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][1260/3757] lr: 9.636e-03 eta: 1 day, 19:18:57 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 4.4610 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 3.1212 loss: 3.1212 2022/06/25 17:18:32 - mmengine - INFO - Epoch(train) [23][1280/3757] lr: 9.636e-03 eta: 1 day, 19:18:51 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 4.6961 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.8709 loss: 3.8709 2022/06/25 17:18:38 - mmengine - INFO - Epoch(train) [23][1300/3757] lr: 9.636e-03 eta: 1 day, 19:18:45 time: 0.258 data_time: 0.002 memory: 5036 grad_norm: 5.0587 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.5109 loss: 3.5109 2022/06/25 17:18:43 - mmengine - INFO - Epoch(train) [23][1320/3757] lr: 9.636e-03 eta: 1 day, 19:18:39 time: 0.256 data_time: 0.002 memory: 5036 grad_norm: 4.2820 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.2317 loss: 3.2317 2022/06/25 17:18:48 - mmengine - INFO - Epoch(train) [23][1340/3757] lr: 9.636e-03 eta: 1 day, 19:18:33 time: 0.252 data_time: 0.010 memory: 5036 grad_norm: 4.9139 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.3643 loss: 3.3643 2022/06/25 17:18:49 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 17:18:53 - mmengine - INFO - Epoch(train) [23][1360/3757] lr: 9.636e-03 eta: 1 day, 19:18:26 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 5.3676 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.6664 loss: 3.6664 2022/06/25 17:18:58 - mmengine - INFO - Epoch(train) [23][1380/3757] lr: 9.636e-03 eta: 1 day, 19:18:20 time: 0.261 data_time: 0.002 memory: 5036 grad_norm: 4.5871 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.5316 loss: 3.5316 2022/06/25 17:19:03 - mmengine - INFO - Epoch(train) [23][1400/3757] lr: 9.636e-03 eta: 1 day, 19:18:15 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 4.8604 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2990 loss: 3.2990 2022/06/25 17:19:09 - mmengine - INFO - Epoch(train) [23][1420/3757] lr: 9.636e-03 eta: 1 day, 19:18:12 time: 0.249 data_time: 0.010 memory: 5036 grad_norm: 4.7418 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.3287 loss: 3.3287 2022/06/25 17:19:14 - mmengine - INFO - Epoch(train) [23][1440/3757] lr: 9.636e-03 eta: 1 day, 19:18:08 time: 0.247 data_time: 0.005 memory: 5036 grad_norm: 4.6332 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.2501 loss: 3.2501 2022/06/25 17:19:20 - mmengine - INFO - Epoch(train) [23][1460/3757] lr: 9.636e-03 eta: 1 day, 19:18:02 time: 0.264 data_time: 0.002 memory: 5036 grad_norm: 4.6866 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.3110 loss: 3.3110 2022/06/25 17:19:25 - mmengine - INFO - Epoch(train) [23][1480/3757] lr: 9.636e-03 eta: 1 day, 19:17:59 time: 0.259 data_time: 0.002 memory: 5036 grad_norm: 4.8461 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1370 loss: 3.1370 2022/06/25 17:19:30 - mmengine - INFO - Epoch(train) [23][1500/3757] lr: 9.636e-03 eta: 1 day, 19:17:53 time: 0.247 data_time: 0.005 memory: 5036 grad_norm: 4.7748 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 3.2628 loss: 3.2628 2022/06/25 17:19:36 - mmengine - INFO - Epoch(train) [23][1520/3757] lr: 9.636e-03 eta: 1 day, 19:17:51 time: 0.249 data_time: 0.014 memory: 5036 grad_norm: 4.8610 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.3324 loss: 3.3324 2022/06/25 17:19:41 - mmengine - INFO - Epoch(train) [23][1540/3757] lr: 9.636e-03 eta: 1 day, 19:17:45 time: 0.261 data_time: 0.002 memory: 5036 grad_norm: 4.4561 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.3082 loss: 3.3082 2022/06/25 17:19:46 - mmengine - INFO - Epoch(train) [23][1560/3757] lr: 9.636e-03 eta: 1 day, 19:17:39 time: 0.253 data_time: 0.008 memory: 5036 grad_norm: 4.6606 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.3506 loss: 3.3506 2022/06/25 17:19:52 - mmengine - INFO - Epoch(train) [23][1580/3757] lr: 9.636e-03 eta: 1 day, 19:17:33 time: 0.245 data_time: 0.005 memory: 5036 grad_norm: 4.8389 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.6708 loss: 3.6708 2022/06/25 17:19:57 - mmengine - INFO - Epoch(train) [23][1600/3757] lr: 9.636e-03 eta: 1 day, 19:17:26 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 4.6827 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.5042 loss: 3.5042 2022/06/25 17:20:02 - mmengine - INFO - Epoch(train) [23][1620/3757] lr: 9.636e-03 eta: 1 day, 19:17:20 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 4.6162 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2783 loss: 3.2783 2022/06/25 17:20:07 - mmengine - INFO - Epoch(train) [23][1640/3757] lr: 9.636e-03 eta: 1 day, 19:17:13 time: 0.248 data_time: 0.005 memory: 5036 grad_norm: 4.6715 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.2903 loss: 3.2903 2022/06/25 17:20:12 - mmengine - INFO - Epoch(train) [23][1660/3757] lr: 9.636e-03 eta: 1 day, 19:17:07 time: 0.244 data_time: 0.005 memory: 5036 grad_norm: 4.6364 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.1152 loss: 3.1152 2022/06/25 17:20:17 - mmengine - INFO - Epoch(train) [23][1680/3757] lr: 9.636e-03 eta: 1 day, 19:17:02 time: 0.246 data_time: 0.008 memory: 5036 grad_norm: 4.3463 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2910 loss: 3.2910 2022/06/25 17:20:22 - mmengine - INFO - Epoch(train) [23][1700/3757] lr: 9.636e-03 eta: 1 day, 19:16:56 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 5.0178 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.3529 loss: 3.3529 2022/06/25 17:20:28 - mmengine - INFO - Epoch(train) [23][1720/3757] lr: 9.636e-03 eta: 1 day, 19:16:50 time: 0.256 data_time: 0.005 memory: 5036 grad_norm: 4.5955 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.3707 loss: 3.3707 2022/06/25 17:20:33 - mmengine - INFO - Epoch(train) [23][1740/3757] lr: 9.636e-03 eta: 1 day, 19:16:44 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 4.2414 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0325 loss: 3.0325 2022/06/25 17:20:38 - mmengine - INFO - Epoch(train) [23][1760/3757] lr: 9.636e-03 eta: 1 day, 19:16:38 time: 0.259 data_time: 0.002 memory: 5036 grad_norm: 4.6933 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.7894 loss: 3.7894 2022/06/25 17:20:43 - mmengine - INFO - Epoch(train) [23][1780/3757] lr: 9.636e-03 eta: 1 day, 19:16:32 time: 0.260 data_time: 0.002 memory: 5036 grad_norm: 4.4290 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1239 loss: 3.1239 2022/06/25 17:20:48 - mmengine - INFO - Epoch(train) [23][1800/3757] lr: 9.636e-03 eta: 1 day, 19:16:26 time: 0.251 data_time: 0.007 memory: 5036 grad_norm: 4.6467 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.3148 loss: 3.3148 2022/06/25 17:20:53 - mmengine - INFO - Epoch(train) [23][1820/3757] lr: 9.636e-03 eta: 1 day, 19:16:20 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 5.0193 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.6597 loss: 3.6597 2022/06/25 17:20:59 - mmengine - INFO - Epoch(train) [23][1840/3757] lr: 9.636e-03 eta: 1 day, 19:16:15 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 4.4588 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 3.3997 loss: 3.3997 2022/06/25 17:21:04 - mmengine - INFO - Epoch(train) [23][1860/3757] lr: 9.636e-03 eta: 1 day, 19:16:09 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 4.8536 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.3362 loss: 3.3362 2022/06/25 17:21:09 - mmengine - INFO - Epoch(train) [23][1880/3757] lr: 9.636e-03 eta: 1 day, 19:16:03 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 4.6736 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.3162 loss: 3.3162 2022/06/25 17:21:15 - mmengine - INFO - Epoch(train) [23][1900/3757] lr: 9.636e-03 eta: 1 day, 19:16:01 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 4.4326 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.3207 loss: 3.3207 2022/06/25 17:21:20 - mmengine - INFO - Epoch(train) [23][1920/3757] lr: 9.636e-03 eta: 1 day, 19:15:54 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 5.0158 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 3.2166 loss: 3.2166 2022/06/25 17:21:25 - mmengine - INFO - Epoch(train) [23][1940/3757] lr: 9.636e-03 eta: 1 day, 19:15:48 time: 0.249 data_time: 0.008 memory: 5036 grad_norm: 4.2849 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2921 loss: 3.2921 2022/06/25 17:21:30 - mmengine - INFO - Epoch(train) [23][1960/3757] lr: 9.636e-03 eta: 1 day, 19:15:42 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 4.9127 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.6035 loss: 3.6035 2022/06/25 17:21:36 - mmengine - INFO - Epoch(train) [23][1980/3757] lr: 9.636e-03 eta: 1 day, 19:15:39 time: 0.251 data_time: 0.007 memory: 5036 grad_norm: 4.7287 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.1951 loss: 3.1951 2022/06/25 17:21:41 - mmengine - INFO - Epoch(train) [23][2000/3757] lr: 9.636e-03 eta: 1 day, 19:15:34 time: 0.256 data_time: 0.002 memory: 5036 grad_norm: 5.5180 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.6566 loss: 3.6566 2022/06/25 17:21:46 - mmengine - INFO - Epoch(train) [23][2020/3757] lr: 9.636e-03 eta: 1 day, 19:15:28 time: 0.243 data_time: 0.002 memory: 5036 grad_norm: 5.1143 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.4659 loss: 3.4659 2022/06/25 17:21:51 - mmengine - INFO - Epoch(train) [23][2040/3757] lr: 9.636e-03 eta: 1 day, 19:15:22 time: 0.268 data_time: 0.002 memory: 5036 grad_norm: 4.3469 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3979 loss: 3.3979 2022/06/25 17:21:57 - mmengine - INFO - Epoch(train) [23][2060/3757] lr: 9.636e-03 eta: 1 day, 19:15:17 time: 0.251 data_time: 0.005 memory: 5036 grad_norm: 5.0724 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2529 loss: 3.2529 2022/06/25 17:22:02 - mmengine - INFO - Epoch(train) [23][2080/3757] lr: 9.636e-03 eta: 1 day, 19:15:11 time: 0.263 data_time: 0.020 memory: 5036 grad_norm: 5.0359 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2036 loss: 3.2036 2022/06/25 17:22:07 - mmengine - INFO - Epoch(train) [23][2100/3757] lr: 9.636e-03 eta: 1 day, 19:15:05 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 4.5170 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.5978 loss: 3.5978 2022/06/25 17:22:12 - mmengine - INFO - Epoch(train) [23][2120/3757] lr: 9.636e-03 eta: 1 day, 19:15:00 time: 0.247 data_time: 0.006 memory: 5036 grad_norm: 4.6766 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1474 loss: 3.1474 2022/06/25 17:22:18 - mmengine - INFO - Epoch(train) [23][2140/3757] lr: 9.636e-03 eta: 1 day, 19:14:58 time: 0.262 data_time: 0.005 memory: 5036 grad_norm: 5.1601 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.6243 loss: 3.6243 2022/06/25 17:22:23 - mmengine - INFO - Epoch(train) [23][2160/3757] lr: 9.636e-03 eta: 1 day, 19:14:52 time: 0.251 data_time: 0.015 memory: 5036 grad_norm: 4.7575 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.5034 loss: 3.5034 2022/06/25 17:22:28 - mmengine - INFO - Epoch(train) [23][2180/3757] lr: 9.636e-03 eta: 1 day, 19:14:46 time: 0.247 data_time: 0.005 memory: 5036 grad_norm: 5.0205 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.5425 loss: 3.5425 2022/06/25 17:22:33 - mmengine - INFO - Epoch(train) [23][2200/3757] lr: 9.636e-03 eta: 1 day, 19:14:39 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 4.6165 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.4677 loss: 3.4677 2022/06/25 17:22:39 - mmengine - INFO - Epoch(train) [23][2220/3757] lr: 9.636e-03 eta: 1 day, 19:14:35 time: 0.269 data_time: 0.011 memory: 5036 grad_norm: 4.4427 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.4238 loss: 3.4238 2022/06/25 17:22:44 - mmengine - INFO - Epoch(train) [23][2240/3757] lr: 9.636e-03 eta: 1 day, 19:14:28 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 4.7229 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.2252 loss: 3.2252 2022/06/25 17:22:49 - mmengine - INFO - Epoch(train) [23][2260/3757] lr: 9.636e-03 eta: 1 day, 19:14:22 time: 0.259 data_time: 0.009 memory: 5036 grad_norm: 4.7530 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.3997 loss: 3.3997 2022/06/25 17:22:55 - mmengine - INFO - Epoch(train) [23][2280/3757] lr: 9.636e-03 eta: 1 day, 19:14:18 time: 0.257 data_time: 0.005 memory: 5036 grad_norm: 4.5530 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.3497 loss: 3.3497 2022/06/25 17:23:00 - mmengine - INFO - Epoch(train) [23][2300/3757] lr: 9.636e-03 eta: 1 day, 19:14:12 time: 0.264 data_time: 0.005 memory: 5036 grad_norm: 4.0639 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.2225 loss: 3.2225 2022/06/25 17:23:05 - mmengine - INFO - Epoch(train) [23][2320/3757] lr: 9.636e-03 eta: 1 day, 19:14:06 time: 0.257 data_time: 0.002 memory: 5036 grad_norm: 4.3672 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.1976 loss: 3.1976 2022/06/25 17:23:10 - mmengine - INFO - Epoch(train) [23][2340/3757] lr: 9.636e-03 eta: 1 day, 19:14:00 time: 0.245 data_time: 0.003 memory: 5036 grad_norm: 4.8229 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8144 loss: 2.8144 2022/06/25 17:23:12 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 17:23:16 - mmengine - INFO - Epoch(train) [23][2360/3757] lr: 9.636e-03 eta: 1 day, 19:13:58 time: 0.358 data_time: 0.006 memory: 5036 grad_norm: 5.2509 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.9990 loss: 2.9990 2022/06/25 17:23:21 - mmengine - INFO - Epoch(train) [23][2380/3757] lr: 9.636e-03 eta: 1 day, 19:13:52 time: 0.267 data_time: 0.006 memory: 5036 grad_norm: 5.3520 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0567 loss: 3.0567 2022/06/25 17:23:26 - mmengine - INFO - Epoch(train) [23][2400/3757] lr: 9.636e-03 eta: 1 day, 19:13:46 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 4.2970 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.7811 loss: 2.7811 2022/06/25 17:23:31 - mmengine - INFO - Epoch(train) [23][2420/3757] lr: 9.636e-03 eta: 1 day, 19:13:40 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 5.5904 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2750 loss: 3.2750 2022/06/25 17:23:36 - mmengine - INFO - Epoch(train) [23][2440/3757] lr: 9.636e-03 eta: 1 day, 19:13:34 time: 0.250 data_time: 0.009 memory: 5036 grad_norm: 4.8470 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.3972 loss: 3.3972 2022/06/25 17:23:42 - mmengine - INFO - Epoch(train) [23][2460/3757] lr: 9.636e-03 eta: 1 day, 19:13:28 time: 0.267 data_time: 0.005 memory: 5036 grad_norm: 4.9154 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.8540 loss: 3.8540 2022/06/25 17:23:47 - mmengine - INFO - Epoch(train) [23][2480/3757] lr: 9.636e-03 eta: 1 day, 19:13:22 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 4.7944 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.1886 loss: 3.1886 2022/06/25 17:23:52 - mmengine - INFO - Epoch(train) [23][2500/3757] lr: 9.636e-03 eta: 1 day, 19:13:16 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 4.8606 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.1019 loss: 3.1019 2022/06/25 17:23:57 - mmengine - INFO - Epoch(train) [23][2520/3757] lr: 9.636e-03 eta: 1 day, 19:13:10 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 5.0743 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.3225 loss: 3.3225 2022/06/25 17:24:02 - mmengine - INFO - Epoch(train) [23][2540/3757] lr: 9.636e-03 eta: 1 day, 19:13:04 time: 0.277 data_time: 0.005 memory: 5036 grad_norm: 5.0070 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.4965 loss: 3.4965 2022/06/25 17:24:07 - mmengine - INFO - Epoch(train) [23][2560/3757] lr: 9.636e-03 eta: 1 day, 19:12:58 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 5.0595 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.5287 loss: 3.5287 2022/06/25 17:24:12 - mmengine - INFO - Epoch(train) [23][2580/3757] lr: 9.636e-03 eta: 1 day, 19:12:51 time: 0.257 data_time: 0.002 memory: 5036 grad_norm: 4.9620 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.9014 loss: 3.9014 2022/06/25 17:24:18 - mmengine - INFO - Epoch(train) [23][2600/3757] lr: 9.636e-03 eta: 1 day, 19:12:46 time: 0.263 data_time: 0.005 memory: 5036 grad_norm: 4.9096 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2125 loss: 3.2125 2022/06/25 17:24:23 - mmengine - INFO - Epoch(train) [23][2620/3757] lr: 9.636e-03 eta: 1 day, 19:12:40 time: 0.264 data_time: 0.010 memory: 5036 grad_norm: 4.6351 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3844 loss: 3.3844 2022/06/25 17:24:28 - mmengine - INFO - Epoch(train) [23][2640/3757] lr: 9.636e-03 eta: 1 day, 19:12:34 time: 0.256 data_time: 0.002 memory: 5036 grad_norm: 4.2533 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.5346 loss: 3.5346 2022/06/25 17:24:33 - mmengine - INFO - Epoch(train) [23][2660/3757] lr: 9.636e-03 eta: 1 day, 19:12:28 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 4.2473 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1236 loss: 3.1236 2022/06/25 17:24:39 - mmengine - INFO - Epoch(train) [23][2680/3757] lr: 9.636e-03 eta: 1 day, 19:12:26 time: 0.272 data_time: 0.012 memory: 5036 grad_norm: 4.8002 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2230 loss: 3.2230 2022/06/25 17:24:44 - mmengine - INFO - Epoch(train) [23][2700/3757] lr: 9.636e-03 eta: 1 day, 19:12:20 time: 0.283 data_time: 0.008 memory: 5036 grad_norm: 4.5425 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2682 loss: 3.2682 2022/06/25 17:24:49 - mmengine - INFO - Epoch(train) [23][2720/3757] lr: 9.636e-03 eta: 1 day, 19:12:15 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 4.9979 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3578 loss: 3.3578 2022/06/25 17:24:55 - mmengine - INFO - Epoch(train) [23][2740/3757] lr: 9.636e-03 eta: 1 day, 19:12:09 time: 0.238 data_time: 0.003 memory: 5036 grad_norm: 5.0568 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.3717 loss: 3.3717 2022/06/25 17:25:00 - mmengine - INFO - Epoch(train) [23][2760/3757] lr: 9.636e-03 eta: 1 day, 19:12:03 time: 0.270 data_time: 0.030 memory: 5036 grad_norm: 4.2938 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0613 loss: 3.0613 2022/06/25 17:25:05 - mmengine - INFO - Epoch(train) [23][2780/3757] lr: 9.636e-03 eta: 1 day, 19:12:01 time: 0.276 data_time: 0.002 memory: 5036 grad_norm: 4.1570 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.2886 loss: 3.2886 2022/06/25 17:25:11 - mmengine - INFO - Epoch(train) [23][2800/3757] lr: 9.636e-03 eta: 1 day, 19:11:55 time: 0.256 data_time: 0.002 memory: 5036 grad_norm: 4.6938 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.2168 loss: 3.2168 2022/06/25 17:25:16 - mmengine - INFO - Epoch(train) [23][2820/3757] lr: 9.636e-03 eta: 1 day, 19:11:49 time: 0.245 data_time: 0.003 memory: 5036 grad_norm: 5.2017 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.6562 loss: 3.6562 2022/06/25 17:25:21 - mmengine - INFO - Epoch(train) [23][2840/3757] lr: 9.636e-03 eta: 1 day, 19:11:43 time: 0.275 data_time: 0.033 memory: 5036 grad_norm: 4.7673 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.6035 loss: 2.6035 2022/06/25 17:25:26 - mmengine - INFO - Epoch(train) [23][2860/3757] lr: 9.636e-03 eta: 1 day, 19:11:39 time: 0.260 data_time: 0.002 memory: 5036 grad_norm: 4.9046 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 3.1202 loss: 3.1202 2022/06/25 17:25:32 - mmengine - INFO - Epoch(train) [23][2880/3757] lr: 9.636e-03 eta: 1 day, 19:11:33 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 4.8605 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9782 loss: 2.9782 2022/06/25 17:25:37 - mmengine - INFO - Epoch(train) [23][2900/3757] lr: 9.636e-03 eta: 1 day, 19:11:27 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 4.8212 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0967 loss: 3.0967 2022/06/25 17:25:42 - mmengine - INFO - Epoch(train) [23][2920/3757] lr: 9.636e-03 eta: 1 day, 19:11:22 time: 0.280 data_time: 0.019 memory: 5036 grad_norm: 5.2073 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.6004 loss: 3.6004 2022/06/25 17:25:48 - mmengine - INFO - Epoch(train) [23][2940/3757] lr: 9.636e-03 eta: 1 day, 19:11:18 time: 0.266 data_time: 0.002 memory: 5036 grad_norm: 4.7069 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.3308 loss: 3.3308 2022/06/25 17:25:53 - mmengine - INFO - Epoch(train) [23][2960/3757] lr: 9.636e-03 eta: 1 day, 19:11:12 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 4.4925 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.9793 loss: 2.9793 2022/06/25 17:25:58 - mmengine - INFO - Epoch(train) [23][2980/3757] lr: 9.636e-03 eta: 1 day, 19:11:06 time: 0.247 data_time: 0.006 memory: 5036 grad_norm: 3.8353 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.8424 loss: 2.8424 2022/06/25 17:26:03 - mmengine - INFO - Epoch(train) [23][3000/3757] lr: 9.636e-03 eta: 1 day, 19:11:00 time: 0.272 data_time: 0.017 memory: 5036 grad_norm: 4.2428 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.4591 loss: 3.4591 2022/06/25 17:26:08 - mmengine - INFO - Epoch(train) [23][3020/3757] lr: 9.636e-03 eta: 1 day, 19:10:56 time: 0.259 data_time: 0.002 memory: 5036 grad_norm: 4.4823 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0010 loss: 3.0010 2022/06/25 17:26:14 - mmengine - INFO - Epoch(train) [23][3040/3757] lr: 9.636e-03 eta: 1 day, 19:10:49 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 4.2912 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 3.5531 loss: 3.5531 2022/06/25 17:26:19 - mmengine - INFO - Epoch(train) [23][3060/3757] lr: 9.636e-03 eta: 1 day, 19:10:44 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 4.9680 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.8196 loss: 3.8196 2022/06/25 17:26:24 - mmengine - INFO - Epoch(train) [23][3080/3757] lr: 9.636e-03 eta: 1 day, 19:10:38 time: 0.291 data_time: 0.023 memory: 5036 grad_norm: 4.4811 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.6774 loss: 3.6774 2022/06/25 17:26:29 - mmengine - INFO - Epoch(train) [23][3100/3757] lr: 9.636e-03 eta: 1 day, 19:10:33 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 5.4451 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.3396 loss: 3.3396 2022/06/25 17:26:34 - mmengine - INFO - Epoch(train) [23][3120/3757] lr: 9.636e-03 eta: 1 day, 19:10:27 time: 0.286 data_time: 0.003 memory: 5036 grad_norm: 5.2659 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.3754 loss: 3.3754 2022/06/25 17:26:40 - mmengine - INFO - Epoch(train) [23][3140/3757] lr: 9.636e-03 eta: 1 day, 19:10:21 time: 0.251 data_time: 0.005 memory: 5036 grad_norm: 4.7608 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 3.2355 loss: 3.2355 2022/06/25 17:26:45 - mmengine - INFO - Epoch(train) [23][3160/3757] lr: 9.636e-03 eta: 1 day, 19:10:15 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 4.9646 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.2483 loss: 3.2483 2022/06/25 17:26:50 - mmengine - INFO - Epoch(train) [23][3180/3757] lr: 9.636e-03 eta: 1 day, 19:10:10 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 5.2814 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.4290 loss: 3.4290 2022/06/25 17:26:55 - mmengine - INFO - Epoch(train) [23][3200/3757] lr: 9.636e-03 eta: 1 day, 19:10:04 time: 0.257 data_time: 0.005 memory: 5036 grad_norm: 4.5666 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0435 loss: 3.0435 2022/06/25 17:27:00 - mmengine - INFO - Epoch(train) [23][3220/3757] lr: 9.636e-03 eta: 1 day, 19:09:58 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 4.8527 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.4986 loss: 3.4986 2022/06/25 17:27:06 - mmengine - INFO - Epoch(train) [23][3240/3757] lr: 9.636e-03 eta: 1 day, 19:09:52 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 4.6150 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.1498 loss: 3.1498 2022/06/25 17:27:11 - mmengine - INFO - Epoch(train) [23][3260/3757] lr: 9.636e-03 eta: 1 day, 19:09:46 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 5.5281 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.3509 loss: 3.3509 2022/06/25 17:27:16 - mmengine - INFO - Epoch(train) [23][3280/3757] lr: 9.636e-03 eta: 1 day, 19:09:40 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 4.7140 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1762 loss: 3.1762 2022/06/25 17:27:21 - mmengine - INFO - Epoch(train) [23][3300/3757] lr: 9.636e-03 eta: 1 day, 19:09:34 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 5.0315 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0956 loss: 3.0956 2022/06/25 17:27:26 - mmengine - INFO - Epoch(train) [23][3320/3757] lr: 9.636e-03 eta: 1 day, 19:09:29 time: 0.259 data_time: 0.013 memory: 5036 grad_norm: 4.7729 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.3440 loss: 3.3440 2022/06/25 17:27:32 - mmengine - INFO - Epoch(train) [23][3340/3757] lr: 9.636e-03 eta: 1 day, 19:09:23 time: 0.272 data_time: 0.008 memory: 5036 grad_norm: 5.0612 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2684 loss: 3.2684 2022/06/25 17:27:33 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 17:27:37 - mmengine - INFO - Epoch(train) [23][3360/3757] lr: 9.636e-03 eta: 1 day, 19:09:17 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 4.8546 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.5913 loss: 3.5913 2022/06/25 17:27:42 - mmengine - INFO - Epoch(train) [23][3380/3757] lr: 9.636e-03 eta: 1 day, 19:09:11 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 4.7336 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.6366 loss: 3.6366 2022/06/25 17:27:47 - mmengine - INFO - Epoch(train) [23][3400/3757] lr: 9.636e-03 eta: 1 day, 19:09:05 time: 0.260 data_time: 0.002 memory: 5036 grad_norm: 4.3590 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.6380 loss: 3.6380 2022/06/25 17:27:52 - mmengine - INFO - Epoch(train) [23][3420/3757] lr: 9.636e-03 eta: 1 day, 19:09:00 time: 0.270 data_time: 0.008 memory: 5036 grad_norm: 4.4361 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.4788 loss: 3.4788 2022/06/25 17:27:57 - mmengine - INFO - Epoch(train) [23][3440/3757] lr: 9.636e-03 eta: 1 day, 19:08:53 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 4.2737 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.8272 loss: 2.8272 2022/06/25 17:28:03 - mmengine - INFO - Epoch(train) [23][3460/3757] lr: 9.636e-03 eta: 1 day, 19:08:49 time: 0.247 data_time: 0.006 memory: 5036 grad_norm: 5.1830 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.3022 loss: 3.3022 2022/06/25 17:28:08 - mmengine - INFO - Epoch(train) [23][3480/3757] lr: 9.636e-03 eta: 1 day, 19:08:44 time: 0.263 data_time: 0.020 memory: 5036 grad_norm: 4.9256 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 4.2044 loss: 4.2044 2022/06/25 17:28:14 - mmengine - INFO - Epoch(train) [23][3500/3757] lr: 9.636e-03 eta: 1 day, 19:08:40 time: 0.480 data_time: 0.008 memory: 5036 grad_norm: 4.4707 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.5042 loss: 3.5042 2022/06/25 17:28:19 - mmengine - INFO - Epoch(train) [23][3520/3757] lr: 9.636e-03 eta: 1 day, 19:08:34 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 5.1674 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.9696 loss: 2.9696 2022/06/25 17:28:24 - mmengine - INFO - Epoch(train) [23][3540/3757] lr: 9.636e-03 eta: 1 day, 19:08:28 time: 0.249 data_time: 0.012 memory: 5036 grad_norm: 4.6414 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.2420 loss: 3.2420 2022/06/25 17:28:29 - mmengine - INFO - Epoch(train) [23][3560/3757] lr: 9.636e-03 eta: 1 day, 19:08:23 time: 0.262 data_time: 0.005 memory: 5036 grad_norm: 4.5694 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2764 loss: 3.2764 2022/06/25 17:28:34 - mmengine - INFO - Epoch(train) [23][3580/3757] lr: 9.636e-03 eta: 1 day, 19:08:17 time: 0.309 data_time: 0.009 memory: 5036 grad_norm: 4.5639 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1946 loss: 3.1946 2022/06/25 17:28:40 - mmengine - INFO - Epoch(train) [23][3600/3757] lr: 9.636e-03 eta: 1 day, 19:08:11 time: 0.257 data_time: 0.002 memory: 5036 grad_norm: 4.8291 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.1822 loss: 3.1822 2022/06/25 17:28:45 - mmengine - INFO - Epoch(train) [23][3620/3757] lr: 9.636e-03 eta: 1 day, 19:08:06 time: 0.246 data_time: 0.005 memory: 5036 grad_norm: 4.9323 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.2656 loss: 3.2656 2022/06/25 17:28:50 - mmengine - INFO - Epoch(train) [23][3640/3757] lr: 9.636e-03 eta: 1 day, 19:08:00 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 4.9763 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2780 loss: 3.2780 2022/06/25 17:28:55 - mmengine - INFO - Epoch(train) [23][3660/3757] lr: 9.636e-03 eta: 1 day, 19:07:56 time: 0.283 data_time: 0.008 memory: 5036 grad_norm: 4.4233 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.8321 loss: 3.8321 2022/06/25 17:29:01 - mmengine - INFO - Epoch(train) [23][3680/3757] lr: 9.636e-03 eta: 1 day, 19:07:50 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 4.3621 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.4586 loss: 3.4586 2022/06/25 17:29:06 - mmengine - INFO - Epoch(train) [23][3700/3757] lr: 9.636e-03 eta: 1 day, 19:07:44 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 4.3562 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.3771 loss: 3.3771 2022/06/25 17:29:11 - mmengine - INFO - Epoch(train) [23][3720/3757] lr: 9.636e-03 eta: 1 day, 19:07:38 time: 0.243 data_time: 0.002 memory: 5036 grad_norm: 4.8308 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1006 loss: 3.1006 2022/06/25 17:29:17 - mmengine - INFO - Epoch(train) [23][3740/3757] lr: 9.636e-03 eta: 1 day, 19:07:36 time: 0.261 data_time: 0.005 memory: 5036 grad_norm: 4.3676 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.6495 loss: 3.6495 2022/06/25 17:29:21 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 17:29:21 - mmengine - INFO - Saving checkpoint at 23 epochs 2022/06/25 17:29:34 - mmengine - INFO - Epoch(val) [23][20/310] eta: 0:01:46 time: 0.108 data_time: 0.001 memory: 5036 2022/06/25 17:29:38 - mmengine - INFO - Epoch(val) [23][40/310] eta: 0:01:34 time: 0.103 data_time: 0.001 memory: 1723 2022/06/25 17:29:43 - mmengine - INFO - Epoch(val) [23][60/310] eta: 0:00:26 time: 0.107 data_time: 0.005 memory: 1723 2022/06/25 17:29:47 - mmengine - INFO - Epoch(val) [23][80/310] eta: 0:00:24 time: 0.109 data_time: 0.001 memory: 1723 2022/06/25 17:29:54 - mmengine - INFO - Epoch(val) [23][100/310] eta: 0:01:05 time: 0.105 data_time: 0.002 memory: 1723 2022/06/25 17:29:59 - mmengine - INFO - Epoch(val) [23][120/310] eta: 0:01:07 time: 0.109 data_time: 0.008 memory: 1723 2022/06/25 17:30:04 - mmengine - INFO - Epoch(val) [23][140/310] eta: 0:00:20 time: 0.109 data_time: 0.001 memory: 1723 2022/06/25 17:30:08 - mmengine - INFO - Epoch(val) [23][160/310] eta: 0:00:15 time: 0.104 data_time: 0.001 memory: 1723 2022/06/25 17:30:15 - mmengine - INFO - Epoch(val) [23][180/310] eta: 0:00:43 time: 0.267 data_time: 0.165 memory: 1723 2022/06/25 17:30:20 - mmengine - INFO - Epoch(val) [23][200/310] eta: 0:00:41 time: 0.110 data_time: 0.004 memory: 1723 2022/06/25 17:30:25 - mmengine - INFO - Epoch(val) [23][220/310] eta: 0:00:16 time: 0.108 data_time: 0.006 memory: 1723 2022/06/25 17:30:30 - mmengine - INFO - Epoch(val) [23][240/310] eta: 0:00:07 time: 0.108 data_time: 0.002 memory: 1723 2022/06/25 17:30:37 - mmengine - INFO - Epoch(val) [23][260/310] eta: 0:00:18 time: 0.108 data_time: 0.002 memory: 1723 2022/06/25 17:30:41 - mmengine - INFO - Epoch(val) [23][280/310] eta: 0:00:09 time: 0.115 data_time: 0.001 memory: 1723 2022/06/25 17:30:43 - mmengine - INFO - Epoch(val) [23][300/310] eta: 0:00:01 time: 0.107 data_time: 0.001 memory: 1723 2022/06/25 17:30:45 - mmengine - INFO - Epoch(val) [23][310/310] acc/top1: 0.3455 acc/top5: 0.6202 acc/mean1: 0.3453 2022/06/25 17:30:55 - mmengine - INFO - Epoch(train) [24][20/3757] lr: 9.603e-03 eta: 1 day, 19:07:42 time: 0.266 data_time: 0.011 memory: 5036 grad_norm: 5.6354 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.5121 loss: 3.5121 2022/06/25 17:31:00 - mmengine - INFO - Epoch(train) [24][40/3757] lr: 9.603e-03 eta: 1 day, 19:07:36 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 4.9940 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.1892 loss: 3.1892 2022/06/25 17:31:06 - mmengine - INFO - Epoch(train) [24][60/3757] lr: 9.603e-03 eta: 1 day, 19:07:32 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 4.7012 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.8746 loss: 2.8746 2022/06/25 17:31:11 - mmengine - INFO - Epoch(train) [24][80/3757] lr: 9.603e-03 eta: 1 day, 19:07:26 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 4.4387 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2060 loss: 3.2060 2022/06/25 17:31:17 - mmengine - INFO - Epoch(train) [24][100/3757] lr: 9.603e-03 eta: 1 day, 19:07:24 time: 0.279 data_time: 0.043 memory: 5036 grad_norm: 5.2571 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.4635 loss: 3.4635 2022/06/25 17:31:22 - mmengine - INFO - Epoch(train) [24][120/3757] lr: 9.603e-03 eta: 1 day, 19:07:19 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 4.6144 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2984 loss: 3.2984 2022/06/25 17:31:27 - mmengine - INFO - Epoch(train) [24][140/3757] lr: 9.603e-03 eta: 1 day, 19:07:14 time: 0.260 data_time: 0.002 memory: 5036 grad_norm: 4.6118 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.5664 loss: 3.5664 2022/06/25 17:31:32 - mmengine - INFO - Epoch(train) [24][160/3757] lr: 9.603e-03 eta: 1 day, 19:07:08 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 4.8221 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.3292 loss: 3.3292 2022/06/25 17:31:38 - mmengine - INFO - Epoch(train) [24][180/3757] lr: 9.603e-03 eta: 1 day, 19:07:03 time: 0.282 data_time: 0.035 memory: 5036 grad_norm: 3.9457 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.7236 loss: 3.7236 2022/06/25 17:31:43 - mmengine - INFO - Epoch(train) [24][200/3757] lr: 9.603e-03 eta: 1 day, 19:06:56 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 4.3330 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.2666 loss: 3.2666 2022/06/25 17:31:48 - mmengine - INFO - Epoch(train) [24][220/3757] lr: 9.603e-03 eta: 1 day, 19:06:54 time: 0.245 data_time: 0.003 memory: 5036 grad_norm: 5.2331 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.5801 loss: 3.5801 2022/06/25 17:31:54 - mmengine - INFO - Epoch(train) [24][240/3757] lr: 9.603e-03 eta: 1 day, 19:06:48 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 4.6136 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.0998 loss: 3.0998 2022/06/25 17:31:59 - mmengine - INFO - Epoch(train) [24][260/3757] lr: 9.603e-03 eta: 1 day, 19:06:44 time: 0.289 data_time: 0.047 memory: 5036 grad_norm: 4.6663 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.3672 loss: 3.3672 2022/06/25 17:32:04 - mmengine - INFO - Epoch(train) [24][280/3757] lr: 9.603e-03 eta: 1 day, 19:06:38 time: 0.240 data_time: 0.003 memory: 5036 grad_norm: 4.6561 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.1005 loss: 3.1005 2022/06/25 17:32:09 - mmengine - INFO - Epoch(train) [24][300/3757] lr: 9.603e-03 eta: 1 day, 19:06:32 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 5.3028 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.2897 loss: 3.2897 2022/06/25 17:32:15 - mmengine - INFO - Epoch(train) [24][320/3757] lr: 9.603e-03 eta: 1 day, 19:06:27 time: 0.318 data_time: 0.002 memory: 5036 grad_norm: 5.1413 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.3237 loss: 3.3237 2022/06/25 17:32:20 - mmengine - INFO - Epoch(train) [24][340/3757] lr: 9.603e-03 eta: 1 day, 19:06:23 time: 0.266 data_time: 0.030 memory: 5036 grad_norm: 5.1575 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.3919 loss: 3.3919 2022/06/25 17:32:25 - mmengine - INFO - Epoch(train) [24][360/3757] lr: 9.603e-03 eta: 1 day, 19:06:17 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 4.0994 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.3940 loss: 3.3940 2022/06/25 17:32:31 - mmengine - INFO - Epoch(train) [24][380/3757] lr: 9.603e-03 eta: 1 day, 19:06:12 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 4.9263 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2184 loss: 3.2184 2022/06/25 17:32:36 - mmengine - INFO - Epoch(train) [24][400/3757] lr: 9.603e-03 eta: 1 day, 19:06:06 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 5.1423 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.5428 loss: 3.5428 2022/06/25 17:32:41 - mmengine - INFO - Epoch(train) [24][420/3757] lr: 9.603e-03 eta: 1 day, 19:06:00 time: 0.268 data_time: 0.024 memory: 5036 grad_norm: 4.7329 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.0464 loss: 3.0464 2022/06/25 17:32:46 - mmengine - INFO - Epoch(train) [24][440/3757] lr: 9.603e-03 eta: 1 day, 19:05:54 time: 0.245 data_time: 0.003 memory: 5036 grad_norm: 5.0041 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.4666 loss: 3.4666 2022/06/25 17:32:51 - mmengine - INFO - Epoch(train) [24][460/3757] lr: 9.603e-03 eta: 1 day, 19:05:48 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 4.7224 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.2464 loss: 3.2464 2022/06/25 17:32:57 - mmengine - INFO - Epoch(train) [24][480/3757] lr: 9.603e-03 eta: 1 day, 19:05:46 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 3.9711 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.9476 loss: 2.9476 2022/06/25 17:33:02 - mmengine - INFO - Epoch(train) [24][500/3757] lr: 9.603e-03 eta: 1 day, 19:05:41 time: 0.267 data_time: 0.030 memory: 5036 grad_norm: 4.9605 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 3.5111 loss: 3.5111 2022/06/25 17:33:07 - mmengine - INFO - Epoch(train) [24][520/3757] lr: 9.603e-03 eta: 1 day, 19:05:34 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 4.6078 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0002 loss: 3.0002 2022/06/25 17:33:13 - mmengine - INFO - Epoch(train) [24][540/3757] lr: 9.603e-03 eta: 1 day, 19:05:28 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 4.3635 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.8148 loss: 3.8148 2022/06/25 17:33:18 - mmengine - INFO - Epoch(train) [24][560/3757] lr: 9.603e-03 eta: 1 day, 19:05:22 time: 0.263 data_time: 0.005 memory: 5036 grad_norm: 4.2365 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.3008 loss: 3.3008 2022/06/25 17:33:23 - mmengine - INFO - Epoch(train) [24][580/3757] lr: 9.603e-03 eta: 1 day, 19:05:16 time: 0.257 data_time: 0.017 memory: 5036 grad_norm: 5.1381 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.3038 loss: 3.3038 2022/06/25 17:33:25 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 17:33:28 - mmengine - INFO - Epoch(train) [24][600/3757] lr: 9.603e-03 eta: 1 day, 19:05:10 time: 0.265 data_time: 0.002 memory: 5036 grad_norm: 5.0267 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.0858 loss: 3.0858 2022/06/25 17:33:33 - mmengine - INFO - Epoch(train) [24][620/3757] lr: 9.603e-03 eta: 1 day, 19:05:05 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 5.2411 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.4470 loss: 3.4470 2022/06/25 17:33:39 - mmengine - INFO - Epoch(train) [24][640/3757] lr: 9.603e-03 eta: 1 day, 19:05:01 time: 0.247 data_time: 0.007 memory: 5036 grad_norm: 4.9679 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.2550 loss: 3.2550 2022/06/25 17:33:44 - mmengine - INFO - Epoch(train) [24][660/3757] lr: 9.603e-03 eta: 1 day, 19:04:57 time: 0.264 data_time: 0.017 memory: 5036 grad_norm: 5.3042 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.0906 loss: 3.0906 2022/06/25 17:33:49 - mmengine - INFO - Epoch(train) [24][680/3757] lr: 9.603e-03 eta: 1 day, 19:04:51 time: 0.255 data_time: 0.005 memory: 5036 grad_norm: 5.2277 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9108 loss: 2.9108 2022/06/25 17:33:55 - mmengine - INFO - Epoch(train) [24][700/3757] lr: 9.603e-03 eta: 1 day, 19:04:45 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 4.7510 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1442 loss: 3.1442 2022/06/25 17:34:00 - mmengine - INFO - Epoch(train) [24][720/3757] lr: 9.603e-03 eta: 1 day, 19:04:40 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 4.7992 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.1212 loss: 3.1212 2022/06/25 17:34:05 - mmengine - INFO - Epoch(train) [24][740/3757] lr: 9.603e-03 eta: 1 day, 19:04:34 time: 0.289 data_time: 0.038 memory: 5036 grad_norm: 4.7405 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.5182 loss: 3.5182 2022/06/25 17:34:10 - mmengine - INFO - Epoch(train) [24][760/3757] lr: 9.603e-03 eta: 1 day, 19:04:28 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 4.2605 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1494 loss: 3.1494 2022/06/25 17:34:16 - mmengine - INFO - Epoch(train) [24][780/3757] lr: 9.603e-03 eta: 1 day, 19:04:24 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 4.7043 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9048 loss: 2.9048 2022/06/25 17:34:21 - mmengine - INFO - Epoch(train) [24][800/3757] lr: 9.603e-03 eta: 1 day, 19:04:18 time: 0.250 data_time: 0.008 memory: 5036 grad_norm: 5.1749 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1222 loss: 3.1222 2022/06/25 17:34:26 - mmengine - INFO - Epoch(train) [24][820/3757] lr: 9.603e-03 eta: 1 day, 19:04:12 time: 0.254 data_time: 0.011 memory: 5036 grad_norm: 5.0920 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.2211 loss: 3.2211 2022/06/25 17:34:31 - mmengine - INFO - Epoch(train) [24][840/3757] lr: 9.603e-03 eta: 1 day, 19:04:05 time: 0.249 data_time: 0.005 memory: 5036 grad_norm: 4.9094 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.2306 loss: 3.2306 2022/06/25 17:34:36 - mmengine - INFO - Epoch(train) [24][860/3757] lr: 9.603e-03 eta: 1 day, 19:04:00 time: 0.264 data_time: 0.009 memory: 5036 grad_norm: 4.4209 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 3.4178 loss: 3.4178 2022/06/25 17:34:41 - mmengine - INFO - Epoch(train) [24][880/3757] lr: 9.603e-03 eta: 1 day, 19:03:54 time: 0.255 data_time: 0.008 memory: 5036 grad_norm: 5.3069 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.9391 loss: 2.9391 2022/06/25 17:34:47 - mmengine - INFO - Epoch(train) [24][900/3757] lr: 9.603e-03 eta: 1 day, 19:03:48 time: 0.249 data_time: 0.014 memory: 5036 grad_norm: 4.6474 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.6022 loss: 3.6022 2022/06/25 17:34:52 - mmengine - INFO - Epoch(train) [24][920/3757] lr: 9.603e-03 eta: 1 day, 19:03:41 time: 0.246 data_time: 0.005 memory: 5036 grad_norm: 4.6428 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.5788 loss: 3.5788 2022/06/25 17:34:57 - mmengine - INFO - Epoch(train) [24][940/3757] lr: 9.603e-03 eta: 1 day, 19:03:37 time: 0.268 data_time: 0.002 memory: 5036 grad_norm: 5.1076 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8358 loss: 2.8358 2022/06/25 17:35:02 - mmengine - INFO - Epoch(train) [24][960/3757] lr: 9.603e-03 eta: 1 day, 19:03:31 time: 0.259 data_time: 0.005 memory: 5036 grad_norm: 4.8628 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.2566 loss: 3.2566 2022/06/25 17:35:07 - mmengine - INFO - Epoch(train) [24][980/3757] lr: 9.603e-03 eta: 1 day, 19:03:25 time: 0.264 data_time: 0.020 memory: 5036 grad_norm: 4.6554 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.3524 loss: 3.3524 2022/06/25 17:35:13 - mmengine - INFO - Epoch(train) [24][1000/3757] lr: 9.603e-03 eta: 1 day, 19:03:19 time: 0.248 data_time: 0.005 memory: 5036 grad_norm: 4.3388 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2213 loss: 3.2213 2022/06/25 17:35:19 - mmengine - INFO - Epoch(train) [24][1020/3757] lr: 9.603e-03 eta: 1 day, 19:03:18 time: 0.278 data_time: 0.002 memory: 5036 grad_norm: 4.7949 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.2672 loss: 3.2672 2022/06/25 17:35:24 - mmengine - INFO - Epoch(train) [24][1040/3757] lr: 9.603e-03 eta: 1 day, 19:03:12 time: 0.267 data_time: 0.002 memory: 5036 grad_norm: 4.7360 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.4219 loss: 3.4219 2022/06/25 17:35:29 - mmengine - INFO - Epoch(train) [24][1060/3757] lr: 9.603e-03 eta: 1 day, 19:03:06 time: 0.259 data_time: 0.022 memory: 5036 grad_norm: 5.0039 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.2262 loss: 3.2262 2022/06/25 17:35:34 - mmengine - INFO - Epoch(train) [24][1080/3757] lr: 9.603e-03 eta: 1 day, 19:03:00 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 4.4909 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.3966 loss: 3.3966 2022/06/25 17:35:40 - mmengine - INFO - Epoch(train) [24][1100/3757] lr: 9.603e-03 eta: 1 day, 19:02:57 time: 0.268 data_time: 0.002 memory: 5036 grad_norm: 4.9746 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2482 loss: 3.2482 2022/06/25 17:35:45 - mmengine - INFO - Epoch(train) [24][1120/3757] lr: 9.603e-03 eta: 1 day, 19:02:50 time: 0.262 data_time: 0.005 memory: 5036 grad_norm: 4.7822 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1659 loss: 3.1659 2022/06/25 17:35:50 - mmengine - INFO - Epoch(train) [24][1140/3757] lr: 9.603e-03 eta: 1 day, 19:02:45 time: 0.254 data_time: 0.018 memory: 5036 grad_norm: 4.8971 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 2.8614 loss: 2.8614 2022/06/25 17:35:55 - mmengine - INFO - Epoch(train) [24][1160/3757] lr: 9.603e-03 eta: 1 day, 19:02:39 time: 0.293 data_time: 0.005 memory: 5036 grad_norm: 4.6053 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9488 loss: 2.9488 2022/06/25 17:36:00 - mmengine - INFO - Epoch(train) [24][1180/3757] lr: 9.603e-03 eta: 1 day, 19:02:33 time: 0.251 data_time: 0.008 memory: 5036 grad_norm: 4.8520 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2363 loss: 3.2363 2022/06/25 17:36:05 - mmengine - INFO - Epoch(train) [24][1200/3757] lr: 9.603e-03 eta: 1 day, 19:02:26 time: 0.248 data_time: 0.011 memory: 5036 grad_norm: 4.6779 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0246 loss: 3.0246 2022/06/25 17:36:10 - mmengine - INFO - Epoch(train) [24][1220/3757] lr: 9.603e-03 eta: 1 day, 19:02:20 time: 0.260 data_time: 0.018 memory: 5036 grad_norm: 4.6403 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.6816 loss: 3.6816 2022/06/25 17:36:16 - mmengine - INFO - Epoch(train) [24][1240/3757] lr: 9.603e-03 eta: 1 day, 19:02:14 time: 0.258 data_time: 0.002 memory: 5036 grad_norm: 4.9754 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.3635 loss: 3.3635 2022/06/25 17:36:21 - mmengine - INFO - Epoch(train) [24][1260/3757] lr: 9.603e-03 eta: 1 day, 19:02:08 time: 0.261 data_time: 0.011 memory: 5036 grad_norm: 4.8605 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.7971 loss: 3.7971 2022/06/25 17:36:26 - mmengine - INFO - Epoch(train) [24][1280/3757] lr: 9.603e-03 eta: 1 day, 19:02:02 time: 0.248 data_time: 0.011 memory: 5036 grad_norm: 4.4612 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9887 loss: 2.9887 2022/06/25 17:36:31 - mmengine - INFO - Epoch(train) [24][1300/3757] lr: 9.603e-03 eta: 1 day, 19:01:58 time: 0.251 data_time: 0.014 memory: 5036 grad_norm: 4.6532 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.5487 loss: 3.5487 2022/06/25 17:36:37 - mmengine - INFO - Epoch(train) [24][1320/3757] lr: 9.603e-03 eta: 1 day, 19:01:57 time: 0.258 data_time: 0.002 memory: 5036 grad_norm: 4.6338 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3332 loss: 3.3332 2022/06/25 17:36:42 - mmengine - INFO - Epoch(train) [24][1340/3757] lr: 9.603e-03 eta: 1 day, 19:01:50 time: 0.250 data_time: 0.009 memory: 5036 grad_norm: 4.4000 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.4677 loss: 3.4677 2022/06/25 17:36:47 - mmengine - INFO - Epoch(train) [24][1360/3757] lr: 9.603e-03 eta: 1 day, 19:01:44 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 4.7042 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.4162 loss: 3.4162 2022/06/25 17:36:53 - mmengine - INFO - Epoch(train) [24][1380/3757] lr: 9.603e-03 eta: 1 day, 19:01:38 time: 0.265 data_time: 0.027 memory: 5036 grad_norm: 5.2619 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1175 loss: 3.1175 2022/06/25 17:36:59 - mmengine - INFO - Epoch(train) [24][1400/3757] lr: 9.603e-03 eta: 1 day, 19:01:37 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 4.8685 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.0912 loss: 3.0912 2022/06/25 17:37:04 - mmengine - INFO - Epoch(train) [24][1420/3757] lr: 9.603e-03 eta: 1 day, 19:01:31 time: 0.250 data_time: 0.005 memory: 5036 grad_norm: 5.1049 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.3680 loss: 3.3680 2022/06/25 17:37:09 - mmengine - INFO - Epoch(train) [24][1440/3757] lr: 9.603e-03 eta: 1 day, 19:01:25 time: 0.248 data_time: 0.005 memory: 5036 grad_norm: 5.2207 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.4441 loss: 3.4441 2022/06/25 17:37:14 - mmengine - INFO - Epoch(train) [24][1460/3757] lr: 9.603e-03 eta: 1 day, 19:01:19 time: 0.245 data_time: 0.008 memory: 5036 grad_norm: 4.7100 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3240 loss: 3.3240 2022/06/25 17:37:20 - mmengine - INFO - Epoch(train) [24][1480/3757] lr: 9.603e-03 eta: 1 day, 19:01:16 time: 0.257 data_time: 0.005 memory: 5036 grad_norm: 4.8784 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.3890 loss: 3.3890 2022/06/25 17:37:25 - mmengine - INFO - Epoch(train) [24][1500/3757] lr: 9.603e-03 eta: 1 day, 19:01:09 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 5.1283 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.3567 loss: 3.3567 2022/06/25 17:37:30 - mmengine - INFO - Epoch(train) [24][1520/3757] lr: 9.603e-03 eta: 1 day, 19:01:02 time: 0.244 data_time: 0.005 memory: 5036 grad_norm: 4.5494 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.9045 loss: 2.9045 2022/06/25 17:37:35 - mmengine - INFO - Epoch(train) [24][1540/3757] lr: 9.603e-03 eta: 1 day, 19:00:56 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 4.3955 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.6289 loss: 3.6289 2022/06/25 17:37:40 - mmengine - INFO - Epoch(train) [24][1560/3757] lr: 9.603e-03 eta: 1 day, 19:00:53 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 5.2417 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0103 loss: 3.0103 2022/06/25 17:37:45 - mmengine - INFO - Epoch(train) [24][1580/3757] lr: 9.603e-03 eta: 1 day, 19:00:47 time: 0.250 data_time: 0.005 memory: 5036 grad_norm: 4.1394 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 3.1669 loss: 3.1669 2022/06/25 17:37:48 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 17:37:51 - mmengine - INFO - Epoch(train) [24][1600/3757] lr: 9.603e-03 eta: 1 day, 19:00:41 time: 0.249 data_time: 0.005 memory: 5036 grad_norm: 4.5207 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.5325 loss: 3.5325 2022/06/25 17:37:56 - mmengine - INFO - Epoch(train) [24][1620/3757] lr: 9.603e-03 eta: 1 day, 19:00:39 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 4.7941 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.5818 loss: 3.5818 2022/06/25 17:38:01 - mmengine - INFO - Epoch(train) [24][1640/3757] lr: 9.603e-03 eta: 1 day, 19:00:32 time: 0.244 data_time: 0.007 memory: 5036 grad_norm: 4.9370 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2233 loss: 3.2233 2022/06/25 17:38:07 - mmengine - INFO - Epoch(train) [24][1660/3757] lr: 9.603e-03 eta: 1 day, 19:00:26 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 5.1762 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.3620 loss: 3.3620 2022/06/25 17:38:12 - mmengine - INFO - Epoch(train) [24][1680/3757] lr: 9.603e-03 eta: 1 day, 19:00:20 time: 0.251 data_time: 0.008 memory: 5036 grad_norm: 4.3802 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.5355 loss: 3.5355 2022/06/25 17:38:17 - mmengine - INFO - Epoch(train) [24][1700/3757] lr: 9.603e-03 eta: 1 day, 19:00:17 time: 0.244 data_time: 0.006 memory: 5036 grad_norm: 4.5850 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2828 loss: 3.2828 2022/06/25 17:38:22 - mmengine - INFO - Epoch(train) [24][1720/3757] lr: 9.603e-03 eta: 1 day, 19:00:10 time: 0.252 data_time: 0.005 memory: 5036 grad_norm: 5.0930 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0959 loss: 3.0959 2022/06/25 17:38:27 - mmengine - INFO - Epoch(train) [24][1740/3757] lr: 9.603e-03 eta: 1 day, 19:00:03 time: 0.247 data_time: 0.005 memory: 5036 grad_norm: 4.9750 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.4126 loss: 3.4126 2022/06/25 17:38:33 - mmengine - INFO - Epoch(train) [24][1760/3757] lr: 9.603e-03 eta: 1 day, 18:59:57 time: 0.246 data_time: 0.005 memory: 5036 grad_norm: 4.5596 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.3285 loss: 3.3285 2022/06/25 17:38:38 - mmengine - INFO - Epoch(train) [24][1780/3757] lr: 9.603e-03 eta: 1 day, 18:59:52 time: 0.250 data_time: 0.013 memory: 5036 grad_norm: 4.3854 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.6843 loss: 3.6843 2022/06/25 17:38:43 - mmengine - INFO - Epoch(train) [24][1800/3757] lr: 9.603e-03 eta: 1 day, 18:59:46 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 4.9438 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8507 loss: 2.8507 2022/06/25 17:38:48 - mmengine - INFO - Epoch(train) [24][1820/3757] lr: 9.603e-03 eta: 1 day, 18:59:40 time: 0.251 data_time: 0.005 memory: 5036 grad_norm: 5.0265 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.3031 loss: 3.3031 2022/06/25 17:38:53 - mmengine - INFO - Epoch(train) [24][1840/3757] lr: 9.603e-03 eta: 1 day, 18:59:33 time: 0.255 data_time: 0.008 memory: 5036 grad_norm: 4.6594 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.1825 loss: 3.1825 2022/06/25 17:38:58 - mmengine - INFO - Epoch(train) [24][1860/3757] lr: 9.603e-03 eta: 1 day, 18:59:27 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 4.6937 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2445 loss: 3.2445 2022/06/25 17:39:03 - mmengine - INFO - Epoch(train) [24][1880/3757] lr: 9.603e-03 eta: 1 day, 18:59:20 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 5.3611 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.2758 loss: 3.2758 2022/06/25 17:39:09 - mmengine - INFO - Epoch(train) [24][1900/3757] lr: 9.603e-03 eta: 1 day, 18:59:14 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 4.8000 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.5576 loss: 3.5576 2022/06/25 17:39:14 - mmengine - INFO - Epoch(train) [24][1920/3757] lr: 9.603e-03 eta: 1 day, 18:59:08 time: 0.253 data_time: 0.005 memory: 5036 grad_norm: 5.2617 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.7625 loss: 3.7625 2022/06/25 17:39:19 - mmengine - INFO - Epoch(train) [24][1940/3757] lr: 9.603e-03 eta: 1 day, 18:59:02 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 4.6739 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 3.3065 loss: 3.3065 2022/06/25 17:39:24 - mmengine - INFO - Epoch(train) [24][1960/3757] lr: 9.603e-03 eta: 1 day, 18:58:55 time: 0.260 data_time: 0.005 memory: 5036 grad_norm: 4.3426 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.0036 loss: 3.0036 2022/06/25 17:39:29 - mmengine - INFO - Epoch(train) [24][1980/3757] lr: 9.603e-03 eta: 1 day, 18:58:49 time: 0.250 data_time: 0.011 memory: 5036 grad_norm: 4.9224 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.1858 loss: 3.1858 2022/06/25 17:39:34 - mmengine - INFO - Epoch(train) [24][2000/3757] lr: 9.603e-03 eta: 1 day, 18:58:43 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 4.7003 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 3.0744 loss: 3.0744 2022/06/25 17:39:39 - mmengine - INFO - Epoch(train) [24][2020/3757] lr: 9.603e-03 eta: 1 day, 18:58:38 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 4.8313 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.2301 loss: 3.2301 2022/06/25 17:39:45 - mmengine - INFO - Epoch(train) [24][2040/3757] lr: 9.603e-03 eta: 1 day, 18:58:31 time: 0.267 data_time: 0.008 memory: 5036 grad_norm: 4.3353 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.6214 loss: 3.6214 2022/06/25 17:39:50 - mmengine - INFO - Epoch(train) [24][2060/3757] lr: 9.603e-03 eta: 1 day, 18:58:25 time: 0.252 data_time: 0.005 memory: 5036 grad_norm: 4.7582 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.7715 loss: 3.7715 2022/06/25 17:39:55 - mmengine - INFO - Epoch(train) [24][2080/3757] lr: 9.603e-03 eta: 1 day, 18:58:19 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 4.6207 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.3734 loss: 3.3734 2022/06/25 17:40:00 - mmengine - INFO - Epoch(train) [24][2100/3757] lr: 9.603e-03 eta: 1 day, 18:58:15 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 4.3796 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.3489 loss: 3.3489 2022/06/25 17:40:05 - mmengine - INFO - Epoch(train) [24][2120/3757] lr: 9.603e-03 eta: 1 day, 18:58:09 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 4.6623 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9059 loss: 2.9059 2022/06/25 17:40:11 - mmengine - INFO - Epoch(train) [24][2140/3757] lr: 9.603e-03 eta: 1 day, 18:58:03 time: 0.252 data_time: 0.005 memory: 5036 grad_norm: 5.0578 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0018 loss: 3.0018 2022/06/25 17:40:16 - mmengine - INFO - Epoch(train) [24][2160/3757] lr: 9.603e-03 eta: 1 day, 18:57:58 time: 0.365 data_time: 0.048 memory: 5036 grad_norm: 5.2076 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.4178 loss: 3.4178 2022/06/25 17:40:21 - mmengine - INFO - Epoch(train) [24][2180/3757] lr: 9.603e-03 eta: 1 day, 18:57:52 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 4.6641 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.3325 loss: 3.3325 2022/06/25 17:40:26 - mmengine - INFO - Epoch(train) [24][2200/3757] lr: 9.603e-03 eta: 1 day, 18:57:46 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 5.4224 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.3444 loss: 3.3444 2022/06/25 17:40:31 - mmengine - INFO - Epoch(train) [24][2220/3757] lr: 9.603e-03 eta: 1 day, 18:57:40 time: 0.255 data_time: 0.008 memory: 5036 grad_norm: 4.6208 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 3.2835 loss: 3.2835 2022/06/25 17:40:37 - mmengine - INFO - Epoch(train) [24][2240/3757] lr: 9.603e-03 eta: 1 day, 18:57:34 time: 0.257 data_time: 0.022 memory: 5036 grad_norm: 4.8471 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 3.1862 loss: 3.1862 2022/06/25 17:40:42 - mmengine - INFO - Epoch(train) [24][2260/3757] lr: 9.603e-03 eta: 1 day, 18:57:29 time: 0.260 data_time: 0.002 memory: 5036 grad_norm: 4.8665 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.9859 loss: 2.9859 2022/06/25 17:40:47 - mmengine - INFO - Epoch(train) [24][2280/3757] lr: 9.603e-03 eta: 1 day, 18:57:23 time: 0.306 data_time: 0.003 memory: 5036 grad_norm: 5.1914 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0191 loss: 3.0191 2022/06/25 17:40:52 - mmengine - INFO - Epoch(train) [24][2300/3757] lr: 9.603e-03 eta: 1 day, 18:57:18 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 5.2225 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 3.2241 loss: 3.2241 2022/06/25 17:40:58 - mmengine - INFO - Epoch(train) [24][2320/3757] lr: 9.603e-03 eta: 1 day, 18:57:13 time: 0.264 data_time: 0.022 memory: 5036 grad_norm: 5.7477 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.4696 loss: 3.4696 2022/06/25 17:41:03 - mmengine - INFO - Epoch(train) [24][2340/3757] lr: 9.603e-03 eta: 1 day, 18:57:09 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 4.5926 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.6198 loss: 3.6198 2022/06/25 17:41:09 - mmengine - INFO - Epoch(train) [24][2360/3757] lr: 9.603e-03 eta: 1 day, 18:57:05 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 4.5317 top1_acc: 0.1250 top5_acc: 0.8750 loss_cls: 2.9054 loss: 2.9054 2022/06/25 17:41:14 - mmengine - INFO - Epoch(train) [24][2380/3757] lr: 9.603e-03 eta: 1 day, 18:57:00 time: 0.251 data_time: 0.007 memory: 5036 grad_norm: 4.9363 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.5475 loss: 3.5475 2022/06/25 17:41:19 - mmengine - INFO - Epoch(train) [24][2400/3757] lr: 9.603e-03 eta: 1 day, 18:56:55 time: 0.260 data_time: 0.011 memory: 5036 grad_norm: 4.4852 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.2318 loss: 3.2318 2022/06/25 17:41:24 - mmengine - INFO - Epoch(train) [24][2420/3757] lr: 9.603e-03 eta: 1 day, 18:56:49 time: 0.243 data_time: 0.002 memory: 5036 grad_norm: 5.1041 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7239 loss: 2.7239 2022/06/25 17:41:30 - mmengine - INFO - Epoch(train) [24][2440/3757] lr: 9.603e-03 eta: 1 day, 18:56:43 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 4.4200 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2852 loss: 3.2852 2022/06/25 17:41:35 - mmengine - INFO - Epoch(train) [24][2460/3757] lr: 9.603e-03 eta: 1 day, 18:56:38 time: 0.246 data_time: 0.010 memory: 5036 grad_norm: 5.0291 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.2174 loss: 3.2174 2022/06/25 17:41:40 - mmengine - INFO - Epoch(train) [24][2480/3757] lr: 9.603e-03 eta: 1 day, 18:56:33 time: 0.262 data_time: 0.009 memory: 5036 grad_norm: 5.0030 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 3.4467 loss: 3.4467 2022/06/25 17:41:45 - mmengine - INFO - Epoch(train) [24][2500/3757] lr: 9.603e-03 eta: 1 day, 18:56:27 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 5.0901 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 3.1994 loss: 3.1994 2022/06/25 17:41:51 - mmengine - INFO - Epoch(train) [24][2520/3757] lr: 9.603e-03 eta: 1 day, 18:56:23 time: 0.258 data_time: 0.002 memory: 5036 grad_norm: 5.3958 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.4172 loss: 3.4172 2022/06/25 17:41:56 - mmengine - INFO - Epoch(train) [24][2540/3757] lr: 9.603e-03 eta: 1 day, 18:56:17 time: 0.248 data_time: 0.012 memory: 5036 grad_norm: 4.5383 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.6162 loss: 3.6162 2022/06/25 17:42:01 - mmengine - INFO - Epoch(train) [24][2560/3757] lr: 9.603e-03 eta: 1 day, 18:56:11 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 4.5730 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2510 loss: 3.2510 2022/06/25 17:42:06 - mmengine - INFO - Epoch(train) [24][2580/3757] lr: 9.603e-03 eta: 1 day, 18:56:06 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 5.2342 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.5386 loss: 3.5386 2022/06/25 17:42:09 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 17:42:12 - mmengine - INFO - Epoch(train) [24][2600/3757] lr: 9.603e-03 eta: 1 day, 18:56:00 time: 0.263 data_time: 0.002 memory: 5036 grad_norm: 5.0567 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.4535 loss: 3.4535 2022/06/25 17:42:17 - mmengine - INFO - Epoch(train) [24][2620/3757] lr: 9.603e-03 eta: 1 day, 18:55:54 time: 0.247 data_time: 0.005 memory: 5036 grad_norm: 4.5711 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3222 loss: 3.3222 2022/06/25 17:42:22 - mmengine - INFO - Epoch(train) [24][2640/3757] lr: 9.603e-03 eta: 1 day, 18:55:48 time: 0.249 data_time: 0.009 memory: 5036 grad_norm: 4.4866 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.5174 loss: 3.5174 2022/06/25 17:42:27 - mmengine - INFO - Epoch(train) [24][2660/3757] lr: 9.603e-03 eta: 1 day, 18:55:44 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 4.7258 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.4620 loss: 3.4620 2022/06/25 17:42:32 - mmengine - INFO - Epoch(train) [24][2680/3757] lr: 9.603e-03 eta: 1 day, 18:55:38 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 5.0140 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.6649 loss: 3.6649 2022/06/25 17:42:38 - mmengine - INFO - Epoch(train) [24][2700/3757] lr: 9.603e-03 eta: 1 day, 18:55:34 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 4.7340 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.1774 loss: 3.1774 2022/06/25 17:42:43 - mmengine - INFO - Epoch(train) [24][2720/3757] lr: 9.603e-03 eta: 1 day, 18:55:28 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 4.7976 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 3.2555 loss: 3.2555 2022/06/25 17:42:48 - mmengine - INFO - Epoch(train) [24][2740/3757] lr: 9.603e-03 eta: 1 day, 18:55:23 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 4.4703 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.2220 loss: 3.2220 2022/06/25 17:42:54 - mmengine - INFO - Epoch(train) [24][2760/3757] lr: 9.603e-03 eta: 1 day, 18:55:17 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 4.8189 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.5586 loss: 3.5586 2022/06/25 17:42:59 - mmengine - INFO - Epoch(train) [24][2780/3757] lr: 9.603e-03 eta: 1 day, 18:55:11 time: 0.244 data_time: 0.005 memory: 5036 grad_norm: 4.4638 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4752 loss: 3.4752 2022/06/25 17:43:04 - mmengine - INFO - Epoch(train) [24][2800/3757] lr: 9.603e-03 eta: 1 day, 18:55:05 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 4.3527 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1239 loss: 3.1239 2022/06/25 17:43:09 - mmengine - INFO - Epoch(train) [24][2820/3757] lr: 9.603e-03 eta: 1 day, 18:55:00 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 4.6821 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.6822 loss: 3.6822 2022/06/25 17:43:14 - mmengine - INFO - Epoch(train) [24][2840/3757] lr: 9.603e-03 eta: 1 day, 18:54:53 time: 0.251 data_time: 0.013 memory: 5036 grad_norm: 4.4813 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.8435 loss: 2.8435 2022/06/25 17:43:19 - mmengine - INFO - Epoch(train) [24][2860/3757] lr: 9.603e-03 eta: 1 day, 18:54:48 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 4.9249 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3974 loss: 3.3974 2022/06/25 17:43:25 - mmengine - INFO - Epoch(train) [24][2880/3757] lr: 9.603e-03 eta: 1 day, 18:54:42 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 5.2971 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0790 loss: 3.0790 2022/06/25 17:43:30 - mmengine - INFO - Epoch(train) [24][2900/3757] lr: 9.603e-03 eta: 1 day, 18:54:36 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 4.5666 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.3490 loss: 3.3490 2022/06/25 17:43:35 - mmengine - INFO - Epoch(train) [24][2920/3757] lr: 9.603e-03 eta: 1 day, 18:54:30 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 4.5770 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.1553 loss: 3.1553 2022/06/25 17:43:40 - mmengine - INFO - Epoch(train) [24][2940/3757] lr: 9.603e-03 eta: 1 day, 18:54:24 time: 0.259 data_time: 0.002 memory: 5036 grad_norm: 4.8421 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8625 loss: 2.8625 2022/06/25 17:43:45 - mmengine - INFO - Epoch(train) [24][2960/3757] lr: 9.603e-03 eta: 1 day, 18:54:18 time: 0.246 data_time: 0.009 memory: 5036 grad_norm: 5.2799 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.2315 loss: 3.2315 2022/06/25 17:43:50 - mmengine - INFO - Epoch(train) [24][2980/3757] lr: 9.603e-03 eta: 1 day, 18:54:12 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 4.9391 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.1917 loss: 3.1917 2022/06/25 17:43:56 - mmengine - INFO - Epoch(train) [24][3000/3757] lr: 9.603e-03 eta: 1 day, 18:54:06 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 4.0818 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.3813 loss: 3.3813 2022/06/25 17:44:01 - mmengine - INFO - Epoch(train) [24][3020/3757] lr: 9.603e-03 eta: 1 day, 18:54:01 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 4.7652 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.2892 loss: 3.2892 2022/06/25 17:44:06 - mmengine - INFO - Epoch(train) [24][3040/3757] lr: 9.603e-03 eta: 1 day, 18:53:56 time: 0.280 data_time: 0.002 memory: 5036 grad_norm: 4.2428 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2303 loss: 3.2303 2022/06/25 17:44:11 - mmengine - INFO - Epoch(train) [24][3060/3757] lr: 9.603e-03 eta: 1 day, 18:53:50 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 5.5485 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.3330 loss: 3.3330 2022/06/25 17:44:17 - mmengine - INFO - Epoch(train) [24][3080/3757] lr: 9.603e-03 eta: 1 day, 18:53:46 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 4.4915 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.4289 loss: 3.4289 2022/06/25 17:44:22 - mmengine - INFO - Epoch(train) [24][3100/3757] lr: 9.603e-03 eta: 1 day, 18:53:41 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 4.2681 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.9956 loss: 2.9956 2022/06/25 17:44:27 - mmengine - INFO - Epoch(train) [24][3120/3757] lr: 9.603e-03 eta: 1 day, 18:53:35 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 5.1416 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.7258 loss: 3.7258 2022/06/25 17:44:32 - mmengine - INFO - Epoch(train) [24][3140/3757] lr: 9.603e-03 eta: 1 day, 18:53:29 time: 0.261 data_time: 0.002 memory: 5036 grad_norm: 4.9083 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9863 loss: 2.9863 2022/06/25 17:44:38 - mmengine - INFO - Epoch(train) [24][3160/3757] lr: 9.603e-03 eta: 1 day, 18:53:27 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 5.5311 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.9360 loss: 2.9360 2022/06/25 17:44:43 - mmengine - INFO - Epoch(train) [24][3180/3757] lr: 9.603e-03 eta: 1 day, 18:53:21 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 4.7082 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.3504 loss: 3.3504 2022/06/25 17:44:48 - mmengine - INFO - Epoch(train) [24][3200/3757] lr: 9.603e-03 eta: 1 day, 18:53:15 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 5.1024 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.5839 loss: 3.5839 2022/06/25 17:44:54 - mmengine - INFO - Epoch(train) [24][3220/3757] lr: 9.603e-03 eta: 1 day, 18:53:10 time: 0.250 data_time: 0.008 memory: 5036 grad_norm: 5.2885 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.3779 loss: 3.3779 2022/06/25 17:44:59 - mmengine - INFO - Epoch(train) [24][3240/3757] lr: 9.603e-03 eta: 1 day, 18:53:06 time: 0.244 data_time: 0.004 memory: 5036 grad_norm: 4.7047 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.4226 loss: 3.4226 2022/06/25 17:45:05 - mmengine - INFO - Epoch(train) [24][3260/3757] lr: 9.603e-03 eta: 1 day, 18:53:01 time: 0.245 data_time: 0.008 memory: 5036 grad_norm: 4.3304 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9420 loss: 2.9420 2022/06/25 17:45:10 - mmengine - INFO - Epoch(train) [24][3280/3757] lr: 9.603e-03 eta: 1 day, 18:52:55 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 5.0556 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 3.1424 loss: 3.1424 2022/06/25 17:45:15 - mmengine - INFO - Epoch(train) [24][3300/3757] lr: 9.603e-03 eta: 1 day, 18:52:51 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 4.9916 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.2769 loss: 3.2769 2022/06/25 17:45:21 - mmengine - INFO - Epoch(train) [24][3320/3757] lr: 9.603e-03 eta: 1 day, 18:52:47 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 4.3785 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.0851 loss: 3.0851 2022/06/25 17:45:26 - mmengine - INFO - Epoch(train) [24][3340/3757] lr: 9.603e-03 eta: 1 day, 18:52:41 time: 0.247 data_time: 0.010 memory: 5036 grad_norm: 5.1075 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0487 loss: 3.0487 2022/06/25 17:45:31 - mmengine - INFO - Epoch(train) [24][3360/3757] lr: 9.603e-03 eta: 1 day, 18:52:35 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 4.8216 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0491 loss: 3.0491 2022/06/25 17:45:36 - mmengine - INFO - Epoch(train) [24][3380/3757] lr: 9.603e-03 eta: 1 day, 18:52:30 time: 0.362 data_time: 0.040 memory: 5036 grad_norm: 4.1534 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.6429 loss: 3.6429 2022/06/25 17:45:42 - mmengine - INFO - Epoch(train) [24][3400/3757] lr: 9.603e-03 eta: 1 day, 18:52:24 time: 0.256 data_time: 0.002 memory: 5036 grad_norm: 4.5912 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.2559 loss: 3.2559 2022/06/25 17:45:47 - mmengine - INFO - Epoch(train) [24][3420/3757] lr: 9.603e-03 eta: 1 day, 18:52:19 time: 0.247 data_time: 0.011 memory: 5036 grad_norm: 4.2609 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7365 loss: 2.7365 2022/06/25 17:45:52 - mmengine - INFO - Epoch(train) [24][3440/3757] lr: 9.603e-03 eta: 1 day, 18:52:13 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 5.0513 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.4358 loss: 3.4358 2022/06/25 17:45:57 - mmengine - INFO - Epoch(train) [24][3460/3757] lr: 9.603e-03 eta: 1 day, 18:52:08 time: 0.255 data_time: 0.011 memory: 5036 grad_norm: 5.1172 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.2588 loss: 3.2588 2022/06/25 17:46:02 - mmengine - INFO - Epoch(train) [24][3480/3757] lr: 9.603e-03 eta: 1 day, 18:52:02 time: 0.260 data_time: 0.002 memory: 5036 grad_norm: 4.2067 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.4177 loss: 3.4177 2022/06/25 17:46:08 - mmengine - INFO - Epoch(train) [24][3500/3757] lr: 9.603e-03 eta: 1 day, 18:51:56 time: 0.244 data_time: 0.006 memory: 5036 grad_norm: 4.6330 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.4532 loss: 3.4532 2022/06/25 17:46:13 - mmengine - INFO - Epoch(train) [24][3520/3757] lr: 9.603e-03 eta: 1 day, 18:51:50 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 4.0872 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.1030 loss: 3.1030 2022/06/25 17:46:18 - mmengine - INFO - Epoch(train) [24][3540/3757] lr: 9.603e-03 eta: 1 day, 18:51:45 time: 0.250 data_time: 0.013 memory: 5036 grad_norm: 4.4292 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8503 loss: 2.8503 2022/06/25 17:46:23 - mmengine - INFO - Epoch(train) [24][3560/3757] lr: 9.603e-03 eta: 1 day, 18:51:39 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 4.8164 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.5246 loss: 3.5246 2022/06/25 17:46:29 - mmengine - INFO - Epoch(train) [24][3580/3757] lr: 9.603e-03 eta: 1 day, 18:51:34 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 4.9894 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1876 loss: 3.1876 2022/06/25 17:46:31 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 17:46:34 - mmengine - INFO - Epoch(train) [24][3600/3757] lr: 9.603e-03 eta: 1 day, 18:51:28 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 4.9442 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.1635 loss: 3.1635 2022/06/25 17:46:39 - mmengine - INFO - Epoch(train) [24][3620/3757] lr: 9.603e-03 eta: 1 day, 18:51:23 time: 0.251 data_time: 0.005 memory: 5036 grad_norm: 4.8502 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.4758 loss: 3.4758 2022/06/25 17:46:44 - mmengine - INFO - Epoch(train) [24][3640/3757] lr: 9.603e-03 eta: 1 day, 18:51:17 time: 0.258 data_time: 0.002 memory: 5036 grad_norm: 4.8221 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.2559 loss: 3.2559 2022/06/25 17:46:49 - mmengine - INFO - Epoch(train) [24][3660/3757] lr: 9.603e-03 eta: 1 day, 18:51:12 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 4.8745 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2874 loss: 3.2874 2022/06/25 17:46:55 - mmengine - INFO - Epoch(train) [24][3680/3757] lr: 9.603e-03 eta: 1 day, 18:51:06 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 4.5251 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 3.4949 loss: 3.4949 2022/06/25 17:47:00 - mmengine - INFO - Epoch(train) [24][3700/3757] lr: 9.603e-03 eta: 1 day, 18:51:00 time: 0.256 data_time: 0.008 memory: 5036 grad_norm: 4.7304 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.6344 loss: 3.6344 2022/06/25 17:47:05 - mmengine - INFO - Epoch(train) [24][3720/3757] lr: 9.603e-03 eta: 1 day, 18:50:55 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 4.6261 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.2685 loss: 3.2685 2022/06/25 17:47:10 - mmengine - INFO - Epoch(train) [24][3740/3757] lr: 9.603e-03 eta: 1 day, 18:50:49 time: 0.236 data_time: 0.002 memory: 5036 grad_norm: 4.6537 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.2293 loss: 3.2293 2022/06/25 17:47:14 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 17:47:14 - mmengine - INFO - Saving checkpoint at 24 epochs 2022/06/25 17:47:27 - mmengine - INFO - Epoch(val) [24][20/310] eta: 0:01:41 time: 0.113 data_time: 0.011 memory: 5036 2022/06/25 17:47:31 - mmengine - INFO - Epoch(val) [24][40/310] eta: 0:01:35 time: 0.109 data_time: 0.008 memory: 1723 2022/06/25 17:47:36 - mmengine - INFO - Epoch(val) [24][60/310] eta: 0:00:37 time: 0.123 data_time: 0.008 memory: 1723 2022/06/25 17:47:41 - mmengine - INFO - Epoch(val) [24][80/310] eta: 0:00:23 time: 0.103 data_time: 0.002 memory: 1723 2022/06/25 17:47:48 - mmengine - INFO - Epoch(val) [24][100/310] eta: 0:01:17 time: 0.118 data_time: 0.012 memory: 1723 2022/06/25 17:47:52 - mmengine - INFO - Epoch(val) [24][120/310] eta: 0:01:04 time: 0.103 data_time: 0.001 memory: 1723 2022/06/25 17:47:57 - mmengine - INFO - Epoch(val) [24][140/310] eta: 0:00:18 time: 0.109 data_time: 0.007 memory: 1723 2022/06/25 17:48:01 - mmengine - INFO - Epoch(val) [24][160/310] eta: 0:00:16 time: 0.111 data_time: 0.005 memory: 1723 2022/06/25 17:48:08 - mmengine - INFO - Epoch(val) [24][180/310] eta: 0:00:43 time: 0.702 data_time: 0.601 memory: 1723 2022/06/25 17:48:13 - mmengine - INFO - Epoch(val) [24][200/310] eta: 0:00:39 time: 0.116 data_time: 0.007 memory: 1723 2022/06/25 17:48:17 - mmengine - INFO - Epoch(val) [24][220/310] eta: 0:00:12 time: 0.103 data_time: 0.001 memory: 1723 2022/06/25 17:48:22 - mmengine - INFO - Epoch(val) [24][240/310] eta: 0:00:07 time: 0.103 data_time: 0.001 memory: 1723 2022/06/25 17:48:29 - mmengine - INFO - Epoch(val) [24][260/310] eta: 0:00:16 time: 0.112 data_time: 0.010 memory: 1723 2022/06/25 17:48:33 - mmengine - INFO - Epoch(val) [24][280/310] eta: 0:00:09 time: 0.113 data_time: 0.006 memory: 1723 2022/06/25 17:48:36 - mmengine - INFO - Epoch(val) [24][300/310] eta: 0:00:01 time: 0.102 data_time: 0.001 memory: 1723 2022/06/25 17:48:38 - mmengine - INFO - Epoch(val) [24][310/310] acc/top1: 0.3560 acc/top5: 0.6272 acc/mean1: 0.3558 2022/06/25 17:48:48 - mmengine - INFO - Epoch(train) [25][20/3757] lr: 9.568e-03 eta: 1 day, 18:50:54 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 5.0132 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.7076 loss: 2.7076 2022/06/25 17:48:53 - mmengine - INFO - Epoch(train) [25][40/3757] lr: 9.568e-03 eta: 1 day, 18:50:50 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 4.6357 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.3256 loss: 3.3256 2022/06/25 17:48:59 - mmengine - INFO - Epoch(train) [25][60/3757] lr: 9.568e-03 eta: 1 day, 18:50:46 time: 0.249 data_time: 0.013 memory: 5036 grad_norm: 5.0401 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2113 loss: 3.2113 2022/06/25 17:49:04 - mmengine - INFO - Epoch(train) [25][80/3757] lr: 9.568e-03 eta: 1 day, 18:50:39 time: 0.241 data_time: 0.003 memory: 5036 grad_norm: 5.0328 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 3.0959 loss: 3.0959 2022/06/25 17:49:09 - mmengine - INFO - Epoch(train) [25][100/3757] lr: 9.568e-03 eta: 1 day, 18:50:38 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 4.6406 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.5282 loss: 3.5282 2022/06/25 17:49:15 - mmengine - INFO - Epoch(train) [25][120/3757] lr: 9.568e-03 eta: 1 day, 18:50:32 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 4.6747 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.2281 loss: 3.2281 2022/06/25 17:49:20 - mmengine - INFO - Epoch(train) [25][140/3757] lr: 9.568e-03 eta: 1 day, 18:50:28 time: 0.247 data_time: 0.005 memory: 5036 grad_norm: 4.8922 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.0732 loss: 3.0732 2022/06/25 17:49:25 - mmengine - INFO - Epoch(train) [25][160/3757] lr: 9.568e-03 eta: 1 day, 18:50:21 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 5.1575 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.4718 loss: 3.4718 2022/06/25 17:49:30 - mmengine - INFO - Epoch(train) [25][180/3757] lr: 9.568e-03 eta: 1 day, 18:50:15 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 4.3682 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9989 loss: 2.9989 2022/06/25 17:49:35 - mmengine - INFO - Epoch(train) [25][200/3757] lr: 9.568e-03 eta: 1 day, 18:50:08 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 4.6739 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.9748 loss: 2.9748 2022/06/25 17:49:40 - mmengine - INFO - Epoch(train) [25][220/3757] lr: 9.568e-03 eta: 1 day, 18:50:03 time: 0.246 data_time: 0.005 memory: 5036 grad_norm: 3.9808 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2682 loss: 3.2682 2022/06/25 17:49:46 - mmengine - INFO - Epoch(train) [25][240/3757] lr: 9.568e-03 eta: 1 day, 18:49:57 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 5.0835 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.2813 loss: 3.2813 2022/06/25 17:49:51 - mmengine - INFO - Epoch(train) [25][260/3757] lr: 9.568e-03 eta: 1 day, 18:49:52 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 4.8988 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1990 loss: 3.1990 2022/06/25 17:49:56 - mmengine - INFO - Epoch(train) [25][280/3757] lr: 9.568e-03 eta: 1 day, 18:49:48 time: 0.343 data_time: 0.003 memory: 5036 grad_norm: 4.9871 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.2748 loss: 3.2748 2022/06/25 17:50:02 - mmengine - INFO - Epoch(train) [25][300/3757] lr: 9.568e-03 eta: 1 day, 18:49:44 time: 0.243 data_time: 0.002 memory: 5036 grad_norm: 4.6321 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.5524 loss: 3.5524 2022/06/25 17:50:07 - mmengine - INFO - Epoch(train) [25][320/3757] lr: 9.568e-03 eta: 1 day, 18:49:39 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 4.5729 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8725 loss: 2.8725 2022/06/25 17:50:13 - mmengine - INFO - Epoch(train) [25][340/3757] lr: 9.568e-03 eta: 1 day, 18:49:34 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 4.7745 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.2324 loss: 3.2324 2022/06/25 17:50:19 - mmengine - INFO - Epoch(train) [25][360/3757] lr: 9.568e-03 eta: 1 day, 18:49:34 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 5.0875 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.7463 loss: 3.7463 2022/06/25 17:50:24 - mmengine - INFO - Epoch(train) [25][380/3757] lr: 9.568e-03 eta: 1 day, 18:49:28 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 4.6237 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.1152 loss: 3.1152 2022/06/25 17:50:29 - mmengine - INFO - Epoch(train) [25][400/3757] lr: 9.568e-03 eta: 1 day, 18:49:22 time: 0.247 data_time: 0.006 memory: 5036 grad_norm: 5.3379 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8951 loss: 2.8951 2022/06/25 17:50:34 - mmengine - INFO - Epoch(train) [25][420/3757] lr: 9.568e-03 eta: 1 day, 18:49:17 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 4.5765 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.5743 loss: 3.5743 2022/06/25 17:50:40 - mmengine - INFO - Epoch(train) [25][440/3757] lr: 9.568e-03 eta: 1 day, 18:49:14 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 4.7539 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.2243 loss: 3.2243 2022/06/25 17:50:45 - mmengine - INFO - Epoch(train) [25][460/3757] lr: 9.568e-03 eta: 1 day, 18:49:08 time: 0.248 data_time: 0.008 memory: 5036 grad_norm: 5.2156 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0990 loss: 3.0990 2022/06/25 17:50:50 - mmengine - INFO - Epoch(train) [25][480/3757] lr: 9.568e-03 eta: 1 day, 18:49:01 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 4.3486 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.3276 loss: 3.3276 2022/06/25 17:50:55 - mmengine - INFO - Epoch(train) [25][500/3757] lr: 9.568e-03 eta: 1 day, 18:48:55 time: 0.254 data_time: 0.005 memory: 5036 grad_norm: 4.9320 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0529 loss: 3.0529 2022/06/25 17:51:00 - mmengine - INFO - Epoch(train) [25][520/3757] lr: 9.568e-03 eta: 1 day, 18:48:48 time: 0.249 data_time: 0.008 memory: 5036 grad_norm: 4.5557 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0196 loss: 3.0196 2022/06/25 17:51:05 - mmengine - INFO - Epoch(train) [25][540/3757] lr: 9.568e-03 eta: 1 day, 18:48:42 time: 0.250 data_time: 0.005 memory: 5036 grad_norm: 5.1853 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2282 loss: 3.2282 2022/06/25 17:51:10 - mmengine - INFO - Epoch(train) [25][560/3757] lr: 9.568e-03 eta: 1 day, 18:48:35 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 5.0459 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.5643 loss: 3.5643 2022/06/25 17:51:16 - mmengine - INFO - Epoch(train) [25][580/3757] lr: 9.568e-03 eta: 1 day, 18:48:29 time: 0.249 data_time: 0.007 memory: 5036 grad_norm: 5.2720 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.1040 loss: 3.1040 2022/06/25 17:51:21 - mmengine - INFO - Epoch(train) [25][600/3757] lr: 9.568e-03 eta: 1 day, 18:48:26 time: 0.251 data_time: 0.009 memory: 5036 grad_norm: 4.6833 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0990 loss: 3.0990 2022/06/25 17:51:26 - mmengine - INFO - Epoch(train) [25][620/3757] lr: 9.568e-03 eta: 1 day, 18:48:19 time: 0.251 data_time: 0.005 memory: 5036 grad_norm: 5.2292 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.1176 loss: 3.1176 2022/06/25 17:51:32 - mmengine - INFO - Epoch(train) [25][640/3757] lr: 9.568e-03 eta: 1 day, 18:48:14 time: 0.251 data_time: 0.005 memory: 5036 grad_norm: 5.7168 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.2905 loss: 3.2905 2022/06/25 17:51:37 - mmengine - INFO - Epoch(train) [25][660/3757] lr: 9.568e-03 eta: 1 day, 18:48:09 time: 0.328 data_time: 0.002 memory: 5036 grad_norm: 4.4040 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.2520 loss: 3.2520 2022/06/25 17:51:42 - mmengine - INFO - Epoch(train) [25][680/3757] lr: 9.568e-03 eta: 1 day, 18:48:02 time: 0.253 data_time: 0.005 memory: 5036 grad_norm: 5.0417 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.7682 loss: 3.7682 2022/06/25 17:51:47 - mmengine - INFO - Epoch(train) [25][700/3757] lr: 9.568e-03 eta: 1 day, 18:47:56 time: 0.261 data_time: 0.002 memory: 5036 grad_norm: 4.8904 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.4436 loss: 3.4436 2022/06/25 17:51:52 - mmengine - INFO - Epoch(train) [25][720/3757] lr: 9.568e-03 eta: 1 day, 18:47:50 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 4.8398 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.6139 loss: 3.6139 2022/06/25 17:51:57 - mmengine - INFO - Epoch(train) [25][740/3757] lr: 9.568e-03 eta: 1 day, 18:47:44 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 4.9235 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.5405 loss: 3.5405 2022/06/25 17:52:02 - mmengine - INFO - Epoch(train) [25][760/3757] lr: 9.568e-03 eta: 1 day, 18:47:38 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 4.7992 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.2535 loss: 3.2535 2022/06/25 17:52:08 - mmengine - INFO - Epoch(train) [25][780/3757] lr: 9.568e-03 eta: 1 day, 18:47:32 time: 0.262 data_time: 0.005 memory: 5036 grad_norm: 4.7329 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.3173 loss: 3.3173 2022/06/25 17:52:13 - mmengine - INFO - Epoch(train) [25][800/3757] lr: 9.568e-03 eta: 1 day, 18:47:26 time: 0.266 data_time: 0.002 memory: 5036 grad_norm: 5.0514 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.5375 loss: 3.5375 2022/06/25 17:52:19 - mmengine - INFO - Epoch(train) [25][820/3757] lr: 9.568e-03 eta: 1 day, 18:47:24 time: 0.265 data_time: 0.002 memory: 5036 grad_norm: 5.0292 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.3733 loss: 3.3733 2022/06/25 17:52:22 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 17:52:24 - mmengine - INFO - Epoch(train) [25][840/3757] lr: 9.568e-03 eta: 1 day, 18:47:18 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 5.2857 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2262 loss: 3.2262 2022/06/25 17:52:29 - mmengine - INFO - Epoch(train) [25][860/3757] lr: 9.568e-03 eta: 1 day, 18:47:14 time: 0.274 data_time: 0.002 memory: 5036 grad_norm: 5.3082 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 2.9693 loss: 2.9693 2022/06/25 17:52:34 - mmengine - INFO - Epoch(train) [25][880/3757] lr: 9.568e-03 eta: 1 day, 18:47:07 time: 0.253 data_time: 0.005 memory: 5036 grad_norm: 4.8244 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.2640 loss: 3.2640 2022/06/25 17:52:39 - mmengine - INFO - Epoch(train) [25][900/3757] lr: 9.568e-03 eta: 1 day, 18:47:02 time: 0.268 data_time: 0.002 memory: 5036 grad_norm: 5.1441 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.3125 loss: 3.3125 2022/06/25 17:52:45 - mmengine - INFO - Epoch(train) [25][920/3757] lr: 9.568e-03 eta: 1 day, 18:46:56 time: 0.257 data_time: 0.002 memory: 5036 grad_norm: 4.1514 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.4116 loss: 3.4116 2022/06/25 17:52:50 - mmengine - INFO - Epoch(train) [25][940/3757] lr: 9.568e-03 eta: 1 day, 18:46:50 time: 0.279 data_time: 0.008 memory: 5036 grad_norm: 4.7223 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.4060 loss: 3.4060 2022/06/25 17:52:55 - mmengine - INFO - Epoch(train) [25][960/3757] lr: 9.568e-03 eta: 1 day, 18:46:44 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 4.9550 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.0286 loss: 3.0286 2022/06/25 17:53:00 - mmengine - INFO - Epoch(train) [25][980/3757] lr: 9.568e-03 eta: 1 day, 18:46:38 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 4.4448 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.3709 loss: 3.3709 2022/06/25 17:53:05 - mmengine - INFO - Epoch(train) [25][1000/3757] lr: 9.568e-03 eta: 1 day, 18:46:32 time: 0.242 data_time: 0.003 memory: 5036 grad_norm: 4.8571 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7948 loss: 2.7948 2022/06/25 17:53:10 - mmengine - INFO - Epoch(train) [25][1020/3757] lr: 9.568e-03 eta: 1 day, 18:46:26 time: 0.273 data_time: 0.006 memory: 5036 grad_norm: 4.1979 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 3.2922 loss: 3.2922 2022/06/25 17:53:16 - mmengine - INFO - Epoch(train) [25][1040/3757] lr: 9.568e-03 eta: 1 day, 18:46:20 time: 0.256 data_time: 0.002 memory: 5036 grad_norm: 4.5010 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8714 loss: 2.8714 2022/06/25 17:53:21 - mmengine - INFO - Epoch(train) [25][1060/3757] lr: 9.568e-03 eta: 1 day, 18:46:15 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 4.9090 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.2632 loss: 3.2632 2022/06/25 17:53:26 - mmengine - INFO - Epoch(train) [25][1080/3757] lr: 9.568e-03 eta: 1 day, 18:46:09 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 5.2942 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.6275 loss: 3.6275 2022/06/25 17:53:31 - mmengine - INFO - Epoch(train) [25][1100/3757] lr: 9.568e-03 eta: 1 day, 18:46:04 time: 0.279 data_time: 0.002 memory: 5036 grad_norm: 4.8253 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.3073 loss: 3.3073 2022/06/25 17:53:36 - mmengine - INFO - Epoch(train) [25][1120/3757] lr: 9.568e-03 eta: 1 day, 18:45:58 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 4.7372 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1843 loss: 3.1843 2022/06/25 17:53:42 - mmengine - INFO - Epoch(train) [25][1140/3757] lr: 9.568e-03 eta: 1 day, 18:45:55 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 5.0817 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.3033 loss: 3.3033 2022/06/25 17:53:47 - mmengine - INFO - Epoch(train) [25][1160/3757] lr: 9.568e-03 eta: 1 day, 18:45:49 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 4.8752 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.2445 loss: 3.2445 2022/06/25 17:53:53 - mmengine - INFO - Epoch(train) [25][1180/3757] lr: 9.568e-03 eta: 1 day, 18:45:44 time: 0.278 data_time: 0.003 memory: 5036 grad_norm: 5.0018 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.5915 loss: 3.5915 2022/06/25 17:53:58 - mmengine - INFO - Epoch(train) [25][1200/3757] lr: 9.568e-03 eta: 1 day, 18:45:38 time: 0.259 data_time: 0.002 memory: 5036 grad_norm: 4.5675 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.4064 loss: 3.4064 2022/06/25 17:54:03 - mmengine - INFO - Epoch(train) [25][1220/3757] lr: 9.568e-03 eta: 1 day, 18:45:32 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 4.0336 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1216 loss: 3.1216 2022/06/25 17:54:08 - mmengine - INFO - Epoch(train) [25][1240/3757] lr: 9.568e-03 eta: 1 day, 18:45:26 time: 0.257 data_time: 0.002 memory: 5036 grad_norm: 5.3766 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.0571 loss: 3.0571 2022/06/25 17:54:13 - mmengine - INFO - Epoch(train) [25][1260/3757] lr: 9.568e-03 eta: 1 day, 18:45:21 time: 0.257 data_time: 0.002 memory: 5036 grad_norm: 5.3786 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.1476 loss: 3.1476 2022/06/25 17:54:19 - mmengine - INFO - Epoch(train) [25][1280/3757] lr: 9.568e-03 eta: 1 day, 18:45:18 time: 0.269 data_time: 0.005 memory: 5036 grad_norm: 4.8233 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7543 loss: 2.7543 2022/06/25 17:54:24 - mmengine - INFO - Epoch(train) [25][1300/3757] lr: 9.568e-03 eta: 1 day, 18:45:12 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 5.5456 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.1758 loss: 3.1758 2022/06/25 17:54:29 - mmengine - INFO - Epoch(train) [25][1320/3757] lr: 9.568e-03 eta: 1 day, 18:45:07 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 4.6221 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.2170 loss: 3.2170 2022/06/25 17:54:35 - mmengine - INFO - Epoch(train) [25][1340/3757] lr: 9.568e-03 eta: 1 day, 18:45:01 time: 0.270 data_time: 0.002 memory: 5036 grad_norm: 5.4733 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9862 loss: 2.9862 2022/06/25 17:54:40 - mmengine - INFO - Epoch(train) [25][1360/3757] lr: 9.568e-03 eta: 1 day, 18:44:55 time: 0.267 data_time: 0.003 memory: 5036 grad_norm: 4.2991 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.2833 loss: 3.2833 2022/06/25 17:54:45 - mmengine - INFO - Epoch(train) [25][1380/3757] lr: 9.568e-03 eta: 1 day, 18:44:49 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 5.4822 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.3023 loss: 3.3023 2022/06/25 17:54:50 - mmengine - INFO - Epoch(train) [25][1400/3757] lr: 9.568e-03 eta: 1 day, 18:44:44 time: 0.260 data_time: 0.002 memory: 5036 grad_norm: 5.0704 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.3516 loss: 3.3516 2022/06/25 17:54:55 - mmengine - INFO - Epoch(train) [25][1420/3757] lr: 9.568e-03 eta: 1 day, 18:44:38 time: 0.261 data_time: 0.002 memory: 5036 grad_norm: 4.8694 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3107 loss: 3.3107 2022/06/25 17:55:00 - mmengine - INFO - Epoch(train) [25][1440/3757] lr: 9.568e-03 eta: 1 day, 18:44:32 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 4.3769 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.4534 loss: 3.4534 2022/06/25 17:55:06 - mmengine - INFO - Epoch(train) [25][1460/3757] lr: 9.568e-03 eta: 1 day, 18:44:26 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 4.5767 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0427 loss: 3.0427 2022/06/25 17:55:11 - mmengine - INFO - Epoch(train) [25][1480/3757] lr: 9.568e-03 eta: 1 day, 18:44:21 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 4.9609 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.5325 loss: 3.5325 2022/06/25 17:55:16 - mmengine - INFO - Epoch(train) [25][1500/3757] lr: 9.568e-03 eta: 1 day, 18:44:15 time: 0.279 data_time: 0.002 memory: 5036 grad_norm: 4.9221 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.3271 loss: 3.3271 2022/06/25 17:55:22 - mmengine - INFO - Epoch(train) [25][1520/3757] lr: 9.568e-03 eta: 1 day, 18:44:13 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 4.4739 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.9825 loss: 2.9825 2022/06/25 17:55:27 - mmengine - INFO - Epoch(train) [25][1540/3757] lr: 9.568e-03 eta: 1 day, 18:44:09 time: 0.518 data_time: 0.002 memory: 5036 grad_norm: 4.6211 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.4708 loss: 3.4708 2022/06/25 17:55:32 - mmengine - INFO - Epoch(train) [25][1560/3757] lr: 9.568e-03 eta: 1 day, 18:44:03 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 4.9411 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2058 loss: 3.2058 2022/06/25 17:55:38 - mmengine - INFO - Epoch(train) [25][1580/3757] lr: 9.568e-03 eta: 1 day, 18:43:58 time: 0.261 data_time: 0.002 memory: 5036 grad_norm: 4.0284 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8466 loss: 2.8466 2022/06/25 17:55:43 - mmengine - INFO - Epoch(train) [25][1600/3757] lr: 9.568e-03 eta: 1 day, 18:43:52 time: 0.248 data_time: 0.009 memory: 5036 grad_norm: 4.1470 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2045 loss: 3.2045 2022/06/25 17:55:48 - mmengine - INFO - Epoch(train) [25][1620/3757] lr: 9.568e-03 eta: 1 day, 18:43:47 time: 0.261 data_time: 0.002 memory: 5036 grad_norm: 4.9401 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0349 loss: 3.0349 2022/06/25 17:55:53 - mmengine - INFO - Epoch(train) [25][1640/3757] lr: 9.568e-03 eta: 1 day, 18:43:41 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 5.4037 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.8207 loss: 2.8207 2022/06/25 17:55:59 - mmengine - INFO - Epoch(train) [25][1660/3757] lr: 9.568e-03 eta: 1 day, 18:43:36 time: 0.269 data_time: 0.005 memory: 5036 grad_norm: 5.1595 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2903 loss: 3.2903 2022/06/25 17:56:04 - mmengine - INFO - Epoch(train) [25][1680/3757] lr: 9.568e-03 eta: 1 day, 18:43:29 time: 0.244 data_time: 0.005 memory: 5036 grad_norm: 4.6900 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8525 loss: 2.8525 2022/06/25 17:56:09 - mmengine - INFO - Epoch(train) [25][1700/3757] lr: 9.568e-03 eta: 1 day, 18:43:24 time: 0.267 data_time: 0.002 memory: 5036 grad_norm: 4.7191 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2651 loss: 3.2651 2022/06/25 17:56:14 - mmengine - INFO - Epoch(train) [25][1720/3757] lr: 9.568e-03 eta: 1 day, 18:43:18 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 4.7011 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.4264 loss: 3.4264 2022/06/25 17:56:20 - mmengine - INFO - Epoch(train) [25][1740/3757] lr: 9.568e-03 eta: 1 day, 18:43:15 time: 0.270 data_time: 0.002 memory: 5036 grad_norm: 5.1183 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8355 loss: 2.8355 2022/06/25 17:56:25 - mmengine - INFO - Epoch(train) [25][1760/3757] lr: 9.568e-03 eta: 1 day, 18:43:09 time: 0.262 data_time: 0.002 memory: 5036 grad_norm: 4.9478 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.5497 loss: 3.5497 2022/06/25 17:56:30 - mmengine - INFO - Epoch(train) [25][1780/3757] lr: 9.568e-03 eta: 1 day, 18:43:04 time: 0.258 data_time: 0.002 memory: 5036 grad_norm: 5.0945 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0499 loss: 3.0499 2022/06/25 17:56:35 - mmengine - INFO - Epoch(train) [25][1800/3757] lr: 9.568e-03 eta: 1 day, 18:42:58 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 4.7175 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.2142 loss: 3.2142 2022/06/25 17:56:41 - mmengine - INFO - Epoch(train) [25][1820/3757] lr: 9.568e-03 eta: 1 day, 18:42:52 time: 0.252 data_time: 0.005 memory: 5036 grad_norm: 4.8816 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.5985 loss: 3.5985 2022/06/25 17:56:44 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 17:56:46 - mmengine - INFO - Epoch(train) [25][1840/3757] lr: 9.568e-03 eta: 1 day, 18:42:46 time: 0.251 data_time: 0.005 memory: 5036 grad_norm: 5.7128 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2646 loss: 3.2646 2022/06/25 17:56:51 - mmengine - INFO - Epoch(train) [25][1860/3757] lr: 9.568e-03 eta: 1 day, 18:42:40 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 4.6773 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.4369 loss: 3.4369 2022/06/25 17:56:56 - mmengine - INFO - Epoch(train) [25][1880/3757] lr: 9.568e-03 eta: 1 day, 18:42:34 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 4.6781 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.5576 loss: 3.5576 2022/06/25 17:57:01 - mmengine - INFO - Epoch(train) [25][1900/3757] lr: 9.568e-03 eta: 1 day, 18:42:30 time: 0.241 data_time: 0.002 memory: 5036 grad_norm: 4.2335 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.9735 loss: 2.9735 2022/06/25 17:57:07 - mmengine - INFO - Epoch(train) [25][1920/3757] lr: 9.568e-03 eta: 1 day, 18:42:23 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 4.1072 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.1056 loss: 3.1056 2022/06/25 17:57:12 - mmengine - INFO - Epoch(train) [25][1940/3757] lr: 9.568e-03 eta: 1 day, 18:42:18 time: 0.268 data_time: 0.002 memory: 5036 grad_norm: 4.7472 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4881 loss: 3.4881 2022/06/25 17:57:17 - mmengine - INFO - Epoch(train) [25][1960/3757] lr: 9.568e-03 eta: 1 day, 18:42:14 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 4.4811 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.3154 loss: 3.3154 2022/06/25 17:57:22 - mmengine - INFO - Epoch(train) [25][1980/3757] lr: 9.568e-03 eta: 1 day, 18:42:07 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 4.7874 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0950 loss: 3.0950 2022/06/25 17:57:28 - mmengine - INFO - Epoch(train) [25][2000/3757] lr: 9.568e-03 eta: 1 day, 18:42:02 time: 0.267 data_time: 0.002 memory: 5036 grad_norm: 4.6638 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0608 loss: 3.0608 2022/06/25 17:57:33 - mmengine - INFO - Epoch(train) [25][2020/3757] lr: 9.568e-03 eta: 1 day, 18:41:55 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 4.5641 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0727 loss: 3.0727 2022/06/25 17:57:38 - mmengine - INFO - Epoch(train) [25][2040/3757] lr: 9.568e-03 eta: 1 day, 18:41:49 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 4.5001 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1970 loss: 3.1970 2022/06/25 17:57:43 - mmengine - INFO - Epoch(train) [25][2060/3757] lr: 9.568e-03 eta: 1 day, 18:41:43 time: 0.248 data_time: 0.009 memory: 5036 grad_norm: 4.6718 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.5533 loss: 3.5533 2022/06/25 17:57:48 - mmengine - INFO - Epoch(train) [25][2080/3757] lr: 9.568e-03 eta: 1 day, 18:41:37 time: 0.242 data_time: 0.003 memory: 5036 grad_norm: 4.5215 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.3840 loss: 3.3840 2022/06/25 17:57:53 - mmengine - INFO - Epoch(train) [25][2100/3757] lr: 9.568e-03 eta: 1 day, 18:41:31 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 4.8676 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8613 loss: 2.8613 2022/06/25 17:57:58 - mmengine - INFO - Epoch(train) [25][2120/3757] lr: 9.568e-03 eta: 1 day, 18:41:26 time: 0.258 data_time: 0.016 memory: 5036 grad_norm: 4.3844 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 3.3512 loss: 3.3512 2022/06/25 17:58:04 - mmengine - INFO - Epoch(train) [25][2140/3757] lr: 9.568e-03 eta: 1 day, 18:41:20 time: 0.258 data_time: 0.002 memory: 5036 grad_norm: 4.7639 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2275 loss: 3.2275 2022/06/25 17:58:09 - mmengine - INFO - Epoch(train) [25][2160/3757] lr: 9.568e-03 eta: 1 day, 18:41:14 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 4.4811 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.1304 loss: 3.1304 2022/06/25 17:58:14 - mmengine - INFO - Epoch(train) [25][2180/3757] lr: 9.568e-03 eta: 1 day, 18:41:08 time: 0.270 data_time: 0.002 memory: 5036 grad_norm: 4.4715 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.9474 loss: 2.9474 2022/06/25 17:58:19 - mmengine - INFO - Epoch(train) [25][2200/3757] lr: 9.568e-03 eta: 1 day, 18:41:04 time: 0.259 data_time: 0.022 memory: 5036 grad_norm: 5.3308 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.3533 loss: 3.3533 2022/06/25 17:58:25 - mmengine - INFO - Epoch(train) [25][2220/3757] lr: 9.568e-03 eta: 1 day, 18:40:58 time: 0.263 data_time: 0.002 memory: 5036 grad_norm: 4.5615 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1038 loss: 3.1038 2022/06/25 17:58:30 - mmengine - INFO - Epoch(train) [25][2240/3757] lr: 9.568e-03 eta: 1 day, 18:40:53 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 4.7571 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4485 loss: 3.4485 2022/06/25 17:58:35 - mmengine - INFO - Epoch(train) [25][2260/3757] lr: 9.568e-03 eta: 1 day, 18:40:47 time: 0.256 data_time: 0.002 memory: 5036 grad_norm: 4.7202 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.5279 loss: 3.5279 2022/06/25 17:58:40 - mmengine - INFO - Epoch(train) [25][2280/3757] lr: 9.568e-03 eta: 1 day, 18:40:42 time: 0.266 data_time: 0.025 memory: 5036 grad_norm: 4.6705 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0620 loss: 3.0620 2022/06/25 17:58:46 - mmengine - INFO - Epoch(train) [25][2300/3757] lr: 9.568e-03 eta: 1 day, 18:40:36 time: 0.270 data_time: 0.002 memory: 5036 grad_norm: 5.0691 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.6581 loss: 3.6581 2022/06/25 17:58:51 - mmengine - INFO - Epoch(train) [25][2320/3757] lr: 9.568e-03 eta: 1 day, 18:40:31 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 5.2135 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.6218 loss: 3.6218 2022/06/25 17:58:56 - mmengine - INFO - Epoch(train) [25][2340/3757] lr: 9.568e-03 eta: 1 day, 18:40:25 time: 0.258 data_time: 0.002 memory: 5036 grad_norm: 5.2265 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.8895 loss: 3.8895 2022/06/25 17:59:01 - mmengine - INFO - Epoch(train) [25][2360/3757] lr: 9.568e-03 eta: 1 day, 18:40:20 time: 0.266 data_time: 0.020 memory: 5036 grad_norm: 4.9903 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.3302 loss: 3.3302 2022/06/25 17:59:06 - mmengine - INFO - Epoch(train) [25][2380/3757] lr: 9.568e-03 eta: 1 day, 18:40:14 time: 0.256 data_time: 0.002 memory: 5036 grad_norm: 4.8389 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.4073 loss: 3.4073 2022/06/25 17:59:12 - mmengine - INFO - Epoch(train) [25][2400/3757] lr: 9.568e-03 eta: 1 day, 18:40:08 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 4.7718 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.6863 loss: 3.6863 2022/06/25 17:59:17 - mmengine - INFO - Epoch(train) [25][2420/3757] lr: 9.568e-03 eta: 1 day, 18:40:02 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 4.4985 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.3531 loss: 3.3531 2022/06/25 17:59:22 - mmengine - INFO - Epoch(train) [25][2440/3757] lr: 9.568e-03 eta: 1 day, 18:39:58 time: 0.280 data_time: 0.013 memory: 5036 grad_norm: 4.9871 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.5683 loss: 3.5683 2022/06/25 17:59:28 - mmengine - INFO - Epoch(train) [25][2460/3757] lr: 9.568e-03 eta: 1 day, 18:39:54 time: 0.374 data_time: 0.004 memory: 5036 grad_norm: 4.3873 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.7240 loss: 3.7240 2022/06/25 17:59:33 - mmengine - INFO - Epoch(train) [25][2480/3757] lr: 9.568e-03 eta: 1 day, 18:39:47 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 5.0040 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1737 loss: 3.1737 2022/06/25 17:59:38 - mmengine - INFO - Epoch(train) [25][2500/3757] lr: 9.568e-03 eta: 1 day, 18:39:44 time: 0.256 data_time: 0.002 memory: 5036 grad_norm: 4.7013 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.3412 loss: 3.3412 2022/06/25 17:59:43 - mmengine - INFO - Epoch(train) [25][2520/3757] lr: 9.568e-03 eta: 1 day, 18:39:37 time: 0.264 data_time: 0.022 memory: 5036 grad_norm: 4.8158 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9214 loss: 2.9214 2022/06/25 17:59:49 - mmengine - INFO - Epoch(train) [25][2540/3757] lr: 9.568e-03 eta: 1 day, 18:39:32 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 4.7959 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.3118 loss: 3.3118 2022/06/25 17:59:54 - mmengine - INFO - Epoch(train) [25][2560/3757] lr: 9.568e-03 eta: 1 day, 18:39:26 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 4.9912 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.3919 loss: 3.3919 2022/06/25 17:59:59 - mmengine - INFO - Epoch(train) [25][2580/3757] lr: 9.568e-03 eta: 1 day, 18:39:24 time: 0.262 data_time: 0.002 memory: 5036 grad_norm: 4.9649 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.7130 loss: 3.7130 2022/06/25 18:00:06 - mmengine - INFO - Epoch(train) [25][2600/3757] lr: 9.568e-03 eta: 1 day, 18:39:28 time: 0.266 data_time: 0.018 memory: 5036 grad_norm: 4.9285 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0119 loss: 3.0119 2022/06/25 18:00:11 - mmengine - INFO - Epoch(train) [25][2620/3757] lr: 9.568e-03 eta: 1 day, 18:39:22 time: 0.249 data_time: 0.008 memory: 5036 grad_norm: 4.8535 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.3247 loss: 3.3247 2022/06/25 18:00:17 - mmengine - INFO - Epoch(train) [25][2640/3757] lr: 9.568e-03 eta: 1 day, 18:39:15 time: 0.246 data_time: 0.010 memory: 5036 grad_norm: 4.8787 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.6341 loss: 3.6341 2022/06/25 18:00:22 - mmengine - INFO - Epoch(train) [25][2660/3757] lr: 9.568e-03 eta: 1 day, 18:39:12 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 4.4988 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.4689 loss: 3.4689 2022/06/25 18:00:27 - mmengine - INFO - Epoch(train) [25][2680/3757] lr: 9.568e-03 eta: 1 day, 18:39:05 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 5.0529 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.5710 loss: 3.5710 2022/06/25 18:00:32 - mmengine - INFO - Epoch(train) [25][2700/3757] lr: 9.568e-03 eta: 1 day, 18:38:59 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 4.8528 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.5068 loss: 3.5068 2022/06/25 18:00:37 - mmengine - INFO - Epoch(train) [25][2720/3757] lr: 9.568e-03 eta: 1 day, 18:38:52 time: 0.250 data_time: 0.005 memory: 5036 grad_norm: 4.7005 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.9735 loss: 2.9735 2022/06/25 18:00:42 - mmengine - INFO - Epoch(train) [25][2740/3757] lr: 9.568e-03 eta: 1 day, 18:38:46 time: 0.246 data_time: 0.005 memory: 5036 grad_norm: 4.6790 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4009 loss: 3.4009 2022/06/25 18:00:47 - mmengine - INFO - Epoch(train) [25][2760/3757] lr: 9.568e-03 eta: 1 day, 18:38:39 time: 0.252 data_time: 0.010 memory: 5036 grad_norm: 4.6281 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 3.1798 loss: 3.1798 2022/06/25 18:00:52 - mmengine - INFO - Epoch(train) [25][2780/3757] lr: 9.568e-03 eta: 1 day, 18:38:33 time: 0.260 data_time: 0.011 memory: 5036 grad_norm: 4.7470 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.1952 loss: 3.1952 2022/06/25 18:00:58 - mmengine - INFO - Epoch(train) [25][2800/3757] lr: 9.568e-03 eta: 1 day, 18:38:27 time: 0.360 data_time: 0.005 memory: 5036 grad_norm: 4.2479 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 3.2237 loss: 3.2237 2022/06/25 18:01:03 - mmengine - INFO - Epoch(train) [25][2820/3757] lr: 9.568e-03 eta: 1 day, 18:38:20 time: 0.252 data_time: 0.005 memory: 5036 grad_norm: 5.1428 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6711 loss: 2.6711 2022/06/25 18:01:06 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 18:01:08 - mmengine - INFO - Epoch(train) [25][2840/3757] lr: 9.568e-03 eta: 1 day, 18:38:14 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 5.3197 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.2694 loss: 3.2694 2022/06/25 18:01:13 - mmengine - INFO - Epoch(train) [25][2860/3757] lr: 9.568e-03 eta: 1 day, 18:38:07 time: 0.249 data_time: 0.009 memory: 5036 grad_norm: 4.3804 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.3664 loss: 3.3664 2022/06/25 18:01:19 - mmengine - INFO - Epoch(train) [25][2880/3757] lr: 9.568e-03 eta: 1 day, 18:38:05 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 4.4900 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 2.9220 loss: 2.9220 2022/06/25 18:01:24 - mmengine - INFO - Epoch(train) [25][2900/3757] lr: 9.568e-03 eta: 1 day, 18:37:59 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 4.0868 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3006 loss: 3.3006 2022/06/25 18:01:29 - mmengine - INFO - Epoch(train) [25][2920/3757] lr: 9.568e-03 eta: 1 day, 18:37:53 time: 0.249 data_time: 0.008 memory: 5036 grad_norm: 5.6379 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 3.1951 loss: 3.1951 2022/06/25 18:01:34 - mmengine - INFO - Epoch(train) [25][2940/3757] lr: 9.568e-03 eta: 1 day, 18:37:47 time: 0.254 data_time: 0.008 memory: 5036 grad_norm: 4.1538 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.4123 loss: 3.4123 2022/06/25 18:01:40 - mmengine - INFO - Epoch(train) [25][2960/3757] lr: 9.568e-03 eta: 1 day, 18:37:45 time: 0.248 data_time: 0.005 memory: 5036 grad_norm: 4.9697 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1057 loss: 3.1057 2022/06/25 18:01:45 - mmengine - INFO - Epoch(train) [25][2980/3757] lr: 9.568e-03 eta: 1 day, 18:37:38 time: 0.241 data_time: 0.003 memory: 5036 grad_norm: 5.2089 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.4247 loss: 3.4247 2022/06/25 18:01:50 - mmengine - INFO - Epoch(train) [25][3000/3757] lr: 9.568e-03 eta: 1 day, 18:37:32 time: 0.253 data_time: 0.005 memory: 5036 grad_norm: 4.9171 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0665 loss: 3.0665 2022/06/25 18:01:55 - mmengine - INFO - Epoch(train) [25][3020/3757] lr: 9.568e-03 eta: 1 day, 18:37:26 time: 0.251 data_time: 0.008 memory: 5036 grad_norm: 4.9056 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.3476 loss: 3.3476 2022/06/25 18:02:00 - mmengine - INFO - Epoch(train) [25][3040/3757] lr: 9.568e-03 eta: 1 day, 18:37:20 time: 0.249 data_time: 0.005 memory: 5036 grad_norm: 4.5587 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.1695 loss: 3.1695 2022/06/25 18:02:05 - mmengine - INFO - Epoch(train) [25][3060/3757] lr: 9.568e-03 eta: 1 day, 18:37:14 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 4.8422 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.8849 loss: 3.8849 2022/06/25 18:02:10 - mmengine - INFO - Epoch(train) [25][3080/3757] lr: 9.568e-03 eta: 1 day, 18:37:07 time: 0.251 data_time: 0.005 memory: 5036 grad_norm: 5.4718 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1110 loss: 3.1110 2022/06/25 18:02:16 - mmengine - INFO - Epoch(train) [25][3100/3757] lr: 9.568e-03 eta: 1 day, 18:37:01 time: 0.250 data_time: 0.009 memory: 5036 grad_norm: 4.1048 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1380 loss: 3.1380 2022/06/25 18:02:21 - mmengine - INFO - Epoch(train) [25][3120/3757] lr: 9.568e-03 eta: 1 day, 18:36:54 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 4.5531 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.9279 loss: 2.9279 2022/06/25 18:02:26 - mmengine - INFO - Epoch(train) [25][3140/3757] lr: 9.568e-03 eta: 1 day, 18:36:48 time: 0.255 data_time: 0.008 memory: 5036 grad_norm: 4.5285 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0655 loss: 3.0655 2022/06/25 18:02:31 - mmengine - INFO - Epoch(train) [25][3160/3757] lr: 9.568e-03 eta: 1 day, 18:36:42 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 4.6242 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2391 loss: 3.2391 2022/06/25 18:02:36 - mmengine - INFO - Epoch(train) [25][3180/3757] lr: 9.568e-03 eta: 1 day, 18:36:35 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 4.8702 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.7443 loss: 2.7443 2022/06/25 18:02:41 - mmengine - INFO - Epoch(train) [25][3200/3757] lr: 9.568e-03 eta: 1 day, 18:36:29 time: 0.255 data_time: 0.005 memory: 5036 grad_norm: 4.6193 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0070 loss: 3.0070 2022/06/25 18:02:46 - mmengine - INFO - Epoch(train) [25][3220/3757] lr: 9.568e-03 eta: 1 day, 18:36:24 time: 0.263 data_time: 0.002 memory: 5036 grad_norm: 5.0156 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8351 loss: 2.8351 2022/06/25 18:02:51 - mmengine - INFO - Epoch(train) [25][3240/3757] lr: 9.568e-03 eta: 1 day, 18:36:17 time: 0.259 data_time: 0.002 memory: 5036 grad_norm: 4.4136 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.8962 loss: 2.8962 2022/06/25 18:02:57 - mmengine - INFO - Epoch(train) [25][3260/3757] lr: 9.568e-03 eta: 1 day, 18:36:11 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 4.6844 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0632 loss: 3.0632 2022/06/25 18:03:02 - mmengine - INFO - Epoch(train) [25][3280/3757] lr: 9.568e-03 eta: 1 day, 18:36:09 time: 0.261 data_time: 0.011 memory: 5036 grad_norm: 4.5926 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.6891 loss: 2.6891 2022/06/25 18:03:08 - mmengine - INFO - Epoch(train) [25][3300/3757] lr: 9.568e-03 eta: 1 day, 18:36:04 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 4.5077 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.3442 loss: 3.3442 2022/06/25 18:03:13 - mmengine - INFO - Epoch(train) [25][3320/3757] lr: 9.568e-03 eta: 1 day, 18:35:57 time: 0.258 data_time: 0.002 memory: 5036 grad_norm: 4.8222 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.3963 loss: 3.3963 2022/06/25 18:03:18 - mmengine - INFO - Epoch(train) [25][3340/3757] lr: 9.568e-03 eta: 1 day, 18:35:53 time: 0.423 data_time: 0.083 memory: 5036 grad_norm: 4.5310 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3377 loss: 3.3377 2022/06/25 18:03:23 - mmengine - INFO - Epoch(train) [25][3360/3757] lr: 9.568e-03 eta: 1 day, 18:35:46 time: 0.265 data_time: 0.011 memory: 5036 grad_norm: 4.3623 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2482 loss: 3.2482 2022/06/25 18:03:28 - mmengine - INFO - Epoch(train) [25][3380/3757] lr: 9.568e-03 eta: 1 day, 18:35:40 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 4.7721 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.9560 loss: 2.9560 2022/06/25 18:03:33 - mmengine - INFO - Epoch(train) [25][3400/3757] lr: 9.568e-03 eta: 1 day, 18:35:34 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 5.1308 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.4447 loss: 3.4447 2022/06/25 18:03:39 - mmengine - INFO - Epoch(train) [25][3420/3757] lr: 9.568e-03 eta: 1 day, 18:35:30 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 4.8735 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.5866 loss: 3.5866 2022/06/25 18:03:45 - mmengine - INFO - Epoch(train) [25][3440/3757] lr: 9.568e-03 eta: 1 day, 18:35:28 time: 0.268 data_time: 0.002 memory: 5036 grad_norm: 4.4955 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2105 loss: 3.2105 2022/06/25 18:03:50 - mmengine - INFO - Epoch(train) [25][3460/3757] lr: 9.568e-03 eta: 1 day, 18:35:22 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 5.0378 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.3227 loss: 3.3227 2022/06/25 18:03:55 - mmengine - INFO - Epoch(train) [25][3480/3757] lr: 9.568e-03 eta: 1 day, 18:35:16 time: 0.256 data_time: 0.002 memory: 5036 grad_norm: 4.1696 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.4006 loss: 3.4006 2022/06/25 18:04:00 - mmengine - INFO - Epoch(train) [25][3500/3757] lr: 9.568e-03 eta: 1 day, 18:35:11 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 5.6102 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.4708 loss: 3.4708 2022/06/25 18:04:05 - mmengine - INFO - Epoch(train) [25][3520/3757] lr: 9.568e-03 eta: 1 day, 18:35:06 time: 0.271 data_time: 0.002 memory: 5036 grad_norm: 4.8509 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.2546 loss: 3.2546 2022/06/25 18:04:11 - mmengine - INFO - Epoch(train) [25][3540/3757] lr: 9.568e-03 eta: 1 day, 18:35:00 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 4.4076 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.9248 loss: 2.9248 2022/06/25 18:04:16 - mmengine - INFO - Epoch(train) [25][3560/3757] lr: 9.568e-03 eta: 1 day, 18:34:58 time: 0.261 data_time: 0.002 memory: 5036 grad_norm: 4.7734 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.3596 loss: 3.3596 2022/06/25 18:04:22 - mmengine - INFO - Epoch(train) [25][3580/3757] lr: 9.568e-03 eta: 1 day, 18:34:54 time: 0.264 data_time: 0.002 memory: 5036 grad_norm: 4.6830 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2548 loss: 3.2548 2022/06/25 18:04:27 - mmengine - INFO - Epoch(train) [25][3600/3757] lr: 9.568e-03 eta: 1 day, 18:34:48 time: 0.260 data_time: 0.002 memory: 5036 grad_norm: 4.8111 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.1639 loss: 3.1639 2022/06/25 18:04:32 - mmengine - INFO - Epoch(train) [25][3620/3757] lr: 9.568e-03 eta: 1 day, 18:34:43 time: 0.248 data_time: 0.005 memory: 5036 grad_norm: 4.8662 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.4168 loss: 3.4168 2022/06/25 18:04:38 - mmengine - INFO - Epoch(train) [25][3640/3757] lr: 9.568e-03 eta: 1 day, 18:34:37 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 4.2258 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.2419 loss: 3.2419 2022/06/25 18:04:43 - mmengine - INFO - Epoch(train) [25][3660/3757] lr: 9.568e-03 eta: 1 day, 18:34:32 time: 0.247 data_time: 0.005 memory: 5036 grad_norm: 4.8881 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0260 loss: 3.0260 2022/06/25 18:04:48 - mmengine - INFO - Epoch(train) [25][3680/3757] lr: 9.568e-03 eta: 1 day, 18:34:26 time: 0.356 data_time: 0.002 memory: 5036 grad_norm: 4.7854 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1048 loss: 3.1048 2022/06/25 18:04:53 - mmengine - INFO - Epoch(train) [25][3700/3757] lr: 9.568e-03 eta: 1 day, 18:34:20 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 4.6817 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9327 loss: 2.9327 2022/06/25 18:04:59 - mmengine - INFO - Epoch(train) [25][3720/3757] lr: 9.568e-03 eta: 1 day, 18:34:16 time: 0.312 data_time: 0.006 memory: 5036 grad_norm: 4.9516 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.3326 loss: 3.3326 2022/06/25 18:05:04 - mmengine - INFO - Epoch(train) [25][3740/3757] lr: 9.568e-03 eta: 1 day, 18:34:09 time: 0.235 data_time: 0.007 memory: 5036 grad_norm: 4.2296 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9802 loss: 2.9802 2022/06/25 18:05:08 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 18:05:08 - mmengine - INFO - Saving checkpoint at 25 epochs 2022/06/25 18:05:21 - mmengine - INFO - Epoch(val) [25][20/310] eta: 0:01:45 time: 0.113 data_time: 0.005 memory: 5036 2022/06/25 18:05:26 - mmengine - INFO - Epoch(val) [25][40/310] eta: 0:01:37 time: 0.110 data_time: 0.007 memory: 1723 2022/06/25 18:05:30 - mmengine - INFO - Epoch(val) [25][60/310] eta: 0:00:26 time: 0.103 data_time: 0.001 memory: 1723 2022/06/25 18:05:34 - mmengine - INFO - Epoch(val) [25][80/310] eta: 0:00:24 time: 0.108 data_time: 0.001 memory: 1723 2022/06/25 18:05:41 - mmengine - INFO - Epoch(val) [25][100/310] eta: 0:01:09 time: 0.114 data_time: 0.012 memory: 1723 2022/06/25 18:05:46 - mmengine - INFO - Epoch(val) [25][120/310] eta: 0:01:09 time: 0.107 data_time: 0.005 memory: 1723 2022/06/25 18:05:51 - mmengine - INFO - Epoch(val) [25][140/310] eta: 0:00:18 time: 0.103 data_time: 0.001 memory: 1723 2022/06/25 18:05:56 - mmengine - INFO - Epoch(val) [25][160/310] eta: 0:00:15 time: 0.108 data_time: 0.001 memory: 1723 2022/06/25 18:06:02 - mmengine - INFO - Epoch(val) [25][180/310] eta: 0:00:34 time: 0.106 data_time: 0.001 memory: 1723 2022/06/25 18:06:07 - mmengine - INFO - Epoch(val) [25][200/310] eta: 0:00:37 time: 0.104 data_time: 0.002 memory: 1723 2022/06/25 18:06:12 - mmengine - INFO - Epoch(val) [25][220/310] eta: 0:00:13 time: 0.103 data_time: 0.002 memory: 1723 2022/06/25 18:06:17 - mmengine - INFO - Epoch(val) [25][240/310] eta: 0:00:09 time: 0.106 data_time: 0.001 memory: 1723 2022/06/25 18:06:23 - mmengine - INFO - Epoch(val) [25][260/310] eta: 0:00:15 time: 0.108 data_time: 0.001 memory: 1723 2022/06/25 18:06:28 - mmengine - INFO - Epoch(val) [25][280/310] eta: 0:00:08 time: 0.116 data_time: 0.002 memory: 1723 2022/06/25 18:06:30 - mmengine - INFO - Epoch(val) [25][300/310] eta: 0:00:01 time: 0.102 data_time: 0.001 memory: 1723 2022/06/25 18:06:32 - mmengine - INFO - Epoch(val) [25][310/310] acc/top1: 0.3573 acc/top5: 0.6269 acc/mean1: 0.3570 2022/06/25 18:06:42 - mmengine - INFO - Epoch(train) [26][20/3757] lr: 9.532e-03 eta: 1 day, 18:34:13 time: 0.258 data_time: 0.002 memory: 5036 grad_norm: 4.2443 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.9499 loss: 2.9499 2022/06/25 18:06:47 - mmengine - INFO - Epoch(train) [26][40/3757] lr: 9.532e-03 eta: 1 day, 18:34:09 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 4.7843 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.1089 loss: 3.1089 2022/06/25 18:06:53 - mmengine - INFO - Epoch(train) [26][60/3757] lr: 9.532e-03 eta: 1 day, 18:34:07 time: 0.256 data_time: 0.002 memory: 5036 grad_norm: 5.0031 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.0868 loss: 3.0868 2022/06/25 18:06:57 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 18:06:58 - mmengine - INFO - Epoch(train) [26][80/3757] lr: 9.532e-03 eta: 1 day, 18:34:00 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 4.9331 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.4575 loss: 3.4575 2022/06/25 18:07:03 - mmengine - INFO - Epoch(train) [26][100/3757] lr: 9.532e-03 eta: 1 day, 18:33:55 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 4.9596 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.5480 loss: 3.5480 2022/06/25 18:07:08 - mmengine - INFO - Epoch(train) [26][120/3757] lr: 9.532e-03 eta: 1 day, 18:33:50 time: 0.261 data_time: 0.002 memory: 5036 grad_norm: 5.0307 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4659 loss: 3.4659 2022/06/25 18:07:14 - mmengine - INFO - Epoch(train) [26][140/3757] lr: 9.532e-03 eta: 1 day, 18:33:44 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 4.8274 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0657 loss: 3.0657 2022/06/25 18:07:19 - mmengine - INFO - Epoch(train) [26][160/3757] lr: 9.532e-03 eta: 1 day, 18:33:38 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 4.6722 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.7048 loss: 3.7048 2022/06/25 18:07:24 - mmengine - INFO - Epoch(train) [26][180/3757] lr: 9.532e-03 eta: 1 day, 18:33:35 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 4.1379 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.2020 loss: 3.2020 2022/06/25 18:07:30 - mmengine - INFO - Epoch(train) [26][200/3757] lr: 9.532e-03 eta: 1 day, 18:33:31 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 4.4130 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2048 loss: 3.2048 2022/06/25 18:07:35 - mmengine - INFO - Epoch(train) [26][220/3757] lr: 9.532e-03 eta: 1 day, 18:33:25 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 4.4460 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.4520 loss: 3.4520 2022/06/25 18:07:40 - mmengine - INFO - Epoch(train) [26][240/3757] lr: 9.532e-03 eta: 1 day, 18:33:19 time: 0.247 data_time: 0.006 memory: 5036 grad_norm: 4.8552 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1843 loss: 3.1843 2022/06/25 18:07:45 - mmengine - INFO - Epoch(train) [26][260/3757] lr: 9.532e-03 eta: 1 day, 18:33:13 time: 0.259 data_time: 0.002 memory: 5036 grad_norm: 5.3889 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.3755 loss: 3.3755 2022/06/25 18:07:51 - mmengine - INFO - Epoch(train) [26][280/3757] lr: 9.532e-03 eta: 1 day, 18:33:09 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 4.4568 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.3847 loss: 3.3847 2022/06/25 18:07:56 - mmengine - INFO - Epoch(train) [26][300/3757] lr: 9.532e-03 eta: 1 day, 18:33:03 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 4.7452 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.9526 loss: 2.9526 2022/06/25 18:08:01 - mmengine - INFO - Epoch(train) [26][320/3757] lr: 9.532e-03 eta: 1 day, 18:32:58 time: 0.248 data_time: 0.005 memory: 5036 grad_norm: 4.5159 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.2241 loss: 3.2241 2022/06/25 18:08:06 - mmengine - INFO - Epoch(train) [26][340/3757] lr: 9.532e-03 eta: 1 day, 18:32:52 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 4.6057 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.4201 loss: 3.4201 2022/06/25 18:08:12 - mmengine - INFO - Epoch(train) [26][360/3757] lr: 9.532e-03 eta: 1 day, 18:32:46 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 4.8056 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2361 loss: 3.2361 2022/06/25 18:08:17 - mmengine - INFO - Epoch(train) [26][380/3757] lr: 9.532e-03 eta: 1 day, 18:32:40 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 4.5629 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.5011 loss: 3.5011 2022/06/25 18:08:22 - mmengine - INFO - Epoch(train) [26][400/3757] lr: 9.532e-03 eta: 1 day, 18:32:34 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 4.1382 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9044 loss: 2.9044 2022/06/25 18:08:27 - mmengine - INFO - Epoch(train) [26][420/3757] lr: 9.532e-03 eta: 1 day, 18:32:28 time: 0.245 data_time: 0.003 memory: 5036 grad_norm: 5.1039 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.2497 loss: 3.2497 2022/06/25 18:08:33 - mmengine - INFO - Epoch(train) [26][440/3757] lr: 9.532e-03 eta: 1 day, 18:32:26 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 4.1099 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.6730 loss: 2.6730 2022/06/25 18:08:38 - mmengine - INFO - Epoch(train) [26][460/3757] lr: 9.532e-03 eta: 1 day, 18:32:20 time: 0.256 data_time: 0.005 memory: 5036 grad_norm: 5.4276 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9771 loss: 2.9771 2022/06/25 18:08:43 - mmengine - INFO - Epoch(train) [26][480/3757] lr: 9.532e-03 eta: 1 day, 18:32:14 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 5.0762 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.4192 loss: 3.4192 2022/06/25 18:08:49 - mmengine - INFO - Epoch(train) [26][500/3757] lr: 9.532e-03 eta: 1 day, 18:32:12 time: 0.824 data_time: 0.002 memory: 5036 grad_norm: 4.7439 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2213 loss: 3.2213 2022/06/25 18:08:54 - mmengine - INFO - Epoch(train) [26][520/3757] lr: 9.532e-03 eta: 1 day, 18:32:06 time: 0.248 data_time: 0.008 memory: 5036 grad_norm: 4.2549 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.3152 loss: 3.3152 2022/06/25 18:08:59 - mmengine - INFO - Epoch(train) [26][540/3757] lr: 9.532e-03 eta: 1 day, 18:32:00 time: 0.248 data_time: 0.008 memory: 5036 grad_norm: 4.6150 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.1009 loss: 3.1009 2022/06/25 18:09:04 - mmengine - INFO - Epoch(train) [26][560/3757] lr: 9.532e-03 eta: 1 day, 18:31:53 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 4.4137 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0128 loss: 3.0128 2022/06/25 18:09:10 - mmengine - INFO - Epoch(train) [26][580/3757] lr: 9.532e-03 eta: 1 day, 18:31:51 time: 0.243 data_time: 0.002 memory: 5036 grad_norm: 5.2452 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2347 loss: 3.2347 2022/06/25 18:09:15 - mmengine - INFO - Epoch(train) [26][600/3757] lr: 9.532e-03 eta: 1 day, 18:31:45 time: 0.249 data_time: 0.014 memory: 5036 grad_norm: 4.7866 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.0557 loss: 3.0557 2022/06/25 18:09:20 - mmengine - INFO - Epoch(train) [26][620/3757] lr: 9.532e-03 eta: 1 day, 18:31:38 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 4.5237 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1801 loss: 3.1801 2022/06/25 18:09:25 - mmengine - INFO - Epoch(train) [26][640/3757] lr: 9.532e-03 eta: 1 day, 18:31:32 time: 0.251 data_time: 0.009 memory: 5036 grad_norm: 4.4762 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.8625 loss: 2.8625 2022/06/25 18:09:30 - mmengine - INFO - Epoch(train) [26][660/3757] lr: 9.532e-03 eta: 1 day, 18:31:26 time: 0.255 data_time: 0.005 memory: 5036 grad_norm: 5.0971 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.6123 loss: 3.6123 2022/06/25 18:09:35 - mmengine - INFO - Epoch(train) [26][680/3757] lr: 9.532e-03 eta: 1 day, 18:31:19 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 5.1706 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9290 loss: 2.9290 2022/06/25 18:09:41 - mmengine - INFO - Epoch(train) [26][700/3757] lr: 9.532e-03 eta: 1 day, 18:31:14 time: 0.250 data_time: 0.009 memory: 5036 grad_norm: 4.9654 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.2493 loss: 3.2493 2022/06/25 18:09:46 - mmengine - INFO - Epoch(train) [26][720/3757] lr: 9.532e-03 eta: 1 day, 18:31:07 time: 0.245 data_time: 0.003 memory: 5036 grad_norm: 4.7570 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.3714 loss: 3.3714 2022/06/25 18:09:51 - mmengine - INFO - Epoch(train) [26][740/3757] lr: 9.532e-03 eta: 1 day, 18:31:02 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 4.9097 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.3990 loss: 3.3990 2022/06/25 18:09:56 - mmengine - INFO - Epoch(train) [26][760/3757] lr: 9.532e-03 eta: 1 day, 18:30:55 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 4.1156 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.4825 loss: 3.4825 2022/06/25 18:10:01 - mmengine - INFO - Epoch(train) [26][780/3757] lr: 9.532e-03 eta: 1 day, 18:30:49 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 5.0930 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1913 loss: 3.1913 2022/06/25 18:10:06 - mmengine - INFO - Epoch(train) [26][800/3757] lr: 9.532e-03 eta: 1 day, 18:30:43 time: 0.264 data_time: 0.021 memory: 5036 grad_norm: 4.6941 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.5055 loss: 3.5055 2022/06/25 18:10:12 - mmengine - INFO - Epoch(train) [26][820/3757] lr: 9.532e-03 eta: 1 day, 18:30:41 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 4.8977 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.5574 loss: 3.5574 2022/06/25 18:10:17 - mmengine - INFO - Epoch(train) [26][840/3757] lr: 9.532e-03 eta: 1 day, 18:30:35 time: 0.258 data_time: 0.002 memory: 5036 grad_norm: 5.4085 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.5722 loss: 3.5722 2022/06/25 18:10:22 - mmengine - INFO - Epoch(train) [26][860/3757] lr: 9.532e-03 eta: 1 day, 18:30:29 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 5.1956 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3193 loss: 3.3193 2022/06/25 18:10:28 - mmengine - INFO - Epoch(train) [26][880/3757] lr: 9.532e-03 eta: 1 day, 18:30:23 time: 0.255 data_time: 0.016 memory: 5036 grad_norm: 4.7818 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.5328 loss: 3.5328 2022/06/25 18:10:33 - mmengine - INFO - Epoch(train) [26][900/3757] lr: 9.532e-03 eta: 1 day, 18:30:18 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 5.2162 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.2660 loss: 3.2660 2022/06/25 18:10:38 - mmengine - INFO - Epoch(train) [26][920/3757] lr: 9.532e-03 eta: 1 day, 18:30:12 time: 0.242 data_time: 0.003 memory: 5036 grad_norm: 4.1674 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0782 loss: 3.0782 2022/06/25 18:10:43 - mmengine - INFO - Epoch(train) [26][940/3757] lr: 9.532e-03 eta: 1 day, 18:30:06 time: 0.261 data_time: 0.002 memory: 5036 grad_norm: 4.6423 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.3840 loss: 3.3840 2022/06/25 18:10:48 - mmengine - INFO - Epoch(train) [26][960/3757] lr: 9.532e-03 eta: 1 day, 18:30:00 time: 0.247 data_time: 0.011 memory: 5036 grad_norm: 4.8040 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2607 loss: 3.2607 2022/06/25 18:10:54 - mmengine - INFO - Epoch(train) [26][980/3757] lr: 9.532e-03 eta: 1 day, 18:29:54 time: 0.247 data_time: 0.005 memory: 5036 grad_norm: 4.7363 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.5536 loss: 3.5536 2022/06/25 18:10:59 - mmengine - INFO - Epoch(train) [26][1000/3757] lr: 9.532e-03 eta: 1 day, 18:29:49 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 4.5156 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 3.3494 loss: 3.3494 2022/06/25 18:11:04 - mmengine - INFO - Epoch(train) [26][1020/3757] lr: 9.532e-03 eta: 1 day, 18:29:43 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 5.3324 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.4809 loss: 3.4809 2022/06/25 18:11:09 - mmengine - INFO - Epoch(train) [26][1040/3757] lr: 9.532e-03 eta: 1 day, 18:29:37 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 4.7751 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1660 loss: 3.1660 2022/06/25 18:11:14 - mmengine - INFO - Epoch(train) [26][1060/3757] lr: 9.532e-03 eta: 1 day, 18:29:31 time: 0.250 data_time: 0.013 memory: 5036 grad_norm: 4.8661 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0392 loss: 3.0392 2022/06/25 18:11:18 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 18:11:19 - mmengine - INFO - Epoch(train) [26][1080/3757] lr: 9.532e-03 eta: 1 day, 18:29:25 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 4.8081 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2395 loss: 3.2395 2022/06/25 18:11:25 - mmengine - INFO - Epoch(train) [26][1100/3757] lr: 9.532e-03 eta: 1 day, 18:29:20 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 4.4233 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.1526 loss: 3.1526 2022/06/25 18:11:30 - mmengine - INFO - Epoch(train) [26][1120/3757] lr: 9.532e-03 eta: 1 day, 18:29:16 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 4.4813 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0107 loss: 3.0107 2022/06/25 18:11:35 - mmengine - INFO - Epoch(train) [26][1140/3757] lr: 9.532e-03 eta: 1 day, 18:29:10 time: 0.262 data_time: 0.005 memory: 5036 grad_norm: 5.0875 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.3980 loss: 3.3980 2022/06/25 18:11:40 - mmengine - INFO - Epoch(train) [26][1160/3757] lr: 9.532e-03 eta: 1 day, 18:29:04 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 4.9805 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.2656 loss: 3.2656 2022/06/25 18:11:46 - mmengine - INFO - Epoch(train) [26][1180/3757] lr: 9.532e-03 eta: 1 day, 18:28:59 time: 0.258 data_time: 0.002 memory: 5036 grad_norm: 4.4556 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0068 loss: 3.0068 2022/06/25 18:11:52 - mmengine - INFO - Epoch(train) [26][1200/3757] lr: 9.532e-03 eta: 1 day, 18:28:57 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 5.2088 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2110 loss: 3.2110 2022/06/25 18:11:57 - mmengine - INFO - Epoch(train) [26][1220/3757] lr: 9.532e-03 eta: 1 day, 18:28:51 time: 0.251 data_time: 0.008 memory: 5036 grad_norm: 4.8533 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3133 loss: 3.3133 2022/06/25 18:12:02 - mmengine - INFO - Epoch(train) [26][1240/3757] lr: 9.532e-03 eta: 1 day, 18:28:46 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 4.8516 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.7802 loss: 2.7802 2022/06/25 18:12:07 - mmengine - INFO - Epoch(train) [26][1260/3757] lr: 9.532e-03 eta: 1 day, 18:28:41 time: 0.267 data_time: 0.003 memory: 5036 grad_norm: 5.1589 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0190 loss: 3.0190 2022/06/25 18:12:13 - mmengine - INFO - Epoch(train) [26][1280/3757] lr: 9.532e-03 eta: 1 day, 18:28:39 time: 0.265 data_time: 0.002 memory: 5036 grad_norm: 4.4223 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.4892 loss: 3.4892 2022/06/25 18:12:18 - mmengine - INFO - Epoch(train) [26][1300/3757] lr: 9.532e-03 eta: 1 day, 18:28:33 time: 0.250 data_time: 0.005 memory: 5036 grad_norm: 4.3640 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1224 loss: 3.1224 2022/06/25 18:12:23 - mmengine - INFO - Epoch(train) [26][1320/3757] lr: 9.532e-03 eta: 1 day, 18:28:27 time: 0.264 data_time: 0.006 memory: 5036 grad_norm: 5.4666 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.4850 loss: 3.4850 2022/06/25 18:12:29 - mmengine - INFO - Epoch(train) [26][1340/3757] lr: 9.532e-03 eta: 1 day, 18:28:23 time: 0.379 data_time: 0.008 memory: 5036 grad_norm: 4.8441 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.4836 loss: 3.4836 2022/06/25 18:12:34 - mmengine - INFO - Epoch(train) [26][1360/3757] lr: 9.532e-03 eta: 1 day, 18:28:17 time: 0.247 data_time: 0.005 memory: 5036 grad_norm: 4.9480 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 3.0426 loss: 3.0426 2022/06/25 18:12:39 - mmengine - INFO - Epoch(train) [26][1380/3757] lr: 9.532e-03 eta: 1 day, 18:28:11 time: 0.249 data_time: 0.005 memory: 5036 grad_norm: 4.5806 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2227 loss: 3.2227 2022/06/25 18:12:44 - mmengine - INFO - Epoch(train) [26][1400/3757] lr: 9.532e-03 eta: 1 day, 18:28:04 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 4.7669 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3296 loss: 3.3296 2022/06/25 18:12:50 - mmengine - INFO - Epoch(train) [26][1420/3757] lr: 9.532e-03 eta: 1 day, 18:27:59 time: 0.250 data_time: 0.005 memory: 5036 grad_norm: 4.8488 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.3897 loss: 3.3897 2022/06/25 18:12:55 - mmengine - INFO - Epoch(train) [26][1440/3757] lr: 9.532e-03 eta: 1 day, 18:27:53 time: 0.253 data_time: 0.011 memory: 5036 grad_norm: 4.8550 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.4113 loss: 3.4113 2022/06/25 18:13:00 - mmengine - INFO - Epoch(train) [26][1460/3757] lr: 9.532e-03 eta: 1 day, 18:27:47 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 4.7409 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.4021 loss: 3.4021 2022/06/25 18:13:05 - mmengine - INFO - Epoch(train) [26][1480/3757] lr: 9.532e-03 eta: 1 day, 18:27:40 time: 0.252 data_time: 0.008 memory: 5036 grad_norm: 4.8981 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.4662 loss: 3.4662 2022/06/25 18:13:10 - mmengine - INFO - Epoch(train) [26][1500/3757] lr: 9.532e-03 eta: 1 day, 18:27:35 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 4.4705 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.5353 loss: 3.5353 2022/06/25 18:13:15 - mmengine - INFO - Epoch(train) [26][1520/3757] lr: 9.532e-03 eta: 1 day, 18:27:29 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 4.6274 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.0168 loss: 3.0168 2022/06/25 18:13:20 - mmengine - INFO - Epoch(train) [26][1540/3757] lr: 9.532e-03 eta: 1 day, 18:27:23 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 5.8650 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.0708 loss: 3.0708 2022/06/25 18:13:25 - mmengine - INFO - Epoch(train) [26][1560/3757] lr: 9.532e-03 eta: 1 day, 18:27:17 time: 0.283 data_time: 0.002 memory: 5036 grad_norm: 5.0842 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.3672 loss: 3.3672 2022/06/25 18:13:31 - mmengine - INFO - Epoch(train) [26][1580/3757] lr: 9.532e-03 eta: 1 day, 18:27:13 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 4.5875 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.8170 loss: 3.8170 2022/06/25 18:13:36 - mmengine - INFO - Epoch(train) [26][1600/3757] lr: 9.532e-03 eta: 1 day, 18:27:07 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 4.8759 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.8983 loss: 2.8983 2022/06/25 18:13:42 - mmengine - INFO - Epoch(train) [26][1620/3757] lr: 9.532e-03 eta: 1 day, 18:27:02 time: 0.272 data_time: 0.002 memory: 5036 grad_norm: 4.3893 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.1535 loss: 3.1535 2022/06/25 18:13:47 - mmengine - INFO - Epoch(train) [26][1640/3757] lr: 9.532e-03 eta: 1 day, 18:26:56 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 4.9881 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.9321 loss: 2.9321 2022/06/25 18:13:52 - mmengine - INFO - Epoch(train) [26][1660/3757] lr: 9.532e-03 eta: 1 day, 18:26:54 time: 0.263 data_time: 0.002 memory: 5036 grad_norm: 4.6947 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9775 loss: 2.9775 2022/06/25 18:13:58 - mmengine - INFO - Epoch(train) [26][1680/3757] lr: 9.532e-03 eta: 1 day, 18:26:48 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 5.0617 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1683 loss: 3.1683 2022/06/25 18:14:03 - mmengine - INFO - Epoch(train) [26][1700/3757] lr: 9.532e-03 eta: 1 day, 18:26:42 time: 0.261 data_time: 0.008 memory: 5036 grad_norm: 5.4144 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.3400 loss: 3.3400 2022/06/25 18:14:08 - mmengine - INFO - Epoch(train) [26][1720/3757] lr: 9.532e-03 eta: 1 day, 18:26:37 time: 0.257 data_time: 0.002 memory: 5036 grad_norm: 5.2044 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.9411 loss: 2.9411 2022/06/25 18:14:14 - mmengine - INFO - Epoch(train) [26][1740/3757] lr: 9.532e-03 eta: 1 day, 18:26:35 time: 0.265 data_time: 0.005 memory: 5036 grad_norm: 4.5242 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.5229 loss: 3.5229 2022/06/25 18:14:19 - mmengine - INFO - Epoch(train) [26][1760/3757] lr: 9.532e-03 eta: 1 day, 18:26:28 time: 0.251 data_time: 0.005 memory: 5036 grad_norm: 5.0198 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.3244 loss: 3.3244 2022/06/25 18:14:24 - mmengine - INFO - Epoch(train) [26][1780/3757] lr: 9.532e-03 eta: 1 day, 18:26:23 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 4.8842 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1579 loss: 3.1579 2022/06/25 18:14:30 - mmengine - INFO - Epoch(train) [26][1800/3757] lr: 9.532e-03 eta: 1 day, 18:26:21 time: 0.260 data_time: 0.009 memory: 5036 grad_norm: 4.6013 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.0860 loss: 3.0860 2022/06/25 18:14:35 - mmengine - INFO - Epoch(train) [26][1820/3757] lr: 9.532e-03 eta: 1 day, 18:26:15 time: 0.247 data_time: 0.005 memory: 5036 grad_norm: 4.8845 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.4357 loss: 3.4357 2022/06/25 18:14:40 - mmengine - INFO - Epoch(train) [26][1840/3757] lr: 9.532e-03 eta: 1 day, 18:26:08 time: 0.247 data_time: 0.006 memory: 5036 grad_norm: 4.7934 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2640 loss: 3.2640 2022/06/25 18:14:45 - mmengine - INFO - Epoch(train) [26][1860/3757] lr: 9.532e-03 eta: 1 day, 18:26:03 time: 0.255 data_time: 0.005 memory: 5036 grad_norm: 4.8093 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.3060 loss: 3.3060 2022/06/25 18:14:51 - mmengine - INFO - Epoch(train) [26][1880/3757] lr: 9.532e-03 eta: 1 day, 18:26:01 time: 0.252 data_time: 0.008 memory: 5036 grad_norm: 4.8761 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1236 loss: 3.1236 2022/06/25 18:14:56 - mmengine - INFO - Epoch(train) [26][1900/3757] lr: 9.532e-03 eta: 1 day, 18:25:55 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 4.9796 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2846 loss: 3.2846 2022/06/25 18:15:01 - mmengine - INFO - Epoch(train) [26][1920/3757] lr: 9.532e-03 eta: 1 day, 18:25:48 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 4.7272 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.4186 loss: 3.4186 2022/06/25 18:15:06 - mmengine - INFO - Epoch(train) [26][1940/3757] lr: 9.532e-03 eta: 1 day, 18:25:41 time: 0.247 data_time: 0.006 memory: 5036 grad_norm: 5.4911 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2820 loss: 3.2820 2022/06/25 18:15:12 - mmengine - INFO - Epoch(train) [26][1960/3757] lr: 9.532e-03 eta: 1 day, 18:25:40 time: 0.242 data_time: 0.005 memory: 5036 grad_norm: 4.4559 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.2949 loss: 3.2949 2022/06/25 18:15:17 - mmengine - INFO - Epoch(train) [26][1980/3757] lr: 9.532e-03 eta: 1 day, 18:25:33 time: 0.245 data_time: 0.009 memory: 5036 grad_norm: 4.8175 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.4897 loss: 3.4897 2022/06/25 18:15:22 - mmengine - INFO - Epoch(train) [26][2000/3757] lr: 9.532e-03 eta: 1 day, 18:25:27 time: 0.246 data_time: 0.009 memory: 5036 grad_norm: 4.5615 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.3645 loss: 3.3645 2022/06/25 18:15:28 - mmengine - INFO - Epoch(train) [26][2020/3757] lr: 9.532e-03 eta: 1 day, 18:25:21 time: 0.244 data_time: 0.005 memory: 5036 grad_norm: 4.7888 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.3129 loss: 3.3129 2022/06/25 18:15:34 - mmengine - INFO - Epoch(train) [26][2040/3757] lr: 9.532e-03 eta: 1 day, 18:25:20 time: 0.251 data_time: 0.008 memory: 5036 grad_norm: 4.4774 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.3699 loss: 3.3699 2022/06/25 18:15:39 - mmengine - INFO - Epoch(train) [26][2060/3757] lr: 9.532e-03 eta: 1 day, 18:25:13 time: 0.244 data_time: 0.003 memory: 5036 grad_norm: 5.2319 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1330 loss: 3.1330 2022/06/25 18:15:42 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 18:15:44 - mmengine - INFO - Epoch(train) [26][2080/3757] lr: 9.532e-03 eta: 1 day, 18:25:07 time: 0.256 data_time: 0.005 memory: 5036 grad_norm: 5.8936 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.1922 loss: 3.1922 2022/06/25 18:15:49 - mmengine - INFO - Epoch(train) [26][2100/3757] lr: 9.532e-03 eta: 1 day, 18:25:02 time: 0.303 data_time: 0.006 memory: 5036 grad_norm: 5.1728 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1661 loss: 3.1661 2022/06/25 18:15:54 - mmengine - INFO - Epoch(train) [26][2120/3757] lr: 9.532e-03 eta: 1 day, 18:24:57 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 4.4187 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8970 loss: 2.8970 2022/06/25 18:15:59 - mmengine - INFO - Epoch(train) [26][2140/3757] lr: 9.532e-03 eta: 1 day, 18:24:50 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 5.1283 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.2145 loss: 3.2145 2022/06/25 18:16:05 - mmengine - INFO - Epoch(train) [26][2160/3757] lr: 9.532e-03 eta: 1 day, 18:24:45 time: 0.247 data_time: 0.008 memory: 5036 grad_norm: 4.7509 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.5658 loss: 3.5658 2022/06/25 18:16:11 - mmengine - INFO - Epoch(train) [26][2180/3757] lr: 9.532e-03 eta: 1 day, 18:24:44 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 4.5844 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.1314 loss: 3.1314 2022/06/25 18:16:16 - mmengine - INFO - Epoch(train) [26][2200/3757] lr: 9.532e-03 eta: 1 day, 18:24:37 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 4.7170 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.0278 loss: 3.0278 2022/06/25 18:16:21 - mmengine - INFO - Epoch(train) [26][2220/3757] lr: 9.532e-03 eta: 1 day, 18:24:31 time: 0.256 data_time: 0.005 memory: 5036 grad_norm: 4.5124 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.4529 loss: 3.4529 2022/06/25 18:16:26 - mmengine - INFO - Epoch(train) [26][2240/3757] lr: 9.532e-03 eta: 1 day, 18:24:25 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 5.0004 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.9464 loss: 2.9464 2022/06/25 18:16:31 - mmengine - INFO - Epoch(train) [26][2260/3757] lr: 9.532e-03 eta: 1 day, 18:24:21 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 5.1924 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.3418 loss: 3.3418 2022/06/25 18:16:36 - mmengine - INFO - Epoch(train) [26][2280/3757] lr: 9.532e-03 eta: 1 day, 18:24:15 time: 0.247 data_time: 0.005 memory: 5036 grad_norm: 4.8270 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0911 loss: 3.0911 2022/06/25 18:16:41 - mmengine - INFO - Epoch(train) [26][2300/3757] lr: 9.532e-03 eta: 1 day, 18:24:08 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 5.4337 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.3185 loss: 3.3185 2022/06/25 18:16:47 - mmengine - INFO - Epoch(train) [26][2320/3757] lr: 9.532e-03 eta: 1 day, 18:24:02 time: 0.252 data_time: 0.015 memory: 5036 grad_norm: 4.7360 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.5010 loss: 3.5010 2022/06/25 18:16:52 - mmengine - INFO - Epoch(train) [26][2340/3757] lr: 9.532e-03 eta: 1 day, 18:23:56 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 4.1567 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.2614 loss: 3.2614 2022/06/25 18:16:57 - mmengine - INFO - Epoch(train) [26][2360/3757] lr: 9.532e-03 eta: 1 day, 18:23:50 time: 0.251 data_time: 0.008 memory: 5036 grad_norm: 4.6763 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.1964 loss: 3.1964 2022/06/25 18:17:02 - mmengine - INFO - Epoch(train) [26][2380/3757] lr: 9.532e-03 eta: 1 day, 18:23:43 time: 0.252 data_time: 0.008 memory: 5036 grad_norm: 4.9509 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.8157 loss: 2.8157 2022/06/25 18:17:07 - mmengine - INFO - Epoch(train) [26][2400/3757] lr: 9.532e-03 eta: 1 day, 18:23:37 time: 0.247 data_time: 0.006 memory: 5036 grad_norm: 5.1323 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.4330 loss: 3.4330 2022/06/25 18:17:13 - mmengine - INFO - Epoch(train) [26][2420/3757] lr: 9.532e-03 eta: 1 day, 18:23:35 time: 0.252 data_time: 0.011 memory: 5036 grad_norm: 5.6587 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4162 loss: 3.4162 2022/06/25 18:17:18 - mmengine - INFO - Epoch(train) [26][2440/3757] lr: 9.532e-03 eta: 1 day, 18:23:28 time: 0.247 data_time: 0.007 memory: 5036 grad_norm: 5.0931 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0488 loss: 3.0488 2022/06/25 18:17:23 - mmengine - INFO - Epoch(train) [26][2460/3757] lr: 9.532e-03 eta: 1 day, 18:23:22 time: 0.245 data_time: 0.008 memory: 5036 grad_norm: 5.4115 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.4757 loss: 3.4757 2022/06/25 18:17:28 - mmengine - INFO - Epoch(train) [26][2480/3757] lr: 9.532e-03 eta: 1 day, 18:23:16 time: 0.248 data_time: 0.005 memory: 5036 grad_norm: 5.0281 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.2162 loss: 3.2162 2022/06/25 18:17:34 - mmengine - INFO - Epoch(train) [26][2500/3757] lr: 9.532e-03 eta: 1 day, 18:23:15 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 4.7989 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.0538 loss: 3.0538 2022/06/25 18:17:39 - mmengine - INFO - Epoch(train) [26][2520/3757] lr: 9.532e-03 eta: 1 day, 18:23:09 time: 0.261 data_time: 0.005 memory: 5036 grad_norm: 4.4434 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.2724 loss: 3.2724 2022/06/25 18:17:44 - mmengine - INFO - Epoch(train) [26][2540/3757] lr: 9.532e-03 eta: 1 day, 18:23:03 time: 0.245 data_time: 0.007 memory: 5036 grad_norm: 5.0721 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.4711 loss: 3.4711 2022/06/25 18:17:50 - mmengine - INFO - Epoch(train) [26][2560/3757] lr: 9.532e-03 eta: 1 day, 18:22:58 time: 0.302 data_time: 0.036 memory: 5036 grad_norm: 4.5562 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.4861 loss: 3.4861 2022/06/25 18:17:55 - mmengine - INFO - Epoch(train) [26][2580/3757] lr: 9.532e-03 eta: 1 day, 18:22:51 time: 0.248 data_time: 0.005 memory: 5036 grad_norm: 4.2160 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.2597 loss: 3.2597 2022/06/25 18:18:00 - mmengine - INFO - Epoch(train) [26][2600/3757] lr: 9.532e-03 eta: 1 day, 18:22:45 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 4.8919 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.9576 loss: 2.9576 2022/06/25 18:18:05 - mmengine - INFO - Epoch(train) [26][2620/3757] lr: 9.532e-03 eta: 1 day, 18:22:38 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 5.2464 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4163 loss: 3.4163 2022/06/25 18:18:11 - mmengine - INFO - Epoch(train) [26][2640/3757] lr: 9.532e-03 eta: 1 day, 18:22:38 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 4.6331 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.0921 loss: 3.0921 2022/06/25 18:18:16 - mmengine - INFO - Epoch(train) [26][2660/3757] lr: 9.532e-03 eta: 1 day, 18:22:31 time: 0.251 data_time: 0.009 memory: 5036 grad_norm: 4.1197 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.0938 loss: 3.0938 2022/06/25 18:18:21 - mmengine - INFO - Epoch(train) [26][2680/3757] lr: 9.532e-03 eta: 1 day, 18:22:24 time: 0.250 data_time: 0.008 memory: 5036 grad_norm: 5.1185 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.5583 loss: 3.5583 2022/06/25 18:18:26 - mmengine - INFO - Epoch(train) [26][2700/3757] lr: 9.532e-03 eta: 1 day, 18:22:19 time: 0.247 data_time: 0.006 memory: 5036 grad_norm: 5.1483 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4127 loss: 3.4127 2022/06/25 18:18:32 - mmengine - INFO - Epoch(train) [26][2720/3757] lr: 9.532e-03 eta: 1 day, 18:22:15 time: 0.250 data_time: 0.005 memory: 5036 grad_norm: 4.8024 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.4297 loss: 3.4297 2022/06/25 18:18:37 - mmengine - INFO - Epoch(train) [26][2740/3757] lr: 9.532e-03 eta: 1 day, 18:22:09 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 4.8589 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 3.4377 loss: 3.4377 2022/06/25 18:18:42 - mmengine - INFO - Epoch(train) [26][2760/3757] lr: 9.532e-03 eta: 1 day, 18:22:02 time: 0.245 data_time: 0.007 memory: 5036 grad_norm: 5.2056 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4436 loss: 3.4436 2022/06/25 18:18:47 - mmengine - INFO - Epoch(train) [26][2780/3757] lr: 9.532e-03 eta: 1 day, 18:21:56 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 5.1219 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.1977 loss: 3.1977 2022/06/25 18:18:53 - mmengine - INFO - Epoch(train) [26][2800/3757] lr: 9.532e-03 eta: 1 day, 18:21:53 time: 0.249 data_time: 0.005 memory: 5036 grad_norm: 4.9609 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1914 loss: 3.1914 2022/06/25 18:18:58 - mmengine - INFO - Epoch(train) [26][2820/3757] lr: 9.532e-03 eta: 1 day, 18:21:46 time: 0.251 data_time: 0.008 memory: 5036 grad_norm: 4.9536 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.6606 loss: 3.6606 2022/06/25 18:19:03 - mmengine - INFO - Epoch(train) [26][2840/3757] lr: 9.532e-03 eta: 1 day, 18:21:39 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 4.8589 top1_acc: 0.2500 top5_acc: 1.0000 loss_cls: 3.2281 loss: 3.2281 2022/06/25 18:19:08 - mmengine - INFO - Epoch(train) [26][2860/3757] lr: 9.532e-03 eta: 1 day, 18:21:34 time: 0.250 data_time: 0.008 memory: 5036 grad_norm: 4.9494 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8065 loss: 2.8065 2022/06/25 18:19:13 - mmengine - INFO - Epoch(train) [26][2880/3757] lr: 9.532e-03 eta: 1 day, 18:21:28 time: 0.247 data_time: 0.006 memory: 5036 grad_norm: 5.2889 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8836 loss: 2.8836 2022/06/25 18:19:18 - mmengine - INFO - Epoch(train) [26][2900/3757] lr: 9.532e-03 eta: 1 day, 18:21:22 time: 0.249 data_time: 0.005 memory: 5036 grad_norm: 5.1386 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8294 loss: 2.8294 2022/06/25 18:19:23 - mmengine - INFO - Epoch(train) [26][2920/3757] lr: 9.532e-03 eta: 1 day, 18:21:15 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 4.7620 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.3252 loss: 3.3252 2022/06/25 18:19:28 - mmengine - INFO - Epoch(train) [26][2940/3757] lr: 9.532e-03 eta: 1 day, 18:21:09 time: 0.244 data_time: 0.006 memory: 5036 grad_norm: 5.3642 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.2214 loss: 3.2214 2022/06/25 18:19:34 - mmengine - INFO - Epoch(train) [26][2960/3757] lr: 9.532e-03 eta: 1 day, 18:21:07 time: 0.247 data_time: 0.006 memory: 5036 grad_norm: 5.4164 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.4944 loss: 3.4944 2022/06/25 18:19:39 - mmengine - INFO - Epoch(train) [26][2980/3757] lr: 9.532e-03 eta: 1 day, 18:21:01 time: 0.253 data_time: 0.005 memory: 5036 grad_norm: 4.6614 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.2441 loss: 3.2441 2022/06/25 18:19:45 - mmengine - INFO - Epoch(train) [26][3000/3757] lr: 9.532e-03 eta: 1 day, 18:20:55 time: 0.244 data_time: 0.005 memory: 5036 grad_norm: 4.7461 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0448 loss: 3.0448 2022/06/25 18:19:51 - mmengine - INFO - Epoch(train) [26][3020/3757] lr: 9.532e-03 eta: 1 day, 18:20:55 time: 0.468 data_time: 0.046 memory: 5036 grad_norm: 4.4942 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 3.0524 loss: 3.0524 2022/06/25 18:19:56 - mmengine - INFO - Epoch(train) [26][3040/3757] lr: 9.532e-03 eta: 1 day, 18:20:48 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 4.5742 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2799 loss: 3.2799 2022/06/25 18:20:01 - mmengine - INFO - Epoch(train) [26][3060/3757] lr: 9.532e-03 eta: 1 day, 18:20:42 time: 0.252 data_time: 0.005 memory: 5036 grad_norm: 4.6510 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2399 loss: 3.2399 2022/06/25 18:20:05 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 18:20:06 - mmengine - INFO - Epoch(train) [26][3080/3757] lr: 9.532e-03 eta: 1 day, 18:20:36 time: 0.247 data_time: 0.005 memory: 5036 grad_norm: 4.4063 top1_acc: 0.0000 top5_acc: 0.6250 loss_cls: 3.4398 loss: 3.4398 2022/06/25 18:20:11 - mmengine - INFO - Epoch(train) [26][3100/3757] lr: 9.532e-03 eta: 1 day, 18:20:33 time: 0.252 data_time: 0.005 memory: 5036 grad_norm: 5.3613 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.3693 loss: 3.3693 2022/06/25 18:20:16 - mmengine - INFO - Epoch(train) [26][3120/3757] lr: 9.532e-03 eta: 1 day, 18:20:26 time: 0.250 data_time: 0.008 memory: 5036 grad_norm: 4.8211 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.4024 loss: 3.4024 2022/06/25 18:20:22 - mmengine - INFO - Epoch(train) [26][3140/3757] lr: 9.532e-03 eta: 1 day, 18:20:20 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 5.5326 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.4605 loss: 3.4605 2022/06/25 18:20:27 - mmengine - INFO - Epoch(train) [26][3160/3757] lr: 9.532e-03 eta: 1 day, 18:20:14 time: 0.254 data_time: 0.005 memory: 5036 grad_norm: 5.0096 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.7113 loss: 3.7113 2022/06/25 18:20:32 - mmengine - INFO - Epoch(train) [26][3180/3757] lr: 9.532e-03 eta: 1 day, 18:20:08 time: 0.244 data_time: 0.005 memory: 5036 grad_norm: 4.9621 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.0648 loss: 3.0648 2022/06/25 18:20:37 - mmengine - INFO - Epoch(train) [26][3200/3757] lr: 9.532e-03 eta: 1 day, 18:20:01 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 4.9412 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1572 loss: 3.1572 2022/06/25 18:20:42 - mmengine - INFO - Epoch(train) [26][3220/3757] lr: 9.532e-03 eta: 1 day, 18:19:55 time: 0.244 data_time: 0.008 memory: 5036 grad_norm: 5.1462 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.0437 loss: 3.0437 2022/06/25 18:20:47 - mmengine - INFO - Epoch(train) [26][3240/3757] lr: 9.532e-03 eta: 1 day, 18:19:49 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 5.0771 top1_acc: 0.0000 top5_acc: 0.6250 loss_cls: 3.3061 loss: 3.3061 2022/06/25 18:20:53 - mmengine - INFO - Epoch(train) [26][3260/3757] lr: 9.532e-03 eta: 1 day, 18:19:47 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 4.9055 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.0522 loss: 3.0522 2022/06/25 18:20:58 - mmengine - INFO - Epoch(train) [26][3280/3757] lr: 9.532e-03 eta: 1 day, 18:19:40 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 4.8473 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.0417 loss: 3.0417 2022/06/25 18:21:03 - mmengine - INFO - Epoch(train) [26][3300/3757] lr: 9.532e-03 eta: 1 day, 18:19:34 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 4.4160 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.7237 loss: 3.7237 2022/06/25 18:21:08 - mmengine - INFO - Epoch(train) [26][3320/3757] lr: 9.532e-03 eta: 1 day, 18:19:28 time: 0.255 data_time: 0.005 memory: 5036 grad_norm: 5.1519 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9607 loss: 2.9607 2022/06/25 18:21:14 - mmengine - INFO - Epoch(train) [26][3340/3757] lr: 9.532e-03 eta: 1 day, 18:19:23 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 5.7227 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.0870 loss: 3.0870 2022/06/25 18:21:19 - mmengine - INFO - Epoch(train) [26][3360/3757] lr: 9.532e-03 eta: 1 day, 18:19:16 time: 0.250 data_time: 0.005 memory: 5036 grad_norm: 5.3034 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.3748 loss: 3.3748 2022/06/25 18:21:24 - mmengine - INFO - Epoch(train) [26][3380/3757] lr: 9.532e-03 eta: 1 day, 18:19:10 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 4.7972 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.5701 loss: 3.5701 2022/06/25 18:21:29 - mmengine - INFO - Epoch(train) [26][3400/3757] lr: 9.532e-03 eta: 1 day, 18:19:03 time: 0.255 data_time: 0.005 memory: 5036 grad_norm: 5.1628 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.4459 loss: 3.4459 2022/06/25 18:21:35 - mmengine - INFO - Epoch(train) [26][3420/3757] lr: 9.532e-03 eta: 1 day, 18:19:01 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 4.9291 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.8486 loss: 2.8486 2022/06/25 18:21:40 - mmengine - INFO - Epoch(train) [26][3440/3757] lr: 9.532e-03 eta: 1 day, 18:18:54 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 4.8316 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7037 loss: 2.7037 2022/06/25 18:21:45 - mmengine - INFO - Epoch(train) [26][3460/3757] lr: 9.532e-03 eta: 1 day, 18:18:49 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 4.8078 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.0796 loss: 3.0796 2022/06/25 18:21:51 - mmengine - INFO - Epoch(train) [26][3480/3757] lr: 9.532e-03 eta: 1 day, 18:18:46 time: 0.255 data_time: 0.012 memory: 5036 grad_norm: 4.8866 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1654 loss: 3.1654 2022/06/25 18:21:56 - mmengine - INFO - Epoch(train) [26][3500/3757] lr: 9.532e-03 eta: 1 day, 18:18:40 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 5.7164 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.5433 loss: 3.5433 2022/06/25 18:22:01 - mmengine - INFO - Epoch(train) [26][3520/3757] lr: 9.532e-03 eta: 1 day, 18:18:33 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 4.2785 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 3.5603 loss: 3.5603 2022/06/25 18:22:06 - mmengine - INFO - Epoch(train) [26][3540/3757] lr: 9.532e-03 eta: 1 day, 18:18:28 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 4.9745 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2182 loss: 3.2182 2022/06/25 18:22:11 - mmengine - INFO - Epoch(train) [26][3560/3757] lr: 9.532e-03 eta: 1 day, 18:18:22 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 4.8782 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.3297 loss: 3.3297 2022/06/25 18:22:16 - mmengine - INFO - Epoch(train) [26][3580/3757] lr: 9.532e-03 eta: 1 day, 18:18:15 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 4.9422 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.3819 loss: 3.3819 2022/06/25 18:22:21 - mmengine - INFO - Epoch(train) [26][3600/3757] lr: 9.532e-03 eta: 1 day, 18:18:09 time: 0.247 data_time: 0.006 memory: 5036 grad_norm: 4.6776 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2631 loss: 3.2631 2022/06/25 18:22:26 - mmengine - INFO - Epoch(train) [26][3620/3757] lr: 9.532e-03 eta: 1 day, 18:18:03 time: 0.252 data_time: 0.005 memory: 5036 grad_norm: 4.7421 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8357 loss: 2.8357 2022/06/25 18:22:32 - mmengine - INFO - Epoch(train) [26][3640/3757] lr: 9.532e-03 eta: 1 day, 18:18:00 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 5.1315 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.4517 loss: 3.4517 2022/06/25 18:22:37 - mmengine - INFO - Epoch(train) [26][3660/3757] lr: 9.532e-03 eta: 1 day, 18:17:54 time: 0.243 data_time: 0.005 memory: 5036 grad_norm: 4.3177 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.5884 loss: 3.5884 2022/06/25 18:22:42 - mmengine - INFO - Epoch(train) [26][3680/3757] lr: 9.532e-03 eta: 1 day, 18:17:48 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 5.6570 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.3435 loss: 3.3435 2022/06/25 18:22:47 - mmengine - INFO - Epoch(train) [26][3700/3757] lr: 9.532e-03 eta: 1 day, 18:17:42 time: 0.248 data_time: 0.008 memory: 5036 grad_norm: 4.6210 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0610 loss: 3.0610 2022/06/25 18:22:53 - mmengine - INFO - Epoch(train) [26][3720/3757] lr: 9.532e-03 eta: 1 day, 18:17:37 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 5.0054 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9098 loss: 2.9098 2022/06/25 18:22:58 - mmengine - INFO - Epoch(train) [26][3740/3757] lr: 9.532e-03 eta: 1 day, 18:17:30 time: 0.236 data_time: 0.005 memory: 5036 grad_norm: 4.9573 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2306 loss: 3.2306 2022/06/25 18:23:02 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 18:23:02 - mmengine - INFO - Saving checkpoint at 26 epochs 2022/06/25 18:23:15 - mmengine - INFO - Epoch(val) [26][20/310] eta: 0:01:45 time: 0.103 data_time: 0.001 memory: 5036 2022/06/25 18:23:19 - mmengine - INFO - Epoch(val) [26][40/310] eta: 0:01:36 time: 0.103 data_time: 0.001 memory: 1723 2022/06/25 18:23:24 - mmengine - INFO - Epoch(val) [26][60/310] eta: 0:00:26 time: 0.103 data_time: 0.001 memory: 1723 2022/06/25 18:23:28 - mmengine - INFO - Epoch(val) [26][80/310] eta: 0:00:24 time: 0.107 data_time: 0.005 memory: 1723 2022/06/25 18:23:36 - mmengine - INFO - Epoch(val) [26][100/310] eta: 0:01:16 time: 0.105 data_time: 0.001 memory: 1723 2022/06/25 18:23:40 - mmengine - INFO - Epoch(val) [26][120/310] eta: 0:01:10 time: 0.102 data_time: 0.001 memory: 1723 2022/06/25 18:23:45 - mmengine - INFO - Epoch(val) [26][140/310] eta: 0:00:24 time: 0.108 data_time: 0.001 memory: 1723 2022/06/25 18:23:50 - mmengine - INFO - Epoch(val) [26][160/310] eta: 0:00:16 time: 0.122 data_time: 0.005 memory: 1723 2022/06/25 18:23:57 - mmengine - INFO - Epoch(val) [26][180/310] eta: 0:00:45 time: 0.103 data_time: 0.002 memory: 1723 2022/06/25 18:24:01 - mmengine - INFO - Epoch(val) [26][200/310] eta: 0:00:38 time: 0.103 data_time: 0.002 memory: 1723 2022/06/25 18:24:06 - mmengine - INFO - Epoch(val) [26][220/310] eta: 0:00:22 time: 0.108 data_time: 0.002 memory: 1723 2022/06/25 18:24:11 - mmengine - INFO - Epoch(val) [26][240/310] eta: 0:00:07 time: 0.103 data_time: 0.001 memory: 1723 2022/06/25 18:24:18 - mmengine - INFO - Epoch(val) [26][260/310] eta: 0:00:18 time: 0.119 data_time: 0.002 memory: 1723 2022/06/25 18:24:22 - mmengine - INFO - Epoch(val) [26][280/310] eta: 0:00:08 time: 0.127 data_time: 0.002 memory: 1723 2022/06/25 18:24:24 - mmengine - INFO - Epoch(val) [26][300/310] eta: 0:00:01 time: 0.102 data_time: 0.001 memory: 1723 2022/06/25 18:24:26 - mmengine - INFO - Epoch(val) [26][310/310] acc/top1: 0.3627 acc/top5: 0.6332 acc/mean1: 0.3625 2022/06/25 18:24:36 - mmengine - INFO - Epoch(train) [27][20/3757] lr: 9.494e-03 eta: 1 day, 18:17:34 time: 0.256 data_time: 0.019 memory: 5036 grad_norm: 5.1172 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1529 loss: 3.1529 2022/06/25 18:24:41 - mmengine - INFO - Epoch(train) [27][40/3757] lr: 9.494e-03 eta: 1 day, 18:17:29 time: 0.246 data_time: 0.008 memory: 5036 grad_norm: 5.1411 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.8658 loss: 2.8658 2022/06/25 18:24:47 - mmengine - INFO - Epoch(train) [27][60/3757] lr: 9.494e-03 eta: 1 day, 18:17:24 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 4.8915 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.3256 loss: 3.3256 2022/06/25 18:24:52 - mmengine - INFO - Epoch(train) [27][80/3757] lr: 9.494e-03 eta: 1 day, 18:17:19 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 4.6596 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.4319 loss: 3.4319 2022/06/25 18:24:57 - mmengine - INFO - Epoch(train) [27][100/3757] lr: 9.494e-03 eta: 1 day, 18:17:14 time: 0.270 data_time: 0.008 memory: 5036 grad_norm: 5.1960 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.9251 loss: 2.9251 2022/06/25 18:25:02 - mmengine - INFO - Epoch(train) [27][120/3757] lr: 9.494e-03 eta: 1 day, 18:17:08 time: 0.248 data_time: 0.008 memory: 5036 grad_norm: 5.4960 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.4342 loss: 3.4342 2022/06/25 18:25:08 - mmengine - INFO - Epoch(train) [27][140/3757] lr: 9.494e-03 eta: 1 day, 18:17:07 time: 0.239 data_time: 0.002 memory: 5036 grad_norm: 5.1094 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.9305 loss: 2.9305 2022/06/25 18:25:14 - mmengine - INFO - Epoch(train) [27][160/3757] lr: 9.494e-03 eta: 1 day, 18:17:04 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 5.2286 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.3623 loss: 3.3623 2022/06/25 18:25:19 - mmengine - INFO - Epoch(train) [27][180/3757] lr: 9.494e-03 eta: 1 day, 18:16:58 time: 0.261 data_time: 0.002 memory: 5036 grad_norm: 4.9062 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.4233 loss: 3.4233 2022/06/25 18:25:24 - mmengine - INFO - Epoch(train) [27][200/3757] lr: 9.494e-03 eta: 1 day, 18:16:53 time: 0.258 data_time: 0.015 memory: 5036 grad_norm: 4.8612 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1532 loss: 3.1532 2022/06/25 18:25:30 - mmengine - INFO - Epoch(train) [27][220/3757] lr: 9.494e-03 eta: 1 day, 18:16:47 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 5.4514 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4970 loss: 3.4970 2022/06/25 18:25:35 - mmengine - INFO - Epoch(train) [27][240/3757] lr: 9.494e-03 eta: 1 day, 18:16:43 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 4.8141 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0401 loss: 3.0401 2022/06/25 18:25:40 - mmengine - INFO - Epoch(train) [27][260/3757] lr: 9.494e-03 eta: 1 day, 18:16:38 time: 0.246 data_time: 0.006 memory: 5036 grad_norm: 4.8227 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0344 loss: 3.0344 2022/06/25 18:25:46 - mmengine - INFO - Epoch(train) [27][280/3757] lr: 9.494e-03 eta: 1 day, 18:16:32 time: 0.256 data_time: 0.019 memory: 5036 grad_norm: 4.1974 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.2141 loss: 3.2141 2022/06/25 18:25:51 - mmengine - INFO - Epoch(train) [27][300/3757] lr: 9.494e-03 eta: 1 day, 18:16:29 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 5.2615 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.4497 loss: 3.4497 2022/06/25 18:25:56 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 18:25:56 - mmengine - INFO - Epoch(train) [27][320/3757] lr: 9.494e-03 eta: 1 day, 18:16:23 time: 0.260 data_time: 0.002 memory: 5036 grad_norm: 4.1428 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 3.1891 loss: 3.1891 2022/06/25 18:26:02 - mmengine - INFO - Epoch(train) [27][340/3757] lr: 9.494e-03 eta: 1 day, 18:16:18 time: 0.264 data_time: 0.008 memory: 5036 grad_norm: 4.4862 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.1434 loss: 3.1434 2022/06/25 18:26:07 - mmengine - INFO - Epoch(train) [27][360/3757] lr: 9.494e-03 eta: 1 day, 18:16:12 time: 0.264 data_time: 0.022 memory: 5036 grad_norm: 4.4452 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.1995 loss: 3.1995 2022/06/25 18:26:12 - mmengine - INFO - Epoch(train) [27][380/3757] lr: 9.494e-03 eta: 1 day, 18:16:09 time: 0.243 data_time: 0.002 memory: 5036 grad_norm: 4.9309 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1091 loss: 3.1091 2022/06/25 18:26:18 - mmengine - INFO - Epoch(train) [27][400/3757] lr: 9.494e-03 eta: 1 day, 18:16:02 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 4.9659 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.4902 loss: 3.4902 2022/06/25 18:26:23 - mmengine - INFO - Epoch(train) [27][420/3757] lr: 9.494e-03 eta: 1 day, 18:15:57 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 4.9227 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.6947 loss: 3.6947 2022/06/25 18:26:28 - mmengine - INFO - Epoch(train) [27][440/3757] lr: 9.494e-03 eta: 1 day, 18:15:51 time: 0.243 data_time: 0.003 memory: 5036 grad_norm: 4.6010 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.0870 loss: 3.0870 2022/06/25 18:26:33 - mmengine - INFO - Epoch(train) [27][460/3757] lr: 9.494e-03 eta: 1 day, 18:15:46 time: 0.250 data_time: 0.005 memory: 5036 grad_norm: 5.2525 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.4935 loss: 3.4935 2022/06/25 18:26:38 - mmengine - INFO - Epoch(train) [27][480/3757] lr: 9.494e-03 eta: 1 day, 18:15:40 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 5.3159 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.3025 loss: 3.3025 2022/06/25 18:26:44 - mmengine - INFO - Epoch(train) [27][500/3757] lr: 9.494e-03 eta: 1 day, 18:15:34 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 5.1921 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.5589 loss: 3.5589 2022/06/25 18:26:49 - mmengine - INFO - Epoch(train) [27][520/3757] lr: 9.494e-03 eta: 1 day, 18:15:28 time: 0.249 data_time: 0.005 memory: 5036 grad_norm: 5.2483 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.9945 loss: 2.9945 2022/06/25 18:26:54 - mmengine - INFO - Epoch(train) [27][540/3757] lr: 9.494e-03 eta: 1 day, 18:15:25 time: 0.249 data_time: 0.011 memory: 5036 grad_norm: 4.8768 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0541 loss: 3.0541 2022/06/25 18:26:59 - mmengine - INFO - Epoch(train) [27][560/3757] lr: 9.494e-03 eta: 1 day, 18:15:19 time: 0.245 data_time: 0.006 memory: 5036 grad_norm: 5.0819 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8359 loss: 2.8359 2022/06/25 18:27:05 - mmengine - INFO - Epoch(train) [27][580/3757] lr: 9.494e-03 eta: 1 day, 18:15:13 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 4.9249 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9403 loss: 2.9403 2022/06/25 18:27:10 - mmengine - INFO - Epoch(train) [27][600/3757] lr: 9.494e-03 eta: 1 day, 18:15:06 time: 0.248 data_time: 0.005 memory: 5036 grad_norm: 5.0671 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.2795 loss: 3.2795 2022/06/25 18:27:15 - mmengine - INFO - Epoch(train) [27][620/3757] lr: 9.494e-03 eta: 1 day, 18:15:03 time: 0.254 data_time: 0.005 memory: 5036 grad_norm: 4.9716 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4885 loss: 3.4885 2022/06/25 18:27:20 - mmengine - INFO - Epoch(train) [27][640/3757] lr: 9.494e-03 eta: 1 day, 18:14:56 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 4.9083 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.6833 loss: 3.6833 2022/06/25 18:27:25 - mmengine - INFO - Epoch(train) [27][660/3757] lr: 9.494e-03 eta: 1 day, 18:14:50 time: 0.247 data_time: 0.008 memory: 5036 grad_norm: 5.2694 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.0806 loss: 3.0806 2022/06/25 18:27:31 - mmengine - INFO - Epoch(train) [27][680/3757] lr: 9.494e-03 eta: 1 day, 18:14:44 time: 0.275 data_time: 0.030 memory: 5036 grad_norm: 5.1894 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.5233 loss: 3.5233 2022/06/25 18:27:36 - mmengine - INFO - Epoch(train) [27][700/3757] lr: 9.494e-03 eta: 1 day, 18:14:38 time: 0.248 data_time: 0.011 memory: 5036 grad_norm: 4.6103 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.7180 loss: 3.7180 2022/06/25 18:27:41 - mmengine - INFO - Epoch(train) [27][720/3757] lr: 9.494e-03 eta: 1 day, 18:14:31 time: 0.256 data_time: 0.005 memory: 5036 grad_norm: 5.2227 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.3002 loss: 3.3002 2022/06/25 18:27:46 - mmengine - INFO - Epoch(train) [27][740/3757] lr: 9.494e-03 eta: 1 day, 18:14:25 time: 0.249 data_time: 0.009 memory: 5036 grad_norm: 4.6973 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.3627 loss: 3.3627 2022/06/25 18:27:51 - mmengine - INFO - Epoch(train) [27][760/3757] lr: 9.494e-03 eta: 1 day, 18:14:22 time: 0.257 data_time: 0.005 memory: 5036 grad_norm: 4.5198 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2768 loss: 3.2768 2022/06/25 18:27:57 - mmengine - INFO - Epoch(train) [27][780/3757] lr: 9.494e-03 eta: 1 day, 18:14:16 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 5.0243 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.6213 loss: 3.6213 2022/06/25 18:28:02 - mmengine - INFO - Epoch(train) [27][800/3757] lr: 9.494e-03 eta: 1 day, 18:14:10 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 4.7670 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9680 loss: 2.9680 2022/06/25 18:28:07 - mmengine - INFO - Epoch(train) [27][820/3757] lr: 9.494e-03 eta: 1 day, 18:14:04 time: 0.253 data_time: 0.005 memory: 5036 grad_norm: 4.5909 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.4820 loss: 3.4820 2022/06/25 18:28:12 - mmengine - INFO - Epoch(train) [27][840/3757] lr: 9.494e-03 eta: 1 day, 18:13:58 time: 0.250 data_time: 0.008 memory: 5036 grad_norm: 4.9421 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.1642 loss: 3.1642 2022/06/25 18:28:17 - mmengine - INFO - Epoch(train) [27][860/3757] lr: 9.494e-03 eta: 1 day, 18:13:52 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 4.5254 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6992 loss: 2.6992 2022/06/25 18:28:22 - mmengine - INFO - Epoch(train) [27][880/3757] lr: 9.494e-03 eta: 1 day, 18:13:46 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 4.9191 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.9901 loss: 2.9901 2022/06/25 18:28:27 - mmengine - INFO - Epoch(train) [27][900/3757] lr: 9.494e-03 eta: 1 day, 18:13:39 time: 0.257 data_time: 0.008 memory: 5036 grad_norm: 5.2647 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.4661 loss: 3.4661 2022/06/25 18:28:33 - mmengine - INFO - Epoch(train) [27][920/3757] lr: 9.494e-03 eta: 1 day, 18:13:34 time: 0.256 data_time: 0.002 memory: 5036 grad_norm: 5.4138 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.3869 loss: 3.3869 2022/06/25 18:28:38 - mmengine - INFO - Epoch(train) [27][940/3757] lr: 9.494e-03 eta: 1 day, 18:13:29 time: 0.257 data_time: 0.002 memory: 5036 grad_norm: 4.8162 top1_acc: 0.0000 top5_acc: 0.7500 loss_cls: 3.2316 loss: 3.2316 2022/06/25 18:28:43 - mmengine - INFO - Epoch(train) [27][960/3757] lr: 9.494e-03 eta: 1 day, 18:13:23 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 4.7541 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9132 loss: 2.9132 2022/06/25 18:28:48 - mmengine - INFO - Epoch(train) [27][980/3757] lr: 9.494e-03 eta: 1 day, 18:13:17 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 4.6696 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3513 loss: 3.3513 2022/06/25 18:28:53 - mmengine - INFO - Epoch(train) [27][1000/3757] lr: 9.494e-03 eta: 1 day, 18:13:11 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 5.2399 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.3343 loss: 3.3343 2022/06/25 18:28:58 - mmengine - INFO - Epoch(train) [27][1020/3757] lr: 9.494e-03 eta: 1 day, 18:13:05 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 4.8844 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.4536 loss: 3.4536 2022/06/25 18:29:04 - mmengine - INFO - Epoch(train) [27][1040/3757] lr: 9.494e-03 eta: 1 day, 18:12:59 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 4.9531 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.3634 loss: 3.3634 2022/06/25 18:29:09 - mmengine - INFO - Epoch(train) [27][1060/3757] lr: 9.494e-03 eta: 1 day, 18:12:53 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 4.6315 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8657 loss: 2.8657 2022/06/25 18:29:14 - mmengine - INFO - Epoch(train) [27][1080/3757] lr: 9.494e-03 eta: 1 day, 18:12:48 time: 0.259 data_time: 0.002 memory: 5036 grad_norm: 4.6142 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2234 loss: 3.2234 2022/06/25 18:29:19 - mmengine - INFO - Epoch(train) [27][1100/3757] lr: 9.494e-03 eta: 1 day, 18:12:42 time: 0.258 data_time: 0.002 memory: 5036 grad_norm: 4.4806 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0322 loss: 3.0322 2022/06/25 18:29:24 - mmengine - INFO - Epoch(train) [27][1120/3757] lr: 9.494e-03 eta: 1 day, 18:12:36 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 4.5552 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2759 loss: 3.2759 2022/06/25 18:29:29 - mmengine - INFO - Epoch(train) [27][1140/3757] lr: 9.494e-03 eta: 1 day, 18:12:30 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 4.9112 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2223 loss: 3.2223 2022/06/25 18:29:35 - mmengine - INFO - Epoch(train) [27][1160/3757] lr: 9.494e-03 eta: 1 day, 18:12:25 time: 0.262 data_time: 0.002 memory: 5036 grad_norm: 4.8867 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2087 loss: 3.2087 2022/06/25 18:29:40 - mmengine - INFO - Epoch(train) [27][1180/3757] lr: 9.494e-03 eta: 1 day, 18:12:20 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 5.1069 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.0764 loss: 3.0764 2022/06/25 18:29:45 - mmengine - INFO - Epoch(train) [27][1200/3757] lr: 9.494e-03 eta: 1 day, 18:12:14 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 4.9985 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8296 loss: 2.8296 2022/06/25 18:29:51 - mmengine - INFO - Epoch(train) [27][1220/3757] lr: 9.494e-03 eta: 1 day, 18:12:09 time: 0.293 data_time: 0.002 memory: 5036 grad_norm: 5.3857 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0326 loss: 3.0326 2022/06/25 18:29:56 - mmengine - INFO - Epoch(train) [27][1240/3757] lr: 9.494e-03 eta: 1 day, 18:12:03 time: 0.262 data_time: 0.002 memory: 5036 grad_norm: 4.5530 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.8792 loss: 2.8792 2022/06/25 18:30:01 - mmengine - INFO - Epoch(train) [27][1260/3757] lr: 9.494e-03 eta: 1 day, 18:11:59 time: 0.260 data_time: 0.002 memory: 5036 grad_norm: 4.8195 top1_acc: 0.0000 top5_acc: 0.6250 loss_cls: 3.8400 loss: 3.8400 2022/06/25 18:30:07 - mmengine - INFO - Epoch(train) [27][1280/3757] lr: 9.494e-03 eta: 1 day, 18:11:55 time: 0.256 data_time: 0.002 memory: 5036 grad_norm: 5.0895 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 3.0701 loss: 3.0701 2022/06/25 18:30:12 - mmengine - INFO - Epoch(train) [27][1300/3757] lr: 9.494e-03 eta: 1 day, 18:11:51 time: 0.262 data_time: 0.002 memory: 5036 grad_norm: 5.0912 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.5830 loss: 3.5830 2022/06/25 18:30:17 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 18:30:17 - mmengine - INFO - Epoch(train) [27][1320/3757] lr: 9.494e-03 eta: 1 day, 18:11:45 time: 0.256 data_time: 0.002 memory: 5036 grad_norm: 4.9555 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 3.1105 loss: 3.1105 2022/06/25 18:30:23 - mmengine - INFO - Epoch(train) [27][1340/3757] lr: 9.494e-03 eta: 1 day, 18:11:41 time: 0.261 data_time: 0.002 memory: 5036 grad_norm: 4.5028 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 3.1581 loss: 3.1581 2022/06/25 18:30:28 - mmengine - INFO - Epoch(train) [27][1360/3757] lr: 9.494e-03 eta: 1 day, 18:11:35 time: 0.243 data_time: 0.002 memory: 5036 grad_norm: 6.5253 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.9521 loss: 2.9521 2022/06/25 18:30:33 - mmengine - INFO - Epoch(train) [27][1380/3757] lr: 9.494e-03 eta: 1 day, 18:11:30 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 4.7591 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.9193 loss: 3.9193 2022/06/25 18:30:39 - mmengine - INFO - Epoch(train) [27][1400/3757] lr: 9.494e-03 eta: 1 day, 18:11:26 time: 0.455 data_time: 0.002 memory: 5036 grad_norm: 5.2787 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.0662 loss: 3.0662 2022/06/25 18:30:44 - mmengine - INFO - Epoch(train) [27][1420/3757] lr: 9.494e-03 eta: 1 day, 18:11:23 time: 0.256 data_time: 0.002 memory: 5036 grad_norm: 4.3929 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.3196 loss: 3.3196 2022/06/25 18:30:50 - mmengine - INFO - Epoch(train) [27][1440/3757] lr: 9.494e-03 eta: 1 day, 18:11:17 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 4.5767 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.7902 loss: 2.7902 2022/06/25 18:30:55 - mmengine - INFO - Epoch(train) [27][1460/3757] lr: 9.494e-03 eta: 1 day, 18:11:12 time: 0.258 data_time: 0.005 memory: 5036 grad_norm: 4.6201 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.3068 loss: 3.3068 2022/06/25 18:31:00 - mmengine - INFO - Epoch(train) [27][1480/3757] lr: 9.494e-03 eta: 1 day, 18:11:06 time: 0.271 data_time: 0.002 memory: 5036 grad_norm: 5.2290 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.3495 loss: 3.3495 2022/06/25 18:31:06 - mmengine - INFO - Epoch(train) [27][1500/3757] lr: 9.494e-03 eta: 1 day, 18:11:04 time: 0.260 data_time: 0.002 memory: 5036 grad_norm: 4.9846 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.5671 loss: 3.5671 2022/06/25 18:31:11 - mmengine - INFO - Epoch(train) [27][1520/3757] lr: 9.494e-03 eta: 1 day, 18:10:58 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 4.2700 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4316 loss: 3.4316 2022/06/25 18:31:16 - mmengine - INFO - Epoch(train) [27][1540/3757] lr: 9.494e-03 eta: 1 day, 18:10:52 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 4.9745 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.3561 loss: 3.3561 2022/06/25 18:31:21 - mmengine - INFO - Epoch(train) [27][1560/3757] lr: 9.494e-03 eta: 1 day, 18:10:46 time: 0.260 data_time: 0.008 memory: 5036 grad_norm: 4.7709 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.1071 loss: 3.1071 2022/06/25 18:31:26 - mmengine - INFO - Epoch(train) [27][1580/3757] lr: 9.494e-03 eta: 1 day, 18:10:40 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 4.8863 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.4930 loss: 3.4930 2022/06/25 18:31:31 - mmengine - INFO - Epoch(train) [27][1600/3757] lr: 9.494e-03 eta: 1 day, 18:10:33 time: 0.261 data_time: 0.002 memory: 5036 grad_norm: 4.7474 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.0339 loss: 3.0339 2022/06/25 18:31:37 - mmengine - INFO - Epoch(train) [27][1620/3757] lr: 9.494e-03 eta: 1 day, 18:10:27 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 4.6387 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.9119 loss: 2.9119 2022/06/25 18:31:42 - mmengine - INFO - Epoch(train) [27][1640/3757] lr: 9.494e-03 eta: 1 day, 18:10:21 time: 0.254 data_time: 0.011 memory: 5036 grad_norm: 4.8577 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.2815 loss: 3.2815 2022/06/25 18:31:47 - mmengine - INFO - Epoch(train) [27][1660/3757] lr: 9.494e-03 eta: 1 day, 18:10:15 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 4.2182 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 3.1225 loss: 3.1225 2022/06/25 18:31:52 - mmengine - INFO - Epoch(train) [27][1680/3757] lr: 9.494e-03 eta: 1 day, 18:10:09 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 5.3233 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.4448 loss: 3.4448 2022/06/25 18:31:57 - mmengine - INFO - Epoch(train) [27][1700/3757] lr: 9.494e-03 eta: 1 day, 18:10:03 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 5.3832 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.4704 loss: 3.4704 2022/06/25 18:32:02 - mmengine - INFO - Epoch(train) [27][1720/3757] lr: 9.494e-03 eta: 1 day, 18:09:57 time: 0.263 data_time: 0.005 memory: 5036 grad_norm: 5.8136 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0482 loss: 3.0482 2022/06/25 18:32:07 - mmengine - INFO - Epoch(train) [27][1740/3757] lr: 9.494e-03 eta: 1 day, 18:09:51 time: 0.249 data_time: 0.007 memory: 5036 grad_norm: 5.2709 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1715 loss: 3.1715 2022/06/25 18:32:13 - mmengine - INFO - Epoch(train) [27][1760/3757] lr: 9.494e-03 eta: 1 day, 18:09:46 time: 0.250 data_time: 0.008 memory: 5036 grad_norm: 4.4593 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1209 loss: 3.1209 2022/06/25 18:32:18 - mmengine - INFO - Epoch(train) [27][1780/3757] lr: 9.494e-03 eta: 1 day, 18:09:40 time: 0.256 data_time: 0.002 memory: 5036 grad_norm: 4.9759 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.3615 loss: 3.3615 2022/06/25 18:32:23 - mmengine - INFO - Epoch(train) [27][1800/3757] lr: 9.494e-03 eta: 1 day, 18:09:35 time: 0.259 data_time: 0.009 memory: 5036 grad_norm: 5.0601 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.9123 loss: 2.9123 2022/06/25 18:32:28 - mmengine - INFO - Epoch(train) [27][1820/3757] lr: 9.494e-03 eta: 1 day, 18:09:29 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 4.9277 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0411 loss: 3.0411 2022/06/25 18:32:33 - mmengine - INFO - Epoch(train) [27][1840/3757] lr: 9.494e-03 eta: 1 day, 18:09:23 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 4.3745 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0820 loss: 3.0820 2022/06/25 18:32:39 - mmengine - INFO - Epoch(train) [27][1860/3757] lr: 9.494e-03 eta: 1 day, 18:09:17 time: 0.264 data_time: 0.002 memory: 5036 grad_norm: 4.9039 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.3910 loss: 3.3910 2022/06/25 18:32:44 - mmengine - INFO - Epoch(train) [27][1880/3757] lr: 9.494e-03 eta: 1 day, 18:09:14 time: 0.256 data_time: 0.002 memory: 5036 grad_norm: 4.7198 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0994 loss: 3.0994 2022/06/25 18:32:50 - mmengine - INFO - Epoch(train) [27][1900/3757] lr: 9.494e-03 eta: 1 day, 18:09:09 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 4.8463 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 3.2514 loss: 3.2514 2022/06/25 18:32:55 - mmengine - INFO - Epoch(train) [27][1920/3757] lr: 9.494e-03 eta: 1 day, 18:09:03 time: 0.260 data_time: 0.002 memory: 5036 grad_norm: 4.9850 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2438 loss: 3.2438 2022/06/25 18:33:00 - mmengine - INFO - Epoch(train) [27][1940/3757] lr: 9.494e-03 eta: 1 day, 18:08:57 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 4.2460 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.3446 loss: 3.3446 2022/06/25 18:33:05 - mmengine - INFO - Epoch(train) [27][1960/3757] lr: 9.494e-03 eta: 1 day, 18:08:54 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 5.2348 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.8487 loss: 2.8487 2022/06/25 18:33:11 - mmengine - INFO - Epoch(train) [27][1980/3757] lr: 9.494e-03 eta: 1 day, 18:08:48 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 5.0516 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.3531 loss: 3.3531 2022/06/25 18:33:16 - mmengine - INFO - Epoch(train) [27][2000/3757] lr: 9.494e-03 eta: 1 day, 18:08:42 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 5.2564 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2275 loss: 3.2275 2022/06/25 18:33:21 - mmengine - INFO - Epoch(train) [27][2020/3757] lr: 9.494e-03 eta: 1 day, 18:08:39 time: 0.254 data_time: 0.008 memory: 5036 grad_norm: 5.3071 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.3058 loss: 3.3058 2022/06/25 18:33:27 - mmengine - INFO - Epoch(train) [27][2040/3757] lr: 9.494e-03 eta: 1 day, 18:08:33 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 4.6598 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.1015 loss: 3.1015 2022/06/25 18:33:32 - mmengine - INFO - Epoch(train) [27][2060/3757] lr: 9.494e-03 eta: 1 day, 18:08:28 time: 0.267 data_time: 0.002 memory: 5036 grad_norm: 5.3412 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.4744 loss: 3.4744 2022/06/25 18:33:37 - mmengine - INFO - Epoch(train) [27][2080/3757] lr: 9.494e-03 eta: 1 day, 18:08:21 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 4.7694 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8882 loss: 2.8882 2022/06/25 18:33:42 - mmengine - INFO - Epoch(train) [27][2100/3757] lr: 9.494e-03 eta: 1 day, 18:08:15 time: 0.250 data_time: 0.005 memory: 5036 grad_norm: 5.2424 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.5070 loss: 3.5070 2022/06/25 18:33:47 - mmengine - INFO - Epoch(train) [27][2120/3757] lr: 9.494e-03 eta: 1 day, 18:08:09 time: 0.250 data_time: 0.007 memory: 5036 grad_norm: 4.6443 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4252 loss: 3.4252 2022/06/25 18:33:52 - mmengine - INFO - Epoch(train) [27][2140/3757] lr: 9.494e-03 eta: 1 day, 18:08:04 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 5.1965 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2329 loss: 3.2329 2022/06/25 18:33:58 - mmengine - INFO - Epoch(train) [27][2160/3757] lr: 9.494e-03 eta: 1 day, 18:07:58 time: 0.249 data_time: 0.007 memory: 5036 grad_norm: 5.1500 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.1847 loss: 3.1847 2022/06/25 18:34:03 - mmengine - INFO - Epoch(train) [27][2180/3757] lr: 9.494e-03 eta: 1 day, 18:07:55 time: 0.251 data_time: 0.005 memory: 5036 grad_norm: 4.7947 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0150 loss: 3.0150 2022/06/25 18:34:08 - mmengine - INFO - Epoch(train) [27][2200/3757] lr: 9.494e-03 eta: 1 day, 18:07:49 time: 0.252 data_time: 0.008 memory: 5036 grad_norm: 4.7302 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0741 loss: 3.0741 2022/06/25 18:34:14 - mmengine - INFO - Epoch(train) [27][2220/3757] lr: 9.494e-03 eta: 1 day, 18:07:44 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 5.0140 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.1583 loss: 3.1583 2022/06/25 18:34:19 - mmengine - INFO - Epoch(train) [27][2240/3757] lr: 9.494e-03 eta: 1 day, 18:07:38 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 5.2434 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.4967 loss: 3.4967 2022/06/25 18:34:24 - mmengine - INFO - Epoch(train) [27][2260/3757] lr: 9.494e-03 eta: 1 day, 18:07:34 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 4.4995 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.9843 loss: 2.9843 2022/06/25 18:34:29 - mmengine - INFO - Epoch(train) [27][2280/3757] lr: 9.494e-03 eta: 1 day, 18:07:28 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 4.0497 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 3.5145 loss: 3.5145 2022/06/25 18:34:35 - mmengine - INFO - Epoch(train) [27][2300/3757] lr: 9.494e-03 eta: 1 day, 18:07:23 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 5.5645 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2452 loss: 3.2452 2022/06/25 18:34:40 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 18:34:40 - mmengine - INFO - Epoch(train) [27][2320/3757] lr: 9.494e-03 eta: 1 day, 18:07:17 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 5.6546 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.1938 loss: 3.1938 2022/06/25 18:34:45 - mmengine - INFO - Epoch(train) [27][2340/3757] lr: 9.494e-03 eta: 1 day, 18:07:12 time: 0.269 data_time: 0.002 memory: 5036 grad_norm: 5.1326 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.3819 loss: 3.3819 2022/06/25 18:34:50 - mmengine - INFO - Epoch(train) [27][2360/3757] lr: 9.494e-03 eta: 1 day, 18:07:06 time: 0.243 data_time: 0.007 memory: 5036 grad_norm: 4.4653 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1760 loss: 3.1760 2022/06/25 18:34:56 - mmengine - INFO - Epoch(train) [27][2380/3757] lr: 9.494e-03 eta: 1 day, 18:07:01 time: 0.271 data_time: 0.002 memory: 5036 grad_norm: 5.8718 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2657 loss: 3.2657 2022/06/25 18:35:01 - mmengine - INFO - Epoch(train) [27][2400/3757] lr: 9.494e-03 eta: 1 day, 18:06:55 time: 0.390 data_time: 0.003 memory: 5036 grad_norm: 4.7644 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1797 loss: 3.1797 2022/06/25 18:35:06 - mmengine - INFO - Epoch(train) [27][2420/3757] lr: 9.494e-03 eta: 1 day, 18:06:50 time: 0.246 data_time: 0.007 memory: 5036 grad_norm: 5.0251 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.4365 loss: 3.4365 2022/06/25 18:35:11 - mmengine - INFO - Epoch(train) [27][2440/3757] lr: 9.494e-03 eta: 1 day, 18:06:43 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 4.9533 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.5647 loss: 3.5647 2022/06/25 18:35:16 - mmengine - INFO - Epoch(train) [27][2460/3757] lr: 9.494e-03 eta: 1 day, 18:06:38 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 4.8769 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.5208 loss: 3.5208 2022/06/25 18:35:22 - mmengine - INFO - Epoch(train) [27][2480/3757] lr: 9.494e-03 eta: 1 day, 18:06:32 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 5.6674 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.5428 loss: 3.5428 2022/06/25 18:35:27 - mmengine - INFO - Epoch(train) [27][2500/3757] lr: 9.494e-03 eta: 1 day, 18:06:26 time: 0.254 data_time: 0.005 memory: 5036 grad_norm: 4.5084 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3609 loss: 3.3609 2022/06/25 18:35:32 - mmengine - INFO - Epoch(train) [27][2520/3757] lr: 9.494e-03 eta: 1 day, 18:06:20 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 4.8394 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.0412 loss: 3.0412 2022/06/25 18:35:37 - mmengine - INFO - Epoch(train) [27][2540/3757] lr: 9.494e-03 eta: 1 day, 18:06:14 time: 0.248 data_time: 0.009 memory: 5036 grad_norm: 5.3859 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.5156 loss: 3.5156 2022/06/25 18:35:42 - mmengine - INFO - Epoch(train) [27][2560/3757] lr: 9.494e-03 eta: 1 day, 18:06:09 time: 0.254 data_time: 0.008 memory: 5036 grad_norm: 4.5151 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8896 loss: 2.8896 2022/06/25 18:35:47 - mmengine - INFO - Epoch(train) [27][2580/3757] lr: 9.494e-03 eta: 1 day, 18:06:03 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 4.6054 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 3.3014 loss: 3.3014 2022/06/25 18:35:53 - mmengine - INFO - Epoch(train) [27][2600/3757] lr: 9.494e-03 eta: 1 day, 18:05:57 time: 0.247 data_time: 0.006 memory: 5036 grad_norm: 4.7555 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.0587 loss: 3.0587 2022/06/25 18:35:58 - mmengine - INFO - Epoch(train) [27][2620/3757] lr: 9.494e-03 eta: 1 day, 18:05:51 time: 0.251 data_time: 0.015 memory: 5036 grad_norm: 4.5112 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0662 loss: 3.0662 2022/06/25 18:36:03 - mmengine - INFO - Epoch(train) [27][2640/3757] lr: 9.494e-03 eta: 1 day, 18:05:46 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 4.3388 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7296 loss: 2.7296 2022/06/25 18:36:08 - mmengine - INFO - Epoch(train) [27][2660/3757] lr: 9.494e-03 eta: 1 day, 18:05:40 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 5.0245 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 3.0390 loss: 3.0390 2022/06/25 18:36:13 - mmengine - INFO - Epoch(train) [27][2680/3757] lr: 9.494e-03 eta: 1 day, 18:05:35 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 5.0944 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.2283 loss: 3.2283 2022/06/25 18:36:19 - mmengine - INFO - Epoch(train) [27][2700/3757] lr: 9.494e-03 eta: 1 day, 18:05:29 time: 0.260 data_time: 0.023 memory: 5036 grad_norm: 5.0470 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.1555 loss: 3.1555 2022/06/25 18:36:24 - mmengine - INFO - Epoch(train) [27][2720/3757] lr: 9.494e-03 eta: 1 day, 18:05:23 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 4.4166 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.0745 loss: 3.0745 2022/06/25 18:36:29 - mmengine - INFO - Epoch(train) [27][2740/3757] lr: 9.494e-03 eta: 1 day, 18:05:17 time: 0.259 data_time: 0.002 memory: 5036 grad_norm: 4.5738 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1565 loss: 3.1565 2022/06/25 18:36:34 - mmengine - INFO - Epoch(train) [27][2760/3757] lr: 9.494e-03 eta: 1 day, 18:05:12 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 4.8241 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.3920 loss: 3.3920 2022/06/25 18:36:40 - mmengine - INFO - Epoch(train) [27][2780/3757] lr: 9.494e-03 eta: 1 day, 18:05:07 time: 0.263 data_time: 0.021 memory: 5036 grad_norm: 5.4691 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.4411 loss: 3.4411 2022/06/25 18:36:45 - mmengine - INFO - Epoch(train) [27][2800/3757] lr: 9.494e-03 eta: 1 day, 18:05:02 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 4.8748 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1462 loss: 3.1462 2022/06/25 18:36:50 - mmengine - INFO - Epoch(train) [27][2820/3757] lr: 9.494e-03 eta: 1 day, 18:04:57 time: 0.265 data_time: 0.002 memory: 5036 grad_norm: 4.7930 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.1597 loss: 3.1597 2022/06/25 18:36:55 - mmengine - INFO - Epoch(train) [27][2840/3757] lr: 9.494e-03 eta: 1 day, 18:04:51 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 4.6961 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.2465 loss: 3.2465 2022/06/25 18:37:01 - mmengine - INFO - Epoch(train) [27][2860/3757] lr: 9.494e-03 eta: 1 day, 18:04:46 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 4.5256 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2265 loss: 3.2265 2022/06/25 18:37:06 - mmengine - INFO - Epoch(train) [27][2880/3757] lr: 9.494e-03 eta: 1 day, 18:04:41 time: 0.245 data_time: 0.005 memory: 5036 grad_norm: 4.5662 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.5288 loss: 3.5288 2022/06/25 18:37:11 - mmengine - INFO - Epoch(train) [27][2900/3757] lr: 9.494e-03 eta: 1 day, 18:04:35 time: 0.271 data_time: 0.002 memory: 5036 grad_norm: 5.2658 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.2603 loss: 3.2603 2022/06/25 18:37:16 - mmengine - INFO - Epoch(train) [27][2920/3757] lr: 9.494e-03 eta: 1 day, 18:04:30 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 4.9419 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6196 loss: 2.6196 2022/06/25 18:37:22 - mmengine - INFO - Epoch(train) [27][2940/3757] lr: 9.494e-03 eta: 1 day, 18:04:27 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 5.0794 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0789 loss: 3.0789 2022/06/25 18:37:27 - mmengine - INFO - Epoch(train) [27][2960/3757] lr: 9.494e-03 eta: 1 day, 18:04:21 time: 0.256 data_time: 0.008 memory: 5036 grad_norm: 5.0881 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.2477 loss: 3.2477 2022/06/25 18:37:33 - mmengine - INFO - Epoch(train) [27][2980/3757] lr: 9.494e-03 eta: 1 day, 18:04:16 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 4.6084 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5634 loss: 2.5634 2022/06/25 18:37:38 - mmengine - INFO - Epoch(train) [27][3000/3757] lr: 9.494e-03 eta: 1 day, 18:04:10 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 5.0516 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0226 loss: 3.0226 2022/06/25 18:37:43 - mmengine - INFO - Epoch(train) [27][3020/3757] lr: 9.494e-03 eta: 1 day, 18:04:05 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 4.4335 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1650 loss: 3.1650 2022/06/25 18:37:48 - mmengine - INFO - Epoch(train) [27][3040/3757] lr: 9.494e-03 eta: 1 day, 18:03:59 time: 0.257 data_time: 0.014 memory: 5036 grad_norm: 5.2626 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 2.8287 loss: 2.8287 2022/06/25 18:37:54 - mmengine - INFO - Epoch(train) [27][3060/3757] lr: 9.494e-03 eta: 1 day, 18:03:55 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 4.6123 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.9638 loss: 2.9638 2022/06/25 18:37:59 - mmengine - INFO - Epoch(train) [27][3080/3757] lr: 9.494e-03 eta: 1 day, 18:03:49 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 4.4899 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.2005 loss: 3.2005 2022/06/25 18:38:04 - mmengine - INFO - Epoch(train) [27][3100/3757] lr: 9.494e-03 eta: 1 day, 18:03:43 time: 0.241 data_time: 0.002 memory: 5036 grad_norm: 5.4465 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.1166 loss: 3.1166 2022/06/25 18:38:09 - mmengine - INFO - Epoch(train) [27][3120/3757] lr: 9.494e-03 eta: 1 day, 18:03:37 time: 0.275 data_time: 0.016 memory: 5036 grad_norm: 5.0555 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1739 loss: 3.1739 2022/06/25 18:38:14 - mmengine - INFO - Epoch(train) [27][3140/3757] lr: 9.494e-03 eta: 1 day, 18:03:32 time: 0.254 data_time: 0.008 memory: 5036 grad_norm: 4.9616 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.5813 loss: 3.5813 2022/06/25 18:38:20 - mmengine - INFO - Epoch(train) [27][3160/3757] lr: 9.494e-03 eta: 1 day, 18:03:28 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 5.5348 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 3.1341 loss: 3.1341 2022/06/25 18:38:25 - mmengine - INFO - Epoch(train) [27][3180/3757] lr: 9.494e-03 eta: 1 day, 18:03:23 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 4.9074 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.4620 loss: 3.4620 2022/06/25 18:38:30 - mmengine - INFO - Epoch(train) [27][3200/3757] lr: 9.494e-03 eta: 1 day, 18:03:17 time: 0.267 data_time: 0.014 memory: 5036 grad_norm: 5.2195 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0187 loss: 3.0187 2022/06/25 18:38:36 - mmengine - INFO - Epoch(train) [27][3220/3757] lr: 9.494e-03 eta: 1 day, 18:03:11 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 5.1634 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.7231 loss: 3.7231 2022/06/25 18:38:41 - mmengine - INFO - Epoch(train) [27][3240/3757] lr: 9.494e-03 eta: 1 day, 18:03:05 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 4.7555 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.7224 loss: 2.7224 2022/06/25 18:38:46 - mmengine - INFO - Epoch(train) [27][3260/3757] lr: 9.494e-03 eta: 1 day, 18:03:00 time: 0.249 data_time: 0.012 memory: 5036 grad_norm: 4.3821 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1769 loss: 3.1769 2022/06/25 18:38:51 - mmengine - INFO - Epoch(train) [27][3280/3757] lr: 9.494e-03 eta: 1 day, 18:02:53 time: 0.263 data_time: 0.002 memory: 5036 grad_norm: 4.7794 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6906 loss: 2.6906 2022/06/25 18:38:56 - mmengine - INFO - Epoch(train) [27][3300/3757] lr: 9.494e-03 eta: 1 day, 18:02:48 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 4.9979 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2635 loss: 3.2635 2022/06/25 18:39:01 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 18:39:01 - mmengine - INFO - Epoch(train) [27][3320/3757] lr: 9.494e-03 eta: 1 day, 18:02:42 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 4.8755 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.0827 loss: 3.0827 2022/06/25 18:39:07 - mmengine - INFO - Epoch(train) [27][3340/3757] lr: 9.494e-03 eta: 1 day, 18:02:37 time: 0.260 data_time: 0.002 memory: 5036 grad_norm: 4.9120 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.4004 loss: 3.4004 2022/06/25 18:39:12 - mmengine - INFO - Epoch(train) [27][3360/3757] lr: 9.494e-03 eta: 1 day, 18:02:32 time: 0.277 data_time: 0.002 memory: 5036 grad_norm: 4.7626 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9027 loss: 2.9027 2022/06/25 18:39:17 - mmengine - INFO - Epoch(train) [27][3380/3757] lr: 9.494e-03 eta: 1 day, 18:02:26 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 4.5772 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0127 loss: 3.0127 2022/06/25 18:39:22 - mmengine - INFO - Epoch(train) [27][3400/3757] lr: 9.494e-03 eta: 1 day, 18:02:20 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 5.0885 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.7033 loss: 3.7033 2022/06/25 18:39:27 - mmengine - INFO - Epoch(train) [27][3420/3757] lr: 9.494e-03 eta: 1 day, 18:02:14 time: 0.260 data_time: 0.002 memory: 5036 grad_norm: 4.3265 top1_acc: 0.1250 top5_acc: 0.8750 loss_cls: 3.1961 loss: 3.1961 2022/06/25 18:39:33 - mmengine - INFO - Epoch(train) [27][3440/3757] lr: 9.494e-03 eta: 1 day, 18:02:09 time: 0.262 data_time: 0.002 memory: 5036 grad_norm: 4.6603 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4135 loss: 3.4135 2022/06/25 18:39:38 - mmengine - INFO - Epoch(train) [27][3460/3757] lr: 9.494e-03 eta: 1 day, 18:02:03 time: 0.244 data_time: 0.003 memory: 5036 grad_norm: 4.5551 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.5892 loss: 3.5892 2022/06/25 18:39:43 - mmengine - INFO - Epoch(train) [27][3480/3757] lr: 9.494e-03 eta: 1 day, 18:01:57 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 4.7864 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.4978 loss: 3.4978 2022/06/25 18:39:48 - mmengine - INFO - Epoch(train) [27][3500/3757] lr: 9.494e-03 eta: 1 day, 18:01:51 time: 0.260 data_time: 0.002 memory: 5036 grad_norm: 4.6085 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.4225 loss: 3.4225 2022/06/25 18:39:54 - mmengine - INFO - Epoch(train) [27][3520/3757] lr: 9.494e-03 eta: 1 day, 18:01:47 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 4.5240 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.2210 loss: 3.2210 2022/06/25 18:39:59 - mmengine - INFO - Epoch(train) [27][3540/3757] lr: 9.494e-03 eta: 1 day, 18:01:42 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 4.6812 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.2420 loss: 3.2420 2022/06/25 18:40:05 - mmengine - INFO - Epoch(train) [27][3560/3757] lr: 9.494e-03 eta: 1 day, 18:01:39 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 4.7380 top1_acc: 0.0000 top5_acc: 0.6250 loss_cls: 3.0193 loss: 3.0193 2022/06/25 18:40:10 - mmengine - INFO - Epoch(train) [27][3580/3757] lr: 9.494e-03 eta: 1 day, 18:01:33 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 4.7618 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.3755 loss: 3.3755 2022/06/25 18:40:15 - mmengine - INFO - Epoch(train) [27][3600/3757] lr: 9.494e-03 eta: 1 day, 18:01:28 time: 0.255 data_time: 0.005 memory: 5036 grad_norm: 4.6168 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.2599 loss: 3.2599 2022/06/25 18:40:20 - mmengine - INFO - Epoch(train) [27][3620/3757] lr: 9.494e-03 eta: 1 day, 18:01:23 time: 0.241 data_time: 0.002 memory: 5036 grad_norm: 4.5475 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.2701 loss: 3.2701 2022/06/25 18:40:26 - mmengine - INFO - Epoch(train) [27][3640/3757] lr: 9.494e-03 eta: 1 day, 18:01:19 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 4.7708 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.1807 loss: 3.1807 2022/06/25 18:40:31 - mmengine - INFO - Epoch(train) [27][3660/3757] lr: 9.494e-03 eta: 1 day, 18:01:13 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 4.7604 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0531 loss: 3.0531 2022/06/25 18:40:36 - mmengine - INFO - Epoch(train) [27][3680/3757] lr: 9.494e-03 eta: 1 day, 18:01:07 time: 0.255 data_time: 0.005 memory: 5036 grad_norm: 5.2011 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.2556 loss: 3.2556 2022/06/25 18:40:41 - mmengine - INFO - Epoch(train) [27][3700/3757] lr: 9.494e-03 eta: 1 day, 18:01:02 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 4.3895 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0589 loss: 3.0589 2022/06/25 18:40:47 - mmengine - INFO - Epoch(train) [27][3720/3757] lr: 9.494e-03 eta: 1 day, 18:00:57 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 5.1891 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.2223 loss: 3.2223 2022/06/25 18:40:52 - mmengine - INFO - Epoch(train) [27][3740/3757] lr: 9.494e-03 eta: 1 day, 18:00:51 time: 0.238 data_time: 0.002 memory: 5036 grad_norm: 4.7632 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.4035 loss: 3.4035 2022/06/25 18:40:56 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 18:40:56 - mmengine - INFO - Saving checkpoint at 27 epochs 2022/06/25 18:41:09 - mmengine - INFO - Epoch(val) [27][20/310] eta: 0:01:46 time: 0.111 data_time: 0.010 memory: 5036 2022/06/25 18:41:13 - mmengine - INFO - Epoch(val) [27][40/310] eta: 0:01:34 time: 0.100 data_time: 0.002 memory: 1723 2022/06/25 18:41:18 - mmengine - INFO - Epoch(val) [27][60/310] eta: 0:00:26 time: 0.108 data_time: 0.001 memory: 1723 2022/06/25 18:41:22 - mmengine - INFO - Epoch(val) [27][80/310] eta: 0:00:24 time: 0.107 data_time: 0.001 memory: 1723 2022/06/25 18:41:29 - mmengine - INFO - Epoch(val) [27][100/310] eta: 0:01:15 time: 0.103 data_time: 0.001 memory: 1723 2022/06/25 18:41:34 - mmengine - INFO - Epoch(val) [27][120/310] eta: 0:01:08 time: 0.103 data_time: 0.001 memory: 1723 2022/06/25 18:41:39 - mmengine - INFO - Epoch(val) [27][140/310] eta: 0:00:22 time: 0.111 data_time: 0.002 memory: 1723 2022/06/25 18:41:44 - mmengine - INFO - Epoch(val) [27][160/310] eta: 0:00:15 time: 0.103 data_time: 0.001 memory: 1723 2022/06/25 18:41:51 - mmengine - INFO - Epoch(val) [27][180/310] eta: 0:00:45 time: 0.119 data_time: 0.001 memory: 1723 2022/06/25 18:41:55 - mmengine - INFO - Epoch(val) [27][200/310] eta: 0:00:39 time: 0.103 data_time: 0.001 memory: 1723 2022/06/25 18:42:00 - mmengine - INFO - Epoch(val) [27][220/310] eta: 0:00:14 time: 0.108 data_time: 0.001 memory: 1723 2022/06/25 18:42:05 - mmengine - INFO - Epoch(val) [27][240/310] eta: 0:00:07 time: 0.103 data_time: 0.001 memory: 1723 2022/06/25 18:42:12 - mmengine - INFO - Epoch(val) [27][260/310] eta: 0:00:18 time: 0.104 data_time: 0.002 memory: 1723 2022/06/25 18:42:16 - mmengine - INFO - Epoch(val) [27][280/310] eta: 0:00:08 time: 0.111 data_time: 0.002 memory: 1723 2022/06/25 18:42:18 - mmengine - INFO - Epoch(val) [27][300/310] eta: 0:00:01 time: 0.097 data_time: 0.001 memory: 1723 2022/06/25 18:42:20 - mmengine - INFO - Epoch(val) [27][310/310] acc/top1: 0.3670 acc/top5: 0.6384 acc/mean1: 0.3669 2022/06/25 18:42:30 - mmengine - INFO - Epoch(train) [28][20/3757] lr: 9.455e-03 eta: 1 day, 18:00:56 time: 0.257 data_time: 0.002 memory: 5036 grad_norm: 4.7591 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.9345 loss: 2.9345 2022/06/25 18:42:35 - mmengine - INFO - Epoch(train) [28][40/3757] lr: 9.455e-03 eta: 1 day, 18:00:50 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 5.0270 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.5745 loss: 3.5745 2022/06/25 18:42:41 - mmengine - INFO - Epoch(train) [28][60/3757] lr: 9.455e-03 eta: 1 day, 18:00:45 time: 0.243 data_time: 0.002 memory: 5036 grad_norm: 4.5497 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0467 loss: 3.0467 2022/06/25 18:42:46 - mmengine - INFO - Epoch(train) [28][80/3757] lr: 9.455e-03 eta: 1 day, 18:00:41 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 4.6446 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1908 loss: 3.1908 2022/06/25 18:42:51 - mmengine - INFO - Epoch(train) [28][100/3757] lr: 9.455e-03 eta: 1 day, 18:00:35 time: 0.275 data_time: 0.003 memory: 5036 grad_norm: 4.8102 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9841 loss: 2.9841 2022/06/25 18:42:56 - mmengine - INFO - Epoch(train) [28][120/3757] lr: 9.455e-03 eta: 1 day, 18:00:30 time: 0.246 data_time: 0.011 memory: 5036 grad_norm: 4.5812 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.3200 loss: 3.3200 2022/06/25 18:43:02 - mmengine - INFO - Epoch(train) [28][140/3757] lr: 9.455e-03 eta: 1 day, 18:00:23 time: 0.261 data_time: 0.002 memory: 5036 grad_norm: 4.6731 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9016 loss: 2.9016 2022/06/25 18:43:07 - mmengine - INFO - Epoch(train) [28][160/3757] lr: 9.455e-03 eta: 1 day, 18:00:17 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 5.4484 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.5228 loss: 3.5228 2022/06/25 18:43:12 - mmengine - INFO - Epoch(train) [28][180/3757] lr: 9.455e-03 eta: 1 day, 18:00:12 time: 0.274 data_time: 0.003 memory: 5036 grad_norm: 4.5777 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1185 loss: 3.1185 2022/06/25 18:43:17 - mmengine - INFO - Epoch(train) [28][200/3757] lr: 9.455e-03 eta: 1 day, 18:00:08 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 5.3179 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.5019 loss: 3.5019 2022/06/25 18:43:23 - mmengine - INFO - Epoch(train) [28][220/3757] lr: 9.455e-03 eta: 1 day, 18:00:03 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 4.6109 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2007 loss: 3.2007 2022/06/25 18:43:28 - mmengine - INFO - Epoch(train) [28][240/3757] lr: 9.455e-03 eta: 1 day, 17:59:56 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 4.9844 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7132 loss: 2.7132 2022/06/25 18:43:33 - mmengine - INFO - Epoch(train) [28][260/3757] lr: 9.455e-03 eta: 1 day, 17:59:51 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 4.5692 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.1383 loss: 3.1383 2022/06/25 18:43:38 - mmengine - INFO - Epoch(train) [28][280/3757] lr: 9.455e-03 eta: 1 day, 17:59:46 time: 0.247 data_time: 0.005 memory: 5036 grad_norm: 5.4676 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.3768 loss: 3.3768 2022/06/25 18:43:44 - mmengine - INFO - Epoch(train) [28][300/3757] lr: 9.455e-03 eta: 1 day, 17:59:41 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 4.9128 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9299 loss: 2.9299 2022/06/25 18:43:49 - mmengine - INFO - Epoch(train) [28][320/3757] lr: 9.455e-03 eta: 1 day, 17:59:34 time: 0.242 data_time: 0.005 memory: 5036 grad_norm: 5.2362 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.4028 loss: 3.4028 2022/06/25 18:43:55 - mmengine - INFO - Epoch(train) [28][340/3757] lr: 9.455e-03 eta: 1 day, 17:59:32 time: 0.261 data_time: 0.002 memory: 5036 grad_norm: 5.0165 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5898 loss: 2.5898 2022/06/25 18:44:00 - mmengine - INFO - Epoch(train) [28][360/3757] lr: 9.455e-03 eta: 1 day, 17:59:26 time: 0.241 data_time: 0.005 memory: 5036 grad_norm: 4.3817 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.3264 loss: 3.3264 2022/06/25 18:44:05 - mmengine - INFO - Epoch(train) [28][380/3757] lr: 9.455e-03 eta: 1 day, 17:59:22 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 4.4528 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.4895 loss: 3.4895 2022/06/25 18:44:10 - mmengine - INFO - Epoch(train) [28][400/3757] lr: 9.455e-03 eta: 1 day, 17:59:15 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 4.7386 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.2738 loss: 3.2738 2022/06/25 18:44:16 - mmengine - INFO - Epoch(train) [28][420/3757] lr: 9.455e-03 eta: 1 day, 17:59:12 time: 0.258 data_time: 0.002 memory: 5036 grad_norm: 5.4189 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.2294 loss: 3.2294 2022/06/25 18:44:21 - mmengine - INFO - Epoch(train) [28][440/3757] lr: 9.455e-03 eta: 1 day, 17:59:07 time: 0.244 data_time: 0.005 memory: 5036 grad_norm: 4.6747 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.4306 loss: 3.4306 2022/06/25 18:44:26 - mmengine - INFO - Epoch(train) [28][460/3757] lr: 9.455e-03 eta: 1 day, 17:59:02 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 4.6505 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9600 loss: 2.9600 2022/06/25 18:44:31 - mmengine - INFO - Epoch(train) [28][480/3757] lr: 9.455e-03 eta: 1 day, 17:58:56 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 5.2600 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.4417 loss: 3.4417 2022/06/25 18:44:37 - mmengine - INFO - Epoch(train) [28][500/3757] lr: 9.455e-03 eta: 1 day, 17:58:51 time: 0.279 data_time: 0.002 memory: 5036 grad_norm: 4.4851 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0606 loss: 3.0606 2022/06/25 18:44:42 - mmengine - INFO - Epoch(train) [28][520/3757] lr: 9.455e-03 eta: 1 day, 17:58:45 time: 0.314 data_time: 0.048 memory: 5036 grad_norm: 4.9024 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.1978 loss: 3.1978 2022/06/25 18:44:47 - mmengine - INFO - Epoch(train) [28][540/3757] lr: 9.455e-03 eta: 1 day, 17:58:39 time: 0.264 data_time: 0.002 memory: 5036 grad_norm: 6.1377 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.3900 loss: 3.3900 2022/06/25 18:44:52 - mmengine - INFO - Epoch(train) [28][560/3757] lr: 9.455e-03 eta: 1 day, 17:58:33 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 4.8594 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.4609 loss: 3.4609 2022/06/25 18:44:53 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 18:44:57 - mmengine - INFO - Epoch(train) [28][580/3757] lr: 9.455e-03 eta: 1 day, 17:58:27 time: 0.269 data_time: 0.002 memory: 5036 grad_norm: 5.0868 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2181 loss: 3.2181 2022/06/25 18:45:03 - mmengine - INFO - Epoch(train) [28][600/3757] lr: 9.455e-03 eta: 1 day, 17:58:21 time: 0.256 data_time: 0.021 memory: 5036 grad_norm: 4.8030 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4354 loss: 3.4354 2022/06/25 18:45:08 - mmengine - INFO - Epoch(train) [28][620/3757] lr: 9.455e-03 eta: 1 day, 17:58:17 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 5.5890 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.1093 loss: 3.1093 2022/06/25 18:45:13 - mmengine - INFO - Epoch(train) [28][640/3757] lr: 9.455e-03 eta: 1 day, 17:58:11 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 4.6720 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1939 loss: 3.1939 2022/06/25 18:45:19 - mmengine - INFO - Epoch(train) [28][660/3757] lr: 9.455e-03 eta: 1 day, 17:58:06 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 5.3259 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0211 loss: 3.0211 2022/06/25 18:45:24 - mmengine - INFO - Epoch(train) [28][680/3757] lr: 9.455e-03 eta: 1 day, 17:58:02 time: 0.260 data_time: 0.005 memory: 5036 grad_norm: 5.0796 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.0471 loss: 3.0471 2022/06/25 18:45:29 - mmengine - INFO - Epoch(train) [28][700/3757] lr: 9.455e-03 eta: 1 day, 17:57:57 time: 0.265 data_time: 0.002 memory: 5036 grad_norm: 5.1315 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.2885 loss: 3.2885 2022/06/25 18:45:34 - mmengine - INFO - Epoch(train) [28][720/3757] lr: 9.455e-03 eta: 1 day, 17:57:51 time: 0.261 data_time: 0.002 memory: 5036 grad_norm: 4.8787 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.9515 loss: 2.9515 2022/06/25 18:45:40 - mmengine - INFO - Epoch(train) [28][740/3757] lr: 9.455e-03 eta: 1 day, 17:57:45 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 4.8279 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.1884 loss: 3.1884 2022/06/25 18:45:45 - mmengine - INFO - Epoch(train) [28][760/3757] lr: 9.455e-03 eta: 1 day, 17:57:43 time: 0.257 data_time: 0.005 memory: 5036 grad_norm: 4.2328 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7529 loss: 2.7529 2022/06/25 18:45:51 - mmengine - INFO - Epoch(train) [28][780/3757] lr: 9.455e-03 eta: 1 day, 17:57:37 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 4.7286 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.9841 loss: 2.9841 2022/06/25 18:45:56 - mmengine - INFO - Epoch(train) [28][800/3757] lr: 9.455e-03 eta: 1 day, 17:57:31 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 5.1515 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.3312 loss: 3.3312 2022/06/25 18:46:01 - mmengine - INFO - Epoch(train) [28][820/3757] lr: 9.455e-03 eta: 1 day, 17:57:25 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 4.1438 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.3113 loss: 3.3113 2022/06/25 18:46:07 - mmengine - INFO - Epoch(train) [28][840/3757] lr: 9.455e-03 eta: 1 day, 17:57:22 time: 0.252 data_time: 0.005 memory: 5036 grad_norm: 5.1791 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1180 loss: 3.1180 2022/06/25 18:46:12 - mmengine - INFO - Epoch(train) [28][860/3757] lr: 9.455e-03 eta: 1 day, 17:57:16 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 5.3002 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.0236 loss: 3.0236 2022/06/25 18:46:17 - mmengine - INFO - Epoch(train) [28][880/3757] lr: 9.455e-03 eta: 1 day, 17:57:10 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 4.8047 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3084 loss: 3.3084 2022/06/25 18:46:22 - mmengine - INFO - Epoch(train) [28][900/3757] lr: 9.455e-03 eta: 1 day, 17:57:03 time: 0.251 data_time: 0.005 memory: 5036 grad_norm: 5.7711 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.5623 loss: 3.5623 2022/06/25 18:46:27 - mmengine - INFO - Epoch(train) [28][920/3757] lr: 9.455e-03 eta: 1 day, 17:56:57 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 4.6053 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1925 loss: 3.1925 2022/06/25 18:46:32 - mmengine - INFO - Epoch(train) [28][940/3757] lr: 9.455e-03 eta: 1 day, 17:56:50 time: 0.259 data_time: 0.005 memory: 5036 grad_norm: 5.3529 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9092 loss: 2.9092 2022/06/25 18:46:37 - mmengine - INFO - Epoch(train) [28][960/3757] lr: 9.455e-03 eta: 1 day, 17:56:44 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 5.5996 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.8311 loss: 2.8311 2022/06/25 18:46:42 - mmengine - INFO - Epoch(train) [28][980/3757] lr: 9.455e-03 eta: 1 day, 17:56:38 time: 0.277 data_time: 0.031 memory: 5036 grad_norm: 4.6017 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.3114 loss: 3.3114 2022/06/25 18:46:47 - mmengine - INFO - Epoch(train) [28][1000/3757] lr: 9.455e-03 eta: 1 day, 17:56:32 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 4.2979 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.2063 loss: 3.2063 2022/06/25 18:46:52 - mmengine - INFO - Epoch(train) [28][1020/3757] lr: 9.455e-03 eta: 1 day, 17:56:26 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 4.9578 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.0086 loss: 3.0086 2022/06/25 18:46:58 - mmengine - INFO - Epoch(train) [28][1040/3757] lr: 9.455e-03 eta: 1 day, 17:56:20 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 4.6355 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.3377 loss: 3.3377 2022/06/25 18:47:03 - mmengine - INFO - Epoch(train) [28][1060/3757] lr: 9.455e-03 eta: 1 day, 17:56:14 time: 0.257 data_time: 0.020 memory: 5036 grad_norm: 4.7032 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1153 loss: 3.1153 2022/06/25 18:47:08 - mmengine - INFO - Epoch(train) [28][1080/3757] lr: 9.455e-03 eta: 1 day, 17:56:08 time: 0.263 data_time: 0.002 memory: 5036 grad_norm: 4.8965 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6940 loss: 2.6940 2022/06/25 18:47:13 - mmengine - INFO - Epoch(train) [28][1100/3757] lr: 9.455e-03 eta: 1 day, 17:56:02 time: 0.259 data_time: 0.002 memory: 5036 grad_norm: 5.1624 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 3.2688 loss: 3.2688 2022/06/25 18:47:18 - mmengine - INFO - Epoch(train) [28][1120/3757] lr: 9.455e-03 eta: 1 day, 17:55:56 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 4.9202 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.9432 loss: 2.9432 2022/06/25 18:47:24 - mmengine - INFO - Epoch(train) [28][1140/3757] lr: 9.455e-03 eta: 1 day, 17:55:54 time: 0.261 data_time: 0.024 memory: 5036 grad_norm: 4.8823 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.0604 loss: 3.0604 2022/06/25 18:47:29 - mmengine - INFO - Epoch(train) [28][1160/3757] lr: 9.455e-03 eta: 1 day, 17:55:48 time: 0.263 data_time: 0.002 memory: 5036 grad_norm: 4.9795 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.6792 loss: 3.6792 2022/06/25 18:47:34 - mmengine - INFO - Epoch(train) [28][1180/3757] lr: 9.455e-03 eta: 1 day, 17:55:43 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 4.2145 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1272 loss: 3.1272 2022/06/25 18:47:40 - mmengine - INFO - Epoch(train) [28][1200/3757] lr: 9.455e-03 eta: 1 day, 17:55:37 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 4.9427 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9926 loss: 2.9926 2022/06/25 18:47:45 - mmengine - INFO - Epoch(train) [28][1220/3757] lr: 9.455e-03 eta: 1 day, 17:55:34 time: 0.272 data_time: 0.030 memory: 5036 grad_norm: 5.0023 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3693 loss: 3.3693 2022/06/25 18:47:50 - mmengine - INFO - Epoch(train) [28][1240/3757] lr: 9.455e-03 eta: 1 day, 17:55:28 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 5.8571 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.1653 loss: 3.1653 2022/06/25 18:47:56 - mmengine - INFO - Epoch(train) [28][1260/3757] lr: 9.455e-03 eta: 1 day, 17:55:22 time: 0.245 data_time: 0.003 memory: 5036 grad_norm: 4.6056 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.4104 loss: 3.4104 2022/06/25 18:48:01 - mmengine - INFO - Epoch(train) [28][1280/3757] lr: 9.455e-03 eta: 1 day, 17:55:16 time: 0.257 data_time: 0.002 memory: 5036 grad_norm: 4.7730 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3099 loss: 3.3099 2022/06/25 18:48:07 - mmengine - INFO - Epoch(train) [28][1300/3757] lr: 9.455e-03 eta: 1 day, 17:55:14 time: 0.259 data_time: 0.022 memory: 5036 grad_norm: 4.7969 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.5169 loss: 3.5169 2022/06/25 18:48:12 - mmengine - INFO - Epoch(train) [28][1320/3757] lr: 9.455e-03 eta: 1 day, 17:55:08 time: 0.254 data_time: 0.012 memory: 5036 grad_norm: 4.4203 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.4884 loss: 3.4884 2022/06/25 18:48:17 - mmengine - INFO - Epoch(train) [28][1340/3757] lr: 9.455e-03 eta: 1 day, 17:55:03 time: 0.245 data_time: 0.003 memory: 5036 grad_norm: 4.5761 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1899 loss: 3.1899 2022/06/25 18:48:23 - mmengine - INFO - Epoch(train) [28][1360/3757] lr: 9.455e-03 eta: 1 day, 17:55:01 time: 0.936 data_time: 0.002 memory: 5036 grad_norm: 4.6934 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 3.0418 loss: 3.0418 2022/06/25 18:48:28 - mmengine - INFO - Epoch(train) [28][1380/3757] lr: 9.455e-03 eta: 1 day, 17:54:56 time: 0.272 data_time: 0.034 memory: 5036 grad_norm: 5.0782 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.3076 loss: 3.3076 2022/06/25 18:48:33 - mmengine - INFO - Epoch(train) [28][1400/3757] lr: 9.455e-03 eta: 1 day, 17:54:50 time: 0.247 data_time: 0.006 memory: 5036 grad_norm: 4.4503 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.7183 loss: 3.7183 2022/06/25 18:48:38 - mmengine - INFO - Epoch(train) [28][1420/3757] lr: 9.455e-03 eta: 1 day, 17:54:44 time: 0.248 data_time: 0.005 memory: 5036 grad_norm: 4.4957 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.9902 loss: 2.9902 2022/06/25 18:48:44 - mmengine - INFO - Epoch(train) [28][1440/3757] lr: 9.455e-03 eta: 1 day, 17:54:41 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 4.9469 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0055 loss: 3.0055 2022/06/25 18:48:49 - mmengine - INFO - Epoch(train) [28][1460/3757] lr: 9.455e-03 eta: 1 day, 17:54:35 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 5.2421 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2246 loss: 3.2246 2022/06/25 18:48:54 - mmengine - INFO - Epoch(train) [28][1480/3757] lr: 9.455e-03 eta: 1 day, 17:54:29 time: 0.249 data_time: 0.007 memory: 5036 grad_norm: 4.8520 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 3.0605 loss: 3.0605 2022/06/25 18:48:59 - mmengine - INFO - Epoch(train) [28][1500/3757] lr: 9.455e-03 eta: 1 day, 17:54:23 time: 0.248 data_time: 0.005 memory: 5036 grad_norm: 5.3298 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7177 loss: 2.7177 2022/06/25 18:49:05 - mmengine - INFO - Epoch(train) [28][1520/3757] lr: 9.455e-03 eta: 1 day, 17:54:17 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 4.5762 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.3901 loss: 3.3901 2022/06/25 18:49:10 - mmengine - INFO - Epoch(train) [28][1540/3757] lr: 9.455e-03 eta: 1 day, 17:54:10 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 4.5031 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1426 loss: 3.1426 2022/06/25 18:49:15 - mmengine - INFO - Epoch(train) [28][1560/3757] lr: 9.455e-03 eta: 1 day, 17:54:04 time: 0.258 data_time: 0.005 memory: 5036 grad_norm: 5.6710 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6728 loss: 2.6728 2022/06/25 18:49:15 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 18:49:20 - mmengine - INFO - Epoch(train) [28][1580/3757] lr: 9.455e-03 eta: 1 day, 17:53:58 time: 0.252 data_time: 0.005 memory: 5036 grad_norm: 4.9679 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 3.0143 loss: 3.0143 2022/06/25 18:49:25 - mmengine - INFO - Epoch(train) [28][1600/3757] lr: 9.455e-03 eta: 1 day, 17:53:53 time: 0.247 data_time: 0.005 memory: 5036 grad_norm: 4.9056 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9970 loss: 2.9970 2022/06/25 18:49:30 - mmengine - INFO - Epoch(train) [28][1620/3757] lr: 9.455e-03 eta: 1 day, 17:53:47 time: 0.246 data_time: 0.005 memory: 5036 grad_norm: 4.8259 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.4687 loss: 3.4687 2022/06/25 18:49:35 - mmengine - INFO - Epoch(train) [28][1640/3757] lr: 9.455e-03 eta: 1 day, 17:53:40 time: 0.263 data_time: 0.009 memory: 5036 grad_norm: 5.2982 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.0420 loss: 3.0420 2022/06/25 18:49:40 - mmengine - INFO - Epoch(train) [28][1660/3757] lr: 9.455e-03 eta: 1 day, 17:53:34 time: 0.256 data_time: 0.005 memory: 5036 grad_norm: 5.0112 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0060 loss: 3.0060 2022/06/25 18:49:46 - mmengine - INFO - Epoch(train) [28][1680/3757] lr: 9.455e-03 eta: 1 day, 17:53:29 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 4.6131 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1753 loss: 3.1753 2022/06/25 18:49:51 - mmengine - INFO - Epoch(train) [28][1700/3757] lr: 9.455e-03 eta: 1 day, 17:53:23 time: 0.255 data_time: 0.012 memory: 5036 grad_norm: 4.8802 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1865 loss: 3.1865 2022/06/25 18:49:56 - mmengine - INFO - Epoch(train) [28][1720/3757] lr: 9.455e-03 eta: 1 day, 17:53:17 time: 0.257 data_time: 0.005 memory: 5036 grad_norm: 5.0531 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4982 loss: 3.4982 2022/06/25 18:50:01 - mmengine - INFO - Epoch(train) [28][1740/3757] lr: 9.455e-03 eta: 1 day, 17:53:11 time: 0.245 data_time: 0.003 memory: 5036 grad_norm: 4.6749 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.3735 loss: 3.3735 2022/06/25 18:50:07 - mmengine - INFO - Epoch(train) [28][1760/3757] lr: 9.455e-03 eta: 1 day, 17:53:06 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 4.8741 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.0009 loss: 3.0009 2022/06/25 18:50:12 - mmengine - INFO - Epoch(train) [28][1780/3757] lr: 9.455e-03 eta: 1 day, 17:53:00 time: 0.254 data_time: 0.012 memory: 5036 grad_norm: 4.3958 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.8375 loss: 2.8375 2022/06/25 18:50:17 - mmengine - INFO - Epoch(train) [28][1800/3757] lr: 9.455e-03 eta: 1 day, 17:52:54 time: 0.261 data_time: 0.005 memory: 5036 grad_norm: 4.8084 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.4990 loss: 3.4990 2022/06/25 18:50:22 - mmengine - INFO - Epoch(train) [28][1820/3757] lr: 9.455e-03 eta: 1 day, 17:52:48 time: 0.257 data_time: 0.002 memory: 5036 grad_norm: 4.6413 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.1906 loss: 3.1906 2022/06/25 18:50:27 - mmengine - INFO - Epoch(train) [28][1840/3757] lr: 9.455e-03 eta: 1 day, 17:52:42 time: 0.267 data_time: 0.002 memory: 5036 grad_norm: 5.2129 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.0731 loss: 3.0731 2022/06/25 18:50:32 - mmengine - INFO - Epoch(train) [28][1860/3757] lr: 9.455e-03 eta: 1 day, 17:52:37 time: 0.254 data_time: 0.011 memory: 5036 grad_norm: 4.7276 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.3262 loss: 3.3262 2022/06/25 18:50:37 - mmengine - INFO - Epoch(train) [28][1880/3757] lr: 9.455e-03 eta: 1 day, 17:52:31 time: 0.265 data_time: 0.002 memory: 5036 grad_norm: 4.9376 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.7169 loss: 3.7169 2022/06/25 18:50:43 - mmengine - INFO - Epoch(train) [28][1900/3757] lr: 9.455e-03 eta: 1 day, 17:52:25 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 4.9496 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.8938 loss: 2.8938 2022/06/25 18:50:48 - mmengine - INFO - Epoch(train) [28][1920/3757] lr: 9.455e-03 eta: 1 day, 17:52:19 time: 0.259 data_time: 0.002 memory: 5036 grad_norm: 4.8245 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 3.0229 loss: 3.0229 2022/06/25 18:50:53 - mmengine - INFO - Epoch(train) [28][1940/3757] lr: 9.455e-03 eta: 1 day, 17:52:14 time: 0.251 data_time: 0.009 memory: 5036 grad_norm: 5.7759 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.1423 loss: 3.1423 2022/06/25 18:50:58 - mmengine - INFO - Epoch(train) [28][1960/3757] lr: 9.455e-03 eta: 1 day, 17:52:08 time: 0.264 data_time: 0.002 memory: 5036 grad_norm: 4.7570 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.3427 loss: 3.3427 2022/06/25 18:51:03 - mmengine - INFO - Epoch(train) [28][1980/3757] lr: 9.455e-03 eta: 1 day, 17:52:02 time: 0.245 data_time: 0.003 memory: 5036 grad_norm: 4.7294 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 3.6449 loss: 3.6449 2022/06/25 18:51:08 - mmengine - INFO - Epoch(train) [28][2000/3757] lr: 9.455e-03 eta: 1 day, 17:51:56 time: 0.269 data_time: 0.003 memory: 5036 grad_norm: 4.8297 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0552 loss: 3.0552 2022/06/25 18:51:14 - mmengine - INFO - Epoch(train) [28][2020/3757] lr: 9.455e-03 eta: 1 day, 17:51:52 time: 0.258 data_time: 0.021 memory: 5036 grad_norm: 5.0091 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.3599 loss: 3.3599 2022/06/25 18:51:19 - mmengine - INFO - Epoch(train) [28][2040/3757] lr: 9.455e-03 eta: 1 day, 17:51:46 time: 0.267 data_time: 0.002 memory: 5036 grad_norm: 4.7421 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2562 loss: 3.2562 2022/06/25 18:51:24 - mmengine - INFO - Epoch(train) [28][2060/3757] lr: 9.455e-03 eta: 1 day, 17:51:41 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 5.5475 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9184 loss: 2.9184 2022/06/25 18:51:30 - mmengine - INFO - Epoch(train) [28][2080/3757] lr: 9.455e-03 eta: 1 day, 17:51:35 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 4.6179 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.2442 loss: 3.2442 2022/06/25 18:51:35 - mmengine - INFO - Epoch(train) [28][2100/3757] lr: 9.455e-03 eta: 1 day, 17:51:31 time: 0.263 data_time: 0.026 memory: 5036 grad_norm: 4.7222 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2373 loss: 3.2373 2022/06/25 18:51:40 - mmengine - INFO - Epoch(train) [28][2120/3757] lr: 9.455e-03 eta: 1 day, 17:51:25 time: 0.256 data_time: 0.002 memory: 5036 grad_norm: 5.0685 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.2259 loss: 3.2259 2022/06/25 18:51:46 - mmengine - INFO - Epoch(train) [28][2140/3757] lr: 9.455e-03 eta: 1 day, 17:51:22 time: 0.257 data_time: 0.002 memory: 5036 grad_norm: 5.2759 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.1671 loss: 3.1671 2022/06/25 18:51:51 - mmengine - INFO - Epoch(train) [28][2160/3757] lr: 9.455e-03 eta: 1 day, 17:51:17 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 5.5486 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0565 loss: 3.0565 2022/06/25 18:51:56 - mmengine - INFO - Epoch(train) [28][2180/3757] lr: 9.455e-03 eta: 1 day, 17:51:11 time: 0.265 data_time: 0.028 memory: 5036 grad_norm: 4.7662 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.3537 loss: 3.3537 2022/06/25 18:52:01 - mmengine - INFO - Epoch(train) [28][2200/3757] lr: 9.455e-03 eta: 1 day, 17:51:05 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 4.8261 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.3695 loss: 3.3695 2022/06/25 18:52:07 - mmengine - INFO - Epoch(train) [28][2220/3757] lr: 9.455e-03 eta: 1 day, 17:51:03 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 5.0428 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.4048 loss: 3.4048 2022/06/25 18:52:12 - mmengine - INFO - Epoch(train) [28][2240/3757] lr: 9.455e-03 eta: 1 day, 17:50:57 time: 0.244 data_time: 0.003 memory: 5036 grad_norm: 4.4480 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.3059 loss: 3.3059 2022/06/25 18:52:18 - mmengine - INFO - Epoch(train) [28][2260/3757] lr: 9.455e-03 eta: 1 day, 17:50:51 time: 0.258 data_time: 0.021 memory: 5036 grad_norm: 4.9358 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.0745 loss: 3.0745 2022/06/25 18:52:23 - mmengine - INFO - Epoch(train) [28][2280/3757] lr: 9.455e-03 eta: 1 day, 17:50:45 time: 0.288 data_time: 0.002 memory: 5036 grad_norm: 4.7981 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.9293 loss: 2.9293 2022/06/25 18:52:28 - mmengine - INFO - Epoch(train) [28][2300/3757] lr: 9.455e-03 eta: 1 day, 17:50:40 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 4.5820 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.6850 loss: 3.6850 2022/06/25 18:52:33 - mmengine - INFO - Epoch(train) [28][2320/3757] lr: 9.455e-03 eta: 1 day, 17:50:33 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 4.9388 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.2099 loss: 3.2099 2022/06/25 18:52:38 - mmengine - INFO - Epoch(train) [28][2340/3757] lr: 9.455e-03 eta: 1 day, 17:50:28 time: 0.267 data_time: 0.026 memory: 5036 grad_norm: 4.9756 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0084 loss: 3.0084 2022/06/25 18:52:43 - mmengine - INFO - Epoch(train) [28][2360/3757] lr: 9.455e-03 eta: 1 day, 17:50:23 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 4.8397 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8759 loss: 2.8759 2022/06/25 18:52:49 - mmengine - INFO - Epoch(train) [28][2380/3757] lr: 9.455e-03 eta: 1 day, 17:50:17 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 4.4267 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0962 loss: 3.0962 2022/06/25 18:52:54 - mmengine - INFO - Epoch(train) [28][2400/3757] lr: 9.455e-03 eta: 1 day, 17:50:10 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 5.8531 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 2.9362 loss: 2.9362 2022/06/25 18:52:59 - mmengine - INFO - Epoch(train) [28][2420/3757] lr: 9.455e-03 eta: 1 day, 17:50:04 time: 0.255 data_time: 0.012 memory: 5036 grad_norm: 5.6698 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.2122 loss: 3.2122 2022/06/25 18:53:05 - mmengine - INFO - Epoch(train) [28][2440/3757] lr: 9.455e-03 eta: 1 day, 17:50:02 time: 0.254 data_time: 0.008 memory: 5036 grad_norm: 4.6604 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.8506 loss: 2.8506 2022/06/25 18:53:10 - mmengine - INFO - Epoch(train) [28][2460/3757] lr: 9.455e-03 eta: 1 day, 17:49:56 time: 0.256 data_time: 0.002 memory: 5036 grad_norm: 5.3268 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.0355 loss: 3.0355 2022/06/25 18:53:15 - mmengine - INFO - Epoch(train) [28][2480/3757] lr: 9.455e-03 eta: 1 day, 17:49:49 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 4.9265 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.5830 loss: 3.5830 2022/06/25 18:53:20 - mmengine - INFO - Epoch(train) [28][2500/3757] lr: 9.455e-03 eta: 1 day, 17:49:44 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 5.0536 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.3335 loss: 3.3335 2022/06/25 18:53:25 - mmengine - INFO - Epoch(train) [28][2520/3757] lr: 9.455e-03 eta: 1 day, 17:49:39 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 4.5318 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.0831 loss: 3.0831 2022/06/25 18:53:31 - mmengine - INFO - Epoch(train) [28][2540/3757] lr: 9.455e-03 eta: 1 day, 17:49:34 time: 0.258 data_time: 0.002 memory: 5036 grad_norm: 5.3275 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.6076 loss: 3.6076 2022/06/25 18:53:36 - mmengine - INFO - Epoch(train) [28][2560/3757] lr: 9.455e-03 eta: 1 day, 17:49:27 time: 0.261 data_time: 0.002 memory: 5036 grad_norm: 5.0990 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 3.0384 loss: 3.0384 2022/06/25 18:53:36 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 18:53:41 - mmengine - INFO - Epoch(train) [28][2580/3757] lr: 9.455e-03 eta: 1 day, 17:49:22 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 4.9096 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4503 loss: 3.4503 2022/06/25 18:53:46 - mmengine - INFO - Epoch(train) [28][2600/3757] lr: 9.455e-03 eta: 1 day, 17:49:16 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 5.0358 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.2381 loss: 3.2381 2022/06/25 18:53:51 - mmengine - INFO - Epoch(train) [28][2620/3757] lr: 9.455e-03 eta: 1 day, 17:49:11 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 4.9294 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7688 loss: 2.7688 2022/06/25 18:53:57 - mmengine - INFO - Epoch(train) [28][2640/3757] lr: 9.455e-03 eta: 1 day, 17:49:06 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 4.7721 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.4587 loss: 2.4587 2022/06/25 18:54:02 - mmengine - INFO - Epoch(train) [28][2660/3757] lr: 9.455e-03 eta: 1 day, 17:49:00 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 5.3381 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2896 loss: 3.2896 2022/06/25 18:54:07 - mmengine - INFO - Epoch(train) [28][2680/3757] lr: 9.455e-03 eta: 1 day, 17:48:55 time: 0.250 data_time: 0.012 memory: 5036 grad_norm: 4.7526 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1251 loss: 3.1251 2022/06/25 18:54:12 - mmengine - INFO - Epoch(train) [28][2700/3757] lr: 9.455e-03 eta: 1 day, 17:48:50 time: 0.258 data_time: 0.002 memory: 5036 grad_norm: 4.8047 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2732 loss: 3.2732 2022/06/25 18:54:18 - mmengine - INFO - Epoch(train) [28][2720/3757] lr: 9.455e-03 eta: 1 day, 17:48:44 time: 0.244 data_time: 0.003 memory: 5036 grad_norm: 4.6246 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.9900 loss: 2.9900 2022/06/25 18:54:23 - mmengine - INFO - Epoch(train) [28][2740/3757] lr: 9.455e-03 eta: 1 day, 17:48:41 time: 0.773 data_time: 0.002 memory: 5036 grad_norm: 5.7055 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0546 loss: 3.0546 2022/06/25 18:54:29 - mmengine - INFO - Epoch(train) [28][2760/3757] lr: 9.455e-03 eta: 1 day, 17:48:35 time: 0.257 data_time: 0.013 memory: 5036 grad_norm: 4.8214 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0060 loss: 3.0060 2022/06/25 18:54:34 - mmengine - INFO - Epoch(train) [28][2780/3757] lr: 9.455e-03 eta: 1 day, 17:48:30 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 5.1626 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.4261 loss: 3.4261 2022/06/25 18:54:39 - mmengine - INFO - Epoch(train) [28][2800/3757] lr: 9.455e-03 eta: 1 day, 17:48:24 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 5.7975 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.2684 loss: 3.2684 2022/06/25 18:54:44 - mmengine - INFO - Epoch(train) [28][2820/3757] lr: 9.455e-03 eta: 1 day, 17:48:18 time: 0.260 data_time: 0.005 memory: 5036 grad_norm: 4.5823 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0924 loss: 3.0924 2022/06/25 18:54:49 - mmengine - INFO - Epoch(train) [28][2840/3757] lr: 9.455e-03 eta: 1 day, 17:48:12 time: 0.249 data_time: 0.009 memory: 5036 grad_norm: 4.9785 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.3467 loss: 3.3467 2022/06/25 18:54:54 - mmengine - INFO - Epoch(train) [28][2860/3757] lr: 9.455e-03 eta: 1 day, 17:48:06 time: 0.245 data_time: 0.003 memory: 5036 grad_norm: 5.0332 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.0404 loss: 3.0404 2022/06/25 18:54:59 - mmengine - INFO - Epoch(train) [28][2880/3757] lr: 9.455e-03 eta: 1 day, 17:48:00 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 5.2477 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0692 loss: 3.0692 2022/06/25 18:55:05 - mmengine - INFO - Epoch(train) [28][2900/3757] lr: 9.455e-03 eta: 1 day, 17:47:57 time: 0.261 data_time: 0.016 memory: 5036 grad_norm: 4.4030 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.4817 loss: 3.4817 2022/06/25 18:55:10 - mmengine - INFO - Epoch(train) [28][2920/3757] lr: 9.455e-03 eta: 1 day, 17:47:51 time: 0.263 data_time: 0.002 memory: 5036 grad_norm: 4.9282 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1062 loss: 3.1062 2022/06/25 18:55:16 - mmengine - INFO - Epoch(train) [28][2940/3757] lr: 9.455e-03 eta: 1 day, 17:47:46 time: 0.264 data_time: 0.002 memory: 5036 grad_norm: 4.9773 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.9248 loss: 2.9248 2022/06/25 18:55:21 - mmengine - INFO - Epoch(train) [28][2960/3757] lr: 9.455e-03 eta: 1 day, 17:47:40 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 5.4085 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.1668 loss: 3.1668 2022/06/25 18:55:26 - mmengine - INFO - Epoch(train) [28][2980/3757] lr: 9.455e-03 eta: 1 day, 17:47:35 time: 0.268 data_time: 0.011 memory: 5036 grad_norm: 5.1506 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.4972 loss: 3.4972 2022/06/25 18:55:31 - mmengine - INFO - Epoch(train) [28][3000/3757] lr: 9.455e-03 eta: 1 day, 17:47:29 time: 0.261 data_time: 0.002 memory: 5036 grad_norm: 5.0188 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6835 loss: 2.6835 2022/06/25 18:55:36 - mmengine - INFO - Epoch(train) [28][3020/3757] lr: 9.455e-03 eta: 1 day, 17:47:23 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 5.2650 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.1205 loss: 3.1205 2022/06/25 18:55:41 - mmengine - INFO - Epoch(train) [28][3040/3757] lr: 9.455e-03 eta: 1 day, 17:47:17 time: 0.244 data_time: 0.003 memory: 5036 grad_norm: 4.8627 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.4619 loss: 3.4619 2022/06/25 18:55:47 - mmengine - INFO - Epoch(train) [28][3060/3757] lr: 9.455e-03 eta: 1 day, 17:47:12 time: 0.258 data_time: 0.017 memory: 5036 grad_norm: 4.4250 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 3.1015 loss: 3.1015 2022/06/25 18:55:52 - mmengine - INFO - Epoch(train) [28][3080/3757] lr: 9.455e-03 eta: 1 day, 17:47:06 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 5.0793 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7668 loss: 2.7668 2022/06/25 18:55:57 - mmengine - INFO - Epoch(train) [28][3100/3757] lr: 9.455e-03 eta: 1 day, 17:47:00 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 5.0809 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2583 loss: 3.2583 2022/06/25 18:56:02 - mmengine - INFO - Epoch(train) [28][3120/3757] lr: 9.455e-03 eta: 1 day, 17:46:54 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 5.2235 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.2060 loss: 3.2060 2022/06/25 18:56:08 - mmengine - INFO - Epoch(train) [28][3140/3757] lr: 9.455e-03 eta: 1 day, 17:46:52 time: 0.260 data_time: 0.023 memory: 5036 grad_norm: 5.0949 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9322 loss: 2.9322 2022/06/25 18:56:13 - mmengine - INFO - Epoch(train) [28][3160/3757] lr: 9.455e-03 eta: 1 day, 17:46:45 time: 0.272 data_time: 0.002 memory: 5036 grad_norm: 5.2695 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.4577 loss: 3.4577 2022/06/25 18:56:18 - mmengine - INFO - Epoch(train) [28][3180/3757] lr: 9.455e-03 eta: 1 day, 17:46:40 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 6.0046 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.4398 loss: 3.4398 2022/06/25 18:56:24 - mmengine - INFO - Epoch(train) [28][3200/3757] lr: 9.455e-03 eta: 1 day, 17:46:35 time: 0.244 data_time: 0.003 memory: 5036 grad_norm: 4.6645 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.3526 loss: 3.3526 2022/06/25 18:56:29 - mmengine - INFO - Epoch(train) [28][3220/3757] lr: 9.455e-03 eta: 1 day, 17:46:29 time: 0.261 data_time: 0.012 memory: 5036 grad_norm: 4.6422 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 3.2811 loss: 3.2811 2022/06/25 18:56:34 - mmengine - INFO - Epoch(train) [28][3240/3757] lr: 9.455e-03 eta: 1 day, 17:46:25 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 4.2924 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1589 loss: 3.1589 2022/06/25 18:56:39 - mmengine - INFO - Epoch(train) [28][3260/3757] lr: 9.455e-03 eta: 1 day, 17:46:19 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 4.4966 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0702 loss: 3.0702 2022/06/25 18:56:45 - mmengine - INFO - Epoch(train) [28][3280/3757] lr: 9.455e-03 eta: 1 day, 17:46:13 time: 0.244 data_time: 0.003 memory: 5036 grad_norm: 4.6751 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.7825 loss: 2.7825 2022/06/25 18:56:50 - mmengine - INFO - Epoch(train) [28][3300/3757] lr: 9.455e-03 eta: 1 day, 17:46:08 time: 0.252 data_time: 0.011 memory: 5036 grad_norm: 4.4762 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2316 loss: 3.2316 2022/06/25 18:56:55 - mmengine - INFO - Epoch(train) [28][3320/3757] lr: 9.455e-03 eta: 1 day, 17:46:02 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 4.3577 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.3099 loss: 3.3099 2022/06/25 18:57:00 - mmengine - INFO - Epoch(train) [28][3340/3757] lr: 9.455e-03 eta: 1 day, 17:45:56 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 4.1871 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.3126 loss: 3.3126 2022/06/25 18:57:05 - mmengine - INFO - Epoch(train) [28][3360/3757] lr: 9.455e-03 eta: 1 day, 17:45:50 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 4.7729 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0414 loss: 3.0414 2022/06/25 18:57:10 - mmengine - INFO - Epoch(train) [28][3380/3757] lr: 9.455e-03 eta: 1 day, 17:45:45 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 4.0537 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.2259 loss: 3.2259 2022/06/25 18:57:16 - mmengine - INFO - Epoch(train) [28][3400/3757] lr: 9.455e-03 eta: 1 day, 17:45:39 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 4.9367 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0826 loss: 3.0826 2022/06/25 18:57:21 - mmengine - INFO - Epoch(train) [28][3420/3757] lr: 9.455e-03 eta: 1 day, 17:45:34 time: 0.256 data_time: 0.002 memory: 5036 grad_norm: 5.1381 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.4581 loss: 3.4581 2022/06/25 18:57:26 - mmengine - INFO - Epoch(train) [28][3440/3757] lr: 9.455e-03 eta: 1 day, 17:45:28 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 4.5119 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.4068 loss: 3.4068 2022/06/25 18:57:31 - mmengine - INFO - Epoch(train) [28][3460/3757] lr: 9.455e-03 eta: 1 day, 17:45:22 time: 0.261 data_time: 0.002 memory: 5036 grad_norm: 5.1441 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0146 loss: 3.0146 2022/06/25 18:57:37 - mmengine - INFO - Epoch(train) [28][3480/3757] lr: 9.455e-03 eta: 1 day, 17:45:19 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 4.3013 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.2042 loss: 3.2042 2022/06/25 18:57:42 - mmengine - INFO - Epoch(train) [28][3500/3757] lr: 9.455e-03 eta: 1 day, 17:45:13 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 5.3000 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0600 loss: 3.0600 2022/06/25 18:57:47 - mmengine - INFO - Epoch(train) [28][3520/3757] lr: 9.455e-03 eta: 1 day, 17:45:08 time: 0.245 data_time: 0.003 memory: 5036 grad_norm: 4.8767 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9272 loss: 2.9272 2022/06/25 18:57:53 - mmengine - INFO - Epoch(train) [28][3540/3757] lr: 9.455e-03 eta: 1 day, 17:45:02 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 4.9852 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.9861 loss: 2.9861 2022/06/25 18:57:58 - mmengine - INFO - Epoch(train) [28][3560/3757] lr: 9.455e-03 eta: 1 day, 17:44:56 time: 0.268 data_time: 0.002 memory: 5036 grad_norm: 4.8622 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2420 loss: 3.2420 2022/06/25 18:57:58 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 18:58:03 - mmengine - INFO - Epoch(train) [28][3580/3757] lr: 9.455e-03 eta: 1 day, 17:44:51 time: 0.335 data_time: 0.029 memory: 5036 grad_norm: 5.3136 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1874 loss: 3.1874 2022/06/25 18:58:08 - mmengine - INFO - Epoch(train) [28][3600/3757] lr: 9.455e-03 eta: 1 day, 17:44:45 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 5.2004 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0179 loss: 3.0179 2022/06/25 18:58:13 - mmengine - INFO - Epoch(train) [28][3620/3757] lr: 9.455e-03 eta: 1 day, 17:44:39 time: 0.260 data_time: 0.002 memory: 5036 grad_norm: 5.1086 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1841 loss: 3.1841 2022/06/25 18:58:18 - mmengine - INFO - Epoch(train) [28][3640/3757] lr: 9.455e-03 eta: 1 day, 17:44:33 time: 0.250 data_time: 0.005 memory: 5036 grad_norm: 5.0657 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.5978 loss: 3.5978 2022/06/25 18:58:24 - mmengine - INFO - Epoch(train) [28][3660/3757] lr: 9.455e-03 eta: 1 day, 17:44:28 time: 0.268 data_time: 0.025 memory: 5036 grad_norm: 5.0843 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9119 loss: 2.9119 2022/06/25 18:58:29 - mmengine - INFO - Epoch(train) [28][3680/3757] lr: 9.455e-03 eta: 1 day, 17:44:22 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 4.6216 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.2125 loss: 3.2125 2022/06/25 18:58:34 - mmengine - INFO - Epoch(train) [28][3700/3757] lr: 9.455e-03 eta: 1 day, 17:44:17 time: 0.256 data_time: 0.002 memory: 5036 grad_norm: 4.4370 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.9232 loss: 2.9232 2022/06/25 18:58:39 - mmengine - INFO - Epoch(train) [28][3720/3757] lr: 9.455e-03 eta: 1 day, 17:44:11 time: 0.245 data_time: 0.005 memory: 5036 grad_norm: 4.4948 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8894 loss: 2.8894 2022/06/25 18:58:45 - mmengine - INFO - Epoch(train) [28][3740/3757] lr: 9.455e-03 eta: 1 day, 17:44:07 time: 0.241 data_time: 0.010 memory: 5036 grad_norm: 4.7962 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.2281 loss: 3.2281 2022/06/25 18:58:49 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 18:58:49 - mmengine - INFO - Saving checkpoint at 28 epochs 2022/06/25 18:59:02 - mmengine - INFO - Epoch(val) [28][20/310] eta: 0:01:46 time: 0.104 data_time: 0.002 memory: 5036 2022/06/25 18:59:06 - mmengine - INFO - Epoch(val) [28][40/310] eta: 0:01:30 time: 0.103 data_time: 0.002 memory: 1723 2022/06/25 18:59:11 - mmengine - INFO - Epoch(val) [28][60/310] eta: 0:00:26 time: 0.108 data_time: 0.001 memory: 1723 2022/06/25 18:59:15 - mmengine - INFO - Epoch(val) [28][80/310] eta: 0:00:24 time: 0.103 data_time: 0.002 memory: 1723 2022/06/25 18:59:22 - mmengine - INFO - Epoch(val) [28][100/310] eta: 0:01:16 time: 0.109 data_time: 0.001 memory: 1723 2022/06/25 18:59:27 - mmengine - INFO - Epoch(val) [28][120/310] eta: 0:01:09 time: 0.327 data_time: 0.225 memory: 1723 2022/06/25 18:59:32 - mmengine - INFO - Epoch(val) [28][140/310] eta: 0:00:22 time: 0.103 data_time: 0.001 memory: 1723 2022/06/25 18:59:37 - mmengine - INFO - Epoch(val) [28][160/310] eta: 0:00:25 time: 0.103 data_time: 0.001 memory: 1723 2022/06/25 18:59:43 - mmengine - INFO - Epoch(val) [28][180/310] eta: 0:00:39 time: 0.234 data_time: 0.014 memory: 1723 2022/06/25 18:59:49 - mmengine - INFO - Epoch(val) [28][200/310] eta: 0:00:38 time: 0.976 data_time: 0.869 memory: 1723 2022/06/25 18:59:53 - mmengine - INFO - Epoch(val) [28][220/310] eta: 0:00:15 time: 0.103 data_time: 0.001 memory: 1723 2022/06/25 18:59:57 - mmengine - INFO - Epoch(val) [28][240/310] eta: 0:00:15 time: 0.109 data_time: 0.001 memory: 1723 2022/06/25 19:00:04 - mmengine - INFO - Epoch(val) [28][260/310] eta: 0:00:14 time: 0.106 data_time: 0.001 memory: 1723 2022/06/25 19:00:08 - mmengine - INFO - Epoch(val) [28][280/310] eta: 0:00:08 time: 0.178 data_time: 0.068 memory: 1723 2022/06/25 19:00:11 - mmengine - INFO - Epoch(val) [28][300/310] eta: 0:00:01 time: 0.108 data_time: 0.001 memory: 1723 2022/06/25 19:00:13 - mmengine - INFO - Epoch(val) [28][310/310] acc/top1: 0.3789 acc/top5: 0.6467 acc/mean1: 0.3787 2022/06/25 19:00:23 - mmengine - INFO - Epoch(train) [29][20/3757] lr: 9.415e-03 eta: 1 day, 17:44:11 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 4.9062 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1282 loss: 3.1282 2022/06/25 19:00:28 - mmengine - INFO - Epoch(train) [29][40/3757] lr: 9.415e-03 eta: 1 day, 17:44:06 time: 0.244 data_time: 0.003 memory: 5036 grad_norm: 5.1235 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9180 loss: 2.9180 2022/06/25 19:00:33 - mmengine - INFO - Epoch(train) [29][60/3757] lr: 9.415e-03 eta: 1 day, 17:44:01 time: 0.303 data_time: 0.006 memory: 5036 grad_norm: 5.0727 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.5414 loss: 3.5414 2022/06/25 19:00:39 - mmengine - INFO - Epoch(train) [29][80/3757] lr: 9.415e-03 eta: 1 day, 17:43:57 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 4.9384 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.5737 loss: 3.5737 2022/06/25 19:00:44 - mmengine - INFO - Epoch(train) [29][100/3757] lr: 9.415e-03 eta: 1 day, 17:43:53 time: 0.268 data_time: 0.005 memory: 5036 grad_norm: 4.9578 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.3824 loss: 3.3824 2022/06/25 19:00:49 - mmengine - INFO - Epoch(train) [29][120/3757] lr: 9.415e-03 eta: 1 day, 17:43:47 time: 0.248 data_time: 0.012 memory: 5036 grad_norm: 5.4721 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6518 loss: 2.6518 2022/06/25 19:00:55 - mmengine - INFO - Epoch(train) [29][140/3757] lr: 9.415e-03 eta: 1 day, 17:43:43 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 4.8689 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.6151 loss: 3.6151 2022/06/25 19:01:00 - mmengine - INFO - Epoch(train) [29][160/3757] lr: 9.415e-03 eta: 1 day, 17:43:37 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 4.9053 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9736 loss: 2.9736 2022/06/25 19:01:05 - mmengine - INFO - Epoch(train) [29][180/3757] lr: 9.415e-03 eta: 1 day, 17:43:32 time: 0.256 data_time: 0.002 memory: 5036 grad_norm: 4.5854 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.5885 loss: 3.5885 2022/06/25 19:01:11 - mmengine - INFO - Epoch(train) [29][200/3757] lr: 9.415e-03 eta: 1 day, 17:43:26 time: 0.246 data_time: 0.010 memory: 5036 grad_norm: 5.0047 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.3480 loss: 3.3480 2022/06/25 19:01:16 - mmengine - INFO - Epoch(train) [29][220/3757] lr: 9.415e-03 eta: 1 day, 17:43:22 time: 0.258 data_time: 0.002 memory: 5036 grad_norm: 4.7722 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6194 loss: 2.6194 2022/06/25 19:01:21 - mmengine - INFO - Epoch(train) [29][240/3757] lr: 9.415e-03 eta: 1 day, 17:43:16 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 5.4106 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0432 loss: 3.0432 2022/06/25 19:01:27 - mmengine - INFO - Epoch(train) [29][260/3757] lr: 9.415e-03 eta: 1 day, 17:43:12 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 5.4213 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.1726 loss: 3.1726 2022/06/25 19:01:32 - mmengine - INFO - Epoch(train) [29][280/3757] lr: 9.415e-03 eta: 1 day, 17:43:05 time: 0.257 data_time: 0.002 memory: 5036 grad_norm: 4.6588 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 3.5248 loss: 3.5248 2022/06/25 19:01:37 - mmengine - INFO - Epoch(train) [29][300/3757] lr: 9.415e-03 eta: 1 day, 17:43:01 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 4.8751 top1_acc: 0.1250 top5_acc: 0.8750 loss_cls: 3.3222 loss: 3.3222 2022/06/25 19:01:42 - mmengine - INFO - Epoch(train) [29][320/3757] lr: 9.415e-03 eta: 1 day, 17:42:55 time: 0.263 data_time: 0.002 memory: 5036 grad_norm: 5.3863 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.8279 loss: 2.8279 2022/06/25 19:01:48 - mmengine - INFO - Epoch(train) [29][340/3757] lr: 9.415e-03 eta: 1 day, 17:42:51 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 4.7707 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.9290 loss: 2.9290 2022/06/25 19:01:53 - mmengine - INFO - Epoch(train) [29][360/3757] lr: 9.415e-03 eta: 1 day, 17:42:44 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 5.5176 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.2806 loss: 3.2806 2022/06/25 19:01:58 - mmengine - INFO - Epoch(train) [29][380/3757] lr: 9.415e-03 eta: 1 day, 17:42:41 time: 0.243 data_time: 0.002 memory: 5036 grad_norm: 4.3634 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.5964 loss: 3.5964 2022/06/25 19:02:04 - mmengine - INFO - Epoch(train) [29][400/3757] lr: 9.415e-03 eta: 1 day, 17:42:36 time: 0.264 data_time: 0.017 memory: 5036 grad_norm: 5.0887 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2177 loss: 3.2177 2022/06/25 19:02:09 - mmengine - INFO - Epoch(train) [29][420/3757] lr: 9.415e-03 eta: 1 day, 17:42:30 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 5.1415 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.5334 loss: 3.5334 2022/06/25 19:02:14 - mmengine - INFO - Epoch(train) [29][440/3757] lr: 9.415e-03 eta: 1 day, 17:42:23 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 4.5344 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.5374 loss: 3.5374 2022/06/25 19:02:19 - mmengine - INFO - Epoch(train) [29][460/3757] lr: 9.415e-03 eta: 1 day, 17:42:17 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 4.0581 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.3146 loss: 3.3146 2022/06/25 19:02:24 - mmengine - INFO - Epoch(train) [29][480/3757] lr: 9.415e-03 eta: 1 day, 17:42:11 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 4.7687 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0794 loss: 3.0794 2022/06/25 19:02:29 - mmengine - INFO - Epoch(train) [29][500/3757] lr: 9.415e-03 eta: 1 day, 17:42:05 time: 0.252 data_time: 0.005 memory: 5036 grad_norm: 5.3899 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2761 loss: 3.2761 2022/06/25 19:02:34 - mmengine - INFO - Epoch(train) [29][520/3757] lr: 9.415e-03 eta: 1 day, 17:41:59 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 5.0303 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.5283 loss: 3.5283 2022/06/25 19:02:40 - mmengine - INFO - Epoch(train) [29][540/3757] lr: 9.415e-03 eta: 1 day, 17:41:53 time: 0.245 data_time: 0.005 memory: 5036 grad_norm: 5.3889 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.2168 loss: 3.2168 2022/06/25 19:02:45 - mmengine - INFO - Epoch(train) [29][560/3757] lr: 9.415e-03 eta: 1 day, 17:41:47 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 4.9442 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6244 loss: 2.6244 2022/06/25 19:02:50 - mmengine - INFO - Epoch(train) [29][580/3757] lr: 9.415e-03 eta: 1 day, 17:41:42 time: 0.262 data_time: 0.002 memory: 5036 grad_norm: 4.9675 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.2176 loss: 3.2176 2022/06/25 19:02:56 - mmengine - INFO - Epoch(train) [29][600/3757] lr: 9.415e-03 eta: 1 day, 17:41:38 time: 0.254 data_time: 0.008 memory: 5036 grad_norm: 4.8872 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.6033 loss: 3.6033 2022/06/25 19:03:01 - mmengine - INFO - Epoch(train) [29][620/3757] lr: 9.415e-03 eta: 1 day, 17:41:33 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 5.1146 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.4422 loss: 3.4422 2022/06/25 19:03:06 - mmengine - INFO - Epoch(train) [29][640/3757] lr: 9.415e-03 eta: 1 day, 17:41:26 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 5.2479 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.2607 loss: 3.2607 2022/06/25 19:03:11 - mmengine - INFO - Epoch(train) [29][660/3757] lr: 9.415e-03 eta: 1 day, 17:41:21 time: 0.271 data_time: 0.003 memory: 5036 grad_norm: 4.4496 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 2.9032 loss: 2.9032 2022/06/25 19:03:16 - mmengine - INFO - Epoch(train) [29][680/3757] lr: 9.415e-03 eta: 1 day, 17:41:15 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 5.1144 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.2188 loss: 3.2188 2022/06/25 19:03:21 - mmengine - INFO - Epoch(train) [29][700/3757] lr: 9.415e-03 eta: 1 day, 17:41:09 time: 0.245 data_time: 0.003 memory: 5036 grad_norm: 4.7022 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.3509 loss: 3.3509 2022/06/25 19:03:27 - mmengine - INFO - Epoch(train) [29][720/3757] lr: 9.415e-03 eta: 1 day, 17:41:04 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 5.3658 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.4468 loss: 3.4468 2022/06/25 19:03:32 - mmengine - INFO - Epoch(train) [29][740/3757] lr: 9.415e-03 eta: 1 day, 17:40:58 time: 0.268 data_time: 0.002 memory: 5036 grad_norm: 4.2476 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.2559 loss: 3.2559 2022/06/25 19:03:37 - mmengine - INFO - Epoch(train) [29][760/3757] lr: 9.415e-03 eta: 1 day, 17:40:55 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 4.4128 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.3356 loss: 3.3356 2022/06/25 19:03:43 - mmengine - INFO - Epoch(train) [29][780/3757] lr: 9.415e-03 eta: 1 day, 17:40:49 time: 0.249 data_time: 0.005 memory: 5036 grad_norm: 5.1511 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.8989 loss: 2.8989 2022/06/25 19:03:48 - mmengine - INFO - Epoch(train) [29][800/3757] lr: 9.415e-03 eta: 1 day, 17:40:43 time: 0.241 data_time: 0.003 memory: 5036 grad_norm: 4.3990 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7604 loss: 2.7604 2022/06/25 19:03:49 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 19:03:53 - mmengine - INFO - Epoch(train) [29][820/3757] lr: 9.415e-03 eta: 1 day, 17:40:38 time: 0.258 data_time: 0.002 memory: 5036 grad_norm: 5.3926 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4294 loss: 3.4294 2022/06/25 19:03:58 - mmengine - INFO - Epoch(train) [29][840/3757] lr: 9.415e-03 eta: 1 day, 17:40:34 time: 0.260 data_time: 0.010 memory: 5036 grad_norm: 5.7324 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.0958 loss: 3.0958 2022/06/25 19:04:04 - mmengine - INFO - Epoch(train) [29][860/3757] lr: 9.415e-03 eta: 1 day, 17:40:28 time: 0.281 data_time: 0.008 memory: 5036 grad_norm: 4.7497 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.5811 loss: 3.5811 2022/06/25 19:04:09 - mmengine - INFO - Epoch(train) [29][880/3757] lr: 9.415e-03 eta: 1 day, 17:40:22 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 5.2398 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1604 loss: 3.1604 2022/06/25 19:04:14 - mmengine - INFO - Epoch(train) [29][900/3757] lr: 9.415e-03 eta: 1 day, 17:40:18 time: 0.256 data_time: 0.002 memory: 5036 grad_norm: 4.9514 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.0832 loss: 3.0832 2022/06/25 19:04:20 - mmengine - INFO - Epoch(train) [29][920/3757] lr: 9.415e-03 eta: 1 day, 17:40:13 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 5.0528 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.8261 loss: 2.8261 2022/06/25 19:04:25 - mmengine - INFO - Epoch(train) [29][940/3757] lr: 9.415e-03 eta: 1 day, 17:40:08 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 5.0148 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.0597 loss: 3.0597 2022/06/25 19:04:30 - mmengine - INFO - Epoch(train) [29][960/3757] lr: 9.415e-03 eta: 1 day, 17:40:02 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 5.0190 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.2330 loss: 3.2330 2022/06/25 19:04:35 - mmengine - INFO - Epoch(train) [29][980/3757] lr: 9.415e-03 eta: 1 day, 17:39:57 time: 0.258 data_time: 0.002 memory: 5036 grad_norm: 5.0988 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1901 loss: 3.1901 2022/06/25 19:04:40 - mmengine - INFO - Epoch(train) [29][1000/3757] lr: 9.415e-03 eta: 1 day, 17:39:51 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 5.5219 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.5431 loss: 3.5431 2022/06/25 19:04:46 - mmengine - INFO - Epoch(train) [29][1020/3757] lr: 9.415e-03 eta: 1 day, 17:39:45 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 4.6153 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.9181 loss: 2.9181 2022/06/25 19:04:51 - mmengine - INFO - Epoch(train) [29][1040/3757] lr: 9.415e-03 eta: 1 day, 17:39:39 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 4.8905 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1018 loss: 3.1018 2022/06/25 19:04:56 - mmengine - INFO - Epoch(train) [29][1060/3757] lr: 9.415e-03 eta: 1 day, 17:39:34 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 5.6998 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.3300 loss: 3.3300 2022/06/25 19:05:01 - mmengine - INFO - Epoch(train) [29][1080/3757] lr: 9.415e-03 eta: 1 day, 17:39:28 time: 0.264 data_time: 0.008 memory: 5036 grad_norm: 4.7827 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.4696 loss: 3.4696 2022/06/25 19:05:06 - mmengine - INFO - Epoch(train) [29][1100/3757] lr: 9.415e-03 eta: 1 day, 17:39:22 time: 0.246 data_time: 0.007 memory: 5036 grad_norm: 5.3600 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.2299 loss: 3.2299 2022/06/25 19:05:12 - mmengine - INFO - Epoch(train) [29][1120/3757] lr: 9.415e-03 eta: 1 day, 17:39:16 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 5.2176 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0496 loss: 3.0496 2022/06/25 19:05:17 - mmengine - INFO - Epoch(train) [29][1140/3757] lr: 9.415e-03 eta: 1 day, 17:39:13 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 4.7698 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.5066 loss: 3.5066 2022/06/25 19:05:22 - mmengine - INFO - Epoch(train) [29][1160/3757] lr: 9.415e-03 eta: 1 day, 17:39:07 time: 0.260 data_time: 0.002 memory: 5036 grad_norm: 5.2305 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.9669 loss: 3.9669 2022/06/25 19:05:28 - mmengine - INFO - Epoch(train) [29][1180/3757] lr: 9.415e-03 eta: 1 day, 17:39:02 time: 0.255 data_time: 0.008 memory: 5036 grad_norm: 4.3929 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1668 loss: 3.1668 2022/06/25 19:05:33 - mmengine - INFO - Epoch(train) [29][1200/3757] lr: 9.415e-03 eta: 1 day, 17:38:56 time: 0.243 data_time: 0.005 memory: 5036 grad_norm: 5.1036 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9673 loss: 2.9673 2022/06/25 19:05:38 - mmengine - INFO - Epoch(train) [29][1220/3757] lr: 9.415e-03 eta: 1 day, 17:38:51 time: 0.260 data_time: 0.002 memory: 5036 grad_norm: 5.1938 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.3704 loss: 3.3704 2022/06/25 19:05:43 - mmengine - INFO - Epoch(train) [29][1240/3757] lr: 9.415e-03 eta: 1 day, 17:38:45 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 4.5887 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4972 loss: 2.4972 2022/06/25 19:05:49 - mmengine - INFO - Epoch(train) [29][1260/3757] lr: 9.415e-03 eta: 1 day, 17:38:40 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 4.9355 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0209 loss: 3.0209 2022/06/25 19:05:54 - mmengine - INFO - Epoch(train) [29][1280/3757] lr: 9.415e-03 eta: 1 day, 17:38:34 time: 0.268 data_time: 0.002 memory: 5036 grad_norm: 4.9330 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.2153 loss: 3.2153 2022/06/25 19:05:59 - mmengine - INFO - Epoch(train) [29][1300/3757] lr: 9.415e-03 eta: 1 day, 17:38:28 time: 0.264 data_time: 0.006 memory: 5036 grad_norm: 5.0323 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.3277 loss: 3.3277 2022/06/25 19:06:04 - mmengine - INFO - Epoch(train) [29][1320/3757] lr: 9.415e-03 eta: 1 day, 17:38:23 time: 0.265 data_time: 0.002 memory: 5036 grad_norm: 4.5232 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9425 loss: 2.9425 2022/06/25 19:06:09 - mmengine - INFO - Epoch(train) [29][1340/3757] lr: 9.415e-03 eta: 1 day, 17:38:17 time: 0.256 data_time: 0.002 memory: 5036 grad_norm: 5.0756 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8246 loss: 2.8246 2022/06/25 19:06:14 - mmengine - INFO - Epoch(train) [29][1360/3757] lr: 9.415e-03 eta: 1 day, 17:38:12 time: 0.260 data_time: 0.013 memory: 5036 grad_norm: 5.0207 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.3642 loss: 3.3642 2022/06/25 19:06:20 - mmengine - INFO - Epoch(train) [29][1380/3757] lr: 9.415e-03 eta: 1 day, 17:38:06 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 5.3755 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.4057 loss: 3.4057 2022/06/25 19:06:25 - mmengine - INFO - Epoch(train) [29][1400/3757] lr: 9.415e-03 eta: 1 day, 17:38:00 time: 0.258 data_time: 0.002 memory: 5036 grad_norm: 5.5121 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.9252 loss: 2.9252 2022/06/25 19:06:30 - mmengine - INFO - Epoch(train) [29][1420/3757] lr: 9.415e-03 eta: 1 day, 17:37:54 time: 0.272 data_time: 0.002 memory: 5036 grad_norm: 5.3859 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.5772 loss: 3.5772 2022/06/25 19:06:35 - mmengine - INFO - Epoch(train) [29][1440/3757] lr: 9.415e-03 eta: 1 day, 17:37:48 time: 0.261 data_time: 0.011 memory: 5036 grad_norm: 5.0452 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.7015 loss: 3.7015 2022/06/25 19:06:40 - mmengine - INFO - Epoch(train) [29][1460/3757] lr: 9.415e-03 eta: 1 day, 17:37:43 time: 0.264 data_time: 0.002 memory: 5036 grad_norm: 5.2338 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9576 loss: 2.9576 2022/06/25 19:06:46 - mmengine - INFO - Epoch(train) [29][1480/3757] lr: 9.415e-03 eta: 1 day, 17:37:38 time: 0.253 data_time: 0.005 memory: 5036 grad_norm: 4.9475 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2734 loss: 3.2734 2022/06/25 19:06:51 - mmengine - INFO - Epoch(train) [29][1500/3757] lr: 9.415e-03 eta: 1 day, 17:37:32 time: 0.273 data_time: 0.002 memory: 5036 grad_norm: 4.6911 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.3894 loss: 3.3894 2022/06/25 19:06:56 - mmengine - INFO - Epoch(train) [29][1520/3757] lr: 9.415e-03 eta: 1 day, 17:37:27 time: 0.269 data_time: 0.003 memory: 5036 grad_norm: 4.6429 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0433 loss: 3.0433 2022/06/25 19:07:01 - mmengine - INFO - Epoch(train) [29][1540/3757] lr: 9.415e-03 eta: 1 day, 17:37:21 time: 0.267 data_time: 0.008 memory: 5036 grad_norm: 5.0558 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1975 loss: 3.1975 2022/06/25 19:07:07 - mmengine - INFO - Epoch(train) [29][1560/3757] lr: 9.415e-03 eta: 1 day, 17:37:17 time: 0.261 data_time: 0.024 memory: 5036 grad_norm: 5.4075 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.7738 loss: 2.7738 2022/06/25 19:07:12 - mmengine - INFO - Epoch(train) [29][1580/3757] lr: 9.415e-03 eta: 1 day, 17:37:12 time: 0.285 data_time: 0.002 memory: 5036 grad_norm: 4.5601 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0151 loss: 3.0151 2022/06/25 19:07:18 - mmengine - INFO - Epoch(train) [29][1600/3757] lr: 9.415e-03 eta: 1 day, 17:37:08 time: 0.266 data_time: 0.002 memory: 5036 grad_norm: 4.3232 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.6334 loss: 2.6334 2022/06/25 19:07:23 - mmengine - INFO - Epoch(train) [29][1620/3757] lr: 9.415e-03 eta: 1 day, 17:37:03 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 4.6331 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2709 loss: 3.2709 2022/06/25 19:07:28 - mmengine - INFO - Epoch(train) [29][1640/3757] lr: 9.415e-03 eta: 1 day, 17:36:57 time: 0.269 data_time: 0.025 memory: 5036 grad_norm: 5.0593 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7717 loss: 2.7717 2022/06/25 19:07:33 - mmengine - INFO - Epoch(train) [29][1660/3757] lr: 9.415e-03 eta: 1 day, 17:36:52 time: 0.281 data_time: 0.002 memory: 5036 grad_norm: 5.2175 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1611 loss: 3.1611 2022/06/25 19:07:38 - mmengine - INFO - Epoch(train) [29][1680/3757] lr: 9.415e-03 eta: 1 day, 17:36:46 time: 0.259 data_time: 0.002 memory: 5036 grad_norm: 5.3245 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 3.3597 loss: 3.3597 2022/06/25 19:07:44 - mmengine - INFO - Epoch(train) [29][1700/3757] lr: 9.415e-03 eta: 1 day, 17:36:40 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 5.8004 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0358 loss: 3.0358 2022/06/25 19:07:49 - mmengine - INFO - Epoch(train) [29][1720/3757] lr: 9.415e-03 eta: 1 day, 17:36:34 time: 0.258 data_time: 0.015 memory: 5036 grad_norm: 5.0073 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2485 loss: 3.2485 2022/06/25 19:07:54 - mmengine - INFO - Epoch(train) [29][1740/3757] lr: 9.415e-03 eta: 1 day, 17:36:29 time: 0.298 data_time: 0.012 memory: 5036 grad_norm: 4.9187 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.0395 loss: 3.0395 2022/06/25 19:07:59 - mmengine - INFO - Epoch(train) [29][1760/3757] lr: 9.415e-03 eta: 1 day, 17:36:23 time: 0.259 data_time: 0.002 memory: 5036 grad_norm: 4.7310 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9810 loss: 2.9810 2022/06/25 19:08:04 - mmengine - INFO - Epoch(train) [29][1780/3757] lr: 9.415e-03 eta: 1 day, 17:36:17 time: 0.259 data_time: 0.017 memory: 5036 grad_norm: 5.1093 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.1666 loss: 3.1666 2022/06/25 19:08:10 - mmengine - INFO - Epoch(train) [29][1800/3757] lr: 9.415e-03 eta: 1 day, 17:36:12 time: 0.260 data_time: 0.019 memory: 5036 grad_norm: 4.9940 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2485 loss: 3.2485 2022/06/25 19:08:11 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 19:08:15 - mmengine - INFO - Epoch(train) [29][1820/3757] lr: 9.415e-03 eta: 1 day, 17:36:09 time: 0.507 data_time: 0.003 memory: 5036 grad_norm: 5.2887 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.2366 loss: 3.2366 2022/06/25 19:08:21 - mmengine - INFO - Epoch(train) [29][1840/3757] lr: 9.415e-03 eta: 1 day, 17:36:04 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 5.0895 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7114 loss: 2.7114 2022/06/25 19:08:26 - mmengine - INFO - Epoch(train) [29][1860/3757] lr: 9.415e-03 eta: 1 day, 17:35:58 time: 0.256 data_time: 0.014 memory: 5036 grad_norm: 4.8490 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.3214 loss: 3.3214 2022/06/25 19:08:31 - mmengine - INFO - Epoch(train) [29][1880/3757] lr: 9.415e-03 eta: 1 day, 17:35:53 time: 0.256 data_time: 0.017 memory: 5036 grad_norm: 4.9477 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2786 loss: 3.2786 2022/06/25 19:08:36 - mmengine - INFO - Epoch(train) [29][1900/3757] lr: 9.415e-03 eta: 1 day, 17:35:48 time: 0.287 data_time: 0.008 memory: 5036 grad_norm: 5.6410 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8860 loss: 2.8860 2022/06/25 19:08:42 - mmengine - INFO - Epoch(train) [29][1920/3757] lr: 9.415e-03 eta: 1 day, 17:35:42 time: 0.247 data_time: 0.008 memory: 5036 grad_norm: 4.5430 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.8981 loss: 2.8981 2022/06/25 19:08:47 - mmengine - INFO - Epoch(train) [29][1940/3757] lr: 9.415e-03 eta: 1 day, 17:35:37 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 5.2214 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.4730 loss: 3.4730 2022/06/25 19:08:52 - mmengine - INFO - Epoch(train) [29][1960/3757] lr: 9.415e-03 eta: 1 day, 17:35:32 time: 0.249 data_time: 0.011 memory: 5036 grad_norm: 5.6342 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.3411 loss: 3.3411 2022/06/25 19:08:58 - mmengine - INFO - Epoch(train) [29][1980/3757] lr: 9.415e-03 eta: 1 day, 17:35:27 time: 0.396 data_time: 0.005 memory: 5036 grad_norm: 4.9934 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1309 loss: 3.1309 2022/06/25 19:09:03 - mmengine - INFO - Epoch(train) [29][2000/3757] lr: 9.415e-03 eta: 1 day, 17:35:21 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 5.0908 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.3392 loss: 3.3392 2022/06/25 19:09:08 - mmengine - INFO - Epoch(train) [29][2020/3757] lr: 9.415e-03 eta: 1 day, 17:35:16 time: 0.254 data_time: 0.005 memory: 5036 grad_norm: 5.6512 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.1824 loss: 3.1824 2022/06/25 19:09:13 - mmengine - INFO - Epoch(train) [29][2040/3757] lr: 9.415e-03 eta: 1 day, 17:35:10 time: 0.248 data_time: 0.011 memory: 5036 grad_norm: 5.1538 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9071 loss: 2.9071 2022/06/25 19:09:18 - mmengine - INFO - Epoch(train) [29][2060/3757] lr: 9.415e-03 eta: 1 day, 17:35:04 time: 0.286 data_time: 0.003 memory: 5036 grad_norm: 4.6125 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.9052 loss: 2.9052 2022/06/25 19:09:23 - mmengine - INFO - Epoch(train) [29][2080/3757] lr: 9.415e-03 eta: 1 day, 17:34:58 time: 0.256 data_time: 0.005 memory: 5036 grad_norm: 4.6576 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2364 loss: 3.2364 2022/06/25 19:09:29 - mmengine - INFO - Epoch(train) [29][2100/3757] lr: 9.415e-03 eta: 1 day, 17:34:53 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 4.8970 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 2.8656 loss: 2.8656 2022/06/25 19:09:34 - mmengine - INFO - Epoch(train) [29][2120/3757] lr: 9.415e-03 eta: 1 day, 17:34:47 time: 0.254 data_time: 0.005 memory: 5036 grad_norm: 4.6462 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.8703 loss: 2.8703 2022/06/25 19:09:39 - mmengine - INFO - Epoch(train) [29][2140/3757] lr: 9.415e-03 eta: 1 day, 17:34:41 time: 0.281 data_time: 0.005 memory: 5036 grad_norm: 5.1263 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.5962 loss: 2.5962 2022/06/25 19:09:44 - mmengine - INFO - Epoch(train) [29][2160/3757] lr: 9.415e-03 eta: 1 day, 17:34:37 time: 0.419 data_time: 0.172 memory: 5036 grad_norm: 4.7976 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2556 loss: 3.2556 2022/06/25 19:09:50 - mmengine - INFO - Epoch(train) [29][2180/3757] lr: 9.415e-03 eta: 1 day, 17:34:31 time: 0.250 data_time: 0.009 memory: 5036 grad_norm: 4.6994 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.4006 loss: 3.4006 2022/06/25 19:09:55 - mmengine - INFO - Epoch(train) [29][2200/3757] lr: 9.415e-03 eta: 1 day, 17:34:25 time: 0.249 data_time: 0.005 memory: 5036 grad_norm: 5.1072 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0677 loss: 3.0677 2022/06/25 19:10:00 - mmengine - INFO - Epoch(train) [29][2220/3757] lr: 9.415e-03 eta: 1 day, 17:34:21 time: 0.367 data_time: 0.002 memory: 5036 grad_norm: 4.9643 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7804 loss: 2.7804 2022/06/25 19:10:06 - mmengine - INFO - Epoch(train) [29][2240/3757] lr: 9.415e-03 eta: 1 day, 17:34:16 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 5.2432 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.9139 loss: 2.9139 2022/06/25 19:10:11 - mmengine - INFO - Epoch(train) [29][2260/3757] lr: 9.415e-03 eta: 1 day, 17:34:10 time: 0.251 data_time: 0.010 memory: 5036 grad_norm: 5.3604 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2661 loss: 3.2661 2022/06/25 19:10:16 - mmengine - INFO - Epoch(train) [29][2280/3757] lr: 9.415e-03 eta: 1 day, 17:34:07 time: 0.256 data_time: 0.019 memory: 5036 grad_norm: 4.5148 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.4451 loss: 3.4451 2022/06/25 19:10:22 - mmengine - INFO - Epoch(train) [29][2300/3757] lr: 9.415e-03 eta: 1 day, 17:34:01 time: 0.279 data_time: 0.002 memory: 5036 grad_norm: 5.2306 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9008 loss: 2.9008 2022/06/25 19:10:27 - mmengine - INFO - Epoch(train) [29][2320/3757] lr: 9.415e-03 eta: 1 day, 17:33:56 time: 0.250 data_time: 0.005 memory: 5036 grad_norm: 5.0562 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1480 loss: 3.1480 2022/06/25 19:10:32 - mmengine - INFO - Epoch(train) [29][2340/3757] lr: 9.415e-03 eta: 1 day, 17:33:50 time: 0.249 data_time: 0.013 memory: 5036 grad_norm: 4.7959 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.6599 loss: 2.6599 2022/06/25 19:10:37 - mmengine - INFO - Epoch(train) [29][2360/3757] lr: 9.415e-03 eta: 1 day, 17:33:45 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 5.4782 top1_acc: 0.0000 top5_acc: 0.8750 loss_cls: 3.7340 loss: 3.7340 2022/06/25 19:10:42 - mmengine - INFO - Epoch(train) [29][2380/3757] lr: 9.415e-03 eta: 1 day, 17:33:39 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 5.3298 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0941 loss: 3.0941 2022/06/25 19:10:48 - mmengine - INFO - Epoch(train) [29][2400/3757] lr: 9.415e-03 eta: 1 day, 17:33:33 time: 0.252 data_time: 0.005 memory: 5036 grad_norm: 4.6362 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2468 loss: 3.2468 2022/06/25 19:10:53 - mmengine - INFO - Epoch(train) [29][2420/3757] lr: 9.415e-03 eta: 1 day, 17:33:27 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 5.0476 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.9694 loss: 2.9694 2022/06/25 19:10:58 - mmengine - INFO - Epoch(train) [29][2440/3757] lr: 9.415e-03 eta: 1 day, 17:33:21 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 5.3890 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.4312 loss: 3.4312 2022/06/25 19:11:03 - mmengine - INFO - Epoch(train) [29][2460/3757] lr: 9.415e-03 eta: 1 day, 17:33:15 time: 0.260 data_time: 0.002 memory: 5036 grad_norm: 5.1119 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1131 loss: 3.1131 2022/06/25 19:11:08 - mmengine - INFO - Epoch(train) [29][2480/3757] lr: 9.415e-03 eta: 1 day, 17:33:09 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 4.7179 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.3053 loss: 3.3053 2022/06/25 19:11:13 - mmengine - INFO - Epoch(train) [29][2500/3757] lr: 9.415e-03 eta: 1 day, 17:33:03 time: 0.252 data_time: 0.005 memory: 5036 grad_norm: 4.7593 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.2850 loss: 3.2850 2022/06/25 19:11:19 - mmengine - INFO - Epoch(train) [29][2520/3757] lr: 9.415e-03 eta: 1 day, 17:32:59 time: 0.261 data_time: 0.011 memory: 5036 grad_norm: 5.0744 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.0793 loss: 3.0793 2022/06/25 19:11:24 - mmengine - INFO - Epoch(train) [29][2540/3757] lr: 9.415e-03 eta: 1 day, 17:32:53 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 4.9405 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9885 loss: 2.9885 2022/06/25 19:11:29 - mmengine - INFO - Epoch(train) [29][2560/3757] lr: 9.415e-03 eta: 1 day, 17:32:48 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 4.5360 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1442 loss: 3.1442 2022/06/25 19:11:34 - mmengine - INFO - Epoch(train) [29][2580/3757] lr: 9.415e-03 eta: 1 day, 17:32:42 time: 0.262 data_time: 0.015 memory: 5036 grad_norm: 5.3963 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.9788 loss: 2.9788 2022/06/25 19:11:39 - mmengine - INFO - Epoch(train) [29][2600/3757] lr: 9.415e-03 eta: 1 day, 17:32:36 time: 0.255 data_time: 0.012 memory: 5036 grad_norm: 5.1230 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.6238 loss: 2.6238 2022/06/25 19:11:45 - mmengine - INFO - Epoch(train) [29][2620/3757] lr: 9.415e-03 eta: 1 day, 17:32:30 time: 0.264 data_time: 0.002 memory: 5036 grad_norm: 4.6037 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 2.9284 loss: 2.9284 2022/06/25 19:11:50 - mmengine - INFO - Epoch(train) [29][2640/3757] lr: 9.415e-03 eta: 1 day, 17:32:24 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 4.8320 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0225 loss: 3.0225 2022/06/25 19:11:55 - mmengine - INFO - Epoch(train) [29][2660/3757] lr: 9.415e-03 eta: 1 day, 17:32:18 time: 0.258 data_time: 0.015 memory: 5036 grad_norm: 5.4774 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.3517 loss: 3.3517 2022/06/25 19:12:00 - mmengine - INFO - Epoch(train) [29][2680/3757] lr: 9.415e-03 eta: 1 day, 17:32:12 time: 0.258 data_time: 0.002 memory: 5036 grad_norm: 4.7655 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.8071 loss: 2.8071 2022/06/25 19:12:05 - mmengine - INFO - Epoch(train) [29][2700/3757] lr: 9.415e-03 eta: 1 day, 17:32:07 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 5.1037 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2704 loss: 3.2704 2022/06/25 19:12:10 - mmengine - INFO - Epoch(train) [29][2720/3757] lr: 9.415e-03 eta: 1 day, 17:32:01 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 5.0455 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0092 loss: 3.0092 2022/06/25 19:12:16 - mmengine - INFO - Epoch(train) [29][2740/3757] lr: 9.415e-03 eta: 1 day, 17:31:57 time: 0.264 data_time: 0.025 memory: 5036 grad_norm: 5.2533 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9430 loss: 2.9430 2022/06/25 19:12:21 - mmengine - INFO - Epoch(train) [29][2760/3757] lr: 9.415e-03 eta: 1 day, 17:31:51 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 4.8785 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.6189 loss: 3.6189 2022/06/25 19:12:26 - mmengine - INFO - Epoch(train) [29][2780/3757] lr: 9.415e-03 eta: 1 day, 17:31:45 time: 0.257 data_time: 0.011 memory: 5036 grad_norm: 5.6684 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.7965 loss: 2.7965 2022/06/25 19:12:31 - mmengine - INFO - Epoch(train) [29][2800/3757] lr: 9.415e-03 eta: 1 day, 17:31:39 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 5.9551 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.2326 loss: 3.2326 2022/06/25 19:12:32 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 19:12:36 - mmengine - INFO - Epoch(train) [29][2820/3757] lr: 9.415e-03 eta: 1 day, 17:31:33 time: 0.257 data_time: 0.008 memory: 5036 grad_norm: 5.0007 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.0937 loss: 3.0937 2022/06/25 19:12:42 - mmengine - INFO - Epoch(train) [29][2840/3757] lr: 9.415e-03 eta: 1 day, 17:31:28 time: 0.324 data_time: 0.002 memory: 5036 grad_norm: 4.4245 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.8725 loss: 2.8725 2022/06/25 19:12:47 - mmengine - INFO - Epoch(train) [29][2860/3757] lr: 9.415e-03 eta: 1 day, 17:31:22 time: 0.250 data_time: 0.008 memory: 5036 grad_norm: 5.1099 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.4266 loss: 3.4266 2022/06/25 19:12:52 - mmengine - INFO - Epoch(train) [29][2880/3757] lr: 9.415e-03 eta: 1 day, 17:31:16 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 4.4008 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0480 loss: 3.0480 2022/06/25 19:12:57 - mmengine - INFO - Epoch(train) [29][2900/3757] lr: 9.415e-03 eta: 1 day, 17:31:11 time: 0.258 data_time: 0.016 memory: 5036 grad_norm: 4.7135 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.2994 loss: 3.2994 2022/06/25 19:13:02 - mmengine - INFO - Epoch(train) [29][2920/3757] lr: 9.415e-03 eta: 1 day, 17:31:05 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 5.2302 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.0104 loss: 3.0104 2022/06/25 19:13:08 - mmengine - INFO - Epoch(train) [29][2940/3757] lr: 9.415e-03 eta: 1 day, 17:31:02 time: 0.243 data_time: 0.005 memory: 5036 grad_norm: 4.2765 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.4068 loss: 3.4068 2022/06/25 19:13:13 - mmengine - INFO - Epoch(train) [29][2960/3757] lr: 9.415e-03 eta: 1 day, 17:30:56 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 4.6472 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.9974 loss: 2.9974 2022/06/25 19:13:18 - mmengine - INFO - Epoch(train) [29][2980/3757] lr: 9.415e-03 eta: 1 day, 17:30:51 time: 0.251 data_time: 0.015 memory: 5036 grad_norm: 4.3995 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8945 loss: 2.8945 2022/06/25 19:13:24 - mmengine - INFO - Epoch(train) [29][3000/3757] lr: 9.415e-03 eta: 1 day, 17:30:45 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 5.4918 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.4294 loss: 3.4294 2022/06/25 19:13:29 - mmengine - INFO - Epoch(train) [29][3020/3757] lr: 9.415e-03 eta: 1 day, 17:30:41 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 4.7064 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9991 loss: 2.9991 2022/06/25 19:13:35 - mmengine - INFO - Epoch(train) [29][3040/3757] lr: 9.415e-03 eta: 1 day, 17:30:36 time: 0.351 data_time: 0.005 memory: 5036 grad_norm: 4.5253 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.5570 loss: 3.5570 2022/06/25 19:13:40 - mmengine - INFO - Epoch(train) [29][3060/3757] lr: 9.415e-03 eta: 1 day, 17:30:31 time: 0.266 data_time: 0.022 memory: 5036 grad_norm: 4.9962 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.2525 loss: 3.2525 2022/06/25 19:13:45 - mmengine - INFO - Epoch(train) [29][3080/3757] lr: 9.415e-03 eta: 1 day, 17:30:25 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 4.7821 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.2016 loss: 3.2016 2022/06/25 19:13:50 - mmengine - INFO - Epoch(train) [29][3100/3757] lr: 9.415e-03 eta: 1 day, 17:30:20 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 4.7258 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.1001 loss: 3.1001 2022/06/25 19:13:56 - mmengine - INFO - Epoch(train) [29][3120/3757] lr: 9.415e-03 eta: 1 day, 17:30:15 time: 0.254 data_time: 0.015 memory: 5036 grad_norm: 4.6083 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.8700 loss: 2.8700 2022/06/25 19:14:01 - mmengine - INFO - Epoch(train) [29][3140/3757] lr: 9.415e-03 eta: 1 day, 17:30:10 time: 0.267 data_time: 0.031 memory: 5036 grad_norm: 4.2556 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.8340 loss: 2.8340 2022/06/25 19:14:06 - mmengine - INFO - Epoch(train) [29][3160/3757] lr: 9.415e-03 eta: 1 day, 17:30:06 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 5.1256 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9599 loss: 2.9599 2022/06/25 19:14:12 - mmengine - INFO - Epoch(train) [29][3180/3757] lr: 9.415e-03 eta: 1 day, 17:30:00 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 5.0263 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.6277 loss: 2.6277 2022/06/25 19:14:17 - mmengine - INFO - Epoch(train) [29][3200/3757] lr: 9.415e-03 eta: 1 day, 17:29:55 time: 0.331 data_time: 0.015 memory: 5036 grad_norm: 5.0809 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.6107 loss: 3.6107 2022/06/25 19:14:22 - mmengine - INFO - Epoch(train) [29][3220/3757] lr: 9.415e-03 eta: 1 day, 17:29:50 time: 0.259 data_time: 0.024 memory: 5036 grad_norm: 4.8044 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1038 loss: 3.1038 2022/06/25 19:14:27 - mmengine - INFO - Epoch(train) [29][3240/3757] lr: 9.415e-03 eta: 1 day, 17:29:44 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 4.9448 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.9438 loss: 2.9438 2022/06/25 19:14:32 - mmengine - INFO - Epoch(train) [29][3260/3757] lr: 9.415e-03 eta: 1 day, 17:29:38 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 4.6757 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.0267 loss: 3.0267 2022/06/25 19:14:38 - mmengine - INFO - Epoch(train) [29][3280/3757] lr: 9.415e-03 eta: 1 day, 17:29:33 time: 0.248 data_time: 0.008 memory: 5036 grad_norm: 4.9539 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.3544 loss: 3.3544 2022/06/25 19:14:43 - mmengine - INFO - Epoch(train) [29][3300/3757] lr: 9.415e-03 eta: 1 day, 17:29:27 time: 0.250 data_time: 0.010 memory: 5036 grad_norm: 5.7012 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.3098 loss: 3.3098 2022/06/25 19:14:48 - mmengine - INFO - Epoch(train) [29][3320/3757] lr: 9.415e-03 eta: 1 day, 17:29:21 time: 0.253 data_time: 0.005 memory: 5036 grad_norm: 5.4093 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.3022 loss: 3.3022 2022/06/25 19:14:53 - mmengine - INFO - Epoch(train) [29][3340/3757] lr: 9.415e-03 eta: 1 day, 17:29:15 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 5.0735 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9654 loss: 2.9654 2022/06/25 19:14:58 - mmengine - INFO - Epoch(train) [29][3360/3757] lr: 9.415e-03 eta: 1 day, 17:29:10 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 5.0288 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9651 loss: 2.9651 2022/06/25 19:15:04 - mmengine - INFO - Epoch(train) [29][3380/3757] lr: 9.415e-03 eta: 1 day, 17:29:04 time: 0.253 data_time: 0.008 memory: 5036 grad_norm: 5.2751 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.9994 loss: 2.9994 2022/06/25 19:15:09 - mmengine - INFO - Epoch(train) [29][3400/3757] lr: 9.415e-03 eta: 1 day, 17:28:58 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 5.1479 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0399 loss: 3.0399 2022/06/25 19:15:14 - mmengine - INFO - Epoch(train) [29][3420/3757] lr: 9.415e-03 eta: 1 day, 17:28:52 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 4.6137 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.3152 loss: 3.3152 2022/06/25 19:15:19 - mmengine - INFO - Epoch(train) [29][3440/3757] lr: 9.415e-03 eta: 1 day, 17:28:47 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 4.5025 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3346 loss: 3.3346 2022/06/25 19:15:24 - mmengine - INFO - Epoch(train) [29][3460/3757] lr: 9.415e-03 eta: 1 day, 17:28:42 time: 0.243 data_time: 0.005 memory: 5036 grad_norm: 4.1635 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.5807 loss: 3.5807 2022/06/25 19:15:30 - mmengine - INFO - Epoch(train) [29][3480/3757] lr: 9.415e-03 eta: 1 day, 17:28:36 time: 0.276 data_time: 0.002 memory: 5036 grad_norm: 4.8700 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.1581 loss: 3.1581 2022/06/25 19:15:35 - mmengine - INFO - Epoch(train) [29][3500/3757] lr: 9.415e-03 eta: 1 day, 17:28:32 time: 0.388 data_time: 0.003 memory: 5036 grad_norm: 4.2879 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2619 loss: 3.2619 2022/06/25 19:15:40 - mmengine - INFO - Epoch(train) [29][3520/3757] lr: 9.415e-03 eta: 1 day, 17:28:26 time: 0.245 data_time: 0.006 memory: 5036 grad_norm: 5.0925 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.1137 loss: 3.1137 2022/06/25 19:15:46 - mmengine - INFO - Epoch(train) [29][3540/3757] lr: 9.415e-03 eta: 1 day, 17:28:22 time: 0.269 data_time: 0.033 memory: 5036 grad_norm: 5.0854 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1983 loss: 3.1983 2022/06/25 19:15:51 - mmengine - INFO - Epoch(train) [29][3560/3757] lr: 9.415e-03 eta: 1 day, 17:28:16 time: 0.262 data_time: 0.002 memory: 5036 grad_norm: 4.3178 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.9519 loss: 2.9519 2022/06/25 19:15:56 - mmengine - INFO - Epoch(train) [29][3580/3757] lr: 9.415e-03 eta: 1 day, 17:28:11 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 4.6271 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.4730 loss: 3.4730 2022/06/25 19:16:01 - mmengine - INFO - Epoch(train) [29][3600/3757] lr: 9.415e-03 eta: 1 day, 17:28:05 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 5.1632 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2400 loss: 3.2400 2022/06/25 19:16:07 - mmengine - INFO - Epoch(train) [29][3620/3757] lr: 9.415e-03 eta: 1 day, 17:28:00 time: 0.274 data_time: 0.031 memory: 5036 grad_norm: 4.9278 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.4879 loss: 3.4879 2022/06/25 19:16:12 - mmengine - INFO - Epoch(train) [29][3640/3757] lr: 9.415e-03 eta: 1 day, 17:27:54 time: 0.264 data_time: 0.002 memory: 5036 grad_norm: 4.9011 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.5721 loss: 2.5721 2022/06/25 19:16:18 - mmengine - INFO - Epoch(train) [29][3660/3757] lr: 9.415e-03 eta: 1 day, 17:27:51 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 4.7509 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3287 loss: 3.3287 2022/06/25 19:16:23 - mmengine - INFO - Epoch(train) [29][3680/3757] lr: 9.415e-03 eta: 1 day, 17:27:46 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 5.3457 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0129 loss: 3.0129 2022/06/25 19:16:28 - mmengine - INFO - Epoch(train) [29][3700/3757] lr: 9.415e-03 eta: 1 day, 17:27:40 time: 0.258 data_time: 0.022 memory: 5036 grad_norm: 5.4543 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.0782 loss: 3.0782 2022/06/25 19:16:33 - mmengine - INFO - Epoch(train) [29][3720/3757] lr: 9.415e-03 eta: 1 day, 17:27:34 time: 0.273 data_time: 0.002 memory: 5036 grad_norm: 4.5514 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1325 loss: 3.1325 2022/06/25 19:16:38 - mmengine - INFO - Epoch(train) [29][3740/3757] lr: 9.415e-03 eta: 1 day, 17:27:29 time: 0.235 data_time: 0.002 memory: 5036 grad_norm: 4.9017 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0638 loss: 3.0638 2022/06/25 19:16:42 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 19:16:42 - mmengine - INFO - Saving checkpoint at 29 epochs 2022/06/25 19:16:55 - mmengine - INFO - Epoch(val) [29][20/310] eta: 0:01:43 time: 0.107 data_time: 0.005 memory: 5036 2022/06/25 19:17:00 - mmengine - INFO - Epoch(val) [29][40/310] eta: 0:01:36 time: 0.113 data_time: 0.011 memory: 1723 2022/06/25 19:17:04 - mmengine - INFO - Epoch(val) [29][60/310] eta: 0:00:26 time: 0.103 data_time: 0.001 memory: 1723 2022/06/25 19:17:09 - mmengine - INFO - Epoch(val) [29][80/310] eta: 0:00:24 time: 0.104 data_time: 0.001 memory: 1723 2022/06/25 19:17:16 - mmengine - INFO - Epoch(val) [29][100/310] eta: 0:01:14 time: 0.116 data_time: 0.001 memory: 1723 2022/06/25 19:17:21 - mmengine - INFO - Epoch(val) [29][120/310] eta: 0:01:10 time: 0.114 data_time: 0.012 memory: 1723 2022/06/25 19:17:25 - mmengine - INFO - Epoch(val) [29][140/310] eta: 0:00:27 time: 0.103 data_time: 0.002 memory: 1723 2022/06/25 19:17:30 - mmengine - INFO - Epoch(val) [29][160/310] eta: 0:00:16 time: 0.103 data_time: 0.002 memory: 1723 2022/06/25 19:17:37 - mmengine - INFO - Epoch(val) [29][180/310] eta: 0:00:45 time: 0.318 data_time: 0.217 memory: 1723 2022/06/25 19:17:41 - mmengine - INFO - Epoch(val) [29][200/310] eta: 0:00:39 time: 0.112 data_time: 0.005 memory: 1723 2022/06/25 19:17:46 - mmengine - INFO - Epoch(val) [29][220/310] eta: 0:00:11 time: 0.107 data_time: 0.001 memory: 1723 2022/06/25 19:17:51 - mmengine - INFO - Epoch(val) [29][240/310] eta: 0:00:07 time: 0.103 data_time: 0.002 memory: 1723 2022/06/25 19:17:58 - mmengine - INFO - Epoch(val) [29][260/310] eta: 0:00:18 time: 0.156 data_time: 0.054 memory: 1723 2022/06/25 19:18:02 - mmengine - INFO - Epoch(val) [29][280/310] eta: 0:00:09 time: 0.109 data_time: 0.001 memory: 1723 2022/06/25 19:18:04 - mmengine - INFO - Epoch(val) [29][300/310] eta: 0:00:01 time: 0.102 data_time: 0.001 memory: 1723 2022/06/25 19:18:06 - mmengine - INFO - Epoch(val) [29][310/310] acc/top1: 0.3835 acc/top5: 0.6481 acc/mean1: 0.3833 2022/06/25 19:18:16 - mmengine - INFO - Epoch(train) [30][20/3757] lr: 9.373e-03 eta: 1 day, 17:27:31 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 4.6540 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 3.1411 loss: 3.1411 2022/06/25 19:18:21 - mmengine - INFO - Epoch(train) [30][40/3757] lr: 9.373e-03 eta: 1 day, 17:27:26 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 5.2647 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.1417 loss: 3.1417 2022/06/25 19:18:23 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 19:18:27 - mmengine - INFO - Epoch(train) [30][60/3757] lr: 9.373e-03 eta: 1 day, 17:27:22 time: 0.247 data_time: 0.008 memory: 5036 grad_norm: 4.5997 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0826 loss: 3.0826 2022/06/25 19:18:32 - mmengine - INFO - Epoch(train) [30][80/3757] lr: 9.373e-03 eta: 1 day, 17:27:16 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 5.3849 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4834 loss: 3.4834 2022/06/25 19:18:37 - mmengine - INFO - Epoch(train) [30][100/3757] lr: 9.373e-03 eta: 1 day, 17:27:10 time: 0.257 data_time: 0.002 memory: 5036 grad_norm: 4.8974 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.2189 loss: 3.2189 2022/06/25 19:18:43 - mmengine - INFO - Epoch(train) [30][120/3757] lr: 9.373e-03 eta: 1 day, 17:27:05 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 4.7294 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6590 loss: 2.6590 2022/06/25 19:18:48 - mmengine - INFO - Epoch(train) [30][140/3757] lr: 9.373e-03 eta: 1 day, 17:27:00 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 5.1212 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1729 loss: 3.1729 2022/06/25 19:18:53 - mmengine - INFO - Epoch(train) [30][160/3757] lr: 9.373e-03 eta: 1 day, 17:26:54 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 4.4730 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.8153 loss: 2.8153 2022/06/25 19:18:59 - mmengine - INFO - Epoch(train) [30][180/3757] lr: 9.373e-03 eta: 1 day, 17:26:50 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 5.0516 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.0385 loss: 3.0385 2022/06/25 19:19:04 - mmengine - INFO - Epoch(train) [30][200/3757] lr: 9.373e-03 eta: 1 day, 17:26:45 time: 0.241 data_time: 0.003 memory: 5036 grad_norm: 5.1246 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0920 loss: 3.0920 2022/06/25 19:19:10 - mmengine - INFO - Epoch(train) [30][220/3757] lr: 9.373e-03 eta: 1 day, 17:26:42 time: 0.245 data_time: 0.003 memory: 5036 grad_norm: 4.6540 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.1901 loss: 3.1901 2022/06/25 19:19:15 - mmengine - INFO - Epoch(train) [30][240/3757] lr: 9.373e-03 eta: 1 day, 17:26:36 time: 0.247 data_time: 0.006 memory: 5036 grad_norm: 4.8006 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1185 loss: 3.1185 2022/06/25 19:19:20 - mmengine - INFO - Epoch(train) [30][260/3757] lr: 9.373e-03 eta: 1 day, 17:26:31 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 4.4891 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.0607 loss: 3.0607 2022/06/25 19:19:25 - mmengine - INFO - Epoch(train) [30][280/3757] lr: 9.373e-03 eta: 1 day, 17:26:25 time: 0.309 data_time: 0.002 memory: 5036 grad_norm: 4.7590 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2246 loss: 3.2246 2022/06/25 19:19:30 - mmengine - INFO - Epoch(train) [30][300/3757] lr: 9.373e-03 eta: 1 day, 17:26:19 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 4.5334 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 2.9820 loss: 2.9820 2022/06/25 19:19:35 - mmengine - INFO - Epoch(train) [30][320/3757] lr: 9.373e-03 eta: 1 day, 17:26:14 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 5.0081 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.1347 loss: 3.1347 2022/06/25 19:19:41 - mmengine - INFO - Epoch(train) [30][340/3757] lr: 9.373e-03 eta: 1 day, 17:26:08 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 4.8294 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.0626 loss: 3.0626 2022/06/25 19:19:46 - mmengine - INFO - Epoch(train) [30][360/3757] lr: 9.373e-03 eta: 1 day, 17:26:05 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 5.1678 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.5929 loss: 3.5929 2022/06/25 19:19:52 - mmengine - INFO - Epoch(train) [30][380/3757] lr: 9.373e-03 eta: 1 day, 17:25:59 time: 0.242 data_time: 0.003 memory: 5036 grad_norm: 4.9360 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.5619 loss: 3.5619 2022/06/25 19:19:57 - mmengine - INFO - Epoch(train) [30][400/3757] lr: 9.373e-03 eta: 1 day, 17:25:54 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 5.3174 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.4898 loss: 3.4898 2022/06/25 19:20:02 - mmengine - INFO - Epoch(train) [30][420/3757] lr: 9.373e-03 eta: 1 day, 17:25:48 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 5.4569 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.2901 loss: 3.2901 2022/06/25 19:20:08 - mmengine - INFO - Epoch(train) [30][440/3757] lr: 9.373e-03 eta: 1 day, 17:25:46 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 5.1051 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.8625 loss: 2.8625 2022/06/25 19:20:13 - mmengine - INFO - Epoch(train) [30][460/3757] lr: 9.373e-03 eta: 1 day, 17:25:40 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 4.6577 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1762 loss: 3.1762 2022/06/25 19:20:18 - mmengine - INFO - Epoch(train) [30][480/3757] lr: 9.373e-03 eta: 1 day, 17:25:35 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 4.9711 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.7762 loss: 2.7762 2022/06/25 19:20:24 - mmengine - INFO - Epoch(train) [30][500/3757] lr: 9.373e-03 eta: 1 day, 17:25:30 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 4.8671 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.1347 loss: 3.1347 2022/06/25 19:20:30 - mmengine - INFO - Epoch(train) [30][520/3757] lr: 9.373e-03 eta: 1 day, 17:25:29 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 4.6979 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1656 loss: 3.1656 2022/06/25 19:20:35 - mmengine - INFO - Epoch(train) [30][540/3757] lr: 9.373e-03 eta: 1 day, 17:25:23 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 4.7012 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.3173 loss: 3.3173 2022/06/25 19:20:40 - mmengine - INFO - Epoch(train) [30][560/3757] lr: 9.373e-03 eta: 1 day, 17:25:18 time: 0.247 data_time: 0.006 memory: 5036 grad_norm: 5.2101 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7852 loss: 2.7852 2022/06/25 19:20:46 - mmengine - INFO - Epoch(train) [30][580/3757] lr: 9.373e-03 eta: 1 day, 17:25:14 time: 0.783 data_time: 0.007 memory: 5036 grad_norm: 5.2775 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1947 loss: 3.1947 2022/06/25 19:20:51 - mmengine - INFO - Epoch(train) [30][600/3757] lr: 9.373e-03 eta: 1 day, 17:25:08 time: 0.252 data_time: 0.005 memory: 5036 grad_norm: 5.7884 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.8521 loss: 2.8521 2022/06/25 19:20:56 - mmengine - INFO - Epoch(train) [30][620/3757] lr: 9.373e-03 eta: 1 day, 17:25:03 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 4.7265 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.3357 loss: 3.3357 2022/06/25 19:21:01 - mmengine - INFO - Epoch(train) [30][640/3757] lr: 9.373e-03 eta: 1 day, 17:24:56 time: 0.248 data_time: 0.005 memory: 5036 grad_norm: 5.0937 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.3648 loss: 3.3648 2022/06/25 19:21:07 - mmengine - INFO - Epoch(train) [30][660/3757] lr: 9.373e-03 eta: 1 day, 17:24:53 time: 0.249 data_time: 0.005 memory: 5036 grad_norm: 4.8961 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9303 loss: 2.9303 2022/06/25 19:21:12 - mmengine - INFO - Epoch(train) [30][680/3757] lr: 9.373e-03 eta: 1 day, 17:24:47 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 5.0344 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8545 loss: 2.8545 2022/06/25 19:21:17 - mmengine - INFO - Epoch(train) [30][700/3757] lr: 9.373e-03 eta: 1 day, 17:24:41 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 4.3656 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.0076 loss: 3.0076 2022/06/25 19:21:22 - mmengine - INFO - Epoch(train) [30][720/3757] lr: 9.373e-03 eta: 1 day, 17:24:34 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 5.0935 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.8390 loss: 2.8390 2022/06/25 19:21:27 - mmengine - INFO - Epoch(train) [30][740/3757] lr: 9.373e-03 eta: 1 day, 17:24:29 time: 0.250 data_time: 0.008 memory: 5036 grad_norm: 5.1482 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.3779 loss: 3.3779 2022/06/25 19:21:32 - mmengine - INFO - Epoch(train) [30][760/3757] lr: 9.373e-03 eta: 1 day, 17:24:23 time: 0.249 data_time: 0.008 memory: 5036 grad_norm: 5.1665 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.0098 loss: 3.0098 2022/06/25 19:21:38 - mmengine - INFO - Epoch(train) [30][780/3757] lr: 9.373e-03 eta: 1 day, 17:24:17 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 4.9488 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2578 loss: 3.2578 2022/06/25 19:21:43 - mmengine - INFO - Epoch(train) [30][800/3757] lr: 9.373e-03 eta: 1 day, 17:24:10 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 5.3091 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7467 loss: 2.7467 2022/06/25 19:21:48 - mmengine - INFO - Epoch(train) [30][820/3757] lr: 9.373e-03 eta: 1 day, 17:24:06 time: 0.247 data_time: 0.008 memory: 5036 grad_norm: 4.1665 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4880 loss: 3.4880 2022/06/25 19:21:53 - mmengine - INFO - Epoch(train) [30][840/3757] lr: 9.373e-03 eta: 1 day, 17:24:00 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 5.0901 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.0730 loss: 3.0730 2022/06/25 19:21:58 - mmengine - INFO - Epoch(train) [30][860/3757] lr: 9.373e-03 eta: 1 day, 17:23:54 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 5.1393 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2593 loss: 3.2593 2022/06/25 19:22:03 - mmengine - INFO - Epoch(train) [30][880/3757] lr: 9.373e-03 eta: 1 day, 17:23:48 time: 0.250 data_time: 0.009 memory: 5036 grad_norm: 5.1344 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.2102 loss: 3.2102 2022/06/25 19:22:09 - mmengine - INFO - Epoch(train) [30][900/3757] lr: 9.373e-03 eta: 1 day, 17:23:46 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 4.9360 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6931 loss: 2.6931 2022/06/25 19:22:14 - mmengine - INFO - Epoch(train) [30][920/3757] lr: 9.373e-03 eta: 1 day, 17:23:40 time: 0.248 data_time: 0.005 memory: 5036 grad_norm: 4.6496 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0508 loss: 3.0508 2022/06/25 19:22:20 - mmengine - INFO - Epoch(train) [30][940/3757] lr: 9.373e-03 eta: 1 day, 17:23:34 time: 0.245 data_time: 0.006 memory: 5036 grad_norm: 4.5852 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0735 loss: 3.0735 2022/06/25 19:22:25 - mmengine - INFO - Epoch(train) [30][960/3757] lr: 9.373e-03 eta: 1 day, 17:23:28 time: 0.254 data_time: 0.005 memory: 5036 grad_norm: 5.8079 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1095 loss: 3.1095 2022/06/25 19:22:30 - mmengine - INFO - Epoch(train) [30][980/3757] lr: 9.373e-03 eta: 1 day, 17:23:22 time: 0.245 data_time: 0.008 memory: 5036 grad_norm: 5.4065 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9458 loss: 2.9458 2022/06/25 19:22:35 - mmengine - INFO - Epoch(train) [30][1000/3757] lr: 9.373e-03 eta: 1 day, 17:23:16 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 5.2735 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.5950 loss: 2.5950 2022/06/25 19:22:40 - mmengine - INFO - Epoch(train) [30][1020/3757] lr: 9.373e-03 eta: 1 day, 17:23:10 time: 0.246 data_time: 0.005 memory: 5036 grad_norm: 4.8472 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1752 loss: 3.1752 2022/06/25 19:22:45 - mmengine - INFO - Epoch(train) [30][1040/3757] lr: 9.373e-03 eta: 1 day, 17:23:03 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 6.6967 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8881 loss: 2.8881 2022/06/25 19:22:47 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 19:22:50 - mmengine - INFO - Epoch(train) [30][1060/3757] lr: 9.373e-03 eta: 1 day, 17:22:59 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 4.8980 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2137 loss: 3.2137 2022/06/25 19:22:56 - mmengine - INFO - Epoch(train) [30][1080/3757] lr: 9.373e-03 eta: 1 day, 17:22:53 time: 0.324 data_time: 0.076 memory: 5036 grad_norm: 5.0913 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.0354 loss: 3.0354 2022/06/25 19:23:01 - mmengine - INFO - Epoch(train) [30][1100/3757] lr: 9.373e-03 eta: 1 day, 17:22:47 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 5.5120 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4135 loss: 3.4135 2022/06/25 19:23:06 - mmengine - INFO - Epoch(train) [30][1120/3757] lr: 9.373e-03 eta: 1 day, 17:22:41 time: 0.265 data_time: 0.006 memory: 5036 grad_norm: 5.7045 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.5065 loss: 3.5065 2022/06/25 19:23:11 - mmengine - INFO - Epoch(train) [30][1140/3757] lr: 9.373e-03 eta: 1 day, 17:22:35 time: 0.254 data_time: 0.005 memory: 5036 grad_norm: 5.3729 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.5082 loss: 3.5082 2022/06/25 19:23:16 - mmengine - INFO - Epoch(train) [30][1160/3757] lr: 9.373e-03 eta: 1 day, 17:22:29 time: 0.251 data_time: 0.005 memory: 5036 grad_norm: 5.1451 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.9951 loss: 2.9951 2022/06/25 19:23:21 - mmengine - INFO - Epoch(train) [30][1180/3757] lr: 9.373e-03 eta: 1 day, 17:22:23 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 4.8992 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.5397 loss: 3.5397 2022/06/25 19:23:26 - mmengine - INFO - Epoch(train) [30][1200/3757] lr: 9.373e-03 eta: 1 day, 17:22:17 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 4.9516 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1655 loss: 3.1655 2022/06/25 19:23:32 - mmengine - INFO - Epoch(train) [30][1220/3757] lr: 9.373e-03 eta: 1 day, 17:22:11 time: 0.268 data_time: 0.002 memory: 5036 grad_norm: 5.2482 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.5243 loss: 3.5243 2022/06/25 19:23:37 - mmengine - INFO - Epoch(train) [30][1240/3757] lr: 9.373e-03 eta: 1 day, 17:22:05 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 5.1766 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.9482 loss: 2.9482 2022/06/25 19:23:42 - mmengine - INFO - Epoch(train) [30][1260/3757] lr: 9.373e-03 eta: 1 day, 17:22:00 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 5.8410 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.0313 loss: 3.0313 2022/06/25 19:23:47 - mmengine - INFO - Epoch(train) [30][1280/3757] lr: 9.373e-03 eta: 1 day, 17:21:53 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 5.0343 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.8531 loss: 2.8531 2022/06/25 19:23:52 - mmengine - INFO - Epoch(train) [30][1300/3757] lr: 9.373e-03 eta: 1 day, 17:21:47 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 5.6372 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.3840 loss: 3.3840 2022/06/25 19:23:57 - mmengine - INFO - Epoch(train) [30][1320/3757] lr: 9.373e-03 eta: 1 day, 17:21:41 time: 0.258 data_time: 0.005 memory: 5036 grad_norm: 4.7438 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2109 loss: 3.2109 2022/06/25 19:24:02 - mmengine - INFO - Epoch(train) [30][1340/3757] lr: 9.373e-03 eta: 1 day, 17:21:36 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 4.3569 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9954 loss: 2.9954 2022/06/25 19:24:08 - mmengine - INFO - Epoch(train) [30][1360/3757] lr: 9.373e-03 eta: 1 day, 17:21:30 time: 0.270 data_time: 0.003 memory: 5036 grad_norm: 5.3036 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2669 loss: 3.2669 2022/06/25 19:24:13 - mmengine - INFO - Epoch(train) [30][1380/3757] lr: 9.373e-03 eta: 1 day, 17:21:24 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 5.3260 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.7605 loss: 2.7605 2022/06/25 19:24:18 - mmengine - INFO - Epoch(train) [30][1400/3757] lr: 9.373e-03 eta: 1 day, 17:21:18 time: 0.257 data_time: 0.002 memory: 5036 grad_norm: 5.2158 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7617 loss: 2.7617 2022/06/25 19:24:23 - mmengine - INFO - Epoch(train) [30][1420/3757] lr: 9.373e-03 eta: 1 day, 17:21:13 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 5.0124 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8768 loss: 2.8768 2022/06/25 19:24:28 - mmengine - INFO - Epoch(train) [30][1440/3757] lr: 9.373e-03 eta: 1 day, 17:21:07 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 5.8409 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.2146 loss: 3.2146 2022/06/25 19:24:33 - mmengine - INFO - Epoch(train) [30][1460/3757] lr: 9.373e-03 eta: 1 day, 17:21:01 time: 0.243 data_time: 0.002 memory: 5036 grad_norm: 5.6837 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5262 loss: 2.5262 2022/06/25 19:24:39 - mmengine - INFO - Epoch(train) [30][1480/3757] lr: 9.373e-03 eta: 1 day, 17:20:58 time: 0.271 data_time: 0.003 memory: 5036 grad_norm: 4.9882 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.2745 loss: 3.2745 2022/06/25 19:24:44 - mmengine - INFO - Epoch(train) [30][1500/3757] lr: 9.373e-03 eta: 1 day, 17:20:52 time: 0.272 data_time: 0.003 memory: 5036 grad_norm: 4.7097 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8733 loss: 2.8733 2022/06/25 19:24:49 - mmengine - INFO - Epoch(train) [30][1520/3757] lr: 9.373e-03 eta: 1 day, 17:20:47 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 5.1224 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8302 loss: 2.8302 2022/06/25 19:24:55 - mmengine - INFO - Epoch(train) [30][1540/3757] lr: 9.373e-03 eta: 1 day, 17:20:43 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 4.4696 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8904 loss: 2.8904 2022/06/25 19:25:00 - mmengine - INFO - Epoch(train) [30][1560/3757] lr: 9.373e-03 eta: 1 day, 17:20:37 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 4.5501 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.1116 loss: 3.1116 2022/06/25 19:25:05 - mmengine - INFO - Epoch(train) [30][1580/3757] lr: 9.373e-03 eta: 1 day, 17:20:32 time: 0.287 data_time: 0.002 memory: 5036 grad_norm: 4.6603 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.7394 loss: 2.7394 2022/06/25 19:25:11 - mmengine - INFO - Epoch(train) [30][1600/3757] lr: 9.373e-03 eta: 1 day, 17:20:29 time: 0.291 data_time: 0.002 memory: 5036 grad_norm: 4.6103 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.3154 loss: 3.3154 2022/06/25 19:25:17 - mmengine - INFO - Epoch(train) [30][1620/3757] lr: 9.373e-03 eta: 1 day, 17:20:25 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 5.2109 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0978 loss: 3.0978 2022/06/25 19:25:22 - mmengine - INFO - Epoch(train) [30][1640/3757] lr: 9.373e-03 eta: 1 day, 17:20:19 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 4.8780 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9214 loss: 2.9214 2022/06/25 19:25:27 - mmengine - INFO - Epoch(train) [30][1660/3757] lr: 9.373e-03 eta: 1 day, 17:20:14 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 4.8375 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.4295 loss: 3.4295 2022/06/25 19:25:32 - mmengine - INFO - Epoch(train) [30][1680/3757] lr: 9.373e-03 eta: 1 day, 17:20:09 time: 0.277 data_time: 0.002 memory: 5036 grad_norm: 4.3382 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9997 loss: 2.9997 2022/06/25 19:25:38 - mmengine - INFO - Epoch(train) [30][1700/3757] lr: 9.373e-03 eta: 1 day, 17:20:04 time: 0.244 data_time: 0.003 memory: 5036 grad_norm: 4.6993 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.6491 loss: 3.6491 2022/06/25 19:25:43 - mmengine - INFO - Epoch(train) [30][1720/3757] lr: 9.373e-03 eta: 1 day, 17:19:58 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 4.8967 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.2705 loss: 3.2705 2022/06/25 19:25:48 - mmengine - INFO - Epoch(train) [30][1740/3757] lr: 9.373e-03 eta: 1 day, 17:19:53 time: 0.268 data_time: 0.006 memory: 5036 grad_norm: 4.4107 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.0639 loss: 3.0639 2022/06/25 19:25:53 - mmengine - INFO - Epoch(train) [30][1760/3757] lr: 9.373e-03 eta: 1 day, 17:19:47 time: 0.271 data_time: 0.003 memory: 5036 grad_norm: 5.1798 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.7339 loss: 2.7339 2022/06/25 19:25:59 - mmengine - INFO - Epoch(train) [30][1780/3757] lr: 9.373e-03 eta: 1 day, 17:19:42 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 5.1450 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.3023 loss: 3.3023 2022/06/25 19:26:04 - mmengine - INFO - Epoch(train) [30][1800/3757] lr: 9.373e-03 eta: 1 day, 17:19:36 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 5.4842 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2844 loss: 3.2844 2022/06/25 19:26:09 - mmengine - INFO - Epoch(train) [30][1820/3757] lr: 9.373e-03 eta: 1 day, 17:19:31 time: 0.249 data_time: 0.012 memory: 5036 grad_norm: 4.8335 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.3173 loss: 3.3173 2022/06/25 19:26:14 - mmengine - INFO - Epoch(train) [30][1840/3757] lr: 9.373e-03 eta: 1 day, 17:19:25 time: 0.266 data_time: 0.002 memory: 5036 grad_norm: 4.9625 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7114 loss: 2.7114 2022/06/25 19:26:20 - mmengine - INFO - Epoch(train) [30][1860/3757] lr: 9.373e-03 eta: 1 day, 17:19:21 time: 0.258 data_time: 0.002 memory: 5036 grad_norm: 5.0115 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1138 loss: 3.1138 2022/06/25 19:26:25 - mmengine - INFO - Epoch(train) [30][1880/3757] lr: 9.373e-03 eta: 1 day, 17:19:15 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 4.2786 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8627 loss: 2.8627 2022/06/25 19:26:30 - mmengine - INFO - Epoch(train) [30][1900/3757] lr: 9.373e-03 eta: 1 day, 17:19:10 time: 0.261 data_time: 0.010 memory: 5036 grad_norm: 5.0821 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.5954 loss: 3.5954 2022/06/25 19:26:35 - mmengine - INFO - Epoch(train) [30][1920/3757] lr: 9.373e-03 eta: 1 day, 17:19:04 time: 0.272 data_time: 0.002 memory: 5036 grad_norm: 4.8060 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.1146 loss: 3.1146 2022/06/25 19:26:41 - mmengine - INFO - Epoch(train) [30][1940/3757] lr: 9.373e-03 eta: 1 day, 17:18:59 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 4.8300 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 3.2549 loss: 3.2549 2022/06/25 19:26:46 - mmengine - INFO - Epoch(train) [30][1960/3757] lr: 9.373e-03 eta: 1 day, 17:18:53 time: 0.269 data_time: 0.002 memory: 5036 grad_norm: 4.2055 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.2113 loss: 3.2113 2022/06/25 19:26:51 - mmengine - INFO - Epoch(train) [30][1980/3757] lr: 9.373e-03 eta: 1 day, 17:18:47 time: 0.256 data_time: 0.005 memory: 5036 grad_norm: 4.8504 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.9348 loss: 2.9348 2022/06/25 19:26:56 - mmengine - INFO - Epoch(train) [30][2000/3757] lr: 9.373e-03 eta: 1 day, 17:18:42 time: 0.276 data_time: 0.003 memory: 5036 grad_norm: 4.4802 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0825 loss: 3.0825 2022/06/25 19:27:01 - mmengine - INFO - Epoch(train) [30][2020/3757] lr: 9.373e-03 eta: 1 day, 17:18:36 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 4.7179 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0447 loss: 3.0447 2022/06/25 19:27:07 - mmengine - INFO - Epoch(train) [30][2040/3757] lr: 9.373e-03 eta: 1 day, 17:18:32 time: 0.264 data_time: 0.002 memory: 5036 grad_norm: 5.3774 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.8492 loss: 2.8492 2022/06/25 19:27:09 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 19:27:12 - mmengine - INFO - Epoch(train) [30][2060/3757] lr: 9.373e-03 eta: 1 day, 17:18:26 time: 0.260 data_time: 0.002 memory: 5036 grad_norm: 4.6436 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.1815 loss: 3.1815 2022/06/25 19:27:17 - mmengine - INFO - Epoch(train) [30][2080/3757] lr: 9.373e-03 eta: 1 day, 17:18:21 time: 0.241 data_time: 0.003 memory: 5036 grad_norm: 5.2750 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.1486 loss: 3.1486 2022/06/25 19:27:22 - mmengine - INFO - Epoch(train) [30][2100/3757] lr: 9.373e-03 eta: 1 day, 17:18:15 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 5.4722 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.3611 loss: 3.3611 2022/06/25 19:27:28 - mmengine - INFO - Epoch(train) [30][2120/3757] lr: 9.373e-03 eta: 1 day, 17:18:12 time: 0.271 data_time: 0.002 memory: 5036 grad_norm: 5.0807 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.1632 loss: 3.1632 2022/06/25 19:27:33 - mmengine - INFO - Epoch(train) [30][2140/3757] lr: 9.373e-03 eta: 1 day, 17:18:06 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 4.9723 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7977 loss: 2.7977 2022/06/25 19:27:39 - mmengine - INFO - Epoch(train) [30][2160/3757] lr: 9.373e-03 eta: 1 day, 17:18:02 time: 0.249 data_time: 0.005 memory: 5036 grad_norm: 4.2887 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0183 loss: 3.0183 2022/06/25 19:27:44 - mmengine - INFO - Epoch(train) [30][2180/3757] lr: 9.373e-03 eta: 1 day, 17:17:55 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 4.9873 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.7367 loss: 2.7367 2022/06/25 19:27:49 - mmengine - INFO - Epoch(train) [30][2200/3757] lr: 9.373e-03 eta: 1 day, 17:17:51 time: 0.246 data_time: 0.005 memory: 5036 grad_norm: 5.3662 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6958 loss: 2.6958 2022/06/25 19:27:54 - mmengine - INFO - Epoch(train) [30][2220/3757] lr: 9.373e-03 eta: 1 day, 17:17:45 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 5.1326 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0180 loss: 3.0180 2022/06/25 19:28:00 - mmengine - INFO - Epoch(train) [30][2240/3757] lr: 9.373e-03 eta: 1 day, 17:17:40 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 5.0371 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.2498 loss: 3.2498 2022/06/25 19:28:05 - mmengine - INFO - Epoch(train) [30][2260/3757] lr: 9.373e-03 eta: 1 day, 17:17:34 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 5.2841 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1025 loss: 3.1025 2022/06/25 19:28:10 - mmengine - INFO - Epoch(train) [30][2280/3757] lr: 9.373e-03 eta: 1 day, 17:17:28 time: 0.249 data_time: 0.005 memory: 5036 grad_norm: 5.3439 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1385 loss: 3.1385 2022/06/25 19:28:15 - mmengine - INFO - Epoch(train) [30][2300/3757] lr: 9.373e-03 eta: 1 day, 17:17:22 time: 0.251 data_time: 0.008 memory: 5036 grad_norm: 5.1727 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.9722 loss: 2.9722 2022/06/25 19:28:20 - mmengine - INFO - Epoch(train) [30][2320/3757] lr: 9.373e-03 eta: 1 day, 17:17:17 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 4.6523 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 3.1411 loss: 3.1411 2022/06/25 19:28:25 - mmengine - INFO - Epoch(train) [30][2340/3757] lr: 9.373e-03 eta: 1 day, 17:17:11 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 4.7798 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.0478 loss: 3.0478 2022/06/25 19:28:31 - mmengine - INFO - Epoch(train) [30][2360/3757] lr: 9.373e-03 eta: 1 day, 17:17:07 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 4.6554 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6743 loss: 2.6743 2022/06/25 19:28:36 - mmengine - INFO - Epoch(train) [30][2380/3757] lr: 9.373e-03 eta: 1 day, 17:17:02 time: 0.277 data_time: 0.028 memory: 5036 grad_norm: 5.1578 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1731 loss: 3.1731 2022/06/25 19:28:41 - mmengine - INFO - Epoch(train) [30][2400/3757] lr: 9.373e-03 eta: 1 day, 17:16:56 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 5.3102 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9683 loss: 2.9683 2022/06/25 19:28:46 - mmengine - INFO - Epoch(train) [30][2420/3757] lr: 9.373e-03 eta: 1 day, 17:16:50 time: 0.247 data_time: 0.005 memory: 5036 grad_norm: 4.9695 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.9826 loss: 3.9826 2022/06/25 19:28:52 - mmengine - INFO - Epoch(train) [30][2440/3757] lr: 9.373e-03 eta: 1 day, 17:16:43 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 5.0418 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.9582 loss: 2.9582 2022/06/25 19:28:57 - mmengine - INFO - Epoch(train) [30][2460/3757] lr: 9.373e-03 eta: 1 day, 17:16:38 time: 0.250 data_time: 0.005 memory: 5036 grad_norm: 5.0765 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.4473 loss: 3.4473 2022/06/25 19:29:02 - mmengine - INFO - Epoch(train) [30][2480/3757] lr: 9.373e-03 eta: 1 day, 17:16:31 time: 0.258 data_time: 0.011 memory: 5036 grad_norm: 4.9470 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8412 loss: 2.8412 2022/06/25 19:29:07 - mmengine - INFO - Epoch(train) [30][2500/3757] lr: 9.373e-03 eta: 1 day, 17:16:27 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 4.9399 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1793 loss: 3.1793 2022/06/25 19:29:12 - mmengine - INFO - Epoch(train) [30][2520/3757] lr: 9.373e-03 eta: 1 day, 17:16:21 time: 0.258 data_time: 0.014 memory: 5036 grad_norm: 5.4340 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.1546 loss: 3.1546 2022/06/25 19:29:18 - mmengine - INFO - Epoch(train) [30][2540/3757] lr: 9.373e-03 eta: 1 day, 17:16:16 time: 0.256 data_time: 0.013 memory: 5036 grad_norm: 4.5312 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2371 loss: 3.2371 2022/06/25 19:29:23 - mmengine - INFO - Epoch(train) [30][2560/3757] lr: 9.373e-03 eta: 1 day, 17:16:10 time: 0.270 data_time: 0.014 memory: 5036 grad_norm: 4.3784 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.7878 loss: 2.7878 2022/06/25 19:29:28 - mmengine - INFO - Epoch(train) [30][2580/3757] lr: 9.373e-03 eta: 1 day, 17:16:05 time: 0.266 data_time: 0.002 memory: 5036 grad_norm: 5.0334 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4598 loss: 2.4598 2022/06/25 19:29:33 - mmengine - INFO - Epoch(train) [30][2600/3757] lr: 9.373e-03 eta: 1 day, 17:15:58 time: 0.256 data_time: 0.017 memory: 5036 grad_norm: 4.7041 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.2545 loss: 3.2545 2022/06/25 19:29:38 - mmengine - INFO - Epoch(train) [30][2620/3757] lr: 9.373e-03 eta: 1 day, 17:15:53 time: 0.253 data_time: 0.010 memory: 5036 grad_norm: 5.1518 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.9545 loss: 2.9545 2022/06/25 19:29:44 - mmengine - INFO - Epoch(train) [30][2640/3757] lr: 9.373e-03 eta: 1 day, 17:15:48 time: 0.263 data_time: 0.011 memory: 5036 grad_norm: 4.6067 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9276 loss: 2.9276 2022/06/25 19:29:49 - mmengine - INFO - Epoch(train) [30][2660/3757] lr: 9.373e-03 eta: 1 day, 17:15:42 time: 0.259 data_time: 0.002 memory: 5036 grad_norm: 5.2440 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.1873 loss: 3.1873 2022/06/25 19:29:54 - mmengine - INFO - Epoch(train) [30][2680/3757] lr: 9.373e-03 eta: 1 day, 17:15:36 time: 0.254 data_time: 0.014 memory: 5036 grad_norm: 4.5201 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.3857 loss: 3.3857 2022/06/25 19:29:59 - mmengine - INFO - Epoch(train) [30][2700/3757] lr: 9.373e-03 eta: 1 day, 17:15:31 time: 0.251 data_time: 0.008 memory: 5036 grad_norm: 4.7797 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.6781 loss: 3.6781 2022/06/25 19:30:04 - mmengine - INFO - Epoch(train) [30][2720/3757] lr: 9.373e-03 eta: 1 day, 17:15:25 time: 0.267 data_time: 0.002 memory: 5036 grad_norm: 5.0451 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 2.8937 loss: 2.8937 2022/06/25 19:30:10 - mmengine - INFO - Epoch(train) [30][2740/3757] lr: 9.373e-03 eta: 1 day, 17:15:19 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 5.6709 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.3692 loss: 3.3692 2022/06/25 19:30:15 - mmengine - INFO - Epoch(train) [30][2760/3757] lr: 9.373e-03 eta: 1 day, 17:15:14 time: 0.253 data_time: 0.014 memory: 5036 grad_norm: 4.9766 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.9354 loss: 2.9354 2022/06/25 19:30:20 - mmengine - INFO - Epoch(train) [30][2780/3757] lr: 9.373e-03 eta: 1 day, 17:15:09 time: 0.259 data_time: 0.002 memory: 5036 grad_norm: 4.4566 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2145 loss: 3.2145 2022/06/25 19:30:27 - mmengine - INFO - Epoch(train) [30][2800/3757] lr: 9.373e-03 eta: 1 day, 17:15:10 time: 1.352 data_time: 0.011 memory: 5036 grad_norm: 4.3425 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0362 loss: 3.0362 2022/06/25 19:30:32 - mmengine - INFO - Epoch(train) [30][2820/3757] lr: 9.373e-03 eta: 1 day, 17:15:04 time: 0.240 data_time: 0.003 memory: 5036 grad_norm: 5.0892 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.3985 loss: 3.3985 2022/06/25 19:30:37 - mmengine - INFO - Epoch(train) [30][2840/3757] lr: 9.373e-03 eta: 1 day, 17:14:58 time: 0.246 data_time: 0.008 memory: 5036 grad_norm: 4.9557 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.1772 loss: 3.1772 2022/06/25 19:30:42 - mmengine - INFO - Epoch(train) [30][2860/3757] lr: 9.373e-03 eta: 1 day, 17:14:53 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 4.5882 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.5769 loss: 3.5769 2022/06/25 19:30:48 - mmengine - INFO - Epoch(train) [30][2880/3757] lr: 9.373e-03 eta: 1 day, 17:14:48 time: 0.277 data_time: 0.002 memory: 5036 grad_norm: 5.0688 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2247 loss: 3.2247 2022/06/25 19:30:53 - mmengine - INFO - Epoch(train) [30][2900/3757] lr: 9.373e-03 eta: 1 day, 17:14:42 time: 0.249 data_time: 0.005 memory: 5036 grad_norm: 5.3264 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9147 loss: 2.9147 2022/06/25 19:30:58 - mmengine - INFO - Epoch(train) [30][2920/3757] lr: 9.373e-03 eta: 1 day, 17:14:36 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 5.3853 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.2821 loss: 3.2821 2022/06/25 19:31:03 - mmengine - INFO - Epoch(train) [30][2940/3757] lr: 9.373e-03 eta: 1 day, 17:14:30 time: 0.255 data_time: 0.005 memory: 5036 grad_norm: 5.1198 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.3577 loss: 3.3577 2022/06/25 19:31:08 - mmengine - INFO - Epoch(train) [30][2960/3757] lr: 9.373e-03 eta: 1 day, 17:14:25 time: 0.264 data_time: 0.005 memory: 5036 grad_norm: 4.8244 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5828 loss: 2.5828 2022/06/25 19:31:13 - mmengine - INFO - Epoch(train) [30][2980/3757] lr: 9.373e-03 eta: 1 day, 17:14:19 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 4.7674 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.7986 loss: 2.7986 2022/06/25 19:31:18 - mmengine - INFO - Epoch(train) [30][3000/3757] lr: 9.373e-03 eta: 1 day, 17:14:12 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 5.5084 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.4231 loss: 3.4231 2022/06/25 19:31:23 - mmengine - INFO - Epoch(train) [30][3020/3757] lr: 9.373e-03 eta: 1 day, 17:14:06 time: 0.258 data_time: 0.005 memory: 5036 grad_norm: 5.1594 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.7496 loss: 2.7496 2022/06/25 19:31:29 - mmengine - INFO - Epoch(train) [30][3040/3757] lr: 9.373e-03 eta: 1 day, 17:14:01 time: 0.265 data_time: 0.006 memory: 5036 grad_norm: 4.7429 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2184 loss: 3.2184 2022/06/25 19:31:31 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 19:31:34 - mmengine - INFO - Epoch(train) [30][3060/3757] lr: 9.373e-03 eta: 1 day, 17:13:55 time: 0.249 data_time: 0.005 memory: 5036 grad_norm: 4.7930 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1954 loss: 3.1954 2022/06/25 19:31:39 - mmengine - INFO - Epoch(train) [30][3080/3757] lr: 9.373e-03 eta: 1 day, 17:13:49 time: 0.251 data_time: 0.009 memory: 5036 grad_norm: 5.0749 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0396 loss: 3.0396 2022/06/25 19:31:44 - mmengine - INFO - Epoch(train) [30][3100/3757] lr: 9.373e-03 eta: 1 day, 17:13:44 time: 0.265 data_time: 0.002 memory: 5036 grad_norm: 4.7286 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.2315 loss: 3.2315 2022/06/25 19:31:49 - mmengine - INFO - Epoch(train) [30][3120/3757] lr: 9.373e-03 eta: 1 day, 17:13:38 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 4.8249 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.9240 loss: 2.9240 2022/06/25 19:31:55 - mmengine - INFO - Epoch(train) [30][3140/3757] lr: 9.373e-03 eta: 1 day, 17:13:32 time: 0.272 data_time: 0.008 memory: 5036 grad_norm: 5.4436 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 2.9418 loss: 2.9418 2022/06/25 19:32:00 - mmengine - INFO - Epoch(train) [30][3160/3757] lr: 9.373e-03 eta: 1 day, 17:13:26 time: 0.260 data_time: 0.020 memory: 5036 grad_norm: 4.8818 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.5175 loss: 3.5175 2022/06/25 19:32:05 - mmengine - INFO - Epoch(train) [30][3180/3757] lr: 9.373e-03 eta: 1 day, 17:13:20 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 5.6163 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.5770 loss: 2.5770 2022/06/25 19:32:10 - mmengine - INFO - Epoch(train) [30][3200/3757] lr: 9.373e-03 eta: 1 day, 17:13:15 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 5.3029 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9449 loss: 2.9449 2022/06/25 19:32:15 - mmengine - INFO - Epoch(train) [30][3220/3757] lr: 9.373e-03 eta: 1 day, 17:13:10 time: 0.274 data_time: 0.008 memory: 5036 grad_norm: 5.0776 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.2472 loss: 3.2472 2022/06/25 19:32:20 - mmengine - INFO - Epoch(train) [30][3240/3757] lr: 9.373e-03 eta: 1 day, 17:13:04 time: 0.266 data_time: 0.029 memory: 5036 grad_norm: 4.8332 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8581 loss: 2.8581 2022/06/25 19:32:26 - mmengine - INFO - Epoch(train) [30][3260/3757] lr: 9.373e-03 eta: 1 day, 17:12:58 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 5.5445 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.3013 loss: 3.3013 2022/06/25 19:32:31 - mmengine - INFO - Epoch(train) [30][3280/3757] lr: 9.373e-03 eta: 1 day, 17:12:53 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 5.1613 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.1676 loss: 3.1676 2022/06/25 19:32:36 - mmengine - INFO - Epoch(train) [30][3300/3757] lr: 9.373e-03 eta: 1 day, 17:12:48 time: 0.272 data_time: 0.005 memory: 5036 grad_norm: 5.2713 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.3065 loss: 3.3065 2022/06/25 19:32:42 - mmengine - INFO - Epoch(train) [30][3320/3757] lr: 9.373e-03 eta: 1 day, 17:12:43 time: 0.268 data_time: 0.031 memory: 5036 grad_norm: 4.9591 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.0332 loss: 3.0332 2022/06/25 19:32:47 - mmengine - INFO - Epoch(train) [30][3340/3757] lr: 9.373e-03 eta: 1 day, 17:12:39 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 5.0184 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.4465 loss: 3.4465 2022/06/25 19:32:52 - mmengine - INFO - Epoch(train) [30][3360/3757] lr: 9.373e-03 eta: 1 day, 17:12:34 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 5.0676 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.8597 loss: 2.8597 2022/06/25 19:32:58 - mmengine - INFO - Epoch(train) [30][3380/3757] lr: 9.373e-03 eta: 1 day, 17:12:28 time: 0.265 data_time: 0.006 memory: 5036 grad_norm: 5.0731 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.3708 loss: 3.3708 2022/06/25 19:33:03 - mmengine - INFO - Epoch(train) [30][3400/3757] lr: 9.373e-03 eta: 1 day, 17:12:22 time: 0.272 data_time: 0.027 memory: 5036 grad_norm: 4.9364 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.9012 loss: 2.9012 2022/06/25 19:33:08 - mmengine - INFO - Epoch(train) [30][3420/3757] lr: 9.373e-03 eta: 1 day, 17:12:17 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 4.9310 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9201 loss: 2.9201 2022/06/25 19:33:13 - mmengine - INFO - Epoch(train) [30][3440/3757] lr: 9.373e-03 eta: 1 day, 17:12:12 time: 0.259 data_time: 0.002 memory: 5036 grad_norm: 4.9388 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0454 loss: 3.0454 2022/06/25 19:33:19 - mmengine - INFO - Epoch(train) [30][3460/3757] lr: 9.373e-03 eta: 1 day, 17:12:07 time: 0.266 data_time: 0.002 memory: 5036 grad_norm: 4.8683 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.1766 loss: 3.1766 2022/06/25 19:33:24 - mmengine - INFO - Epoch(train) [30][3480/3757] lr: 9.373e-03 eta: 1 day, 17:12:02 time: 0.264 data_time: 0.021 memory: 5036 grad_norm: 5.0849 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.2146 loss: 3.2146 2022/06/25 19:33:30 - mmengine - INFO - Epoch(train) [30][3500/3757] lr: 9.373e-03 eta: 1 day, 17:11:59 time: 0.257 data_time: 0.002 memory: 5036 grad_norm: 4.8298 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.4062 loss: 3.4062 2022/06/25 19:33:35 - mmengine - INFO - Epoch(train) [30][3520/3757] lr: 9.373e-03 eta: 1 day, 17:11:53 time: 0.257 data_time: 0.008 memory: 5036 grad_norm: 5.6161 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.5325 loss: 2.5325 2022/06/25 19:33:40 - mmengine - INFO - Epoch(train) [30][3540/3757] lr: 9.373e-03 eta: 1 day, 17:11:47 time: 0.257 data_time: 0.005 memory: 5036 grad_norm: 4.4856 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.4675 loss: 3.4675 2022/06/25 19:33:45 - mmengine - INFO - Epoch(train) [30][3560/3757] lr: 9.373e-03 eta: 1 day, 17:11:41 time: 0.253 data_time: 0.017 memory: 5036 grad_norm: 5.1290 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.3707 loss: 3.3707 2022/06/25 19:33:51 - mmengine - INFO - Epoch(train) [30][3580/3757] lr: 9.373e-03 eta: 1 day, 17:11:37 time: 0.258 data_time: 0.008 memory: 5036 grad_norm: 4.7944 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.0976 loss: 3.0976 2022/06/25 19:33:56 - mmengine - INFO - Epoch(train) [30][3600/3757] lr: 9.373e-03 eta: 1 day, 17:11:31 time: 0.257 data_time: 0.005 memory: 5036 grad_norm: 6.0587 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.4965 loss: 3.4965 2022/06/25 19:34:01 - mmengine - INFO - Epoch(train) [30][3620/3757] lr: 9.373e-03 eta: 1 day, 17:11:25 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 5.2725 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.2675 loss: 3.2675 2022/06/25 19:34:06 - mmengine - INFO - Epoch(train) [30][3640/3757] lr: 9.373e-03 eta: 1 day, 17:11:19 time: 0.250 data_time: 0.008 memory: 5036 grad_norm: 5.3140 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.1284 loss: 3.1284 2022/06/25 19:34:12 - mmengine - INFO - Epoch(train) [30][3660/3757] lr: 9.373e-03 eta: 1 day, 17:11:16 time: 0.256 data_time: 0.005 memory: 5036 grad_norm: 4.7934 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1152 loss: 3.1152 2022/06/25 19:34:17 - mmengine - INFO - Epoch(train) [30][3680/3757] lr: 9.373e-03 eta: 1 day, 17:11:10 time: 0.247 data_time: 0.006 memory: 5036 grad_norm: 5.4298 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5818 loss: 2.5818 2022/06/25 19:34:22 - mmengine - INFO - Epoch(train) [30][3700/3757] lr: 9.373e-03 eta: 1 day, 17:11:04 time: 0.245 data_time: 0.005 memory: 5036 grad_norm: 5.3073 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7556 loss: 2.7556 2022/06/25 19:34:27 - mmengine - INFO - Epoch(train) [30][3720/3757] lr: 9.373e-03 eta: 1 day, 17:10:58 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 6.1199 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.3326 loss: 3.3326 2022/06/25 19:34:32 - mmengine - INFO - Epoch(train) [30][3740/3757] lr: 9.373e-03 eta: 1 day, 17:10:52 time: 0.235 data_time: 0.007 memory: 5036 grad_norm: 6.0091 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2043 loss: 3.2043 2022/06/25 19:34:36 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 19:34:36 - mmengine - INFO - Saving checkpoint at 30 epochs 2022/06/25 19:34:49 - mmengine - INFO - Epoch(val) [30][20/310] eta: 0:01:47 time: 0.103 data_time: 0.001 memory: 5036 2022/06/25 19:34:54 - mmengine - INFO - Epoch(val) [30][40/310] eta: 0:01:30 time: 0.103 data_time: 0.001 memory: 1723 2022/06/25 19:34:58 - mmengine - INFO - Epoch(val) [30][60/310] eta: 0:00:26 time: 0.104 data_time: 0.005 memory: 1723 2022/06/25 19:35:03 - mmengine - INFO - Epoch(val) [30][80/310] eta: 0:00:24 time: 0.104 data_time: 0.002 memory: 1723 2022/06/25 19:35:10 - mmengine - INFO - Epoch(val) [30][100/310] eta: 0:01:11 time: 0.099 data_time: 0.002 memory: 1723 2022/06/25 19:35:15 - mmengine - INFO - Epoch(val) [30][120/310] eta: 0:01:06 time: 0.103 data_time: 0.001 memory: 1723 2022/06/25 19:35:19 - mmengine - INFO - Epoch(val) [30][140/310] eta: 0:00:17 time: 0.111 data_time: 0.004 memory: 1723 2022/06/25 19:35:24 - mmengine - INFO - Epoch(val) [30][160/310] eta: 0:00:15 time: 0.104 data_time: 0.002 memory: 1723 2022/06/25 19:35:31 - mmengine - INFO - Epoch(val) [30][180/310] eta: 0:00:50 time: 0.109 data_time: 0.002 memory: 1723 2022/06/25 19:35:36 - mmengine - INFO - Epoch(val) [30][200/310] eta: 0:00:42 time: 0.103 data_time: 0.001 memory: 1723 2022/06/25 19:35:41 - mmengine - INFO - Epoch(val) [30][220/310] eta: 0:00:09 time: 0.103 data_time: 0.001 memory: 1723 2022/06/25 19:35:45 - mmengine - INFO - Epoch(val) [30][240/310] eta: 0:00:07 time: 0.108 data_time: 0.001 memory: 1723 2022/06/25 19:35:52 - mmengine - INFO - Epoch(val) [30][260/310] eta: 0:00:17 time: 0.103 data_time: 0.001 memory: 1723 2022/06/25 19:35:56 - mmengine - INFO - Epoch(val) [30][280/310] eta: 0:00:08 time: 0.103 data_time: 0.001 memory: 1723 2022/06/25 19:35:58 - mmengine - INFO - Epoch(val) [30][300/310] eta: 0:00:01 time: 0.102 data_time: 0.001 memory: 1723 2022/06/25 19:36:01 - mmengine - INFO - Epoch(val) [30][310/310] acc/top1: 0.3807 acc/top5: 0.6533 acc/mean1: 0.3806 2022/06/25 19:36:11 - mmengine - INFO - Epoch(train) [31][20/3757] lr: 9.330e-03 eta: 1 day, 17:10:55 time: 0.256 data_time: 0.002 memory: 5036 grad_norm: 4.8713 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.2804 loss: 3.2804 2022/06/25 19:36:16 - mmengine - INFO - Epoch(train) [31][40/3757] lr: 9.330e-03 eta: 1 day, 17:10:49 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 5.0712 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6974 loss: 2.6974 2022/06/25 19:36:21 - mmengine - INFO - Epoch(train) [31][60/3757] lr: 9.330e-03 eta: 1 day, 17:10:44 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 4.7369 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.5300 loss: 3.5300 2022/06/25 19:36:26 - mmengine - INFO - Epoch(train) [31][80/3757] lr: 9.330e-03 eta: 1 day, 17:10:38 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 5.2400 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0118 loss: 3.0118 2022/06/25 19:36:31 - mmengine - INFO - Epoch(train) [31][100/3757] lr: 9.330e-03 eta: 1 day, 17:10:32 time: 0.260 data_time: 0.018 memory: 5036 grad_norm: 4.6702 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 3.1226 loss: 3.1226 2022/06/25 19:36:37 - mmengine - INFO - Epoch(train) [31][120/3757] lr: 9.330e-03 eta: 1 day, 17:10:28 time: 0.294 data_time: 0.002 memory: 5036 grad_norm: 4.3395 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.9509 loss: 2.9509 2022/06/25 19:36:42 - mmengine - INFO - Epoch(train) [31][140/3757] lr: 9.330e-03 eta: 1 day, 17:10:22 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 4.9001 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9690 loss: 2.9690 2022/06/25 19:36:47 - mmengine - INFO - Epoch(train) [31][160/3757] lr: 9.330e-03 eta: 1 day, 17:10:17 time: 0.243 data_time: 0.003 memory: 5036 grad_norm: 4.9263 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.0114 loss: 3.0114 2022/06/25 19:36:53 - mmengine - INFO - Epoch(train) [31][180/3757] lr: 9.330e-03 eta: 1 day, 17:10:13 time: 0.273 data_time: 0.002 memory: 5036 grad_norm: 4.9156 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.2258 loss: 3.2258 2022/06/25 19:36:58 - mmengine - INFO - Epoch(train) [31][200/3757] lr: 9.330e-03 eta: 1 day, 17:10:09 time: 0.245 data_time: 0.007 memory: 5036 grad_norm: 4.6716 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2163 loss: 3.2163 2022/06/25 19:37:03 - mmengine - INFO - Epoch(train) [31][220/3757] lr: 9.330e-03 eta: 1 day, 17:10:03 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 4.8899 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.9249 loss: 2.9249 2022/06/25 19:37:09 - mmengine - INFO - Epoch(train) [31][240/3757] lr: 9.330e-03 eta: 1 day, 17:09:58 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 5.5926 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.2327 loss: 3.2327 2022/06/25 19:37:14 - mmengine - INFO - Epoch(train) [31][260/3757] lr: 9.330e-03 eta: 1 day, 17:09:52 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 4.9285 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.2606 loss: 3.2606 2022/06/25 19:37:19 - mmengine - INFO - Epoch(train) [31][280/3757] lr: 9.330e-03 eta: 1 day, 17:09:49 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 4.5511 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8435 loss: 2.8435 2022/06/25 19:37:22 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 19:37:25 - mmengine - INFO - Epoch(train) [31][300/3757] lr: 9.330e-03 eta: 1 day, 17:09:42 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 5.3728 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8092 loss: 2.8092 2022/06/25 19:37:30 - mmengine - INFO - Epoch(train) [31][320/3757] lr: 9.330e-03 eta: 1 day, 17:09:38 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 5.1742 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.0141 loss: 3.0141 2022/06/25 19:37:35 - mmengine - INFO - Epoch(train) [31][340/3757] lr: 9.330e-03 eta: 1 day, 17:09:32 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 4.9768 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7213 loss: 2.7213 2022/06/25 19:37:41 - mmengine - INFO - Epoch(train) [31][360/3757] lr: 9.330e-03 eta: 1 day, 17:09:29 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 4.5400 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.1874 loss: 3.1874 2022/06/25 19:37:46 - mmengine - INFO - Epoch(train) [31][380/3757] lr: 9.330e-03 eta: 1 day, 17:09:23 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 4.8190 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1169 loss: 3.1169 2022/06/25 19:37:51 - mmengine - INFO - Epoch(train) [31][400/3757] lr: 9.330e-03 eta: 1 day, 17:09:18 time: 0.248 data_time: 0.005 memory: 5036 grad_norm: 4.8720 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.1072 loss: 3.1072 2022/06/25 19:37:56 - mmengine - INFO - Epoch(train) [31][420/3757] lr: 9.330e-03 eta: 1 day, 17:09:12 time: 0.256 data_time: 0.002 memory: 5036 grad_norm: 4.9872 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7852 loss: 2.7852 2022/06/25 19:38:02 - mmengine - INFO - Epoch(train) [31][440/3757] lr: 9.330e-03 eta: 1 day, 17:09:07 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 4.8144 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9970 loss: 2.9970 2022/06/25 19:38:07 - mmengine - INFO - Epoch(train) [31][460/3757] lr: 9.330e-03 eta: 1 day, 17:09:02 time: 0.350 data_time: 0.002 memory: 5036 grad_norm: 5.2975 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.0019 loss: 3.0019 2022/06/25 19:38:12 - mmengine - INFO - Epoch(train) [31][480/3757] lr: 9.330e-03 eta: 1 day, 17:08:56 time: 0.246 data_time: 0.006 memory: 5036 grad_norm: 4.8749 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.5824 loss: 2.5824 2022/06/25 19:38:18 - mmengine - INFO - Epoch(train) [31][500/3757] lr: 9.330e-03 eta: 1 day, 17:08:53 time: 0.273 data_time: 0.002 memory: 5036 grad_norm: 5.6297 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.4906 loss: 3.4906 2022/06/25 19:38:23 - mmengine - INFO - Epoch(train) [31][520/3757] lr: 9.330e-03 eta: 1 day, 17:08:47 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 4.8734 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9245 loss: 2.9245 2022/06/25 19:38:28 - mmengine - INFO - Epoch(train) [31][540/3757] lr: 9.330e-03 eta: 1 day, 17:08:42 time: 0.245 data_time: 0.009 memory: 5036 grad_norm: 5.0152 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.5406 loss: 3.5406 2022/06/25 19:38:33 - mmengine - INFO - Epoch(train) [31][560/3757] lr: 9.330e-03 eta: 1 day, 17:08:36 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 5.0286 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.9681 loss: 2.9681 2022/06/25 19:38:38 - mmengine - INFO - Epoch(train) [31][580/3757] lr: 9.330e-03 eta: 1 day, 17:08:30 time: 0.256 data_time: 0.013 memory: 5036 grad_norm: 5.8586 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.1857 loss: 3.1857 2022/06/25 19:38:44 - mmengine - INFO - Epoch(train) [31][600/3757] lr: 9.330e-03 eta: 1 day, 17:08:24 time: 0.250 data_time: 0.005 memory: 5036 grad_norm: 5.0739 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2525 loss: 3.2525 2022/06/25 19:38:49 - mmengine - INFO - Epoch(train) [31][620/3757] lr: 9.330e-03 eta: 1 day, 17:08:17 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 4.8257 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 3.2888 loss: 3.2888 2022/06/25 19:38:54 - mmengine - INFO - Epoch(train) [31][640/3757] lr: 9.330e-03 eta: 1 day, 17:08:11 time: 0.247 data_time: 0.008 memory: 5036 grad_norm: 4.7250 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2102 loss: 3.2102 2022/06/25 19:39:00 - mmengine - INFO - Epoch(train) [31][660/3757] lr: 9.330e-03 eta: 1 day, 17:08:09 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 5.1289 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.9402 loss: 2.9402 2022/06/25 19:39:05 - mmengine - INFO - Epoch(train) [31][680/3757] lr: 9.330e-03 eta: 1 day, 17:08:03 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 4.7971 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.4487 loss: 3.4487 2022/06/25 19:39:10 - mmengine - INFO - Epoch(train) [31][700/3757] lr: 9.330e-03 eta: 1 day, 17:07:57 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 5.1257 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8929 loss: 2.8929 2022/06/25 19:39:15 - mmengine - INFO - Epoch(train) [31][720/3757] lr: 9.330e-03 eta: 1 day, 17:07:51 time: 0.252 data_time: 0.005 memory: 5036 grad_norm: 5.1452 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0484 loss: 3.0484 2022/06/25 19:39:21 - mmengine - INFO - Epoch(train) [31][740/3757] lr: 9.330e-03 eta: 1 day, 17:07:48 time: 0.263 data_time: 0.002 memory: 5036 grad_norm: 5.8682 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.1087 loss: 3.1087 2022/06/25 19:39:26 - mmengine - INFO - Epoch(train) [31][760/3757] lr: 9.330e-03 eta: 1 day, 17:07:42 time: 0.243 data_time: 0.002 memory: 5036 grad_norm: 5.2584 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 3.1235 loss: 3.1235 2022/06/25 19:39:31 - mmengine - INFO - Epoch(train) [31][780/3757] lr: 9.330e-03 eta: 1 day, 17:07:36 time: 0.248 data_time: 0.005 memory: 5036 grad_norm: 5.0727 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.3661 loss: 3.3661 2022/06/25 19:39:36 - mmengine - INFO - Epoch(train) [31][800/3757] lr: 9.330e-03 eta: 1 day, 17:07:30 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 4.9451 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.4448 loss: 3.4448 2022/06/25 19:39:42 - mmengine - INFO - Epoch(train) [31][820/3757] lr: 9.330e-03 eta: 1 day, 17:07:28 time: 0.251 data_time: 0.009 memory: 5036 grad_norm: 4.8506 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 3.2112 loss: 3.2112 2022/06/25 19:39:47 - mmengine - INFO - Epoch(train) [31][840/3757] lr: 9.330e-03 eta: 1 day, 17:07:22 time: 0.243 data_time: 0.005 memory: 5036 grad_norm: 5.1607 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.5153 loss: 3.5153 2022/06/25 19:39:52 - mmengine - INFO - Epoch(train) [31][860/3757] lr: 9.330e-03 eta: 1 day, 17:07:16 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 5.2631 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.2664 loss: 3.2664 2022/06/25 19:39:58 - mmengine - INFO - Epoch(train) [31][880/3757] lr: 9.330e-03 eta: 1 day, 17:07:13 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 4.9387 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0429 loss: 3.0429 2022/06/25 19:40:03 - mmengine - INFO - Epoch(train) [31][900/3757] lr: 9.330e-03 eta: 1 day, 17:07:07 time: 0.259 data_time: 0.005 memory: 5036 grad_norm: 4.9732 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8806 loss: 2.8806 2022/06/25 19:40:08 - mmengine - INFO - Epoch(train) [31][920/3757] lr: 9.330e-03 eta: 1 day, 17:07:01 time: 0.255 data_time: 0.005 memory: 5036 grad_norm: 5.2218 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0852 loss: 3.0852 2022/06/25 19:40:13 - mmengine - INFO - Epoch(train) [31][940/3757] lr: 9.330e-03 eta: 1 day, 17:06:55 time: 0.248 data_time: 0.005 memory: 5036 grad_norm: 5.8747 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2240 loss: 3.2240 2022/06/25 19:40:19 - mmengine - INFO - Epoch(train) [31][960/3757] lr: 9.330e-03 eta: 1 day, 17:06:52 time: 0.251 data_time: 0.009 memory: 5036 grad_norm: 4.6761 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4259 loss: 3.4259 2022/06/25 19:40:24 - mmengine - INFO - Epoch(train) [31][980/3757] lr: 9.330e-03 eta: 1 day, 17:06:46 time: 0.248 data_time: 0.005 memory: 5036 grad_norm: 5.3691 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1224 loss: 3.1224 2022/06/25 19:40:29 - mmengine - INFO - Epoch(train) [31][1000/3757] lr: 9.330e-03 eta: 1 day, 17:06:39 time: 0.245 data_time: 0.008 memory: 5036 grad_norm: 5.4602 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.3870 loss: 3.3870 2022/06/25 19:40:34 - mmengine - INFO - Epoch(train) [31][1020/3757] lr: 9.330e-03 eta: 1 day, 17:06:34 time: 0.247 data_time: 0.008 memory: 5036 grad_norm: 5.2567 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8765 loss: 2.8765 2022/06/25 19:40:40 - mmengine - INFO - Epoch(train) [31][1040/3757] lr: 9.330e-03 eta: 1 day, 17:06:30 time: 0.250 data_time: 0.008 memory: 5036 grad_norm: 4.7957 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.3382 loss: 3.3382 2022/06/25 19:40:45 - mmengine - INFO - Epoch(train) [31][1060/3757] lr: 9.330e-03 eta: 1 day, 17:06:24 time: 0.249 data_time: 0.008 memory: 5036 grad_norm: 5.1021 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.3692 loss: 3.3692 2022/06/25 19:40:50 - mmengine - INFO - Epoch(train) [31][1080/3757] lr: 9.330e-03 eta: 1 day, 17:06:18 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 4.3174 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.2685 loss: 3.2685 2022/06/25 19:40:55 - mmengine - INFO - Epoch(train) [31][1100/3757] lr: 9.330e-03 eta: 1 day, 17:06:12 time: 0.251 data_time: 0.007 memory: 5036 grad_norm: 5.3191 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6333 loss: 2.6333 2022/06/25 19:41:01 - mmengine - INFO - Epoch(train) [31][1120/3757] lr: 9.330e-03 eta: 1 day, 17:06:07 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 4.7144 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1835 loss: 3.1835 2022/06/25 19:41:06 - mmengine - INFO - Epoch(train) [31][1140/3757] lr: 9.330e-03 eta: 1 day, 17:06:01 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 5.2093 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0516 loss: 3.0516 2022/06/25 19:41:11 - mmengine - INFO - Epoch(train) [31][1160/3757] lr: 9.330e-03 eta: 1 day, 17:05:55 time: 0.252 data_time: 0.005 memory: 5036 grad_norm: 4.7867 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9157 loss: 2.9157 2022/06/25 19:41:16 - mmengine - INFO - Epoch(train) [31][1180/3757] lr: 9.330e-03 eta: 1 day, 17:05:49 time: 0.244 data_time: 0.007 memory: 5036 grad_norm: 4.8731 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0429 loss: 3.0429 2022/06/25 19:41:21 - mmengine - INFO - Epoch(train) [31][1200/3757] lr: 9.330e-03 eta: 1 day, 17:05:45 time: 0.251 data_time: 0.008 memory: 5036 grad_norm: 5.1907 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 2.9952 loss: 2.9952 2022/06/25 19:41:27 - mmengine - INFO - Epoch(train) [31][1220/3757] lr: 9.330e-03 eta: 1 day, 17:05:38 time: 0.251 data_time: 0.005 memory: 5036 grad_norm: 4.9025 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.7170 loss: 3.7170 2022/06/25 19:41:32 - mmengine - INFO - Epoch(train) [31][1240/3757] lr: 9.330e-03 eta: 1 day, 17:05:33 time: 0.246 data_time: 0.006 memory: 5036 grad_norm: 5.5359 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.0486 loss: 3.0486 2022/06/25 19:41:37 - mmengine - INFO - Epoch(train) [31][1260/3757] lr: 9.330e-03 eta: 1 day, 17:05:27 time: 0.265 data_time: 0.012 memory: 5036 grad_norm: 4.6925 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.1931 loss: 3.1931 2022/06/25 19:41:43 - mmengine - INFO - Epoch(train) [31][1280/3757] lr: 9.330e-03 eta: 1 day, 17:05:24 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 5.1414 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.3778 loss: 3.3778 2022/06/25 19:41:45 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 19:41:48 - mmengine - INFO - Epoch(train) [31][1300/3757] lr: 9.330e-03 eta: 1 day, 17:05:18 time: 0.247 data_time: 0.006 memory: 5036 grad_norm: 4.7860 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0533 loss: 3.0533 2022/06/25 19:41:53 - mmengine - INFO - Epoch(train) [31][1320/3757] lr: 9.330e-03 eta: 1 day, 17:05:12 time: 0.246 data_time: 0.008 memory: 5036 grad_norm: 5.4492 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.2751 loss: 3.2751 2022/06/25 19:41:58 - mmengine - INFO - Epoch(train) [31][1340/3757] lr: 9.330e-03 eta: 1 day, 17:05:06 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 4.6328 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7857 loss: 2.7857 2022/06/25 19:42:03 - mmengine - INFO - Epoch(train) [31][1360/3757] lr: 9.330e-03 eta: 1 day, 17:05:00 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 5.2630 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.2299 loss: 3.2299 2022/06/25 19:42:08 - mmengine - INFO - Epoch(train) [31][1380/3757] lr: 9.330e-03 eta: 1 day, 17:04:54 time: 0.256 data_time: 0.002 memory: 5036 grad_norm: 5.2234 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8524 loss: 2.8524 2022/06/25 19:42:13 - mmengine - INFO - Epoch(train) [31][1400/3757] lr: 9.330e-03 eta: 1 day, 17:04:48 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 4.8119 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0064 loss: 3.0064 2022/06/25 19:42:18 - mmengine - INFO - Epoch(train) [31][1420/3757] lr: 9.330e-03 eta: 1 day, 17:04:42 time: 0.250 data_time: 0.008 memory: 5036 grad_norm: 4.8379 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.6321 loss: 3.6321 2022/06/25 19:42:24 - mmengine - INFO - Epoch(train) [31][1440/3757] lr: 9.330e-03 eta: 1 day, 17:04:36 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 4.9828 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.3852 loss: 3.3852 2022/06/25 19:42:29 - mmengine - INFO - Epoch(train) [31][1460/3757] lr: 9.330e-03 eta: 1 day, 17:04:30 time: 0.248 data_time: 0.008 memory: 5036 grad_norm: 5.4749 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6263 loss: 2.6263 2022/06/25 19:42:34 - mmengine - INFO - Epoch(train) [31][1480/3757] lr: 9.330e-03 eta: 1 day, 17:04:24 time: 0.250 data_time: 0.005 memory: 5036 grad_norm: 5.4081 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0456 loss: 3.0456 2022/06/25 19:42:39 - mmengine - INFO - Epoch(train) [31][1500/3757] lr: 9.330e-03 eta: 1 day, 17:04:18 time: 0.253 data_time: 0.008 memory: 5036 grad_norm: 5.2939 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.3333 loss: 3.3333 2022/06/25 19:42:44 - mmengine - INFO - Epoch(train) [31][1520/3757] lr: 9.330e-03 eta: 1 day, 17:04:12 time: 0.251 data_time: 0.005 memory: 5036 grad_norm: 5.0767 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.0385 loss: 3.0385 2022/06/25 19:42:49 - mmengine - INFO - Epoch(train) [31][1540/3757] lr: 9.330e-03 eta: 1 day, 17:04:06 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 5.0971 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.3354 loss: 3.3354 2022/06/25 19:42:54 - mmengine - INFO - Epoch(train) [31][1560/3757] lr: 9.330e-03 eta: 1 day, 17:04:00 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 5.6519 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.1272 loss: 3.1272 2022/06/25 19:42:59 - mmengine - INFO - Epoch(train) [31][1580/3757] lr: 9.330e-03 eta: 1 day, 17:03:54 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 5.4608 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0928 loss: 3.0928 2022/06/25 19:43:05 - mmengine - INFO - Epoch(train) [31][1600/3757] lr: 9.330e-03 eta: 1 day, 17:03:48 time: 0.287 data_time: 0.002 memory: 5036 grad_norm: 5.4335 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.0166 loss: 3.0166 2022/06/25 19:43:10 - mmengine - INFO - Epoch(train) [31][1620/3757] lr: 9.330e-03 eta: 1 day, 17:03:43 time: 0.245 data_time: 0.006 memory: 5036 grad_norm: 5.2626 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7984 loss: 2.7984 2022/06/25 19:43:15 - mmengine - INFO - Epoch(train) [31][1640/3757] lr: 9.330e-03 eta: 1 day, 17:03:37 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 4.5424 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.1285 loss: 3.1285 2022/06/25 19:43:20 - mmengine - INFO - Epoch(train) [31][1660/3757] lr: 9.330e-03 eta: 1 day, 17:03:32 time: 0.253 data_time: 0.005 memory: 5036 grad_norm: 4.9592 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.8825 loss: 2.8825 2022/06/25 19:43:26 - mmengine - INFO - Epoch(train) [31][1680/3757] lr: 9.330e-03 eta: 1 day, 17:03:27 time: 0.457 data_time: 0.009 memory: 5036 grad_norm: 6.2031 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.3885 loss: 3.3885 2022/06/25 19:43:31 - mmengine - INFO - Epoch(train) [31][1700/3757] lr: 9.330e-03 eta: 1 day, 17:03:24 time: 0.263 data_time: 0.002 memory: 5036 grad_norm: 4.8629 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.9874 loss: 2.9874 2022/06/25 19:43:37 - mmengine - INFO - Epoch(train) [31][1720/3757] lr: 9.330e-03 eta: 1 day, 17:03:19 time: 0.259 data_time: 0.002 memory: 5036 grad_norm: 4.7400 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8851 loss: 2.8851 2022/06/25 19:43:42 - mmengine - INFO - Epoch(train) [31][1740/3757] lr: 9.330e-03 eta: 1 day, 17:03:14 time: 0.273 data_time: 0.028 memory: 5036 grad_norm: 5.1674 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0393 loss: 3.0393 2022/06/25 19:43:47 - mmengine - INFO - Epoch(train) [31][1760/3757] lr: 9.330e-03 eta: 1 day, 17:03:09 time: 0.268 data_time: 0.003 memory: 5036 grad_norm: 5.1058 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7427 loss: 2.7427 2022/06/25 19:43:52 - mmengine - INFO - Epoch(train) [31][1780/3757] lr: 9.330e-03 eta: 1 day, 17:03:03 time: 0.263 data_time: 0.002 memory: 5036 grad_norm: 5.9951 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 3.6363 loss: 3.6363 2022/06/25 19:43:58 - mmengine - INFO - Epoch(train) [31][1800/3757] lr: 9.330e-03 eta: 1 day, 17:02:58 time: 0.273 data_time: 0.003 memory: 5036 grad_norm: 5.2831 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.2136 loss: 3.2136 2022/06/25 19:44:03 - mmengine - INFO - Epoch(train) [31][1820/3757] lr: 9.330e-03 eta: 1 day, 17:02:52 time: 0.259 data_time: 0.020 memory: 5036 grad_norm: 5.2553 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.3770 loss: 3.3770 2022/06/25 19:44:08 - mmengine - INFO - Epoch(train) [31][1840/3757] lr: 9.330e-03 eta: 1 day, 17:02:47 time: 0.270 data_time: 0.002 memory: 5036 grad_norm: 5.0274 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1053 loss: 3.1053 2022/06/25 19:44:13 - mmengine - INFO - Epoch(train) [31][1860/3757] lr: 9.330e-03 eta: 1 day, 17:02:41 time: 0.246 data_time: 0.006 memory: 5036 grad_norm: 5.2204 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0386 loss: 3.0386 2022/06/25 19:44:19 - mmengine - INFO - Epoch(train) [31][1880/3757] lr: 9.330e-03 eta: 1 day, 17:02:39 time: 0.263 data_time: 0.002 memory: 5036 grad_norm: 4.8568 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0052 loss: 3.0052 2022/06/25 19:44:24 - mmengine - INFO - Epoch(train) [31][1900/3757] lr: 9.330e-03 eta: 1 day, 17:02:33 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 5.9175 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7834 loss: 2.7834 2022/06/25 19:44:30 - mmengine - INFO - Epoch(train) [31][1920/3757] lr: 9.330e-03 eta: 1 day, 17:02:28 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 5.3814 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0112 loss: 3.0112 2022/06/25 19:44:35 - mmengine - INFO - Epoch(train) [31][1940/3757] lr: 9.330e-03 eta: 1 day, 17:02:22 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 5.2421 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0128 loss: 3.0128 2022/06/25 19:44:40 - mmengine - INFO - Epoch(train) [31][1960/3757] lr: 9.330e-03 eta: 1 day, 17:02:16 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 4.6213 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8702 loss: 2.8702 2022/06/25 19:44:45 - mmengine - INFO - Epoch(train) [31][1980/3757] lr: 9.330e-03 eta: 1 day, 17:02:10 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 5.4382 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.4664 loss: 3.4664 2022/06/25 19:44:50 - mmengine - INFO - Epoch(train) [31][2000/3757] lr: 9.330e-03 eta: 1 day, 17:02:04 time: 0.271 data_time: 0.006 memory: 5036 grad_norm: 5.1181 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.6456 loss: 3.6456 2022/06/25 19:44:55 - mmengine - INFO - Epoch(train) [31][2020/3757] lr: 9.330e-03 eta: 1 day, 17:01:58 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 4.8059 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0445 loss: 3.0445 2022/06/25 19:45:01 - mmengine - INFO - Epoch(train) [31][2040/3757] lr: 9.330e-03 eta: 1 day, 17:01:54 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 4.9932 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.1760 loss: 3.1760 2022/06/25 19:45:06 - mmengine - INFO - Epoch(train) [31][2060/3757] lr: 9.330e-03 eta: 1 day, 17:01:48 time: 0.250 data_time: 0.009 memory: 5036 grad_norm: 5.0943 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.1110 loss: 3.1110 2022/06/25 19:45:11 - mmengine - INFO - Epoch(train) [31][2080/3757] lr: 9.330e-03 eta: 1 day, 17:01:43 time: 0.263 data_time: 0.009 memory: 5036 grad_norm: 5.0448 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2347 loss: 3.2347 2022/06/25 19:45:16 - mmengine - INFO - Epoch(train) [31][2100/3757] lr: 9.330e-03 eta: 1 day, 17:01:37 time: 0.271 data_time: 0.006 memory: 5036 grad_norm: 4.8500 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.4226 loss: 3.4226 2022/06/25 19:45:22 - mmengine - INFO - Epoch(train) [31][2120/3757] lr: 9.330e-03 eta: 1 day, 17:01:33 time: 0.252 data_time: 0.011 memory: 5036 grad_norm: 5.1149 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.9595 loss: 2.9595 2022/06/25 19:45:27 - mmengine - INFO - Epoch(train) [31][2140/3757] lr: 9.330e-03 eta: 1 day, 17:01:27 time: 0.255 data_time: 0.011 memory: 5036 grad_norm: 4.3081 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0202 loss: 3.0202 2022/06/25 19:45:32 - mmengine - INFO - Epoch(train) [31][2160/3757] lr: 9.330e-03 eta: 1 day, 17:01:21 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 4.8513 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9598 loss: 2.9598 2022/06/25 19:45:37 - mmengine - INFO - Epoch(train) [31][2180/3757] lr: 9.330e-03 eta: 1 day, 17:01:15 time: 0.256 data_time: 0.014 memory: 5036 grad_norm: 5.0911 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7728 loss: 2.7728 2022/06/25 19:45:43 - mmengine - INFO - Epoch(train) [31][2200/3757] lr: 9.330e-03 eta: 1 day, 17:01:11 time: 0.245 data_time: 0.003 memory: 5036 grad_norm: 5.8632 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1963 loss: 3.1963 2022/06/25 19:45:48 - mmengine - INFO - Epoch(train) [31][2220/3757] lr: 9.330e-03 eta: 1 day, 17:01:06 time: 0.341 data_time: 0.080 memory: 5036 grad_norm: 5.0723 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1839 loss: 3.1839 2022/06/25 19:45:53 - mmengine - INFO - Epoch(train) [31][2240/3757] lr: 9.330e-03 eta: 1 day, 17:01:00 time: 0.257 data_time: 0.005 memory: 5036 grad_norm: 4.9344 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.4146 loss: 3.4146 2022/06/25 19:45:58 - mmengine - INFO - Epoch(train) [31][2260/3757] lr: 9.330e-03 eta: 1 day, 17:00:54 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 5.2175 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.3385 loss: 3.3385 2022/06/25 19:46:04 - mmengine - INFO - Epoch(train) [31][2280/3757] lr: 9.330e-03 eta: 1 day, 17:00:49 time: 0.258 data_time: 0.002 memory: 5036 grad_norm: 4.4056 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0108 loss: 3.0108 2022/06/25 19:46:06 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 19:46:09 - mmengine - INFO - Epoch(train) [31][2300/3757] lr: 9.330e-03 eta: 1 day, 17:00:44 time: 0.245 data_time: 0.005 memory: 5036 grad_norm: 5.4569 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.4647 loss: 3.4647 2022/06/25 19:46:14 - mmengine - INFO - Epoch(train) [31][2320/3757] lr: 9.330e-03 eta: 1 day, 17:00:38 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 4.9147 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.3241 loss: 3.3241 2022/06/25 19:46:19 - mmengine - INFO - Epoch(train) [31][2340/3757] lr: 9.330e-03 eta: 1 day, 17:00:32 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 4.9016 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.1172 loss: 3.1172 2022/06/25 19:46:24 - mmengine - INFO - Epoch(train) [31][2360/3757] lr: 9.330e-03 eta: 1 day, 17:00:26 time: 0.257 data_time: 0.005 memory: 5036 grad_norm: 5.6059 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0914 loss: 3.0914 2022/06/25 19:46:30 - mmengine - INFO - Epoch(train) [31][2380/3757] lr: 9.330e-03 eta: 1 day, 17:00:21 time: 0.245 data_time: 0.005 memory: 5036 grad_norm: 4.6070 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.5357 loss: 3.5357 2022/06/25 19:46:35 - mmengine - INFO - Epoch(train) [31][2400/3757] lr: 9.330e-03 eta: 1 day, 17:00:15 time: 0.252 data_time: 0.008 memory: 5036 grad_norm: 5.6176 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.6673 loss: 3.6673 2022/06/25 19:46:40 - mmengine - INFO - Epoch(train) [31][2420/3757] lr: 9.330e-03 eta: 1 day, 17:00:10 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 5.3877 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9664 loss: 2.9664 2022/06/25 19:46:45 - mmengine - INFO - Epoch(train) [31][2440/3757] lr: 9.330e-03 eta: 1 day, 17:00:04 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 4.8055 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0775 loss: 3.0775 2022/06/25 19:46:50 - mmengine - INFO - Epoch(train) [31][2460/3757] lr: 9.330e-03 eta: 1 day, 16:59:59 time: 0.252 data_time: 0.005 memory: 5036 grad_norm: 5.3088 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.2954 loss: 3.2954 2022/06/25 19:46:56 - mmengine - INFO - Epoch(train) [31][2480/3757] lr: 9.330e-03 eta: 1 day, 16:59:53 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 5.2040 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9480 loss: 2.9480 2022/06/25 19:47:01 - mmengine - INFO - Epoch(train) [31][2500/3757] lr: 9.330e-03 eta: 1 day, 16:59:47 time: 0.261 data_time: 0.002 memory: 5036 grad_norm: 4.7802 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.0454 loss: 3.0454 2022/06/25 19:47:06 - mmengine - INFO - Epoch(train) [31][2520/3757] lr: 9.330e-03 eta: 1 day, 16:59:42 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 5.0818 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.2934 loss: 3.2934 2022/06/25 19:47:11 - mmengine - INFO - Epoch(train) [31][2540/3757] lr: 9.330e-03 eta: 1 day, 16:59:37 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 5.1322 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1781 loss: 3.1781 2022/06/25 19:47:17 - mmengine - INFO - Epoch(train) [31][2560/3757] lr: 9.330e-03 eta: 1 day, 16:59:31 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 5.5276 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1571 loss: 3.1571 2022/06/25 19:47:22 - mmengine - INFO - Epoch(train) [31][2580/3757] lr: 9.330e-03 eta: 1 day, 16:59:26 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 5.3799 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.4698 loss: 3.4698 2022/06/25 19:47:27 - mmengine - INFO - Epoch(train) [31][2600/3757] lr: 9.330e-03 eta: 1 day, 16:59:20 time: 0.280 data_time: 0.002 memory: 5036 grad_norm: 5.0418 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.0409 loss: 3.0409 2022/06/25 19:47:32 - mmengine - INFO - Epoch(train) [31][2620/3757] lr: 9.330e-03 eta: 1 day, 16:59:15 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 5.6193 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.9959 loss: 2.9959 2022/06/25 19:47:38 - mmengine - INFO - Epoch(train) [31][2640/3757] lr: 9.330e-03 eta: 1 day, 16:59:10 time: 0.250 data_time: 0.005 memory: 5036 grad_norm: 4.9729 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0950 loss: 3.0950 2022/06/25 19:47:43 - mmengine - INFO - Epoch(train) [31][2660/3757] lr: 9.330e-03 eta: 1 day, 16:59:04 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 5.9250 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.2092 loss: 3.2092 2022/06/25 19:47:48 - mmengine - INFO - Epoch(train) [31][2680/3757] lr: 9.330e-03 eta: 1 day, 16:59:00 time: 0.530 data_time: 0.004 memory: 5036 grad_norm: 4.9411 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.9551 loss: 2.9551 2022/06/25 19:47:53 - mmengine - INFO - Epoch(train) [31][2700/3757] lr: 9.330e-03 eta: 1 day, 16:58:54 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 5.2873 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.0894 loss: 3.0894 2022/06/25 19:47:59 - mmengine - INFO - Epoch(train) [31][2720/3757] lr: 9.330e-03 eta: 1 day, 16:58:49 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 5.4732 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.3440 loss: 3.3440 2022/06/25 19:48:04 - mmengine - INFO - Epoch(train) [31][2740/3757] lr: 9.330e-03 eta: 1 day, 16:58:43 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 4.8501 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1161 loss: 3.1161 2022/06/25 19:48:09 - mmengine - INFO - Epoch(train) [31][2760/3757] lr: 9.330e-03 eta: 1 day, 16:58:38 time: 0.261 data_time: 0.002 memory: 5036 grad_norm: 5.4389 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.1163 loss: 3.1163 2022/06/25 19:48:14 - mmengine - INFO - Epoch(train) [31][2780/3757] lr: 9.330e-03 eta: 1 day, 16:58:32 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 4.6939 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8121 loss: 2.8121 2022/06/25 19:48:19 - mmengine - INFO - Epoch(train) [31][2800/3757] lr: 9.330e-03 eta: 1 day, 16:58:27 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 4.7078 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.2230 loss: 3.2230 2022/06/25 19:48:25 - mmengine - INFO - Epoch(train) [31][2820/3757] lr: 9.330e-03 eta: 1 day, 16:58:21 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 5.1148 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.7067 loss: 2.7067 2022/06/25 19:48:30 - mmengine - INFO - Epoch(train) [31][2840/3757] lr: 9.330e-03 eta: 1 day, 16:58:17 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 4.7696 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.3086 loss: 3.3086 2022/06/25 19:48:35 - mmengine - INFO - Epoch(train) [31][2860/3757] lr: 9.330e-03 eta: 1 day, 16:58:11 time: 0.265 data_time: 0.002 memory: 5036 grad_norm: 4.8566 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.3289 loss: 3.3289 2022/06/25 19:48:41 - mmengine - INFO - Epoch(train) [31][2880/3757] lr: 9.330e-03 eta: 1 day, 16:58:06 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 5.0246 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0132 loss: 3.0132 2022/06/25 19:48:46 - mmengine - INFO - Epoch(train) [31][2900/3757] lr: 9.330e-03 eta: 1 day, 16:58:01 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 5.0031 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9593 loss: 2.9593 2022/06/25 19:48:52 - mmengine - INFO - Epoch(train) [31][2920/3757] lr: 9.330e-03 eta: 1 day, 16:57:57 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 6.1028 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2759 loss: 3.2759 2022/06/25 19:48:57 - mmengine - INFO - Epoch(train) [31][2940/3757] lr: 9.330e-03 eta: 1 day, 16:57:51 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 5.4010 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1291 loss: 3.1291 2022/06/25 19:49:02 - mmengine - INFO - Epoch(train) [31][2960/3757] lr: 9.330e-03 eta: 1 day, 16:57:47 time: 0.248 data_time: 0.011 memory: 5036 grad_norm: 5.2644 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 3.1854 loss: 3.1854 2022/06/25 19:49:07 - mmengine - INFO - Epoch(train) [31][2980/3757] lr: 9.330e-03 eta: 1 day, 16:57:41 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 5.5095 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.4162 loss: 3.4162 2022/06/25 19:49:12 - mmengine - INFO - Epoch(train) [31][3000/3757] lr: 9.330e-03 eta: 1 day, 16:57:35 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 5.0598 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.0380 loss: 3.0380 2022/06/25 19:49:18 - mmengine - INFO - Epoch(train) [31][3020/3757] lr: 9.330e-03 eta: 1 day, 16:57:29 time: 0.250 data_time: 0.012 memory: 5036 grad_norm: 4.9337 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.2939 loss: 3.2939 2022/06/25 19:49:23 - mmengine - INFO - Epoch(train) [31][3040/3757] lr: 9.330e-03 eta: 1 day, 16:57:26 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 5.5304 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4746 loss: 3.4746 2022/06/25 19:49:28 - mmengine - INFO - Epoch(train) [31][3060/3757] lr: 9.330e-03 eta: 1 day, 16:57:20 time: 0.258 data_time: 0.016 memory: 5036 grad_norm: 4.7234 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9313 loss: 2.9313 2022/06/25 19:49:33 - mmengine - INFO - Epoch(train) [31][3080/3757] lr: 9.330e-03 eta: 1 day, 16:57:13 time: 0.247 data_time: 0.005 memory: 5036 grad_norm: 5.3499 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.3319 loss: 3.3319 2022/06/25 19:49:39 - mmengine - INFO - Epoch(train) [31][3100/3757] lr: 9.330e-03 eta: 1 day, 16:57:10 time: 0.249 data_time: 0.005 memory: 5036 grad_norm: 4.6137 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.8163 loss: 2.8163 2022/06/25 19:49:44 - mmengine - INFO - Epoch(train) [31][3120/3757] lr: 9.330e-03 eta: 1 day, 16:57:03 time: 0.260 data_time: 0.002 memory: 5036 grad_norm: 4.9862 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.3076 loss: 3.3076 2022/06/25 19:49:49 - mmengine - INFO - Epoch(train) [31][3140/3757] lr: 9.330e-03 eta: 1 day, 16:56:57 time: 0.248 data_time: 0.009 memory: 5036 grad_norm: 5.8206 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.8985 loss: 2.8985 2022/06/25 19:49:54 - mmengine - INFO - Epoch(train) [31][3160/3757] lr: 9.330e-03 eta: 1 day, 16:56:51 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 4.8872 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 3.2918 loss: 3.2918 2022/06/25 19:50:00 - mmengine - INFO - Epoch(train) [31][3180/3757] lr: 9.330e-03 eta: 1 day, 16:56:48 time: 0.249 data_time: 0.005 memory: 5036 grad_norm: 4.6036 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.3071 loss: 3.3071 2022/06/25 19:50:05 - mmengine - INFO - Epoch(train) [31][3200/3757] lr: 9.330e-03 eta: 1 day, 16:56:42 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 4.7967 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.2742 loss: 3.2742 2022/06/25 19:50:10 - mmengine - INFO - Epoch(train) [31][3220/3757] lr: 9.330e-03 eta: 1 day, 16:56:36 time: 0.261 data_time: 0.012 memory: 5036 grad_norm: 5.3943 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1612 loss: 3.1612 2022/06/25 19:50:15 - mmengine - INFO - Epoch(train) [31][3240/3757] lr: 9.330e-03 eta: 1 day, 16:56:30 time: 0.258 data_time: 0.008 memory: 5036 grad_norm: 4.6300 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.0733 loss: 3.0733 2022/06/25 19:50:21 - mmengine - INFO - Epoch(train) [31][3260/3757] lr: 9.330e-03 eta: 1 day, 16:56:26 time: 0.251 data_time: 0.008 memory: 5036 grad_norm: 5.3972 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.8000 loss: 3.8000 2022/06/25 19:50:26 - mmengine - INFO - Epoch(train) [31][3280/3757] lr: 9.330e-03 eta: 1 day, 16:56:20 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 5.2852 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.8676 loss: 2.8676 2022/06/25 19:50:29 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 19:50:31 - mmengine - INFO - Epoch(train) [31][3300/3757] lr: 9.330e-03 eta: 1 day, 16:56:15 time: 0.261 data_time: 0.002 memory: 5036 grad_norm: 4.5155 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.0074 loss: 3.0074 2022/06/25 19:50:36 - mmengine - INFO - Epoch(train) [31][3320/3757] lr: 9.330e-03 eta: 1 day, 16:56:09 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 5.3066 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9847 loss: 2.9847 2022/06/25 19:50:42 - mmengine - INFO - Epoch(train) [31][3340/3757] lr: 9.330e-03 eta: 1 day, 16:56:04 time: 0.247 data_time: 0.006 memory: 5036 grad_norm: 4.9748 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9732 loss: 2.9732 2022/06/25 19:50:47 - mmengine - INFO - Epoch(train) [31][3360/3757] lr: 9.330e-03 eta: 1 day, 16:55:58 time: 0.254 data_time: 0.008 memory: 5036 grad_norm: 5.0191 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.2758 loss: 3.2758 2022/06/25 19:50:52 - mmengine - INFO - Epoch(train) [31][3380/3757] lr: 9.330e-03 eta: 1 day, 16:55:52 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 4.9243 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.2008 loss: 3.2008 2022/06/25 19:50:57 - mmengine - INFO - Epoch(train) [31][3400/3757] lr: 9.330e-03 eta: 1 day, 16:55:46 time: 0.259 data_time: 0.009 memory: 5036 grad_norm: 4.6189 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.5302 loss: 2.5302 2022/06/25 19:51:03 - mmengine - INFO - Epoch(train) [31][3420/3757] lr: 9.330e-03 eta: 1 day, 16:55:43 time: 0.259 data_time: 0.005 memory: 5036 grad_norm: 5.1480 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.8748 loss: 2.8748 2022/06/25 19:51:08 - mmengine - INFO - Epoch(train) [31][3440/3757] lr: 9.330e-03 eta: 1 day, 16:55:37 time: 0.250 data_time: 0.009 memory: 5036 grad_norm: 4.6830 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.5193 loss: 3.5193 2022/06/25 19:51:13 - mmengine - INFO - Epoch(train) [31][3460/3757] lr: 9.330e-03 eta: 1 day, 16:55:31 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 5.4613 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1522 loss: 3.1522 2022/06/25 19:51:18 - mmengine - INFO - Epoch(train) [31][3480/3757] lr: 9.330e-03 eta: 1 day, 16:55:25 time: 0.321 data_time: 0.005 memory: 5036 grad_norm: 4.6800 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.2265 loss: 3.2265 2022/06/25 19:51:23 - mmengine - INFO - Epoch(train) [31][3500/3757] lr: 9.330e-03 eta: 1 day, 16:55:20 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 5.4356 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.6544 loss: 3.6544 2022/06/25 19:51:29 - mmengine - INFO - Epoch(train) [31][3520/3757] lr: 9.330e-03 eta: 1 day, 16:55:14 time: 0.265 data_time: 0.015 memory: 5036 grad_norm: 5.8029 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.9890 loss: 2.9890 2022/06/25 19:51:34 - mmengine - INFO - Epoch(train) [31][3540/3757] lr: 9.330e-03 eta: 1 day, 16:55:08 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 5.3897 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1242 loss: 3.1242 2022/06/25 19:51:39 - mmengine - INFO - Epoch(train) [31][3560/3757] lr: 9.330e-03 eta: 1 day, 16:55:02 time: 0.243 data_time: 0.006 memory: 5036 grad_norm: 4.5800 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0417 loss: 3.0417 2022/06/25 19:51:44 - mmengine - INFO - Epoch(train) [31][3580/3757] lr: 9.330e-03 eta: 1 day, 16:54:56 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 5.4707 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.1594 loss: 3.1594 2022/06/25 19:51:49 - mmengine - INFO - Epoch(train) [31][3600/3757] lr: 9.330e-03 eta: 1 day, 16:54:51 time: 0.275 data_time: 0.003 memory: 5036 grad_norm: 4.4812 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.0248 loss: 3.0248 2022/06/25 19:51:54 - mmengine - INFO - Epoch(train) [31][3620/3757] lr: 9.330e-03 eta: 1 day, 16:54:45 time: 0.247 data_time: 0.008 memory: 5036 grad_norm: 5.2195 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.8563 loss: 2.8563 2022/06/25 19:52:00 - mmengine - INFO - Epoch(train) [31][3640/3757] lr: 9.330e-03 eta: 1 day, 16:54:42 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 5.3288 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.8692 loss: 2.8692 2022/06/25 19:52:05 - mmengine - INFO - Epoch(train) [31][3660/3757] lr: 9.330e-03 eta: 1 day, 16:54:36 time: 0.275 data_time: 0.003 memory: 5036 grad_norm: 5.2523 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.2006 loss: 3.2006 2022/06/25 19:52:11 - mmengine - INFO - Epoch(train) [31][3680/3757] lr: 9.330e-03 eta: 1 day, 16:54:31 time: 0.260 data_time: 0.002 memory: 5036 grad_norm: 4.7053 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.9421 loss: 2.9421 2022/06/25 19:52:16 - mmengine - INFO - Epoch(train) [31][3700/3757] lr: 9.330e-03 eta: 1 day, 16:54:26 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 5.7140 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.2267 loss: 3.2267 2022/06/25 19:52:21 - mmengine - INFO - Epoch(train) [31][3720/3757] lr: 9.330e-03 eta: 1 day, 16:54:20 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 5.3188 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.7283 loss: 2.7283 2022/06/25 19:52:26 - mmengine - INFO - Epoch(train) [31][3740/3757] lr: 9.330e-03 eta: 1 day, 16:54:14 time: 0.256 data_time: 0.002 memory: 5036 grad_norm: 4.7182 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0769 loss: 3.0769 2022/06/25 19:52:30 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 19:52:30 - mmengine - INFO - Saving checkpoint at 31 epochs 2022/06/25 19:52:43 - mmengine - INFO - Epoch(val) [31][20/310] eta: 0:01:50 time: 0.230 data_time: 0.123 memory: 5036 2022/06/25 19:52:48 - mmengine - INFO - Epoch(val) [31][40/310] eta: 0:01:33 time: 0.104 data_time: 0.001 memory: 1723 2022/06/25 19:52:52 - mmengine - INFO - Epoch(val) [31][60/310] eta: 0:00:27 time: 0.109 data_time: 0.001 memory: 1723 2022/06/25 19:52:57 - mmengine - INFO - Epoch(val) [31][80/310] eta: 0:00:24 time: 0.102 data_time: 0.001 memory: 1723 2022/06/25 19:53:04 - mmengine - INFO - Epoch(val) [31][100/310] eta: 0:01:15 time: 0.645 data_time: 0.544 memory: 1723 2022/06/25 19:53:08 - mmengine - INFO - Epoch(val) [31][120/310] eta: 0:01:06 time: 0.156 data_time: 0.006 memory: 1723 2022/06/25 19:53:13 - mmengine - INFO - Epoch(val) [31][140/310] eta: 0:00:25 time: 0.103 data_time: 0.001 memory: 1723 2022/06/25 19:53:18 - mmengine - INFO - Epoch(val) [31][160/310] eta: 0:00:15 time: 0.103 data_time: 0.001 memory: 1723 2022/06/25 19:53:25 - mmengine - INFO - Epoch(val) [31][180/310] eta: 0:00:45 time: 0.579 data_time: 0.478 memory: 1723 2022/06/25 19:53:30 - mmengine - INFO - Epoch(val) [31][200/310] eta: 0:00:39 time: 0.103 data_time: 0.001 memory: 1723 2022/06/25 19:53:34 - mmengine - INFO - Epoch(val) [31][220/310] eta: 0:00:15 time: 0.103 data_time: 0.001 memory: 1723 2022/06/25 19:53:39 - mmengine - INFO - Epoch(val) [31][240/310] eta: 0:00:07 time: 0.108 data_time: 0.001 memory: 1723 2022/06/25 19:53:46 - mmengine - INFO - Epoch(val) [31][260/310] eta: 0:00:15 time: 0.283 data_time: 0.181 memory: 1723 2022/06/25 19:53:50 - mmengine - INFO - Epoch(val) [31][280/310] eta: 0:00:09 time: 0.112 data_time: 0.002 memory: 1723 2022/06/25 19:53:52 - mmengine - INFO - Epoch(val) [31][300/310] eta: 0:00:01 time: 0.102 data_time: 0.001 memory: 1723 2022/06/25 19:53:54 - mmengine - INFO - Epoch(val) [31][310/310] acc/top1: 0.3951 acc/top5: 0.6649 acc/mean1: 0.3949 2022/06/25 19:54:04 - mmengine - INFO - Epoch(train) [32][20/3757] lr: 9.286e-03 eta: 1 day, 16:54:17 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 5.1055 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9184 loss: 2.9184 2022/06/25 19:54:09 - mmengine - INFO - Epoch(train) [32][40/3757] lr: 9.286e-03 eta: 1 day, 16:54:12 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 4.3725 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2168 loss: 3.2168 2022/06/25 19:54:14 - mmengine - INFO - Epoch(train) [32][60/3757] lr: 9.286e-03 eta: 1 day, 16:54:06 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 5.2980 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.0693 loss: 3.0693 2022/06/25 19:54:20 - mmengine - INFO - Epoch(train) [32][80/3757] lr: 9.286e-03 eta: 1 day, 16:54:03 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 5.4836 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.0262 loss: 3.0262 2022/06/25 19:54:25 - mmengine - INFO - Epoch(train) [32][100/3757] lr: 9.286e-03 eta: 1 day, 16:53:57 time: 0.263 data_time: 0.017 memory: 5036 grad_norm: 5.2300 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.1279 loss: 3.1279 2022/06/25 19:54:31 - mmengine - INFO - Epoch(train) [32][120/3757] lr: 9.286e-03 eta: 1 day, 16:53:52 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 5.0786 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0433 loss: 3.0433 2022/06/25 19:54:36 - mmengine - INFO - Epoch(train) [32][140/3757] lr: 9.286e-03 eta: 1 day, 16:53:47 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 4.9987 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.0169 loss: 3.0169 2022/06/25 19:54:41 - mmengine - INFO - Epoch(train) [32][160/3757] lr: 9.286e-03 eta: 1 day, 16:53:43 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 4.2005 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2142 loss: 3.2142 2022/06/25 19:54:47 - mmengine - INFO - Epoch(train) [32][180/3757] lr: 9.286e-03 eta: 1 day, 16:53:37 time: 0.264 data_time: 0.002 memory: 5036 grad_norm: 5.2581 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.4522 loss: 3.4522 2022/06/25 19:54:52 - mmengine - INFO - Epoch(train) [32][200/3757] lr: 9.286e-03 eta: 1 day, 16:53:32 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 5.3300 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.4265 loss: 3.4265 2022/06/25 19:54:57 - mmengine - INFO - Epoch(train) [32][220/3757] lr: 9.286e-03 eta: 1 day, 16:53:26 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 5.0893 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.3505 loss: 3.3505 2022/06/25 19:55:02 - mmengine - INFO - Epoch(train) [32][240/3757] lr: 9.286e-03 eta: 1 day, 16:53:21 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 4.3862 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6439 loss: 2.6439 2022/06/25 19:55:07 - mmengine - INFO - Epoch(train) [32][260/3757] lr: 9.286e-03 eta: 1 day, 16:53:15 time: 0.269 data_time: 0.027 memory: 5036 grad_norm: 5.7190 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0835 loss: 3.0835 2022/06/25 19:55:13 - mmengine - INFO - Epoch(train) [32][280/3757] lr: 9.286e-03 eta: 1 day, 16:53:10 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 4.9222 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2719 loss: 3.2719 2022/06/25 19:55:18 - mmengine - INFO - Epoch(train) [32][300/3757] lr: 9.286e-03 eta: 1 day, 16:53:04 time: 0.245 data_time: 0.003 memory: 5036 grad_norm: 5.4067 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6399 loss: 2.6399 2022/06/25 19:55:23 - mmengine - INFO - Epoch(train) [32][320/3757] lr: 9.286e-03 eta: 1 day, 16:53:00 time: 0.260 data_time: 0.002 memory: 5036 grad_norm: 5.3665 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.9375 loss: 2.9375 2022/06/25 19:55:29 - mmengine - INFO - Epoch(train) [32][340/3757] lr: 9.286e-03 eta: 1 day, 16:52:54 time: 0.326 data_time: 0.002 memory: 5036 grad_norm: 6.0918 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9573 loss: 2.9573 2022/06/25 19:55:34 - mmengine - INFO - Epoch(train) [32][360/3757] lr: 9.286e-03 eta: 1 day, 16:52:49 time: 0.245 data_time: 0.003 memory: 5036 grad_norm: 5.2390 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2758 loss: 3.2758 2022/06/25 19:55:39 - mmengine - INFO - Epoch(train) [32][380/3757] lr: 9.286e-03 eta: 1 day, 16:52:43 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 4.7423 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.2679 loss: 3.2679 2022/06/25 19:55:44 - mmengine - INFO - Epoch(train) [32][400/3757] lr: 9.286e-03 eta: 1 day, 16:52:38 time: 0.256 data_time: 0.002 memory: 5036 grad_norm: 5.0010 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0981 loss: 3.0981 2022/06/25 19:55:50 - mmengine - INFO - Epoch(train) [32][420/3757] lr: 9.286e-03 eta: 1 day, 16:52:33 time: 0.266 data_time: 0.017 memory: 5036 grad_norm: 5.6421 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8679 loss: 2.8679 2022/06/25 19:55:55 - mmengine - INFO - Epoch(train) [32][440/3757] lr: 9.286e-03 eta: 1 day, 16:52:27 time: 0.243 data_time: 0.003 memory: 5036 grad_norm: 5.0930 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.5891 loss: 3.5891 2022/06/25 19:56:00 - mmengine - INFO - Epoch(train) [32][460/3757] lr: 9.286e-03 eta: 1 day, 16:52:24 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 5.0241 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6522 loss: 2.6522 2022/06/25 19:56:05 - mmengine - INFO - Epoch(train) [32][480/3757] lr: 9.286e-03 eta: 1 day, 16:52:18 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 4.9038 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.0827 loss: 3.0827 2022/06/25 19:56:11 - mmengine - INFO - Epoch(train) [32][500/3757] lr: 9.286e-03 eta: 1 day, 16:52:13 time: 0.268 data_time: 0.014 memory: 5036 grad_norm: 5.5313 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4665 loss: 3.4665 2022/06/25 19:56:16 - mmengine - INFO - Epoch(train) [32][520/3757] lr: 9.286e-03 eta: 1 day, 16:52:07 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 4.7451 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2937 loss: 3.2937 2022/06/25 19:56:19 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 19:56:21 - mmengine - INFO - Epoch(train) [32][540/3757] lr: 9.286e-03 eta: 1 day, 16:52:02 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 5.7587 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1009 loss: 3.1009 2022/06/25 19:56:26 - mmengine - INFO - Epoch(train) [32][560/3757] lr: 9.286e-03 eta: 1 day, 16:51:55 time: 0.245 data_time: 0.009 memory: 5036 grad_norm: 5.2247 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.9719 loss: 2.9719 2022/06/25 19:56:32 - mmengine - INFO - Epoch(train) [32][580/3757] lr: 9.286e-03 eta: 1 day, 16:51:50 time: 0.269 data_time: 0.005 memory: 5036 grad_norm: 5.3296 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8860 loss: 2.8860 2022/06/25 19:56:37 - mmengine - INFO - Epoch(train) [32][600/3757] lr: 9.286e-03 eta: 1 day, 16:51:45 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 5.3108 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0271 loss: 3.0271 2022/06/25 19:56:43 - mmengine - INFO - Epoch(train) [32][620/3757] lr: 9.286e-03 eta: 1 day, 16:51:42 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 4.9066 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.0366 loss: 3.0366 2022/06/25 19:56:48 - mmengine - INFO - Epoch(train) [32][640/3757] lr: 9.286e-03 eta: 1 day, 16:51:36 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 5.0500 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.9796 loss: 2.9796 2022/06/25 19:56:53 - mmengine - INFO - Epoch(train) [32][660/3757] lr: 9.286e-03 eta: 1 day, 16:51:31 time: 0.270 data_time: 0.007 memory: 5036 grad_norm: 4.9272 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.9340 loss: 2.9340 2022/06/25 19:56:58 - mmengine - INFO - Epoch(train) [32][680/3757] lr: 9.286e-03 eta: 1 day, 16:51:25 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 5.2468 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.7537 loss: 2.7537 2022/06/25 19:57:04 - mmengine - INFO - Epoch(train) [32][700/3757] lr: 9.286e-03 eta: 1 day, 16:51:21 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 5.5263 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3210 loss: 3.3210 2022/06/25 19:57:09 - mmengine - INFO - Epoch(train) [32][720/3757] lr: 9.286e-03 eta: 1 day, 16:51:16 time: 0.348 data_time: 0.104 memory: 5036 grad_norm: 5.2569 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8866 loss: 2.8866 2022/06/25 19:57:14 - mmengine - INFO - Epoch(train) [32][740/3757] lr: 9.286e-03 eta: 1 day, 16:51:10 time: 0.261 data_time: 0.002 memory: 5036 grad_norm: 4.7387 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.3196 loss: 3.3196 2022/06/25 19:57:19 - mmengine - INFO - Epoch(train) [32][760/3757] lr: 9.286e-03 eta: 1 day, 16:51:05 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 5.3898 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9638 loss: 2.9638 2022/06/25 19:57:25 - mmengine - INFO - Epoch(train) [32][780/3757] lr: 9.286e-03 eta: 1 day, 16:50:59 time: 0.255 data_time: 0.005 memory: 5036 grad_norm: 4.7546 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1437 loss: 3.1437 2022/06/25 19:57:30 - mmengine - INFO - Epoch(train) [32][800/3757] lr: 9.286e-03 eta: 1 day, 16:50:53 time: 0.259 data_time: 0.008 memory: 5036 grad_norm: 4.9749 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9166 loss: 2.9166 2022/06/25 19:57:35 - mmengine - INFO - Epoch(train) [32][820/3757] lr: 9.286e-03 eta: 1 day, 16:50:47 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 5.3877 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.8753 loss: 2.8753 2022/06/25 19:57:40 - mmengine - INFO - Epoch(train) [32][840/3757] lr: 9.286e-03 eta: 1 day, 16:50:41 time: 0.264 data_time: 0.005 memory: 5036 grad_norm: 4.8717 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.2025 loss: 3.2025 2022/06/25 19:57:45 - mmengine - INFO - Epoch(train) [32][860/3757] lr: 9.286e-03 eta: 1 day, 16:50:35 time: 0.252 data_time: 0.005 memory: 5036 grad_norm: 4.7231 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1604 loss: 3.1604 2022/06/25 19:57:50 - mmengine - INFO - Epoch(train) [32][880/3757] lr: 9.286e-03 eta: 1 day, 16:50:30 time: 0.264 data_time: 0.008 memory: 5036 grad_norm: 5.1797 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1338 loss: 3.1338 2022/06/25 19:57:55 - mmengine - INFO - Epoch(train) [32][900/3757] lr: 9.286e-03 eta: 1 day, 16:50:24 time: 0.267 data_time: 0.005 memory: 5036 grad_norm: 5.1780 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1141 loss: 3.1141 2022/06/25 19:58:01 - mmengine - INFO - Epoch(train) [32][920/3757] lr: 9.286e-03 eta: 1 day, 16:50:20 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 5.4008 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4578 loss: 2.4578 2022/06/25 19:58:06 - mmengine - INFO - Epoch(train) [32][940/3757] lr: 9.286e-03 eta: 1 day, 16:50:14 time: 0.252 data_time: 0.005 memory: 5036 grad_norm: 4.8602 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.9568 loss: 2.9568 2022/06/25 19:58:11 - mmengine - INFO - Epoch(train) [32][960/3757] lr: 9.286e-03 eta: 1 day, 16:50:09 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 4.7824 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.3862 loss: 3.3862 2022/06/25 19:58:16 - mmengine - INFO - Epoch(train) [32][980/3757] lr: 9.286e-03 eta: 1 day, 16:50:03 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 5.4040 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0707 loss: 3.0707 2022/06/25 19:58:22 - mmengine - INFO - Epoch(train) [32][1000/3757] lr: 9.286e-03 eta: 1 day, 16:50:00 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 5.3644 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.3381 loss: 3.3381 2022/06/25 19:58:27 - mmengine - INFO - Epoch(train) [32][1020/3757] lr: 9.286e-03 eta: 1 day, 16:49:54 time: 0.266 data_time: 0.009 memory: 5036 grad_norm: 4.8479 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9781 loss: 2.9781 2022/06/25 19:58:33 - mmengine - INFO - Epoch(train) [32][1040/3757] lr: 9.286e-03 eta: 1 day, 16:49:49 time: 0.248 data_time: 0.005 memory: 5036 grad_norm: 5.2396 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.9806 loss: 2.9806 2022/06/25 19:58:38 - mmengine - INFO - Epoch(train) [32][1060/3757] lr: 9.286e-03 eta: 1 day, 16:49:43 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 5.2648 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.0771 loss: 3.0771 2022/06/25 19:58:43 - mmengine - INFO - Epoch(train) [32][1080/3757] lr: 9.286e-03 eta: 1 day, 16:49:37 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 4.5017 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.6485 loss: 3.6485 2022/06/25 19:58:48 - mmengine - INFO - Epoch(train) [32][1100/3757] lr: 9.286e-03 eta: 1 day, 16:49:31 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 4.7268 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.0199 loss: 3.0199 2022/06/25 19:58:53 - mmengine - INFO - Epoch(train) [32][1120/3757] lr: 9.286e-03 eta: 1 day, 16:49:26 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 5.1348 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.9813 loss: 2.9813 2022/06/25 19:58:58 - mmengine - INFO - Epoch(train) [32][1140/3757] lr: 9.286e-03 eta: 1 day, 16:49:19 time: 0.257 data_time: 0.002 memory: 5036 grad_norm: 4.5993 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 3.3356 loss: 3.3356 2022/06/25 19:59:04 - mmengine - INFO - Epoch(train) [32][1160/3757] lr: 9.286e-03 eta: 1 day, 16:49:15 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 4.7658 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.8391 loss: 2.8391 2022/06/25 19:59:09 - mmengine - INFO - Epoch(train) [32][1180/3757] lr: 9.286e-03 eta: 1 day, 16:49:09 time: 0.268 data_time: 0.006 memory: 5036 grad_norm: 4.5156 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4343 loss: 3.4343 2022/06/25 19:59:14 - mmengine - INFO - Epoch(train) [32][1200/3757] lr: 9.286e-03 eta: 1 day, 16:49:04 time: 0.254 data_time: 0.005 memory: 5036 grad_norm: 5.8567 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.3423 loss: 3.3423 2022/06/25 19:59:19 - mmengine - INFO - Epoch(train) [32][1220/3757] lr: 9.286e-03 eta: 1 day, 16:48:58 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 4.0535 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2261 loss: 3.2261 2022/06/25 19:59:25 - mmengine - INFO - Epoch(train) [32][1240/3757] lr: 9.286e-03 eta: 1 day, 16:48:53 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 5.0389 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8963 loss: 2.8963 2022/06/25 19:59:30 - mmengine - INFO - Epoch(train) [32][1260/3757] lr: 9.286e-03 eta: 1 day, 16:48:47 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 5.5295 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 3.4284 loss: 3.4284 2022/06/25 19:59:35 - mmengine - INFO - Epoch(train) [32][1280/3757] lr: 9.286e-03 eta: 1 day, 16:48:41 time: 0.250 data_time: 0.005 memory: 5036 grad_norm: 5.5477 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.4330 loss: 3.4330 2022/06/25 19:59:40 - mmengine - INFO - Epoch(train) [32][1300/3757] lr: 9.286e-03 eta: 1 day, 16:48:36 time: 0.255 data_time: 0.011 memory: 5036 grad_norm: 5.1063 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9987 loss: 2.9987 2022/06/25 19:59:46 - mmengine - INFO - Epoch(train) [32][1320/3757] lr: 9.286e-03 eta: 1 day, 16:48:31 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 5.6953 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6570 loss: 2.6570 2022/06/25 19:59:51 - mmengine - INFO - Epoch(train) [32][1340/3757] lr: 9.286e-03 eta: 1 day, 16:48:25 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 4.8096 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9295 loss: 2.9295 2022/06/25 19:59:56 - mmengine - INFO - Epoch(train) [32][1360/3757] lr: 9.286e-03 eta: 1 day, 16:48:22 time: 0.251 data_time: 0.009 memory: 5036 grad_norm: 4.5646 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.3397 loss: 3.3397 2022/06/25 20:00:02 - mmengine - INFO - Epoch(train) [32][1380/3757] lr: 9.286e-03 eta: 1 day, 16:48:16 time: 0.250 data_time: 0.008 memory: 5036 grad_norm: 5.2817 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.4919 loss: 3.4919 2022/06/25 20:00:07 - mmengine - INFO - Epoch(train) [32][1400/3757] lr: 9.286e-03 eta: 1 day, 16:48:10 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 4.7652 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.0908 loss: 3.0908 2022/06/25 20:00:12 - mmengine - INFO - Epoch(train) [32][1420/3757] lr: 9.286e-03 eta: 1 day, 16:48:05 time: 0.260 data_time: 0.002 memory: 5036 grad_norm: 5.0461 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9303 loss: 2.9303 2022/06/25 20:00:17 - mmengine - INFO - Epoch(train) [32][1440/3757] lr: 9.286e-03 eta: 1 day, 16:47:59 time: 0.251 data_time: 0.009 memory: 5036 grad_norm: 5.0996 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.2812 loss: 3.2812 2022/06/25 20:00:23 - mmengine - INFO - Epoch(train) [32][1460/3757] lr: 9.286e-03 eta: 1 day, 16:47:55 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 5.3579 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.2013 loss: 3.2013 2022/06/25 20:00:28 - mmengine - INFO - Epoch(train) [32][1480/3757] lr: 9.286e-03 eta: 1 day, 16:47:49 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 5.6483 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0187 loss: 3.0187 2022/06/25 20:00:33 - mmengine - INFO - Epoch(train) [32][1500/3757] lr: 9.286e-03 eta: 1 day, 16:47:44 time: 0.254 data_time: 0.011 memory: 5036 grad_norm: 5.1766 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0782 loss: 3.0782 2022/06/25 20:00:38 - mmengine - INFO - Epoch(train) [32][1520/3757] lr: 9.286e-03 eta: 1 day, 16:47:39 time: 0.252 data_time: 0.005 memory: 5036 grad_norm: 5.4613 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7062 loss: 2.7062 2022/06/25 20:00:42 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 20:00:43 - mmengine - INFO - Epoch(train) [32][1540/3757] lr: 9.286e-03 eta: 1 day, 16:47:33 time: 0.249 data_time: 0.011 memory: 5036 grad_norm: 5.3013 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.9812 loss: 2.9812 2022/06/25 20:00:49 - mmengine - INFO - Epoch(train) [32][1560/3757] lr: 9.286e-03 eta: 1 day, 16:47:27 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 4.9897 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.2385 loss: 3.2385 2022/06/25 20:00:54 - mmengine - INFO - Epoch(train) [32][1580/3757] lr: 9.286e-03 eta: 1 day, 16:47:21 time: 0.259 data_time: 0.014 memory: 5036 grad_norm: 4.8476 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1514 loss: 3.1514 2022/06/25 20:00:59 - mmengine - INFO - Epoch(train) [32][1600/3757] lr: 9.286e-03 eta: 1 day, 16:47:16 time: 0.320 data_time: 0.003 memory: 5036 grad_norm: 4.7753 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.3619 loss: 3.3619 2022/06/25 20:01:04 - mmengine - INFO - Epoch(train) [32][1620/3757] lr: 9.286e-03 eta: 1 day, 16:47:10 time: 0.258 data_time: 0.002 memory: 5036 grad_norm: 5.0972 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.9635 loss: 2.9635 2022/06/25 20:01:10 - mmengine - INFO - Epoch(train) [32][1640/3757] lr: 9.286e-03 eta: 1 day, 16:47:06 time: 0.265 data_time: 0.004 memory: 5036 grad_norm: 4.6013 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2440 loss: 3.2440 2022/06/25 20:01:15 - mmengine - INFO - Epoch(train) [32][1660/3757] lr: 9.286e-03 eta: 1 day, 16:46:59 time: 0.251 data_time: 0.014 memory: 5036 grad_norm: 4.5886 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0503 loss: 3.0503 2022/06/25 20:01:20 - mmengine - INFO - Epoch(train) [32][1680/3757] lr: 9.286e-03 eta: 1 day, 16:46:55 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 5.0191 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.3854 loss: 3.3854 2022/06/25 20:01:25 - mmengine - INFO - Epoch(train) [32][1700/3757] lr: 9.286e-03 eta: 1 day, 16:46:49 time: 0.245 data_time: 0.003 memory: 5036 grad_norm: 5.2439 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.8189 loss: 2.8189 2022/06/25 20:01:31 - mmengine - INFO - Epoch(train) [32][1720/3757] lr: 9.286e-03 eta: 1 day, 16:46:44 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 4.9336 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2055 loss: 3.2055 2022/06/25 20:01:36 - mmengine - INFO - Epoch(train) [32][1740/3757] lr: 9.286e-03 eta: 1 day, 16:46:38 time: 0.250 data_time: 0.013 memory: 5036 grad_norm: 5.1555 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.0582 loss: 3.0582 2022/06/25 20:01:41 - mmengine - INFO - Epoch(train) [32][1760/3757] lr: 9.286e-03 eta: 1 day, 16:46:34 time: 0.247 data_time: 0.009 memory: 5036 grad_norm: 5.7172 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6232 loss: 2.6232 2022/06/25 20:01:46 - mmengine - INFO - Epoch(train) [32][1780/3757] lr: 9.286e-03 eta: 1 day, 16:46:28 time: 0.247 data_time: 0.006 memory: 5036 grad_norm: 4.8762 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.1952 loss: 3.1952 2022/06/25 20:01:52 - mmengine - INFO - Epoch(train) [32][1800/3757] lr: 9.286e-03 eta: 1 day, 16:46:23 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 4.6621 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.1407 loss: 3.1407 2022/06/25 20:01:57 - mmengine - INFO - Epoch(train) [32][1820/3757] lr: 9.286e-03 eta: 1 day, 16:46:17 time: 0.250 data_time: 0.012 memory: 5036 grad_norm: 5.1872 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1382 loss: 3.1382 2022/06/25 20:02:02 - mmengine - INFO - Epoch(train) [32][1840/3757] lr: 9.286e-03 eta: 1 day, 16:46:13 time: 0.259 data_time: 0.002 memory: 5036 grad_norm: 5.5339 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2956 loss: 3.2956 2022/06/25 20:02:07 - mmengine - INFO - Epoch(train) [32][1860/3757] lr: 9.286e-03 eta: 1 day, 16:46:07 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 4.9167 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.0825 loss: 3.0825 2022/06/25 20:02:13 - mmengine - INFO - Epoch(train) [32][1880/3757] lr: 9.286e-03 eta: 1 day, 16:46:02 time: 0.251 data_time: 0.005 memory: 5036 grad_norm: 5.2246 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.1183 loss: 3.1183 2022/06/25 20:02:18 - mmengine - INFO - Epoch(train) [32][1900/3757] lr: 9.286e-03 eta: 1 day, 16:45:56 time: 0.262 data_time: 0.024 memory: 5036 grad_norm: 4.9529 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6858 loss: 2.6858 2022/06/25 20:02:23 - mmengine - INFO - Epoch(train) [32][1920/3757] lr: 9.286e-03 eta: 1 day, 16:45:51 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 5.4191 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0968 loss: 3.0968 2022/06/25 20:02:28 - mmengine - INFO - Epoch(train) [32][1940/3757] lr: 9.286e-03 eta: 1 day, 16:45:44 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 4.7142 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.9200 loss: 2.9200 2022/06/25 20:02:33 - mmengine - INFO - Epoch(train) [32][1960/3757] lr: 9.286e-03 eta: 1 day, 16:45:39 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 4.9258 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.3035 loss: 3.3035 2022/06/25 20:02:39 - mmengine - INFO - Epoch(train) [32][1980/3757] lr: 9.286e-03 eta: 1 day, 16:45:33 time: 0.259 data_time: 0.016 memory: 5036 grad_norm: 5.1341 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0614 loss: 3.0614 2022/06/25 20:02:44 - mmengine - INFO - Epoch(train) [32][2000/3757] lr: 9.286e-03 eta: 1 day, 16:45:29 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 4.7799 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7130 loss: 2.7130 2022/06/25 20:02:49 - mmengine - INFO - Epoch(train) [32][2020/3757] lr: 9.286e-03 eta: 1 day, 16:45:23 time: 0.250 data_time: 0.008 memory: 5036 grad_norm: 5.3129 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.9580 loss: 2.9580 2022/06/25 20:02:55 - mmengine - INFO - Epoch(train) [32][2040/3757] lr: 9.286e-03 eta: 1 day, 16:45:18 time: 0.260 data_time: 0.005 memory: 5036 grad_norm: 5.3493 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1819 loss: 3.1819 2022/06/25 20:03:00 - mmengine - INFO - Epoch(train) [32][2060/3757] lr: 9.286e-03 eta: 1 day, 16:45:13 time: 0.267 data_time: 0.023 memory: 5036 grad_norm: 4.9084 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3837 loss: 3.3837 2022/06/25 20:03:05 - mmengine - INFO - Epoch(train) [32][2080/3757] lr: 9.286e-03 eta: 1 day, 16:45:07 time: 0.262 data_time: 0.002 memory: 5036 grad_norm: 5.7667 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.0021 loss: 3.0021 2022/06/25 20:03:10 - mmengine - INFO - Epoch(train) [32][2100/3757] lr: 9.286e-03 eta: 1 day, 16:45:01 time: 0.245 data_time: 0.006 memory: 5036 grad_norm: 4.9986 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0848 loss: 3.0848 2022/06/25 20:03:15 - mmengine - INFO - Epoch(train) [32][2120/3757] lr: 9.286e-03 eta: 1 day, 16:44:55 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 4.6098 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.0404 loss: 3.0404 2022/06/25 20:03:21 - mmengine - INFO - Epoch(train) [32][2140/3757] lr: 9.286e-03 eta: 1 day, 16:44:52 time: 0.260 data_time: 0.002 memory: 5036 grad_norm: 5.4064 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.1748 loss: 3.1748 2022/06/25 20:03:26 - mmengine - INFO - Epoch(train) [32][2160/3757] lr: 9.286e-03 eta: 1 day, 16:44:46 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 4.7133 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8372 loss: 2.8372 2022/06/25 20:03:31 - mmengine - INFO - Epoch(train) [32][2180/3757] lr: 9.286e-03 eta: 1 day, 16:44:41 time: 0.252 data_time: 0.008 memory: 5036 grad_norm: 5.3619 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.5844 loss: 3.5844 2022/06/25 20:03:36 - mmengine - INFO - Epoch(train) [32][2200/3757] lr: 9.286e-03 eta: 1 day, 16:44:35 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 5.3640 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0322 loss: 3.0322 2022/06/25 20:03:42 - mmengine - INFO - Epoch(train) [32][2220/3757] lr: 9.286e-03 eta: 1 day, 16:44:32 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 5.0735 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1616 loss: 3.1616 2022/06/25 20:03:47 - mmengine - INFO - Epoch(train) [32][2240/3757] lr: 9.286e-03 eta: 1 day, 16:44:26 time: 0.243 data_time: 0.002 memory: 5036 grad_norm: 5.9254 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.1503 loss: 3.1503 2022/06/25 20:03:53 - mmengine - INFO - Epoch(train) [32][2260/3757] lr: 9.286e-03 eta: 1 day, 16:44:20 time: 0.253 data_time: 0.008 memory: 5036 grad_norm: 4.6519 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.1561 loss: 3.1561 2022/06/25 20:03:58 - mmengine - INFO - Epoch(train) [32][2280/3757] lr: 9.286e-03 eta: 1 day, 16:44:14 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 4.8449 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.2487 loss: 3.2487 2022/06/25 20:04:03 - mmengine - INFO - Epoch(train) [32][2300/3757] lr: 9.286e-03 eta: 1 day, 16:44:10 time: 0.246 data_time: 0.009 memory: 5036 grad_norm: 4.5088 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8626 loss: 2.8626 2022/06/25 20:04:08 - mmengine - INFO - Epoch(train) [32][2320/3757] lr: 9.286e-03 eta: 1 day, 16:44:04 time: 0.247 data_time: 0.005 memory: 5036 grad_norm: 4.7347 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.6796 loss: 2.6796 2022/06/25 20:04:14 - mmengine - INFO - Epoch(train) [32][2340/3757] lr: 9.286e-03 eta: 1 day, 16:43:59 time: 0.257 data_time: 0.002 memory: 5036 grad_norm: 5.1841 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.8663 loss: 2.8663 2022/06/25 20:04:19 - mmengine - INFO - Epoch(train) [32][2360/3757] lr: 9.286e-03 eta: 1 day, 16:43:53 time: 0.248 data_time: 0.005 memory: 5036 grad_norm: 5.8742 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 2.9718 loss: 2.9718 2022/06/25 20:04:24 - mmengine - INFO - Epoch(train) [32][2380/3757] lr: 9.286e-03 eta: 1 day, 16:43:50 time: 0.251 data_time: 0.007 memory: 5036 grad_norm: 5.5469 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.3248 loss: 3.3248 2022/06/25 20:04:30 - mmengine - INFO - Epoch(train) [32][2400/3757] lr: 9.286e-03 eta: 1 day, 16:43:43 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 5.0229 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1671 loss: 3.1671 2022/06/25 20:04:35 - mmengine - INFO - Epoch(train) [32][2420/3757] lr: 9.286e-03 eta: 1 day, 16:43:38 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 5.9342 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1595 loss: 3.1595 2022/06/25 20:04:40 - mmengine - INFO - Epoch(train) [32][2440/3757] lr: 9.286e-03 eta: 1 day, 16:43:35 time: 0.389 data_time: 0.002 memory: 5036 grad_norm: 5.4654 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.5821 loss: 2.5821 2022/06/25 20:04:45 - mmengine - INFO - Epoch(train) [32][2460/3757] lr: 9.286e-03 eta: 1 day, 16:43:29 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 5.2805 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1327 loss: 3.1327 2022/06/25 20:04:51 - mmengine - INFO - Epoch(train) [32][2480/3757] lr: 9.286e-03 eta: 1 day, 16:43:23 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 5.1476 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.2965 loss: 3.2965 2022/06/25 20:04:56 - mmengine - INFO - Epoch(train) [32][2500/3757] lr: 9.286e-03 eta: 1 day, 16:43:17 time: 0.251 data_time: 0.005 memory: 5036 grad_norm: 5.2416 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1991 loss: 3.1991 2022/06/25 20:05:01 - mmengine - INFO - Epoch(train) [32][2520/3757] lr: 9.286e-03 eta: 1 day, 16:43:12 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 4.9708 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0133 loss: 3.0133 2022/06/25 20:05:04 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 20:05:06 - mmengine - INFO - Epoch(train) [32][2540/3757] lr: 9.286e-03 eta: 1 day, 16:43:05 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 5.1693 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.3796 loss: 3.3796 2022/06/25 20:05:11 - mmengine - INFO - Epoch(train) [32][2560/3757] lr: 9.286e-03 eta: 1 day, 16:42:59 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 5.5122 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.6495 loss: 2.6495 2022/06/25 20:05:16 - mmengine - INFO - Epoch(train) [32][2580/3757] lr: 9.286e-03 eta: 1 day, 16:42:53 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 5.1624 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1215 loss: 3.1215 2022/06/25 20:05:21 - mmengine - INFO - Epoch(train) [32][2600/3757] lr: 9.286e-03 eta: 1 day, 16:42:47 time: 0.249 data_time: 0.005 memory: 5036 grad_norm: 4.7151 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0415 loss: 3.0415 2022/06/25 20:05:26 - mmengine - INFO - Epoch(train) [32][2620/3757] lr: 9.286e-03 eta: 1 day, 16:42:41 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 4.9057 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.2381 loss: 3.2381 2022/06/25 20:05:32 - mmengine - INFO - Epoch(train) [32][2640/3757] lr: 9.286e-03 eta: 1 day, 16:42:35 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 5.3203 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.8766 loss: 2.8766 2022/06/25 20:05:37 - mmengine - INFO - Epoch(train) [32][2660/3757] lr: 9.286e-03 eta: 1 day, 16:42:29 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 5.2918 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.2961 loss: 3.2961 2022/06/25 20:05:42 - mmengine - INFO - Epoch(train) [32][2680/3757] lr: 9.286e-03 eta: 1 day, 16:42:25 time: 0.256 data_time: 0.002 memory: 5036 grad_norm: 5.2350 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2055 loss: 3.2055 2022/06/25 20:05:47 - mmengine - INFO - Epoch(train) [32][2700/3757] lr: 9.286e-03 eta: 1 day, 16:42:19 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 4.9638 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.1054 loss: 3.1054 2022/06/25 20:05:52 - mmengine - INFO - Epoch(train) [32][2720/3757] lr: 9.286e-03 eta: 1 day, 16:42:14 time: 0.262 data_time: 0.011 memory: 5036 grad_norm: 4.8690 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9024 loss: 2.9024 2022/06/25 20:05:58 - mmengine - INFO - Epoch(train) [32][2740/3757] lr: 9.286e-03 eta: 1 day, 16:42:08 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 4.6316 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.0765 loss: 3.0765 2022/06/25 20:06:04 - mmengine - INFO - Epoch(train) [32][2760/3757] lr: 9.286e-03 eta: 1 day, 16:42:06 time: 0.271 data_time: 0.006 memory: 5036 grad_norm: 4.9672 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8181 loss: 2.8181 2022/06/25 20:06:09 - mmengine - INFO - Epoch(train) [32][2780/3757] lr: 9.286e-03 eta: 1 day, 16:41:59 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 5.8115 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.3524 loss: 3.3524 2022/06/25 20:06:14 - mmengine - INFO - Epoch(train) [32][2800/3757] lr: 9.286e-03 eta: 1 day, 16:41:54 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 4.9498 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7408 loss: 2.7408 2022/06/25 20:06:19 - mmengine - INFO - Epoch(train) [32][2820/3757] lr: 9.286e-03 eta: 1 day, 16:41:49 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 5.4153 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.3951 loss: 3.3951 2022/06/25 20:06:25 - mmengine - INFO - Epoch(train) [32][2840/3757] lr: 9.286e-03 eta: 1 day, 16:41:44 time: 0.245 data_time: 0.007 memory: 5036 grad_norm: 4.6959 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.2140 loss: 3.2140 2022/06/25 20:06:30 - mmengine - INFO - Epoch(train) [32][2860/3757] lr: 9.286e-03 eta: 1 day, 16:41:39 time: 0.410 data_time: 0.157 memory: 5036 grad_norm: 4.8286 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.0397 loss: 3.0397 2022/06/25 20:06:35 - mmengine - INFO - Epoch(train) [32][2880/3757] lr: 9.286e-03 eta: 1 day, 16:41:33 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 4.5098 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.4896 loss: 3.4896 2022/06/25 20:06:41 - mmengine - INFO - Epoch(train) [32][2900/3757] lr: 9.286e-03 eta: 1 day, 16:41:30 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 5.1813 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0206 loss: 3.0206 2022/06/25 20:06:46 - mmengine - INFO - Epoch(train) [32][2920/3757] lr: 9.286e-03 eta: 1 day, 16:41:24 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 5.0268 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.4519 loss: 3.4519 2022/06/25 20:06:51 - mmengine - INFO - Epoch(train) [32][2940/3757] lr: 9.286e-03 eta: 1 day, 16:41:19 time: 0.251 data_time: 0.005 memory: 5036 grad_norm: 5.2923 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8604 loss: 2.8604 2022/06/25 20:06:56 - mmengine - INFO - Epoch(train) [32][2960/3757] lr: 9.286e-03 eta: 1 day, 16:41:12 time: 0.244 data_time: 0.006 memory: 5036 grad_norm: 4.7303 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7205 loss: 2.7205 2022/06/25 20:07:01 - mmengine - INFO - Epoch(train) [32][2980/3757] lr: 9.286e-03 eta: 1 day, 16:41:06 time: 0.250 data_time: 0.005 memory: 5036 grad_norm: 5.4864 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 3.2977 loss: 3.2977 2022/06/25 20:07:06 - mmengine - INFO - Epoch(train) [32][3000/3757] lr: 9.286e-03 eta: 1 day, 16:41:00 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 4.6472 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9104 loss: 2.9104 2022/06/25 20:07:11 - mmengine - INFO - Epoch(train) [32][3020/3757] lr: 9.286e-03 eta: 1 day, 16:40:54 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 4.9988 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.6005 loss: 3.6005 2022/06/25 20:07:16 - mmengine - INFO - Epoch(train) [32][3040/3757] lr: 9.286e-03 eta: 1 day, 16:40:48 time: 0.263 data_time: 0.005 memory: 5036 grad_norm: 5.4152 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8015 loss: 2.8015 2022/06/25 20:07:22 - mmengine - INFO - Epoch(train) [32][3060/3757] lr: 9.286e-03 eta: 1 day, 16:40:43 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 4.5732 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.2211 loss: 3.2211 2022/06/25 20:07:27 - mmengine - INFO - Epoch(train) [32][3080/3757] lr: 9.286e-03 eta: 1 day, 16:40:37 time: 0.247 data_time: 0.008 memory: 5036 grad_norm: 4.9470 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0823 loss: 3.0823 2022/06/25 20:07:32 - mmengine - INFO - Epoch(train) [32][3100/3757] lr: 9.286e-03 eta: 1 day, 16:40:31 time: 0.251 data_time: 0.008 memory: 5036 grad_norm: 5.0890 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.2525 loss: 3.2525 2022/06/25 20:07:37 - mmengine - INFO - Epoch(train) [32][3120/3757] lr: 9.286e-03 eta: 1 day, 16:40:25 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 5.1603 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.8280 loss: 2.8280 2022/06/25 20:07:42 - mmengine - INFO - Epoch(train) [32][3140/3757] lr: 9.286e-03 eta: 1 day, 16:40:19 time: 0.265 data_time: 0.002 memory: 5036 grad_norm: 4.9945 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6338 loss: 2.6338 2022/06/25 20:07:47 - mmengine - INFO - Epoch(train) [32][3160/3757] lr: 9.286e-03 eta: 1 day, 16:40:13 time: 0.253 data_time: 0.008 memory: 5036 grad_norm: 5.7228 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.7980 loss: 3.7980 2022/06/25 20:07:52 - mmengine - INFO - Epoch(train) [32][3180/3757] lr: 9.286e-03 eta: 1 day, 16:40:07 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 5.4080 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.0609 loss: 3.0609 2022/06/25 20:07:58 - mmengine - INFO - Epoch(train) [32][3200/3757] lr: 9.286e-03 eta: 1 day, 16:40:01 time: 0.251 data_time: 0.009 memory: 5036 grad_norm: 5.1862 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.3286 loss: 3.3286 2022/06/25 20:08:04 - mmengine - INFO - Epoch(train) [32][3220/3757] lr: 9.286e-03 eta: 1 day, 16:40:00 time: 0.255 data_time: 0.008 memory: 5036 grad_norm: 4.3481 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1429 loss: 3.1429 2022/06/25 20:08:09 - mmengine - INFO - Epoch(train) [32][3240/3757] lr: 9.286e-03 eta: 1 day, 16:39:55 time: 0.267 data_time: 0.002 memory: 5036 grad_norm: 4.7500 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.8862 loss: 2.8862 2022/06/25 20:08:14 - mmengine - INFO - Epoch(train) [32][3260/3757] lr: 9.286e-03 eta: 1 day, 16:39:50 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 5.0507 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6607 loss: 2.6607 2022/06/25 20:08:19 - mmengine - INFO - Epoch(train) [32][3280/3757] lr: 9.286e-03 eta: 1 day, 16:39:44 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 5.3754 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.7887 loss: 3.7887 2022/06/25 20:08:25 - mmengine - INFO - Epoch(train) [32][3300/3757] lr: 9.286e-03 eta: 1 day, 16:39:41 time: 0.254 data_time: 0.008 memory: 5036 grad_norm: 5.2429 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9323 loss: 2.9323 2022/06/25 20:08:31 - mmengine - INFO - Epoch(train) [32][3320/3757] lr: 9.286e-03 eta: 1 day, 16:39:36 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 5.2888 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.2952 loss: 3.2952 2022/06/25 20:08:36 - mmengine - INFO - Epoch(train) [32][3340/3757] lr: 9.286e-03 eta: 1 day, 16:39:30 time: 0.254 data_time: 0.005 memory: 5036 grad_norm: 5.1235 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.2964 loss: 3.2964 2022/06/25 20:08:41 - mmengine - INFO - Epoch(train) [32][3360/3757] lr: 9.286e-03 eta: 1 day, 16:39:25 time: 0.252 data_time: 0.008 memory: 5036 grad_norm: 4.6489 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0038 loss: 3.0038 2022/06/25 20:08:46 - mmengine - INFO - Epoch(train) [32][3380/3757] lr: 9.286e-03 eta: 1 day, 16:39:19 time: 0.244 data_time: 0.008 memory: 5036 grad_norm: 4.6463 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7954 loss: 2.7954 2022/06/25 20:08:51 - mmengine - INFO - Epoch(train) [32][3400/3757] lr: 9.286e-03 eta: 1 day, 16:39:14 time: 0.247 data_time: 0.006 memory: 5036 grad_norm: 5.0131 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 3.1654 loss: 3.1654 2022/06/25 20:08:56 - mmengine - INFO - Epoch(train) [32][3420/3757] lr: 9.286e-03 eta: 1 day, 16:39:07 time: 0.256 data_time: 0.012 memory: 5036 grad_norm: 5.2419 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1870 loss: 3.1870 2022/06/25 20:09:02 - mmengine - INFO - Epoch(train) [32][3440/3757] lr: 9.286e-03 eta: 1 day, 16:39:02 time: 0.253 data_time: 0.005 memory: 5036 grad_norm: 5.4365 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.1711 loss: 3.1711 2022/06/25 20:09:07 - mmengine - INFO - Epoch(train) [32][3460/3757] lr: 9.286e-03 eta: 1 day, 16:38:56 time: 0.247 data_time: 0.006 memory: 5036 grad_norm: 5.4248 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8633 loss: 2.8633 2022/06/25 20:09:12 - mmengine - INFO - Epoch(train) [32][3480/3757] lr: 9.286e-03 eta: 1 day, 16:38:51 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 5.4218 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1961 loss: 3.1961 2022/06/25 20:09:17 - mmengine - INFO - Epoch(train) [32][3500/3757] lr: 9.286e-03 eta: 1 day, 16:38:45 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 6.1360 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.3392 loss: 3.3392 2022/06/25 20:09:23 - mmengine - INFO - Epoch(train) [32][3520/3757] lr: 9.286e-03 eta: 1 day, 16:38:42 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 5.3200 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4034 loss: 3.4034 2022/06/25 20:09:26 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 20:09:28 - mmengine - INFO - Epoch(train) [32][3540/3757] lr: 9.286e-03 eta: 1 day, 16:38:35 time: 0.255 data_time: 0.008 memory: 5036 grad_norm: 5.2245 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.2895 loss: 3.2895 2022/06/25 20:09:33 - mmengine - INFO - Epoch(train) [32][3560/3757] lr: 9.286e-03 eta: 1 day, 16:38:29 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 5.0533 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8316 loss: 2.8316 2022/06/25 20:09:38 - mmengine - INFO - Epoch(train) [32][3580/3757] lr: 9.286e-03 eta: 1 day, 16:38:23 time: 0.259 data_time: 0.002 memory: 5036 grad_norm: 5.0492 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0263 loss: 3.0263 2022/06/25 20:09:44 - mmengine - INFO - Epoch(train) [32][3600/3757] lr: 9.286e-03 eta: 1 day, 16:38:19 time: 0.251 data_time: 0.012 memory: 5036 grad_norm: 5.4055 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.0725 loss: 3.0725 2022/06/25 20:09:49 - mmengine - INFO - Epoch(train) [32][3620/3757] lr: 9.286e-03 eta: 1 day, 16:38:13 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 5.1483 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8804 loss: 2.8804 2022/06/25 20:09:54 - mmengine - INFO - Epoch(train) [32][3640/3757] lr: 9.286e-03 eta: 1 day, 16:38:08 time: 0.257 data_time: 0.005 memory: 5036 grad_norm: 4.7050 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7875 loss: 2.7875 2022/06/25 20:09:59 - mmengine - INFO - Epoch(train) [32][3660/3757] lr: 9.286e-03 eta: 1 day, 16:38:02 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 5.0582 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.0703 loss: 3.0703 2022/06/25 20:10:05 - mmengine - INFO - Epoch(train) [32][3680/3757] lr: 9.286e-03 eta: 1 day, 16:37:58 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 5.2999 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2929 loss: 3.2929 2022/06/25 20:10:10 - mmengine - INFO - Epoch(train) [32][3700/3757] lr: 9.286e-03 eta: 1 day, 16:37:52 time: 0.264 data_time: 0.006 memory: 5036 grad_norm: 5.1149 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7241 loss: 2.7241 2022/06/25 20:10:15 - mmengine - INFO - Epoch(train) [32][3720/3757] lr: 9.286e-03 eta: 1 day, 16:37:47 time: 0.250 data_time: 0.014 memory: 5036 grad_norm: 5.1475 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.3732 loss: 3.3732 2022/06/25 20:10:21 - mmengine - INFO - Epoch(train) [32][3740/3757] lr: 9.286e-03 eta: 1 day, 16:37:44 time: 0.927 data_time: 0.042 memory: 5036 grad_norm: 5.6931 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.3548 loss: 3.3548 2022/06/25 20:10:25 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 20:10:25 - mmengine - INFO - Saving checkpoint at 32 epochs 2022/06/25 20:10:37 - mmengine - INFO - Epoch(val) [32][20/310] eta: 0:01:45 time: 0.112 data_time: 0.011 memory: 5036 2022/06/25 20:10:42 - mmengine - INFO - Epoch(val) [32][40/310] eta: 0:01:39 time: 0.111 data_time: 0.005 memory: 1723 2022/06/25 20:10:47 - mmengine - INFO - Epoch(val) [32][60/310] eta: 0:00:26 time: 0.103 data_time: 0.002 memory: 1723 2022/06/25 20:10:51 - mmengine - INFO - Epoch(val) [32][80/310] eta: 0:00:24 time: 0.103 data_time: 0.002 memory: 1723 2022/06/25 20:10:58 - mmengine - INFO - Epoch(val) [32][100/310] eta: 0:01:13 time: 0.105 data_time: 0.002 memory: 1723 2022/06/25 20:11:03 - mmengine - INFO - Epoch(val) [32][120/310] eta: 0:01:03 time: 0.103 data_time: 0.006 memory: 1723 2022/06/25 20:11:07 - mmengine - INFO - Epoch(val) [32][140/310] eta: 0:00:19 time: 0.098 data_time: 0.002 memory: 1723 2022/06/25 20:11:12 - mmengine - INFO - Epoch(val) [32][160/310] eta: 0:00:15 time: 0.103 data_time: 0.001 memory: 1723 2022/06/25 20:11:19 - mmengine - INFO - Epoch(val) [32][180/310] eta: 0:00:43 time: 0.107 data_time: 0.001 memory: 1723 2022/06/25 20:11:24 - mmengine - INFO - Epoch(val) [32][200/310] eta: 0:00:38 time: 0.116 data_time: 0.014 memory: 1723 2022/06/25 20:11:28 - mmengine - INFO - Epoch(val) [32][220/310] eta: 0:00:12 time: 0.103 data_time: 0.002 memory: 1723 2022/06/25 20:11:33 - mmengine - INFO - Epoch(val) [32][240/310] eta: 0:00:07 time: 0.103 data_time: 0.001 memory: 1723 2022/06/25 20:11:40 - mmengine - INFO - Epoch(val) [32][260/310] eta: 0:00:18 time: 0.103 data_time: 0.002 memory: 1723 2022/06/25 20:11:45 - mmengine - INFO - Epoch(val) [32][280/310] eta: 0:00:09 time: 0.108 data_time: 0.001 memory: 1723 2022/06/25 20:11:47 - mmengine - INFO - Epoch(val) [32][300/310] eta: 0:00:01 time: 0.097 data_time: 0.001 memory: 1723 2022/06/25 20:11:49 - mmengine - INFO - Epoch(val) [32][310/310] acc/top1: 0.3953 acc/top5: 0.6647 acc/mean1: 0.3952 2022/06/25 20:11:59 - mmengine - INFO - Epoch(train) [33][20/3757] lr: 9.240e-03 eta: 1 day, 16:37:48 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 5.0727 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6868 loss: 2.6868 2022/06/25 20:12:04 - mmengine - INFO - Epoch(train) [33][40/3757] lr: 9.240e-03 eta: 1 day, 16:37:42 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 6.0201 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1692 loss: 3.1692 2022/06/25 20:12:10 - mmengine - INFO - Epoch(train) [33][60/3757] lr: 9.240e-03 eta: 1 day, 16:37:37 time: 0.245 data_time: 0.003 memory: 5036 grad_norm: 4.9611 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.3612 loss: 3.3612 2022/06/25 20:12:15 - mmengine - INFO - Epoch(train) [33][80/3757] lr: 9.240e-03 eta: 1 day, 16:37:31 time: 0.244 data_time: 0.005 memory: 5036 grad_norm: 5.1464 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9325 loss: 2.9325 2022/06/25 20:12:20 - mmengine - INFO - Epoch(train) [33][100/3757] lr: 9.240e-03 eta: 1 day, 16:37:25 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 4.6935 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.9039 loss: 2.9039 2022/06/25 20:12:25 - mmengine - INFO - Epoch(train) [33][120/3757] lr: 9.240e-03 eta: 1 day, 16:37:20 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 4.3011 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0436 loss: 3.0436 2022/06/25 20:12:31 - mmengine - INFO - Epoch(train) [33][140/3757] lr: 9.240e-03 eta: 1 day, 16:37:17 time: 0.732 data_time: 0.002 memory: 5036 grad_norm: 4.6850 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2555 loss: 3.2555 2022/06/25 20:12:36 - mmengine - INFO - Epoch(train) [33][160/3757] lr: 9.240e-03 eta: 1 day, 16:37:11 time: 0.258 data_time: 0.002 memory: 5036 grad_norm: 4.6393 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.3499 loss: 3.3499 2022/06/25 20:12:41 - mmengine - INFO - Epoch(train) [33][180/3757] lr: 9.240e-03 eta: 1 day, 16:37:06 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 5.1997 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.4267 loss: 3.4267 2022/06/25 20:12:47 - mmengine - INFO - Epoch(train) [33][200/3757] lr: 9.240e-03 eta: 1 day, 16:37:01 time: 0.256 data_time: 0.002 memory: 5036 grad_norm: 5.4445 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.8832 loss: 2.8832 2022/06/25 20:12:52 - mmengine - INFO - Epoch(train) [33][220/3757] lr: 9.240e-03 eta: 1 day, 16:36:57 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 5.0021 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9565 loss: 2.9565 2022/06/25 20:12:57 - mmengine - INFO - Epoch(train) [33][240/3757] lr: 9.240e-03 eta: 1 day, 16:36:51 time: 0.247 data_time: 0.005 memory: 5036 grad_norm: 4.7606 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.8187 loss: 2.8187 2022/06/25 20:13:03 - mmengine - INFO - Epoch(train) [33][260/3757] lr: 9.240e-03 eta: 1 day, 16:36:46 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 5.1205 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8596 loss: 2.8596 2022/06/25 20:13:08 - mmengine - INFO - Epoch(train) [33][280/3757] lr: 9.240e-03 eta: 1 day, 16:36:40 time: 0.247 data_time: 0.006 memory: 5036 grad_norm: 5.7480 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0207 loss: 3.0207 2022/06/25 20:13:13 - mmengine - INFO - Epoch(train) [33][300/3757] lr: 9.240e-03 eta: 1 day, 16:36:35 time: 0.246 data_time: 0.005 memory: 5036 grad_norm: 5.3783 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9401 loss: 2.9401 2022/06/25 20:13:18 - mmengine - INFO - Epoch(train) [33][320/3757] lr: 9.240e-03 eta: 1 day, 16:36:29 time: 0.248 data_time: 0.005 memory: 5036 grad_norm: 4.8144 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.9129 loss: 2.9129 2022/06/25 20:13:23 - mmengine - INFO - Epoch(train) [33][340/3757] lr: 9.240e-03 eta: 1 day, 16:36:23 time: 0.262 data_time: 0.011 memory: 5036 grad_norm: 5.4184 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0879 loss: 3.0879 2022/06/25 20:13:29 - mmengine - INFO - Epoch(train) [33][360/3757] lr: 9.240e-03 eta: 1 day, 16:36:18 time: 0.245 data_time: 0.003 memory: 5036 grad_norm: 5.1393 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2905 loss: 3.2905 2022/06/25 20:13:34 - mmengine - INFO - Epoch(train) [33][380/3757] lr: 9.240e-03 eta: 1 day, 16:36:12 time: 0.250 data_time: 0.008 memory: 5036 grad_norm: 4.6180 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.4993 loss: 3.4993 2022/06/25 20:13:39 - mmengine - INFO - Epoch(train) [33][400/3757] lr: 9.240e-03 eta: 1 day, 16:36:06 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 4.9844 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.4680 loss: 3.4680 2022/06/25 20:13:44 - mmengine - INFO - Epoch(train) [33][420/3757] lr: 9.240e-03 eta: 1 day, 16:36:01 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 5.5848 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.5725 loss: 2.5725 2022/06/25 20:13:49 - mmengine - INFO - Epoch(train) [33][440/3757] lr: 9.240e-03 eta: 1 day, 16:35:55 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 5.2395 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1808 loss: 3.1808 2022/06/25 20:13:55 - mmengine - INFO - Epoch(train) [33][460/3757] lr: 9.240e-03 eta: 1 day, 16:35:52 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 5.1135 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2838 loss: 3.2838 2022/06/25 20:14:00 - mmengine - INFO - Epoch(train) [33][480/3757] lr: 9.240e-03 eta: 1 day, 16:35:46 time: 0.246 data_time: 0.005 memory: 5036 grad_norm: 5.7539 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.8707 loss: 2.8707 2022/06/25 20:14:05 - mmengine - INFO - Epoch(train) [33][500/3757] lr: 9.240e-03 eta: 1 day, 16:35:40 time: 0.265 data_time: 0.002 memory: 5036 grad_norm: 5.3604 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.7229 loss: 2.7229 2022/06/25 20:14:11 - mmengine - INFO - Epoch(train) [33][520/3757] lr: 9.240e-03 eta: 1 day, 16:35:36 time: 0.727 data_time: 0.135 memory: 5036 grad_norm: 4.8122 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.1021 loss: 3.1021 2022/06/25 20:14:16 - mmengine - INFO - Epoch(train) [33][540/3757] lr: 9.240e-03 eta: 1 day, 16:35:30 time: 0.244 data_time: 0.006 memory: 5036 grad_norm: 5.5168 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.9180 loss: 2.9180 2022/06/25 20:14:21 - mmengine - INFO - Epoch(train) [33][560/3757] lr: 9.240e-03 eta: 1 day, 16:35:25 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 5.4307 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.2790 loss: 3.2790 2022/06/25 20:14:26 - mmengine - INFO - Epoch(train) [33][580/3757] lr: 9.240e-03 eta: 1 day, 16:35:19 time: 0.272 data_time: 0.002 memory: 5036 grad_norm: 5.2598 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1173 loss: 3.1173 2022/06/25 20:14:32 - mmengine - INFO - Epoch(train) [33][600/3757] lr: 9.240e-03 eta: 1 day, 16:35:14 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 4.8811 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.6231 loss: 3.6231 2022/06/25 20:14:37 - mmengine - INFO - Epoch(train) [33][620/3757] lr: 9.240e-03 eta: 1 day, 16:35:08 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 5.1155 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.9367 loss: 2.9367 2022/06/25 20:14:42 - mmengine - INFO - Epoch(train) [33][640/3757] lr: 9.240e-03 eta: 1 day, 16:35:02 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 5.3861 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0980 loss: 3.0980 2022/06/25 20:14:47 - mmengine - INFO - Epoch(train) [33][660/3757] lr: 9.240e-03 eta: 1 day, 16:34:56 time: 0.285 data_time: 0.003 memory: 5036 grad_norm: 5.5847 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.3791 loss: 3.3791 2022/06/25 20:14:53 - mmengine - INFO - Epoch(train) [33][680/3757] lr: 9.240e-03 eta: 1 day, 16:34:54 time: 0.257 data_time: 0.008 memory: 5036 grad_norm: 5.6514 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0237 loss: 3.0237 2022/06/25 20:14:58 - mmengine - INFO - Epoch(train) [33][700/3757] lr: 9.240e-03 eta: 1 day, 16:34:48 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 5.7060 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.9411 loss: 2.9411 2022/06/25 20:15:03 - mmengine - INFO - Epoch(train) [33][720/3757] lr: 9.240e-03 eta: 1 day, 16:34:42 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 5.0873 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.0716 loss: 3.0716 2022/06/25 20:15:08 - mmengine - INFO - Epoch(train) [33][740/3757] lr: 9.240e-03 eta: 1 day, 16:34:37 time: 0.275 data_time: 0.003 memory: 5036 grad_norm: 5.0531 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.4975 loss: 3.4975 2022/06/25 20:15:14 - mmengine - INFO - Epoch(train) [33][760/3757] lr: 9.240e-03 eta: 1 day, 16:34:34 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 5.0399 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.3674 loss: 3.3674 2022/06/25 20:15:18 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 20:15:19 - mmengine - INFO - Epoch(train) [33][780/3757] lr: 9.240e-03 eta: 1 day, 16:34:28 time: 0.247 data_time: 0.006 memory: 5036 grad_norm: 5.2806 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9227 loss: 2.9227 2022/06/25 20:15:25 - mmengine - INFO - Epoch(train) [33][800/3757] lr: 9.240e-03 eta: 1 day, 16:34:23 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 5.2788 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.0481 loss: 3.0481 2022/06/25 20:15:30 - mmengine - INFO - Epoch(train) [33][820/3757] lr: 9.240e-03 eta: 1 day, 16:34:17 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 4.7886 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8381 loss: 2.8381 2022/06/25 20:15:35 - mmengine - INFO - Epoch(train) [33][840/3757] lr: 9.240e-03 eta: 1 day, 16:34:12 time: 0.250 data_time: 0.005 memory: 5036 grad_norm: 4.9708 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6351 loss: 2.6351 2022/06/25 20:15:40 - mmengine - INFO - Epoch(train) [33][860/3757] lr: 9.240e-03 eta: 1 day, 16:34:06 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 5.1788 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0216 loss: 3.0216 2022/06/25 20:15:45 - mmengine - INFO - Epoch(train) [33][880/3757] lr: 9.240e-03 eta: 1 day, 16:34:00 time: 0.250 data_time: 0.005 memory: 5036 grad_norm: 4.8108 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7559 loss: 2.7559 2022/06/25 20:15:51 - mmengine - INFO - Epoch(train) [33][900/3757] lr: 9.240e-03 eta: 1 day, 16:33:56 time: 0.649 data_time: 0.002 memory: 5036 grad_norm: 6.0116 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.3050 loss: 3.3050 2022/06/25 20:15:56 - mmengine - INFO - Epoch(train) [33][920/3757] lr: 9.240e-03 eta: 1 day, 16:33:50 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 5.0225 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.7619 loss: 2.7619 2022/06/25 20:16:01 - mmengine - INFO - Epoch(train) [33][940/3757] lr: 9.240e-03 eta: 1 day, 16:33:43 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 5.2477 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.2365 loss: 3.2365 2022/06/25 20:16:06 - mmengine - INFO - Epoch(train) [33][960/3757] lr: 9.240e-03 eta: 1 day, 16:33:38 time: 0.252 data_time: 0.005 memory: 5036 grad_norm: 5.1458 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6449 loss: 2.6449 2022/06/25 20:16:11 - mmengine - INFO - Epoch(train) [33][980/3757] lr: 9.240e-03 eta: 1 day, 16:33:33 time: 0.259 data_time: 0.002 memory: 5036 grad_norm: 4.8848 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.8481 loss: 3.8481 2022/06/25 20:16:17 - mmengine - INFO - Epoch(train) [33][1000/3757] lr: 9.240e-03 eta: 1 day, 16:33:27 time: 0.250 data_time: 0.005 memory: 5036 grad_norm: 5.0762 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 3.0686 loss: 3.0686 2022/06/25 20:16:22 - mmengine - INFO - Epoch(train) [33][1020/3757] lr: 9.240e-03 eta: 1 day, 16:33:21 time: 0.257 data_time: 0.002 memory: 5036 grad_norm: 4.9988 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9029 loss: 2.9029 2022/06/25 20:16:27 - mmengine - INFO - Epoch(train) [33][1040/3757] lr: 9.240e-03 eta: 1 day, 16:33:15 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 4.9837 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0491 loss: 3.0491 2022/06/25 20:16:32 - mmengine - INFO - Epoch(train) [33][1060/3757] lr: 9.240e-03 eta: 1 day, 16:33:11 time: 0.268 data_time: 0.002 memory: 5036 grad_norm: 5.7755 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.9417 loss: 2.9417 2022/06/25 20:16:38 - mmengine - INFO - Epoch(train) [33][1080/3757] lr: 9.240e-03 eta: 1 day, 16:33:05 time: 0.261 data_time: 0.015 memory: 5036 grad_norm: 4.8760 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.3880 loss: 3.3880 2022/06/25 20:16:43 - mmengine - INFO - Epoch(train) [33][1100/3757] lr: 9.240e-03 eta: 1 day, 16:32:59 time: 0.264 data_time: 0.002 memory: 5036 grad_norm: 5.1783 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.9206 loss: 2.9206 2022/06/25 20:16:48 - mmengine - INFO - Epoch(train) [33][1120/3757] lr: 9.240e-03 eta: 1 day, 16:32:54 time: 0.258 data_time: 0.005 memory: 5036 grad_norm: 5.0411 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8990 loss: 2.8990 2022/06/25 20:16:54 - mmengine - INFO - Epoch(train) [33][1140/3757] lr: 9.240e-03 eta: 1 day, 16:32:52 time: 0.271 data_time: 0.003 memory: 5036 grad_norm: 4.6965 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1498 loss: 3.1498 2022/06/25 20:16:59 - mmengine - INFO - Epoch(train) [33][1160/3757] lr: 9.240e-03 eta: 1 day, 16:32:46 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 5.2549 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.2113 loss: 3.2113 2022/06/25 20:17:04 - mmengine - INFO - Epoch(train) [33][1180/3757] lr: 9.240e-03 eta: 1 day, 16:32:40 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 5.5100 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.0130 loss: 3.0130 2022/06/25 20:17:09 - mmengine - INFO - Epoch(train) [33][1200/3757] lr: 9.240e-03 eta: 1 day, 16:32:34 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 4.8364 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8097 loss: 2.8097 2022/06/25 20:17:14 - mmengine - INFO - Epoch(train) [33][1220/3757] lr: 9.240e-03 eta: 1 day, 16:32:28 time: 0.247 data_time: 0.006 memory: 5036 grad_norm: 5.4860 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8673 loss: 2.8673 2022/06/25 20:17:19 - mmengine - INFO - Epoch(train) [33][1240/3757] lr: 9.240e-03 eta: 1 day, 16:32:22 time: 0.251 data_time: 0.008 memory: 5036 grad_norm: 5.4399 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.0115 loss: 3.0115 2022/06/25 20:17:25 - mmengine - INFO - Epoch(train) [33][1260/3757] lr: 9.240e-03 eta: 1 day, 16:32:17 time: 0.249 data_time: 0.008 memory: 5036 grad_norm: 5.2490 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.0856 loss: 3.0856 2022/06/25 20:17:30 - mmengine - INFO - Epoch(train) [33][1280/3757] lr: 9.240e-03 eta: 1 day, 16:32:11 time: 0.247 data_time: 0.008 memory: 5036 grad_norm: 5.1953 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.9474 loss: 2.9474 2022/06/25 20:17:35 - mmengine - INFO - Epoch(train) [33][1300/3757] lr: 9.240e-03 eta: 1 day, 16:32:06 time: 0.265 data_time: 0.020 memory: 5036 grad_norm: 5.3297 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.2196 loss: 3.2196 2022/06/25 20:17:40 - mmengine - INFO - Epoch(train) [33][1320/3757] lr: 9.240e-03 eta: 1 day, 16:32:00 time: 0.252 data_time: 0.005 memory: 5036 grad_norm: 5.3509 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8873 loss: 2.8873 2022/06/25 20:17:46 - mmengine - INFO - Epoch(train) [33][1340/3757] lr: 9.240e-03 eta: 1 day, 16:31:55 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 4.8000 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.3339 loss: 3.3339 2022/06/25 20:17:51 - mmengine - INFO - Epoch(train) [33][1360/3757] lr: 9.240e-03 eta: 1 day, 16:31:49 time: 0.398 data_time: 0.004 memory: 5036 grad_norm: 5.2053 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7614 loss: 2.7614 2022/06/25 20:17:56 - mmengine - INFO - Epoch(train) [33][1380/3757] lr: 9.240e-03 eta: 1 day, 16:31:44 time: 0.250 data_time: 0.013 memory: 5036 grad_norm: 5.5747 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4143 loss: 3.4143 2022/06/25 20:18:01 - mmengine - INFO - Epoch(train) [33][1400/3757] lr: 9.240e-03 eta: 1 day, 16:31:38 time: 0.257 data_time: 0.005 memory: 5036 grad_norm: 4.7150 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9691 loss: 2.9691 2022/06/25 20:18:06 - mmengine - INFO - Epoch(train) [33][1420/3757] lr: 9.240e-03 eta: 1 day, 16:31:32 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 4.9878 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.3738 loss: 3.3738 2022/06/25 20:18:12 - mmengine - INFO - Epoch(train) [33][1440/3757] lr: 9.240e-03 eta: 1 day, 16:31:29 time: 0.257 data_time: 0.002 memory: 5036 grad_norm: 5.3754 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0860 loss: 3.0860 2022/06/25 20:18:17 - mmengine - INFO - Epoch(train) [33][1460/3757] lr: 9.240e-03 eta: 1 day, 16:31:23 time: 0.260 data_time: 0.011 memory: 5036 grad_norm: 5.2406 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8531 loss: 2.8531 2022/06/25 20:18:22 - mmengine - INFO - Epoch(train) [33][1480/3757] lr: 9.240e-03 eta: 1 day, 16:31:17 time: 0.263 data_time: 0.008 memory: 5036 grad_norm: 5.1968 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8473 loss: 2.8473 2022/06/25 20:18:27 - mmengine - INFO - Epoch(train) [33][1500/3757] lr: 9.240e-03 eta: 1 day, 16:31:11 time: 0.264 data_time: 0.006 memory: 5036 grad_norm: 4.9718 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1031 loss: 3.1031 2022/06/25 20:18:33 - mmengine - INFO - Epoch(train) [33][1520/3757] lr: 9.240e-03 eta: 1 day, 16:31:06 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 4.6752 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.3460 loss: 3.3460 2022/06/25 20:18:38 - mmengine - INFO - Epoch(train) [33][1540/3757] lr: 9.240e-03 eta: 1 day, 16:31:00 time: 0.250 data_time: 0.008 memory: 5036 grad_norm: 4.5082 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8575 loss: 2.8575 2022/06/25 20:18:43 - mmengine - INFO - Epoch(train) [33][1560/3757] lr: 9.240e-03 eta: 1 day, 16:30:54 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 5.0883 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.5196 loss: 2.5196 2022/06/25 20:18:48 - mmengine - INFO - Epoch(train) [33][1580/3757] lr: 9.240e-03 eta: 1 day, 16:30:49 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 5.0051 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2880 loss: 3.2880 2022/06/25 20:18:54 - mmengine - INFO - Epoch(train) [33][1600/3757] lr: 9.240e-03 eta: 1 day, 16:30:45 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 4.9672 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 2.9475 loss: 2.9475 2022/06/25 20:18:59 - mmengine - INFO - Epoch(train) [33][1620/3757] lr: 9.240e-03 eta: 1 day, 16:30:40 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 5.2891 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.3712 loss: 3.3712 2022/06/25 20:19:04 - mmengine - INFO - Epoch(train) [33][1640/3757] lr: 9.240e-03 eta: 1 day, 16:30:34 time: 0.251 data_time: 0.005 memory: 5036 grad_norm: 5.7836 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.3978 loss: 3.3978 2022/06/25 20:19:09 - mmengine - INFO - Epoch(train) [33][1660/3757] lr: 9.240e-03 eta: 1 day, 16:30:28 time: 0.258 data_time: 0.002 memory: 5036 grad_norm: 5.1505 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.4650 loss: 2.4650 2022/06/25 20:19:15 - mmengine - INFO - Epoch(train) [33][1680/3757] lr: 9.240e-03 eta: 1 day, 16:30:24 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 6.2330 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.1583 loss: 3.1583 2022/06/25 20:19:20 - mmengine - INFO - Epoch(train) [33][1700/3757] lr: 9.240e-03 eta: 1 day, 16:30:18 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 4.8111 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1539 loss: 3.1539 2022/06/25 20:19:25 - mmengine - INFO - Epoch(train) [33][1720/3757] lr: 9.240e-03 eta: 1 day, 16:30:12 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 4.9830 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1187 loss: 3.1187 2022/06/25 20:19:30 - mmengine - INFO - Epoch(train) [33][1740/3757] lr: 9.240e-03 eta: 1 day, 16:30:06 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 5.1161 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.4467 loss: 3.4467 2022/06/25 20:19:36 - mmengine - INFO - Epoch(train) [33][1760/3757] lr: 9.240e-03 eta: 1 day, 16:30:03 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 6.1029 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.1283 loss: 3.1283 2022/06/25 20:19:40 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 20:19:41 - mmengine - INFO - Epoch(train) [33][1780/3757] lr: 9.240e-03 eta: 1 day, 16:29:58 time: 0.404 data_time: 0.006 memory: 5036 grad_norm: 4.7424 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.9483 loss: 2.9483 2022/06/25 20:19:46 - mmengine - INFO - Epoch(train) [33][1800/3757] lr: 9.240e-03 eta: 1 day, 16:29:52 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 6.3057 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.1750 loss: 3.1750 2022/06/25 20:19:52 - mmengine - INFO - Epoch(train) [33][1820/3757] lr: 9.240e-03 eta: 1 day, 16:29:46 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 5.7252 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6441 loss: 2.6441 2022/06/25 20:19:57 - mmengine - INFO - Epoch(train) [33][1840/3757] lr: 9.240e-03 eta: 1 day, 16:29:40 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 6.8759 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1753 loss: 3.1753 2022/06/25 20:20:02 - mmengine - INFO - Epoch(train) [33][1860/3757] lr: 9.240e-03 eta: 1 day, 16:29:34 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 4.8726 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.3672 loss: 3.3672 2022/06/25 20:20:07 - mmengine - INFO - Epoch(train) [33][1880/3757] lr: 9.240e-03 eta: 1 day, 16:29:28 time: 0.250 data_time: 0.008 memory: 5036 grad_norm: 5.4998 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2626 loss: 3.2626 2022/06/25 20:20:13 - mmengine - INFO - Epoch(train) [33][1900/3757] lr: 9.240e-03 eta: 1 day, 16:29:26 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 5.3273 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9586 loss: 2.9586 2022/06/25 20:20:18 - mmengine - INFO - Epoch(train) [33][1920/3757] lr: 9.240e-03 eta: 1 day, 16:29:20 time: 0.259 data_time: 0.005 memory: 5036 grad_norm: 5.5226 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1920 loss: 3.1920 2022/06/25 20:20:23 - mmengine - INFO - Epoch(train) [33][1940/3757] lr: 9.240e-03 eta: 1 day, 16:29:14 time: 0.246 data_time: 0.005 memory: 5036 grad_norm: 4.9015 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0711 loss: 3.0711 2022/06/25 20:20:28 - mmengine - INFO - Epoch(train) [33][1960/3757] lr: 9.240e-03 eta: 1 day, 16:29:08 time: 0.247 data_time: 0.006 memory: 5036 grad_norm: 4.9797 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7006 loss: 2.7006 2022/06/25 20:20:34 - mmengine - INFO - Epoch(train) [33][1980/3757] lr: 9.240e-03 eta: 1 day, 16:29:04 time: 0.259 data_time: 0.010 memory: 5036 grad_norm: 4.6641 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8797 loss: 2.8797 2022/06/25 20:20:39 - mmengine - INFO - Epoch(train) [33][2000/3757] lr: 9.240e-03 eta: 1 day, 16:28:58 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 5.7795 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6002 loss: 2.6002 2022/06/25 20:20:44 - mmengine - INFO - Epoch(train) [33][2020/3757] lr: 9.240e-03 eta: 1 day, 16:28:52 time: 0.251 data_time: 0.007 memory: 5036 grad_norm: 5.3097 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.0517 loss: 3.0517 2022/06/25 20:20:49 - mmengine - INFO - Epoch(train) [33][2040/3757] lr: 9.240e-03 eta: 1 day, 16:28:46 time: 0.250 data_time: 0.009 memory: 5036 grad_norm: 5.1135 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.2912 loss: 3.2912 2022/06/25 20:20:54 - mmengine - INFO - Epoch(train) [33][2060/3757] lr: 9.240e-03 eta: 1 day, 16:28:40 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 6.2808 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.4333 loss: 3.4333 2022/06/25 20:20:59 - mmengine - INFO - Epoch(train) [33][2080/3757] lr: 9.240e-03 eta: 1 day, 16:28:34 time: 0.256 data_time: 0.002 memory: 5036 grad_norm: 5.5258 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.1631 loss: 3.1631 2022/06/25 20:21:04 - mmengine - INFO - Epoch(train) [33][2100/3757] lr: 9.240e-03 eta: 1 day, 16:28:27 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 5.0686 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9637 loss: 2.9637 2022/06/25 20:21:09 - mmengine - INFO - Epoch(train) [33][2120/3757] lr: 9.240e-03 eta: 1 day, 16:28:21 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 5.9366 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.3027 loss: 3.3027 2022/06/25 20:21:15 - mmengine - INFO - Epoch(train) [33][2140/3757] lr: 9.240e-03 eta: 1 day, 16:28:18 time: 0.248 data_time: 0.005 memory: 5036 grad_norm: 5.3469 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0092 loss: 3.0092 2022/06/25 20:21:20 - mmengine - INFO - Epoch(train) [33][2160/3757] lr: 9.240e-03 eta: 1 day, 16:28:12 time: 0.251 data_time: 0.011 memory: 5036 grad_norm: 5.1068 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.2972 loss: 3.2972 2022/06/25 20:21:25 - mmengine - INFO - Epoch(train) [33][2180/3757] lr: 9.240e-03 eta: 1 day, 16:28:06 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 5.3566 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.7483 loss: 2.7483 2022/06/25 20:21:30 - mmengine - INFO - Epoch(train) [33][2200/3757] lr: 9.240e-03 eta: 1 day, 16:28:00 time: 0.253 data_time: 0.011 memory: 5036 grad_norm: 5.2826 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2829 loss: 3.2829 2022/06/25 20:21:35 - mmengine - INFO - Epoch(train) [33][2220/3757] lr: 9.240e-03 eta: 1 day, 16:27:54 time: 0.248 data_time: 0.008 memory: 5036 grad_norm: 4.5064 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.6433 loss: 2.6433 2022/06/25 20:21:40 - mmengine - INFO - Epoch(train) [33][2240/3757] lr: 9.240e-03 eta: 1 day, 16:27:48 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 4.7572 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.5765 loss: 3.5765 2022/06/25 20:21:46 - mmengine - INFO - Epoch(train) [33][2260/3757] lr: 9.240e-03 eta: 1 day, 16:27:42 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 5.3845 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7927 loss: 2.7927 2022/06/25 20:21:51 - mmengine - INFO - Epoch(train) [33][2280/3757] lr: 9.240e-03 eta: 1 day, 16:27:36 time: 0.247 data_time: 0.008 memory: 5036 grad_norm: 5.7354 top1_acc: 0.0000 top5_acc: 0.6250 loss_cls: 3.2293 loss: 3.2293 2022/06/25 20:21:56 - mmengine - INFO - Epoch(train) [33][2300/3757] lr: 9.240e-03 eta: 1 day, 16:27:31 time: 0.256 data_time: 0.008 memory: 5036 grad_norm: 5.1637 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.8585 loss: 3.8585 2022/06/25 20:22:01 - mmengine - INFO - Epoch(train) [33][2320/3757] lr: 9.240e-03 eta: 1 day, 16:27:26 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 5.4027 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.4155 loss: 3.4155 2022/06/25 20:22:06 - mmengine - INFO - Epoch(train) [33][2340/3757] lr: 9.240e-03 eta: 1 day, 16:27:19 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 5.4357 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7105 loss: 2.7105 2022/06/25 20:22:12 - mmengine - INFO - Epoch(train) [33][2360/3757] lr: 9.240e-03 eta: 1 day, 16:27:14 time: 0.245 data_time: 0.006 memory: 5036 grad_norm: 5.5232 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0687 loss: 3.0687 2022/06/25 20:22:17 - mmengine - INFO - Epoch(train) [33][2380/3757] lr: 9.240e-03 eta: 1 day, 16:27:08 time: 0.260 data_time: 0.021 memory: 5036 grad_norm: 6.1331 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.3448 loss: 3.3448 2022/06/25 20:22:22 - mmengine - INFO - Epoch(train) [33][2400/3757] lr: 9.240e-03 eta: 1 day, 16:27:02 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 4.9889 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3074 loss: 3.3074 2022/06/25 20:22:27 - mmengine - INFO - Epoch(train) [33][2420/3757] lr: 9.240e-03 eta: 1 day, 16:26:57 time: 0.265 data_time: 0.002 memory: 5036 grad_norm: 5.1907 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.2058 loss: 3.2058 2022/06/25 20:22:33 - mmengine - INFO - Epoch(train) [33][2440/3757] lr: 9.240e-03 eta: 1 day, 16:26:52 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 4.8815 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1813 loss: 3.1813 2022/06/25 20:22:38 - mmengine - INFO - Epoch(train) [33][2460/3757] lr: 9.240e-03 eta: 1 day, 16:26:47 time: 0.268 data_time: 0.027 memory: 5036 grad_norm: 5.6216 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.0915 loss: 3.0915 2022/06/25 20:22:43 - mmengine - INFO - Epoch(train) [33][2480/3757] lr: 9.240e-03 eta: 1 day, 16:26:42 time: 0.258 data_time: 0.005 memory: 5036 grad_norm: 5.0108 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8943 loss: 2.8943 2022/06/25 20:22:48 - mmengine - INFO - Epoch(train) [33][2500/3757] lr: 9.240e-03 eta: 1 day, 16:26:36 time: 0.259 data_time: 0.002 memory: 5036 grad_norm: 4.5126 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7656 loss: 2.7656 2022/06/25 20:22:54 - mmengine - INFO - Epoch(train) [33][2520/3757] lr: 9.240e-03 eta: 1 day, 16:26:31 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 5.0615 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.1083 loss: 3.1083 2022/06/25 20:22:59 - mmengine - INFO - Epoch(train) [33][2540/3757] lr: 9.240e-03 eta: 1 day, 16:26:26 time: 0.266 data_time: 0.021 memory: 5036 grad_norm: 4.6027 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1992 loss: 3.1992 2022/06/25 20:23:04 - mmengine - INFO - Epoch(train) [33][2560/3757] lr: 9.240e-03 eta: 1 day, 16:26:22 time: 0.256 data_time: 0.013 memory: 5036 grad_norm: 5.4810 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7586 loss: 2.7586 2022/06/25 20:23:10 - mmengine - INFO - Epoch(train) [33][2580/3757] lr: 9.240e-03 eta: 1 day, 16:26:17 time: 0.259 data_time: 0.002 memory: 5036 grad_norm: 5.2997 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8083 loss: 2.8083 2022/06/25 20:23:15 - mmengine - INFO - Epoch(train) [33][2600/3757] lr: 9.240e-03 eta: 1 day, 16:26:13 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 5.4108 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1583 loss: 3.1583 2022/06/25 20:23:21 - mmengine - INFO - Epoch(train) [33][2620/3757] lr: 9.240e-03 eta: 1 day, 16:26:08 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 5.1930 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 3.0587 loss: 3.0587 2022/06/25 20:23:26 - mmengine - INFO - Epoch(train) [33][2640/3757] lr: 9.240e-03 eta: 1 day, 16:26:04 time: 0.264 data_time: 0.006 memory: 5036 grad_norm: 4.9574 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.8522 loss: 2.8522 2022/06/25 20:23:32 - mmengine - INFO - Epoch(train) [33][2660/3757] lr: 9.240e-03 eta: 1 day, 16:26:00 time: 0.686 data_time: 0.006 memory: 5036 grad_norm: 5.9865 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9998 loss: 2.9998 2022/06/25 20:23:37 - mmengine - INFO - Epoch(train) [33][2680/3757] lr: 9.240e-03 eta: 1 day, 16:25:54 time: 0.245 data_time: 0.005 memory: 5036 grad_norm: 5.7670 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.1824 loss: 3.1824 2022/06/25 20:23:42 - mmengine - INFO - Epoch(train) [33][2700/3757] lr: 9.240e-03 eta: 1 day, 16:25:49 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 5.0381 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.9801 loss: 2.9801 2022/06/25 20:23:47 - mmengine - INFO - Epoch(train) [33][2720/3757] lr: 9.240e-03 eta: 1 day, 16:25:43 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 5.4442 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.3046 loss: 3.3046 2022/06/25 20:23:53 - mmengine - INFO - Epoch(train) [33][2740/3757] lr: 9.240e-03 eta: 1 day, 16:25:38 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 4.8073 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2822 loss: 3.2822 2022/06/25 20:23:58 - mmengine - INFO - Epoch(train) [33][2760/3757] lr: 9.240e-03 eta: 1 day, 16:25:32 time: 0.246 data_time: 0.007 memory: 5036 grad_norm: 5.2346 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.2114 loss: 3.2114 2022/06/25 20:24:02 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 20:24:03 - mmengine - INFO - Epoch(train) [33][2780/3757] lr: 9.240e-03 eta: 1 day, 16:25:28 time: 0.250 data_time: 0.012 memory: 5036 grad_norm: 5.6732 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2164 loss: 3.2164 2022/06/25 20:24:08 - mmengine - INFO - Epoch(train) [33][2800/3757] lr: 9.240e-03 eta: 1 day, 16:25:21 time: 0.252 data_time: 0.005 memory: 5036 grad_norm: 5.0595 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.5752 loss: 2.5752 2022/06/25 20:24:14 - mmengine - INFO - Epoch(train) [33][2820/3757] lr: 9.240e-03 eta: 1 day, 16:25:17 time: 0.253 data_time: 0.005 memory: 5036 grad_norm: 5.0030 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.7069 loss: 2.7069 2022/06/25 20:24:19 - mmengine - INFO - Epoch(train) [33][2840/3757] lr: 9.240e-03 eta: 1 day, 16:25:11 time: 0.250 data_time: 0.008 memory: 5036 grad_norm: 4.8075 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 3.0611 loss: 3.0611 2022/06/25 20:24:24 - mmengine - INFO - Epoch(train) [33][2860/3757] lr: 9.240e-03 eta: 1 day, 16:25:07 time: 0.265 data_time: 0.005 memory: 5036 grad_norm: 5.1573 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.3945 loss: 3.3945 2022/06/25 20:24:29 - mmengine - INFO - Epoch(train) [33][2880/3757] lr: 9.240e-03 eta: 1 day, 16:25:01 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 5.3240 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 2.9557 loss: 2.9557 2022/06/25 20:24:35 - mmengine - INFO - Epoch(train) [33][2900/3757] lr: 9.240e-03 eta: 1 day, 16:24:56 time: 0.246 data_time: 0.005 memory: 5036 grad_norm: 6.1870 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.8500 loss: 2.8500 2022/06/25 20:24:40 - mmengine - INFO - Epoch(train) [33][2920/3757] lr: 9.240e-03 eta: 1 day, 16:24:50 time: 0.249 data_time: 0.005 memory: 5036 grad_norm: 5.5471 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0547 loss: 3.0547 2022/06/25 20:24:45 - mmengine - INFO - Epoch(train) [33][2940/3757] lr: 9.240e-03 eta: 1 day, 16:24:44 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 4.6562 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.7907 loss: 2.7907 2022/06/25 20:24:50 - mmengine - INFO - Epoch(train) [33][2960/3757] lr: 9.240e-03 eta: 1 day, 16:24:38 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 5.7615 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7989 loss: 2.7989 2022/06/25 20:24:55 - mmengine - INFO - Epoch(train) [33][2980/3757] lr: 9.240e-03 eta: 1 day, 16:24:32 time: 0.256 data_time: 0.015 memory: 5036 grad_norm: 5.2304 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9313 loss: 2.9313 2022/06/25 20:25:00 - mmengine - INFO - Epoch(train) [33][3000/3757] lr: 9.240e-03 eta: 1 day, 16:24:26 time: 0.248 data_time: 0.005 memory: 5036 grad_norm: 4.1767 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.8965 loss: 2.8965 2022/06/25 20:25:06 - mmengine - INFO - Epoch(train) [33][3020/3757] lr: 9.240e-03 eta: 1 day, 16:24:21 time: 0.248 data_time: 0.009 memory: 5036 grad_norm: 5.3046 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.4403 loss: 2.4403 2022/06/25 20:25:11 - mmengine - INFO - Epoch(train) [33][3040/3757] lr: 9.240e-03 eta: 1 day, 16:24:15 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 5.3993 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.8908 loss: 2.8908 2022/06/25 20:25:16 - mmengine - INFO - Epoch(train) [33][3060/3757] lr: 9.240e-03 eta: 1 day, 16:24:10 time: 0.251 data_time: 0.009 memory: 5036 grad_norm: 4.7473 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2531 loss: 3.2531 2022/06/25 20:25:21 - mmengine - INFO - Epoch(train) [33][3080/3757] lr: 9.240e-03 eta: 1 day, 16:24:04 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 5.4694 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0578 loss: 3.0578 2022/06/25 20:25:27 - mmengine - INFO - Epoch(train) [33][3100/3757] lr: 9.240e-03 eta: 1 day, 16:23:59 time: 0.249 data_time: 0.005 memory: 5036 grad_norm: 5.2235 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9885 loss: 2.9885 2022/06/25 20:25:32 - mmengine - INFO - Epoch(train) [33][3120/3757] lr: 9.240e-03 eta: 1 day, 16:23:55 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 5.1112 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7327 loss: 2.7327 2022/06/25 20:25:37 - mmengine - INFO - Epoch(train) [33][3140/3757] lr: 9.240e-03 eta: 1 day, 16:23:49 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 5.7461 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.4205 loss: 3.4205 2022/06/25 20:25:42 - mmengine - INFO - Epoch(train) [33][3160/3757] lr: 9.240e-03 eta: 1 day, 16:23:43 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 6.4219 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.6686 loss: 3.6686 2022/06/25 20:25:47 - mmengine - INFO - Epoch(train) [33][3180/3757] lr: 9.240e-03 eta: 1 day, 16:23:37 time: 0.258 data_time: 0.005 memory: 5036 grad_norm: 5.7044 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.3650 loss: 3.3650 2022/06/25 20:25:53 - mmengine - INFO - Epoch(train) [33][3200/3757] lr: 9.240e-03 eta: 1 day, 16:23:32 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 5.2491 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.3068 loss: 3.3068 2022/06/25 20:25:58 - mmengine - INFO - Epoch(train) [33][3220/3757] lr: 9.240e-03 eta: 1 day, 16:23:26 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 5.2374 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2972 loss: 3.2972 2022/06/25 20:26:03 - mmengine - INFO - Epoch(train) [33][3240/3757] lr: 9.240e-03 eta: 1 day, 16:23:20 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 4.9077 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1063 loss: 3.1063 2022/06/25 20:26:08 - mmengine - INFO - Epoch(train) [33][3260/3757] lr: 9.240e-03 eta: 1 day, 16:23:14 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 5.1151 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9410 loss: 2.9410 2022/06/25 20:26:13 - mmengine - INFO - Epoch(train) [33][3280/3757] lr: 9.240e-03 eta: 1 day, 16:23:09 time: 0.262 data_time: 0.002 memory: 5036 grad_norm: 5.6338 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.3010 loss: 3.3010 2022/06/25 20:26:18 - mmengine - INFO - Epoch(train) [33][3300/3757] lr: 9.240e-03 eta: 1 day, 16:23:03 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 5.4295 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.0561 loss: 3.0561 2022/06/25 20:26:24 - mmengine - INFO - Epoch(train) [33][3320/3757] lr: 9.240e-03 eta: 1 day, 16:22:57 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 5.1209 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.0239 loss: 3.0239 2022/06/25 20:26:29 - mmengine - INFO - Epoch(train) [33][3340/3757] lr: 9.240e-03 eta: 1 day, 16:22:52 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 4.5509 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.1211 loss: 3.1211 2022/06/25 20:26:34 - mmengine - INFO - Epoch(train) [33][3360/3757] lr: 9.240e-03 eta: 1 day, 16:22:47 time: 0.262 data_time: 0.002 memory: 5036 grad_norm: 4.7496 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.0364 loss: 3.0364 2022/06/25 20:26:39 - mmengine - INFO - Epoch(train) [33][3380/3757] lr: 9.240e-03 eta: 1 day, 16:22:42 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 4.6559 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.2363 loss: 3.2363 2022/06/25 20:26:45 - mmengine - INFO - Epoch(train) [33][3400/3757] lr: 9.240e-03 eta: 1 day, 16:22:38 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 5.0069 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.3202 loss: 3.3202 2022/06/25 20:26:50 - mmengine - INFO - Epoch(train) [33][3420/3757] lr: 9.240e-03 eta: 1 day, 16:22:32 time: 0.280 data_time: 0.005 memory: 5036 grad_norm: 4.9770 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1681 loss: 3.1681 2022/06/25 20:26:56 - mmengine - INFO - Epoch(train) [33][3440/3757] lr: 9.240e-03 eta: 1 day, 16:22:27 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 5.4982 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.4074 loss: 3.4074 2022/06/25 20:27:01 - mmengine - INFO - Epoch(train) [33][3460/3757] lr: 9.240e-03 eta: 1 day, 16:22:22 time: 0.259 data_time: 0.005 memory: 5036 grad_norm: 5.1158 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.3762 loss: 3.3762 2022/06/25 20:27:06 - mmengine - INFO - Epoch(train) [33][3480/3757] lr: 9.240e-03 eta: 1 day, 16:22:17 time: 0.255 data_time: 0.005 memory: 5036 grad_norm: 5.7403 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.7578 loss: 2.7578 2022/06/25 20:27:12 - mmengine - INFO - Epoch(train) [33][3500/3757] lr: 9.240e-03 eta: 1 day, 16:22:13 time: 0.391 data_time: 0.005 memory: 5036 grad_norm: 5.1689 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8857 loss: 2.8857 2022/06/25 20:27:17 - mmengine - INFO - Epoch(train) [33][3520/3757] lr: 9.240e-03 eta: 1 day, 16:22:07 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 4.7400 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1546 loss: 3.1546 2022/06/25 20:27:22 - mmengine - INFO - Epoch(train) [33][3540/3757] lr: 9.240e-03 eta: 1 day, 16:22:01 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 5.6216 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2520 loss: 3.2520 2022/06/25 20:27:27 - mmengine - INFO - Epoch(train) [33][3560/3757] lr: 9.240e-03 eta: 1 day, 16:21:55 time: 0.247 data_time: 0.005 memory: 5036 grad_norm: 5.2573 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.1626 loss: 3.1626 2022/06/25 20:27:32 - mmengine - INFO - Epoch(train) [33][3580/3757] lr: 9.240e-03 eta: 1 day, 16:21:50 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 5.5215 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6577 loss: 2.6577 2022/06/25 20:27:38 - mmengine - INFO - Epoch(train) [33][3600/3757] lr: 9.240e-03 eta: 1 day, 16:21:45 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 4.5821 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.9211 loss: 2.9211 2022/06/25 20:27:43 - mmengine - INFO - Epoch(train) [33][3620/3757] lr: 9.240e-03 eta: 1 day, 16:21:40 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 5.5136 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4728 loss: 3.4728 2022/06/25 20:27:48 - mmengine - INFO - Epoch(train) [33][3640/3757] lr: 9.240e-03 eta: 1 day, 16:21:35 time: 0.273 data_time: 0.005 memory: 5036 grad_norm: 5.9443 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3758 loss: 3.3758 2022/06/25 20:27:53 - mmengine - INFO - Epoch(train) [33][3660/3757] lr: 9.240e-03 eta: 1 day, 16:21:30 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 4.8481 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.4135 loss: 3.4135 2022/06/25 20:27:59 - mmengine - INFO - Epoch(train) [33][3680/3757] lr: 9.240e-03 eta: 1 day, 16:21:24 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 4.8374 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.6978 loss: 3.6978 2022/06/25 20:28:04 - mmengine - INFO - Epoch(train) [33][3700/3757] lr: 9.240e-03 eta: 1 day, 16:21:18 time: 0.251 data_time: 0.005 memory: 5036 grad_norm: 4.8328 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.1535 loss: 3.1535 2022/06/25 20:28:09 - mmengine - INFO - Epoch(train) [33][3720/3757] lr: 9.240e-03 eta: 1 day, 16:21:11 time: 0.247 data_time: 0.008 memory: 5036 grad_norm: 5.1472 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.7385 loss: 2.7385 2022/06/25 20:28:14 - mmengine - INFO - Epoch(train) [33][3740/3757] lr: 9.240e-03 eta: 1 day, 16:21:06 time: 0.243 data_time: 0.005 memory: 5036 grad_norm: 5.2785 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9246 loss: 2.9246 2022/06/25 20:28:18 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 20:28:18 - mmengine - INFO - Saving checkpoint at 33 epochs 2022/06/25 20:28:31 - mmengine - INFO - Epoch(val) [33][20/310] eta: 0:01:42 time: 0.103 data_time: 0.001 memory: 5036 2022/06/25 20:28:35 - mmengine - INFO - Epoch(val) [33][40/310] eta: 0:01:34 time: 0.103 data_time: 0.001 memory: 1723 2022/06/25 20:28:40 - mmengine - INFO - Epoch(val) [33][60/310] eta: 0:00:26 time: 0.107 data_time: 0.005 memory: 1723 2022/06/25 20:28:44 - mmengine - INFO - Epoch(val) [33][80/310] eta: 0:00:24 time: 0.103 data_time: 0.002 memory: 1723 2022/06/25 20:28:51 - mmengine - INFO - Epoch(val) [33][100/310] eta: 0:01:07 time: 0.112 data_time: 0.005 memory: 1723 2022/06/25 20:28:56 - mmengine - INFO - Epoch(val) [33][120/310] eta: 0:01:05 time: 0.106 data_time: 0.005 memory: 1723 2022/06/25 20:29:00 - mmengine - INFO - Epoch(val) [33][140/310] eta: 0:00:19 time: 0.112 data_time: 0.010 memory: 1723 2022/06/25 20:29:05 - mmengine - INFO - Epoch(val) [33][160/310] eta: 0:00:17 time: 0.108 data_time: 0.005 memory: 1723 2022/06/25 20:29:12 - mmengine - INFO - Epoch(val) [33][180/310] eta: 0:00:50 time: 0.103 data_time: 0.002 memory: 1723 2022/06/25 20:29:17 - mmengine - INFO - Epoch(val) [33][200/310] eta: 0:00:37 time: 0.103 data_time: 0.002 memory: 1723 2022/06/25 20:29:21 - mmengine - INFO - Epoch(val) [33][220/310] eta: 0:00:09 time: 0.106 data_time: 0.005 memory: 1723 2022/06/25 20:29:26 - mmengine - INFO - Epoch(val) [33][240/310] eta: 0:00:08 time: 0.108 data_time: 0.001 memory: 1723 2022/06/25 20:29:33 - mmengine - INFO - Epoch(val) [33][260/310] eta: 0:00:17 time: 0.103 data_time: 0.001 memory: 1723 2022/06/25 20:29:37 - mmengine - INFO - Epoch(val) [33][280/310] eta: 0:00:10 time: 0.105 data_time: 0.001 memory: 1723 2022/06/25 20:29:40 - mmengine - INFO - Epoch(val) [33][300/310] eta: 0:00:01 time: 0.102 data_time: 0.001 memory: 1723 2022/06/25 20:29:42 - mmengine - INFO - Epoch(val) [33][310/310] acc/top1: 0.4042 acc/top5: 0.6688 acc/mean1: 0.4040 2022/06/25 20:29:51 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 20:29:52 - mmengine - INFO - Epoch(train) [34][20/3757] lr: 9.193e-03 eta: 1 day, 16:21:06 time: 0.244 data_time: 0.003 memory: 5036 grad_norm: 5.1440 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.0040 loss: 3.0040 2022/06/25 20:29:57 - mmengine - INFO - Epoch(train) [34][40/3757] lr: 9.193e-03 eta: 1 day, 16:21:01 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 5.1907 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7834 loss: 2.7834 2022/06/25 20:30:02 - mmengine - INFO - Epoch(train) [34][60/3757] lr: 9.193e-03 eta: 1 day, 16:20:57 time: 0.628 data_time: 0.003 memory: 5036 grad_norm: 4.7865 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9437 loss: 2.9437 2022/06/25 20:30:08 - mmengine - INFO - Epoch(train) [34][80/3757] lr: 9.193e-03 eta: 1 day, 16:20:51 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 4.2533 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9823 loss: 2.9823 2022/06/25 20:30:13 - mmengine - INFO - Epoch(train) [34][100/3757] lr: 9.193e-03 eta: 1 day, 16:20:47 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 5.3115 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.8470 loss: 2.8470 2022/06/25 20:30:18 - mmengine - INFO - Epoch(train) [34][120/3757] lr: 9.193e-03 eta: 1 day, 16:20:42 time: 0.243 data_time: 0.002 memory: 5036 grad_norm: 4.7128 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8398 loss: 2.8398 2022/06/25 20:30:24 - mmengine - INFO - Epoch(train) [34][140/3757] lr: 9.193e-03 eta: 1 day, 16:20:40 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 5.6714 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 3.2324 loss: 3.2324 2022/06/25 20:30:30 - mmengine - INFO - Epoch(train) [34][160/3757] lr: 9.193e-03 eta: 1 day, 16:20:34 time: 0.245 data_time: 0.003 memory: 5036 grad_norm: 5.3341 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7303 loss: 2.7303 2022/06/25 20:30:35 - mmengine - INFO - Epoch(train) [34][180/3757] lr: 9.193e-03 eta: 1 day, 16:20:29 time: 0.253 data_time: 0.008 memory: 5036 grad_norm: 5.6497 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2992 loss: 3.2992 2022/06/25 20:30:40 - mmengine - INFO - Epoch(train) [34][200/3757] lr: 9.193e-03 eta: 1 day, 16:20:22 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 5.3142 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.7217 loss: 2.7217 2022/06/25 20:30:45 - mmengine - INFO - Epoch(train) [34][220/3757] lr: 9.193e-03 eta: 1 day, 16:20:17 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 4.6921 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8737 loss: 2.8737 2022/06/25 20:30:50 - mmengine - INFO - Epoch(train) [34][240/3757] lr: 9.193e-03 eta: 1 day, 16:20:11 time: 0.245 data_time: 0.006 memory: 5036 grad_norm: 5.7779 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8775 loss: 2.8775 2022/06/25 20:30:55 - mmengine - INFO - Epoch(train) [34][260/3757] lr: 9.193e-03 eta: 1 day, 16:20:05 time: 0.262 data_time: 0.013 memory: 5036 grad_norm: 4.6582 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.6360 loss: 2.6360 2022/06/25 20:31:00 - mmengine - INFO - Epoch(train) [34][280/3757] lr: 9.193e-03 eta: 1 day, 16:19:59 time: 0.248 data_time: 0.009 memory: 5036 grad_norm: 5.0461 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5995 loss: 2.5995 2022/06/25 20:31:06 - mmengine - INFO - Epoch(train) [34][300/3757] lr: 9.193e-03 eta: 1 day, 16:19:54 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 5.5515 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.3383 loss: 3.3383 2022/06/25 20:31:11 - mmengine - INFO - Epoch(train) [34][320/3757] lr: 9.193e-03 eta: 1 day, 16:19:48 time: 0.246 data_time: 0.005 memory: 5036 grad_norm: 5.1610 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.2901 loss: 3.2901 2022/06/25 20:31:16 - mmengine - INFO - Epoch(train) [34][340/3757] lr: 9.193e-03 eta: 1 day, 16:19:42 time: 0.252 data_time: 0.015 memory: 5036 grad_norm: 6.0835 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.4631 loss: 3.4631 2022/06/25 20:31:21 - mmengine - INFO - Epoch(train) [34][360/3757] lr: 9.193e-03 eta: 1 day, 16:19:36 time: 0.249 data_time: 0.014 memory: 5036 grad_norm: 4.8295 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.1450 loss: 3.1450 2022/06/25 20:31:26 - mmengine - INFO - Epoch(train) [34][380/3757] lr: 9.193e-03 eta: 1 day, 16:19:31 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 5.1528 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8685 loss: 2.8685 2022/06/25 20:31:31 - mmengine - INFO - Epoch(train) [34][400/3757] lr: 9.193e-03 eta: 1 day, 16:19:25 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 5.2346 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9978 loss: 2.9978 2022/06/25 20:31:37 - mmengine - INFO - Epoch(train) [34][420/3757] lr: 9.193e-03 eta: 1 day, 16:19:21 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 5.2194 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6286 loss: 2.6286 2022/06/25 20:31:43 - mmengine - INFO - Epoch(train) [34][440/3757] lr: 9.193e-03 eta: 1 day, 16:19:18 time: 0.255 data_time: 0.014 memory: 5036 grad_norm: 5.0198 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.3122 loss: 3.3122 2022/06/25 20:31:48 - mmengine - INFO - Epoch(train) [34][460/3757] lr: 9.193e-03 eta: 1 day, 16:19:12 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 5.0868 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.2514 loss: 3.2514 2022/06/25 20:31:53 - mmengine - INFO - Epoch(train) [34][480/3757] lr: 9.193e-03 eta: 1 day, 16:19:06 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 6.6478 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.2746 loss: 3.2746 2022/06/25 20:31:59 - mmengine - INFO - Epoch(train) [34][500/3757] lr: 9.193e-03 eta: 1 day, 16:19:03 time: 0.267 data_time: 0.003 memory: 5036 grad_norm: 5.4062 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.1357 loss: 3.1357 2022/06/25 20:32:04 - mmengine - INFO - Epoch(train) [34][520/3757] lr: 9.193e-03 eta: 1 day, 16:18:57 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 5.0678 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6207 loss: 2.6207 2022/06/25 20:32:09 - mmengine - INFO - Epoch(train) [34][540/3757] lr: 9.193e-03 eta: 1 day, 16:18:52 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 5.4653 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.0913 loss: 3.0913 2022/06/25 20:32:14 - mmengine - INFO - Epoch(train) [34][560/3757] lr: 9.193e-03 eta: 1 day, 16:18:46 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 4.9753 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1846 loss: 3.1846 2022/06/25 20:32:19 - mmengine - INFO - Epoch(train) [34][580/3757] lr: 9.193e-03 eta: 1 day, 16:18:40 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 5.4271 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0425 loss: 3.0425 2022/06/25 20:32:25 - mmengine - INFO - Epoch(train) [34][600/3757] lr: 9.193e-03 eta: 1 day, 16:18:35 time: 0.247 data_time: 0.008 memory: 5036 grad_norm: 5.5757 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7832 loss: 2.7832 2022/06/25 20:32:30 - mmengine - INFO - Epoch(train) [34][620/3757] lr: 9.193e-03 eta: 1 day, 16:18:29 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 4.2640 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.2691 loss: 3.2691 2022/06/25 20:32:35 - mmengine - INFO - Epoch(train) [34][640/3757] lr: 9.193e-03 eta: 1 day, 16:18:23 time: 0.258 data_time: 0.005 memory: 5036 grad_norm: 5.2944 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.5448 loss: 3.5448 2022/06/25 20:32:40 - mmengine - INFO - Epoch(train) [34][660/3757] lr: 9.193e-03 eta: 1 day, 16:18:18 time: 0.258 data_time: 0.021 memory: 5036 grad_norm: 4.9983 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.2434 loss: 3.2434 2022/06/25 20:32:46 - mmengine - INFO - Epoch(train) [34][680/3757] lr: 9.193e-03 eta: 1 day, 16:18:14 time: 0.247 data_time: 0.005 memory: 5036 grad_norm: 4.8078 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.7892 loss: 2.7892 2022/06/25 20:32:51 - mmengine - INFO - Epoch(train) [34][700/3757] lr: 9.193e-03 eta: 1 day, 16:18:08 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 5.3170 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.8172 loss: 3.8172 2022/06/25 20:32:56 - mmengine - INFO - Epoch(train) [34][720/3757] lr: 9.193e-03 eta: 1 day, 16:18:02 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 4.8354 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.0447 loss: 3.0447 2022/06/25 20:33:01 - mmengine - INFO - Epoch(train) [34][740/3757] lr: 9.193e-03 eta: 1 day, 16:17:57 time: 0.253 data_time: 0.008 memory: 5036 grad_norm: 4.9350 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.1649 loss: 3.1649 2022/06/25 20:33:07 - mmengine - INFO - Epoch(train) [34][760/3757] lr: 9.193e-03 eta: 1 day, 16:17:52 time: 0.254 data_time: 0.011 memory: 5036 grad_norm: 5.5250 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.9577 loss: 2.9577 2022/06/25 20:33:12 - mmengine - INFO - Epoch(train) [34][780/3757] lr: 9.193e-03 eta: 1 day, 16:17:47 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 5.0035 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.1634 loss: 3.1634 2022/06/25 20:33:17 - mmengine - INFO - Epoch(train) [34][800/3757] lr: 9.193e-03 eta: 1 day, 16:17:41 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 4.9716 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 3.1252 loss: 3.1252 2022/06/25 20:33:23 - mmengine - INFO - Epoch(train) [34][820/3757] lr: 9.193e-03 eta: 1 day, 16:17:39 time: 0.819 data_time: 0.030 memory: 5036 grad_norm: 5.4351 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0545 loss: 3.0545 2022/06/25 20:33:28 - mmengine - INFO - Epoch(train) [34][840/3757] lr: 9.193e-03 eta: 1 day, 16:17:33 time: 0.252 data_time: 0.012 memory: 5036 grad_norm: 4.5354 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.7338 loss: 2.7338 2022/06/25 20:33:33 - mmengine - INFO - Epoch(train) [34][860/3757] lr: 9.193e-03 eta: 1 day, 16:17:27 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 5.1391 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.3964 loss: 3.3964 2022/06/25 20:33:38 - mmengine - INFO - Epoch(train) [34][880/3757] lr: 9.193e-03 eta: 1 day, 16:17:21 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 5.3647 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0839 loss: 3.0839 2022/06/25 20:33:44 - mmengine - INFO - Epoch(train) [34][900/3757] lr: 9.193e-03 eta: 1 day, 16:17:16 time: 0.268 data_time: 0.010 memory: 5036 grad_norm: 6.2640 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.3048 loss: 3.3048 2022/06/25 20:33:49 - mmengine - INFO - Epoch(train) [34][920/3757] lr: 9.193e-03 eta: 1 day, 16:17:10 time: 0.250 data_time: 0.009 memory: 5036 grad_norm: 5.6995 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8711 loss: 2.8711 2022/06/25 20:33:54 - mmengine - INFO - Epoch(train) [34][940/3757] lr: 9.193e-03 eta: 1 day, 16:17:04 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 5.5557 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.2198 loss: 3.2198 2022/06/25 20:33:59 - mmengine - INFO - Epoch(train) [34][960/3757] lr: 9.193e-03 eta: 1 day, 16:16:58 time: 0.259 data_time: 0.002 memory: 5036 grad_norm: 5.0781 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.5394 loss: 2.5394 2022/06/25 20:34:04 - mmengine - INFO - Epoch(train) [34][980/3757] lr: 9.193e-03 eta: 1 day, 16:16:53 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 5.0709 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9496 loss: 2.9496 2022/06/25 20:34:09 - mmengine - INFO - Epoch(train) [34][1000/3757] lr: 9.193e-03 eta: 1 day, 16:16:47 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 4.7953 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2006 loss: 3.2006 2022/06/25 20:34:14 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 20:34:15 - mmengine - INFO - Epoch(train) [34][1020/3757] lr: 9.193e-03 eta: 1 day, 16:16:41 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 5.1259 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1684 loss: 3.1684 2022/06/25 20:34:20 - mmengine - INFO - Epoch(train) [34][1040/3757] lr: 9.193e-03 eta: 1 day, 16:16:35 time: 0.250 data_time: 0.005 memory: 5036 grad_norm: 5.8299 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.2870 loss: 3.2870 2022/06/25 20:34:25 - mmengine - INFO - Epoch(train) [34][1060/3757] lr: 9.193e-03 eta: 1 day, 16:16:31 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 4.7513 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.0048 loss: 3.0048 2022/06/25 20:34:30 - mmengine - INFO - Epoch(train) [34][1080/3757] lr: 9.193e-03 eta: 1 day, 16:16:25 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 4.9136 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.9444 loss: 2.9444 2022/06/25 20:34:35 - mmengine - INFO - Epoch(train) [34][1100/3757] lr: 9.193e-03 eta: 1 day, 16:16:20 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 5.2958 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5204 loss: 2.5204 2022/06/25 20:34:41 - mmengine - INFO - Epoch(train) [34][1120/3757] lr: 9.193e-03 eta: 1 day, 16:16:14 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 5.2292 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1442 loss: 3.1442 2022/06/25 20:34:46 - mmengine - INFO - Epoch(train) [34][1140/3757] lr: 9.193e-03 eta: 1 day, 16:16:09 time: 0.241 data_time: 0.003 memory: 5036 grad_norm: 5.4573 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9041 loss: 2.9041 2022/06/25 20:34:51 - mmengine - INFO - Epoch(train) [34][1160/3757] lr: 9.193e-03 eta: 1 day, 16:16:03 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 4.8337 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9625 loss: 2.9625 2022/06/25 20:34:56 - mmengine - INFO - Epoch(train) [34][1180/3757] lr: 9.193e-03 eta: 1 day, 16:15:57 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 5.2862 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1525 loss: 3.1525 2022/06/25 20:35:01 - mmengine - INFO - Epoch(train) [34][1200/3757] lr: 9.193e-03 eta: 1 day, 16:15:51 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 5.3156 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.4903 loss: 3.4903 2022/06/25 20:35:07 - mmengine - INFO - Epoch(train) [34][1220/3757] lr: 9.193e-03 eta: 1 day, 16:15:48 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 4.7421 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9880 loss: 2.9880 2022/06/25 20:35:12 - mmengine - INFO - Epoch(train) [34][1240/3757] lr: 9.193e-03 eta: 1 day, 16:15:42 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 4.8706 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1205 loss: 3.1205 2022/06/25 20:35:17 - mmengine - INFO - Epoch(train) [34][1260/3757] lr: 9.193e-03 eta: 1 day, 16:15:36 time: 0.267 data_time: 0.002 memory: 5036 grad_norm: 4.7571 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9239 loss: 2.9239 2022/06/25 20:35:23 - mmengine - INFO - Epoch(train) [34][1280/3757] lr: 9.193e-03 eta: 1 day, 16:15:31 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 4.9190 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1191 loss: 3.1191 2022/06/25 20:35:28 - mmengine - INFO - Epoch(train) [34][1300/3757] lr: 9.193e-03 eta: 1 day, 16:15:26 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 4.6393 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8426 loss: 2.8426 2022/06/25 20:35:33 - mmengine - INFO - Epoch(train) [34][1320/3757] lr: 9.193e-03 eta: 1 day, 16:15:20 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 5.2763 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7939 loss: 2.7939 2022/06/25 20:35:38 - mmengine - INFO - Epoch(train) [34][1340/3757] lr: 9.193e-03 eta: 1 day, 16:15:15 time: 0.264 data_time: 0.010 memory: 5036 grad_norm: 4.8737 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0310 loss: 3.0310 2022/06/25 20:35:44 - mmengine - INFO - Epoch(train) [34][1360/3757] lr: 9.193e-03 eta: 1 day, 16:15:11 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 5.5589 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.9333 loss: 2.9333 2022/06/25 20:35:49 - mmengine - INFO - Epoch(train) [34][1380/3757] lr: 9.193e-03 eta: 1 day, 16:15:05 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 5.0161 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8548 loss: 2.8548 2022/06/25 20:35:54 - mmengine - INFO - Epoch(train) [34][1400/3757] lr: 9.193e-03 eta: 1 day, 16:15:00 time: 0.245 data_time: 0.003 memory: 5036 grad_norm: 4.9049 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.3009 loss: 3.3009 2022/06/25 20:36:00 - mmengine - INFO - Epoch(train) [34][1420/3757] lr: 9.193e-03 eta: 1 day, 16:14:54 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 5.8644 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 3.0810 loss: 3.0810 2022/06/25 20:36:05 - mmengine - INFO - Epoch(train) [34][1440/3757] lr: 9.193e-03 eta: 1 day, 16:14:49 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 5.0918 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0853 loss: 3.0853 2022/06/25 20:36:10 - mmengine - INFO - Epoch(train) [34][1460/3757] lr: 9.193e-03 eta: 1 day, 16:14:44 time: 0.243 data_time: 0.002 memory: 5036 grad_norm: 5.9729 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1962 loss: 3.1962 2022/06/25 20:36:15 - mmengine - INFO - Epoch(train) [34][1480/3757] lr: 9.193e-03 eta: 1 day, 16:14:39 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 5.0390 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.0912 loss: 3.0912 2022/06/25 20:36:21 - mmengine - INFO - Epoch(train) [34][1500/3757] lr: 9.193e-03 eta: 1 day, 16:14:33 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 5.3577 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1963 loss: 3.1963 2022/06/25 20:36:26 - mmengine - INFO - Epoch(train) [34][1520/3757] lr: 9.193e-03 eta: 1 day, 16:14:28 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 5.0140 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.1290 loss: 3.1290 2022/06/25 20:36:31 - mmengine - INFO - Epoch(train) [34][1540/3757] lr: 9.193e-03 eta: 1 day, 16:14:23 time: 0.241 data_time: 0.003 memory: 5036 grad_norm: 5.2392 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8391 loss: 2.8391 2022/06/25 20:36:37 - mmengine - INFO - Epoch(train) [34][1560/3757] lr: 9.193e-03 eta: 1 day, 16:14:20 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 6.2099 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9220 loss: 2.9220 2022/06/25 20:36:42 - mmengine - INFO - Epoch(train) [34][1580/3757] lr: 9.193e-03 eta: 1 day, 16:14:15 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 5.1323 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.6093 loss: 2.6093 2022/06/25 20:36:48 - mmengine - INFO - Epoch(train) [34][1600/3757] lr: 9.193e-03 eta: 1 day, 16:14:09 time: 0.247 data_time: 0.006 memory: 5036 grad_norm: 5.6273 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.4624 loss: 3.4624 2022/06/25 20:36:53 - mmengine - INFO - Epoch(train) [34][1620/3757] lr: 9.193e-03 eta: 1 day, 16:14:05 time: 0.308 data_time: 0.003 memory: 5036 grad_norm: 5.2881 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.3439 loss: 3.3439 2022/06/25 20:36:58 - mmengine - INFO - Epoch(train) [34][1640/3757] lr: 9.193e-03 eta: 1 day, 16:13:58 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 5.2763 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.6807 loss: 2.6807 2022/06/25 20:37:03 - mmengine - INFO - Epoch(train) [34][1660/3757] lr: 9.193e-03 eta: 1 day, 16:13:52 time: 0.251 data_time: 0.015 memory: 5036 grad_norm: 4.9167 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.9244 loss: 2.9244 2022/06/25 20:37:08 - mmengine - INFO - Epoch(train) [34][1680/3757] lr: 9.193e-03 eta: 1 day, 16:13:46 time: 0.250 data_time: 0.010 memory: 5036 grad_norm: 4.7464 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6933 loss: 2.6933 2022/06/25 20:37:13 - mmengine - INFO - Epoch(train) [34][1700/3757] lr: 9.193e-03 eta: 1 day, 16:13:41 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 5.2192 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 3.3134 loss: 3.3134 2022/06/25 20:37:18 - mmengine - INFO - Epoch(train) [34][1720/3757] lr: 9.193e-03 eta: 1 day, 16:13:35 time: 0.252 data_time: 0.005 memory: 5036 grad_norm: 5.4290 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7150 loss: 2.7150 2022/06/25 20:37:24 - mmengine - INFO - Epoch(train) [34][1740/3757] lr: 9.193e-03 eta: 1 day, 16:13:29 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 5.5896 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5601 loss: 2.5601 2022/06/25 20:37:29 - mmengine - INFO - Epoch(train) [34][1760/3757] lr: 9.193e-03 eta: 1 day, 16:13:23 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 5.0909 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9890 loss: 2.9890 2022/06/25 20:37:34 - mmengine - INFO - Epoch(train) [34][1780/3757] lr: 9.193e-03 eta: 1 day, 16:13:17 time: 0.246 data_time: 0.005 memory: 5036 grad_norm: 5.1100 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.3401 loss: 3.3401 2022/06/25 20:37:39 - mmengine - INFO - Epoch(train) [34][1800/3757] lr: 9.193e-03 eta: 1 day, 16:13:12 time: 0.262 data_time: 0.020 memory: 5036 grad_norm: 5.5267 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9899 loss: 2.9899 2022/06/25 20:37:44 - mmengine - INFO - Epoch(train) [34][1820/3757] lr: 9.193e-03 eta: 1 day, 16:13:06 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 4.9148 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9808 loss: 2.9808 2022/06/25 20:37:49 - mmengine - INFO - Epoch(train) [34][1840/3757] lr: 9.193e-03 eta: 1 day, 16:13:00 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 5.5432 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 2.7974 loss: 2.7974 2022/06/25 20:37:55 - mmengine - INFO - Epoch(train) [34][1860/3757] lr: 9.193e-03 eta: 1 day, 16:12:56 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 5.2638 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0289 loss: 3.0289 2022/06/25 20:38:00 - mmengine - INFO - Epoch(train) [34][1880/3757] lr: 9.193e-03 eta: 1 day, 16:12:50 time: 0.245 data_time: 0.003 memory: 5036 grad_norm: 5.1320 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1665 loss: 3.1665 2022/06/25 20:38:05 - mmengine - INFO - Epoch(train) [34][1900/3757] lr: 9.193e-03 eta: 1 day, 16:12:45 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 4.7998 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.0243 loss: 3.0243 2022/06/25 20:38:10 - mmengine - INFO - Epoch(train) [34][1920/3757] lr: 9.193e-03 eta: 1 day, 16:12:39 time: 0.251 data_time: 0.009 memory: 5036 grad_norm: 5.2869 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2857 loss: 3.2857 2022/06/25 20:38:16 - mmengine - INFO - Epoch(train) [34][1940/3757] lr: 9.193e-03 eta: 1 day, 16:12:34 time: 0.259 data_time: 0.002 memory: 5036 grad_norm: 5.6806 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.1981 loss: 3.1981 2022/06/25 20:38:21 - mmengine - INFO - Epoch(train) [34][1960/3757] lr: 9.193e-03 eta: 1 day, 16:12:28 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 5.3931 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2311 loss: 3.2311 2022/06/25 20:38:26 - mmengine - INFO - Epoch(train) [34][1980/3757] lr: 9.193e-03 eta: 1 day, 16:12:24 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 5.3068 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9016 loss: 2.9016 2022/06/25 20:38:31 - mmengine - INFO - Epoch(train) [34][2000/3757] lr: 9.193e-03 eta: 1 day, 16:12:18 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 5.1966 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1985 loss: 3.1985 2022/06/25 20:38:37 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 20:38:37 - mmengine - INFO - Epoch(train) [34][2020/3757] lr: 9.193e-03 eta: 1 day, 16:12:14 time: 0.251 data_time: 0.012 memory: 5036 grad_norm: 5.3059 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.8646 loss: 2.8646 2022/06/25 20:38:42 - mmengine - INFO - Epoch(train) [34][2040/3757] lr: 9.193e-03 eta: 1 day, 16:12:08 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 4.7708 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.2509 loss: 3.2509 2022/06/25 20:38:48 - mmengine - INFO - Epoch(train) [34][2060/3757] lr: 9.193e-03 eta: 1 day, 16:12:03 time: 0.245 data_time: 0.003 memory: 5036 grad_norm: 4.8214 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 3.0027 loss: 3.0027 2022/06/25 20:38:53 - mmengine - INFO - Epoch(train) [34][2080/3757] lr: 9.193e-03 eta: 1 day, 16:11:58 time: 0.388 data_time: 0.008 memory: 5036 grad_norm: 5.0869 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.6111 loss: 3.6111 2022/06/25 20:38:58 - mmengine - INFO - Epoch(train) [34][2100/3757] lr: 9.193e-03 eta: 1 day, 16:11:52 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 5.1506 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1510 loss: 3.1510 2022/06/25 20:39:03 - mmengine - INFO - Epoch(train) [34][2120/3757] lr: 9.193e-03 eta: 1 day, 16:11:46 time: 0.271 data_time: 0.002 memory: 5036 grad_norm: 4.9738 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6925 loss: 2.6925 2022/06/25 20:39:08 - mmengine - INFO - Epoch(train) [34][2140/3757] lr: 9.193e-03 eta: 1 day, 16:11:40 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 5.6237 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7707 loss: 2.7707 2022/06/25 20:39:14 - mmengine - INFO - Epoch(train) [34][2160/3757] lr: 9.193e-03 eta: 1 day, 16:11:37 time: 0.262 data_time: 0.002 memory: 5036 grad_norm: 5.6451 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.6981 loss: 2.6981 2022/06/25 20:39:19 - mmengine - INFO - Epoch(train) [34][2180/3757] lr: 9.193e-03 eta: 1 day, 16:11:31 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 5.0696 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.7782 loss: 2.7782 2022/06/25 20:39:24 - mmengine - INFO - Epoch(train) [34][2200/3757] lr: 9.193e-03 eta: 1 day, 16:11:25 time: 0.265 data_time: 0.005 memory: 5036 grad_norm: 5.2742 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.0054 loss: 3.0054 2022/06/25 20:39:29 - mmengine - INFO - Epoch(train) [34][2220/3757] lr: 9.193e-03 eta: 1 day, 16:11:20 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 5.5209 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.2826 loss: 3.2826 2022/06/25 20:39:35 - mmengine - INFO - Epoch(train) [34][2240/3757] lr: 9.193e-03 eta: 1 day, 16:11:17 time: 0.247 data_time: 0.006 memory: 5036 grad_norm: 5.5416 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1043 loss: 3.1043 2022/06/25 20:39:40 - mmengine - INFO - Epoch(train) [34][2260/3757] lr: 9.193e-03 eta: 1 day, 16:11:11 time: 0.257 data_time: 0.014 memory: 5036 grad_norm: 5.4300 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8220 loss: 2.8220 2022/06/25 20:39:46 - mmengine - INFO - Epoch(train) [34][2280/3757] lr: 9.193e-03 eta: 1 day, 16:11:05 time: 0.247 data_time: 0.006 memory: 5036 grad_norm: 5.5951 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.0406 loss: 3.0406 2022/06/25 20:39:51 - mmengine - INFO - Epoch(train) [34][2300/3757] lr: 9.193e-03 eta: 1 day, 16:11:00 time: 0.259 data_time: 0.005 memory: 5036 grad_norm: 5.2529 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.6101 loss: 2.6101 2022/06/25 20:39:56 - mmengine - INFO - Epoch(train) [34][2320/3757] lr: 9.193e-03 eta: 1 day, 16:10:56 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 5.6278 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1694 loss: 3.1694 2022/06/25 20:40:01 - mmengine - INFO - Epoch(train) [34][2340/3757] lr: 9.193e-03 eta: 1 day, 16:10:50 time: 0.245 data_time: 0.008 memory: 5036 grad_norm: 5.3643 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2888 loss: 3.2888 2022/06/25 20:40:06 - mmengine - INFO - Epoch(train) [34][2360/3757] lr: 9.193e-03 eta: 1 day, 16:10:44 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 4.8172 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.8770 loss: 2.8770 2022/06/25 20:40:11 - mmengine - INFO - Epoch(train) [34][2380/3757] lr: 9.193e-03 eta: 1 day, 16:10:38 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 4.5404 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7381 loss: 2.7381 2022/06/25 20:40:17 - mmengine - INFO - Epoch(train) [34][2400/3757] lr: 9.193e-03 eta: 1 day, 16:10:34 time: 0.255 data_time: 0.008 memory: 5036 grad_norm: 4.8382 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.0656 loss: 3.0656 2022/06/25 20:40:22 - mmengine - INFO - Epoch(train) [34][2420/3757] lr: 9.193e-03 eta: 1 day, 16:10:29 time: 0.248 data_time: 0.005 memory: 5036 grad_norm: 5.4972 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.5047 loss: 3.5047 2022/06/25 20:40:27 - mmengine - INFO - Epoch(train) [34][2440/3757] lr: 9.193e-03 eta: 1 day, 16:10:22 time: 0.258 data_time: 0.008 memory: 5036 grad_norm: 5.5219 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.8053 loss: 2.8053 2022/06/25 20:40:33 - mmengine - INFO - Epoch(train) [34][2460/3757] lr: 9.193e-03 eta: 1 day, 16:10:16 time: 0.253 data_time: 0.005 memory: 5036 grad_norm: 5.3364 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0811 loss: 3.0811 2022/06/25 20:40:38 - mmengine - INFO - Epoch(train) [34][2480/3757] lr: 9.193e-03 eta: 1 day, 16:10:11 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 5.6927 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.1744 loss: 3.1744 2022/06/25 20:40:43 - mmengine - INFO - Epoch(train) [34][2500/3757] lr: 9.193e-03 eta: 1 day, 16:10:05 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 5.1534 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4377 loss: 3.4377 2022/06/25 20:40:48 - mmengine - INFO - Epoch(train) [34][2520/3757] lr: 9.193e-03 eta: 1 day, 16:09:59 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 4.8484 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.6628 loss: 2.6628 2022/06/25 20:40:53 - mmengine - INFO - Epoch(train) [34][2540/3757] lr: 9.193e-03 eta: 1 day, 16:09:54 time: 0.556 data_time: 0.002 memory: 5036 grad_norm: 6.3738 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 2.9049 loss: 2.9049 2022/06/25 20:40:58 - mmengine - INFO - Epoch(train) [34][2560/3757] lr: 9.193e-03 eta: 1 day, 16:09:48 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 4.7763 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8393 loss: 2.8393 2022/06/25 20:41:04 - mmengine - INFO - Epoch(train) [34][2580/3757] lr: 9.193e-03 eta: 1 day, 16:09:43 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 5.2121 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8856 loss: 2.8856 2022/06/25 20:41:09 - mmengine - INFO - Epoch(train) [34][2600/3757] lr: 9.193e-03 eta: 1 day, 16:09:37 time: 0.256 data_time: 0.008 memory: 5036 grad_norm: 5.7059 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5682 loss: 2.5682 2022/06/25 20:41:14 - mmengine - INFO - Epoch(train) [34][2620/3757] lr: 9.193e-03 eta: 1 day, 16:09:32 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 4.9102 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.2869 loss: 3.2869 2022/06/25 20:41:19 - mmengine - INFO - Epoch(train) [34][2640/3757] lr: 9.193e-03 eta: 1 day, 16:09:25 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 5.1926 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.9464 loss: 2.9464 2022/06/25 20:41:24 - mmengine - INFO - Epoch(train) [34][2660/3757] lr: 9.193e-03 eta: 1 day, 16:09:20 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 4.5997 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.0033 loss: 3.0033 2022/06/25 20:41:29 - mmengine - INFO - Epoch(train) [34][2680/3757] lr: 9.193e-03 eta: 1 day, 16:09:14 time: 0.256 data_time: 0.002 memory: 5036 grad_norm: 5.0065 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2141 loss: 3.2141 2022/06/25 20:41:35 - mmengine - INFO - Epoch(train) [34][2700/3757] lr: 9.193e-03 eta: 1 day, 16:09:09 time: 0.256 data_time: 0.002 memory: 5036 grad_norm: 5.9332 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.9762 loss: 2.9762 2022/06/25 20:41:40 - mmengine - INFO - Epoch(train) [34][2720/3757] lr: 9.193e-03 eta: 1 day, 16:09:03 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 5.9088 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.0287 loss: 3.0287 2022/06/25 20:41:45 - mmengine - INFO - Epoch(train) [34][2740/3757] lr: 9.193e-03 eta: 1 day, 16:08:58 time: 0.243 data_time: 0.002 memory: 5036 grad_norm: 5.2626 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0321 loss: 3.0321 2022/06/25 20:41:50 - mmengine - INFO - Epoch(train) [34][2760/3757] lr: 9.193e-03 eta: 1 day, 16:08:52 time: 0.267 data_time: 0.002 memory: 5036 grad_norm: 5.8058 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 3.0987 loss: 3.0987 2022/06/25 20:41:56 - mmengine - INFO - Epoch(train) [34][2780/3757] lr: 9.193e-03 eta: 1 day, 16:08:47 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 4.7049 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6712 loss: 2.6712 2022/06/25 20:42:01 - mmengine - INFO - Epoch(train) [34][2800/3757] lr: 9.193e-03 eta: 1 day, 16:08:41 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 5.1716 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.9823 loss: 2.9823 2022/06/25 20:42:06 - mmengine - INFO - Epoch(train) [34][2820/3757] lr: 9.193e-03 eta: 1 day, 16:08:35 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 4.9493 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8737 loss: 2.8737 2022/06/25 20:42:11 - mmengine - INFO - Epoch(train) [34][2840/3757] lr: 9.193e-03 eta: 1 day, 16:08:31 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 5.3552 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8392 loss: 2.8392 2022/06/25 20:42:17 - mmengine - INFO - Epoch(train) [34][2860/3757] lr: 9.193e-03 eta: 1 day, 16:08:25 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 4.7993 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.1063 loss: 3.1063 2022/06/25 20:42:22 - mmengine - INFO - Epoch(train) [34][2880/3757] lr: 9.193e-03 eta: 1 day, 16:08:19 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 4.7462 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2107 loss: 3.2107 2022/06/25 20:42:27 - mmengine - INFO - Epoch(train) [34][2900/3757] lr: 9.193e-03 eta: 1 day, 16:08:14 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 4.5089 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1341 loss: 3.1341 2022/06/25 20:42:32 - mmengine - INFO - Epoch(train) [34][2920/3757] lr: 9.193e-03 eta: 1 day, 16:08:08 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 4.9391 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.8773 loss: 2.8773 2022/06/25 20:42:38 - mmengine - INFO - Epoch(train) [34][2940/3757] lr: 9.193e-03 eta: 1 day, 16:08:04 time: 0.245 data_time: 0.003 memory: 5036 grad_norm: 5.8780 top1_acc: 0.1250 top5_acc: 0.8750 loss_cls: 2.9672 loss: 2.9672 2022/06/25 20:42:43 - mmengine - INFO - Epoch(train) [34][2960/3757] lr: 9.193e-03 eta: 1 day, 16:07:58 time: 0.257 data_time: 0.002 memory: 5036 grad_norm: 5.1381 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2366 loss: 3.2366 2022/06/25 20:42:48 - mmengine - INFO - Epoch(train) [34][2980/3757] lr: 9.193e-03 eta: 1 day, 16:07:54 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 5.0204 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9681 loss: 2.9681 2022/06/25 20:42:54 - mmengine - INFO - Epoch(train) [34][3000/3757] lr: 9.193e-03 eta: 1 day, 16:07:49 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 4.8243 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.5597 loss: 3.5597 2022/06/25 20:42:58 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 20:42:59 - mmengine - INFO - Epoch(train) [34][3020/3757] lr: 9.193e-03 eta: 1 day, 16:07:43 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 5.0478 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.1231 loss: 3.1231 2022/06/25 20:43:04 - mmengine - INFO - Epoch(train) [34][3040/3757] lr: 9.193e-03 eta: 1 day, 16:07:38 time: 0.260 data_time: 0.002 memory: 5036 grad_norm: 6.2468 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.3347 loss: 3.3347 2022/06/25 20:43:09 - mmengine - INFO - Epoch(train) [34][3060/3757] lr: 9.193e-03 eta: 1 day, 16:07:33 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 5.1498 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0960 loss: 3.0960 2022/06/25 20:43:14 - mmengine - INFO - Epoch(train) [34][3080/3757] lr: 9.193e-03 eta: 1 day, 16:07:27 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 5.3179 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.7044 loss: 3.7044 2022/06/25 20:43:20 - mmengine - INFO - Epoch(train) [34][3100/3757] lr: 9.193e-03 eta: 1 day, 16:07:22 time: 0.245 data_time: 0.003 memory: 5036 grad_norm: 5.7485 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1845 loss: 3.1845 2022/06/25 20:43:25 - mmengine - INFO - Epoch(train) [34][3120/3757] lr: 9.193e-03 eta: 1 day, 16:07:16 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 6.0390 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 3.3262 loss: 3.3262 2022/06/25 20:43:30 - mmengine - INFO - Epoch(train) [34][3140/3757] lr: 9.193e-03 eta: 1 day, 16:07:10 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 5.7226 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 3.0522 loss: 3.0522 2022/06/25 20:43:35 - mmengine - INFO - Epoch(train) [34][3160/3757] lr: 9.193e-03 eta: 1 day, 16:07:04 time: 0.247 data_time: 0.009 memory: 5036 grad_norm: 4.6918 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.3716 loss: 3.3716 2022/06/25 20:43:40 - mmengine - INFO - Epoch(train) [34][3180/3757] lr: 9.193e-03 eta: 1 day, 16:06:59 time: 0.256 data_time: 0.005 memory: 5036 grad_norm: 5.1685 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.3646 loss: 3.3646 2022/06/25 20:43:46 - mmengine - INFO - Epoch(train) [34][3200/3757] lr: 9.193e-03 eta: 1 day, 16:06:53 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 5.3795 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 2.7588 loss: 2.7588 2022/06/25 20:43:51 - mmengine - INFO - Epoch(train) [34][3220/3757] lr: 9.193e-03 eta: 1 day, 16:06:48 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 6.2624 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.8461 loss: 2.8461 2022/06/25 20:43:56 - mmengine - INFO - Epoch(train) [34][3240/3757] lr: 9.193e-03 eta: 1 day, 16:06:44 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 5.5641 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2155 loss: 3.2155 2022/06/25 20:44:02 - mmengine - INFO - Epoch(train) [34][3260/3757] lr: 9.193e-03 eta: 1 day, 16:06:38 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 5.6917 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2277 loss: 3.2277 2022/06/25 20:44:07 - mmengine - INFO - Epoch(train) [34][3280/3757] lr: 9.193e-03 eta: 1 day, 16:06:33 time: 0.249 data_time: 0.005 memory: 5036 grad_norm: 4.9297 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.9008 loss: 2.9008 2022/06/25 20:44:12 - mmengine - INFO - Epoch(train) [34][3300/3757] lr: 9.193e-03 eta: 1 day, 16:06:28 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 5.0468 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9772 loss: 2.9772 2022/06/25 20:44:17 - mmengine - INFO - Epoch(train) [34][3320/3757] lr: 9.193e-03 eta: 1 day, 16:06:23 time: 0.268 data_time: 0.003 memory: 5036 grad_norm: 4.6216 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.0859 loss: 3.0859 2022/06/25 20:44:23 - mmengine - INFO - Epoch(train) [34][3340/3757] lr: 9.193e-03 eta: 1 day, 16:06:18 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 4.6158 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1340 loss: 3.1340 2022/06/25 20:44:28 - mmengine - INFO - Epoch(train) [34][3360/3757] lr: 9.193e-03 eta: 1 day, 16:06:12 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 4.9009 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.8191 loss: 2.8191 2022/06/25 20:44:33 - mmengine - INFO - Epoch(train) [34][3380/3757] lr: 9.193e-03 eta: 1 day, 16:06:06 time: 0.244 data_time: 0.003 memory: 5036 grad_norm: 5.1732 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.7872 loss: 2.7872 2022/06/25 20:44:38 - mmengine - INFO - Epoch(train) [34][3400/3757] lr: 9.193e-03 eta: 1 day, 16:06:01 time: 0.302 data_time: 0.002 memory: 5036 grad_norm: 4.9219 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.9830 loss: 2.9830 2022/06/25 20:44:44 - mmengine - INFO - Epoch(train) [34][3420/3757] lr: 9.193e-03 eta: 1 day, 16:05:58 time: 0.306 data_time: 0.003 memory: 5036 grad_norm: 4.8712 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1287 loss: 3.1287 2022/06/25 20:44:49 - mmengine - INFO - Epoch(train) [34][3440/3757] lr: 9.193e-03 eta: 1 day, 16:05:52 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 5.2876 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.0348 loss: 3.0348 2022/06/25 20:44:54 - mmengine - INFO - Epoch(train) [34][3460/3757] lr: 9.193e-03 eta: 1 day, 16:05:47 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 5.2513 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0453 loss: 3.0453 2022/06/25 20:45:00 - mmengine - INFO - Epoch(train) [34][3480/3757] lr: 9.193e-03 eta: 1 day, 16:05:41 time: 0.270 data_time: 0.002 memory: 5036 grad_norm: 5.2086 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9980 loss: 2.9980 2022/06/25 20:45:05 - mmengine - INFO - Epoch(train) [34][3500/3757] lr: 9.193e-03 eta: 1 day, 16:05:35 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 4.9207 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.9824 loss: 2.9824 2022/06/25 20:45:10 - mmengine - INFO - Epoch(train) [34][3520/3757] lr: 9.193e-03 eta: 1 day, 16:05:30 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 5.8550 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.3385 loss: 3.3385 2022/06/25 20:45:15 - mmengine - INFO - Epoch(train) [34][3540/3757] lr: 9.193e-03 eta: 1 day, 16:05:24 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 5.1474 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.0653 loss: 3.0653 2022/06/25 20:45:20 - mmengine - INFO - Epoch(train) [34][3560/3757] lr: 9.193e-03 eta: 1 day, 16:05:18 time: 0.263 data_time: 0.002 memory: 5036 grad_norm: 5.6063 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8131 loss: 2.8131 2022/06/25 20:45:25 - mmengine - INFO - Epoch(train) [34][3580/3757] lr: 9.193e-03 eta: 1 day, 16:05:13 time: 0.255 data_time: 0.005 memory: 5036 grad_norm: 5.0352 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.4638 loss: 3.4638 2022/06/25 20:45:31 - mmengine - INFO - Epoch(train) [34][3600/3757] lr: 9.193e-03 eta: 1 day, 16:05:07 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 5.8048 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.0114 loss: 3.0114 2022/06/25 20:45:36 - mmengine - INFO - Epoch(train) [34][3620/3757] lr: 9.193e-03 eta: 1 day, 16:05:01 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 5.3622 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9439 loss: 2.9439 2022/06/25 20:45:41 - mmengine - INFO - Epoch(train) [34][3640/3757] lr: 9.193e-03 eta: 1 day, 16:04:56 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 5.6061 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.3507 loss: 3.3507 2022/06/25 20:45:46 - mmengine - INFO - Epoch(train) [34][3660/3757] lr: 9.193e-03 eta: 1 day, 16:04:51 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 4.9099 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.4086 loss: 3.4086 2022/06/25 20:45:52 - mmengine - INFO - Epoch(train) [34][3680/3757] lr: 9.193e-03 eta: 1 day, 16:04:45 time: 0.251 data_time: 0.005 memory: 5036 grad_norm: 5.1294 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9150 loss: 2.9150 2022/06/25 20:45:57 - mmengine - INFO - Epoch(train) [34][3700/3757] lr: 9.193e-03 eta: 1 day, 16:04:41 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 5.0581 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.2041 loss: 3.2041 2022/06/25 20:46:02 - mmengine - INFO - Epoch(train) [34][3720/3757] lr: 9.193e-03 eta: 1 day, 16:04:35 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 6.2965 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9236 loss: 2.9236 2022/06/25 20:46:08 - mmengine - INFO - Epoch(train) [34][3740/3757] lr: 9.193e-03 eta: 1 day, 16:04:30 time: 0.240 data_time: 0.003 memory: 5036 grad_norm: 5.5037 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.0487 loss: 3.0487 2022/06/25 20:46:12 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 20:46:12 - mmengine - INFO - Saving checkpoint at 34 epochs 2022/06/25 20:46:24 - mmengine - INFO - Epoch(val) [34][20/310] eta: 0:01:44 time: 0.108 data_time: 0.004 memory: 5036 2022/06/25 20:46:29 - mmengine - INFO - Epoch(val) [34][40/310] eta: 0:01:34 time: 0.107 data_time: 0.005 memory: 1723 2022/06/25 20:46:33 - mmengine - INFO - Epoch(val) [34][60/310] eta: 0:00:27 time: 0.144 data_time: 0.002 memory: 1723 2022/06/25 20:46:38 - mmengine - INFO - Epoch(val) [34][80/310] eta: 0:00:24 time: 0.109 data_time: 0.001 memory: 1723 2022/06/25 20:46:45 - mmengine - INFO - Epoch(val) [34][100/310] eta: 0:01:10 time: 0.117 data_time: 0.011 memory: 1723 2022/06/25 20:46:50 - mmengine - INFO - Epoch(val) [34][120/310] eta: 0:01:09 time: 0.109 data_time: 0.008 memory: 1723 2022/06/25 20:46:54 - mmengine - INFO - Epoch(val) [34][140/310] eta: 0:00:18 time: 0.103 data_time: 0.001 memory: 1723 2022/06/25 20:46:59 - mmengine - INFO - Epoch(val) [34][160/310] eta: 0:00:15 time: 0.103 data_time: 0.001 memory: 1723 2022/06/25 20:47:06 - mmengine - INFO - Epoch(val) [34][180/310] eta: 0:00:45 time: 0.486 data_time: 0.384 memory: 1723 2022/06/25 20:47:11 - mmengine - INFO - Epoch(val) [34][200/310] eta: 0:00:39 time: 0.120 data_time: 0.012 memory: 1723 2022/06/25 20:47:15 - mmengine - INFO - Epoch(val) [34][220/310] eta: 0:00:09 time: 0.108 data_time: 0.005 memory: 1723 2022/06/25 20:47:20 - mmengine - INFO - Epoch(val) [34][240/310] eta: 0:00:07 time: 0.104 data_time: 0.002 memory: 1723 2022/06/25 20:47:27 - mmengine - INFO - Epoch(val) [34][260/310] eta: 0:00:17 time: 0.103 data_time: 0.001 memory: 1723 2022/06/25 20:47:31 - mmengine - INFO - Epoch(val) [34][280/310] eta: 0:00:10 time: 0.111 data_time: 0.005 memory: 1723 2022/06/25 20:47:33 - mmengine - INFO - Epoch(val) [34][300/310] eta: 0:00:01 time: 0.125 data_time: 0.001 memory: 1723 2022/06/25 20:47:36 - mmengine - INFO - Epoch(val) [34][310/310] acc/top1: 0.4051 acc/top5: 0.6774 acc/mean1: 0.4049 2022/06/25 20:47:45 - mmengine - INFO - Epoch(train) [35][20/3757] lr: 9.145e-03 eta: 1 day, 16:04:30 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 5.2503 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.9639 loss: 2.9639 2022/06/25 20:47:51 - mmengine - INFO - Epoch(train) [35][40/3757] lr: 9.145e-03 eta: 1 day, 16:04:25 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 4.7891 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 2.6934 loss: 2.6934 2022/06/25 20:47:56 - mmengine - INFO - Epoch(train) [35][60/3757] lr: 9.145e-03 eta: 1 day, 16:04:21 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 5.3818 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1028 loss: 3.1028 2022/06/25 20:48:01 - mmengine - INFO - Epoch(train) [35][80/3757] lr: 9.145e-03 eta: 1 day, 16:04:15 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 5.7722 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0820 loss: 3.0820 2022/06/25 20:48:07 - mmengine - INFO - Epoch(train) [35][100/3757] lr: 9.145e-03 eta: 1 day, 16:04:10 time: 0.263 data_time: 0.002 memory: 5036 grad_norm: 5.3186 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1425 loss: 3.1425 2022/06/25 20:48:12 - mmengine - INFO - Epoch(train) [35][120/3757] lr: 9.145e-03 eta: 1 day, 16:04:05 time: 0.241 data_time: 0.003 memory: 5036 grad_norm: 5.8002 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0299 loss: 3.0299 2022/06/25 20:48:17 - mmengine - INFO - Epoch(train) [35][140/3757] lr: 9.145e-03 eta: 1 day, 16:04:00 time: 0.241 data_time: 0.003 memory: 5036 grad_norm: 5.5431 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9482 loss: 2.9482 2022/06/25 20:48:23 - mmengine - INFO - Epoch(train) [35][160/3757] lr: 9.145e-03 eta: 1 day, 16:03:55 time: 0.243 data_time: 0.003 memory: 5036 grad_norm: 5.6803 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0714 loss: 3.0714 2022/06/25 20:48:28 - mmengine - INFO - Epoch(train) [35][180/3757] lr: 9.145e-03 eta: 1 day, 16:03:50 time: 0.278 data_time: 0.002 memory: 5036 grad_norm: 5.5328 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.2698 loss: 3.2698 2022/06/25 20:48:33 - mmengine - INFO - Epoch(train) [35][200/3757] lr: 9.145e-03 eta: 1 day, 16:03:45 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 5.5778 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7975 loss: 2.7975 2022/06/25 20:48:39 - mmengine - INFO - Epoch(train) [35][220/3757] lr: 9.145e-03 eta: 1 day, 16:03:42 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 5.0963 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8571 loss: 2.8571 2022/06/25 20:48:44 - mmengine - INFO - Epoch(train) [35][240/3757] lr: 9.145e-03 eta: 1 day, 16:03:36 time: 0.246 data_time: 0.005 memory: 5036 grad_norm: 4.9674 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.0910 loss: 3.0910 2022/06/25 20:48:49 - mmengine - INFO - Epoch(train) [35][260/3757] lr: 9.145e-03 eta: 1 day, 16:03:31 time: 0.266 data_time: 0.008 memory: 5036 grad_norm: 4.9017 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0849 loss: 3.0849 2022/06/25 20:48:50 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 20:48:55 - mmengine - INFO - Epoch(train) [35][280/3757] lr: 9.145e-03 eta: 1 day, 16:03:25 time: 0.249 data_time: 0.009 memory: 5036 grad_norm: 5.2381 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1293 loss: 3.1293 2022/06/25 20:49:00 - mmengine - INFO - Epoch(train) [35][300/3757] lr: 9.145e-03 eta: 1 day, 16:03:20 time: 0.247 data_time: 0.005 memory: 5036 grad_norm: 4.9453 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9635 loss: 2.9635 2022/06/25 20:49:05 - mmengine - INFO - Epoch(train) [35][320/3757] lr: 9.145e-03 eta: 1 day, 16:03:14 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 5.3501 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.7299 loss: 2.7299 2022/06/25 20:49:10 - mmengine - INFO - Epoch(train) [35][340/3757] lr: 9.145e-03 eta: 1 day, 16:03:08 time: 0.261 data_time: 0.002 memory: 5036 grad_norm: 5.0827 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7484 loss: 2.7484 2022/06/25 20:49:16 - mmengine - INFO - Epoch(train) [35][360/3757] lr: 9.145e-03 eta: 1 day, 16:03:05 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 4.7617 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.7964 loss: 2.7964 2022/06/25 20:49:21 - mmengine - INFO - Epoch(train) [35][380/3757] lr: 9.145e-03 eta: 1 day, 16:03:00 time: 0.254 data_time: 0.016 memory: 5036 grad_norm: 5.3523 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.8022 loss: 2.8022 2022/06/25 20:49:26 - mmengine - INFO - Epoch(train) [35][400/3757] lr: 9.145e-03 eta: 1 day, 16:02:54 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 5.3174 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.4312 loss: 3.4312 2022/06/25 20:49:31 - mmengine - INFO - Epoch(train) [35][420/3757] lr: 9.145e-03 eta: 1 day, 16:02:48 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 5.2977 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.8067 loss: 2.8067 2022/06/25 20:49:37 - mmengine - INFO - Epoch(train) [35][440/3757] lr: 9.145e-03 eta: 1 day, 16:02:43 time: 0.263 data_time: 0.005 memory: 5036 grad_norm: 5.2294 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1006 loss: 3.1006 2022/06/25 20:49:42 - mmengine - INFO - Epoch(train) [35][460/3757] lr: 9.145e-03 eta: 1 day, 16:02:37 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 5.4193 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.7978 loss: 2.7978 2022/06/25 20:49:47 - mmengine - INFO - Epoch(train) [35][480/3757] lr: 9.145e-03 eta: 1 day, 16:02:32 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 5.9970 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6466 loss: 2.6466 2022/06/25 20:49:52 - mmengine - INFO - Epoch(train) [35][500/3757] lr: 9.145e-03 eta: 1 day, 16:02:26 time: 0.253 data_time: 0.005 memory: 5036 grad_norm: 5.0839 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1605 loss: 3.1605 2022/06/25 20:49:57 - mmengine - INFO - Epoch(train) [35][520/3757] lr: 9.145e-03 eta: 1 day, 16:02:20 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 5.6193 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.0198 loss: 3.0198 2022/06/25 20:50:02 - mmengine - INFO - Epoch(train) [35][540/3757] lr: 9.145e-03 eta: 1 day, 16:02:14 time: 0.250 data_time: 0.009 memory: 5036 grad_norm: 5.6463 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.4447 loss: 3.4447 2022/06/25 20:50:08 - mmengine - INFO - Epoch(train) [35][560/3757] lr: 9.145e-03 eta: 1 day, 16:02:08 time: 0.250 data_time: 0.005 memory: 5036 grad_norm: 5.0720 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.7338 loss: 2.7338 2022/06/25 20:50:13 - mmengine - INFO - Epoch(train) [35][580/3757] lr: 9.145e-03 eta: 1 day, 16:02:02 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 5.3793 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.6499 loss: 3.6499 2022/06/25 20:50:18 - mmengine - INFO - Epoch(train) [35][600/3757] lr: 9.145e-03 eta: 1 day, 16:01:57 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 6.9418 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.3242 loss: 3.3242 2022/06/25 20:50:23 - mmengine - INFO - Epoch(train) [35][620/3757] lr: 9.145e-03 eta: 1 day, 16:01:51 time: 0.251 data_time: 0.009 memory: 5036 grad_norm: 5.1831 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0607 loss: 3.0607 2022/06/25 20:50:28 - mmengine - INFO - Epoch(train) [35][640/3757] lr: 9.145e-03 eta: 1 day, 16:01:45 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 5.7864 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.9351 loss: 2.9351 2022/06/25 20:50:33 - mmengine - INFO - Epoch(train) [35][660/3757] lr: 9.145e-03 eta: 1 day, 16:01:39 time: 0.266 data_time: 0.002 memory: 5036 grad_norm: 6.1431 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.0929 loss: 3.0929 2022/06/25 20:50:39 - mmengine - INFO - Epoch(train) [35][680/3757] lr: 9.145e-03 eta: 1 day, 16:01:35 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 6.5103 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.5251 loss: 3.5251 2022/06/25 20:50:44 - mmengine - INFO - Epoch(train) [35][700/3757] lr: 9.145e-03 eta: 1 day, 16:01:29 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 5.4046 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.7320 loss: 2.7320 2022/06/25 20:50:49 - mmengine - INFO - Epoch(train) [35][720/3757] lr: 9.145e-03 eta: 1 day, 16:01:23 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 5.9126 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9068 loss: 2.9068 2022/06/25 20:50:54 - mmengine - INFO - Epoch(train) [35][740/3757] lr: 9.145e-03 eta: 1 day, 16:01:18 time: 0.292 data_time: 0.002 memory: 5036 grad_norm: 6.9671 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0656 loss: 3.0656 2022/06/25 20:50:59 - mmengine - INFO - Epoch(train) [35][760/3757] lr: 9.145e-03 eta: 1 day, 16:01:12 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 5.3489 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.2453 loss: 3.2453 2022/06/25 20:51:05 - mmengine - INFO - Epoch(train) [35][780/3757] lr: 9.145e-03 eta: 1 day, 16:01:06 time: 0.258 data_time: 0.019 memory: 5036 grad_norm: 5.3010 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2142 loss: 3.2142 2022/06/25 20:51:10 - mmengine - INFO - Epoch(train) [35][800/3757] lr: 9.145e-03 eta: 1 day, 16:01:01 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 5.0636 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1666 loss: 3.1666 2022/06/25 20:51:15 - mmengine - INFO - Epoch(train) [35][820/3757] lr: 9.145e-03 eta: 1 day, 16:00:56 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 5.6898 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.3417 loss: 3.3417 2022/06/25 20:51:21 - mmengine - INFO - Epoch(train) [35][840/3757] lr: 9.145e-03 eta: 1 day, 16:00:51 time: 0.262 data_time: 0.002 memory: 5036 grad_norm: 5.0358 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1489 loss: 3.1489 2022/06/25 20:51:26 - mmengine - INFO - Epoch(train) [35][860/3757] lr: 9.145e-03 eta: 1 day, 16:00:46 time: 0.258 data_time: 0.019 memory: 5036 grad_norm: 5.6647 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7175 loss: 2.7175 2022/06/25 20:51:31 - mmengine - INFO - Epoch(train) [35][880/3757] lr: 9.145e-03 eta: 1 day, 16:00:40 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 5.1248 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.0174 loss: 3.0174 2022/06/25 20:51:36 - mmengine - INFO - Epoch(train) [35][900/3757] lr: 9.145e-03 eta: 1 day, 16:00:35 time: 0.269 data_time: 0.003 memory: 5036 grad_norm: 4.9796 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.3989 loss: 2.3989 2022/06/25 20:51:41 - mmengine - INFO - Epoch(train) [35][920/3757] lr: 9.145e-03 eta: 1 day, 16:00:29 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 5.5741 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.3262 loss: 3.3262 2022/06/25 20:51:47 - mmengine - INFO - Epoch(train) [35][940/3757] lr: 9.145e-03 eta: 1 day, 16:00:24 time: 0.259 data_time: 0.022 memory: 5036 grad_norm: 4.8374 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.0698 loss: 3.0698 2022/06/25 20:51:52 - mmengine - INFO - Epoch(train) [35][960/3757] lr: 9.145e-03 eta: 1 day, 16:00:18 time: 0.244 data_time: 0.003 memory: 5036 grad_norm: 5.0676 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.8287 loss: 2.8287 2022/06/25 20:51:57 - mmengine - INFO - Epoch(train) [35][980/3757] lr: 9.145e-03 eta: 1 day, 16:00:14 time: 0.254 data_time: 0.004 memory: 5036 grad_norm: 5.0465 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.9594 loss: 2.9594 2022/06/25 20:52:02 - mmengine - INFO - Epoch(train) [35][1000/3757] lr: 9.145e-03 eta: 1 day, 16:00:08 time: 0.262 data_time: 0.002 memory: 5036 grad_norm: 5.4970 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.5802 loss: 3.5802 2022/06/25 20:52:08 - mmengine - INFO - Epoch(train) [35][1020/3757] lr: 9.145e-03 eta: 1 day, 16:00:04 time: 0.267 data_time: 0.023 memory: 5036 grad_norm: 5.3047 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9784 loss: 2.9784 2022/06/25 20:52:13 - mmengine - INFO - Epoch(train) [35][1040/3757] lr: 9.145e-03 eta: 1 day, 15:59:59 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 5.3144 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.3025 loss: 3.3025 2022/06/25 20:52:19 - mmengine - INFO - Epoch(train) [35][1060/3757] lr: 9.145e-03 eta: 1 day, 15:59:55 time: 0.262 data_time: 0.002 memory: 5036 grad_norm: 4.4832 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 3.3010 loss: 3.3010 2022/06/25 20:52:24 - mmengine - INFO - Epoch(train) [35][1080/3757] lr: 9.145e-03 eta: 1 day, 15:59:49 time: 0.263 data_time: 0.002 memory: 5036 grad_norm: 4.6593 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7426 loss: 2.7426 2022/06/25 20:52:29 - mmengine - INFO - Epoch(train) [35][1100/3757] lr: 9.145e-03 eta: 1 day, 15:59:44 time: 0.260 data_time: 0.023 memory: 5036 grad_norm: 5.3784 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.1631 loss: 3.1631 2022/06/25 20:52:35 - mmengine - INFO - Epoch(train) [35][1120/3757] lr: 9.145e-03 eta: 1 day, 15:59:39 time: 0.245 data_time: 0.003 memory: 5036 grad_norm: 5.0013 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6708 loss: 2.6708 2022/06/25 20:52:40 - mmengine - INFO - Epoch(train) [35][1140/3757] lr: 9.145e-03 eta: 1 day, 15:59:34 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 5.4507 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 2.9133 loss: 2.9133 2022/06/25 20:52:45 - mmengine - INFO - Epoch(train) [35][1160/3757] lr: 9.145e-03 eta: 1 day, 15:59:28 time: 0.261 data_time: 0.002 memory: 5036 grad_norm: 4.8476 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.0681 loss: 3.0681 2022/06/25 20:52:51 - mmengine - INFO - Epoch(train) [35][1180/3757] lr: 9.145e-03 eta: 1 day, 15:59:24 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 4.8811 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.7602 loss: 2.7602 2022/06/25 20:52:56 - mmengine - INFO - Epoch(train) [35][1200/3757] lr: 9.145e-03 eta: 1 day, 15:59:19 time: 0.247 data_time: 0.005 memory: 5036 grad_norm: 4.2632 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.6245 loss: 2.6245 2022/06/25 20:53:01 - mmengine - INFO - Epoch(train) [35][1220/3757] lr: 9.145e-03 eta: 1 day, 15:59:13 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 4.8503 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.8842 loss: 2.8842 2022/06/25 20:53:07 - mmengine - INFO - Epoch(train) [35][1240/3757] lr: 9.145e-03 eta: 1 day, 15:59:09 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 5.6793 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.7676 loss: 2.7676 2022/06/25 20:53:12 - mmengine - INFO - Epoch(train) [35][1260/3757] lr: 9.145e-03 eta: 1 day, 15:59:03 time: 0.242 data_time: 0.005 memory: 5036 grad_norm: 5.4595 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.9702 loss: 2.9702 2022/06/25 20:53:12 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 20:53:17 - mmengine - INFO - Epoch(train) [35][1280/3757] lr: 9.145e-03 eta: 1 day, 15:58:59 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 5.0613 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2852 loss: 3.2852 2022/06/25 20:53:22 - mmengine - INFO - Epoch(train) [35][1300/3757] lr: 9.145e-03 eta: 1 day, 15:58:53 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 5.1697 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.3470 loss: 3.3470 2022/06/25 20:53:28 - mmengine - INFO - Epoch(train) [35][1320/3757] lr: 9.145e-03 eta: 1 day, 15:58:48 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 4.9475 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0715 loss: 3.0715 2022/06/25 20:53:33 - mmengine - INFO - Epoch(train) [35][1340/3757] lr: 9.145e-03 eta: 1 day, 15:58:42 time: 0.251 data_time: 0.005 memory: 5036 grad_norm: 5.4060 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2685 loss: 3.2685 2022/06/25 20:53:38 - mmengine - INFO - Epoch(train) [35][1360/3757] lr: 9.145e-03 eta: 1 day, 15:58:38 time: 0.251 data_time: 0.005 memory: 5036 grad_norm: 5.3943 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.1366 loss: 3.1366 2022/06/25 20:53:43 - mmengine - INFO - Epoch(train) [35][1380/3757] lr: 9.145e-03 eta: 1 day, 15:58:32 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 5.2833 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2527 loss: 3.2527 2022/06/25 20:53:49 - mmengine - INFO - Epoch(train) [35][1400/3757] lr: 9.145e-03 eta: 1 day, 15:58:26 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 5.0630 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.1906 loss: 3.1906 2022/06/25 20:53:54 - mmengine - INFO - Epoch(train) [35][1420/3757] lr: 9.145e-03 eta: 1 day, 15:58:20 time: 0.266 data_time: 0.005 memory: 5036 grad_norm: 5.6192 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0916 loss: 3.0916 2022/06/25 20:53:59 - mmengine - INFO - Epoch(train) [35][1440/3757] lr: 9.145e-03 eta: 1 day, 15:58:14 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 5.2872 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.7112 loss: 2.7112 2022/06/25 20:54:04 - mmengine - INFO - Epoch(train) [35][1460/3757] lr: 9.145e-03 eta: 1 day, 15:58:08 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 4.9220 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9776 loss: 2.9776 2022/06/25 20:54:09 - mmengine - INFO - Epoch(train) [35][1480/3757] lr: 9.145e-03 eta: 1 day, 15:58:02 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 5.0087 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.2942 loss: 3.2942 2022/06/25 20:54:14 - mmengine - INFO - Epoch(train) [35][1500/3757] lr: 9.145e-03 eta: 1 day, 15:57:56 time: 0.265 data_time: 0.002 memory: 5036 grad_norm: 4.8551 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9938 loss: 2.9938 2022/06/25 20:54:19 - mmengine - INFO - Epoch(train) [35][1520/3757] lr: 9.145e-03 eta: 1 day, 15:57:51 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 4.8696 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.3613 loss: 3.3613 2022/06/25 20:54:25 - mmengine - INFO - Epoch(train) [35][1540/3757] lr: 9.145e-03 eta: 1 day, 15:57:48 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 5.1638 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0817 loss: 3.0817 2022/06/25 20:54:30 - mmengine - INFO - Epoch(train) [35][1560/3757] lr: 9.145e-03 eta: 1 day, 15:57:41 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 5.1051 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1315 loss: 3.1315 2022/06/25 20:54:36 - mmengine - INFO - Epoch(train) [35][1580/3757] lr: 9.145e-03 eta: 1 day, 15:57:38 time: 0.245 data_time: 0.003 memory: 5036 grad_norm: 5.7536 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.8413 loss: 2.8413 2022/06/25 20:54:41 - mmengine - INFO - Epoch(train) [35][1600/3757] lr: 9.145e-03 eta: 1 day, 15:57:31 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 6.3601 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.4583 loss: 3.4583 2022/06/25 20:54:46 - mmengine - INFO - Epoch(train) [35][1620/3757] lr: 9.145e-03 eta: 1 day, 15:57:27 time: 0.261 data_time: 0.005 memory: 5036 grad_norm: 5.2425 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.1111 loss: 3.1111 2022/06/25 20:54:51 - mmengine - INFO - Epoch(train) [35][1640/3757] lr: 9.145e-03 eta: 1 day, 15:57:21 time: 0.247 data_time: 0.006 memory: 5036 grad_norm: 4.9638 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.1672 loss: 3.1672 2022/06/25 20:54:57 - mmengine - INFO - Epoch(train) [35][1660/3757] lr: 9.145e-03 eta: 1 day, 15:57:15 time: 0.242 data_time: 0.003 memory: 5036 grad_norm: 5.2313 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2018 loss: 3.2018 2022/06/25 20:55:02 - mmengine - INFO - Epoch(train) [35][1680/3757] lr: 9.145e-03 eta: 1 day, 15:57:09 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 4.6976 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.0387 loss: 3.0387 2022/06/25 20:55:07 - mmengine - INFO - Epoch(train) [35][1700/3757] lr: 9.145e-03 eta: 1 day, 15:57:04 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 5.1719 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.8875 loss: 2.8875 2022/06/25 20:55:12 - mmengine - INFO - Epoch(train) [35][1720/3757] lr: 9.145e-03 eta: 1 day, 15:56:58 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 4.3984 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.0100 loss: 3.0100 2022/06/25 20:55:17 - mmengine - INFO - Epoch(train) [35][1740/3757] lr: 9.145e-03 eta: 1 day, 15:56:52 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 5.0485 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.7377 loss: 2.7377 2022/06/25 20:55:22 - mmengine - INFO - Epoch(train) [35][1760/3757] lr: 9.145e-03 eta: 1 day, 15:56:46 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 5.2579 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0151 loss: 3.0151 2022/06/25 20:55:28 - mmengine - INFO - Epoch(train) [35][1780/3757] lr: 9.145e-03 eta: 1 day, 15:56:42 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 5.5048 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6839 loss: 2.6839 2022/06/25 20:55:33 - mmengine - INFO - Epoch(train) [35][1800/3757] lr: 9.145e-03 eta: 1 day, 15:56:36 time: 0.243 data_time: 0.006 memory: 5036 grad_norm: 5.2611 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.1632 loss: 3.1632 2022/06/25 20:55:38 - mmengine - INFO - Epoch(train) [35][1820/3757] lr: 9.145e-03 eta: 1 day, 15:56:31 time: 0.254 data_time: 0.005 memory: 5036 grad_norm: 5.0328 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.3248 loss: 3.3248 2022/06/25 20:55:43 - mmengine - INFO - Epoch(train) [35][1840/3757] lr: 9.145e-03 eta: 1 day, 15:56:25 time: 0.260 data_time: 0.023 memory: 5036 grad_norm: 5.3837 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.9962 loss: 2.9962 2022/06/25 20:55:48 - mmengine - INFO - Epoch(train) [35][1860/3757] lr: 9.145e-03 eta: 1 day, 15:56:20 time: 0.255 data_time: 0.011 memory: 5036 grad_norm: 5.0386 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2777 loss: 3.2777 2022/06/25 20:55:54 - mmengine - INFO - Epoch(train) [35][1880/3757] lr: 9.145e-03 eta: 1 day, 15:56:14 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 5.7100 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.8987 loss: 2.8987 2022/06/25 20:55:59 - mmengine - INFO - Epoch(train) [35][1900/3757] lr: 9.145e-03 eta: 1 day, 15:56:08 time: 0.267 data_time: 0.005 memory: 5036 grad_norm: 5.9283 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1712 loss: 3.1712 2022/06/25 20:56:04 - mmengine - INFO - Epoch(train) [35][1920/3757] lr: 9.145e-03 eta: 1 day, 15:56:02 time: 0.243 data_time: 0.003 memory: 5036 grad_norm: 5.4838 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.9526 loss: 2.9526 2022/06/25 20:56:09 - mmengine - INFO - Epoch(train) [35][1940/3757] lr: 9.145e-03 eta: 1 day, 15:55:58 time: 0.259 data_time: 0.002 memory: 5036 grad_norm: 5.6106 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 3.1032 loss: 3.1032 2022/06/25 20:56:15 - mmengine - INFO - Epoch(train) [35][1960/3757] lr: 9.145e-03 eta: 1 day, 15:55:52 time: 0.287 data_time: 0.008 memory: 5036 grad_norm: 5.4699 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.8486 loss: 2.8486 2022/06/25 20:56:20 - mmengine - INFO - Epoch(train) [35][1980/3757] lr: 9.145e-03 eta: 1 day, 15:55:46 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 4.6595 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.1511 loss: 3.1511 2022/06/25 20:56:25 - mmengine - INFO - Epoch(train) [35][2000/3757] lr: 9.145e-03 eta: 1 day, 15:55:41 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 5.6070 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1099 loss: 3.1099 2022/06/25 20:56:30 - mmengine - INFO - Epoch(train) [35][2020/3757] lr: 9.145e-03 eta: 1 day, 15:55:35 time: 0.253 data_time: 0.014 memory: 5036 grad_norm: 5.7319 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.2511 loss: 3.2511 2022/06/25 20:56:35 - mmengine - INFO - Epoch(train) [35][2040/3757] lr: 9.145e-03 eta: 1 day, 15:55:30 time: 0.265 data_time: 0.027 memory: 5036 grad_norm: 5.5671 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.8903 loss: 2.8903 2022/06/25 20:56:40 - mmengine - INFO - Epoch(train) [35][2060/3757] lr: 9.145e-03 eta: 1 day, 15:55:24 time: 0.275 data_time: 0.002 memory: 5036 grad_norm: 5.9253 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.9588 loss: 2.9588 2022/06/25 20:56:46 - mmengine - INFO - Epoch(train) [35][2080/3757] lr: 9.145e-03 eta: 1 day, 15:55:19 time: 0.251 data_time: 0.008 memory: 5036 grad_norm: 5.0008 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2228 loss: 3.2228 2022/06/25 20:56:51 - mmengine - INFO - Epoch(train) [35][2100/3757] lr: 9.145e-03 eta: 1 day, 15:55:13 time: 0.246 data_time: 0.011 memory: 5036 grad_norm: 4.7185 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.1550 loss: 3.1550 2022/06/25 20:56:56 - mmengine - INFO - Epoch(train) [35][2120/3757] lr: 9.145e-03 eta: 1 day, 15:55:09 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 5.1142 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.2706 loss: 3.2706 2022/06/25 20:57:01 - mmengine - INFO - Epoch(train) [35][2140/3757] lr: 9.145e-03 eta: 1 day, 15:55:03 time: 0.256 data_time: 0.004 memory: 5036 grad_norm: 4.6932 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.7311 loss: 2.7311 2022/06/25 20:57:07 - mmengine - INFO - Epoch(train) [35][2160/3757] lr: 9.145e-03 eta: 1 day, 15:54:58 time: 0.246 data_time: 0.005 memory: 5036 grad_norm: 5.3396 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.2331 loss: 3.2331 2022/06/25 20:57:12 - mmengine - INFO - Epoch(train) [35][2180/3757] lr: 9.145e-03 eta: 1 day, 15:54:53 time: 0.256 data_time: 0.008 memory: 5036 grad_norm: 5.3016 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.6420 loss: 3.6420 2022/06/25 20:57:17 - mmengine - INFO - Epoch(train) [35][2200/3757] lr: 9.145e-03 eta: 1 day, 15:54:47 time: 0.250 data_time: 0.005 memory: 5036 grad_norm: 4.6231 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.0397 loss: 3.0397 2022/06/25 20:57:23 - mmengine - INFO - Epoch(train) [35][2220/3757] lr: 9.145e-03 eta: 1 day, 15:54:42 time: 0.272 data_time: 0.002 memory: 5036 grad_norm: 5.8937 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.1161 loss: 3.1161 2022/06/25 20:57:28 - mmengine - INFO - Epoch(train) [35][2240/3757] lr: 9.145e-03 eta: 1 day, 15:54:37 time: 0.246 data_time: 0.006 memory: 5036 grad_norm: 6.3306 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.7039 loss: 2.7039 2022/06/25 20:57:33 - mmengine - INFO - Epoch(train) [35][2260/3757] lr: 9.145e-03 eta: 1 day, 15:54:31 time: 0.258 data_time: 0.002 memory: 5036 grad_norm: 4.7479 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.5106 loss: 2.5106 2022/06/25 20:57:34 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 20:57:38 - mmengine - INFO - Epoch(train) [35][2280/3757] lr: 9.145e-03 eta: 1 day, 15:54:25 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 4.9651 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0601 loss: 3.0601 2022/06/25 20:57:43 - mmengine - INFO - Epoch(train) [35][2300/3757] lr: 9.145e-03 eta: 1 day, 15:54:20 time: 0.264 data_time: 0.002 memory: 5036 grad_norm: 5.0846 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0236 loss: 3.0236 2022/06/25 20:57:49 - mmengine - INFO - Epoch(train) [35][2320/3757] lr: 9.145e-03 eta: 1 day, 15:54:15 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 5.4368 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.0803 loss: 3.0803 2022/06/25 20:57:54 - mmengine - INFO - Epoch(train) [35][2340/3757] lr: 9.145e-03 eta: 1 day, 15:54:10 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 5.4187 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0180 loss: 3.0180 2022/06/25 20:57:59 - mmengine - INFO - Epoch(train) [35][2360/3757] lr: 9.145e-03 eta: 1 day, 15:54:04 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 5.1857 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.3231 loss: 3.3231 2022/06/25 20:58:05 - mmengine - INFO - Epoch(train) [35][2380/3757] lr: 9.145e-03 eta: 1 day, 15:54:00 time: 0.477 data_time: 0.002 memory: 5036 grad_norm: 8.1464 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9190 loss: 2.9190 2022/06/25 20:58:10 - mmengine - INFO - Epoch(train) [35][2400/3757] lr: 9.145e-03 eta: 1 day, 15:53:54 time: 0.245 data_time: 0.005 memory: 5036 grad_norm: 5.0621 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1551 loss: 3.1551 2022/06/25 20:58:15 - mmengine - INFO - Epoch(train) [35][2420/3757] lr: 9.145e-03 eta: 1 day, 15:53:49 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 4.9804 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.1747 loss: 3.1747 2022/06/25 20:58:20 - mmengine - INFO - Epoch(train) [35][2440/3757] lr: 9.145e-03 eta: 1 day, 15:53:43 time: 0.252 data_time: 0.005 memory: 5036 grad_norm: 4.6453 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.9710 loss: 2.9710 2022/06/25 20:58:26 - mmengine - INFO - Epoch(train) [35][2460/3757] lr: 9.145e-03 eta: 1 day, 15:53:38 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 5.1377 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.5884 loss: 3.5884 2022/06/25 20:58:31 - mmengine - INFO - Epoch(train) [35][2480/3757] lr: 9.145e-03 eta: 1 day, 15:53:33 time: 0.257 data_time: 0.013 memory: 5036 grad_norm: 5.8290 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.1714 loss: 3.1714 2022/06/25 20:58:36 - mmengine - INFO - Epoch(train) [35][2500/3757] lr: 9.145e-03 eta: 1 day, 15:53:28 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 5.4958 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.3968 loss: 3.3968 2022/06/25 20:58:41 - mmengine - INFO - Epoch(train) [35][2520/3757] lr: 9.145e-03 eta: 1 day, 15:53:22 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 5.8831 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8041 loss: 2.8041 2022/06/25 20:58:47 - mmengine - INFO - Epoch(train) [35][2540/3757] lr: 9.145e-03 eta: 1 day, 15:53:17 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 5.4984 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8286 loss: 2.8286 2022/06/25 20:58:52 - mmengine - INFO - Epoch(train) [35][2560/3757] lr: 9.145e-03 eta: 1 day, 15:53:11 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 5.3248 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0674 loss: 3.0674 2022/06/25 20:58:58 - mmengine - INFO - Epoch(train) [35][2580/3757] lr: 9.145e-03 eta: 1 day, 15:53:08 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 4.9995 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1301 loss: 3.1301 2022/06/25 20:59:03 - mmengine - INFO - Epoch(train) [35][2600/3757] lr: 9.145e-03 eta: 1 day, 15:53:02 time: 0.251 data_time: 0.009 memory: 5036 grad_norm: 5.6042 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9403 loss: 2.9403 2022/06/25 20:59:08 - mmengine - INFO - Epoch(train) [35][2620/3757] lr: 9.145e-03 eta: 1 day, 15:52:57 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 5.1628 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8260 loss: 2.8260 2022/06/25 20:59:13 - mmengine - INFO - Epoch(train) [35][2640/3757] lr: 9.145e-03 eta: 1 day, 15:52:51 time: 0.245 data_time: 0.005 memory: 5036 grad_norm: 5.1720 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.8728 loss: 2.8728 2022/06/25 20:59:19 - mmengine - INFO - Epoch(train) [35][2660/3757] lr: 9.145e-03 eta: 1 day, 15:52:47 time: 0.247 data_time: 0.006 memory: 5036 grad_norm: 5.3705 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.7783 loss: 2.7783 2022/06/25 20:59:24 - mmengine - INFO - Epoch(train) [35][2680/3757] lr: 9.145e-03 eta: 1 day, 15:52:41 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 5.6925 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.9633 loss: 2.9633 2022/06/25 20:59:29 - mmengine - INFO - Epoch(train) [35][2700/3757] lr: 9.145e-03 eta: 1 day, 15:52:36 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 5.6243 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.2751 loss: 3.2751 2022/06/25 20:59:34 - mmengine - INFO - Epoch(train) [35][2720/3757] lr: 9.145e-03 eta: 1 day, 15:52:30 time: 0.251 data_time: 0.009 memory: 5036 grad_norm: 4.9377 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 3.2630 loss: 3.2630 2022/06/25 20:59:39 - mmengine - INFO - Epoch(train) [35][2740/3757] lr: 9.145e-03 eta: 1 day, 15:52:24 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 5.0907 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.9599 loss: 2.9599 2022/06/25 20:59:44 - mmengine - INFO - Epoch(train) [35][2760/3757] lr: 9.145e-03 eta: 1 day, 15:52:18 time: 0.251 data_time: 0.007 memory: 5036 grad_norm: 5.4139 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2916 loss: 3.2916 2022/06/25 20:59:50 - mmengine - INFO - Epoch(train) [35][2780/3757] lr: 9.145e-03 eta: 1 day, 15:52:12 time: 0.258 data_time: 0.002 memory: 5036 grad_norm: 5.3203 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2491 loss: 3.2491 2022/06/25 20:59:55 - mmengine - INFO - Epoch(train) [35][2800/3757] lr: 9.145e-03 eta: 1 day, 15:52:06 time: 0.282 data_time: 0.006 memory: 5036 grad_norm: 4.8259 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.2556 loss: 3.2556 2022/06/25 21:00:00 - mmengine - INFO - Epoch(train) [35][2820/3757] lr: 9.145e-03 eta: 1 day, 15:52:02 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 4.6593 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.0102 loss: 3.0102 2022/06/25 21:00:05 - mmengine - INFO - Epoch(train) [35][2840/3757] lr: 9.145e-03 eta: 1 day, 15:51:57 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 5.7081 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.1479 loss: 3.1479 2022/06/25 21:00:10 - mmengine - INFO - Epoch(train) [35][2860/3757] lr: 9.145e-03 eta: 1 day, 15:51:51 time: 0.249 data_time: 0.015 memory: 5036 grad_norm: 5.2316 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.2282 loss: 3.2282 2022/06/25 21:00:16 - mmengine - INFO - Epoch(train) [35][2880/3757] lr: 9.145e-03 eta: 1 day, 15:51:45 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 4.6827 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.8549 loss: 2.8549 2022/06/25 21:00:21 - mmengine - INFO - Epoch(train) [35][2900/3757] lr: 9.145e-03 eta: 1 day, 15:51:39 time: 0.246 data_time: 0.005 memory: 5036 grad_norm: 4.7288 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.2390 loss: 3.2390 2022/06/25 21:00:26 - mmengine - INFO - Epoch(train) [35][2920/3757] lr: 9.145e-03 eta: 1 day, 15:51:34 time: 0.254 data_time: 0.014 memory: 5036 grad_norm: 6.3447 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1612 loss: 3.1612 2022/06/25 21:00:31 - mmengine - INFO - Epoch(train) [35][2940/3757] lr: 9.145e-03 eta: 1 day, 15:51:28 time: 0.250 data_time: 0.012 memory: 5036 grad_norm: 6.3234 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.1172 loss: 3.1172 2022/06/25 21:00:37 - mmengine - INFO - Epoch(train) [35][2960/3757] lr: 9.145e-03 eta: 1 day, 15:51:24 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 5.1372 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7382 loss: 2.7382 2022/06/25 21:00:42 - mmengine - INFO - Epoch(train) [35][2980/3757] lr: 9.145e-03 eta: 1 day, 15:51:18 time: 0.267 data_time: 0.002 memory: 5036 grad_norm: 5.0606 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.3347 loss: 3.3347 2022/06/25 21:00:47 - mmengine - INFO - Epoch(train) [35][3000/3757] lr: 9.145e-03 eta: 1 day, 15:51:13 time: 0.249 data_time: 0.005 memory: 5036 grad_norm: 5.0964 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1141 loss: 3.1141 2022/06/25 21:00:52 - mmengine - INFO - Epoch(train) [35][3020/3757] lr: 9.145e-03 eta: 1 day, 15:51:08 time: 0.253 data_time: 0.005 memory: 5036 grad_norm: 4.7733 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.1282 loss: 3.1282 2022/06/25 21:00:58 - mmengine - INFO - Epoch(train) [35][3040/3757] lr: 9.145e-03 eta: 1 day, 15:51:02 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 4.7709 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8110 loss: 2.8110 2022/06/25 21:01:03 - mmengine - INFO - Epoch(train) [35][3060/3757] lr: 9.145e-03 eta: 1 day, 15:50:56 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 5.5845 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 3.4551 loss: 3.4551 2022/06/25 21:01:08 - mmengine - INFO - Epoch(train) [35][3080/3757] lr: 9.145e-03 eta: 1 day, 15:50:51 time: 0.248 data_time: 0.008 memory: 5036 grad_norm: 4.8644 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6274 loss: 2.6274 2022/06/25 21:01:13 - mmengine - INFO - Epoch(train) [35][3100/3757] lr: 9.145e-03 eta: 1 day, 15:50:46 time: 0.251 data_time: 0.014 memory: 5036 grad_norm: 5.3077 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6431 loss: 2.6431 2022/06/25 21:01:19 - mmengine - INFO - Epoch(train) [35][3120/3757] lr: 9.145e-03 eta: 1 day, 15:50:41 time: 0.266 data_time: 0.005 memory: 5036 grad_norm: 5.3863 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.9466 loss: 2.9466 2022/06/25 21:01:24 - mmengine - INFO - Epoch(train) [35][3140/3757] lr: 9.145e-03 eta: 1 day, 15:50:36 time: 0.250 data_time: 0.011 memory: 5036 grad_norm: 5.1758 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 3.1133 loss: 3.1133 2022/06/25 21:01:29 - mmengine - INFO - Epoch(train) [35][3160/3757] lr: 9.145e-03 eta: 1 day, 15:50:31 time: 0.254 data_time: 0.011 memory: 5036 grad_norm: 5.2526 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.0728 loss: 3.0728 2022/06/25 21:01:34 - mmengine - INFO - Epoch(train) [35][3180/3757] lr: 9.145e-03 eta: 1 day, 15:50:25 time: 0.259 data_time: 0.014 memory: 5036 grad_norm: 5.2501 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6254 loss: 2.6254 2022/06/25 21:01:40 - mmengine - INFO - Epoch(train) [35][3200/3757] lr: 9.145e-03 eta: 1 day, 15:50:20 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 5.2938 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.9293 loss: 2.9293 2022/06/25 21:01:45 - mmengine - INFO - Epoch(train) [35][3220/3757] lr: 9.145e-03 eta: 1 day, 15:50:14 time: 0.264 data_time: 0.005 memory: 5036 grad_norm: 4.7790 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1930 loss: 3.1930 2022/06/25 21:01:50 - mmengine - INFO - Epoch(train) [35][3240/3757] lr: 9.145e-03 eta: 1 day, 15:50:09 time: 0.254 data_time: 0.010 memory: 5036 grad_norm: 5.3621 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1536 loss: 3.1536 2022/06/25 21:01:55 - mmengine - INFO - Epoch(train) [35][3260/3757] lr: 9.145e-03 eta: 1 day, 15:50:04 time: 0.247 data_time: 0.007 memory: 5036 grad_norm: 4.7634 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9244 loss: 2.9244 2022/06/25 21:01:56 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 21:02:01 - mmengine - INFO - Epoch(train) [35][3280/3757] lr: 9.145e-03 eta: 1 day, 15:49:58 time: 0.254 data_time: 0.005 memory: 5036 grad_norm: 5.5078 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.4283 loss: 3.4283 2022/06/25 21:02:06 - mmengine - INFO - Epoch(train) [35][3300/3757] lr: 9.145e-03 eta: 1 day, 15:49:54 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 6.0591 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.7884 loss: 2.7884 2022/06/25 21:02:11 - mmengine - INFO - Epoch(train) [35][3320/3757] lr: 9.145e-03 eta: 1 day, 15:49:48 time: 0.270 data_time: 0.027 memory: 5036 grad_norm: 5.0768 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9261 loss: 2.9261 2022/06/25 21:02:17 - mmengine - INFO - Epoch(train) [35][3340/3757] lr: 9.145e-03 eta: 1 day, 15:49:44 time: 0.257 data_time: 0.002 memory: 5036 grad_norm: 5.0086 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.1983 loss: 3.1983 2022/06/25 21:02:22 - mmengine - INFO - Epoch(train) [35][3360/3757] lr: 9.145e-03 eta: 1 day, 15:49:38 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 5.8571 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1386 loss: 3.1386 2022/06/25 21:02:27 - mmengine - INFO - Epoch(train) [35][3380/3757] lr: 9.145e-03 eta: 1 day, 15:49:33 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 5.2452 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.9221 loss: 2.9221 2022/06/25 21:02:32 - mmengine - INFO - Epoch(train) [35][3400/3757] lr: 9.145e-03 eta: 1 day, 15:49:27 time: 0.244 data_time: 0.008 memory: 5036 grad_norm: 5.0181 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.0136 loss: 3.0136 2022/06/25 21:02:38 - mmengine - INFO - Epoch(train) [35][3420/3757] lr: 9.145e-03 eta: 1 day, 15:49:23 time: 0.249 data_time: 0.008 memory: 5036 grad_norm: 5.0573 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.2797 loss: 3.2797 2022/06/25 21:02:43 - mmengine - INFO - Epoch(train) [35][3440/3757] lr: 9.145e-03 eta: 1 day, 15:49:17 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 4.6106 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.1009 loss: 3.1009 2022/06/25 21:02:48 - mmengine - INFO - Epoch(train) [35][3460/3757] lr: 9.145e-03 eta: 1 day, 15:49:12 time: 0.249 data_time: 0.005 memory: 5036 grad_norm: 5.0386 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9214 loss: 2.9214 2022/06/25 21:02:53 - mmengine - INFO - Epoch(train) [35][3480/3757] lr: 9.145e-03 eta: 1 day, 15:49:06 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 5.5531 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.2538 loss: 3.2538 2022/06/25 21:02:59 - mmengine - INFO - Epoch(train) [35][3500/3757] lr: 9.145e-03 eta: 1 day, 15:49:00 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 5.5572 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.0058 loss: 3.0058 2022/06/25 21:03:04 - mmengine - INFO - Epoch(train) [35][3520/3757] lr: 9.145e-03 eta: 1 day, 15:48:54 time: 0.260 data_time: 0.002 memory: 5036 grad_norm: 5.3009 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8903 loss: 2.8903 2022/06/25 21:03:09 - mmengine - INFO - Epoch(train) [35][3540/3757] lr: 9.145e-03 eta: 1 day, 15:48:49 time: 0.250 data_time: 0.008 memory: 5036 grad_norm: 5.1888 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.8470 loss: 2.8470 2022/06/25 21:03:14 - mmengine - INFO - Epoch(train) [35][3560/3757] lr: 9.145e-03 eta: 1 day, 15:48:43 time: 0.256 data_time: 0.002 memory: 5036 grad_norm: 6.0305 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.4960 loss: 3.4960 2022/06/25 21:03:19 - mmengine - INFO - Epoch(train) [35][3580/3757] lr: 9.145e-03 eta: 1 day, 15:48:38 time: 0.246 data_time: 0.007 memory: 5036 grad_norm: 4.9180 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.1469 loss: 3.1469 2022/06/25 21:03:24 - mmengine - INFO - Epoch(train) [35][3600/3757] lr: 9.145e-03 eta: 1 day, 15:48:32 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 5.3725 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.7647 loss: 2.7647 2022/06/25 21:03:30 - mmengine - INFO - Epoch(train) [35][3620/3757] lr: 9.145e-03 eta: 1 day, 15:48:26 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 5.4431 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7610 loss: 2.7610 2022/06/25 21:03:35 - mmengine - INFO - Epoch(train) [35][3640/3757] lr: 9.145e-03 eta: 1 day, 15:48:20 time: 0.257 data_time: 0.002 memory: 5036 grad_norm: 6.0761 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1635 loss: 3.1635 2022/06/25 21:03:40 - mmengine - INFO - Epoch(train) [35][3660/3757] lr: 9.145e-03 eta: 1 day, 15:48:16 time: 0.255 data_time: 0.011 memory: 5036 grad_norm: 5.5904 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.8382 loss: 2.8382 2022/06/25 21:03:45 - mmengine - INFO - Epoch(train) [35][3680/3757] lr: 9.145e-03 eta: 1 day, 15:48:10 time: 0.277 data_time: 0.031 memory: 5036 grad_norm: 5.3340 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.3380 loss: 3.3380 2022/06/25 21:03:50 - mmengine - INFO - Epoch(train) [35][3700/3757] lr: 9.145e-03 eta: 1 day, 15:48:04 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 5.5760 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2038 loss: 3.2038 2022/06/25 21:03:56 - mmengine - INFO - Epoch(train) [35][3720/3757] lr: 9.145e-03 eta: 1 day, 15:48:01 time: 0.268 data_time: 0.010 memory: 5036 grad_norm: 5.0215 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3354 loss: 3.3354 2022/06/25 21:04:01 - mmengine - INFO - Epoch(train) [35][3740/3757] lr: 9.145e-03 eta: 1 day, 15:47:55 time: 0.243 data_time: 0.002 memory: 5036 grad_norm: 4.9660 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.0667 loss: 3.0667 2022/06/25 21:04:05 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 21:04:05 - mmengine - INFO - Saving checkpoint at 35 epochs 2022/06/25 21:04:19 - mmengine - INFO - Epoch(val) [35][20/310] eta: 0:01:43 time: 0.109 data_time: 0.007 memory: 5036 2022/06/25 21:04:23 - mmengine - INFO - Epoch(val) [35][40/310] eta: 0:01:34 time: 0.106 data_time: 0.005 memory: 1723 2022/06/25 21:04:28 - mmengine - INFO - Epoch(val) [35][60/310] eta: 0:00:26 time: 0.108 data_time: 0.002 memory: 1723 2022/06/25 21:04:32 - mmengine - INFO - Epoch(val) [35][80/310] eta: 0:00:24 time: 0.102 data_time: 0.001 memory: 1723 2022/06/25 21:04:39 - mmengine - INFO - Epoch(val) [35][100/310] eta: 0:01:14 time: 0.104 data_time: 0.002 memory: 1723 2022/06/25 21:04:45 - mmengine - INFO - Epoch(val) [35][120/310] eta: 0:01:12 time: 0.782 data_time: 0.681 memory: 1723 2022/06/25 21:04:49 - mmengine - INFO - Epoch(val) [35][140/310] eta: 0:00:35 time: 0.109 data_time: 0.001 memory: 1723 2022/06/25 21:04:54 - mmengine - INFO - Epoch(val) [35][160/310] eta: 0:00:22 time: 0.103 data_time: 0.001 memory: 1723 2022/06/25 21:05:00 - mmengine - INFO - Epoch(val) [35][180/310] eta: 0:00:44 time: 0.579 data_time: 0.478 memory: 1723 2022/06/25 21:05:05 - mmengine - INFO - Epoch(val) [35][200/310] eta: 0:00:39 time: 0.106 data_time: 0.005 memory: 1723 2022/06/25 21:05:10 - mmengine - INFO - Epoch(val) [35][220/310] eta: 0:00:14 time: 0.108 data_time: 0.001 memory: 1723 2022/06/25 21:05:14 - mmengine - INFO - Epoch(val) [35][240/310] eta: 0:00:07 time: 0.108 data_time: 0.001 memory: 1723 2022/06/25 21:05:22 - mmengine - INFO - Epoch(val) [35][260/310] eta: 0:00:18 time: 0.112 data_time: 0.002 memory: 1723 2022/06/25 21:05:25 - mmengine - INFO - Epoch(val) [35][280/310] eta: 0:00:08 time: 0.111 data_time: 0.002 memory: 1723 2022/06/25 21:05:28 - mmengine - INFO - Epoch(val) [35][300/310] eta: 0:00:01 time: 0.102 data_time: 0.001 memory: 1723 2022/06/25 21:05:30 - mmengine - INFO - Epoch(val) [35][310/310] acc/top1: 0.4029 acc/top5: 0.6710 acc/mean1: 0.4028 2022/06/25 21:05:40 - mmengine - INFO - Epoch(train) [36][20/3757] lr: 9.096e-03 eta: 1 day, 15:47:56 time: 0.377 data_time: 0.003 memory: 5036 grad_norm: 5.0271 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.7834 loss: 2.7834 2022/06/25 21:05:45 - mmengine - INFO - Epoch(train) [36][40/3757] lr: 9.096e-03 eta: 1 day, 15:47:50 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 5.2362 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.4680 loss: 2.4680 2022/06/25 21:05:50 - mmengine - INFO - Epoch(train) [36][60/3757] lr: 9.096e-03 eta: 1 day, 15:47:45 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 5.2303 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6495 loss: 2.6495 2022/06/25 21:05:55 - mmengine - INFO - Epoch(train) [36][80/3757] lr: 9.096e-03 eta: 1 day, 15:47:39 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 4.9064 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0827 loss: 3.0827 2022/06/25 21:06:01 - mmengine - INFO - Epoch(train) [36][100/3757] lr: 9.096e-03 eta: 1 day, 15:47:35 time: 0.265 data_time: 0.018 memory: 5036 grad_norm: 5.3066 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.6236 loss: 2.6236 2022/06/25 21:06:06 - mmengine - INFO - Epoch(train) [36][120/3757] lr: 9.096e-03 eta: 1 day, 15:47:30 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 5.1602 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9869 loss: 2.9869 2022/06/25 21:06:11 - mmengine - INFO - Epoch(train) [36][140/3757] lr: 9.096e-03 eta: 1 day, 15:47:24 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 5.2271 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.2124 loss: 3.2124 2022/06/25 21:06:17 - mmengine - INFO - Epoch(train) [36][160/3757] lr: 9.096e-03 eta: 1 day, 15:47:19 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 4.8943 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8580 loss: 2.8580 2022/06/25 21:06:22 - mmengine - INFO - Epoch(train) [36][180/3757] lr: 9.096e-03 eta: 1 day, 15:47:15 time: 0.254 data_time: 0.016 memory: 5036 grad_norm: 4.6244 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.5438 loss: 2.5438 2022/06/25 21:06:28 - mmengine - INFO - Epoch(train) [36][200/3757] lr: 9.096e-03 eta: 1 day, 15:47:10 time: 0.248 data_time: 0.009 memory: 5036 grad_norm: 5.4929 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2221 loss: 3.2221 2022/06/25 21:06:33 - mmengine - INFO - Epoch(train) [36][220/3757] lr: 9.096e-03 eta: 1 day, 15:47:04 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 6.3632 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.7850 loss: 2.7850 2022/06/25 21:06:38 - mmengine - INFO - Epoch(train) [36][240/3757] lr: 9.096e-03 eta: 1 day, 15:46:59 time: 0.252 data_time: 0.008 memory: 5036 grad_norm: 5.4366 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.1808 loss: 3.1808 2022/06/25 21:06:43 - mmengine - INFO - Epoch(train) [36][260/3757] lr: 9.096e-03 eta: 1 day, 15:46:54 time: 0.282 data_time: 0.011 memory: 5036 grad_norm: 5.4543 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 3.0736 loss: 3.0736 2022/06/25 21:06:48 - mmengine - INFO - Epoch(train) [36][280/3757] lr: 9.096e-03 eta: 1 day, 15:46:48 time: 0.257 data_time: 0.021 memory: 5036 grad_norm: 4.7328 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1686 loss: 3.1686 2022/06/25 21:06:54 - mmengine - INFO - Epoch(train) [36][300/3757] lr: 9.096e-03 eta: 1 day, 15:46:42 time: 0.245 data_time: 0.003 memory: 5036 grad_norm: 5.2650 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.6235 loss: 2.6235 2022/06/25 21:06:59 - mmengine - INFO - Epoch(train) [36][320/3757] lr: 9.096e-03 eta: 1 day, 15:46:37 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 5.1809 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.7175 loss: 3.7175 2022/06/25 21:07:04 - mmengine - INFO - Epoch(train) [36][340/3757] lr: 9.096e-03 eta: 1 day, 15:46:32 time: 0.268 data_time: 0.008 memory: 5036 grad_norm: 5.6524 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.9797 loss: 2.9797 2022/06/25 21:07:09 - mmengine - INFO - Epoch(train) [36][360/3757] lr: 9.096e-03 eta: 1 day, 15:46:27 time: 0.262 data_time: 0.020 memory: 5036 grad_norm: 5.6757 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1969 loss: 3.1969 2022/06/25 21:07:15 - mmengine - INFO - Epoch(train) [36][380/3757] lr: 9.096e-03 eta: 1 day, 15:46:21 time: 0.245 data_time: 0.003 memory: 5036 grad_norm: 6.6669 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.0148 loss: 3.0148 2022/06/25 21:07:20 - mmengine - INFO - Epoch(train) [36][400/3757] lr: 9.096e-03 eta: 1 day, 15:46:16 time: 0.250 data_time: 0.007 memory: 5036 grad_norm: 5.5278 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.2035 loss: 3.2035 2022/06/25 21:07:25 - mmengine - INFO - Epoch(train) [36][420/3757] lr: 9.096e-03 eta: 1 day, 15:46:10 time: 0.271 data_time: 0.019 memory: 5036 grad_norm: 5.3730 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2038 loss: 3.2038 2022/06/25 21:07:30 - mmengine - INFO - Epoch(train) [36][440/3757] lr: 9.096e-03 eta: 1 day, 15:46:05 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 5.2509 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8846 loss: 2.8846 2022/06/25 21:07:36 - mmengine - INFO - Epoch(train) [36][460/3757] lr: 9.096e-03 eta: 1 day, 15:46:00 time: 0.283 data_time: 0.003 memory: 5036 grad_norm: 5.9541 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1943 loss: 3.1943 2022/06/25 21:07:41 - mmengine - INFO - Epoch(train) [36][480/3757] lr: 9.096e-03 eta: 1 day, 15:45:55 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 5.4753 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9863 loss: 2.9863 2022/06/25 21:07:46 - mmengine - INFO - Epoch(train) [36][500/3757] lr: 9.096e-03 eta: 1 day, 15:45:50 time: 0.267 data_time: 0.025 memory: 5036 grad_norm: 4.9898 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9599 loss: 2.9599 2022/06/25 21:07:48 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 21:07:51 - mmengine - INFO - Epoch(train) [36][520/3757] lr: 9.096e-03 eta: 1 day, 15:45:44 time: 0.249 data_time: 0.011 memory: 5036 grad_norm: 5.3940 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.5428 loss: 3.5428 2022/06/25 21:07:57 - mmengine - INFO - Epoch(train) [36][540/3757] lr: 9.096e-03 eta: 1 day, 15:45:39 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 5.3126 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2498 loss: 3.2498 2022/06/25 21:08:02 - mmengine - INFO - Epoch(train) [36][560/3757] lr: 9.096e-03 eta: 1 day, 15:45:33 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 5.3749 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.0887 loss: 3.0887 2022/06/25 21:08:07 - mmengine - INFO - Epoch(train) [36][580/3757] lr: 9.096e-03 eta: 1 day, 15:45:28 time: 0.271 data_time: 0.027 memory: 5036 grad_norm: 5.8095 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 2.9180 loss: 2.9180 2022/06/25 21:08:12 - mmengine - INFO - Epoch(train) [36][600/3757] lr: 9.096e-03 eta: 1 day, 15:45:22 time: 0.273 data_time: 0.006 memory: 5036 grad_norm: 5.1710 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8577 loss: 2.8577 2022/06/25 21:08:17 - mmengine - INFO - Epoch(train) [36][620/3757] lr: 9.096e-03 eta: 1 day, 15:45:17 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 5.7421 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9862 loss: 2.9862 2022/06/25 21:08:23 - mmengine - INFO - Epoch(train) [36][640/3757] lr: 9.096e-03 eta: 1 day, 15:45:11 time: 0.267 data_time: 0.008 memory: 5036 grad_norm: 4.7726 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.2072 loss: 3.2072 2022/06/25 21:08:28 - mmengine - INFO - Epoch(train) [36][660/3757] lr: 9.096e-03 eta: 1 day, 15:45:06 time: 0.278 data_time: 0.036 memory: 5036 grad_norm: 5.5936 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8278 loss: 2.8278 2022/06/25 21:08:33 - mmengine - INFO - Epoch(train) [36][680/3757] lr: 9.096e-03 eta: 1 day, 15:45:00 time: 0.254 data_time: 0.011 memory: 5036 grad_norm: 5.1577 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.1863 loss: 3.1863 2022/06/25 21:08:38 - mmengine - INFO - Epoch(train) [36][700/3757] lr: 9.096e-03 eta: 1 day, 15:44:55 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 5.5981 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4269 loss: 3.4269 2022/06/25 21:08:44 - mmengine - INFO - Epoch(train) [36][720/3757] lr: 9.096e-03 eta: 1 day, 15:44:50 time: 0.260 data_time: 0.002 memory: 5036 grad_norm: 5.1276 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9741 loss: 2.9741 2022/06/25 21:08:49 - mmengine - INFO - Epoch(train) [36][740/3757] lr: 9.096e-03 eta: 1 day, 15:44:45 time: 0.279 data_time: 0.035 memory: 5036 grad_norm: 6.0739 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.1108 loss: 3.1108 2022/06/25 21:08:54 - mmengine - INFO - Epoch(train) [36][760/3757] lr: 9.096e-03 eta: 1 day, 15:44:40 time: 0.254 data_time: 0.012 memory: 5036 grad_norm: 5.6466 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8247 loss: 2.8247 2022/06/25 21:09:00 - mmengine - INFO - Epoch(train) [36][780/3757] lr: 9.096e-03 eta: 1 day, 15:44:35 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 5.6192 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.6123 loss: 3.6123 2022/06/25 21:09:05 - mmengine - INFO - Epoch(train) [36][800/3757] lr: 9.096e-03 eta: 1 day, 15:44:29 time: 0.275 data_time: 0.002 memory: 5036 grad_norm: 5.1114 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0385 loss: 3.0385 2022/06/25 21:09:10 - mmengine - INFO - Epoch(train) [36][820/3757] lr: 9.096e-03 eta: 1 day, 15:44:24 time: 0.255 data_time: 0.005 memory: 5036 grad_norm: 5.9475 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7967 loss: 2.7967 2022/06/25 21:09:15 - mmengine - INFO - Epoch(train) [36][840/3757] lr: 9.096e-03 eta: 1 day, 15:44:18 time: 0.262 data_time: 0.014 memory: 5036 grad_norm: 6.3863 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9311 loss: 2.9311 2022/06/25 21:09:20 - mmengine - INFO - Epoch(train) [36][860/3757] lr: 9.096e-03 eta: 1 day, 15:44:12 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 6.1721 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.7207 loss: 2.7207 2022/06/25 21:09:26 - mmengine - INFO - Epoch(train) [36][880/3757] lr: 9.096e-03 eta: 1 day, 15:44:07 time: 0.391 data_time: 0.005 memory: 5036 grad_norm: 5.9258 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0074 loss: 3.0074 2022/06/25 21:09:31 - mmengine - INFO - Epoch(train) [36][900/3757] lr: 9.096e-03 eta: 1 day, 15:44:02 time: 0.251 data_time: 0.010 memory: 5036 grad_norm: 5.6005 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.3574 loss: 3.3574 2022/06/25 21:09:36 - mmengine - INFO - Epoch(train) [36][920/3757] lr: 9.096e-03 eta: 1 day, 15:43:56 time: 0.261 data_time: 0.015 memory: 5036 grad_norm: 4.9807 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9212 loss: 2.9212 2022/06/25 21:09:41 - mmengine - INFO - Epoch(train) [36][940/3757] lr: 9.096e-03 eta: 1 day, 15:43:51 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 5.0372 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.3561 loss: 3.3561 2022/06/25 21:09:47 - mmengine - INFO - Epoch(train) [36][960/3757] lr: 9.096e-03 eta: 1 day, 15:43:46 time: 0.269 data_time: 0.006 memory: 5036 grad_norm: 5.9324 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0974 loss: 3.0974 2022/06/25 21:09:52 - mmengine - INFO - Epoch(train) [36][980/3757] lr: 9.096e-03 eta: 1 day, 15:43:40 time: 0.255 data_time: 0.008 memory: 5036 grad_norm: 4.8619 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.2496 loss: 3.2496 2022/06/25 21:09:57 - mmengine - INFO - Epoch(train) [36][1000/3757] lr: 9.096e-03 eta: 1 day, 15:43:35 time: 0.268 data_time: 0.027 memory: 5036 grad_norm: 5.3775 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.8744 loss: 2.8744 2022/06/25 21:10:02 - mmengine - INFO - Epoch(train) [36][1020/3757] lr: 9.096e-03 eta: 1 day, 15:43:29 time: 0.258 data_time: 0.002 memory: 5036 grad_norm: 5.5666 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8456 loss: 2.8456 2022/06/25 21:10:08 - mmengine - INFO - Epoch(train) [36][1040/3757] lr: 9.096e-03 eta: 1 day, 15:43:24 time: 0.261 data_time: 0.002 memory: 5036 grad_norm: 5.5588 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8410 loss: 2.8410 2022/06/25 21:10:13 - mmengine - INFO - Epoch(train) [36][1060/3757] lr: 9.096e-03 eta: 1 day, 15:43:19 time: 0.262 data_time: 0.008 memory: 5036 grad_norm: 6.1594 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9945 loss: 2.9945 2022/06/25 21:10:18 - mmengine - INFO - Epoch(train) [36][1080/3757] lr: 9.096e-03 eta: 1 day, 15:43:13 time: 0.279 data_time: 0.036 memory: 5036 grad_norm: 5.4225 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8150 loss: 2.8150 2022/06/25 21:10:23 - mmengine - INFO - Epoch(train) [36][1100/3757] lr: 9.096e-03 eta: 1 day, 15:43:08 time: 0.262 data_time: 0.002 memory: 5036 grad_norm: 5.4702 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.6274 loss: 3.6274 2022/06/25 21:10:29 - mmengine - INFO - Epoch(train) [36][1120/3757] lr: 9.096e-03 eta: 1 day, 15:43:02 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 5.2584 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.3063 loss: 3.3063 2022/06/25 21:10:34 - mmengine - INFO - Epoch(train) [36][1140/3757] lr: 9.096e-03 eta: 1 day, 15:42:57 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 4.9233 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.0705 loss: 3.0705 2022/06/25 21:10:39 - mmengine - INFO - Epoch(train) [36][1160/3757] lr: 9.096e-03 eta: 1 day, 15:42:51 time: 0.281 data_time: 0.037 memory: 5036 grad_norm: 5.2223 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.1071 loss: 3.1071 2022/06/25 21:10:44 - mmengine - INFO - Epoch(train) [36][1180/3757] lr: 9.096e-03 eta: 1 day, 15:42:46 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 6.1507 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.1343 loss: 3.1343 2022/06/25 21:10:49 - mmengine - INFO - Epoch(train) [36][1200/3757] lr: 9.096e-03 eta: 1 day, 15:42:41 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 5.5205 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9815 loss: 2.9815 2022/06/25 21:10:55 - mmengine - INFO - Epoch(train) [36][1220/3757] lr: 9.096e-03 eta: 1 day, 15:42:35 time: 0.261 data_time: 0.009 memory: 5036 grad_norm: 4.7482 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 3.0271 loss: 3.0271 2022/06/25 21:11:00 - mmengine - INFO - Epoch(train) [36][1240/3757] lr: 9.096e-03 eta: 1 day, 15:42:30 time: 0.274 data_time: 0.036 memory: 5036 grad_norm: 5.2598 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9378 loss: 2.9378 2022/06/25 21:11:05 - mmengine - INFO - Epoch(train) [36][1260/3757] lr: 9.096e-03 eta: 1 day, 15:42:24 time: 0.266 data_time: 0.002 memory: 5036 grad_norm: 5.2716 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.2600 loss: 3.2600 2022/06/25 21:11:10 - mmengine - INFO - Epoch(train) [36][1280/3757] lr: 9.096e-03 eta: 1 day, 15:42:19 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 4.9455 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0467 loss: 3.0467 2022/06/25 21:11:15 - mmengine - INFO - Epoch(train) [36][1300/3757] lr: 9.096e-03 eta: 1 day, 15:42:13 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 5.4348 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2631 loss: 3.2631 2022/06/25 21:11:21 - mmengine - INFO - Epoch(train) [36][1320/3757] lr: 9.096e-03 eta: 1 day, 15:42:08 time: 0.276 data_time: 0.039 memory: 5036 grad_norm: 6.3438 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.3220 loss: 3.3220 2022/06/25 21:11:26 - mmengine - INFO - Epoch(train) [36][1340/3757] lr: 9.096e-03 eta: 1 day, 15:42:03 time: 0.272 data_time: 0.002 memory: 5036 grad_norm: 5.6856 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.7855 loss: 2.7855 2022/06/25 21:11:31 - mmengine - INFO - Epoch(train) [36][1360/3757] lr: 9.096e-03 eta: 1 day, 15:41:58 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 5.3913 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7196 loss: 2.7196 2022/06/25 21:11:37 - mmengine - INFO - Epoch(train) [36][1380/3757] lr: 9.096e-03 eta: 1 day, 15:41:53 time: 0.246 data_time: 0.006 memory: 5036 grad_norm: 5.8560 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.8479 loss: 2.8479 2022/06/25 21:11:42 - mmengine - INFO - Epoch(train) [36][1400/3757] lr: 9.096e-03 eta: 1 day, 15:41:49 time: 0.280 data_time: 0.043 memory: 5036 grad_norm: 5.2190 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0982 loss: 3.0982 2022/06/25 21:11:47 - mmengine - INFO - Epoch(train) [36][1420/3757] lr: 9.096e-03 eta: 1 day, 15:41:43 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 5.6186 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.9213 loss: 2.9213 2022/06/25 21:11:53 - mmengine - INFO - Epoch(train) [36][1440/3757] lr: 9.096e-03 eta: 1 day, 15:41:38 time: 0.262 data_time: 0.002 memory: 5036 grad_norm: 5.5994 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.6009 loss: 3.6009 2022/06/25 21:11:58 - mmengine - INFO - Epoch(train) [36][1460/3757] lr: 9.096e-03 eta: 1 day, 15:41:33 time: 0.245 data_time: 0.003 memory: 5036 grad_norm: 4.9115 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.2250 loss: 3.2250 2022/06/25 21:12:03 - mmengine - INFO - Epoch(train) [36][1480/3757] lr: 9.096e-03 eta: 1 day, 15:41:28 time: 0.380 data_time: 0.136 memory: 5036 grad_norm: 4.8728 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9723 loss: 2.9723 2022/06/25 21:12:09 - mmengine - INFO - Epoch(train) [36][1500/3757] lr: 9.096e-03 eta: 1 day, 15:41:24 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 5.1524 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0082 loss: 3.0082 2022/06/25 21:12:10 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 21:12:14 - mmengine - INFO - Epoch(train) [36][1520/3757] lr: 9.096e-03 eta: 1 day, 15:41:19 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 4.9293 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.4378 loss: 3.4378 2022/06/25 21:12:20 - mmengine - INFO - Epoch(train) [36][1540/3757] lr: 9.096e-03 eta: 1 day, 15:41:13 time: 0.249 data_time: 0.008 memory: 5036 grad_norm: 5.1982 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.3577 loss: 3.3577 2022/06/25 21:12:25 - mmengine - INFO - Epoch(train) [36][1560/3757] lr: 9.096e-03 eta: 1 day, 15:41:07 time: 0.264 data_time: 0.021 memory: 5036 grad_norm: 5.6927 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.3147 loss: 3.3147 2022/06/25 21:12:30 - mmengine - INFO - Epoch(train) [36][1580/3757] lr: 9.096e-03 eta: 1 day, 15:41:04 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 5.4075 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9765 loss: 2.9765 2022/06/25 21:12:35 - mmengine - INFO - Epoch(train) [36][1600/3757] lr: 9.096e-03 eta: 1 day, 15:40:57 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 5.0254 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0069 loss: 3.0069 2022/06/25 21:12:41 - mmengine - INFO - Epoch(train) [36][1620/3757] lr: 9.096e-03 eta: 1 day, 15:40:52 time: 0.246 data_time: 0.006 memory: 5036 grad_norm: 5.1779 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7427 loss: 2.7427 2022/06/25 21:12:46 - mmengine - INFO - Epoch(train) [36][1640/3757] lr: 9.096e-03 eta: 1 day, 15:40:46 time: 0.251 data_time: 0.009 memory: 5036 grad_norm: 4.8639 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2627 loss: 3.2627 2022/06/25 21:12:51 - mmengine - INFO - Epoch(train) [36][1660/3757] lr: 9.096e-03 eta: 1 day, 15:40:40 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 4.7999 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 3.0442 loss: 3.0442 2022/06/25 21:12:56 - mmengine - INFO - Epoch(train) [36][1680/3757] lr: 9.096e-03 eta: 1 day, 15:40:35 time: 0.270 data_time: 0.005 memory: 5036 grad_norm: 5.3988 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8522 loss: 2.8522 2022/06/25 21:13:01 - mmengine - INFO - Epoch(train) [36][1700/3757] lr: 9.096e-03 eta: 1 day, 15:40:29 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 5.3798 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9003 loss: 2.9003 2022/06/25 21:13:07 - mmengine - INFO - Epoch(train) [36][1720/3757] lr: 9.096e-03 eta: 1 day, 15:40:24 time: 0.665 data_time: 0.031 memory: 5036 grad_norm: 5.0227 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7532 loss: 2.7532 2022/06/25 21:13:12 - mmengine - INFO - Epoch(train) [36][1740/3757] lr: 9.096e-03 eta: 1 day, 15:40:18 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 4.7429 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8214 loss: 2.8214 2022/06/25 21:13:17 - mmengine - INFO - Epoch(train) [36][1760/3757] lr: 9.096e-03 eta: 1 day, 15:40:12 time: 0.250 data_time: 0.009 memory: 5036 grad_norm: 5.3044 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8771 loss: 2.8771 2022/06/25 21:13:22 - mmengine - INFO - Epoch(train) [36][1780/3757] lr: 9.096e-03 eta: 1 day, 15:40:06 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 4.9950 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 2.7010 loss: 2.7010 2022/06/25 21:13:27 - mmengine - INFO - Epoch(train) [36][1800/3757] lr: 9.096e-03 eta: 1 day, 15:40:02 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 5.1385 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9155 loss: 2.9155 2022/06/25 21:13:32 - mmengine - INFO - Epoch(train) [36][1820/3757] lr: 9.096e-03 eta: 1 day, 15:39:56 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 5.6484 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 2.9860 loss: 2.9860 2022/06/25 21:13:37 - mmengine - INFO - Epoch(train) [36][1840/3757] lr: 9.096e-03 eta: 1 day, 15:39:50 time: 0.277 data_time: 0.003 memory: 5036 grad_norm: 4.7701 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.2524 loss: 3.2524 2022/06/25 21:13:43 - mmengine - INFO - Epoch(train) [36][1860/3757] lr: 9.096e-03 eta: 1 day, 15:39:44 time: 0.251 data_time: 0.005 memory: 5036 grad_norm: 5.3543 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 3.0062 loss: 3.0062 2022/06/25 21:13:48 - mmengine - INFO - Epoch(train) [36][1880/3757] lr: 9.096e-03 eta: 1 day, 15:39:40 time: 0.248 data_time: 0.008 memory: 5036 grad_norm: 5.3486 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2810 loss: 3.2810 2022/06/25 21:13:53 - mmengine - INFO - Epoch(train) [36][1900/3757] lr: 9.096e-03 eta: 1 day, 15:39:35 time: 0.257 data_time: 0.008 memory: 5036 grad_norm: 4.8470 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1440 loss: 3.1440 2022/06/25 21:13:59 - mmengine - INFO - Epoch(train) [36][1920/3757] lr: 9.096e-03 eta: 1 day, 15:39:29 time: 0.258 data_time: 0.005 memory: 5036 grad_norm: 4.9003 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.0059 loss: 3.0059 2022/06/25 21:14:04 - mmengine - INFO - Epoch(train) [36][1940/3757] lr: 9.096e-03 eta: 1 day, 15:39:24 time: 0.252 data_time: 0.010 memory: 5036 grad_norm: 5.2766 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9700 loss: 2.9700 2022/06/25 21:14:10 - mmengine - INFO - Epoch(train) [36][1960/3757] lr: 9.096e-03 eta: 1 day, 15:39:20 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 5.1727 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.2781 loss: 3.2781 2022/06/25 21:14:15 - mmengine - INFO - Epoch(train) [36][1980/3757] lr: 9.096e-03 eta: 1 day, 15:39:14 time: 0.249 data_time: 0.005 memory: 5036 grad_norm: 5.2577 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0750 loss: 3.0750 2022/06/25 21:14:20 - mmengine - INFO - Epoch(train) [36][2000/3757] lr: 9.096e-03 eta: 1 day, 15:39:08 time: 0.250 data_time: 0.011 memory: 5036 grad_norm: 4.9451 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.1277 loss: 3.1277 2022/06/25 21:14:25 - mmengine - INFO - Epoch(train) [36][2020/3757] lr: 9.096e-03 eta: 1 day, 15:39:03 time: 0.252 data_time: 0.005 memory: 5036 grad_norm: 4.9103 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.8972 loss: 2.8972 2022/06/25 21:14:31 - mmengine - INFO - Epoch(train) [36][2040/3757] lr: 9.096e-03 eta: 1 day, 15:38:59 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 4.9583 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1039 loss: 3.1039 2022/06/25 21:14:36 - mmengine - INFO - Epoch(train) [36][2060/3757] lr: 9.096e-03 eta: 1 day, 15:38:53 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 5.0285 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.9194 loss: 2.9194 2022/06/25 21:14:41 - mmengine - INFO - Epoch(train) [36][2080/3757] lr: 9.096e-03 eta: 1 day, 15:38:47 time: 0.252 data_time: 0.005 memory: 5036 grad_norm: 5.2850 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.6299 loss: 2.6299 2022/06/25 21:14:46 - mmengine - INFO - Epoch(train) [36][2100/3757] lr: 9.096e-03 eta: 1 day, 15:38:41 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 5.7648 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 2.9662 loss: 2.9662 2022/06/25 21:14:52 - mmengine - INFO - Epoch(train) [36][2120/3757] lr: 9.096e-03 eta: 1 day, 15:38:38 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 5.4733 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7206 loss: 2.7206 2022/06/25 21:14:57 - mmengine - INFO - Epoch(train) [36][2140/3757] lr: 9.096e-03 eta: 1 day, 15:38:32 time: 0.245 data_time: 0.005 memory: 5036 grad_norm: 5.2314 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8860 loss: 2.8860 2022/06/25 21:15:02 - mmengine - INFO - Epoch(train) [36][2160/3757] lr: 9.096e-03 eta: 1 day, 15:38:26 time: 0.247 data_time: 0.006 memory: 5036 grad_norm: 5.4737 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.4689 loss: 3.4689 2022/06/25 21:15:07 - mmengine - INFO - Epoch(train) [36][2180/3757] lr: 9.096e-03 eta: 1 day, 15:38:22 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 5.4213 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.3834 loss: 3.3834 2022/06/25 21:15:12 - mmengine - INFO - Epoch(train) [36][2200/3757] lr: 9.096e-03 eta: 1 day, 15:38:16 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 4.8015 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1783 loss: 3.1783 2022/06/25 21:15:18 - mmengine - INFO - Epoch(train) [36][2220/3757] lr: 9.096e-03 eta: 1 day, 15:38:11 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 4.9643 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.0099 loss: 3.0099 2022/06/25 21:15:23 - mmengine - INFO - Epoch(train) [36][2240/3757] lr: 9.096e-03 eta: 1 day, 15:38:05 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 5.0512 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9445 loss: 2.9445 2022/06/25 21:15:28 - mmengine - INFO - Epoch(train) [36][2260/3757] lr: 9.096e-03 eta: 1 day, 15:37:59 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 5.4229 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.7777 loss: 2.7777 2022/06/25 21:15:33 - mmengine - INFO - Epoch(train) [36][2280/3757] lr: 9.096e-03 eta: 1 day, 15:37:53 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 4.7538 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.1965 loss: 3.1965 2022/06/25 21:15:38 - mmengine - INFO - Epoch(train) [36][2300/3757] lr: 9.096e-03 eta: 1 day, 15:37:47 time: 0.250 data_time: 0.008 memory: 5036 grad_norm: 5.4339 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1882 loss: 3.1882 2022/06/25 21:15:43 - mmengine - INFO - Epoch(train) [36][2320/3757] lr: 9.096e-03 eta: 1 day, 15:37:41 time: 0.261 data_time: 0.002 memory: 5036 grad_norm: 5.1970 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.9776 loss: 2.9776 2022/06/25 21:15:49 - mmengine - INFO - Epoch(train) [36][2340/3757] lr: 9.096e-03 eta: 1 day, 15:37:36 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 4.7181 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.2492 loss: 3.2492 2022/06/25 21:15:54 - mmengine - INFO - Epoch(train) [36][2360/3757] lr: 9.096e-03 eta: 1 day, 15:37:30 time: 0.252 data_time: 0.008 memory: 5036 grad_norm: 5.1654 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.9304 loss: 2.9304 2022/06/25 21:15:59 - mmengine - INFO - Epoch(train) [36][2380/3757] lr: 9.096e-03 eta: 1 day, 15:37:24 time: 0.266 data_time: 0.015 memory: 5036 grad_norm: 5.4008 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.9710 loss: 2.9710 2022/06/25 21:16:04 - mmengine - INFO - Epoch(train) [36][2400/3757] lr: 9.096e-03 eta: 1 day, 15:37:18 time: 0.256 data_time: 0.002 memory: 5036 grad_norm: 5.4276 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1805 loss: 3.1805 2022/06/25 21:16:09 - mmengine - INFO - Epoch(train) [36][2420/3757] lr: 9.096e-03 eta: 1 day, 15:37:14 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 5.2049 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.3808 loss: 3.3808 2022/06/25 21:16:15 - mmengine - INFO - Epoch(train) [36][2440/3757] lr: 9.096e-03 eta: 1 day, 15:37:08 time: 0.245 data_time: 0.003 memory: 5036 grad_norm: 5.2981 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9279 loss: 2.9279 2022/06/25 21:16:20 - mmengine - INFO - Epoch(train) [36][2460/3757] lr: 9.096e-03 eta: 1 day, 15:37:03 time: 0.252 data_time: 0.010 memory: 5036 grad_norm: 5.3373 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9253 loss: 2.9253 2022/06/25 21:16:25 - mmengine - INFO - Epoch(train) [36][2480/3757] lr: 9.096e-03 eta: 1 day, 15:36:57 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 4.6756 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.0953 loss: 3.0953 2022/06/25 21:16:30 - mmengine - INFO - Epoch(train) [36][2500/3757] lr: 9.096e-03 eta: 1 day, 15:36:52 time: 0.246 data_time: 0.006 memory: 5036 grad_norm: 5.8673 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9612 loss: 2.9612 2022/06/25 21:16:31 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 21:16:35 - mmengine - INFO - Epoch(train) [36][2520/3757] lr: 9.096e-03 eta: 1 day, 15:36:46 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 5.5806 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.2474 loss: 3.2474 2022/06/25 21:16:40 - mmengine - INFO - Epoch(train) [36][2540/3757] lr: 9.096e-03 eta: 1 day, 15:36:40 time: 0.253 data_time: 0.017 memory: 5036 grad_norm: 5.4930 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.8327 loss: 2.8327 2022/06/25 21:16:46 - mmengine - INFO - Epoch(train) [36][2560/3757] lr: 9.096e-03 eta: 1 day, 15:36:34 time: 0.261 data_time: 0.002 memory: 5036 grad_norm: 4.8337 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7687 loss: 2.7687 2022/06/25 21:16:51 - mmengine - INFO - Epoch(train) [36][2580/3757] lr: 9.096e-03 eta: 1 day, 15:36:29 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 4.7575 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2743 loss: 3.2743 2022/06/25 21:16:56 - mmengine - INFO - Epoch(train) [36][2600/3757] lr: 9.096e-03 eta: 1 day, 15:36:23 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 4.6749 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8311 loss: 2.8311 2022/06/25 21:17:01 - mmengine - INFO - Epoch(train) [36][2620/3757] lr: 9.096e-03 eta: 1 day, 15:36:18 time: 0.268 data_time: 0.020 memory: 5036 grad_norm: 5.6288 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.5337 loss: 3.5337 2022/06/25 21:17:07 - mmengine - INFO - Epoch(train) [36][2640/3757] lr: 9.096e-03 eta: 1 day, 15:36:15 time: 0.733 data_time: 0.002 memory: 5036 grad_norm: 5.3501 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 3.1767 loss: 3.1767 2022/06/25 21:17:12 - mmengine - INFO - Epoch(train) [36][2660/3757] lr: 9.096e-03 eta: 1 day, 15:36:10 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 5.9086 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8950 loss: 2.8950 2022/06/25 21:17:18 - mmengine - INFO - Epoch(train) [36][2680/3757] lr: 9.096e-03 eta: 1 day, 15:36:04 time: 0.266 data_time: 0.003 memory: 5036 grad_norm: 5.4571 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1340 loss: 3.1340 2022/06/25 21:17:23 - mmengine - INFO - Epoch(train) [36][2700/3757] lr: 9.096e-03 eta: 1 day, 15:35:59 time: 0.265 data_time: 0.028 memory: 5036 grad_norm: 4.6458 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 3.0678 loss: 3.0678 2022/06/25 21:17:28 - mmengine - INFO - Epoch(train) [36][2720/3757] lr: 9.096e-03 eta: 1 day, 15:35:55 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 5.2902 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.7813 loss: 2.7813 2022/06/25 21:17:34 - mmengine - INFO - Epoch(train) [36][2740/3757] lr: 9.096e-03 eta: 1 day, 15:35:49 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 5.1680 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.1635 loss: 3.1635 2022/06/25 21:17:39 - mmengine - INFO - Epoch(train) [36][2760/3757] lr: 9.096e-03 eta: 1 day, 15:35:44 time: 0.245 data_time: 0.008 memory: 5036 grad_norm: 5.1137 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.2026 loss: 3.2026 2022/06/25 21:17:44 - mmengine - INFO - Epoch(train) [36][2780/3757] lr: 9.096e-03 eta: 1 day, 15:35:38 time: 0.255 data_time: 0.019 memory: 5036 grad_norm: 4.5993 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6868 loss: 2.6868 2022/06/25 21:17:49 - mmengine - INFO - Epoch(train) [36][2800/3757] lr: 9.096e-03 eta: 1 day, 15:35:34 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 5.4027 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9476 loss: 2.9476 2022/06/25 21:17:55 - mmengine - INFO - Epoch(train) [36][2820/3757] lr: 9.096e-03 eta: 1 day, 15:35:28 time: 0.256 data_time: 0.016 memory: 5036 grad_norm: 5.4380 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8523 loss: 2.8523 2022/06/25 21:18:00 - mmengine - INFO - Epoch(train) [36][2840/3757] lr: 9.096e-03 eta: 1 day, 15:35:23 time: 0.247 data_time: 0.006 memory: 5036 grad_norm: 5.1338 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8271 loss: 2.8271 2022/06/25 21:18:05 - mmengine - INFO - Epoch(train) [36][2860/3757] lr: 9.096e-03 eta: 1 day, 15:35:17 time: 0.253 data_time: 0.005 memory: 5036 grad_norm: 5.2503 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.8454 loss: 2.8454 2022/06/25 21:18:10 - mmengine - INFO - Epoch(train) [36][2880/3757] lr: 9.096e-03 eta: 1 day, 15:35:12 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 4.6226 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.6182 loss: 2.6182 2022/06/25 21:18:15 - mmengine - INFO - Epoch(train) [36][2900/3757] lr: 9.096e-03 eta: 1 day, 15:35:06 time: 0.259 data_time: 0.010 memory: 5036 grad_norm: 4.8417 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8369 loss: 2.8369 2022/06/25 21:18:20 - mmengine - INFO - Epoch(train) [36][2920/3757] lr: 9.096e-03 eta: 1 day, 15:35:00 time: 0.247 data_time: 0.009 memory: 5036 grad_norm: 5.5327 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0551 loss: 3.0551 2022/06/25 21:18:26 - mmengine - INFO - Epoch(train) [36][2940/3757] lr: 9.096e-03 eta: 1 day, 15:34:54 time: 0.246 data_time: 0.005 memory: 5036 grad_norm: 5.1417 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.9105 loss: 2.9105 2022/06/25 21:18:31 - mmengine - INFO - Epoch(train) [36][2960/3757] lr: 9.096e-03 eta: 1 day, 15:34:48 time: 0.249 data_time: 0.005 memory: 5036 grad_norm: 5.1435 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8772 loss: 2.8772 2022/06/25 21:18:36 - mmengine - INFO - Epoch(train) [36][2980/3757] lr: 9.096e-03 eta: 1 day, 15:34:43 time: 0.256 data_time: 0.005 memory: 5036 grad_norm: 5.1289 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 3.0073 loss: 3.0073 2022/06/25 21:18:41 - mmengine - INFO - Epoch(train) [36][3000/3757] lr: 9.096e-03 eta: 1 day, 15:34:37 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 4.7814 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.8748 loss: 2.8748 2022/06/25 21:18:46 - mmengine - INFO - Epoch(train) [36][3020/3757] lr: 9.096e-03 eta: 1 day, 15:34:31 time: 0.251 data_time: 0.005 memory: 5036 grad_norm: 4.9348 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.0805 loss: 3.0805 2022/06/25 21:18:52 - mmengine - INFO - Epoch(train) [36][3040/3757] lr: 9.096e-03 eta: 1 day, 15:34:28 time: 0.245 data_time: 0.003 memory: 5036 grad_norm: 5.2196 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.3509 loss: 3.3509 2022/06/25 21:18:57 - mmengine - INFO - Epoch(train) [36][3060/3757] lr: 9.096e-03 eta: 1 day, 15:34:23 time: 0.249 data_time: 0.009 memory: 5036 grad_norm: 4.9670 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7406 loss: 2.7406 2022/06/25 21:19:02 - mmengine - INFO - Epoch(train) [36][3080/3757] lr: 9.096e-03 eta: 1 day, 15:34:17 time: 0.251 data_time: 0.010 memory: 5036 grad_norm: 5.3830 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7779 loss: 2.7779 2022/06/25 21:19:08 - mmengine - INFO - Epoch(train) [36][3100/3757] lr: 9.096e-03 eta: 1 day, 15:34:12 time: 0.257 data_time: 0.005 memory: 5036 grad_norm: 5.4741 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.2683 loss: 3.2683 2022/06/25 21:19:13 - mmengine - INFO - Epoch(train) [36][3120/3757] lr: 9.096e-03 eta: 1 day, 15:34:06 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 5.4311 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.2666 loss: 3.2666 2022/06/25 21:19:18 - mmengine - INFO - Epoch(train) [36][3140/3757] lr: 9.096e-03 eta: 1 day, 15:34:01 time: 0.249 data_time: 0.012 memory: 5036 grad_norm: 5.9279 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.1166 loss: 3.1166 2022/06/25 21:19:23 - mmengine - INFO - Epoch(train) [36][3160/3757] lr: 9.096e-03 eta: 1 day, 15:33:55 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 5.8483 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 3.0248 loss: 3.0248 2022/06/25 21:19:29 - mmengine - INFO - Epoch(train) [36][3180/3757] lr: 9.096e-03 eta: 1 day, 15:33:50 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 4.9132 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.2002 loss: 3.2002 2022/06/25 21:19:34 - mmengine - INFO - Epoch(train) [36][3200/3757] lr: 9.096e-03 eta: 1 day, 15:33:44 time: 0.253 data_time: 0.005 memory: 5036 grad_norm: 5.6366 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.9195 loss: 2.9195 2022/06/25 21:19:39 - mmengine - INFO - Epoch(train) [36][3220/3757] lr: 9.096e-03 eta: 1 day, 15:33:38 time: 0.265 data_time: 0.008 memory: 5036 grad_norm: 5.4144 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.9620 loss: 2.9620 2022/06/25 21:19:44 - mmengine - INFO - Epoch(train) [36][3240/3757] lr: 9.096e-03 eta: 1 day, 15:33:32 time: 0.258 data_time: 0.002 memory: 5036 grad_norm: 5.2781 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.0931 loss: 3.0931 2022/06/25 21:19:50 - mmengine - INFO - Epoch(train) [36][3260/3757] lr: 9.096e-03 eta: 1 day, 15:33:29 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 6.2720 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.0705 loss: 3.0705 2022/06/25 21:19:55 - mmengine - INFO - Epoch(train) [36][3280/3757] lr: 9.096e-03 eta: 1 day, 15:33:23 time: 0.251 data_time: 0.005 memory: 5036 grad_norm: 5.7341 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.2096 loss: 3.2096 2022/06/25 21:20:00 - mmengine - INFO - Epoch(train) [36][3300/3757] lr: 9.096e-03 eta: 1 day, 15:33:18 time: 0.251 data_time: 0.005 memory: 5036 grad_norm: 5.5199 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.3378 loss: 3.3378 2022/06/25 21:20:05 - mmengine - INFO - Epoch(train) [36][3320/3757] lr: 9.096e-03 eta: 1 day, 15:33:12 time: 0.246 data_time: 0.006 memory: 5036 grad_norm: 4.6476 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.1382 loss: 3.1382 2022/06/25 21:20:10 - mmengine - INFO - Epoch(train) [36][3340/3757] lr: 9.096e-03 eta: 1 day, 15:33:07 time: 0.258 data_time: 0.017 memory: 5036 grad_norm: 4.8701 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.6303 loss: 2.6303 2022/06/25 21:20:15 - mmengine - INFO - Epoch(train) [36][3360/3757] lr: 9.096e-03 eta: 1 day, 15:33:01 time: 0.251 data_time: 0.005 memory: 5036 grad_norm: 6.0608 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0085 loss: 3.0085 2022/06/25 21:20:21 - mmengine - INFO - Epoch(train) [36][3380/3757] lr: 9.096e-03 eta: 1 day, 15:32:55 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 4.7234 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 3.0542 loss: 3.0542 2022/06/25 21:20:26 - mmengine - INFO - Epoch(train) [36][3400/3757] lr: 9.096e-03 eta: 1 day, 15:32:49 time: 0.251 data_time: 0.008 memory: 5036 grad_norm: 4.8433 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.8343 loss: 2.8343 2022/06/25 21:20:32 - mmengine - INFO - Epoch(train) [36][3420/3757] lr: 9.096e-03 eta: 1 day, 15:32:47 time: 0.254 data_time: 0.008 memory: 5036 grad_norm: 5.3896 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0875 loss: 3.0875 2022/06/25 21:20:37 - mmengine - INFO - Epoch(train) [36][3440/3757] lr: 9.096e-03 eta: 1 day, 15:32:41 time: 0.432 data_time: 0.175 memory: 5036 grad_norm: 5.8274 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.0296 loss: 3.0296 2022/06/25 21:20:42 - mmengine - INFO - Epoch(train) [36][3460/3757] lr: 9.096e-03 eta: 1 day, 15:32:36 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 5.6694 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.5619 loss: 2.5619 2022/06/25 21:20:48 - mmengine - INFO - Epoch(train) [36][3480/3757] lr: 9.096e-03 eta: 1 day, 15:32:32 time: 0.265 data_time: 0.005 memory: 5036 grad_norm: 5.0719 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2202 loss: 3.2202 2022/06/25 21:20:53 - mmengine - INFO - Epoch(train) [36][3500/3757] lr: 9.096e-03 eta: 1 day, 15:32:26 time: 0.256 data_time: 0.014 memory: 5036 grad_norm: 4.9764 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8000 loss: 2.8000 2022/06/25 21:20:54 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 21:20:58 - mmengine - INFO - Epoch(train) [36][3520/3757] lr: 9.096e-03 eta: 1 day, 15:32:20 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 4.8925 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6704 loss: 2.6704 2022/06/25 21:21:03 - mmengine - INFO - Epoch(train) [36][3540/3757] lr: 9.096e-03 eta: 1 day, 15:32:14 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 4.7467 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.3937 loss: 3.3937 2022/06/25 21:21:09 - mmengine - INFO - Epoch(train) [36][3560/3757] lr: 9.096e-03 eta: 1 day, 15:32:11 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 5.2220 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4660 loss: 2.4660 2022/06/25 21:21:14 - mmengine - INFO - Epoch(train) [36][3580/3757] lr: 9.096e-03 eta: 1 day, 15:32:05 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 5.2366 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.6581 loss: 2.6581 2022/06/25 21:21:19 - mmengine - INFO - Epoch(train) [36][3600/3757] lr: 9.096e-03 eta: 1 day, 15:31:59 time: 0.248 data_time: 0.005 memory: 5036 grad_norm: 4.1905 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.0116 loss: 3.0116 2022/06/25 21:21:24 - mmengine - INFO - Epoch(train) [36][3620/3757] lr: 9.096e-03 eta: 1 day, 15:31:53 time: 0.244 data_time: 0.006 memory: 5036 grad_norm: 6.2064 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6717 loss: 2.6717 2022/06/25 21:21:30 - mmengine - INFO - Epoch(train) [36][3640/3757] lr: 9.096e-03 eta: 1 day, 15:31:49 time: 0.248 data_time: 0.005 memory: 5036 grad_norm: 5.6877 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.2729 loss: 3.2729 2022/06/25 21:21:35 - mmengine - INFO - Epoch(train) [36][3660/3757] lr: 9.096e-03 eta: 1 day, 15:31:43 time: 0.246 data_time: 0.005 memory: 5036 grad_norm: 5.3980 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0313 loss: 3.0313 2022/06/25 21:21:40 - mmengine - INFO - Epoch(train) [36][3680/3757] lr: 9.096e-03 eta: 1 day, 15:31:37 time: 0.253 data_time: 0.005 memory: 5036 grad_norm: 5.3231 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7895 loss: 2.7895 2022/06/25 21:21:45 - mmengine - INFO - Epoch(train) [36][3700/3757] lr: 9.096e-03 eta: 1 day, 15:31:31 time: 0.249 data_time: 0.011 memory: 5036 grad_norm: 5.2899 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6569 loss: 2.6569 2022/06/25 21:21:51 - mmengine - INFO - Epoch(train) [36][3720/3757] lr: 9.096e-03 eta: 1 day, 15:31:28 time: 0.247 data_time: 0.008 memory: 5036 grad_norm: 5.1090 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1696 loss: 3.1696 2022/06/25 21:21:56 - mmengine - INFO - Epoch(train) [36][3740/3757] lr: 9.096e-03 eta: 1 day, 15:31:21 time: 0.234 data_time: 0.005 memory: 5036 grad_norm: 5.2528 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0927 loss: 3.0927 2022/06/25 21:22:00 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 21:22:00 - mmengine - INFO - Saving checkpoint at 36 epochs 2022/06/25 21:22:13 - mmengine - INFO - Epoch(val) [36][20/310] eta: 0:01:44 time: 0.110 data_time: 0.005 memory: 5036 2022/06/25 21:22:17 - mmengine - INFO - Epoch(val) [36][40/310] eta: 0:01:32 time: 0.103 data_time: 0.001 memory: 1723 2022/06/25 21:22:22 - mmengine - INFO - Epoch(val) [36][60/310] eta: 0:00:26 time: 0.114 data_time: 0.006 memory: 1723 2022/06/25 21:22:27 - mmengine - INFO - Epoch(val) [36][80/310] eta: 0:00:24 time: 0.103 data_time: 0.002 memory: 1723 2022/06/25 21:22:34 - mmengine - INFO - Epoch(val) [36][100/310] eta: 0:01:15 time: 0.108 data_time: 0.002 memory: 1723 2022/06/25 21:22:38 - mmengine - INFO - Epoch(val) [36][120/310] eta: 0:01:08 time: 0.103 data_time: 0.001 memory: 1723 2022/06/25 21:22:43 - mmengine - INFO - Epoch(val) [36][140/310] eta: 0:00:18 time: 0.113 data_time: 0.012 memory: 1723 2022/06/25 21:22:47 - mmengine - INFO - Epoch(val) [36][160/310] eta: 0:00:15 time: 0.103 data_time: 0.001 memory: 1723 2022/06/25 21:22:55 - mmengine - INFO - Epoch(val) [36][180/310] eta: 0:00:47 time: 0.103 data_time: 0.001 memory: 1723 2022/06/25 21:22:59 - mmengine - INFO - Epoch(val) [36][200/310] eta: 0:00:39 time: 0.103 data_time: 0.002 memory: 1723 2022/06/25 21:23:04 - mmengine - INFO - Epoch(val) [36][220/310] eta: 0:00:09 time: 0.106 data_time: 0.004 memory: 1723 2022/06/25 21:23:09 - mmengine - INFO - Epoch(val) [36][240/310] eta: 0:00:07 time: 0.103 data_time: 0.002 memory: 1723 2022/06/25 21:23:16 - mmengine - INFO - Epoch(val) [36][260/310] eta: 0:00:17 time: 0.103 data_time: 0.001 memory: 1723 2022/06/25 21:23:20 - mmengine - INFO - Epoch(val) [36][280/310] eta: 0:00:08 time: 0.109 data_time: 0.001 memory: 1723 2022/06/25 21:23:22 - mmengine - INFO - Epoch(val) [36][300/310] eta: 0:00:01 time: 0.105 data_time: 0.004 memory: 1723 2022/06/25 21:23:24 - mmengine - INFO - Epoch(val) [36][310/310] acc/top1: 0.0404 acc/top5: 0.0880 acc/mean1: 0.0403 2022/06/25 21:23:34 - mmengine - INFO - Epoch(train) [37][20/3757] lr: 9.045e-03 eta: 1 day, 15:31:21 time: 0.256 data_time: 0.002 memory: 5036 grad_norm: 5.8474 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.4571 loss: 3.4571 2022/06/25 21:23:39 - mmengine - INFO - Epoch(train) [37][40/3757] lr: 9.045e-03 eta: 1 day, 15:31:16 time: 0.244 data_time: 0.003 memory: 5036 grad_norm: 6.0184 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.6979 loss: 3.6979 2022/06/25 21:23:44 - mmengine - INFO - Epoch(train) [37][60/3757] lr: 9.045e-03 eta: 1 day, 15:31:11 time: 0.243 data_time: 0.002 memory: 5036 grad_norm: 5.8264 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0541 loss: 3.0541 2022/06/25 21:23:49 - mmengine - INFO - Epoch(train) [37][80/3757] lr: 9.045e-03 eta: 1 day, 15:31:05 time: 0.244 data_time: 0.003 memory: 5036 grad_norm: 5.4742 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.3253 loss: 3.3253 2022/06/25 21:23:55 - mmengine - INFO - Epoch(train) [37][100/3757] lr: 9.045e-03 eta: 1 day, 15:31:01 time: 0.269 data_time: 0.003 memory: 5036 grad_norm: 5.8618 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.1879 loss: 3.1879 2022/06/25 21:24:00 - mmengine - INFO - Epoch(train) [37][120/3757] lr: 9.045e-03 eta: 1 day, 15:30:56 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 5.3851 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.3523 loss: 3.3523 2022/06/25 21:24:05 - mmengine - INFO - Epoch(train) [37][140/3757] lr: 9.045e-03 eta: 1 day, 15:30:50 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 5.6645 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9603 loss: 2.9603 2022/06/25 21:24:11 - mmengine - INFO - Epoch(train) [37][160/3757] lr: 9.045e-03 eta: 1 day, 15:30:46 time: 0.245 data_time: 0.003 memory: 5036 grad_norm: 5.4349 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4142 loss: 2.4142 2022/06/25 21:24:17 - mmengine - INFO - Epoch(train) [37][180/3757] lr: 9.045e-03 eta: 1 day, 15:30:44 time: 0.281 data_time: 0.003 memory: 5036 grad_norm: 5.4436 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.1638 loss: 3.1638 2022/06/25 21:24:22 - mmengine - INFO - Epoch(train) [37][200/3757] lr: 9.045e-03 eta: 1 day, 15:30:38 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 5.3214 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.9507 loss: 2.9507 2022/06/25 21:24:28 - mmengine - INFO - Epoch(train) [37][220/3757] lr: 9.045e-03 eta: 1 day, 15:30:34 time: 0.279 data_time: 0.003 memory: 5036 grad_norm: 5.8356 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2463 loss: 3.2463 2022/06/25 21:24:33 - mmengine - INFO - Epoch(train) [37][240/3757] lr: 9.045e-03 eta: 1 day, 15:30:28 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 5.5034 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.4259 loss: 3.4259 2022/06/25 21:24:38 - mmengine - INFO - Epoch(train) [37][260/3757] lr: 9.045e-03 eta: 1 day, 15:30:22 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 5.3554 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.1464 loss: 3.1464 2022/06/25 21:24:43 - mmengine - INFO - Epoch(train) [37][280/3757] lr: 9.045e-03 eta: 1 day, 15:30:16 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 4.7482 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1421 loss: 3.1421 2022/06/25 21:24:49 - mmengine - INFO - Epoch(train) [37][300/3757] lr: 9.045e-03 eta: 1 day, 15:30:13 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 9.1573 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.2231 loss: 3.2231 2022/06/25 21:24:54 - mmengine - INFO - Epoch(train) [37][320/3757] lr: 9.045e-03 eta: 1 day, 15:30:07 time: 0.252 data_time: 0.008 memory: 5036 grad_norm: 5.2164 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9440 loss: 2.9440 2022/06/25 21:24:59 - mmengine - INFO - Epoch(train) [37][340/3757] lr: 9.045e-03 eta: 1 day, 15:30:01 time: 0.269 data_time: 0.002 memory: 5036 grad_norm: 5.1846 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.0219 loss: 3.0219 2022/06/25 21:25:04 - mmengine - INFO - Epoch(train) [37][360/3757] lr: 9.045e-03 eta: 1 day, 15:29:55 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 5.7585 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2172 loss: 3.2172 2022/06/25 21:25:09 - mmengine - INFO - Epoch(train) [37][380/3757] lr: 9.045e-03 eta: 1 day, 15:29:50 time: 0.250 data_time: 0.008 memory: 5036 grad_norm: 11.8533 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.9987 loss: 2.9987 2022/06/25 21:25:15 - mmengine - INFO - Epoch(train) [37][400/3757] lr: 9.045e-03 eta: 1 day, 15:29:44 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 7.9928 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.8133 loss: 2.8133 2022/06/25 21:25:20 - mmengine - INFO - Epoch(train) [37][420/3757] lr: 9.045e-03 eta: 1 day, 15:29:39 time: 0.269 data_time: 0.002 memory: 5036 grad_norm: 6.0194 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.2862 loss: 3.2862 2022/06/25 21:25:25 - mmengine - INFO - Epoch(train) [37][440/3757] lr: 9.045e-03 eta: 1 day, 15:29:33 time: 0.250 data_time: 0.008 memory: 5036 grad_norm: 5.5025 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.9180 loss: 2.9180 2022/06/25 21:25:30 - mmengine - INFO - Epoch(train) [37][460/3757] lr: 9.045e-03 eta: 1 day, 15:29:28 time: 0.263 data_time: 0.002 memory: 5036 grad_norm: 5.2939 top1_acc: 0.1250 top5_acc: 0.8750 loss_cls: 2.7899 loss: 2.7899 2022/06/25 21:25:35 - mmengine - INFO - Epoch(train) [37][480/3757] lr: 9.045e-03 eta: 1 day, 15:29:22 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 5.1296 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9379 loss: 2.9379 2022/06/25 21:25:41 - mmengine - INFO - Epoch(train) [37][500/3757] lr: 9.045e-03 eta: 1 day, 15:29:17 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 5.4096 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2630 loss: 3.2630 2022/06/25 21:25:46 - mmengine - INFO - Epoch(train) [37][520/3757] lr: 9.045e-03 eta: 1 day, 15:29:11 time: 0.247 data_time: 0.006 memory: 5036 grad_norm: 4.9926 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1049 loss: 3.1049 2022/06/25 21:25:51 - mmengine - INFO - Epoch(train) [37][540/3757] lr: 9.045e-03 eta: 1 day, 15:29:07 time: 0.262 data_time: 0.002 memory: 5036 grad_norm: 5.0707 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0281 loss: 3.0281 2022/06/25 21:25:56 - mmengine - INFO - Epoch(train) [37][560/3757] lr: 9.045e-03 eta: 1 day, 15:29:01 time: 0.265 data_time: 0.002 memory: 5036 grad_norm: 4.8629 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.9174 loss: 2.9174 2022/06/25 21:26:02 - mmengine - INFO - Epoch(train) [37][580/3757] lr: 9.045e-03 eta: 1 day, 15:28:55 time: 0.251 data_time: 0.014 memory: 5036 grad_norm: 5.3545 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.9848 loss: 2.9848 2022/06/25 21:26:07 - mmengine - INFO - Epoch(train) [37][600/3757] lr: 9.045e-03 eta: 1 day, 15:28:50 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 5.7940 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5143 loss: 2.5143 2022/06/25 21:26:12 - mmengine - INFO - Epoch(train) [37][620/3757] lr: 9.045e-03 eta: 1 day, 15:28:44 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 5.1591 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.1729 loss: 3.1729 2022/06/25 21:26:17 - mmengine - INFO - Epoch(train) [37][640/3757] lr: 9.045e-03 eta: 1 day, 15:28:38 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 4.7956 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6207 loss: 2.6207 2022/06/25 21:26:22 - mmengine - INFO - Epoch(train) [37][660/3757] lr: 9.045e-03 eta: 1 day, 15:28:33 time: 0.258 data_time: 0.015 memory: 5036 grad_norm: 5.0172 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.2196 loss: 3.2196 2022/06/25 21:26:27 - mmengine - INFO - Epoch(train) [37][680/3757] lr: 9.045e-03 eta: 1 day, 15:28:27 time: 0.269 data_time: 0.002 memory: 5036 grad_norm: 4.9056 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.7647 loss: 2.7647 2022/06/25 21:26:33 - mmengine - INFO - Epoch(train) [37][700/3757] lr: 9.045e-03 eta: 1 day, 15:28:22 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 4.2573 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.7958 loss: 2.7958 2022/06/25 21:26:38 - mmengine - INFO - Epoch(train) [37][720/3757] lr: 9.045e-03 eta: 1 day, 15:28:16 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 5.5879 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1652 loss: 3.1652 2022/06/25 21:26:43 - mmengine - INFO - Epoch(train) [37][740/3757] lr: 9.045e-03 eta: 1 day, 15:28:11 time: 0.255 data_time: 0.008 memory: 5036 grad_norm: 5.2899 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2497 loss: 3.2497 2022/06/25 21:26:45 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 21:26:48 - mmengine - INFO - Epoch(train) [37][760/3757] lr: 9.045e-03 eta: 1 day, 15:28:05 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 5.7581 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.3524 loss: 3.3524 2022/06/25 21:26:54 - mmengine - INFO - Epoch(train) [37][780/3757] lr: 9.045e-03 eta: 1 day, 15:28:00 time: 0.257 data_time: 0.002 memory: 5036 grad_norm: 4.5984 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1541 loss: 3.1541 2022/06/25 21:26:59 - mmengine - INFO - Epoch(train) [37][800/3757] lr: 9.045e-03 eta: 1 day, 15:27:54 time: 0.247 data_time: 0.005 memory: 5036 grad_norm: 5.9740 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.8169 loss: 2.8169 2022/06/25 21:27:04 - mmengine - INFO - Epoch(train) [37][820/3757] lr: 9.045e-03 eta: 1 day, 15:27:49 time: 0.248 data_time: 0.005 memory: 5036 grad_norm: 5.9773 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6259 loss: 2.6259 2022/06/25 21:27:10 - mmengine - INFO - Epoch(train) [37][840/3757] lr: 9.045e-03 eta: 1 day, 15:27:46 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 5.7537 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5086 loss: 2.5086 2022/06/25 21:27:15 - mmengine - INFO - Epoch(train) [37][860/3757] lr: 9.045e-03 eta: 1 day, 15:27:40 time: 0.258 data_time: 0.004 memory: 5036 grad_norm: 4.9992 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.5454 loss: 2.5454 2022/06/25 21:27:20 - mmengine - INFO - Epoch(train) [37][880/3757] lr: 9.045e-03 eta: 1 day, 15:27:35 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 4.9929 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.8844 loss: 2.8844 2022/06/25 21:27:25 - mmengine - INFO - Epoch(train) [37][900/3757] lr: 9.045e-03 eta: 1 day, 15:27:29 time: 0.260 data_time: 0.016 memory: 5036 grad_norm: 6.3246 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.3537 loss: 3.3537 2022/06/25 21:27:31 - mmengine - INFO - Epoch(train) [37][920/3757] lr: 9.045e-03 eta: 1 day, 15:27:24 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 5.8675 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9812 loss: 2.9812 2022/06/25 21:27:36 - mmengine - INFO - Epoch(train) [37][940/3757] lr: 9.045e-03 eta: 1 day, 15:27:18 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 5.4095 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1630 loss: 3.1630 2022/06/25 21:27:41 - mmengine - INFO - Epoch(train) [37][960/3757] lr: 9.045e-03 eta: 1 day, 15:27:13 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 5.6879 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.8694 loss: 2.8694 2022/06/25 21:27:46 - mmengine - INFO - Epoch(train) [37][980/3757] lr: 9.045e-03 eta: 1 day, 15:27:07 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 5.6198 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.9141 loss: 2.9141 2022/06/25 21:27:52 - mmengine - INFO - Epoch(train) [37][1000/3757] lr: 9.045e-03 eta: 1 day, 15:27:03 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 4.8982 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0157 loss: 3.0157 2022/06/25 21:27:57 - mmengine - INFO - Epoch(train) [37][1020/3757] lr: 9.045e-03 eta: 1 day, 15:26:58 time: 0.269 data_time: 0.002 memory: 5036 grad_norm: 5.9787 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6470 loss: 2.6470 2022/06/25 21:28:02 - mmengine - INFO - Epoch(train) [37][1040/3757] lr: 9.045e-03 eta: 1 day, 15:26:52 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 5.1328 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7574 loss: 2.7574 2022/06/25 21:28:08 - mmengine - INFO - Epoch(train) [37][1060/3757] lr: 9.045e-03 eta: 1 day, 15:26:47 time: 0.504 data_time: 0.008 memory: 5036 grad_norm: 5.6873 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.0758 loss: 3.0758 2022/06/25 21:28:13 - mmengine - INFO - Epoch(train) [37][1080/3757] lr: 9.045e-03 eta: 1 day, 15:26:42 time: 0.244 data_time: 0.005 memory: 5036 grad_norm: 5.3571 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.9999 loss: 2.9999 2022/06/25 21:28:18 - mmengine - INFO - Epoch(train) [37][1100/3757] lr: 9.045e-03 eta: 1 day, 15:26:36 time: 0.270 data_time: 0.006 memory: 5036 grad_norm: 5.3605 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1504 loss: 3.1504 2022/06/25 21:28:23 - mmengine - INFO - Epoch(train) [37][1120/3757] lr: 9.045e-03 eta: 1 day, 15:26:30 time: 0.250 data_time: 0.012 memory: 5036 grad_norm: 5.3391 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9289 loss: 2.9289 2022/06/25 21:28:29 - mmengine - INFO - Epoch(train) [37][1140/3757] lr: 9.045e-03 eta: 1 day, 15:26:26 time: 0.250 data_time: 0.012 memory: 5036 grad_norm: 4.9994 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.9137 loss: 2.9137 2022/06/25 21:28:34 - mmengine - INFO - Epoch(train) [37][1160/3757] lr: 9.045e-03 eta: 1 day, 15:26:20 time: 0.251 data_time: 0.009 memory: 5036 grad_norm: 5.0982 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.0672 loss: 3.0672 2022/06/25 21:28:39 - mmengine - INFO - Epoch(train) [37][1180/3757] lr: 9.045e-03 eta: 1 day, 15:26:14 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 4.5317 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 2.4568 loss: 2.4568 2022/06/25 21:28:44 - mmengine - INFO - Epoch(train) [37][1200/3757] lr: 9.045e-03 eta: 1 day, 15:26:09 time: 0.264 data_time: 0.002 memory: 5036 grad_norm: 5.7982 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8249 loss: 2.8249 2022/06/25 21:28:49 - mmengine - INFO - Epoch(train) [37][1220/3757] lr: 9.045e-03 eta: 1 day, 15:26:04 time: 0.249 data_time: 0.005 memory: 5036 grad_norm: 5.3709 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.4140 loss: 3.4140 2022/06/25 21:28:55 - mmengine - INFO - Epoch(train) [37][1240/3757] lr: 9.045e-03 eta: 1 day, 15:25:58 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 5.5173 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2183 loss: 3.2183 2022/06/25 21:29:00 - mmengine - INFO - Epoch(train) [37][1260/3757] lr: 9.045e-03 eta: 1 day, 15:25:53 time: 0.272 data_time: 0.002 memory: 5036 grad_norm: 5.3973 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6818 loss: 2.6818 2022/06/25 21:29:05 - mmengine - INFO - Epoch(train) [37][1280/3757] lr: 9.045e-03 eta: 1 day, 15:25:47 time: 0.251 data_time: 0.012 memory: 5036 grad_norm: 5.2483 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1722 loss: 3.1722 2022/06/25 21:29:10 - mmengine - INFO - Epoch(train) [37][1300/3757] lr: 9.045e-03 eta: 1 day, 15:25:43 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 5.0476 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.4290 loss: 3.4290 2022/06/25 21:29:16 - mmengine - INFO - Epoch(train) [37][1320/3757] lr: 9.045e-03 eta: 1 day, 15:25:37 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 6.0417 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0721 loss: 3.0721 2022/06/25 21:29:21 - mmengine - INFO - Epoch(train) [37][1340/3757] lr: 9.045e-03 eta: 1 day, 15:25:32 time: 0.276 data_time: 0.008 memory: 5036 grad_norm: 5.0399 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.7858 loss: 2.7858 2022/06/25 21:29:26 - mmengine - INFO - Epoch(train) [37][1360/3757] lr: 9.045e-03 eta: 1 day, 15:25:26 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 5.4201 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.8156 loss: 3.8156 2022/06/25 21:29:31 - mmengine - INFO - Epoch(train) [37][1380/3757] lr: 9.045e-03 eta: 1 day, 15:25:20 time: 0.247 data_time: 0.005 memory: 5036 grad_norm: 5.3995 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9968 loss: 2.9968 2022/06/25 21:29:36 - mmengine - INFO - Epoch(train) [37][1400/3757] lr: 9.045e-03 eta: 1 day, 15:25:14 time: 0.259 data_time: 0.002 memory: 5036 grad_norm: 5.5803 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2274 loss: 3.2274 2022/06/25 21:29:41 - mmengine - INFO - Epoch(train) [37][1420/3757] lr: 9.045e-03 eta: 1 day, 15:25:09 time: 0.265 data_time: 0.010 memory: 5036 grad_norm: 5.8570 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.8092 loss: 2.8092 2022/06/25 21:29:47 - mmengine - INFO - Epoch(train) [37][1440/3757] lr: 9.045e-03 eta: 1 day, 15:25:03 time: 0.257 data_time: 0.017 memory: 5036 grad_norm: 5.9025 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.4334 loss: 3.4334 2022/06/25 21:29:52 - mmengine - INFO - Epoch(train) [37][1460/3757] lr: 9.045e-03 eta: 1 day, 15:25:00 time: 0.255 data_time: 0.012 memory: 5036 grad_norm: 5.0531 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.8597 loss: 2.8597 2022/06/25 21:29:58 - mmengine - INFO - Epoch(train) [37][1480/3757] lr: 9.045e-03 eta: 1 day, 15:24:54 time: 0.257 data_time: 0.002 memory: 5036 grad_norm: 5.3813 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.6879 loss: 3.6879 2022/06/25 21:30:03 - mmengine - INFO - Epoch(train) [37][1500/3757] lr: 9.045e-03 eta: 1 day, 15:24:49 time: 0.267 data_time: 0.014 memory: 5036 grad_norm: 5.8304 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.2389 loss: 3.2389 2022/06/25 21:30:08 - mmengine - INFO - Epoch(train) [37][1520/3757] lr: 9.045e-03 eta: 1 day, 15:24:43 time: 0.268 data_time: 0.022 memory: 5036 grad_norm: 5.2556 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.9630 loss: 2.9630 2022/06/25 21:30:13 - mmengine - INFO - Epoch(train) [37][1540/3757] lr: 9.045e-03 eta: 1 day, 15:24:38 time: 0.251 data_time: 0.010 memory: 5036 grad_norm: 6.9450 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1681 loss: 3.1681 2022/06/25 21:30:18 - mmengine - INFO - Epoch(train) [37][1560/3757] lr: 9.045e-03 eta: 1 day, 15:24:32 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 5.8256 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.9800 loss: 2.9800 2022/06/25 21:30:23 - mmengine - INFO - Epoch(train) [37][1580/3757] lr: 9.045e-03 eta: 1 day, 15:24:26 time: 0.278 data_time: 0.008 memory: 5036 grad_norm: 5.6135 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.1494 loss: 3.1494 2022/06/25 21:30:29 - mmengine - INFO - Epoch(train) [37][1600/3757] lr: 9.045e-03 eta: 1 day, 15:24:21 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 5.7865 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0276 loss: 3.0276 2022/06/25 21:30:34 - mmengine - INFO - Epoch(train) [37][1620/3757] lr: 9.045e-03 eta: 1 day, 15:24:15 time: 0.260 data_time: 0.002 memory: 5036 grad_norm: 5.5216 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 3.1860 loss: 3.1860 2022/06/25 21:30:39 - mmengine - INFO - Epoch(train) [37][1640/3757] lr: 9.045e-03 eta: 1 day, 15:24:09 time: 0.253 data_time: 0.012 memory: 5036 grad_norm: 5.7338 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.3850 loss: 3.3850 2022/06/25 21:30:44 - mmengine - INFO - Epoch(train) [37][1660/3757] lr: 9.045e-03 eta: 1 day, 15:24:04 time: 0.286 data_time: 0.002 memory: 5036 grad_norm: 5.2085 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.9905 loss: 2.9905 2022/06/25 21:30:50 - mmengine - INFO - Epoch(train) [37][1680/3757] lr: 9.045e-03 eta: 1 day, 15:24:00 time: 0.253 data_time: 0.005 memory: 5036 grad_norm: 11.9340 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.0205 loss: 3.0205 2022/06/25 21:30:55 - mmengine - INFO - Epoch(train) [37][1700/3757] lr: 9.045e-03 eta: 1 day, 15:23:54 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 5.6892 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6803 loss: 2.6803 2022/06/25 21:31:00 - mmengine - INFO - Epoch(train) [37][1720/3757] lr: 9.045e-03 eta: 1 day, 15:23:49 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 4.9211 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2742 loss: 3.2742 2022/06/25 21:31:06 - mmengine - INFO - Epoch(train) [37][1740/3757] lr: 9.045e-03 eta: 1 day, 15:23:44 time: 0.278 data_time: 0.006 memory: 5036 grad_norm: 5.2873 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1483 loss: 3.1483 2022/06/25 21:31:08 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 21:31:11 - mmengine - INFO - Epoch(train) [37][1760/3757] lr: 9.045e-03 eta: 1 day, 15:23:39 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 6.9567 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.3727 loss: 3.3727 2022/06/25 21:31:16 - mmengine - INFO - Epoch(train) [37][1780/3757] lr: 9.045e-03 eta: 1 day, 15:23:34 time: 0.271 data_time: 0.003 memory: 5036 grad_norm: 6.1220 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.9730 loss: 2.9730 2022/06/25 21:31:21 - mmengine - INFO - Epoch(train) [37][1800/3757] lr: 9.045e-03 eta: 1 day, 15:23:28 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 5.6082 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 3.2092 loss: 3.2092 2022/06/25 21:31:27 - mmengine - INFO - Epoch(train) [37][1820/3757] lr: 9.045e-03 eta: 1 day, 15:23:23 time: 0.259 data_time: 0.005 memory: 5036 grad_norm: 5.4098 top1_acc: 0.0000 top5_acc: 0.6250 loss_cls: 3.0664 loss: 3.0664 2022/06/25 21:31:32 - mmengine - INFO - Epoch(train) [37][1840/3757] lr: 9.045e-03 eta: 1 day, 15:23:17 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 12.9369 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.6527 loss: 3.6527 2022/06/25 21:31:37 - mmengine - INFO - Epoch(train) [37][1860/3757] lr: 9.045e-03 eta: 1 day, 15:23:12 time: 0.246 data_time: 0.006 memory: 5036 grad_norm: 5.0621 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0502 loss: 3.0502 2022/06/25 21:31:42 - mmengine - INFO - Epoch(train) [37][1880/3757] lr: 9.045e-03 eta: 1 day, 15:23:06 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 5.8608 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.4771 loss: 3.4771 2022/06/25 21:31:47 - mmengine - INFO - Epoch(train) [37][1900/3757] lr: 9.045e-03 eta: 1 day, 15:23:01 time: 0.254 data_time: 0.008 memory: 5036 grad_norm: 5.2730 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1107 loss: 3.1107 2022/06/25 21:31:53 - mmengine - INFO - Epoch(train) [37][1920/3757] lr: 9.045e-03 eta: 1 day, 15:22:56 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 5.5609 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7930 loss: 2.7930 2022/06/25 21:31:58 - mmengine - INFO - Epoch(train) [37][1940/3757] lr: 9.045e-03 eta: 1 day, 15:22:51 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 4.8168 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.3160 loss: 3.3160 2022/06/25 21:32:03 - mmengine - INFO - Epoch(train) [37][1960/3757] lr: 9.045e-03 eta: 1 day, 15:22:46 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 5.1698 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.0976 loss: 3.0976 2022/06/25 21:32:09 - mmengine - INFO - Epoch(train) [37][1980/3757] lr: 9.045e-03 eta: 1 day, 15:22:42 time: 0.269 data_time: 0.008 memory: 5036 grad_norm: 5.1380 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.0741 loss: 3.0741 2022/06/25 21:32:14 - mmengine - INFO - Epoch(train) [37][2000/3757] lr: 9.045e-03 eta: 1 day, 15:22:36 time: 0.250 data_time: 0.008 memory: 5036 grad_norm: 6.4873 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.6891 loss: 2.6891 2022/06/25 21:32:20 - mmengine - INFO - Epoch(train) [37][2020/3757] lr: 9.045e-03 eta: 1 day, 15:22:32 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 4.9283 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.1190 loss: 3.1190 2022/06/25 21:32:25 - mmengine - INFO - Epoch(train) [37][2040/3757] lr: 9.045e-03 eta: 1 day, 15:22:26 time: 0.253 data_time: 0.005 memory: 5036 grad_norm: 5.5352 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1700 loss: 3.1700 2022/06/25 21:32:30 - mmengine - INFO - Epoch(train) [37][2060/3757] lr: 9.045e-03 eta: 1 day, 15:22:20 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 4.3622 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.8495 loss: 2.8495 2022/06/25 21:32:35 - mmengine - INFO - Epoch(train) [37][2080/3757] lr: 9.045e-03 eta: 1 day, 15:22:14 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 6.1911 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1279 loss: 3.1279 2022/06/25 21:32:40 - mmengine - INFO - Epoch(train) [37][2100/3757] lr: 9.045e-03 eta: 1 day, 15:22:08 time: 0.252 data_time: 0.008 memory: 5036 grad_norm: 5.9106 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.9011 loss: 2.9011 2022/06/25 21:32:45 - mmengine - INFO - Epoch(train) [37][2120/3757] lr: 9.045e-03 eta: 1 day, 15:22:02 time: 0.249 data_time: 0.008 memory: 5036 grad_norm: 5.5575 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8441 loss: 2.8441 2022/06/25 21:32:51 - mmengine - INFO - Epoch(train) [37][2140/3757] lr: 9.045e-03 eta: 1 day, 15:21:57 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 6.6561 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.1602 loss: 3.1602 2022/06/25 21:32:56 - mmengine - INFO - Epoch(train) [37][2160/3757] lr: 9.045e-03 eta: 1 day, 15:21:51 time: 0.255 data_time: 0.008 memory: 5036 grad_norm: 4.9762 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6376 loss: 2.6376 2022/06/25 21:33:01 - mmengine - INFO - Epoch(train) [37][2180/3757] lr: 9.045e-03 eta: 1 day, 15:21:46 time: 0.258 data_time: 0.010 memory: 5036 grad_norm: 5.4379 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.9499 loss: 2.9499 2022/06/25 21:33:06 - mmengine - INFO - Epoch(train) [37][2200/3757] lr: 9.045e-03 eta: 1 day, 15:21:40 time: 0.245 data_time: 0.003 memory: 5036 grad_norm: 5.4841 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.2147 loss: 3.2147 2022/06/25 21:33:11 - mmengine - INFO - Epoch(train) [37][2220/3757] lr: 9.045e-03 eta: 1 day, 15:21:35 time: 0.265 data_time: 0.002 memory: 5036 grad_norm: 6.3406 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2015 loss: 3.2015 2022/06/25 21:33:16 - mmengine - INFO - Epoch(train) [37][2240/3757] lr: 9.045e-03 eta: 1 day, 15:21:29 time: 0.251 data_time: 0.008 memory: 5036 grad_norm: 4.9347 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.7585 loss: 2.7585 2022/06/25 21:33:22 - mmengine - INFO - Epoch(train) [37][2260/3757] lr: 9.045e-03 eta: 1 day, 15:21:23 time: 0.252 data_time: 0.016 memory: 5036 grad_norm: 14.6477 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0090 loss: 3.0090 2022/06/25 21:33:27 - mmengine - INFO - Epoch(train) [37][2280/3757] lr: 9.045e-03 eta: 1 day, 15:21:17 time: 0.257 data_time: 0.002 memory: 5036 grad_norm: 5.2006 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.3454 loss: 3.3454 2022/06/25 21:33:32 - mmengine - INFO - Epoch(train) [37][2300/3757] lr: 9.045e-03 eta: 1 day, 15:21:13 time: 0.260 data_time: 0.002 memory: 5036 grad_norm: 5.3551 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8648 loss: 2.8648 2022/06/25 21:33:37 - mmengine - INFO - Epoch(train) [37][2320/3757] lr: 9.045e-03 eta: 1 day, 15:21:07 time: 0.253 data_time: 0.005 memory: 5036 grad_norm: 5.8300 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.3243 loss: 3.3243 2022/06/25 21:33:43 - mmengine - INFO - Epoch(train) [37][2340/3757] lr: 9.045e-03 eta: 1 day, 15:21:02 time: 0.261 data_time: 0.005 memory: 5036 grad_norm: 5.1627 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.1028 loss: 3.1028 2022/06/25 21:33:48 - mmengine - INFO - Epoch(train) [37][2360/3757] lr: 9.045e-03 eta: 1 day, 15:20:56 time: 0.244 data_time: 0.006 memory: 5036 grad_norm: 4.9431 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0303 loss: 3.0303 2022/06/25 21:33:53 - mmengine - INFO - Epoch(train) [37][2380/3757] lr: 9.045e-03 eta: 1 day, 15:20:52 time: 0.266 data_time: 0.003 memory: 5036 grad_norm: 4.9550 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0189 loss: 3.0189 2022/06/25 21:33:58 - mmengine - INFO - Epoch(train) [37][2400/3757] lr: 9.045e-03 eta: 1 day, 15:20:46 time: 0.261 data_time: 0.009 memory: 5036 grad_norm: 4.9623 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.6081 loss: 2.6081 2022/06/25 21:34:04 - mmengine - INFO - Epoch(train) [37][2420/3757] lr: 9.045e-03 eta: 1 day, 15:20:40 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 4.9756 top1_acc: 0.0000 top5_acc: 0.7500 loss_cls: 2.6878 loss: 2.6878 2022/06/25 21:34:09 - mmengine - INFO - Epoch(train) [37][2440/3757] lr: 9.045e-03 eta: 1 day, 15:20:35 time: 0.249 data_time: 0.008 memory: 5036 grad_norm: 5.4459 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1182 loss: 3.1182 2022/06/25 21:34:14 - mmengine - INFO - Epoch(train) [37][2460/3757] lr: 9.045e-03 eta: 1 day, 15:20:30 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 5.3491 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.4068 loss: 3.4068 2022/06/25 21:34:19 - mmengine - INFO - Epoch(train) [37][2480/3757] lr: 9.045e-03 eta: 1 day, 15:20:24 time: 0.258 data_time: 0.014 memory: 5036 grad_norm: 5.0126 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0768 loss: 3.0768 2022/06/25 21:34:24 - mmengine - INFO - Epoch(train) [37][2500/3757] lr: 9.045e-03 eta: 1 day, 15:20:18 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 5.6327 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8629 loss: 2.8629 2022/06/25 21:34:30 - mmengine - INFO - Epoch(train) [37][2520/3757] lr: 9.045e-03 eta: 1 day, 15:20:15 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 5.6401 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.6681 loss: 3.6681 2022/06/25 21:34:35 - mmengine - INFO - Epoch(train) [37][2540/3757] lr: 9.045e-03 eta: 1 day, 15:20:09 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 4.4208 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1926 loss: 3.1926 2022/06/25 21:34:41 - mmengine - INFO - Epoch(train) [37][2560/3757] lr: 9.045e-03 eta: 1 day, 15:20:04 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 5.9368 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.1924 loss: 3.1924 2022/06/25 21:34:46 - mmengine - INFO - Epoch(train) [37][2580/3757] lr: 9.045e-03 eta: 1 day, 15:19:59 time: 0.245 data_time: 0.003 memory: 5036 grad_norm: 5.5050 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4713 loss: 2.4713 2022/06/25 21:34:51 - mmengine - INFO - Epoch(train) [37][2600/3757] lr: 9.045e-03 eta: 1 day, 15:19:54 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 5.0064 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6153 loss: 2.6153 2022/06/25 21:34:56 - mmengine - INFO - Epoch(train) [37][2620/3757] lr: 9.045e-03 eta: 1 day, 15:19:49 time: 0.249 data_time: 0.009 memory: 5036 grad_norm: 5.4975 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.7956 loss: 2.7956 2022/06/25 21:35:02 - mmengine - INFO - Epoch(train) [37][2640/3757] lr: 9.045e-03 eta: 1 day, 15:19:43 time: 0.260 data_time: 0.002 memory: 5036 grad_norm: 5.4669 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.9640 loss: 2.9640 2022/06/25 21:35:07 - mmengine - INFO - Epoch(train) [37][2660/3757] lr: 9.045e-03 eta: 1 day, 15:19:38 time: 0.244 data_time: 0.003 memory: 5036 grad_norm: 5.3042 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.1426 loss: 3.1426 2022/06/25 21:35:12 - mmengine - INFO - Epoch(train) [37][2680/3757] lr: 9.045e-03 eta: 1 day, 15:19:32 time: 0.249 data_time: 0.008 memory: 5036 grad_norm: 5.7864 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.9518 loss: 2.9518 2022/06/25 21:35:17 - mmengine - INFO - Epoch(train) [37][2700/3757] lr: 9.045e-03 eta: 1 day, 15:19:26 time: 0.253 data_time: 0.011 memory: 5036 grad_norm: 5.1814 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2536 loss: 3.2536 2022/06/25 21:35:22 - mmengine - INFO - Epoch(train) [37][2720/3757] lr: 9.045e-03 eta: 1 day, 15:19:21 time: 0.247 data_time: 0.006 memory: 5036 grad_norm: 5.7590 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9109 loss: 2.9109 2022/06/25 21:35:27 - mmengine - INFO - Epoch(train) [37][2740/3757] lr: 9.045e-03 eta: 1 day, 15:19:15 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 5.5227 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2313 loss: 3.2313 2022/06/25 21:35:30 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 21:35:33 - mmengine - INFO - Epoch(train) [37][2760/3757] lr: 9.045e-03 eta: 1 day, 15:19:12 time: 0.252 data_time: 0.005 memory: 5036 grad_norm: 5.6830 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.8326 loss: 2.8326 2022/06/25 21:35:39 - mmengine - INFO - Epoch(train) [37][2780/3757] lr: 9.045e-03 eta: 1 day, 15:19:07 time: 0.390 data_time: 0.002 memory: 5036 grad_norm: 5.4311 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1001 loss: 3.1001 2022/06/25 21:35:44 - mmengine - INFO - Epoch(train) [37][2800/3757] lr: 9.045e-03 eta: 1 day, 15:19:01 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 5.1391 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.5860 loss: 3.5860 2022/06/25 21:35:49 - mmengine - INFO - Epoch(train) [37][2820/3757] lr: 9.045e-03 eta: 1 day, 15:18:55 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 4.9439 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.5597 loss: 3.5597 2022/06/25 21:35:54 - mmengine - INFO - Epoch(train) [37][2840/3757] lr: 9.045e-03 eta: 1 day, 15:18:49 time: 0.250 data_time: 0.005 memory: 5036 grad_norm: 4.7672 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.1687 loss: 3.1687 2022/06/25 21:35:59 - mmengine - INFO - Epoch(train) [37][2860/3757] lr: 9.045e-03 eta: 1 day, 15:18:44 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 5.3395 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.6489 loss: 2.6489 2022/06/25 21:36:04 - mmengine - INFO - Epoch(train) [37][2880/3757] lr: 9.045e-03 eta: 1 day, 15:18:38 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 5.1908 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.9935 loss: 2.9935 2022/06/25 21:36:10 - mmengine - INFO - Epoch(train) [37][2900/3757] lr: 9.045e-03 eta: 1 day, 15:18:32 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 5.6133 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.2103 loss: 3.2103 2022/06/25 21:36:15 - mmengine - INFO - Epoch(train) [37][2920/3757] lr: 9.045e-03 eta: 1 day, 15:18:26 time: 0.250 data_time: 0.005 memory: 5036 grad_norm: 6.2178 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0892 loss: 3.0892 2022/06/25 21:36:20 - mmengine - INFO - Epoch(train) [37][2940/3757] lr: 9.045e-03 eta: 1 day, 15:18:21 time: 0.260 data_time: 0.002 memory: 5036 grad_norm: 5.3349 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.2367 loss: 3.2367 2022/06/25 21:36:25 - mmengine - INFO - Epoch(train) [37][2960/3757] lr: 9.045e-03 eta: 1 day, 15:18:15 time: 0.271 data_time: 0.002 memory: 5036 grad_norm: 5.3732 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9603 loss: 2.9603 2022/06/25 21:36:30 - mmengine - INFO - Epoch(train) [37][2980/3757] lr: 9.045e-03 eta: 1 day, 15:18:11 time: 0.259 data_time: 0.021 memory: 5036 grad_norm: 5.7689 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.8753 loss: 2.8753 2022/06/25 21:36:36 - mmengine - INFO - Epoch(train) [37][3000/3757] lr: 9.045e-03 eta: 1 day, 15:18:05 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 5.1465 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.2084 loss: 3.2084 2022/06/25 21:36:41 - mmengine - INFO - Epoch(train) [37][3020/3757] lr: 9.045e-03 eta: 1 day, 15:18:01 time: 0.255 data_time: 0.014 memory: 5036 grad_norm: 5.5513 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1280 loss: 3.1280 2022/06/25 21:36:46 - mmengine - INFO - Epoch(train) [37][3040/3757] lr: 9.045e-03 eta: 1 day, 15:17:55 time: 0.264 data_time: 0.002 memory: 5036 grad_norm: 5.0197 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1384 loss: 3.1384 2022/06/25 21:36:52 - mmengine - INFO - Epoch(train) [37][3060/3757] lr: 9.045e-03 eta: 1 day, 15:17:50 time: 0.253 data_time: 0.016 memory: 5036 grad_norm: 5.5581 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8524 loss: 2.8524 2022/06/25 21:36:57 - mmengine - INFO - Epoch(train) [37][3080/3757] lr: 9.045e-03 eta: 1 day, 15:17:44 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 5.6052 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.2837 loss: 3.2837 2022/06/25 21:37:02 - mmengine - INFO - Epoch(train) [37][3100/3757] lr: 9.045e-03 eta: 1 day, 15:17:41 time: 0.261 data_time: 0.017 memory: 5036 grad_norm: 5.3122 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1001 loss: 3.1001 2022/06/25 21:37:08 - mmengine - INFO - Epoch(train) [37][3120/3757] lr: 9.045e-03 eta: 1 day, 15:17:35 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 5.3840 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.2234 loss: 3.2234 2022/06/25 21:37:13 - mmengine - INFO - Epoch(train) [37][3140/3757] lr: 9.045e-03 eta: 1 day, 15:17:29 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 5.5235 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0049 loss: 3.0049 2022/06/25 21:37:18 - mmengine - INFO - Epoch(train) [37][3160/3757] lr: 9.045e-03 eta: 1 day, 15:17:23 time: 0.246 data_time: 0.008 memory: 5036 grad_norm: 5.4788 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0069 loss: 3.0069 2022/06/25 21:37:24 - mmengine - INFO - Epoch(train) [37][3180/3757] lr: 9.045e-03 eta: 1 day, 15:17:20 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 5.6302 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.1377 loss: 3.1377 2022/06/25 21:37:29 - mmengine - INFO - Epoch(train) [37][3200/3757] lr: 9.045e-03 eta: 1 day, 15:17:14 time: 0.252 data_time: 0.011 memory: 5036 grad_norm: 5.6446 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1986 loss: 3.1986 2022/06/25 21:37:34 - mmengine - INFO - Epoch(train) [37][3220/3757] lr: 9.045e-03 eta: 1 day, 15:17:09 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 5.3834 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.1919 loss: 3.1919 2022/06/25 21:37:40 - mmengine - INFO - Epoch(train) [37][3240/3757] lr: 9.045e-03 eta: 1 day, 15:17:06 time: 0.254 data_time: 0.010 memory: 5036 grad_norm: 4.9094 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 2.9228 loss: 2.9228 2022/06/25 21:37:45 - mmengine - INFO - Epoch(train) [37][3260/3757] lr: 9.045e-03 eta: 1 day, 15:17:00 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 5.5957 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.0473 loss: 3.0473 2022/06/25 21:37:50 - mmengine - INFO - Epoch(train) [37][3280/3757] lr: 9.045e-03 eta: 1 day, 15:16:54 time: 0.258 data_time: 0.010 memory: 5036 grad_norm: 5.6558 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.3755 loss: 3.3755 2022/06/25 21:37:55 - mmengine - INFO - Epoch(train) [37][3300/3757] lr: 9.045e-03 eta: 1 day, 15:16:49 time: 0.244 data_time: 0.006 memory: 5036 grad_norm: 5.3026 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.2971 loss: 3.2971 2022/06/25 21:38:01 - mmengine - INFO - Epoch(train) [37][3320/3757] lr: 9.045e-03 eta: 1 day, 15:16:46 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 5.1873 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.7374 loss: 2.7374 2022/06/25 21:38:06 - mmengine - INFO - Epoch(train) [37][3340/3757] lr: 9.045e-03 eta: 1 day, 15:16:40 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 11.2828 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9565 loss: 2.9565 2022/06/25 21:38:12 - mmengine - INFO - Epoch(train) [37][3360/3757] lr: 9.045e-03 eta: 1 day, 15:16:34 time: 0.244 data_time: 0.006 memory: 5036 grad_norm: 5.8729 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1656 loss: 3.1656 2022/06/25 21:38:17 - mmengine - INFO - Epoch(train) [37][3380/3757] lr: 9.045e-03 eta: 1 day, 15:16:29 time: 0.252 data_time: 0.008 memory: 5036 grad_norm: 5.5208 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0679 loss: 3.0679 2022/06/25 21:38:22 - mmengine - INFO - Epoch(train) [37][3400/3757] lr: 9.045e-03 eta: 1 day, 15:16:25 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 5.6591 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0877 loss: 3.0877 2022/06/25 21:38:27 - mmengine - INFO - Epoch(train) [37][3420/3757] lr: 9.045e-03 eta: 1 day, 15:16:19 time: 0.256 data_time: 0.005 memory: 5036 grad_norm: 5.3622 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.4082 loss: 2.4082 2022/06/25 21:38:33 - mmengine - INFO - Epoch(train) [37][3440/3757] lr: 9.045e-03 eta: 1 day, 15:16:13 time: 0.250 data_time: 0.005 memory: 5036 grad_norm: 5.8967 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.1535 loss: 3.1535 2022/06/25 21:38:38 - mmengine - INFO - Epoch(train) [37][3460/3757] lr: 9.045e-03 eta: 1 day, 15:16:07 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 4.8627 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9877 loss: 2.9877 2022/06/25 21:38:44 - mmengine - INFO - Epoch(train) [37][3480/3757] lr: 9.045e-03 eta: 1 day, 15:16:05 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 5.2216 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7383 loss: 2.7383 2022/06/25 21:38:49 - mmengine - INFO - Epoch(train) [37][3500/3757] lr: 9.045e-03 eta: 1 day, 15:16:00 time: 0.446 data_time: 0.197 memory: 5036 grad_norm: 5.4759 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.0256 loss: 3.0256 2022/06/25 21:38:54 - mmengine - INFO - Epoch(train) [37][3520/3757] lr: 9.045e-03 eta: 1 day, 15:15:53 time: 0.248 data_time: 0.005 memory: 5036 grad_norm: 5.0185 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2902 loss: 3.2902 2022/06/25 21:39:00 - mmengine - INFO - Epoch(train) [37][3540/3757] lr: 9.045e-03 eta: 1 day, 15:15:51 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 5.8289 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6588 loss: 2.6588 2022/06/25 21:39:05 - mmengine - INFO - Epoch(train) [37][3560/3757] lr: 9.045e-03 eta: 1 day, 15:15:45 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 5.1800 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.0035 loss: 3.0035 2022/06/25 21:39:10 - mmengine - INFO - Epoch(train) [37][3580/3757] lr: 9.045e-03 eta: 1 day, 15:15:40 time: 0.247 data_time: 0.009 memory: 5036 grad_norm: 5.3392 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.1479 loss: 3.1479 2022/06/25 21:39:15 - mmengine - INFO - Epoch(train) [37][3600/3757] lr: 9.045e-03 eta: 1 day, 15:15:33 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 5.7852 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.7623 loss: 2.7623 2022/06/25 21:39:20 - mmengine - INFO - Epoch(train) [37][3620/3757] lr: 9.045e-03 eta: 1 day, 15:15:27 time: 0.246 data_time: 0.005 memory: 5036 grad_norm: 4.5973 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7262 loss: 2.7262 2022/06/25 21:39:25 - mmengine - INFO - Epoch(train) [37][3640/3757] lr: 9.045e-03 eta: 1 day, 15:15:21 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 6.2458 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2781 loss: 3.2781 2022/06/25 21:39:31 - mmengine - INFO - Epoch(train) [37][3660/3757] lr: 9.045e-03 eta: 1 day, 15:15:16 time: 0.254 data_time: 0.011 memory: 5036 grad_norm: 6.0509 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9357 loss: 2.9357 2022/06/25 21:39:36 - mmengine - INFO - Epoch(train) [37][3680/3757] lr: 9.045e-03 eta: 1 day, 15:15:10 time: 0.251 data_time: 0.009 memory: 5036 grad_norm: 4.9044 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7661 loss: 2.7661 2022/06/25 21:39:41 - mmengine - INFO - Epoch(train) [37][3700/3757] lr: 9.045e-03 eta: 1 day, 15:15:06 time: 0.249 data_time: 0.008 memory: 5036 grad_norm: 5.7109 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8648 loss: 2.8648 2022/06/25 21:39:46 - mmengine - INFO - Epoch(train) [37][3720/3757] lr: 9.045e-03 eta: 1 day, 15:15:00 time: 0.255 data_time: 0.015 memory: 5036 grad_norm: 4.7951 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.7618 loss: 2.7618 2022/06/25 21:39:52 - mmengine - INFO - Epoch(train) [37][3740/3757] lr: 9.045e-03 eta: 1 day, 15:14:55 time: 0.236 data_time: 0.005 memory: 5036 grad_norm: 5.3159 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1887 loss: 3.1887 2022/06/25 21:39:54 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 21:39:56 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 21:39:56 - mmengine - INFO - Saving checkpoint at 37 epochs 2022/06/25 21:40:09 - mmengine - INFO - Epoch(val) [37][20/310] eta: 0:01:43 time: 0.114 data_time: 0.008 memory: 5036 2022/06/25 21:40:14 - mmengine - INFO - Epoch(val) [37][40/310] eta: 0:01:33 time: 0.114 data_time: 0.002 memory: 1723 2022/06/25 21:40:18 - mmengine - INFO - Epoch(val) [37][60/310] eta: 0:00:27 time: 0.103 data_time: 0.002 memory: 1723 2022/06/25 21:40:23 - mmengine - INFO - Epoch(val) [37][80/310] eta: 0:00:24 time: 0.108 data_time: 0.001 memory: 1723 2022/06/25 21:40:30 - mmengine - INFO - Epoch(val) [37][100/310] eta: 0:01:13 time: 0.108 data_time: 0.001 memory: 1723 2022/06/25 21:40:35 - mmengine - INFO - Epoch(val) [37][120/310] eta: 0:01:10 time: 0.111 data_time: 0.004 memory: 1723 2022/06/25 21:40:39 - mmengine - INFO - Epoch(val) [37][140/310] eta: 0:00:19 time: 0.109 data_time: 0.001 memory: 1723 2022/06/25 21:40:44 - mmengine - INFO - Epoch(val) [37][160/310] eta: 0:00:15 time: 0.103 data_time: 0.001 memory: 1723 2022/06/25 21:40:51 - mmengine - INFO - Epoch(val) [37][180/310] eta: 0:00:43 time: 0.112 data_time: 0.008 memory: 1723 2022/06/25 21:40:55 - mmengine - INFO - Epoch(val) [37][200/310] eta: 0:00:38 time: 0.103 data_time: 0.002 memory: 1723 2022/06/25 21:41:00 - mmengine - INFO - Epoch(val) [37][220/310] eta: 0:00:12 time: 0.102 data_time: 0.001 memory: 1723 2022/06/25 21:41:05 - mmengine - INFO - Epoch(val) [37][240/310] eta: 0:00:07 time: 0.109 data_time: 0.001 memory: 1723 2022/06/25 21:41:12 - mmengine - INFO - Epoch(val) [37][260/310] eta: 0:00:17 time: 0.391 data_time: 0.285 memory: 1723 2022/06/25 21:41:16 - mmengine - INFO - Epoch(val) [37][280/310] eta: 0:00:08 time: 0.108 data_time: 0.001 memory: 1723 2022/06/25 21:41:18 - mmengine - INFO - Epoch(val) [37][300/310] eta: 0:00:01 time: 0.102 data_time: 0.001 memory: 1723 2022/06/25 21:41:20 - mmengine - INFO - Epoch(val) [37][310/310] acc/top1: 0.4051 acc/top5: 0.6739 acc/mean1: 0.4050 2022/06/25 21:41:30 - mmengine - INFO - Epoch(train) [38][20/3757] lr: 8.993e-03 eta: 1 day, 15:14:54 time: 0.274 data_time: 0.003 memory: 5036 grad_norm: 5.0404 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0353 loss: 3.0353 2022/06/25 21:41:36 - mmengine - INFO - Epoch(train) [38][40/3757] lr: 8.993e-03 eta: 1 day, 15:14:49 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 5.5344 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0994 loss: 3.0994 2022/06/25 21:41:41 - mmengine - INFO - Epoch(train) [38][60/3757] lr: 8.993e-03 eta: 1 day, 15:14:46 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 4.9691 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0860 loss: 3.0860 2022/06/25 21:41:46 - mmengine - INFO - Epoch(train) [38][80/3757] lr: 8.993e-03 eta: 1 day, 15:14:40 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 5.7069 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9090 loss: 2.9090 2022/06/25 21:41:52 - mmengine - INFO - Epoch(train) [38][100/3757] lr: 8.993e-03 eta: 1 day, 15:14:35 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 4.9083 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8986 loss: 2.8986 2022/06/25 21:41:57 - mmengine - INFO - Epoch(train) [38][120/3757] lr: 8.993e-03 eta: 1 day, 15:14:29 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 5.4475 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.0801 loss: 3.0801 2022/06/25 21:42:02 - mmengine - INFO - Epoch(train) [38][140/3757] lr: 8.993e-03 eta: 1 day, 15:14:24 time: 0.240 data_time: 0.003 memory: 5036 grad_norm: 4.9737 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.9644 loss: 2.9644 2022/06/25 21:42:07 - mmengine - INFO - Epoch(train) [38][160/3757] lr: 8.993e-03 eta: 1 day, 15:14:18 time: 0.245 data_time: 0.006 memory: 5036 grad_norm: 5.1302 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1027 loss: 3.1027 2022/06/25 21:42:12 - mmengine - INFO - Epoch(train) [38][180/3757] lr: 8.993e-03 eta: 1 day, 15:14:13 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 5.6139 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7120 loss: 2.7120 2022/06/25 21:42:18 - mmengine - INFO - Epoch(train) [38][200/3757] lr: 8.993e-03 eta: 1 day, 15:14:07 time: 0.270 data_time: 0.003 memory: 5036 grad_norm: 5.5189 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0633 loss: 3.0633 2022/06/25 21:42:24 - mmengine - INFO - Epoch(train) [38][220/3757] lr: 8.993e-03 eta: 1 day, 15:14:04 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 5.2361 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.7621 loss: 3.7621 2022/06/25 21:42:29 - mmengine - INFO - Epoch(train) [38][240/3757] lr: 8.993e-03 eta: 1 day, 15:13:58 time: 0.249 data_time: 0.009 memory: 5036 grad_norm: 6.3335 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.5914 loss: 2.5914 2022/06/25 21:42:34 - mmengine - INFO - Epoch(train) [38][260/3757] lr: 8.993e-03 eta: 1 day, 15:13:53 time: 0.263 data_time: 0.002 memory: 5036 grad_norm: 5.3159 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.3224 loss: 3.3224 2022/06/25 21:42:39 - mmengine - INFO - Epoch(train) [38][280/3757] lr: 8.993e-03 eta: 1 day, 15:13:48 time: 0.245 data_time: 0.003 memory: 5036 grad_norm: 5.6292 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0935 loss: 3.0935 2022/06/25 21:42:44 - mmengine - INFO - Epoch(train) [38][300/3757] lr: 8.993e-03 eta: 1 day, 15:13:43 time: 0.245 data_time: 0.005 memory: 5036 grad_norm: 5.6415 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.0213 loss: 3.0213 2022/06/25 21:42:50 - mmengine - INFO - Epoch(train) [38][320/3757] lr: 8.993e-03 eta: 1 day, 15:13:37 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 5.0215 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2459 loss: 3.2459 2022/06/25 21:42:55 - mmengine - INFO - Epoch(train) [38][340/3757] lr: 8.993e-03 eta: 1 day, 15:13:32 time: 0.259 data_time: 0.002 memory: 5036 grad_norm: 4.7910 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.3037 loss: 3.3037 2022/06/25 21:43:00 - mmengine - INFO - Epoch(train) [38][360/3757] lr: 8.993e-03 eta: 1 day, 15:13:26 time: 0.256 data_time: 0.002 memory: 5036 grad_norm: 4.8469 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2119 loss: 3.2119 2022/06/25 21:43:05 - mmengine - INFO - Epoch(train) [38][380/3757] lr: 8.993e-03 eta: 1 day, 15:13:20 time: 0.250 data_time: 0.009 memory: 5036 grad_norm: 4.3474 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.2181 loss: 3.2181 2022/06/25 21:43:11 - mmengine - INFO - Epoch(train) [38][400/3757] lr: 8.993e-03 eta: 1 day, 15:13:17 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 4.4804 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.7327 loss: 2.7327 2022/06/25 21:43:16 - mmengine - INFO - Epoch(train) [38][420/3757] lr: 8.993e-03 eta: 1 day, 15:13:11 time: 0.252 data_time: 0.013 memory: 5036 grad_norm: 5.3658 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1373 loss: 3.1373 2022/06/25 21:43:21 - mmengine - INFO - Epoch(train) [38][440/3757] lr: 8.993e-03 eta: 1 day, 15:13:05 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 5.7100 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.0169 loss: 3.0169 2022/06/25 21:43:26 - mmengine - INFO - Epoch(train) [38][460/3757] lr: 8.993e-03 eta: 1 day, 15:13:00 time: 0.250 data_time: 0.008 memory: 5036 grad_norm: 5.9849 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.3114 loss: 3.3114 2022/06/25 21:43:31 - mmengine - INFO - Epoch(train) [38][480/3757] lr: 8.993e-03 eta: 1 day, 15:12:54 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 5.3852 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2253 loss: 3.2253 2022/06/25 21:43:37 - mmengine - INFO - Epoch(train) [38][500/3757] lr: 8.993e-03 eta: 1 day, 15:12:48 time: 0.255 data_time: 0.017 memory: 5036 grad_norm: 5.4670 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.7592 loss: 2.7592 2022/06/25 21:43:42 - mmengine - INFO - Epoch(train) [38][520/3757] lr: 8.993e-03 eta: 1 day, 15:12:42 time: 0.258 data_time: 0.021 memory: 5036 grad_norm: 5.6168 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7812 loss: 2.7812 2022/06/25 21:43:47 - mmengine - INFO - Epoch(train) [38][540/3757] lr: 8.993e-03 eta: 1 day, 15:12:37 time: 0.252 data_time: 0.011 memory: 5036 grad_norm: 5.8710 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0749 loss: 3.0749 2022/06/25 21:43:52 - mmengine - INFO - Epoch(train) [38][560/3757] lr: 8.993e-03 eta: 1 day, 15:12:32 time: 0.257 data_time: 0.008 memory: 5036 grad_norm: 5.2601 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7503 loss: 2.7503 2022/06/25 21:43:58 - mmengine - INFO - Epoch(train) [38][580/3757] lr: 8.993e-03 eta: 1 day, 15:12:27 time: 0.266 data_time: 0.018 memory: 5036 grad_norm: 4.8118 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.1695 loss: 3.1695 2022/06/25 21:44:03 - mmengine - INFO - Epoch(train) [38][600/3757] lr: 8.993e-03 eta: 1 day, 15:12:21 time: 0.274 data_time: 0.003 memory: 5036 grad_norm: 5.7313 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.7875 loss: 2.7875 2022/06/25 21:44:08 - mmengine - INFO - Epoch(train) [38][620/3757] lr: 8.993e-03 eta: 1 day, 15:12:16 time: 0.260 data_time: 0.018 memory: 5036 grad_norm: 5.3136 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.0966 loss: 3.0966 2022/06/25 21:44:13 - mmengine - INFO - Epoch(train) [38][640/3757] lr: 8.993e-03 eta: 1 day, 15:12:11 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 5.3706 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0794 loss: 3.0794 2022/06/25 21:44:19 - mmengine - INFO - Epoch(train) [38][660/3757] lr: 8.993e-03 eta: 1 day, 15:12:06 time: 0.261 data_time: 0.019 memory: 5036 grad_norm: 5.6463 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 3.0439 loss: 3.0439 2022/06/25 21:44:24 - mmengine - INFO - Epoch(train) [38][680/3757] lr: 8.993e-03 eta: 1 day, 15:12:00 time: 0.265 data_time: 0.002 memory: 5036 grad_norm: 5.7374 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0281 loss: 3.0281 2022/06/25 21:44:30 - mmengine - INFO - Epoch(train) [38][700/3757] lr: 8.993e-03 eta: 1 day, 15:11:58 time: 0.368 data_time: 0.003 memory: 5036 grad_norm: 5.7087 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.2157 loss: 3.2157 2022/06/25 21:44:35 - mmengine - INFO - Epoch(train) [38][720/3757] lr: 8.993e-03 eta: 1 day, 15:11:52 time: 0.251 data_time: 0.005 memory: 5036 grad_norm: 6.4547 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.0165 loss: 3.0165 2022/06/25 21:44:40 - mmengine - INFO - Epoch(train) [38][740/3757] lr: 8.993e-03 eta: 1 day, 15:11:46 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 6.0896 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.9172 loss: 2.9172 2022/06/25 21:44:45 - mmengine - INFO - Epoch(train) [38][760/3757] lr: 8.993e-03 eta: 1 day, 15:11:40 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 4.6128 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.0644 loss: 3.0644 2022/06/25 21:44:51 - mmengine - INFO - Epoch(train) [38][780/3757] lr: 8.993e-03 eta: 1 day, 15:11:35 time: 0.251 data_time: 0.008 memory: 5036 grad_norm: 5.6973 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4961 loss: 2.4961 2022/06/25 21:44:56 - mmengine - INFO - Epoch(train) [38][800/3757] lr: 8.993e-03 eta: 1 day, 15:11:29 time: 0.251 data_time: 0.011 memory: 5036 grad_norm: 5.7617 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.6952 loss: 2.6952 2022/06/25 21:45:01 - mmengine - INFO - Epoch(train) [38][820/3757] lr: 8.993e-03 eta: 1 day, 15:11:24 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 6.7023 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.4544 loss: 3.4544 2022/06/25 21:45:06 - mmengine - INFO - Epoch(train) [38][840/3757] lr: 8.993e-03 eta: 1 day, 15:11:18 time: 0.283 data_time: 0.002 memory: 5036 grad_norm: 6.2074 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 3.0023 loss: 3.0023 2022/06/25 21:45:11 - mmengine - INFO - Epoch(train) [38][860/3757] lr: 8.993e-03 eta: 1 day, 15:11:13 time: 0.253 data_time: 0.016 memory: 5036 grad_norm: 5.3976 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.9602 loss: 2.9602 2022/06/25 21:45:16 - mmengine - INFO - Epoch(train) [38][880/3757] lr: 8.993e-03 eta: 1 day, 15:11:07 time: 0.251 data_time: 0.012 memory: 5036 grad_norm: 5.3484 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8185 loss: 2.8185 2022/06/25 21:45:22 - mmengine - INFO - Epoch(train) [38][900/3757] lr: 8.993e-03 eta: 1 day, 15:11:01 time: 0.252 data_time: 0.005 memory: 5036 grad_norm: 5.9354 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.3956 loss: 3.3956 2022/06/25 21:45:27 - mmengine - INFO - Epoch(train) [38][920/3757] lr: 8.993e-03 eta: 1 day, 15:10:55 time: 0.277 data_time: 0.003 memory: 5036 grad_norm: 5.1459 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.5088 loss: 3.5088 2022/06/25 21:45:33 - mmengine - INFO - Epoch(train) [38][940/3757] lr: 8.993e-03 eta: 1 day, 15:10:52 time: 0.260 data_time: 0.017 memory: 5036 grad_norm: 7.5455 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.2695 loss: 3.2695 2022/06/25 21:45:38 - mmengine - INFO - Epoch(train) [38][960/3757] lr: 8.993e-03 eta: 1 day, 15:10:46 time: 0.248 data_time: 0.005 memory: 5036 grad_norm: 5.3700 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9577 loss: 2.9577 2022/06/25 21:45:43 - mmengine - INFO - Epoch(train) [38][980/3757] lr: 8.993e-03 eta: 1 day, 15:10:41 time: 0.249 data_time: 0.005 memory: 5036 grad_norm: 6.7541 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1408 loss: 3.1408 2022/06/25 21:45:46 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 21:45:48 - mmengine - INFO - Epoch(train) [38][1000/3757] lr: 8.993e-03 eta: 1 day, 15:10:35 time: 0.269 data_time: 0.005 memory: 5036 grad_norm: 6.5318 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.9497 loss: 2.9497 2022/06/25 21:45:53 - mmengine - INFO - Epoch(train) [38][1020/3757] lr: 8.993e-03 eta: 1 day, 15:10:30 time: 0.253 data_time: 0.010 memory: 5036 grad_norm: 5.8690 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8346 loss: 2.8346 2022/06/25 21:45:58 - mmengine - INFO - Epoch(train) [38][1040/3757] lr: 8.993e-03 eta: 1 day, 15:10:25 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 6.6550 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 3.1453 loss: 3.1453 2022/06/25 21:46:04 - mmengine - INFO - Epoch(train) [38][1060/3757] lr: 8.993e-03 eta: 1 day, 15:10:19 time: 0.246 data_time: 0.006 memory: 5036 grad_norm: 5.5329 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 3.2006 loss: 3.2006 2022/06/25 21:46:09 - mmengine - INFO - Epoch(train) [38][1080/3757] lr: 8.993e-03 eta: 1 day, 15:10:14 time: 0.277 data_time: 0.005 memory: 5036 grad_norm: 5.6036 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7868 loss: 2.7868 2022/06/25 21:46:14 - mmengine - INFO - Epoch(train) [38][1100/3757] lr: 8.993e-03 eta: 1 day, 15:10:09 time: 0.266 data_time: 0.008 memory: 5036 grad_norm: 6.2043 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.0095 loss: 3.0095 2022/06/25 21:46:20 - mmengine - INFO - Epoch(train) [38][1120/3757] lr: 8.993e-03 eta: 1 day, 15:10:04 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 4.9157 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 3.1895 loss: 3.1895 2022/06/25 21:46:25 - mmengine - INFO - Epoch(train) [38][1140/3757] lr: 8.993e-03 eta: 1 day, 15:09:58 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 5.0261 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0638 loss: 3.0638 2022/06/25 21:46:30 - mmengine - INFO - Epoch(train) [38][1160/3757] lr: 8.993e-03 eta: 1 day, 15:09:54 time: 0.277 data_time: 0.005 memory: 5036 grad_norm: 4.8997 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.7200 loss: 2.7200 2022/06/25 21:46:36 - mmengine - INFO - Epoch(train) [38][1180/3757] lr: 8.993e-03 eta: 1 day, 15:09:48 time: 0.250 data_time: 0.010 memory: 5036 grad_norm: 5.8963 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.0788 loss: 3.0788 2022/06/25 21:46:41 - mmengine - INFO - Epoch(train) [38][1200/3757] lr: 8.993e-03 eta: 1 day, 15:09:43 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 5.1529 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1654 loss: 3.1654 2022/06/25 21:46:46 - mmengine - INFO - Epoch(train) [38][1220/3757] lr: 8.993e-03 eta: 1 day, 15:09:37 time: 0.265 data_time: 0.008 memory: 5036 grad_norm: 5.5831 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1636 loss: 3.1636 2022/06/25 21:46:51 - mmengine - INFO - Epoch(train) [38][1240/3757] lr: 8.993e-03 eta: 1 day, 15:09:33 time: 0.262 data_time: 0.005 memory: 5036 grad_norm: 5.0660 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.2376 loss: 3.2376 2022/06/25 21:46:57 - mmengine - INFO - Epoch(train) [38][1260/3757] lr: 8.993e-03 eta: 1 day, 15:09:27 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 4.6770 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.3329 loss: 3.3329 2022/06/25 21:47:02 - mmengine - INFO - Epoch(train) [38][1280/3757] lr: 8.993e-03 eta: 1 day, 15:09:22 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 5.0591 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2106 loss: 3.2106 2022/06/25 21:47:07 - mmengine - INFO - Epoch(train) [38][1300/3757] lr: 8.993e-03 eta: 1 day, 15:09:16 time: 0.251 data_time: 0.007 memory: 5036 grad_norm: 5.6725 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.9307 loss: 2.9307 2022/06/25 21:47:12 - mmengine - INFO - Epoch(train) [38][1320/3757] lr: 8.993e-03 eta: 1 day, 15:09:10 time: 0.250 data_time: 0.005 memory: 5036 grad_norm: 4.9530 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.1032 loss: 3.1032 2022/06/25 21:47:17 - mmengine - INFO - Epoch(train) [38][1340/3757] lr: 8.993e-03 eta: 1 day, 15:09:04 time: 0.246 data_time: 0.005 memory: 5036 grad_norm: 5.3185 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.4465 loss: 3.4465 2022/06/25 21:47:22 - mmengine - INFO - Epoch(train) [38][1360/3757] lr: 8.993e-03 eta: 1 day, 15:08:58 time: 0.256 data_time: 0.002 memory: 5036 grad_norm: 5.3944 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.3939 loss: 3.3939 2022/06/25 21:47:27 - mmengine - INFO - Epoch(train) [38][1380/3757] lr: 8.993e-03 eta: 1 day, 15:08:52 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 5.3644 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8199 loss: 2.8199 2022/06/25 21:47:33 - mmengine - INFO - Epoch(train) [38][1400/3757] lr: 8.993e-03 eta: 1 day, 15:08:49 time: 0.263 data_time: 0.005 memory: 5036 grad_norm: 5.6439 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.5344 loss: 2.5344 2022/06/25 21:47:38 - mmengine - INFO - Epoch(train) [38][1420/3757] lr: 8.993e-03 eta: 1 day, 15:08:43 time: 0.251 data_time: 0.008 memory: 5036 grad_norm: 5.0717 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.9850 loss: 2.9850 2022/06/25 21:47:43 - mmengine - INFO - Epoch(train) [38][1440/3757] lr: 8.993e-03 eta: 1 day, 15:08:38 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 5.7825 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.9143 loss: 2.9143 2022/06/25 21:47:49 - mmengine - INFO - Epoch(train) [38][1460/3757] lr: 8.993e-03 eta: 1 day, 15:08:32 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 5.2652 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9306 loss: 2.9306 2022/06/25 21:47:54 - mmengine - INFO - Epoch(train) [38][1480/3757] lr: 8.993e-03 eta: 1 day, 15:08:28 time: 0.254 data_time: 0.005 memory: 5036 grad_norm: 5.6155 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7009 loss: 2.7009 2022/06/25 21:47:59 - mmengine - INFO - Epoch(train) [38][1500/3757] lr: 8.993e-03 eta: 1 day, 15:08:22 time: 0.353 data_time: 0.006 memory: 5036 grad_norm: 5.9372 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0784 loss: 3.0784 2022/06/25 21:48:04 - mmengine - INFO - Epoch(train) [38][1520/3757] lr: 8.993e-03 eta: 1 day, 15:08:16 time: 0.247 data_time: 0.009 memory: 5036 grad_norm: 5.9949 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.7713 loss: 2.7713 2022/06/25 21:48:10 - mmengine - INFO - Epoch(train) [38][1540/3757] lr: 8.993e-03 eta: 1 day, 15:08:12 time: 0.344 data_time: 0.002 memory: 5036 grad_norm: 5.4139 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1823 loss: 3.1823 2022/06/25 21:48:15 - mmengine - INFO - Epoch(train) [38][1560/3757] lr: 8.993e-03 eta: 1 day, 15:08:07 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 5.5008 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6782 loss: 2.6782 2022/06/25 21:48:20 - mmengine - INFO - Epoch(train) [38][1580/3757] lr: 8.993e-03 eta: 1 day, 15:08:01 time: 0.246 data_time: 0.006 memory: 5036 grad_norm: 5.0245 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.5093 loss: 3.5093 2022/06/25 21:48:25 - mmengine - INFO - Epoch(train) [38][1600/3757] lr: 8.993e-03 eta: 1 day, 15:07:55 time: 0.246 data_time: 0.006 memory: 5036 grad_norm: 4.9682 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.2064 loss: 3.2064 2022/06/25 21:48:31 - mmengine - INFO - Epoch(train) [38][1620/3757] lr: 8.993e-03 eta: 1 day, 15:07:51 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 5.4283 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 3.0654 loss: 3.0654 2022/06/25 21:48:36 - mmengine - INFO - Epoch(train) [38][1640/3757] lr: 8.993e-03 eta: 1 day, 15:07:45 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 4.9687 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8012 loss: 2.8012 2022/06/25 21:48:41 - mmengine - INFO - Epoch(train) [38][1660/3757] lr: 8.993e-03 eta: 1 day, 15:07:39 time: 0.250 data_time: 0.005 memory: 5036 grad_norm: 5.5826 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.4666 loss: 2.4666 2022/06/25 21:48:46 - mmengine - INFO - Epoch(train) [38][1680/3757] lr: 8.993e-03 eta: 1 day, 15:07:33 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 4.9452 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.7568 loss: 2.7568 2022/06/25 21:48:52 - mmengine - INFO - Epoch(train) [38][1700/3757] lr: 8.993e-03 eta: 1 day, 15:07:28 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 4.5799 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.7194 loss: 2.7194 2022/06/25 21:48:57 - mmengine - INFO - Epoch(train) [38][1720/3757] lr: 8.993e-03 eta: 1 day, 15:07:22 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 5.2542 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1056 loss: 3.1056 2022/06/25 21:49:02 - mmengine - INFO - Epoch(train) [38][1740/3757] lr: 8.993e-03 eta: 1 day, 15:07:18 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 5.2367 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6345 loss: 2.6345 2022/06/25 21:49:07 - mmengine - INFO - Epoch(train) [38][1760/3757] lr: 8.993e-03 eta: 1 day, 15:07:12 time: 0.256 data_time: 0.011 memory: 5036 grad_norm: 5.0802 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.4777 loss: 3.4777 2022/06/25 21:49:13 - mmengine - INFO - Epoch(train) [38][1780/3757] lr: 8.993e-03 eta: 1 day, 15:07:07 time: 0.270 data_time: 0.032 memory: 5036 grad_norm: 5.5642 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8938 loss: 2.8938 2022/06/25 21:49:18 - mmengine - INFO - Epoch(train) [38][1800/3757] lr: 8.993e-03 eta: 1 day, 15:07:01 time: 0.246 data_time: 0.005 memory: 5036 grad_norm: 5.0190 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.3214 loss: 3.3214 2022/06/25 21:49:23 - mmengine - INFO - Epoch(train) [38][1820/3757] lr: 8.993e-03 eta: 1 day, 15:06:55 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 5.6702 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.1039 loss: 3.1039 2022/06/25 21:49:28 - mmengine - INFO - Epoch(train) [38][1840/3757] lr: 8.993e-03 eta: 1 day, 15:06:49 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 4.6079 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.6451 loss: 2.6451 2022/06/25 21:49:34 - mmengine - INFO - Epoch(train) [38][1860/3757] lr: 8.993e-03 eta: 1 day, 15:06:45 time: 0.256 data_time: 0.002 memory: 5036 grad_norm: 5.3662 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2076 loss: 3.2076 2022/06/25 21:49:39 - mmengine - INFO - Epoch(train) [38][1880/3757] lr: 8.993e-03 eta: 1 day, 15:06:40 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 5.9315 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1964 loss: 3.1964 2022/06/25 21:49:44 - mmengine - INFO - Epoch(train) [38][1900/3757] lr: 8.993e-03 eta: 1 day, 15:06:34 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 5.6360 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1575 loss: 3.1575 2022/06/25 21:49:49 - mmengine - INFO - Epoch(train) [38][1920/3757] lr: 8.993e-03 eta: 1 day, 15:06:28 time: 0.258 data_time: 0.002 memory: 5036 grad_norm: 5.0244 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1220 loss: 3.1220 2022/06/25 21:49:54 - mmengine - INFO - Epoch(train) [38][1940/3757] lr: 8.993e-03 eta: 1 day, 15:06:23 time: 0.252 data_time: 0.005 memory: 5036 grad_norm: 5.0853 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8311 loss: 2.8311 2022/06/25 21:49:59 - mmengine - INFO - Epoch(train) [38][1960/3757] lr: 8.993e-03 eta: 1 day, 15:06:17 time: 0.265 data_time: 0.005 memory: 5036 grad_norm: 5.2609 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2326 loss: 3.2326 2022/06/25 21:50:05 - mmengine - INFO - Epoch(train) [38][1980/3757] lr: 8.993e-03 eta: 1 day, 15:06:11 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 5.8155 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.6005 loss: 2.6005 2022/06/25 21:50:07 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 21:50:10 - mmengine - INFO - Epoch(train) [38][2000/3757] lr: 8.993e-03 eta: 1 day, 15:06:05 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 5.0973 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1949 loss: 3.1949 2022/06/25 21:50:15 - mmengine - INFO - Epoch(train) [38][2020/3757] lr: 8.993e-03 eta: 1 day, 15:05:59 time: 0.259 data_time: 0.005 memory: 5036 grad_norm: 5.0104 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9082 loss: 2.9082 2022/06/25 21:50:20 - mmengine - INFO - Epoch(train) [38][2040/3757] lr: 8.993e-03 eta: 1 day, 15:05:54 time: 0.249 data_time: 0.005 memory: 5036 grad_norm: 4.7969 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9917 loss: 2.9917 2022/06/25 21:50:25 - mmengine - INFO - Epoch(train) [38][2060/3757] lr: 8.993e-03 eta: 1 day, 15:05:48 time: 0.246 data_time: 0.005 memory: 5036 grad_norm: 4.9092 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.5833 loss: 2.5833 2022/06/25 21:50:31 - mmengine - INFO - Epoch(train) [38][2080/3757] lr: 8.993e-03 eta: 1 day, 15:05:44 time: 0.261 data_time: 0.009 memory: 5036 grad_norm: 5.5321 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1560 loss: 3.1560 2022/06/25 21:50:36 - mmengine - INFO - Epoch(train) [38][2100/3757] lr: 8.993e-03 eta: 1 day, 15:05:38 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 5.2741 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7541 loss: 2.7541 2022/06/25 21:50:41 - mmengine - INFO - Epoch(train) [38][2120/3757] lr: 8.993e-03 eta: 1 day, 15:05:33 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 4.7800 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1087 loss: 3.1087 2022/06/25 21:50:46 - mmengine - INFO - Epoch(train) [38][2140/3757] lr: 8.993e-03 eta: 1 day, 15:05:27 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 4.8553 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4958 loss: 2.4958 2022/06/25 21:50:52 - mmengine - INFO - Epoch(train) [38][2160/3757] lr: 8.993e-03 eta: 1 day, 15:05:24 time: 0.257 data_time: 0.012 memory: 5036 grad_norm: 5.9889 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.8294 loss: 2.8294 2022/06/25 21:50:57 - mmengine - INFO - Epoch(train) [38][2180/3757] lr: 8.993e-03 eta: 1 day, 15:05:19 time: 0.261 data_time: 0.002 memory: 5036 grad_norm: 5.0373 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.0137 loss: 3.0137 2022/06/25 21:51:03 - mmengine - INFO - Epoch(train) [38][2200/3757] lr: 8.993e-03 eta: 1 day, 15:05:13 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 5.2220 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 3.1760 loss: 3.1760 2022/06/25 21:51:08 - mmengine - INFO - Epoch(train) [38][2220/3757] lr: 8.993e-03 eta: 1 day, 15:05:08 time: 0.245 data_time: 0.005 memory: 5036 grad_norm: 5.3712 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.2339 loss: 3.2339 2022/06/25 21:51:13 - mmengine - INFO - Epoch(train) [38][2240/3757] lr: 8.993e-03 eta: 1 day, 15:05:05 time: 0.259 data_time: 0.014 memory: 5036 grad_norm: 5.4208 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.1148 loss: 3.1148 2022/06/25 21:51:19 - mmengine - INFO - Epoch(train) [38][2260/3757] lr: 8.993e-03 eta: 1 day, 15:04:59 time: 0.268 data_time: 0.002 memory: 5036 grad_norm: 5.3741 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 2.4952 loss: 2.4952 2022/06/25 21:51:24 - mmengine - INFO - Epoch(train) [38][2280/3757] lr: 8.993e-03 eta: 1 day, 15:04:53 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 5.2010 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.3985 loss: 3.3985 2022/06/25 21:51:29 - mmengine - INFO - Epoch(train) [38][2300/3757] lr: 8.993e-03 eta: 1 day, 15:04:47 time: 0.262 data_time: 0.002 memory: 5036 grad_norm: 5.7022 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.2451 loss: 3.2451 2022/06/25 21:51:34 - mmengine - INFO - Epoch(train) [38][2320/3757] lr: 8.993e-03 eta: 1 day, 15:04:41 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 5.2211 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8059 loss: 2.8059 2022/06/25 21:51:39 - mmengine - INFO - Epoch(train) [38][2340/3757] lr: 8.993e-03 eta: 1 day, 15:04:36 time: 0.247 data_time: 0.006 memory: 5036 grad_norm: 5.2186 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.4543 loss: 3.4543 2022/06/25 21:51:44 - mmengine - INFO - Epoch(train) [38][2360/3757] lr: 8.993e-03 eta: 1 day, 15:04:30 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 4.8642 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1374 loss: 3.1374 2022/06/25 21:51:49 - mmengine - INFO - Epoch(train) [38][2380/3757] lr: 8.993e-03 eta: 1 day, 15:04:24 time: 0.248 data_time: 0.011 memory: 5036 grad_norm: 4.7342 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0384 loss: 3.0384 2022/06/25 21:51:55 - mmengine - INFO - Epoch(train) [38][2400/3757] lr: 8.993e-03 eta: 1 day, 15:04:20 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 5.2174 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.0649 loss: 3.0649 2022/06/25 21:52:00 - mmengine - INFO - Epoch(train) [38][2420/3757] lr: 8.993e-03 eta: 1 day, 15:04:15 time: 0.245 data_time: 0.008 memory: 5036 grad_norm: 5.4408 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.5834 loss: 2.5834 2022/06/25 21:52:05 - mmengine - INFO - Epoch(train) [38][2440/3757] lr: 8.993e-03 eta: 1 day, 15:04:09 time: 0.243 data_time: 0.005 memory: 5036 grad_norm: 4.9321 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8728 loss: 2.8728 2022/06/25 21:52:11 - mmengine - INFO - Epoch(train) [38][2460/3757] lr: 8.993e-03 eta: 1 day, 15:04:05 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 5.3139 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.2078 loss: 3.2078 2022/06/25 21:52:16 - mmengine - INFO - Epoch(train) [38][2480/3757] lr: 8.993e-03 eta: 1 day, 15:04:00 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 5.4262 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.0565 loss: 3.0565 2022/06/25 21:52:22 - mmengine - INFO - Epoch(train) [38][2500/3757] lr: 8.993e-03 eta: 1 day, 15:03:55 time: 0.245 data_time: 0.006 memory: 5036 grad_norm: 4.6828 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.8071 loss: 2.8071 2022/06/25 21:52:27 - mmengine - INFO - Epoch(train) [38][2520/3757] lr: 8.993e-03 eta: 1 day, 15:03:49 time: 0.250 data_time: 0.005 memory: 5036 grad_norm: 5.9091 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7251 loss: 2.7251 2022/06/25 21:52:33 - mmengine - INFO - Epoch(train) [38][2540/3757] lr: 8.993e-03 eta: 1 day, 15:03:46 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 4.6556 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6322 loss: 2.6322 2022/06/25 21:52:38 - mmengine - INFO - Epoch(train) [38][2560/3757] lr: 8.993e-03 eta: 1 day, 15:03:40 time: 0.248 data_time: 0.008 memory: 5036 grad_norm: 5.4588 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.6479 loss: 2.6479 2022/06/25 21:52:43 - mmengine - INFO - Epoch(train) [38][2580/3757] lr: 8.993e-03 eta: 1 day, 15:03:34 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 5.3080 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.9247 loss: 2.9247 2022/06/25 21:52:48 - mmengine - INFO - Epoch(train) [38][2600/3757] lr: 8.993e-03 eta: 1 day, 15:03:28 time: 0.245 data_time: 0.003 memory: 5036 grad_norm: 5.5793 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.2928 loss: 3.2928 2022/06/25 21:52:53 - mmengine - INFO - Epoch(train) [38][2620/3757] lr: 8.993e-03 eta: 1 day, 15:03:23 time: 0.250 data_time: 0.005 memory: 5036 grad_norm: 5.0385 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.5294 loss: 3.5294 2022/06/25 21:52:58 - mmengine - INFO - Epoch(train) [38][2640/3757] lr: 8.993e-03 eta: 1 day, 15:03:17 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 6.3914 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.1912 loss: 3.1912 2022/06/25 21:53:03 - mmengine - INFO - Epoch(train) [38][2660/3757] lr: 8.993e-03 eta: 1 day, 15:03:11 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 5.7726 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.9959 loss: 2.9959 2022/06/25 21:53:08 - mmengine - INFO - Epoch(train) [38][2680/3757] lr: 8.993e-03 eta: 1 day, 15:03:05 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 5.2525 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0819 loss: 3.0819 2022/06/25 21:53:14 - mmengine - INFO - Epoch(train) [38][2700/3757] lr: 8.993e-03 eta: 1 day, 15:03:00 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 4.6350 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7370 loss: 2.7370 2022/06/25 21:53:19 - mmengine - INFO - Epoch(train) [38][2720/3757] lr: 8.993e-03 eta: 1 day, 15:02:54 time: 0.255 data_time: 0.005 memory: 5036 grad_norm: 5.3565 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 3.0847 loss: 3.0847 2022/06/25 21:53:24 - mmengine - INFO - Epoch(train) [38][2740/3757] lr: 8.993e-03 eta: 1 day, 15:02:48 time: 0.257 data_time: 0.012 memory: 5036 grad_norm: 5.8183 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1775 loss: 3.1775 2022/06/25 21:53:29 - mmengine - INFO - Epoch(train) [38][2760/3757] lr: 8.993e-03 eta: 1 day, 15:02:42 time: 0.257 data_time: 0.002 memory: 5036 grad_norm: 5.5342 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.8593 loss: 2.8593 2022/06/25 21:53:34 - mmengine - INFO - Epoch(train) [38][2780/3757] lr: 8.993e-03 eta: 1 day, 15:02:37 time: 0.252 data_time: 0.005 memory: 5036 grad_norm: 5.5487 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.8057 loss: 2.8057 2022/06/25 21:53:39 - mmengine - INFO - Epoch(train) [38][2800/3757] lr: 8.993e-03 eta: 1 day, 15:02:31 time: 0.245 data_time: 0.003 memory: 5036 grad_norm: 5.0718 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0871 loss: 3.0871 2022/06/25 21:53:45 - mmengine - INFO - Epoch(train) [38][2820/3757] lr: 8.993e-03 eta: 1 day, 15:02:25 time: 0.249 data_time: 0.008 memory: 5036 grad_norm: 4.8376 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.9594 loss: 2.9594 2022/06/25 21:53:50 - mmengine - INFO - Epoch(train) [38][2840/3757] lr: 8.993e-03 eta: 1 day, 15:02:19 time: 0.259 data_time: 0.008 memory: 5036 grad_norm: 5.0856 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.9512 loss: 2.9512 2022/06/25 21:53:55 - mmengine - INFO - Epoch(train) [38][2860/3757] lr: 8.993e-03 eta: 1 day, 15:02:14 time: 0.245 data_time: 0.003 memory: 5036 grad_norm: 5.6154 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8802 loss: 2.8802 2022/06/25 21:54:00 - mmengine - INFO - Epoch(train) [38][2880/3757] lr: 8.993e-03 eta: 1 day, 15:02:08 time: 0.268 data_time: 0.013 memory: 5036 grad_norm: 5.6222 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1564 loss: 3.1564 2022/06/25 21:54:05 - mmengine - INFO - Epoch(train) [38][2900/3757] lr: 8.993e-03 eta: 1 day, 15:02:03 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 5.9616 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.6263 loss: 2.6263 2022/06/25 21:54:11 - mmengine - INFO - Epoch(train) [38][2920/3757] lr: 8.993e-03 eta: 1 day, 15:01:59 time: 0.255 data_time: 0.012 memory: 5036 grad_norm: 5.3965 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.0787 loss: 3.0787 2022/06/25 21:54:16 - mmengine - INFO - Epoch(train) [38][2940/3757] lr: 8.993e-03 eta: 1 day, 15:01:53 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 4.9798 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8097 loss: 2.8097 2022/06/25 21:54:21 - mmengine - INFO - Epoch(train) [38][2960/3757] lr: 8.993e-03 eta: 1 day, 15:01:47 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 5.3573 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4630 loss: 2.4630 2022/06/25 21:54:26 - mmengine - INFO - Epoch(train) [38][2980/3757] lr: 8.993e-03 eta: 1 day, 15:01:42 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 5.3394 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.9814 loss: 2.9814 2022/06/25 21:54:29 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 21:54:32 - mmengine - INFO - Epoch(train) [38][3000/3757] lr: 8.993e-03 eta: 1 day, 15:01:36 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 6.2669 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8038 loss: 2.8038 2022/06/25 21:54:37 - mmengine - INFO - Epoch(train) [38][3020/3757] lr: 8.993e-03 eta: 1 day, 15:01:31 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 4.9230 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.0538 loss: 3.0538 2022/06/25 21:54:42 - mmengine - INFO - Epoch(train) [38][3040/3757] lr: 8.993e-03 eta: 1 day, 15:01:25 time: 0.251 data_time: 0.014 memory: 5036 grad_norm: 5.6932 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.8655 loss: 2.8655 2022/06/25 21:54:47 - mmengine - INFO - Epoch(train) [38][3060/3757] lr: 8.993e-03 eta: 1 day, 15:01:20 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 5.3814 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.7446 loss: 2.7446 2022/06/25 21:54:53 - mmengine - INFO - Epoch(train) [38][3080/3757] lr: 8.993e-03 eta: 1 day, 15:01:15 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 5.3113 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9088 loss: 2.9088 2022/06/25 21:54:58 - mmengine - INFO - Epoch(train) [38][3100/3757] lr: 8.993e-03 eta: 1 day, 15:01:10 time: 0.243 data_time: 0.003 memory: 5036 grad_norm: 4.8046 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1155 loss: 3.1155 2022/06/25 21:55:03 - mmengine - INFO - Epoch(train) [38][3120/3757] lr: 8.993e-03 eta: 1 day, 15:01:04 time: 0.249 data_time: 0.012 memory: 5036 grad_norm: 5.0128 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0875 loss: 3.0875 2022/06/25 21:55:08 - mmengine - INFO - Epoch(train) [38][3140/3757] lr: 8.993e-03 eta: 1 day, 15:00:58 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 5.1600 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9652 loss: 2.9652 2022/06/25 21:55:14 - mmengine - INFO - Epoch(train) [38][3160/3757] lr: 8.993e-03 eta: 1 day, 15:00:55 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 5.3578 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7013 loss: 2.7013 2022/06/25 21:55:19 - mmengine - INFO - Epoch(train) [38][3180/3757] lr: 8.993e-03 eta: 1 day, 15:00:50 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 5.6580 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2888 loss: 3.2888 2022/06/25 21:55:24 - mmengine - INFO - Epoch(train) [38][3200/3757] lr: 8.993e-03 eta: 1 day, 15:00:44 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 5.8729 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.3708 loss: 3.3708 2022/06/25 21:55:29 - mmengine - INFO - Epoch(train) [38][3220/3757] lr: 8.993e-03 eta: 1 day, 15:00:38 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 5.1824 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9251 loss: 2.9251 2022/06/25 21:55:35 - mmengine - INFO - Epoch(train) [38][3240/3757] lr: 8.993e-03 eta: 1 day, 15:00:34 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 5.2875 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.9239 loss: 2.9239 2022/06/25 21:55:40 - mmengine - INFO - Epoch(train) [38][3260/3757] lr: 8.993e-03 eta: 1 day, 15:00:28 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 5.4520 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7578 loss: 2.7578 2022/06/25 21:55:45 - mmengine - INFO - Epoch(train) [38][3280/3757] lr: 8.993e-03 eta: 1 day, 15:00:23 time: 0.268 data_time: 0.015 memory: 5036 grad_norm: 5.5167 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.9666 loss: 2.9666 2022/06/25 21:55:51 - mmengine - INFO - Epoch(train) [38][3300/3757] lr: 8.993e-03 eta: 1 day, 15:00:17 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 5.5862 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.1875 loss: 3.1875 2022/06/25 21:55:56 - mmengine - INFO - Epoch(train) [38][3320/3757] lr: 8.993e-03 eta: 1 day, 15:00:12 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 5.2217 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 3.4141 loss: 3.4141 2022/06/25 21:56:01 - mmengine - INFO - Epoch(train) [38][3340/3757] lr: 8.993e-03 eta: 1 day, 15:00:06 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 4.8692 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7361 loss: 2.7361 2022/06/25 21:56:06 - mmengine - INFO - Epoch(train) [38][3360/3757] lr: 8.993e-03 eta: 1 day, 15:00:00 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 4.6420 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.3721 loss: 3.3721 2022/06/25 21:56:11 - mmengine - INFO - Epoch(train) [38][3380/3757] lr: 8.993e-03 eta: 1 day, 14:59:55 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 5.7355 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.6853 loss: 2.6853 2022/06/25 21:56:16 - mmengine - INFO - Epoch(train) [38][3400/3757] lr: 8.993e-03 eta: 1 day, 14:59:49 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 4.9566 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1801 loss: 3.1801 2022/06/25 21:56:21 - mmengine - INFO - Epoch(train) [38][3420/3757] lr: 8.993e-03 eta: 1 day, 14:59:43 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 4.7559 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.2045 loss: 3.2045 2022/06/25 21:56:27 - mmengine - INFO - Epoch(train) [38][3440/3757] lr: 8.993e-03 eta: 1 day, 14:59:38 time: 0.251 data_time: 0.011 memory: 5036 grad_norm: 5.3970 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7971 loss: 2.7971 2022/06/25 21:56:32 - mmengine - INFO - Epoch(train) [38][3460/3757] lr: 8.993e-03 eta: 1 day, 14:59:32 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 5.5871 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.1571 loss: 3.1571 2022/06/25 21:56:37 - mmengine - INFO - Epoch(train) [38][3480/3757] lr: 8.993e-03 eta: 1 day, 14:59:26 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 5.1624 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9729 loss: 2.9729 2022/06/25 21:56:42 - mmengine - INFO - Epoch(train) [38][3500/3757] lr: 8.993e-03 eta: 1 day, 14:59:21 time: 0.258 data_time: 0.002 memory: 5036 grad_norm: 5.8546 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6874 loss: 2.6874 2022/06/25 21:56:47 - mmengine - INFO - Epoch(train) [38][3520/3757] lr: 8.993e-03 eta: 1 day, 14:59:15 time: 0.271 data_time: 0.009 memory: 5036 grad_norm: 5.3849 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.6096 loss: 3.6096 2022/06/25 21:56:52 - mmengine - INFO - Epoch(train) [38][3540/3757] lr: 8.993e-03 eta: 1 day, 14:59:09 time: 0.256 data_time: 0.012 memory: 5036 grad_norm: 5.0971 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6627 loss: 2.6627 2022/06/25 21:56:58 - mmengine - INFO - Epoch(train) [38][3560/3757] lr: 8.993e-03 eta: 1 day, 14:59:04 time: 0.245 data_time: 0.003 memory: 5036 grad_norm: 5.7537 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.9135 loss: 2.9135 2022/06/25 21:57:03 - mmengine - INFO - Epoch(train) [38][3580/3757] lr: 8.993e-03 eta: 1 day, 14:58:58 time: 0.267 data_time: 0.005 memory: 5036 grad_norm: 4.9320 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.8516 loss: 2.8516 2022/06/25 21:57:08 - mmengine - INFO - Epoch(train) [38][3600/3757] lr: 8.993e-03 eta: 1 day, 14:58:52 time: 0.254 data_time: 0.012 memory: 5036 grad_norm: 5.1173 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.4386 loss: 3.4386 2022/06/25 21:57:13 - mmengine - INFO - Epoch(train) [38][3620/3757] lr: 8.993e-03 eta: 1 day, 14:58:47 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 5.3146 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.7925 loss: 2.7925 2022/06/25 21:57:18 - mmengine - INFO - Epoch(train) [38][3640/3757] lr: 8.993e-03 eta: 1 day, 14:58:41 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 4.6227 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7638 loss: 2.7638 2022/06/25 21:57:24 - mmengine - INFO - Epoch(train) [38][3660/3757] lr: 8.993e-03 eta: 1 day, 14:58:36 time: 0.281 data_time: 0.008 memory: 5036 grad_norm: 5.0073 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2389 loss: 3.2389 2022/06/25 21:57:29 - mmengine - INFO - Epoch(train) [38][3680/3757] lr: 8.993e-03 eta: 1 day, 14:58:30 time: 0.252 data_time: 0.012 memory: 5036 grad_norm: 4.9025 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.0606 loss: 3.0606 2022/06/25 21:57:35 - mmengine - INFO - Epoch(train) [38][3700/3757] lr: 8.993e-03 eta: 1 day, 14:58:27 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 5.9090 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1979 loss: 3.1979 2022/06/25 21:57:40 - mmengine - INFO - Epoch(train) [38][3720/3757] lr: 8.993e-03 eta: 1 day, 14:58:22 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 5.6331 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.2407 loss: 3.2407 2022/06/25 21:57:45 - mmengine - INFO - Epoch(train) [38][3740/3757] lr: 8.993e-03 eta: 1 day, 14:58:16 time: 0.265 data_time: 0.005 memory: 5036 grad_norm: 4.6830 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8811 loss: 2.8811 2022/06/25 21:57:49 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 21:57:49 - mmengine - INFO - Saving checkpoint at 38 epochs 2022/06/25 21:58:02 - mmengine - INFO - Epoch(val) [38][20/310] eta: 0:01:44 time: 0.103 data_time: 0.001 memory: 5036 2022/06/25 21:58:06 - mmengine - INFO - Epoch(val) [38][40/310] eta: 0:01:30 time: 0.109 data_time: 0.007 memory: 1723 2022/06/25 21:58:11 - mmengine - INFO - Epoch(val) [38][60/310] eta: 0:00:26 time: 0.103 data_time: 0.002 memory: 1723 2022/06/25 21:58:15 - mmengine - INFO - Epoch(val) [38][80/310] eta: 0:00:24 time: 0.103 data_time: 0.001 memory: 1723 2022/06/25 21:58:23 - mmengine - INFO - Epoch(val) [38][100/310] eta: 0:01:13 time: 0.109 data_time: 0.001 memory: 1723 2022/06/25 21:58:27 - mmengine - INFO - Epoch(val) [38][120/310] eta: 0:01:08 time: 0.110 data_time: 0.002 memory: 1723 2022/06/25 21:58:32 - mmengine - INFO - Epoch(val) [38][140/310] eta: 0:00:34 time: 0.108 data_time: 0.005 memory: 1723 2022/06/25 21:58:37 - mmengine - INFO - Epoch(val) [38][160/310] eta: 0:00:15 time: 0.103 data_time: 0.001 memory: 1723 2022/06/25 21:58:43 - mmengine - INFO - Epoch(val) [38][180/310] eta: 0:00:38 time: 0.424 data_time: 0.318 memory: 1723 2022/06/25 21:58:48 - mmengine - INFO - Epoch(val) [38][200/310] eta: 0:00:33 time: 0.105 data_time: 0.002 memory: 1723 2022/06/25 21:58:53 - mmengine - INFO - Epoch(val) [38][220/310] eta: 0:00:18 time: 0.414 data_time: 0.307 memory: 1723 2022/06/25 21:58:57 - mmengine - INFO - Epoch(val) [38][240/310] eta: 0:00:07 time: 0.107 data_time: 0.001 memory: 1723 2022/06/25 21:59:04 - mmengine - INFO - Epoch(val) [38][260/310] eta: 0:00:17 time: 0.359 data_time: 0.258 memory: 1723 2022/06/25 21:59:09 - mmengine - INFO - Epoch(val) [38][280/310] eta: 0:00:09 time: 0.120 data_time: 0.002 memory: 1723 2022/06/25 21:59:11 - mmengine - INFO - Epoch(val) [38][300/310] eta: 0:00:01 time: 0.108 data_time: 0.007 memory: 1723 2022/06/25 21:59:13 - mmengine - INFO - Epoch(val) [38][310/310] acc/top1: 0.4138 acc/top5: 0.6824 acc/mean1: 0.4136 2022/06/25 21:59:23 - mmengine - INFO - Epoch(train) [39][20/3757] lr: 8.940e-03 eta: 1 day, 14:58:17 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 5.4803 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7855 loss: 2.7855 2022/06/25 21:59:28 - mmengine - INFO - Epoch(train) [39][40/3757] lr: 8.940e-03 eta: 1 day, 14:58:12 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 6.0035 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.9030 loss: 2.9030 2022/06/25 21:59:34 - mmengine - INFO - Epoch(train) [39][60/3757] lr: 8.940e-03 eta: 1 day, 14:58:08 time: 0.245 data_time: 0.003 memory: 5036 grad_norm: 4.6817 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.0234 loss: 3.0234 2022/06/25 21:59:39 - mmengine - INFO - Epoch(train) [39][80/3757] lr: 8.940e-03 eta: 1 day, 14:58:02 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 4.6597 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1862 loss: 3.1862 2022/06/25 21:59:45 - mmengine - INFO - Epoch(train) [39][100/3757] lr: 8.940e-03 eta: 1 day, 14:57:57 time: 0.245 data_time: 0.003 memory: 5036 grad_norm: 5.3436 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0261 loss: 3.0261 2022/06/25 21:59:50 - mmengine - INFO - Epoch(train) [39][120/3757] lr: 8.940e-03 eta: 1 day, 14:57:52 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 5.8444 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9584 loss: 2.9584 2022/06/25 21:59:55 - mmengine - INFO - Epoch(train) [39][140/3757] lr: 8.940e-03 eta: 1 day, 14:57:47 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 5.5615 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.1451 loss: 3.1451 2022/06/25 22:00:00 - mmengine - INFO - Epoch(train) [39][160/3757] lr: 8.940e-03 eta: 1 day, 14:57:41 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 5.2450 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.2920 loss: 3.2920 2022/06/25 22:00:06 - mmengine - INFO - Epoch(train) [39][180/3757] lr: 8.940e-03 eta: 1 day, 14:57:36 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 5.3212 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.5533 loss: 3.5533 2022/06/25 22:00:11 - mmengine - INFO - Epoch(train) [39][200/3757] lr: 8.940e-03 eta: 1 day, 14:57:31 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 5.3325 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.0720 loss: 3.0720 2022/06/25 22:00:16 - mmengine - INFO - Epoch(train) [39][220/3757] lr: 8.940e-03 eta: 1 day, 14:57:25 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 5.6842 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.0287 loss: 3.0287 2022/06/25 22:00:20 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 22:00:21 - mmengine - INFO - Epoch(train) [39][240/3757] lr: 8.940e-03 eta: 1 day, 14:57:20 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 5.3725 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.2272 loss: 3.2272 2022/06/25 22:00:26 - mmengine - INFO - Epoch(train) [39][260/3757] lr: 8.940e-03 eta: 1 day, 14:57:14 time: 0.281 data_time: 0.002 memory: 5036 grad_norm: 6.0614 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.9908 loss: 2.9908 2022/06/25 22:00:32 - mmengine - INFO - Epoch(train) [39][280/3757] lr: 8.940e-03 eta: 1 day, 14:57:11 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 4.8788 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1465 loss: 3.1465 2022/06/25 22:00:38 - mmengine - INFO - Epoch(train) [39][300/3757] lr: 8.940e-03 eta: 1 day, 14:57:06 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 5.1987 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.5683 loss: 3.5683 2022/06/25 22:00:43 - mmengine - INFO - Epoch(train) [39][320/3757] lr: 8.940e-03 eta: 1 day, 14:57:01 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 4.7904 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.8459 loss: 2.8459 2022/06/25 22:00:48 - mmengine - INFO - Epoch(train) [39][340/3757] lr: 8.940e-03 eta: 1 day, 14:56:55 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 4.9000 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.6502 loss: 2.6502 2022/06/25 22:00:53 - mmengine - INFO - Epoch(train) [39][360/3757] lr: 8.940e-03 eta: 1 day, 14:56:50 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 5.3221 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0435 loss: 3.0435 2022/06/25 22:00:58 - mmengine - INFO - Epoch(train) [39][380/3757] lr: 8.940e-03 eta: 1 day, 14:56:44 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 4.9800 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8726 loss: 2.8726 2022/06/25 22:01:04 - mmengine - INFO - Epoch(train) [39][400/3757] lr: 8.940e-03 eta: 1 day, 14:56:39 time: 0.251 data_time: 0.008 memory: 5036 grad_norm: 5.1596 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.8837 loss: 2.8837 2022/06/25 22:01:09 - mmengine - INFO - Epoch(train) [39][420/3757] lr: 8.940e-03 eta: 1 day, 14:56:33 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 5.0239 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6935 loss: 2.6935 2022/06/25 22:01:14 - mmengine - INFO - Epoch(train) [39][440/3757] lr: 8.940e-03 eta: 1 day, 14:56:28 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 5.0883 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2695 loss: 3.2695 2022/06/25 22:01:19 - mmengine - INFO - Epoch(train) [39][460/3757] lr: 8.940e-03 eta: 1 day, 14:56:22 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 6.3236 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.3955 loss: 3.3955 2022/06/25 22:01:24 - mmengine - INFO - Epoch(train) [39][480/3757] lr: 8.940e-03 eta: 1 day, 14:56:17 time: 0.254 data_time: 0.005 memory: 5036 grad_norm: 5.2567 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.9639 loss: 2.9639 2022/06/25 22:01:30 - mmengine - INFO - Epoch(train) [39][500/3757] lr: 8.940e-03 eta: 1 day, 14:56:11 time: 0.257 data_time: 0.002 memory: 5036 grad_norm: 5.8882 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9255 loss: 2.9255 2022/06/25 22:01:35 - mmengine - INFO - Epoch(train) [39][520/3757] lr: 8.940e-03 eta: 1 day, 14:56:06 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 6.1465 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0298 loss: 3.0298 2022/06/25 22:01:40 - mmengine - INFO - Epoch(train) [39][540/3757] lr: 8.940e-03 eta: 1 day, 14:56:00 time: 0.251 data_time: 0.014 memory: 5036 grad_norm: 5.9088 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.0963 loss: 3.0963 2022/06/25 22:01:45 - mmengine - INFO - Epoch(train) [39][560/3757] lr: 8.940e-03 eta: 1 day, 14:55:56 time: 0.249 data_time: 0.007 memory: 5036 grad_norm: 5.4003 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.0516 loss: 3.0516 2022/06/25 22:01:51 - mmengine - INFO - Epoch(train) [39][580/3757] lr: 8.940e-03 eta: 1 day, 14:55:52 time: 0.487 data_time: 0.002 memory: 5036 grad_norm: 5.5245 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5606 loss: 2.5606 2022/06/25 22:01:56 - mmengine - INFO - Epoch(train) [39][600/3757] lr: 8.940e-03 eta: 1 day, 14:55:46 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 5.9026 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.3689 loss: 3.3689 2022/06/25 22:02:02 - mmengine - INFO - Epoch(train) [39][620/3757] lr: 8.940e-03 eta: 1 day, 14:55:41 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 5.7047 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.3939 loss: 3.3939 2022/06/25 22:02:07 - mmengine - INFO - Epoch(train) [39][640/3757] lr: 8.940e-03 eta: 1 day, 14:55:35 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 5.2599 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.7295 loss: 2.7295 2022/06/25 22:02:12 - mmengine - INFO - Epoch(train) [39][660/3757] lr: 8.940e-03 eta: 1 day, 14:55:32 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 5.5706 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8939 loss: 2.8939 2022/06/25 22:02:18 - mmengine - INFO - Epoch(train) [39][680/3757] lr: 8.940e-03 eta: 1 day, 14:55:26 time: 0.242 data_time: 0.002 memory: 5036 grad_norm: 4.9921 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.1376 loss: 3.1376 2022/06/25 22:02:23 - mmengine - INFO - Epoch(train) [39][700/3757] lr: 8.940e-03 eta: 1 day, 14:55:21 time: 0.246 data_time: 0.005 memory: 5036 grad_norm: 5.3540 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7464 loss: 2.7464 2022/06/25 22:02:28 - mmengine - INFO - Epoch(train) [39][720/3757] lr: 8.940e-03 eta: 1 day, 14:55:15 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 5.6808 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.1287 loss: 3.1287 2022/06/25 22:02:33 - mmengine - INFO - Epoch(train) [39][740/3757] lr: 8.940e-03 eta: 1 day, 14:55:10 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 4.9327 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.7527 loss: 2.7527 2022/06/25 22:02:39 - mmengine - INFO - Epoch(train) [39][760/3757] lr: 8.940e-03 eta: 1 day, 14:55:05 time: 0.255 data_time: 0.005 memory: 5036 grad_norm: 5.5859 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.2353 loss: 3.2353 2022/06/25 22:02:44 - mmengine - INFO - Epoch(train) [39][780/3757] lr: 8.940e-03 eta: 1 day, 14:54:59 time: 0.251 data_time: 0.005 memory: 5036 grad_norm: 5.6994 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0770 loss: 3.0770 2022/06/25 22:02:49 - mmengine - INFO - Epoch(train) [39][800/3757] lr: 8.940e-03 eta: 1 day, 14:54:53 time: 0.250 data_time: 0.005 memory: 5036 grad_norm: 5.5282 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 3.1168 loss: 3.1168 2022/06/25 22:02:54 - mmengine - INFO - Epoch(train) [39][820/3757] lr: 8.940e-03 eta: 1 day, 14:54:47 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 5.4953 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6118 loss: 2.6118 2022/06/25 22:02:59 - mmengine - INFO - Epoch(train) [39][840/3757] lr: 8.940e-03 eta: 1 day, 14:54:42 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 5.2063 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0296 loss: 3.0296 2022/06/25 22:03:05 - mmengine - INFO - Epoch(train) [39][860/3757] lr: 8.940e-03 eta: 1 day, 14:54:37 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 5.8266 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9234 loss: 2.9234 2022/06/25 22:03:10 - mmengine - INFO - Epoch(train) [39][880/3757] lr: 8.940e-03 eta: 1 day, 14:54:31 time: 0.254 data_time: 0.008 memory: 5036 grad_norm: 4.6662 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9882 loss: 2.9882 2022/06/25 22:03:15 - mmengine - INFO - Epoch(train) [39][900/3757] lr: 8.940e-03 eta: 1 day, 14:54:25 time: 0.249 data_time: 0.005 memory: 5036 grad_norm: 5.5666 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8395 loss: 2.8395 2022/06/25 22:03:20 - mmengine - INFO - Epoch(train) [39][920/3757] lr: 8.940e-03 eta: 1 day, 14:54:19 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 6.1352 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.2115 loss: 3.2115 2022/06/25 22:03:25 - mmengine - INFO - Epoch(train) [39][940/3757] lr: 8.940e-03 eta: 1 day, 14:54:13 time: 0.248 data_time: 0.005 memory: 5036 grad_norm: 4.6975 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0086 loss: 3.0086 2022/06/25 22:03:30 - mmengine - INFO - Epoch(train) [39][960/3757] lr: 8.940e-03 eta: 1 day, 14:54:08 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 5.0439 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5477 loss: 2.5477 2022/06/25 22:03:35 - mmengine - INFO - Epoch(train) [39][980/3757] lr: 8.940e-03 eta: 1 day, 14:54:02 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 4.9958 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.5592 loss: 3.5592 2022/06/25 22:03:40 - mmengine - INFO - Epoch(train) [39][1000/3757] lr: 8.940e-03 eta: 1 day, 14:53:56 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 5.7428 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.8289 loss: 2.8289 2022/06/25 22:03:45 - mmengine - INFO - Epoch(train) [39][1020/3757] lr: 8.940e-03 eta: 1 day, 14:53:50 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 5.5285 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1789 loss: 3.1789 2022/06/25 22:03:51 - mmengine - INFO - Epoch(train) [39][1040/3757] lr: 8.940e-03 eta: 1 day, 14:53:44 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 5.6793 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.6117 loss: 2.6117 2022/06/25 22:03:56 - mmengine - INFO - Epoch(train) [39][1060/3757] lr: 8.940e-03 eta: 1 day, 14:53:39 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 4.6363 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9951 loss: 2.9951 2022/06/25 22:04:01 - mmengine - INFO - Epoch(train) [39][1080/3757] lr: 8.940e-03 eta: 1 day, 14:53:34 time: 0.297 data_time: 0.006 memory: 5036 grad_norm: 5.7010 top1_acc: 0.0000 top5_acc: 0.6250 loss_cls: 3.0387 loss: 3.0387 2022/06/25 22:04:06 - mmengine - INFO - Epoch(train) [39][1100/3757] lr: 8.940e-03 eta: 1 day, 14:53:28 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 4.9677 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8303 loss: 2.8303 2022/06/25 22:04:12 - mmengine - INFO - Epoch(train) [39][1120/3757] lr: 8.940e-03 eta: 1 day, 14:53:23 time: 0.251 data_time: 0.011 memory: 5036 grad_norm: 4.6624 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 3.3456 loss: 3.3456 2022/06/25 22:04:17 - mmengine - INFO - Epoch(train) [39][1140/3757] lr: 8.940e-03 eta: 1 day, 14:53:18 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 5.3820 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7125 loss: 2.7125 2022/06/25 22:04:22 - mmengine - INFO - Epoch(train) [39][1160/3757] lr: 8.940e-03 eta: 1 day, 14:53:12 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 5.5323 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.2396 loss: 3.2396 2022/06/25 22:04:27 - mmengine - INFO - Epoch(train) [39][1180/3757] lr: 8.940e-03 eta: 1 day, 14:53:06 time: 0.243 data_time: 0.002 memory: 5036 grad_norm: 5.1331 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.5066 loss: 3.5066 2022/06/25 22:04:32 - mmengine - INFO - Epoch(train) [39][1200/3757] lr: 8.940e-03 eta: 1 day, 14:53:01 time: 0.274 data_time: 0.010 memory: 5036 grad_norm: 6.2481 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9813 loss: 2.9813 2022/06/25 22:04:37 - mmengine - INFO - Epoch(train) [39][1220/3757] lr: 8.940e-03 eta: 1 day, 14:52:55 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 5.3666 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9837 loss: 2.9837 2022/06/25 22:04:41 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 22:04:43 - mmengine - INFO - Epoch(train) [39][1240/3757] lr: 8.940e-03 eta: 1 day, 14:52:50 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 4.6536 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0496 loss: 3.0496 2022/06/25 22:04:48 - mmengine - INFO - Epoch(train) [39][1260/3757] lr: 8.940e-03 eta: 1 day, 14:52:44 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 5.6642 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.8969 loss: 2.8969 2022/06/25 22:04:53 - mmengine - INFO - Epoch(train) [39][1280/3757] lr: 8.940e-03 eta: 1 day, 14:52:40 time: 0.274 data_time: 0.003 memory: 5036 grad_norm: 5.9844 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9357 loss: 2.9357 2022/06/25 22:04:58 - mmengine - INFO - Epoch(train) [39][1300/3757] lr: 8.940e-03 eta: 1 day, 14:52:34 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 5.0140 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0858 loss: 3.0858 2022/06/25 22:05:04 - mmengine - INFO - Epoch(train) [39][1320/3757] lr: 8.940e-03 eta: 1 day, 14:52:29 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 4.4518 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.9805 loss: 2.9805 2022/06/25 22:05:09 - mmengine - INFO - Epoch(train) [39][1340/3757] lr: 8.940e-03 eta: 1 day, 14:52:23 time: 0.256 data_time: 0.002 memory: 5036 grad_norm: 5.2151 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6413 loss: 2.6413 2022/06/25 22:05:14 - mmengine - INFO - Epoch(train) [39][1360/3757] lr: 8.940e-03 eta: 1 day, 14:52:18 time: 0.263 data_time: 0.005 memory: 5036 grad_norm: 5.4019 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.0507 loss: 3.0507 2022/06/25 22:05:20 - mmengine - INFO - Epoch(train) [39][1380/3757] lr: 8.940e-03 eta: 1 day, 14:52:13 time: 0.245 data_time: 0.003 memory: 5036 grad_norm: 5.6852 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.2951 loss: 3.2951 2022/06/25 22:05:25 - mmengine - INFO - Epoch(train) [39][1400/3757] lr: 8.940e-03 eta: 1 day, 14:52:08 time: 0.268 data_time: 0.002 memory: 5036 grad_norm: 5.6348 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3920 loss: 2.3920 2022/06/25 22:05:30 - mmengine - INFO - Epoch(train) [39][1420/3757] lr: 8.940e-03 eta: 1 day, 14:52:02 time: 0.264 data_time: 0.002 memory: 5036 grad_norm: 5.4847 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2072 loss: 3.2072 2022/06/25 22:05:35 - mmengine - INFO - Epoch(train) [39][1440/3757] lr: 8.940e-03 eta: 1 day, 14:51:57 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 5.5829 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.1755 loss: 3.1755 2022/06/25 22:05:41 - mmengine - INFO - Epoch(train) [39][1460/3757] lr: 8.940e-03 eta: 1 day, 14:51:51 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 5.1154 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 2.7726 loss: 2.7726 2022/06/25 22:05:46 - mmengine - INFO - Epoch(train) [39][1480/3757] lr: 8.940e-03 eta: 1 day, 14:51:46 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 4.5090 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.3000 loss: 3.3000 2022/06/25 22:05:51 - mmengine - INFO - Epoch(train) [39][1500/3757] lr: 8.940e-03 eta: 1 day, 14:51:40 time: 0.325 data_time: 0.002 memory: 5036 grad_norm: 5.5016 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.1635 loss: 3.1635 2022/06/25 22:05:56 - mmengine - INFO - Epoch(train) [39][1520/3757] lr: 8.940e-03 eta: 1 day, 14:51:35 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 4.5182 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.1625 loss: 3.1625 2022/06/25 22:06:01 - mmengine - INFO - Epoch(train) [39][1540/3757] lr: 8.940e-03 eta: 1 day, 14:51:30 time: 0.267 data_time: 0.003 memory: 5036 grad_norm: 5.1470 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.3297 loss: 2.3297 2022/06/25 22:06:07 - mmengine - INFO - Epoch(train) [39][1560/3757] lr: 8.940e-03 eta: 1 day, 14:51:24 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 5.2972 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6891 loss: 2.6891 2022/06/25 22:06:12 - mmengine - INFO - Epoch(train) [39][1580/3757] lr: 8.940e-03 eta: 1 day, 14:51:19 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 5.1974 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0554 loss: 3.0554 2022/06/25 22:06:17 - mmengine - INFO - Epoch(train) [39][1600/3757] lr: 8.940e-03 eta: 1 day, 14:51:13 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 5.3004 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.1282 loss: 3.1282 2022/06/25 22:06:23 - mmengine - INFO - Epoch(train) [39][1620/3757] lr: 8.940e-03 eta: 1 day, 14:51:09 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 5.3035 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.1242 loss: 3.1242 2022/06/25 22:06:28 - mmengine - INFO - Epoch(train) [39][1640/3757] lr: 8.940e-03 eta: 1 day, 14:51:03 time: 0.267 data_time: 0.003 memory: 5036 grad_norm: 5.5192 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.7283 loss: 2.7283 2022/06/25 22:06:33 - mmengine - INFO - Epoch(train) [39][1660/3757] lr: 8.940e-03 eta: 1 day, 14:50:58 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 5.2001 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8876 loss: 2.8876 2022/06/25 22:06:38 - mmengine - INFO - Epoch(train) [39][1680/3757] lr: 8.940e-03 eta: 1 day, 14:50:52 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 5.5205 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.3836 loss: 2.3836 2022/06/25 22:06:44 - mmengine - INFO - Epoch(train) [39][1700/3757] lr: 8.940e-03 eta: 1 day, 14:50:48 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 5.1403 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7345 loss: 2.7345 2022/06/25 22:06:49 - mmengine - INFO - Epoch(train) [39][1720/3757] lr: 8.940e-03 eta: 1 day, 14:50:43 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 5.8531 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.9756 loss: 2.9756 2022/06/25 22:06:54 - mmengine - INFO - Epoch(train) [39][1740/3757] lr: 8.940e-03 eta: 1 day, 14:50:37 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 7.0030 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1065 loss: 3.1065 2022/06/25 22:06:59 - mmengine - INFO - Epoch(train) [39][1760/3757] lr: 8.940e-03 eta: 1 day, 14:50:32 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 4.8543 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.8762 loss: 2.8762 2022/06/25 22:07:05 - mmengine - INFO - Epoch(train) [39][1780/3757] lr: 8.940e-03 eta: 1 day, 14:50:27 time: 0.257 data_time: 0.002 memory: 5036 grad_norm: 4.5188 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9231 loss: 2.9231 2022/06/25 22:07:10 - mmengine - INFO - Epoch(train) [39][1800/3757] lr: 8.940e-03 eta: 1 day, 14:50:21 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 6.4715 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.8664 loss: 2.8664 2022/06/25 22:07:15 - mmengine - INFO - Epoch(train) [39][1820/3757] lr: 8.940e-03 eta: 1 day, 14:50:15 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 5.5744 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.6473 loss: 2.6473 2022/06/25 22:07:20 - mmengine - INFO - Epoch(train) [39][1840/3757] lr: 8.940e-03 eta: 1 day, 14:50:11 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 5.3751 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.0737 loss: 3.0737 2022/06/25 22:07:26 - mmengine - INFO - Epoch(train) [39][1860/3757] lr: 8.940e-03 eta: 1 day, 14:50:06 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 4.9414 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8747 loss: 2.8747 2022/06/25 22:07:31 - mmengine - INFO - Epoch(train) [39][1880/3757] lr: 8.940e-03 eta: 1 day, 14:50:00 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 4.7230 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5102 loss: 2.5102 2022/06/25 22:07:36 - mmengine - INFO - Epoch(train) [39][1900/3757] lr: 8.940e-03 eta: 1 day, 14:49:55 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 5.7361 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0697 loss: 3.0697 2022/06/25 22:07:42 - mmengine - INFO - Epoch(train) [39][1920/3757] lr: 8.940e-03 eta: 1 day, 14:49:50 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 5.1983 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0320 loss: 3.0320 2022/06/25 22:07:47 - mmengine - INFO - Epoch(train) [39][1940/3757] lr: 8.940e-03 eta: 1 day, 14:49:45 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 5.5673 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9520 loss: 2.9520 2022/06/25 22:07:52 - mmengine - INFO - Epoch(train) [39][1960/3757] lr: 8.940e-03 eta: 1 day, 14:49:40 time: 0.257 data_time: 0.002 memory: 5036 grad_norm: 5.5491 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9185 loss: 2.9185 2022/06/25 22:07:57 - mmengine - INFO - Epoch(train) [39][1980/3757] lr: 8.940e-03 eta: 1 day, 14:49:34 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 5.9616 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.3313 loss: 3.3313 2022/06/25 22:08:03 - mmengine - INFO - Epoch(train) [39][2000/3757] lr: 8.940e-03 eta: 1 day, 14:49:30 time: 0.246 data_time: 0.006 memory: 5036 grad_norm: 5.7681 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.3424 loss: 3.3424 2022/06/25 22:08:08 - mmengine - INFO - Epoch(train) [39][2020/3757] lr: 8.940e-03 eta: 1 day, 14:49:25 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 5.7026 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.0057 loss: 3.0057 2022/06/25 22:08:13 - mmengine - INFO - Epoch(train) [39][2040/3757] lr: 8.940e-03 eta: 1 day, 14:49:19 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 5.5978 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.7984 loss: 2.7984 2022/06/25 22:08:19 - mmengine - INFO - Epoch(train) [39][2060/3757] lr: 8.940e-03 eta: 1 day, 14:49:13 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 5.2935 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2287 loss: 3.2287 2022/06/25 22:08:24 - mmengine - INFO - Epoch(train) [39][2080/3757] lr: 8.940e-03 eta: 1 day, 14:49:09 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 36.4979 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1257 loss: 3.1257 2022/06/25 22:08:29 - mmengine - INFO - Epoch(train) [39][2100/3757] lr: 8.940e-03 eta: 1 day, 14:49:03 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 4.8281 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.3701 loss: 3.3701 2022/06/25 22:08:34 - mmengine - INFO - Epoch(train) [39][2120/3757] lr: 8.940e-03 eta: 1 day, 14:48:57 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 4.9502 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.5721 loss: 3.5721 2022/06/25 22:08:39 - mmengine - INFO - Epoch(train) [39][2140/3757] lr: 8.940e-03 eta: 1 day, 14:48:51 time: 0.247 data_time: 0.005 memory: 5036 grad_norm: 5.2094 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0976 loss: 3.0976 2022/06/25 22:08:45 - mmengine - INFO - Epoch(train) [39][2160/3757] lr: 8.940e-03 eta: 1 day, 14:48:46 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 5.8878 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.7833 loss: 2.7833 2022/06/25 22:08:50 - mmengine - INFO - Epoch(train) [39][2180/3757] lr: 8.940e-03 eta: 1 day, 14:48:40 time: 0.252 data_time: 0.008 memory: 5036 grad_norm: 4.7404 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.5293 loss: 3.5293 2022/06/25 22:08:55 - mmengine - INFO - Epoch(train) [39][2200/3757] lr: 8.940e-03 eta: 1 day, 14:48:34 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 5.3511 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8563 loss: 2.8563 2022/06/25 22:09:00 - mmengine - INFO - Epoch(train) [39][2220/3757] lr: 8.940e-03 eta: 1 day, 14:48:29 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 5.5357 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.5368 loss: 3.5368 2022/06/25 22:09:04 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 22:09:05 - mmengine - INFO - Epoch(train) [39][2240/3757] lr: 8.940e-03 eta: 1 day, 14:48:23 time: 0.258 data_time: 0.002 memory: 5036 grad_norm: 5.7828 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0794 loss: 3.0794 2022/06/25 22:09:10 - mmengine - INFO - Epoch(train) [39][2260/3757] lr: 8.940e-03 eta: 1 day, 14:48:18 time: 0.265 data_time: 0.002 memory: 5036 grad_norm: 5.8107 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3997 loss: 3.3997 2022/06/25 22:09:16 - mmengine - INFO - Epoch(train) [39][2280/3757] lr: 8.940e-03 eta: 1 day, 14:48:12 time: 0.250 data_time: 0.014 memory: 5036 grad_norm: 5.4742 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.3471 loss: 3.3471 2022/06/25 22:09:21 - mmengine - INFO - Epoch(train) [39][2300/3757] lr: 8.940e-03 eta: 1 day, 14:48:07 time: 0.265 data_time: 0.006 memory: 5036 grad_norm: 5.5995 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1564 loss: 3.1564 2022/06/25 22:09:27 - mmengine - INFO - Epoch(train) [39][2320/3757] lr: 8.940e-03 eta: 1 day, 14:48:03 time: 0.256 data_time: 0.002 memory: 5036 grad_norm: 5.8197 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6229 loss: 2.6229 2022/06/25 22:09:32 - mmengine - INFO - Epoch(train) [39][2340/3757] lr: 8.940e-03 eta: 1 day, 14:47:58 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 5.5852 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9830 loss: 2.9830 2022/06/25 22:09:37 - mmengine - INFO - Epoch(train) [39][2360/3757] lr: 8.940e-03 eta: 1 day, 14:47:52 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 5.3784 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.1805 loss: 3.1805 2022/06/25 22:09:42 - mmengine - INFO - Epoch(train) [39][2380/3757] lr: 8.940e-03 eta: 1 day, 14:47:47 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 5.9199 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8034 loss: 2.8034 2022/06/25 22:09:47 - mmengine - INFO - Epoch(train) [39][2400/3757] lr: 8.940e-03 eta: 1 day, 14:47:41 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 5.6574 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9957 loss: 2.9957 2022/06/25 22:09:53 - mmengine - INFO - Epoch(train) [39][2420/3757] lr: 8.940e-03 eta: 1 day, 14:47:36 time: 0.266 data_time: 0.002 memory: 5036 grad_norm: 4.9577 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.0430 loss: 3.0430 2022/06/25 22:09:58 - mmengine - INFO - Epoch(train) [39][2440/3757] lr: 8.940e-03 eta: 1 day, 14:47:30 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 5.3211 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.2329 loss: 3.2329 2022/06/25 22:10:03 - mmengine - INFO - Epoch(train) [39][2460/3757] lr: 8.940e-03 eta: 1 day, 14:47:25 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 5.6322 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.9481 loss: 2.9481 2022/06/25 22:10:08 - mmengine - INFO - Epoch(train) [39][2480/3757] lr: 8.940e-03 eta: 1 day, 14:47:19 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 5.9931 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.4532 loss: 2.4532 2022/06/25 22:10:13 - mmengine - INFO - Epoch(train) [39][2500/3757] lr: 8.940e-03 eta: 1 day, 14:47:13 time: 0.272 data_time: 0.005 memory: 5036 grad_norm: 5.5617 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5096 loss: 2.5096 2022/06/25 22:10:18 - mmengine - INFO - Epoch(train) [39][2520/3757] lr: 8.940e-03 eta: 1 day, 14:47:08 time: 0.245 data_time: 0.003 memory: 5036 grad_norm: 5.5028 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.3894 loss: 3.3894 2022/06/25 22:10:24 - mmengine - INFO - Epoch(train) [39][2540/3757] lr: 8.940e-03 eta: 1 day, 14:47:02 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 5.1967 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8448 loss: 2.8448 2022/06/25 22:10:29 - mmengine - INFO - Epoch(train) [39][2560/3757] lr: 8.940e-03 eta: 1 day, 14:46:56 time: 0.262 data_time: 0.008 memory: 5036 grad_norm: 5.2561 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.9834 loss: 2.9834 2022/06/25 22:10:34 - mmengine - INFO - Epoch(train) [39][2580/3757] lr: 8.940e-03 eta: 1 day, 14:46:51 time: 0.272 data_time: 0.006 memory: 5036 grad_norm: 5.3674 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.0833 loss: 3.0833 2022/06/25 22:10:39 - mmengine - INFO - Epoch(train) [39][2600/3757] lr: 8.940e-03 eta: 1 day, 14:46:45 time: 0.250 data_time: 0.007 memory: 5036 grad_norm: 5.0918 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.1989 loss: 3.1989 2022/06/25 22:10:44 - mmengine - INFO - Epoch(train) [39][2620/3757] lr: 8.940e-03 eta: 1 day, 14:46:40 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 5.3309 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0277 loss: 3.0277 2022/06/25 22:10:50 - mmengine - INFO - Epoch(train) [39][2640/3757] lr: 8.940e-03 eta: 1 day, 14:46:34 time: 0.249 data_time: 0.005 memory: 5036 grad_norm: 5.4658 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2432 loss: 3.2432 2022/06/25 22:10:55 - mmengine - INFO - Epoch(train) [39][2660/3757] lr: 8.940e-03 eta: 1 day, 14:46:29 time: 0.272 data_time: 0.017 memory: 5036 grad_norm: 5.4088 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0116 loss: 3.0116 2022/06/25 22:11:00 - mmengine - INFO - Epoch(train) [39][2680/3757] lr: 8.940e-03 eta: 1 day, 14:46:23 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 5.9012 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9519 loss: 2.9519 2022/06/25 22:11:06 - mmengine - INFO - Epoch(train) [39][2700/3757] lr: 8.940e-03 eta: 1 day, 14:46:19 time: 0.249 data_time: 0.004 memory: 5036 grad_norm: 4.8040 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1987 loss: 3.1987 2022/06/25 22:11:11 - mmengine - INFO - Epoch(train) [39][2720/3757] lr: 8.940e-03 eta: 1 day, 14:46:13 time: 0.250 data_time: 0.005 memory: 5036 grad_norm: 5.2930 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1163 loss: 3.1163 2022/06/25 22:11:16 - mmengine - INFO - Epoch(train) [39][2740/3757] lr: 8.940e-03 eta: 1 day, 14:46:08 time: 0.264 data_time: 0.016 memory: 5036 grad_norm: 4.8165 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.7665 loss: 2.7665 2022/06/25 22:11:21 - mmengine - INFO - Epoch(train) [39][2760/3757] lr: 8.940e-03 eta: 1 day, 14:46:02 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 5.4610 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 3.0997 loss: 3.0997 2022/06/25 22:11:26 - mmengine - INFO - Epoch(train) [39][2780/3757] lr: 8.940e-03 eta: 1 day, 14:45:57 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 4.6951 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3475 loss: 2.3475 2022/06/25 22:11:32 - mmengine - INFO - Epoch(train) [39][2800/3757] lr: 8.940e-03 eta: 1 day, 14:45:52 time: 0.272 data_time: 0.011 memory: 5036 grad_norm: 5.6775 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8919 loss: 2.8919 2022/06/25 22:11:37 - mmengine - INFO - Epoch(train) [39][2820/3757] lr: 8.940e-03 eta: 1 day, 14:45:46 time: 0.256 data_time: 0.008 memory: 5036 grad_norm: 6.3988 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.6239 loss: 2.6239 2022/06/25 22:11:42 - mmengine - INFO - Epoch(train) [39][2840/3757] lr: 8.940e-03 eta: 1 day, 14:45:41 time: 0.285 data_time: 0.030 memory: 5036 grad_norm: 4.9910 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9139 loss: 2.9139 2022/06/25 22:11:47 - mmengine - INFO - Epoch(train) [39][2860/3757] lr: 8.940e-03 eta: 1 day, 14:45:35 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 5.3628 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6806 loss: 2.6806 2022/06/25 22:11:52 - mmengine - INFO - Epoch(train) [39][2880/3757] lr: 8.940e-03 eta: 1 day, 14:45:30 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 5.5511 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4006 loss: 2.4006 2022/06/25 22:11:58 - mmengine - INFO - Epoch(train) [39][2900/3757] lr: 8.940e-03 eta: 1 day, 14:45:25 time: 0.263 data_time: 0.002 memory: 5036 grad_norm: 5.2486 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.8896 loss: 2.8896 2022/06/25 22:12:03 - mmengine - INFO - Epoch(train) [39][2920/3757] lr: 8.940e-03 eta: 1 day, 14:45:20 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 6.3061 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.3780 loss: 3.3780 2022/06/25 22:12:08 - mmengine - INFO - Epoch(train) [39][2940/3757] lr: 8.940e-03 eta: 1 day, 14:45:14 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 5.5465 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 3.0161 loss: 3.0161 2022/06/25 22:12:13 - mmengine - INFO - Epoch(train) [39][2960/3757] lr: 8.940e-03 eta: 1 day, 14:45:09 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 4.9112 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.3438 loss: 3.3438 2022/06/25 22:12:19 - mmengine - INFO - Epoch(train) [39][2980/3757] lr: 8.940e-03 eta: 1 day, 14:45:03 time: 0.269 data_time: 0.002 memory: 5036 grad_norm: 5.9873 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9866 loss: 2.9866 2022/06/25 22:12:24 - mmengine - INFO - Epoch(train) [39][3000/3757] lr: 8.940e-03 eta: 1 day, 14:45:00 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 5.7606 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.4530 loss: 3.4530 2022/06/25 22:12:30 - mmengine - INFO - Epoch(train) [39][3020/3757] lr: 8.940e-03 eta: 1 day, 14:44:54 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 5.1301 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.5550 loss: 3.5550 2022/06/25 22:12:35 - mmengine - INFO - Epoch(train) [39][3040/3757] lr: 8.940e-03 eta: 1 day, 14:44:49 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 5.3190 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.3070 loss: 3.3070 2022/06/25 22:12:40 - mmengine - INFO - Epoch(train) [39][3060/3757] lr: 8.940e-03 eta: 1 day, 14:44:43 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 5.4366 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.0025 loss: 3.0025 2022/06/25 22:12:45 - mmengine - INFO - Epoch(train) [39][3080/3757] lr: 8.940e-03 eta: 1 day, 14:44:39 time: 0.256 data_time: 0.005 memory: 5036 grad_norm: 5.8375 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9268 loss: 2.9268 2022/06/25 22:12:51 - mmengine - INFO - Epoch(train) [39][3100/3757] lr: 8.940e-03 eta: 1 day, 14:44:33 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 5.5652 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.0312 loss: 3.0312 2022/06/25 22:12:56 - mmengine - INFO - Epoch(train) [39][3120/3757] lr: 8.940e-03 eta: 1 day, 14:44:28 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 5.5311 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2621 loss: 3.2621 2022/06/25 22:13:01 - mmengine - INFO - Epoch(train) [39][3140/3757] lr: 8.940e-03 eta: 1 day, 14:44:22 time: 0.249 data_time: 0.005 memory: 5036 grad_norm: 5.6802 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1068 loss: 3.1068 2022/06/25 22:13:07 - mmengine - INFO - Epoch(train) [39][3160/3757] lr: 8.940e-03 eta: 1 day, 14:44:18 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 6.3740 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.2876 loss: 3.2876 2022/06/25 22:13:12 - mmengine - INFO - Epoch(train) [39][3180/3757] lr: 8.940e-03 eta: 1 day, 14:44:12 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 5.4571 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.9754 loss: 2.9754 2022/06/25 22:13:17 - mmengine - INFO - Epoch(train) [39][3200/3757] lr: 8.940e-03 eta: 1 day, 14:44:06 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 5.1824 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.9761 loss: 2.9761 2022/06/25 22:13:23 - mmengine - INFO - Epoch(train) [39][3220/3757] lr: 8.940e-03 eta: 1 day, 14:44:03 time: 0.362 data_time: 0.030 memory: 5036 grad_norm: 5.3821 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8256 loss: 2.8256 2022/06/25 22:13:26 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 22:13:28 - mmengine - INFO - Epoch(train) [39][3240/3757] lr: 8.940e-03 eta: 1 day, 14:43:57 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 5.2623 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0498 loss: 3.0498 2022/06/25 22:13:33 - mmengine - INFO - Epoch(train) [39][3260/3757] lr: 8.940e-03 eta: 1 day, 14:43:51 time: 0.252 data_time: 0.005 memory: 5036 grad_norm: 5.2022 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.0297 loss: 3.0297 2022/06/25 22:13:38 - mmengine - INFO - Epoch(train) [39][3280/3757] lr: 8.940e-03 eta: 1 day, 14:43:46 time: 0.253 data_time: 0.005 memory: 5036 grad_norm: 5.2299 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5867 loss: 2.5867 2022/06/25 22:13:43 - mmengine - INFO - Epoch(train) [39][3300/3757] lr: 8.940e-03 eta: 1 day, 14:43:40 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 5.3077 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.0464 loss: 3.0464 2022/06/25 22:13:48 - mmengine - INFO - Epoch(train) [39][3320/3757] lr: 8.940e-03 eta: 1 day, 14:43:34 time: 0.249 data_time: 0.008 memory: 5036 grad_norm: 6.0980 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2215 loss: 3.2215 2022/06/25 22:13:54 - mmengine - INFO - Epoch(train) [39][3340/3757] lr: 8.940e-03 eta: 1 day, 14:43:28 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 5.7148 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9523 loss: 2.9523 2022/06/25 22:13:59 - mmengine - INFO - Epoch(train) [39][3360/3757] lr: 8.940e-03 eta: 1 day, 14:43:23 time: 0.254 data_time: 0.014 memory: 5036 grad_norm: 5.5346 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.5674 loss: 2.5674 2022/06/25 22:14:04 - mmengine - INFO - Epoch(train) [39][3380/3757] lr: 8.940e-03 eta: 1 day, 14:43:19 time: 0.245 data_time: 0.003 memory: 5036 grad_norm: 5.1936 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.8348 loss: 2.8348 2022/06/25 22:14:09 - mmengine - INFO - Epoch(train) [39][3400/3757] lr: 8.940e-03 eta: 1 day, 14:43:13 time: 0.248 data_time: 0.005 memory: 5036 grad_norm: 5.4912 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.2504 loss: 3.2504 2022/06/25 22:14:15 - mmengine - INFO - Epoch(train) [39][3420/3757] lr: 8.940e-03 eta: 1 day, 14:43:08 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 4.1974 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.4094 loss: 3.4094 2022/06/25 22:14:20 - mmengine - INFO - Epoch(train) [39][3440/3757] lr: 8.940e-03 eta: 1 day, 14:43:02 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 5.4403 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.3497 loss: 3.3497 2022/06/25 22:14:25 - mmengine - INFO - Epoch(train) [39][3460/3757] lr: 8.940e-03 eta: 1 day, 14:42:56 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 5.5868 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3874 loss: 2.3874 2022/06/25 22:14:30 - mmengine - INFO - Epoch(train) [39][3480/3757] lr: 8.940e-03 eta: 1 day, 14:42:50 time: 0.253 data_time: 0.005 memory: 5036 grad_norm: 5.4059 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8633 loss: 2.8633 2022/06/25 22:14:35 - mmengine - INFO - Epoch(train) [39][3500/3757] lr: 8.940e-03 eta: 1 day, 14:42:44 time: 0.252 data_time: 0.005 memory: 5036 grad_norm: 5.4662 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0080 loss: 3.0080 2022/06/25 22:14:40 - mmengine - INFO - Epoch(train) [39][3520/3757] lr: 8.940e-03 eta: 1 day, 14:42:38 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 5.4698 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.7307 loss: 2.7307 2022/06/25 22:14:45 - mmengine - INFO - Epoch(train) [39][3540/3757] lr: 8.940e-03 eta: 1 day, 14:42:33 time: 0.255 data_time: 0.004 memory: 5036 grad_norm: 4.8550 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8068 loss: 2.8068 2022/06/25 22:14:50 - mmengine - INFO - Epoch(train) [39][3560/3757] lr: 8.940e-03 eta: 1 day, 14:42:27 time: 0.250 data_time: 0.005 memory: 5036 grad_norm: 5.7963 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8052 loss: 2.8052 2022/06/25 22:14:56 - mmengine - INFO - Epoch(train) [39][3580/3757] lr: 8.940e-03 eta: 1 day, 14:42:21 time: 0.254 data_time: 0.005 memory: 5036 grad_norm: 5.0396 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0959 loss: 3.0959 2022/06/25 22:15:01 - mmengine - INFO - Epoch(train) [39][3600/3757] lr: 8.940e-03 eta: 1 day, 14:42:15 time: 0.249 data_time: 0.007 memory: 5036 grad_norm: 5.5616 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8713 loss: 2.8713 2022/06/25 22:15:06 - mmengine - INFO - Epoch(train) [39][3620/3757] lr: 8.940e-03 eta: 1 day, 14:42:10 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 4.5486 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4711 loss: 2.4711 2022/06/25 22:15:11 - mmengine - INFO - Epoch(train) [39][3640/3757] lr: 8.940e-03 eta: 1 day, 14:42:04 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 4.9025 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.8789 loss: 2.8789 2022/06/25 22:15:16 - mmengine - INFO - Epoch(train) [39][3660/3757] lr: 8.940e-03 eta: 1 day, 14:41:59 time: 0.256 data_time: 0.002 memory: 5036 grad_norm: 5.3263 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8389 loss: 2.8389 2022/06/25 22:15:21 - mmengine - INFO - Epoch(train) [39][3680/3757] lr: 8.940e-03 eta: 1 day, 14:41:53 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 5.8446 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.4746 loss: 3.4746 2022/06/25 22:15:27 - mmengine - INFO - Epoch(train) [39][3700/3757] lr: 8.940e-03 eta: 1 day, 14:41:48 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 5.2830 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0856 loss: 3.0856 2022/06/25 22:15:32 - mmengine - INFO - Epoch(train) [39][3720/3757] lr: 8.940e-03 eta: 1 day, 14:41:43 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 5.0988 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8977 loss: 2.8977 2022/06/25 22:15:37 - mmengine - INFO - Epoch(train) [39][3740/3757] lr: 8.940e-03 eta: 1 day, 14:41:37 time: 0.259 data_time: 0.002 memory: 5036 grad_norm: 5.2640 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9736 loss: 2.9736 2022/06/25 22:15:41 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 22:15:41 - mmengine - INFO - Saving checkpoint at 39 epochs 2022/06/25 22:15:55 - mmengine - INFO - Epoch(val) [39][20/310] eta: 0:01:46 time: 0.108 data_time: 0.001 memory: 5036 2022/06/25 22:15:59 - mmengine - INFO - Epoch(val) [39][40/310] eta: 0:01:36 time: 0.107 data_time: 0.005 memory: 1723 2022/06/25 22:16:04 - mmengine - INFO - Epoch(val) [39][60/310] eta: 0:00:26 time: 0.103 data_time: 0.001 memory: 1723 2022/06/25 22:16:08 - mmengine - INFO - Epoch(val) [39][80/310] eta: 0:00:24 time: 0.109 data_time: 0.002 memory: 1723 2022/06/25 22:16:15 - mmengine - INFO - Epoch(val) [39][100/310] eta: 0:01:10 time: 0.103 data_time: 0.002 memory: 1723 2022/06/25 22:16:20 - mmengine - INFO - Epoch(val) [39][120/310] eta: 0:01:09 time: 0.226 data_time: 0.124 memory: 1723 2022/06/25 22:16:25 - mmengine - INFO - Epoch(val) [39][140/310] eta: 0:00:21 time: 0.104 data_time: 0.001 memory: 1723 2022/06/25 22:16:29 - mmengine - INFO - Epoch(val) [39][160/310] eta: 0:00:18 time: 0.103 data_time: 0.001 memory: 1723 2022/06/25 22:16:36 - mmengine - INFO - Epoch(val) [39][180/310] eta: 0:00:41 time: 0.103 data_time: 0.002 memory: 1723 2022/06/25 22:16:41 - mmengine - INFO - Epoch(val) [39][200/310] eta: 0:00:38 time: 0.340 data_time: 0.239 memory: 1723 2022/06/25 22:16:46 - mmengine - INFO - Epoch(val) [39][220/310] eta: 0:00:12 time: 0.105 data_time: 0.002 memory: 1723 2022/06/25 22:16:50 - mmengine - INFO - Epoch(val) [39][240/310] eta: 0:00:09 time: 0.102 data_time: 0.001 memory: 1723 2022/06/25 22:16:57 - mmengine - INFO - Epoch(val) [39][260/310] eta: 0:00:17 time: 0.253 data_time: 0.151 memory: 1723 2022/06/25 22:17:01 - mmengine - INFO - Epoch(val) [39][280/310] eta: 0:00:08 time: 0.109 data_time: 0.001 memory: 1723 2022/06/25 22:17:03 - mmengine - INFO - Epoch(val) [39][300/310] eta: 0:00:01 time: 0.102 data_time: 0.001 memory: 1723 2022/06/25 22:17:06 - mmengine - INFO - Epoch(val) [39][310/310] acc/top1: 0.4175 acc/top5: 0.6847 acc/mean1: 0.4173 2022/06/25 22:17:15 - mmengine - INFO - Epoch(train) [40][20/3757] lr: 8.886e-03 eta: 1 day, 14:41:36 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 5.3178 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.5708 loss: 2.5708 2022/06/25 22:17:21 - mmengine - INFO - Epoch(train) [40][40/3757] lr: 8.886e-03 eta: 1 day, 14:41:31 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 5.2237 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 3.2851 loss: 3.2851 2022/06/25 22:17:26 - mmengine - INFO - Epoch(train) [40][60/3757] lr: 8.886e-03 eta: 1 day, 14:41:27 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 4.7454 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.7932 loss: 2.7932 2022/06/25 22:17:31 - mmengine - INFO - Epoch(train) [40][80/3757] lr: 8.886e-03 eta: 1 day, 14:41:21 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 5.6120 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0001 loss: 3.0001 2022/06/25 22:17:37 - mmengine - INFO - Epoch(train) [40][100/3757] lr: 8.886e-03 eta: 1 day, 14:41:17 time: 0.244 data_time: 0.003 memory: 5036 grad_norm: 5.4352 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7498 loss: 2.7498 2022/06/25 22:17:42 - mmengine - INFO - Epoch(train) [40][120/3757] lr: 8.886e-03 eta: 1 day, 14:41:11 time: 0.244 data_time: 0.003 memory: 5036 grad_norm: 6.2237 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.7852 loss: 2.7852 2022/06/25 22:17:47 - mmengine - INFO - Epoch(train) [40][140/3757] lr: 8.886e-03 eta: 1 day, 14:41:06 time: 0.244 data_time: 0.003 memory: 5036 grad_norm: 5.0421 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4096 loss: 2.4096 2022/06/25 22:17:52 - mmengine - INFO - Epoch(train) [40][160/3757] lr: 8.886e-03 eta: 1 day, 14:41:00 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 5.7611 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.6446 loss: 2.6446 2022/06/25 22:17:58 - mmengine - INFO - Epoch(train) [40][180/3757] lr: 8.886e-03 eta: 1 day, 14:40:56 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 5.4297 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8658 loss: 2.8658 2022/06/25 22:18:03 - mmengine - INFO - Epoch(train) [40][200/3757] lr: 8.886e-03 eta: 1 day, 14:40:51 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 5.1197 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7468 loss: 2.7468 2022/06/25 22:18:09 - mmengine - INFO - Epoch(train) [40][220/3757] lr: 8.886e-03 eta: 1 day, 14:40:46 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 5.2817 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7992 loss: 2.7992 2022/06/25 22:18:14 - mmengine - INFO - Epoch(train) [40][240/3757] lr: 8.886e-03 eta: 1 day, 14:40:40 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 5.6814 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.8511 loss: 2.8511 2022/06/25 22:18:19 - mmengine - INFO - Epoch(train) [40][260/3757] lr: 8.886e-03 eta: 1 day, 14:40:36 time: 0.245 data_time: 0.003 memory: 5036 grad_norm: 4.7221 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.5926 loss: 2.5926 2022/06/25 22:18:25 - mmengine - INFO - Epoch(train) [40][280/3757] lr: 8.886e-03 eta: 1 day, 14:40:31 time: 0.269 data_time: 0.003 memory: 5036 grad_norm: 4.6441 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.5694 loss: 2.5694 2022/06/25 22:18:30 - mmengine - INFO - Epoch(train) [40][300/3757] lr: 8.886e-03 eta: 1 day, 14:40:26 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 5.1206 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.0549 loss: 3.0549 2022/06/25 22:18:35 - mmengine - INFO - Epoch(train) [40][320/3757] lr: 8.886e-03 eta: 1 day, 14:40:20 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 5.3308 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.8320 loss: 2.8320 2022/06/25 22:18:40 - mmengine - INFO - Epoch(train) [40][340/3757] lr: 8.886e-03 eta: 1 day, 14:40:15 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 5.5270 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8142 loss: 2.8142 2022/06/25 22:18:46 - mmengine - INFO - Epoch(train) [40][360/3757] lr: 8.886e-03 eta: 1 day, 14:40:09 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 5.5796 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.2795 loss: 3.2795 2022/06/25 22:18:51 - mmengine - INFO - Epoch(train) [40][380/3757] lr: 8.886e-03 eta: 1 day, 14:40:04 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 5.7764 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.6491 loss: 2.6491 2022/06/25 22:18:56 - mmengine - INFO - Epoch(train) [40][400/3757] lr: 8.886e-03 eta: 1 day, 14:39:58 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 5.5921 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.2263 loss: 3.2263 2022/06/25 22:19:01 - mmengine - INFO - Epoch(train) [40][420/3757] lr: 8.886e-03 eta: 1 day, 14:39:53 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 5.4551 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9239 loss: 2.9239 2022/06/25 22:19:07 - mmengine - INFO - Epoch(train) [40][440/3757] lr: 8.886e-03 eta: 1 day, 14:39:48 time: 0.261 data_time: 0.002 memory: 5036 grad_norm: 5.7015 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6968 loss: 2.6968 2022/06/25 22:19:12 - mmengine - INFO - Epoch(train) [40][460/3757] lr: 8.886e-03 eta: 1 day, 14:39:43 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 5.0209 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.8806 loss: 2.8806 2022/06/25 22:19:16 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 22:19:17 - mmengine - INFO - Epoch(train) [40][480/3757] lr: 8.886e-03 eta: 1 day, 14:39:37 time: 0.261 data_time: 0.005 memory: 5036 grad_norm: 4.9578 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.1003 loss: 3.1003 2022/06/25 22:19:22 - mmengine - INFO - Epoch(train) [40][500/3757] lr: 8.886e-03 eta: 1 day, 14:39:32 time: 0.330 data_time: 0.002 memory: 5036 grad_norm: 5.4633 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8913 loss: 2.8913 2022/06/25 22:19:28 - mmengine - INFO - Epoch(train) [40][520/3757] lr: 8.886e-03 eta: 1 day, 14:39:26 time: 0.259 data_time: 0.002 memory: 5036 grad_norm: 5.8023 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1452 loss: 3.1452 2022/06/25 22:19:33 - mmengine - INFO - Epoch(train) [40][540/3757] lr: 8.886e-03 eta: 1 day, 14:39:21 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 5.6494 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.9544 loss: 2.9544 2022/06/25 22:19:38 - mmengine - INFO - Epoch(train) [40][560/3757] lr: 8.886e-03 eta: 1 day, 14:39:15 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 5.0747 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0550 loss: 3.0550 2022/06/25 22:19:43 - mmengine - INFO - Epoch(train) [40][580/3757] lr: 8.886e-03 eta: 1 day, 14:39:11 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 5.7166 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.7007 loss: 2.7007 2022/06/25 22:19:48 - mmengine - INFO - Epoch(train) [40][600/3757] lr: 8.886e-03 eta: 1 day, 14:39:05 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 6.2031 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0169 loss: 3.0169 2022/06/25 22:19:54 - mmengine - INFO - Epoch(train) [40][620/3757] lr: 8.886e-03 eta: 1 day, 14:38:59 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 4.8357 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7636 loss: 2.7636 2022/06/25 22:19:59 - mmengine - INFO - Epoch(train) [40][640/3757] lr: 8.886e-03 eta: 1 day, 14:38:54 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 5.3348 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.5844 loss: 2.5844 2022/06/25 22:20:04 - mmengine - INFO - Epoch(train) [40][660/3757] lr: 8.886e-03 eta: 1 day, 14:38:48 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 5.7834 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 2.9641 loss: 2.9641 2022/06/25 22:20:09 - mmengine - INFO - Epoch(train) [40][680/3757] lr: 8.886e-03 eta: 1 day, 14:38:43 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 5.4088 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0963 loss: 3.0963 2022/06/25 22:20:14 - mmengine - INFO - Epoch(train) [40][700/3757] lr: 8.886e-03 eta: 1 day, 14:38:37 time: 0.245 data_time: 0.003 memory: 5036 grad_norm: 6.5444 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.0753 loss: 3.0753 2022/06/25 22:20:20 - mmengine - INFO - Epoch(train) [40][720/3757] lr: 8.886e-03 eta: 1 day, 14:38:32 time: 0.246 data_time: 0.009 memory: 5036 grad_norm: 5.2486 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1563 loss: 3.1563 2022/06/25 22:20:25 - mmengine - INFO - Epoch(train) [40][740/3757] lr: 8.886e-03 eta: 1 day, 14:38:28 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 5.5179 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8582 loss: 2.8582 2022/06/25 22:20:31 - mmengine - INFO - Epoch(train) [40][760/3757] lr: 8.886e-03 eta: 1 day, 14:38:23 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 5.8692 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2056 loss: 3.2056 2022/06/25 22:20:36 - mmengine - INFO - Epoch(train) [40][780/3757] lr: 8.886e-03 eta: 1 day, 14:38:17 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 5.0370 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7074 loss: 2.7074 2022/06/25 22:20:41 - mmengine - INFO - Epoch(train) [40][800/3757] lr: 8.886e-03 eta: 1 day, 14:38:13 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 5.1500 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.3767 loss: 3.3767 2022/06/25 22:20:47 - mmengine - INFO - Epoch(train) [40][820/3757] lr: 8.886e-03 eta: 1 day, 14:38:08 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 5.7305 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.9343 loss: 2.9343 2022/06/25 22:20:52 - mmengine - INFO - Epoch(train) [40][840/3757] lr: 8.886e-03 eta: 1 day, 14:38:02 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 5.2145 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.3543 loss: 3.3543 2022/06/25 22:20:57 - mmengine - INFO - Epoch(train) [40][860/3757] lr: 8.886e-03 eta: 1 day, 14:37:57 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 5.0732 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4681 loss: 3.4681 2022/06/25 22:21:02 - mmengine - INFO - Epoch(train) [40][880/3757] lr: 8.886e-03 eta: 1 day, 14:37:51 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 5.1558 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.8198 loss: 2.8198 2022/06/25 22:21:08 - mmengine - INFO - Epoch(train) [40][900/3757] lr: 8.886e-03 eta: 1 day, 14:37:46 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 5.7133 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8463 loss: 2.8463 2022/06/25 22:21:13 - mmengine - INFO - Epoch(train) [40][920/3757] lr: 8.886e-03 eta: 1 day, 14:37:41 time: 0.262 data_time: 0.002 memory: 5036 grad_norm: 5.1648 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0989 loss: 3.0989 2022/06/25 22:21:18 - mmengine - INFO - Epoch(train) [40][940/3757] lr: 8.886e-03 eta: 1 day, 14:37:35 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 5.5719 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.1702 loss: 3.1702 2022/06/25 22:21:23 - mmengine - INFO - Epoch(train) [40][960/3757] lr: 8.886e-03 eta: 1 day, 14:37:30 time: 0.249 data_time: 0.005 memory: 5036 grad_norm: 5.2261 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.4928 loss: 2.4928 2022/06/25 22:21:28 - mmengine - INFO - Epoch(train) [40][980/3757] lr: 8.886e-03 eta: 1 day, 14:37:25 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 5.9168 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.9433 loss: 2.9433 2022/06/25 22:21:34 - mmengine - INFO - Epoch(train) [40][1000/3757] lr: 8.886e-03 eta: 1 day, 14:37:19 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 6.3535 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 3.1873 loss: 3.1873 2022/06/25 22:21:39 - mmengine - INFO - Epoch(train) [40][1020/3757] lr: 8.886e-03 eta: 1 day, 14:37:13 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 5.4847 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0788 loss: 3.0788 2022/06/25 22:21:44 - mmengine - INFO - Epoch(train) [40][1040/3757] lr: 8.886e-03 eta: 1 day, 14:37:09 time: 0.248 data_time: 0.008 memory: 5036 grad_norm: 5.2081 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.0906 loss: 3.0906 2022/06/25 22:21:50 - mmengine - INFO - Epoch(train) [40][1060/3757] lr: 8.886e-03 eta: 1 day, 14:37:04 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 4.9773 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.8037 loss: 2.8037 2022/06/25 22:21:55 - mmengine - INFO - Epoch(train) [40][1080/3757] lr: 8.886e-03 eta: 1 day, 14:36:58 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 5.3796 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1113 loss: 3.1113 2022/06/25 22:22:00 - mmengine - INFO - Epoch(train) [40][1100/3757] lr: 8.886e-03 eta: 1 day, 14:36:52 time: 0.249 data_time: 0.005 memory: 5036 grad_norm: 5.9417 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.6660 loss: 3.6660 2022/06/25 22:22:05 - mmengine - INFO - Epoch(train) [40][1120/3757] lr: 8.886e-03 eta: 1 day, 14:36:46 time: 0.246 data_time: 0.008 memory: 5036 grad_norm: 5.6501 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9319 loss: 2.9319 2022/06/25 22:22:10 - mmengine - INFO - Epoch(train) [40][1140/3757] lr: 8.886e-03 eta: 1 day, 14:36:40 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 5.6087 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.5738 loss: 2.5738 2022/06/25 22:22:15 - mmengine - INFO - Epoch(train) [40][1160/3757] lr: 8.886e-03 eta: 1 day, 14:36:35 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 5.3904 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.4821 loss: 2.4821 2022/06/25 22:22:20 - mmengine - INFO - Epoch(train) [40][1180/3757] lr: 8.886e-03 eta: 1 day, 14:36:29 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 5.1762 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8892 loss: 2.8892 2022/06/25 22:22:26 - mmengine - INFO - Epoch(train) [40][1200/3757] lr: 8.886e-03 eta: 1 day, 14:36:25 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 5.5798 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8281 loss: 2.8281 2022/06/25 22:22:31 - mmengine - INFO - Epoch(train) [40][1220/3757] lr: 8.886e-03 eta: 1 day, 14:36:20 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 5.2009 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.1385 loss: 3.1385 2022/06/25 22:22:36 - mmengine - INFO - Epoch(train) [40][1240/3757] lr: 8.886e-03 eta: 1 day, 14:36:14 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 4.8433 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.5808 loss: 2.5808 2022/06/25 22:22:41 - mmengine - INFO - Epoch(train) [40][1260/3757] lr: 8.886e-03 eta: 1 day, 14:36:08 time: 0.278 data_time: 0.003 memory: 5036 grad_norm: 5.4881 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.1135 loss: 3.1135 2022/06/25 22:22:47 - mmengine - INFO - Epoch(train) [40][1280/3757] lr: 8.886e-03 eta: 1 day, 14:36:02 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 5.3601 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5435 loss: 2.5435 2022/06/25 22:22:52 - mmengine - INFO - Epoch(train) [40][1300/3757] lr: 8.886e-03 eta: 1 day, 14:35:57 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 5.3344 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.2374 loss: 3.2374 2022/06/25 22:22:57 - mmengine - INFO - Epoch(train) [40][1320/3757] lr: 8.886e-03 eta: 1 day, 14:35:51 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 5.3448 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9414 loss: 2.9414 2022/06/25 22:23:02 - mmengine - INFO - Epoch(train) [40][1340/3757] lr: 8.886e-03 eta: 1 day, 14:35:45 time: 0.257 data_time: 0.002 memory: 5036 grad_norm: 6.0412 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.7804 loss: 2.7804 2022/06/25 22:23:08 - mmengine - INFO - Epoch(train) [40][1360/3757] lr: 8.886e-03 eta: 1 day, 14:35:42 time: 0.261 data_time: 0.002 memory: 5036 grad_norm: 5.4128 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.4243 loss: 3.4243 2022/06/25 22:23:13 - mmengine - INFO - Epoch(train) [40][1380/3757] lr: 8.886e-03 eta: 1 day, 14:35:36 time: 0.265 data_time: 0.002 memory: 5036 grad_norm: 5.4221 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6662 loss: 2.6662 2022/06/25 22:23:18 - mmengine - INFO - Epoch(train) [40][1400/3757] lr: 8.886e-03 eta: 1 day, 14:35:30 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 5.6291 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.0357 loss: 3.0357 2022/06/25 22:23:23 - mmengine - INFO - Epoch(train) [40][1420/3757] lr: 8.886e-03 eta: 1 day, 14:35:25 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 5.3236 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.9014 loss: 2.9014 2022/06/25 22:23:29 - mmengine - INFO - Epoch(train) [40][1440/3757] lr: 8.886e-03 eta: 1 day, 14:35:20 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 5.3117 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.8916 loss: 2.8916 2022/06/25 22:23:34 - mmengine - INFO - Epoch(train) [40][1460/3757] lr: 8.886e-03 eta: 1 day, 14:35:14 time: 0.262 data_time: 0.002 memory: 5036 grad_norm: 5.3588 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.4770 loss: 2.4770 2022/06/25 22:23:38 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 22:23:39 - mmengine - INFO - Epoch(train) [40][1480/3757] lr: 8.886e-03 eta: 1 day, 14:35:08 time: 0.245 data_time: 0.003 memory: 5036 grad_norm: 5.4622 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0698 loss: 3.0698 2022/06/25 22:23:44 - mmengine - INFO - Epoch(train) [40][1500/3757] lr: 8.886e-03 eta: 1 day, 14:35:03 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 5.7262 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1070 loss: 3.1070 2022/06/25 22:23:49 - mmengine - INFO - Epoch(train) [40][1520/3757] lr: 8.886e-03 eta: 1 day, 14:34:57 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 5.6148 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.9411 loss: 2.9411 2022/06/25 22:23:54 - mmengine - INFO - Epoch(train) [40][1540/3757] lr: 8.886e-03 eta: 1 day, 14:34:52 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 4.9591 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.0658 loss: 3.0658 2022/06/25 22:24:00 - mmengine - INFO - Epoch(train) [40][1560/3757] lr: 8.886e-03 eta: 1 day, 14:34:46 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 6.0547 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.2166 loss: 3.2166 2022/06/25 22:24:05 - mmengine - INFO - Epoch(train) [40][1580/3757] lr: 8.886e-03 eta: 1 day, 14:34:42 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 5.5314 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.5219 loss: 2.5219 2022/06/25 22:24:10 - mmengine - INFO - Epoch(train) [40][1600/3757] lr: 8.886e-03 eta: 1 day, 14:34:37 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 5.3282 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.7857 loss: 2.7857 2022/06/25 22:24:16 - mmengine - INFO - Epoch(train) [40][1620/3757] lr: 8.886e-03 eta: 1 day, 14:34:31 time: 0.272 data_time: 0.003 memory: 5036 grad_norm: 5.0574 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8941 loss: 2.8941 2022/06/25 22:24:21 - mmengine - INFO - Epoch(train) [40][1640/3757] lr: 8.886e-03 eta: 1 day, 14:34:26 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 4.6698 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9508 loss: 2.9508 2022/06/25 22:24:27 - mmengine - INFO - Epoch(train) [40][1660/3757] lr: 8.886e-03 eta: 1 day, 14:34:22 time: 0.273 data_time: 0.003 memory: 5036 grad_norm: 4.9765 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1556 loss: 3.1556 2022/06/25 22:24:32 - mmengine - INFO - Epoch(train) [40][1680/3757] lr: 8.886e-03 eta: 1 day, 14:34:17 time: 0.243 data_time: 0.003 memory: 5036 grad_norm: 5.5566 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7167 loss: 2.7167 2022/06/25 22:24:37 - mmengine - INFO - Epoch(train) [40][1700/3757] lr: 8.886e-03 eta: 1 day, 14:34:12 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 5.8107 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.0506 loss: 3.0506 2022/06/25 22:24:42 - mmengine - INFO - Epoch(train) [40][1720/3757] lr: 8.886e-03 eta: 1 day, 14:34:06 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 5.5138 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.1618 loss: 3.1618 2022/06/25 22:24:48 - mmengine - INFO - Epoch(train) [40][1740/3757] lr: 8.886e-03 eta: 1 day, 14:34:02 time: 0.248 data_time: 0.009 memory: 5036 grad_norm: 5.8970 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9118 loss: 2.9118 2022/06/25 22:24:53 - mmengine - INFO - Epoch(train) [40][1760/3757] lr: 8.886e-03 eta: 1 day, 14:33:56 time: 0.257 data_time: 0.011 memory: 5036 grad_norm: 6.0275 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.6878 loss: 2.6878 2022/06/25 22:24:58 - mmengine - INFO - Epoch(train) [40][1780/3757] lr: 8.886e-03 eta: 1 day, 14:33:50 time: 0.252 data_time: 0.011 memory: 5036 grad_norm: 5.3344 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5830 loss: 2.5830 2022/06/25 22:25:03 - mmengine - INFO - Epoch(train) [40][1800/3757] lr: 8.886e-03 eta: 1 day, 14:33:45 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 5.7580 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.8368 loss: 2.8368 2022/06/25 22:25:08 - mmengine - INFO - Epoch(train) [40][1820/3757] lr: 8.886e-03 eta: 1 day, 14:33:39 time: 0.249 data_time: 0.007 memory: 5036 grad_norm: 5.7053 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.9918 loss: 2.9918 2022/06/25 22:25:14 - mmengine - INFO - Epoch(train) [40][1840/3757] lr: 8.886e-03 eta: 1 day, 14:33:33 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 5.1283 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9976 loss: 2.9976 2022/06/25 22:25:19 - mmengine - INFO - Epoch(train) [40][1860/3757] lr: 8.886e-03 eta: 1 day, 14:33:27 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 5.4899 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.7929 loss: 2.7929 2022/06/25 22:25:24 - mmengine - INFO - Epoch(train) [40][1880/3757] lr: 8.886e-03 eta: 1 day, 14:33:22 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 5.2801 top1_acc: 0.0000 top5_acc: 0.6250 loss_cls: 2.6774 loss: 2.6774 2022/06/25 22:25:29 - mmengine - INFO - Epoch(train) [40][1900/3757] lr: 8.886e-03 eta: 1 day, 14:33:16 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 5.4176 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.8783 loss: 2.8783 2022/06/25 22:25:34 - mmengine - INFO - Epoch(train) [40][1920/3757] lr: 8.886e-03 eta: 1 day, 14:33:10 time: 0.253 data_time: 0.008 memory: 5036 grad_norm: 5.9131 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6683 loss: 2.6683 2022/06/25 22:25:39 - mmengine - INFO - Epoch(train) [40][1940/3757] lr: 8.886e-03 eta: 1 day, 14:33:05 time: 0.265 data_time: 0.008 memory: 5036 grad_norm: 5.1824 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.8772 loss: 2.8772 2022/06/25 22:25:45 - mmengine - INFO - Epoch(train) [40][1960/3757] lr: 8.886e-03 eta: 1 day, 14:33:00 time: 0.253 data_time: 0.008 memory: 5036 grad_norm: 5.2822 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7382 loss: 2.7382 2022/06/25 22:25:50 - mmengine - INFO - Epoch(train) [40][1980/3757] lr: 8.886e-03 eta: 1 day, 14:32:55 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 5.1939 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.9939 loss: 2.9939 2022/06/25 22:25:55 - mmengine - INFO - Epoch(train) [40][2000/3757] lr: 8.886e-03 eta: 1 day, 14:32:49 time: 0.246 data_time: 0.006 memory: 5036 grad_norm: 5.2116 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9076 loss: 2.9076 2022/06/25 22:26:00 - mmengine - INFO - Epoch(train) [40][2020/3757] lr: 8.886e-03 eta: 1 day, 14:32:43 time: 0.255 data_time: 0.008 memory: 5036 grad_norm: 4.9144 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7323 loss: 2.7323 2022/06/25 22:26:06 - mmengine - INFO - Epoch(train) [40][2040/3757] lr: 8.886e-03 eta: 1 day, 14:32:38 time: 0.263 data_time: 0.010 memory: 5036 grad_norm: 6.1047 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.0349 loss: 3.0349 2022/06/25 22:26:11 - mmengine - INFO - Epoch(train) [40][2060/3757] lr: 8.886e-03 eta: 1 day, 14:32:32 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 5.9382 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.8617 loss: 2.8617 2022/06/25 22:26:16 - mmengine - INFO - Epoch(train) [40][2080/3757] lr: 8.886e-03 eta: 1 day, 14:32:27 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 5.0345 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.1789 loss: 3.1789 2022/06/25 22:26:21 - mmengine - INFO - Epoch(train) [40][2100/3757] lr: 8.886e-03 eta: 1 day, 14:32:21 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 5.1751 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9602 loss: 2.9602 2022/06/25 22:26:26 - mmengine - INFO - Epoch(train) [40][2120/3757] lr: 8.886e-03 eta: 1 day, 14:32:15 time: 0.265 data_time: 0.006 memory: 5036 grad_norm: 5.5882 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2403 loss: 3.2403 2022/06/25 22:26:31 - mmengine - INFO - Epoch(train) [40][2140/3757] lr: 8.886e-03 eta: 1 day, 14:32:10 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 5.6449 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.2141 loss: 3.2141 2022/06/25 22:26:36 - mmengine - INFO - Epoch(train) [40][2160/3757] lr: 8.886e-03 eta: 1 day, 14:32:04 time: 0.267 data_time: 0.003 memory: 5036 grad_norm: 6.2515 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8596 loss: 2.8596 2022/06/25 22:26:42 - mmengine - INFO - Epoch(train) [40][2180/3757] lr: 8.886e-03 eta: 1 day, 14:31:58 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 5.1985 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.9845 loss: 2.9845 2022/06/25 22:26:47 - mmengine - INFO - Epoch(train) [40][2200/3757] lr: 8.886e-03 eta: 1 day, 14:31:55 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 4.8803 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5898 loss: 2.5898 2022/06/25 22:26:53 - mmengine - INFO - Epoch(train) [40][2220/3757] lr: 8.886e-03 eta: 1 day, 14:31:49 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 5.6625 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9805 loss: 2.9805 2022/06/25 22:26:58 - mmengine - INFO - Epoch(train) [40][2240/3757] lr: 8.886e-03 eta: 1 day, 14:31:44 time: 0.265 data_time: 0.002 memory: 5036 grad_norm: 5.5918 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8778 loss: 2.8778 2022/06/25 22:27:03 - mmengine - INFO - Epoch(train) [40][2260/3757] lr: 8.886e-03 eta: 1 day, 14:31:38 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 5.6931 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.9826 loss: 2.9826 2022/06/25 22:27:08 - mmengine - INFO - Epoch(train) [40][2280/3757] lr: 8.886e-03 eta: 1 day, 14:31:33 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 5.5288 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9460 loss: 2.9460 2022/06/25 22:27:13 - mmengine - INFO - Epoch(train) [40][2300/3757] lr: 8.886e-03 eta: 1 day, 14:31:27 time: 0.291 data_time: 0.036 memory: 5036 grad_norm: 5.8018 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.8441 loss: 2.8441 2022/06/25 22:27:19 - mmengine - INFO - Epoch(train) [40][2320/3757] lr: 8.886e-03 eta: 1 day, 14:31:22 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 5.6803 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2919 loss: 3.2919 2022/06/25 22:27:24 - mmengine - INFO - Epoch(train) [40][2340/3757] lr: 8.886e-03 eta: 1 day, 14:31:19 time: 0.262 data_time: 0.002 memory: 5036 grad_norm: 5.4236 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.0416 loss: 3.0416 2022/06/25 22:27:30 - mmengine - INFO - Epoch(train) [40][2360/3757] lr: 8.886e-03 eta: 1 day, 14:31:13 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 4.6470 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.0315 loss: 3.0315 2022/06/25 22:27:35 - mmengine - INFO - Epoch(train) [40][2380/3757] lr: 8.886e-03 eta: 1 day, 14:31:08 time: 0.259 data_time: 0.016 memory: 5036 grad_norm: 5.8502 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9387 loss: 2.9387 2022/06/25 22:27:40 - mmengine - INFO - Epoch(train) [40][2400/3757] lr: 8.886e-03 eta: 1 day, 14:31:02 time: 0.265 data_time: 0.002 memory: 5036 grad_norm: 5.7302 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0602 loss: 3.0602 2022/06/25 22:27:45 - mmengine - INFO - Epoch(train) [40][2420/3757] lr: 8.886e-03 eta: 1 day, 14:30:57 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 5.6618 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7050 loss: 2.7050 2022/06/25 22:27:50 - mmengine - INFO - Epoch(train) [40][2440/3757] lr: 8.886e-03 eta: 1 day, 14:30:51 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 5.6629 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.8399 loss: 2.8399 2022/06/25 22:27:56 - mmengine - INFO - Epoch(train) [40][2460/3757] lr: 8.886e-03 eta: 1 day, 14:30:46 time: 0.259 data_time: 0.012 memory: 5036 grad_norm: 6.1656 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.9449 loss: 2.9449 2022/06/25 22:28:00 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 22:28:01 - mmengine - INFO - Epoch(train) [40][2480/3757] lr: 8.886e-03 eta: 1 day, 14:30:41 time: 0.262 data_time: 0.005 memory: 5036 grad_norm: 5.8345 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.9095 loss: 2.9095 2022/06/25 22:28:06 - mmengine - INFO - Epoch(train) [40][2500/3757] lr: 8.886e-03 eta: 1 day, 14:30:36 time: 0.259 data_time: 0.008 memory: 5036 grad_norm: 6.0255 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6308 loss: 2.6308 2022/06/25 22:28:11 - mmengine - INFO - Epoch(train) [40][2520/3757] lr: 8.886e-03 eta: 1 day, 14:30:30 time: 0.259 data_time: 0.002 memory: 5036 grad_norm: 5.6388 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8877 loss: 2.8877 2022/06/25 22:28:17 - mmengine - INFO - Epoch(train) [40][2540/3757] lr: 8.886e-03 eta: 1 day, 14:30:25 time: 0.252 data_time: 0.015 memory: 5036 grad_norm: 5.6949 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0820 loss: 3.0820 2022/06/25 22:28:22 - mmengine - INFO - Epoch(train) [40][2560/3757] lr: 8.886e-03 eta: 1 day, 14:30:19 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 5.5343 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.8294 loss: 2.8294 2022/06/25 22:28:28 - mmengine - INFO - Epoch(train) [40][2580/3757] lr: 8.886e-03 eta: 1 day, 14:30:15 time: 0.260 data_time: 0.002 memory: 5036 grad_norm: 5.0785 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.0269 loss: 3.0269 2022/06/25 22:28:33 - mmengine - INFO - Epoch(train) [40][2600/3757] lr: 8.886e-03 eta: 1 day, 14:30:10 time: 0.263 data_time: 0.002 memory: 5036 grad_norm: 6.3114 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.7438 loss: 2.7438 2022/06/25 22:28:38 - mmengine - INFO - Epoch(train) [40][2620/3757] lr: 8.886e-03 eta: 1 day, 14:30:04 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 4.7049 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.0107 loss: 3.0107 2022/06/25 22:28:43 - mmengine - INFO - Epoch(train) [40][2640/3757] lr: 8.886e-03 eta: 1 day, 14:29:58 time: 0.256 data_time: 0.008 memory: 5036 grad_norm: 5.9986 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.9996 loss: 2.9996 2022/06/25 22:28:48 - mmengine - INFO - Epoch(train) [40][2660/3757] lr: 8.886e-03 eta: 1 day, 14:29:53 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 5.1950 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8277 loss: 2.8277 2022/06/25 22:28:53 - mmengine - INFO - Epoch(train) [40][2680/3757] lr: 8.886e-03 eta: 1 day, 14:29:47 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 5.9387 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1373 loss: 3.1373 2022/06/25 22:28:58 - mmengine - INFO - Epoch(train) [40][2700/3757] lr: 8.886e-03 eta: 1 day, 14:29:41 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 4.8886 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.6960 loss: 2.6960 2022/06/25 22:29:04 - mmengine - INFO - Epoch(train) [40][2720/3757] lr: 8.886e-03 eta: 1 day, 14:29:36 time: 0.276 data_time: 0.039 memory: 5036 grad_norm: 4.8722 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2218 loss: 3.2218 2022/06/25 22:29:09 - mmengine - INFO - Epoch(train) [40][2740/3757] lr: 8.886e-03 eta: 1 day, 14:29:31 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 5.3010 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.8370 loss: 2.8370 2022/06/25 22:29:14 - mmengine - INFO - Epoch(train) [40][2760/3757] lr: 8.886e-03 eta: 1 day, 14:29:25 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 5.5948 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.5103 loss: 3.5103 2022/06/25 22:29:19 - mmengine - INFO - Epoch(train) [40][2780/3757] lr: 8.886e-03 eta: 1 day, 14:29:19 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 5.6828 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.9338 loss: 2.9338 2022/06/25 22:29:24 - mmengine - INFO - Epoch(train) [40][2800/3757] lr: 8.886e-03 eta: 1 day, 14:29:13 time: 0.260 data_time: 0.020 memory: 5036 grad_norm: 5.7385 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3562 loss: 2.3562 2022/06/25 22:29:30 - mmengine - INFO - Epoch(train) [40][2820/3757] lr: 8.886e-03 eta: 1 day, 14:29:08 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 5.2302 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6455 loss: 2.6455 2022/06/25 22:29:35 - mmengine - INFO - Epoch(train) [40][2840/3757] lr: 8.886e-03 eta: 1 day, 14:29:02 time: 0.262 data_time: 0.016 memory: 5036 grad_norm: 5.7281 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5253 loss: 2.5253 2022/06/25 22:29:40 - mmengine - INFO - Epoch(train) [40][2860/3757] lr: 8.886e-03 eta: 1 day, 14:28:57 time: 0.263 data_time: 0.002 memory: 5036 grad_norm: 5.0713 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.5193 loss: 3.5193 2022/06/25 22:29:46 - mmengine - INFO - Epoch(train) [40][2880/3757] lr: 8.886e-03 eta: 1 day, 14:28:53 time: 0.269 data_time: 0.022 memory: 5036 grad_norm: 5.3014 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8567 loss: 2.8567 2022/06/25 22:29:51 - mmengine - INFO - Epoch(train) [40][2900/3757] lr: 8.886e-03 eta: 1 day, 14:28:47 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 5.3689 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.8643 loss: 2.8643 2022/06/25 22:29:56 - mmengine - INFO - Epoch(train) [40][2920/3757] lr: 8.886e-03 eta: 1 day, 14:28:42 time: 0.268 data_time: 0.020 memory: 5036 grad_norm: 4.9714 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3984 loss: 2.3984 2022/06/25 22:30:01 - mmengine - INFO - Epoch(train) [40][2940/3757] lr: 8.886e-03 eta: 1 day, 14:28:37 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 5.7392 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9659 loss: 2.9659 2022/06/25 22:30:06 - mmengine - INFO - Epoch(train) [40][2960/3757] lr: 8.886e-03 eta: 1 day, 14:28:31 time: 0.260 data_time: 0.023 memory: 5036 grad_norm: 5.8853 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.2137 loss: 3.2137 2022/06/25 22:30:12 - mmengine - INFO - Epoch(train) [40][2980/3757] lr: 8.886e-03 eta: 1 day, 14:28:26 time: 0.243 data_time: 0.003 memory: 5036 grad_norm: 5.1903 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2066 loss: 3.2066 2022/06/25 22:30:17 - mmengine - INFO - Epoch(train) [40][3000/3757] lr: 8.886e-03 eta: 1 day, 14:28:20 time: 0.252 data_time: 0.011 memory: 5036 grad_norm: 5.6338 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1208 loss: 3.1208 2022/06/25 22:30:22 - mmengine - INFO - Epoch(train) [40][3020/3757] lr: 8.886e-03 eta: 1 day, 14:28:15 time: 0.259 data_time: 0.002 memory: 5036 grad_norm: 5.1202 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8394 loss: 2.8394 2022/06/25 22:30:28 - mmengine - INFO - Epoch(train) [40][3040/3757] lr: 8.886e-03 eta: 1 day, 14:28:10 time: 0.265 data_time: 0.022 memory: 5036 grad_norm: 5.2068 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.4519 loss: 3.4519 2022/06/25 22:30:33 - mmengine - INFO - Epoch(train) [40][3060/3757] lr: 8.886e-03 eta: 1 day, 14:28:05 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 5.0961 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2402 loss: 3.2402 2022/06/25 22:30:38 - mmengine - INFO - Epoch(train) [40][3080/3757] lr: 8.886e-03 eta: 1 day, 14:27:59 time: 0.252 data_time: 0.015 memory: 5036 grad_norm: 5.3802 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5340 loss: 2.5340 2022/06/25 22:30:43 - mmengine - INFO - Epoch(train) [40][3100/3757] lr: 8.886e-03 eta: 1 day, 14:27:54 time: 0.323 data_time: 0.002 memory: 5036 grad_norm: 5.2128 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.9964 loss: 2.9964 2022/06/25 22:30:49 - mmengine - INFO - Epoch(train) [40][3120/3757] lr: 8.886e-03 eta: 1 day, 14:27:49 time: 0.263 data_time: 0.022 memory: 5036 grad_norm: 5.2343 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.2226 loss: 3.2226 2022/06/25 22:30:54 - mmengine - INFO - Epoch(train) [40][3140/3757] lr: 8.886e-03 eta: 1 day, 14:27:44 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 5.4859 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.9835 loss: 2.9835 2022/06/25 22:30:59 - mmengine - INFO - Epoch(train) [40][3160/3757] lr: 8.886e-03 eta: 1 day, 14:27:39 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 5.1364 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6724 loss: 2.6724 2022/06/25 22:31:05 - mmengine - INFO - Epoch(train) [40][3180/3757] lr: 8.886e-03 eta: 1 day, 14:27:34 time: 0.267 data_time: 0.003 memory: 5036 grad_norm: 4.8368 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.6590 loss: 2.6590 2022/06/25 22:31:10 - mmengine - INFO - Epoch(train) [40][3200/3757] lr: 8.886e-03 eta: 1 day, 14:27:29 time: 0.275 data_time: 0.028 memory: 5036 grad_norm: 4.9830 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0584 loss: 3.0584 2022/06/25 22:31:15 - mmengine - INFO - Epoch(train) [40][3220/3757] lr: 8.886e-03 eta: 1 day, 14:27:24 time: 0.243 data_time: 0.002 memory: 5036 grad_norm: 5.0511 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.7339 loss: 2.7339 2022/06/25 22:31:21 - mmengine - INFO - Epoch(train) [40][3240/3757] lr: 8.886e-03 eta: 1 day, 14:27:19 time: 0.253 data_time: 0.013 memory: 5036 grad_norm: 5.3807 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7371 loss: 2.7371 2022/06/25 22:31:26 - mmengine - INFO - Epoch(train) [40][3260/3757] lr: 8.886e-03 eta: 1 day, 14:27:15 time: 0.271 data_time: 0.005 memory: 5036 grad_norm: 5.7618 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8558 loss: 2.8558 2022/06/25 22:31:31 - mmengine - INFO - Epoch(train) [40][3280/3757] lr: 8.886e-03 eta: 1 day, 14:27:09 time: 0.248 data_time: 0.008 memory: 5036 grad_norm: 5.9937 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2365 loss: 2.2365 2022/06/25 22:31:37 - mmengine - INFO - Epoch(train) [40][3300/3757] lr: 8.886e-03 eta: 1 day, 14:27:03 time: 0.255 data_time: 0.012 memory: 5036 grad_norm: 6.1394 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7951 loss: 2.7951 2022/06/25 22:31:42 - mmengine - INFO - Epoch(train) [40][3320/3757] lr: 8.886e-03 eta: 1 day, 14:26:57 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 5.0944 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.0720 loss: 3.0720 2022/06/25 22:31:47 - mmengine - INFO - Epoch(train) [40][3340/3757] lr: 8.886e-03 eta: 1 day, 14:26:52 time: 0.252 data_time: 0.008 memory: 5036 grad_norm: 5.4634 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9901 loss: 2.9901 2022/06/25 22:31:52 - mmengine - INFO - Epoch(train) [40][3360/3757] lr: 8.886e-03 eta: 1 day, 14:26:46 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 5.8272 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.0793 loss: 3.0793 2022/06/25 22:31:57 - mmengine - INFO - Epoch(train) [40][3380/3757] lr: 8.886e-03 eta: 1 day, 14:26:41 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 4.6366 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.3131 loss: 3.3131 2022/06/25 22:32:02 - mmengine - INFO - Epoch(train) [40][3400/3757] lr: 8.886e-03 eta: 1 day, 14:26:35 time: 0.246 data_time: 0.008 memory: 5036 grad_norm: 5.9525 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0289 loss: 3.0289 2022/06/25 22:32:07 - mmengine - INFO - Epoch(train) [40][3420/3757] lr: 8.886e-03 eta: 1 day, 14:26:29 time: 0.253 data_time: 0.013 memory: 5036 grad_norm: 4.9867 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9259 loss: 2.9259 2022/06/25 22:32:13 - mmengine - INFO - Epoch(train) [40][3440/3757] lr: 8.886e-03 eta: 1 day, 14:26:23 time: 0.249 data_time: 0.008 memory: 5036 grad_norm: 5.6563 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.7553 loss: 3.7553 2022/06/25 22:32:18 - mmengine - INFO - Epoch(train) [40][3460/3757] lr: 8.886e-03 eta: 1 day, 14:26:18 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 4.6803 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.3764 loss: 3.3764 2022/06/25 22:32:22 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 22:32:23 - mmengine - INFO - Epoch(train) [40][3480/3757] lr: 8.886e-03 eta: 1 day, 14:26:12 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 5.2236 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8990 loss: 2.8990 2022/06/25 22:32:29 - mmengine - INFO - Epoch(train) [40][3500/3757] lr: 8.886e-03 eta: 1 day, 14:26:09 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 4.9785 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8656 loss: 2.8656 2022/06/25 22:32:34 - mmengine - INFO - Epoch(train) [40][3520/3757] lr: 8.886e-03 eta: 1 day, 14:26:03 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 6.2635 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.2939 loss: 3.2939 2022/06/25 22:32:39 - mmengine - INFO - Epoch(train) [40][3540/3757] lr: 8.886e-03 eta: 1 day, 14:25:57 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 5.4320 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6675 loss: 2.6675 2022/06/25 22:32:45 - mmengine - INFO - Epoch(train) [40][3560/3757] lr: 8.886e-03 eta: 1 day, 14:25:54 time: 0.247 data_time: 0.006 memory: 5036 grad_norm: 5.2392 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.6446 loss: 3.6446 2022/06/25 22:32:50 - mmengine - INFO - Epoch(train) [40][3580/3757] lr: 8.886e-03 eta: 1 day, 14:25:48 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 5.2776 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1662 loss: 3.1662 2022/06/25 22:32:55 - mmengine - INFO - Epoch(train) [40][3600/3757] lr: 8.886e-03 eta: 1 day, 14:25:42 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 5.6472 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.1202 loss: 3.1202 2022/06/25 22:33:00 - mmengine - INFO - Epoch(train) [40][3620/3757] lr: 8.886e-03 eta: 1 day, 14:25:37 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 5.5221 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.3809 loss: 3.3809 2022/06/25 22:33:06 - mmengine - INFO - Epoch(train) [40][3640/3757] lr: 8.886e-03 eta: 1 day, 14:25:33 time: 0.251 data_time: 0.008 memory: 5036 grad_norm: 4.9007 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4771 loss: 2.4771 2022/06/25 22:33:11 - mmengine - INFO - Epoch(train) [40][3660/3757] lr: 8.886e-03 eta: 1 day, 14:25:27 time: 0.253 data_time: 0.008 memory: 5036 grad_norm: 5.0420 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.7754 loss: 2.7754 2022/06/25 22:33:16 - mmengine - INFO - Epoch(train) [40][3680/3757] lr: 8.886e-03 eta: 1 day, 14:25:21 time: 0.246 data_time: 0.008 memory: 5036 grad_norm: 5.8071 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0209 loss: 3.0209 2022/06/25 22:33:21 - mmengine - INFO - Epoch(train) [40][3700/3757] lr: 8.886e-03 eta: 1 day, 14:25:16 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 4.5655 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3255 loss: 3.3255 2022/06/25 22:33:26 - mmengine - INFO - Epoch(train) [40][3720/3757] lr: 8.886e-03 eta: 1 day, 14:25:10 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 6.0975 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9806 loss: 2.9806 2022/06/25 22:33:31 - mmengine - INFO - Epoch(train) [40][3740/3757] lr: 8.886e-03 eta: 1 day, 14:25:04 time: 0.237 data_time: 0.002 memory: 5036 grad_norm: 4.4813 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9193 loss: 2.9193 2022/06/25 22:33:35 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 22:33:36 - mmengine - INFO - Saving checkpoint at 40 epochs 2022/06/25 22:33:48 - mmengine - INFO - Epoch(val) [40][20/310] eta: 0:01:45 time: 0.109 data_time: 0.001 memory: 5036 2022/06/25 22:33:53 - mmengine - INFO - Epoch(val) [40][40/310] eta: 0:01:35 time: 0.106 data_time: 0.005 memory: 1723 2022/06/25 22:33:58 - mmengine - INFO - Epoch(val) [40][60/310] eta: 0:00:26 time: 0.110 data_time: 0.007 memory: 1723 2022/06/25 22:34:02 - mmengine - INFO - Epoch(val) [40][80/310] eta: 0:00:24 time: 0.103 data_time: 0.001 memory: 1723 2022/06/25 22:34:09 - mmengine - INFO - Epoch(val) [40][100/310] eta: 0:01:13 time: 0.109 data_time: 0.001 memory: 1723 2022/06/25 22:34:14 - mmengine - INFO - Epoch(val) [40][120/310] eta: 0:01:09 time: 0.131 data_time: 0.023 memory: 1723 2022/06/25 22:34:19 - mmengine - INFO - Epoch(val) [40][140/310] eta: 0:00:29 time: 0.188 data_time: 0.086 memory: 1723 2022/06/25 22:34:23 - mmengine - INFO - Epoch(val) [40][160/310] eta: 0:00:19 time: 0.108 data_time: 0.001 memory: 1723 2022/06/25 22:34:30 - mmengine - INFO - Epoch(val) [40][180/310] eta: 0:00:40 time: 0.103 data_time: 0.001 memory: 1723 2022/06/25 22:34:35 - mmengine - INFO - Epoch(val) [40][200/310] eta: 0:00:36 time: 0.108 data_time: 0.001 memory: 1723 2022/06/25 22:34:39 - mmengine - INFO - Epoch(val) [40][220/310] eta: 0:00:22 time: 0.337 data_time: 0.236 memory: 1723 2022/06/25 22:34:44 - mmengine - INFO - Epoch(val) [40][240/310] eta: 0:00:11 time: 0.102 data_time: 0.001 memory: 1723 2022/06/25 22:34:50 - mmengine - INFO - Epoch(val) [40][260/310] eta: 0:00:16 time: 0.108 data_time: 0.001 memory: 1723 2022/06/25 22:34:55 - mmengine - INFO - Epoch(val) [40][280/310] eta: 0:00:07 time: 0.115 data_time: 0.007 memory: 1723 2022/06/25 22:34:57 - mmengine - INFO - Epoch(val) [40][300/310] eta: 0:00:01 time: 0.102 data_time: 0.001 memory: 1723 2022/06/25 22:34:59 - mmengine - INFO - Epoch(val) [40][310/310] acc/top1: 0.4299 acc/top5: 0.6922 acc/mean1: 0.4297 2022/06/25 22:35:10 - mmengine - INFO - Epoch(train) [41][20/3757] lr: 8.830e-03 eta: 1 day, 14:25:04 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 5.0568 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8062 loss: 2.8062 2022/06/25 22:35:15 - mmengine - INFO - Epoch(train) [41][40/3757] lr: 8.830e-03 eta: 1 day, 14:24:59 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 6.1064 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.8410 loss: 2.8410 2022/06/25 22:35:20 - mmengine - INFO - Epoch(train) [41][60/3757] lr: 8.830e-03 eta: 1 day, 14:24:54 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 5.1030 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8659 loss: 2.8659 2022/06/25 22:35:26 - mmengine - INFO - Epoch(train) [41][80/3757] lr: 8.830e-03 eta: 1 day, 14:24:49 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 4.7384 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7807 loss: 2.7807 2022/06/25 22:35:31 - mmengine - INFO - Epoch(train) [41][100/3757] lr: 8.830e-03 eta: 1 day, 14:24:44 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 6.1094 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9041 loss: 2.9041 2022/06/25 22:35:36 - mmengine - INFO - Epoch(train) [41][120/3757] lr: 8.830e-03 eta: 1 day, 14:24:39 time: 0.249 data_time: 0.012 memory: 5036 grad_norm: 5.4275 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.0997 loss: 3.0997 2022/06/25 22:35:41 - mmengine - INFO - Epoch(train) [41][140/3757] lr: 8.830e-03 eta: 1 day, 14:24:33 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 5.0201 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.8133 loss: 2.8133 2022/06/25 22:35:46 - mmengine - INFO - Epoch(train) [41][160/3757] lr: 8.830e-03 eta: 1 day, 14:24:27 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 5.0656 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.1715 loss: 3.1715 2022/06/25 22:35:51 - mmengine - INFO - Epoch(train) [41][180/3757] lr: 8.830e-03 eta: 1 day, 14:24:22 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 5.0342 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2677 loss: 3.2677 2022/06/25 22:35:57 - mmengine - INFO - Epoch(train) [41][200/3757] lr: 8.830e-03 eta: 1 day, 14:24:16 time: 0.263 data_time: 0.011 memory: 5036 grad_norm: 5.6537 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9321 loss: 2.9321 2022/06/25 22:36:02 - mmengine - INFO - Epoch(train) [41][220/3757] lr: 8.830e-03 eta: 1 day, 14:24:11 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 5.0634 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1573 loss: 3.1573 2022/06/25 22:36:07 - mmengine - INFO - Epoch(train) [41][240/3757] lr: 8.830e-03 eta: 1 day, 14:24:06 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 5.2431 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0229 loss: 3.0229 2022/06/25 22:36:13 - mmengine - INFO - Epoch(train) [41][260/3757] lr: 8.830e-03 eta: 1 day, 14:24:02 time: 0.241 data_time: 0.003 memory: 5036 grad_norm: 5.0783 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.9660 loss: 2.9660 2022/06/25 22:36:18 - mmengine - INFO - Epoch(train) [41][280/3757] lr: 8.830e-03 eta: 1 day, 14:23:56 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 5.3684 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0229 loss: 3.0229 2022/06/25 22:36:23 - mmengine - INFO - Epoch(train) [41][300/3757] lr: 8.830e-03 eta: 1 day, 14:23:50 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 4.6035 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.6696 loss: 2.6696 2022/06/25 22:36:29 - mmengine - INFO - Epoch(train) [41][320/3757] lr: 8.830e-03 eta: 1 day, 14:23:45 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 5.7206 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6656 loss: 2.6656 2022/06/25 22:36:34 - mmengine - INFO - Epoch(train) [41][340/3757] lr: 8.830e-03 eta: 1 day, 14:23:40 time: 0.242 data_time: 0.003 memory: 5036 grad_norm: 6.2010 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8461 loss: 2.8461 2022/06/25 22:36:39 - mmengine - INFO - Epoch(train) [41][360/3757] lr: 8.830e-03 eta: 1 day, 14:23:35 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 5.4035 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.9302 loss: 2.9302 2022/06/25 22:36:44 - mmengine - INFO - Epoch(train) [41][380/3757] lr: 8.830e-03 eta: 1 day, 14:23:29 time: 0.308 data_time: 0.003 memory: 5036 grad_norm: 5.3021 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7890 loss: 2.7890 2022/06/25 22:36:49 - mmengine - INFO - Epoch(train) [41][400/3757] lr: 8.830e-03 eta: 1 day, 14:23:23 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 5.2923 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7001 loss: 2.7001 2022/06/25 22:36:55 - mmengine - INFO - Epoch(train) [41][420/3757] lr: 8.830e-03 eta: 1 day, 14:23:19 time: 0.266 data_time: 0.003 memory: 5036 grad_norm: 5.6392 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.0999 loss: 3.0999 2022/06/25 22:37:00 - mmengine - INFO - Epoch(train) [41][440/3757] lr: 8.830e-03 eta: 1 day, 14:23:14 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 4.9197 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7483 loss: 2.7483 2022/06/25 22:37:05 - mmengine - INFO - Epoch(train) [41][460/3757] lr: 8.830e-03 eta: 1 day, 14:23:08 time: 0.247 data_time: 0.004 memory: 5036 grad_norm: 5.6451 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 3.0289 loss: 3.0289 2022/06/25 22:37:11 - mmengine - INFO - Epoch(train) [41][480/3757] lr: 8.830e-03 eta: 1 day, 14:23:03 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 5.0010 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8731 loss: 2.8731 2022/06/25 22:37:16 - mmengine - INFO - Epoch(train) [41][500/3757] lr: 8.830e-03 eta: 1 day, 14:22:59 time: 0.254 data_time: 0.005 memory: 5036 grad_norm: 4.8518 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2160 loss: 3.2160 2022/06/25 22:37:21 - mmengine - INFO - Epoch(train) [41][520/3757] lr: 8.830e-03 eta: 1 day, 14:22:53 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 5.9113 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.2543 loss: 3.2543 2022/06/25 22:37:27 - mmengine - INFO - Epoch(train) [41][540/3757] lr: 8.830e-03 eta: 1 day, 14:22:49 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 4.9680 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9334 loss: 2.9334 2022/06/25 22:37:32 - mmengine - INFO - Epoch(train) [41][560/3757] lr: 8.830e-03 eta: 1 day, 14:22:44 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 5.8148 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2424 loss: 3.2424 2022/06/25 22:37:38 - mmengine - INFO - Epoch(train) [41][580/3757] lr: 8.830e-03 eta: 1 day, 14:22:39 time: 0.258 data_time: 0.002 memory: 5036 grad_norm: 5.1582 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8516 loss: 2.8516 2022/06/25 22:37:43 - mmengine - INFO - Epoch(train) [41][600/3757] lr: 8.830e-03 eta: 1 day, 14:22:33 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 5.3818 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9290 loss: 2.9290 2022/06/25 22:37:48 - mmengine - INFO - Epoch(train) [41][620/3757] lr: 8.830e-03 eta: 1 day, 14:22:27 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 5.8525 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.3434 loss: 3.3434 2022/06/25 22:37:53 - mmengine - INFO - Epoch(train) [41][640/3757] lr: 8.830e-03 eta: 1 day, 14:22:22 time: 0.251 data_time: 0.005 memory: 5036 grad_norm: 6.4664 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1655 loss: 3.1655 2022/06/25 22:37:58 - mmengine - INFO - Epoch(train) [41][660/3757] lr: 8.830e-03 eta: 1 day, 14:22:16 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 4.9344 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7674 loss: 2.7674 2022/06/25 22:38:03 - mmengine - INFO - Epoch(train) [41][680/3757] lr: 8.830e-03 eta: 1 day, 14:22:10 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 5.1891 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.3033 loss: 3.3033 2022/06/25 22:38:08 - mmengine - INFO - Epoch(train) [41][700/3757] lr: 8.830e-03 eta: 1 day, 14:22:05 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 5.9222 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8573 loss: 2.8573 2022/06/25 22:38:14 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 22:38:14 - mmengine - INFO - Epoch(train) [41][720/3757] lr: 8.830e-03 eta: 1 day, 14:21:59 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 5.3426 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.1058 loss: 3.1058 2022/06/25 22:38:19 - mmengine - INFO - Epoch(train) [41][740/3757] lr: 8.830e-03 eta: 1 day, 14:21:54 time: 0.250 data_time: 0.009 memory: 5036 grad_norm: 5.5293 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8246 loss: 2.8246 2022/06/25 22:38:24 - mmengine - INFO - Epoch(train) [41][760/3757] lr: 8.830e-03 eta: 1 day, 14:21:48 time: 0.250 data_time: 0.005 memory: 5036 grad_norm: 5.2977 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8179 loss: 2.8179 2022/06/25 22:38:29 - mmengine - INFO - Epoch(train) [41][780/3757] lr: 8.830e-03 eta: 1 day, 14:21:42 time: 0.275 data_time: 0.002 memory: 5036 grad_norm: 5.1514 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.0094 loss: 3.0094 2022/06/25 22:38:34 - mmengine - INFO - Epoch(train) [41][800/3757] lr: 8.830e-03 eta: 1 day, 14:21:37 time: 0.298 data_time: 0.003 memory: 5036 grad_norm: 5.2866 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.5685 loss: 2.5685 2022/06/25 22:38:40 - mmengine - INFO - Epoch(train) [41][820/3757] lr: 8.830e-03 eta: 1 day, 14:21:31 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 5.3701 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9364 loss: 2.9364 2022/06/25 22:38:45 - mmengine - INFO - Epoch(train) [41][840/3757] lr: 8.830e-03 eta: 1 day, 14:21:26 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 5.5958 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8462 loss: 2.8462 2022/06/25 22:38:50 - mmengine - INFO - Epoch(train) [41][860/3757] lr: 8.830e-03 eta: 1 day, 14:21:20 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 5.6019 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0816 loss: 3.0816 2022/06/25 22:38:55 - mmengine - INFO - Epoch(train) [41][880/3757] lr: 8.830e-03 eta: 1 day, 14:21:15 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 5.1535 top1_acc: 0.2500 top5_acc: 1.0000 loss_cls: 2.6276 loss: 2.6276 2022/06/25 22:39:00 - mmengine - INFO - Epoch(train) [41][900/3757] lr: 8.830e-03 eta: 1 day, 14:21:09 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 5.3934 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9600 loss: 2.9600 2022/06/25 22:39:06 - mmengine - INFO - Epoch(train) [41][920/3757] lr: 8.830e-03 eta: 1 day, 14:21:04 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 5.0220 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.8281 loss: 2.8281 2022/06/25 22:39:11 - mmengine - INFO - Epoch(train) [41][940/3757] lr: 8.830e-03 eta: 1 day, 14:20:59 time: 0.261 data_time: 0.002 memory: 5036 grad_norm: 5.2991 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9929 loss: 2.9929 2022/06/25 22:39:16 - mmengine - INFO - Epoch(train) [41][960/3757] lr: 8.830e-03 eta: 1 day, 14:20:53 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 5.6412 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.2940 loss: 3.2940 2022/06/25 22:39:21 - mmengine - INFO - Epoch(train) [41][980/3757] lr: 8.830e-03 eta: 1 day, 14:20:48 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 5.6117 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6760 loss: 2.6760 2022/06/25 22:39:27 - mmengine - INFO - Epoch(train) [41][1000/3757] lr: 8.830e-03 eta: 1 day, 14:20:43 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 5.6376 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.0606 loss: 3.0606 2022/06/25 22:39:32 - mmengine - INFO - Epoch(train) [41][1020/3757] lr: 8.830e-03 eta: 1 day, 14:20:38 time: 0.265 data_time: 0.002 memory: 5036 grad_norm: 5.3565 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5141 loss: 2.5141 2022/06/25 22:39:37 - mmengine - INFO - Epoch(train) [41][1040/3757] lr: 8.830e-03 eta: 1 day, 14:20:33 time: 0.258 data_time: 0.002 memory: 5036 grad_norm: 5.8723 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6873 loss: 2.6873 2022/06/25 22:39:42 - mmengine - INFO - Epoch(train) [41][1060/3757] lr: 8.830e-03 eta: 1 day, 14:20:27 time: 0.245 data_time: 0.003 memory: 5036 grad_norm: 5.7415 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.7149 loss: 2.7149 2022/06/25 22:39:48 - mmengine - INFO - Epoch(train) [41][1080/3757] lr: 8.830e-03 eta: 1 day, 14:20:23 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 5.1070 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.0337 loss: 3.0337 2022/06/25 22:39:53 - mmengine - INFO - Epoch(train) [41][1100/3757] lr: 8.830e-03 eta: 1 day, 14:20:17 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 5.1632 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.0818 loss: 3.0818 2022/06/25 22:39:58 - mmengine - INFO - Epoch(train) [41][1120/3757] lr: 8.830e-03 eta: 1 day, 14:20:12 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 5.4723 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.0045 loss: 3.0045 2022/06/25 22:40:04 - mmengine - INFO - Epoch(train) [41][1140/3757] lr: 8.830e-03 eta: 1 day, 14:20:06 time: 0.266 data_time: 0.007 memory: 5036 grad_norm: 5.2207 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.8495 loss: 2.8495 2022/06/25 22:40:09 - mmengine - INFO - Epoch(train) [41][1160/3757] lr: 8.830e-03 eta: 1 day, 14:20:02 time: 0.257 data_time: 0.002 memory: 5036 grad_norm: 5.3380 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.9452 loss: 2.9452 2022/06/25 22:40:15 - mmengine - INFO - Epoch(train) [41][1180/3757] lr: 8.830e-03 eta: 1 day, 14:19:57 time: 0.279 data_time: 0.005 memory: 5036 grad_norm: 4.8214 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2064 loss: 3.2064 2022/06/25 22:40:20 - mmengine - INFO - Epoch(train) [41][1200/3757] lr: 8.830e-03 eta: 1 day, 14:19:52 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 5.3704 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.7687 loss: 3.7687 2022/06/25 22:40:25 - mmengine - INFO - Epoch(train) [41][1220/3757] lr: 8.830e-03 eta: 1 day, 14:19:46 time: 0.259 data_time: 0.002 memory: 5036 grad_norm: 5.5408 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.6713 loss: 2.6713 2022/06/25 22:40:30 - mmengine - INFO - Epoch(train) [41][1240/3757] lr: 8.830e-03 eta: 1 day, 14:19:41 time: 0.256 data_time: 0.008 memory: 5036 grad_norm: 5.8936 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 3.2808 loss: 3.2808 2022/06/25 22:40:36 - mmengine - INFO - Epoch(train) [41][1260/3757] lr: 8.830e-03 eta: 1 day, 14:19:37 time: 0.258 data_time: 0.002 memory: 5036 grad_norm: 5.7674 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3619 loss: 3.3619 2022/06/25 22:40:41 - mmengine - INFO - Epoch(train) [41][1280/3757] lr: 8.830e-03 eta: 1 day, 14:19:31 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 4.7110 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.5572 loss: 2.5572 2022/06/25 22:40:46 - mmengine - INFO - Epoch(train) [41][1300/3757] lr: 8.830e-03 eta: 1 day, 14:19:26 time: 0.263 data_time: 0.005 memory: 5036 grad_norm: 6.0066 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7713 loss: 2.7713 2022/06/25 22:40:51 - mmengine - INFO - Epoch(train) [41][1320/3757] lr: 8.830e-03 eta: 1 day, 14:19:20 time: 0.250 data_time: 0.005 memory: 5036 grad_norm: 5.1566 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.2131 loss: 3.2131 2022/06/25 22:40:57 - mmengine - INFO - Epoch(train) [41][1340/3757] lr: 8.830e-03 eta: 1 day, 14:19:16 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 5.6815 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.6646 loss: 2.6646 2022/06/25 22:41:02 - mmengine - INFO - Epoch(train) [41][1360/3757] lr: 8.830e-03 eta: 1 day, 14:19:10 time: 0.251 data_time: 0.008 memory: 5036 grad_norm: 5.7180 top1_acc: 0.0000 top5_acc: 0.6250 loss_cls: 3.1285 loss: 3.1285 2022/06/25 22:41:07 - mmengine - INFO - Epoch(train) [41][1380/3757] lr: 8.830e-03 eta: 1 day, 14:19:04 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 5.3441 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.5714 loss: 2.5714 2022/06/25 22:41:12 - mmengine - INFO - Epoch(train) [41][1400/3757] lr: 8.830e-03 eta: 1 day, 14:18:58 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 5.2773 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.9169 loss: 2.9169 2022/06/25 22:41:17 - mmengine - INFO - Epoch(train) [41][1420/3757] lr: 8.830e-03 eta: 1 day, 14:18:52 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 5.9408 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.0049 loss: 3.0049 2022/06/25 22:41:22 - mmengine - INFO - Epoch(train) [41][1440/3757] lr: 8.830e-03 eta: 1 day, 14:18:47 time: 0.250 data_time: 0.011 memory: 5036 grad_norm: 5.5359 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7205 loss: 2.7205 2022/06/25 22:41:28 - mmengine - INFO - Epoch(train) [41][1460/3757] lr: 8.830e-03 eta: 1 day, 14:18:42 time: 0.252 data_time: 0.005 memory: 5036 grad_norm: 5.7219 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.8962 loss: 2.8962 2022/06/25 22:41:33 - mmengine - INFO - Epoch(train) [41][1480/3757] lr: 8.830e-03 eta: 1 day, 14:18:37 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 5.8723 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2057 loss: 3.2057 2022/06/25 22:41:38 - mmengine - INFO - Epoch(train) [41][1500/3757] lr: 8.830e-03 eta: 1 day, 14:18:31 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 6.1836 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5413 loss: 2.5413 2022/06/25 22:41:43 - mmengine - INFO - Epoch(train) [41][1520/3757] lr: 8.830e-03 eta: 1 day, 14:18:26 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 6.8740 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.9450 loss: 2.9450 2022/06/25 22:41:49 - mmengine - INFO - Epoch(train) [41][1540/3757] lr: 8.830e-03 eta: 1 day, 14:18:20 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 6.1441 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6421 loss: 2.6421 2022/06/25 22:41:54 - mmengine - INFO - Epoch(train) [41][1560/3757] lr: 8.830e-03 eta: 1 day, 14:18:14 time: 0.251 data_time: 0.013 memory: 5036 grad_norm: 5.4571 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.6806 loss: 3.6806 2022/06/25 22:41:59 - mmengine - INFO - Epoch(train) [41][1580/3757] lr: 8.830e-03 eta: 1 day, 14:18:08 time: 0.255 data_time: 0.008 memory: 5036 grad_norm: 6.4061 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0766 loss: 3.0766 2022/06/25 22:42:04 - mmengine - INFO - Epoch(train) [41][1600/3757] lr: 8.830e-03 eta: 1 day, 14:18:02 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 5.3762 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.1309 loss: 3.1309 2022/06/25 22:42:09 - mmengine - INFO - Epoch(train) [41][1620/3757] lr: 8.830e-03 eta: 1 day, 14:17:58 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 5.6353 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7740 loss: 2.7740 2022/06/25 22:42:15 - mmengine - INFO - Epoch(train) [41][1640/3757] lr: 8.830e-03 eta: 1 day, 14:17:52 time: 0.300 data_time: 0.013 memory: 5036 grad_norm: 4.8390 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.7216 loss: 2.7216 2022/06/25 22:42:20 - mmengine - INFO - Epoch(train) [41][1660/3757] lr: 8.830e-03 eta: 1 day, 14:17:46 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 5.1739 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.2580 loss: 3.2580 2022/06/25 22:42:25 - mmengine - INFO - Epoch(train) [41][1680/3757] lr: 8.830e-03 eta: 1 day, 14:17:42 time: 0.364 data_time: 0.019 memory: 5036 grad_norm: 5.6957 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.3152 loss: 3.3152 2022/06/25 22:42:30 - mmengine - INFO - Epoch(train) [41][1700/3757] lr: 8.830e-03 eta: 1 day, 14:17:37 time: 0.247 data_time: 0.012 memory: 5036 grad_norm: 5.9954 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2935 loss: 3.2935 2022/06/25 22:42:36 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 22:42:36 - mmengine - INFO - Epoch(train) [41][1720/3757] lr: 8.830e-03 eta: 1 day, 14:17:31 time: 0.253 data_time: 0.012 memory: 5036 grad_norm: 5.0027 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.8788 loss: 2.8788 2022/06/25 22:42:41 - mmengine - INFO - Epoch(train) [41][1740/3757] lr: 8.830e-03 eta: 1 day, 14:17:25 time: 0.263 data_time: 0.002 memory: 5036 grad_norm: 5.3840 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.9191 loss: 2.9191 2022/06/25 22:42:46 - mmengine - INFO - Epoch(train) [41][1760/3757] lr: 8.830e-03 eta: 1 day, 14:17:20 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 5.7388 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6184 loss: 2.6184 2022/06/25 22:42:51 - mmengine - INFO - Epoch(train) [41][1780/3757] lr: 8.830e-03 eta: 1 day, 14:17:14 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 4.5767 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.9914 loss: 2.9914 2022/06/25 22:42:56 - mmengine - INFO - Epoch(train) [41][1800/3757] lr: 8.830e-03 eta: 1 day, 14:17:09 time: 0.250 data_time: 0.012 memory: 5036 grad_norm: 4.8177 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.2000 loss: 3.2000 2022/06/25 22:43:01 - mmengine - INFO - Epoch(train) [41][1820/3757] lr: 8.830e-03 eta: 1 day, 14:17:03 time: 0.263 data_time: 0.002 memory: 5036 grad_norm: 5.0544 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.3604 loss: 3.3604 2022/06/25 22:43:07 - mmengine - INFO - Epoch(train) [41][1840/3757] lr: 8.830e-03 eta: 1 day, 14:16:58 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 5.7007 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9081 loss: 2.9081 2022/06/25 22:43:12 - mmengine - INFO - Epoch(train) [41][1860/3757] lr: 8.830e-03 eta: 1 day, 14:16:53 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 5.2586 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2257 loss: 3.2257 2022/06/25 22:43:17 - mmengine - INFO - Epoch(train) [41][1880/3757] lr: 8.830e-03 eta: 1 day, 14:16:47 time: 0.255 data_time: 0.017 memory: 5036 grad_norm: 4.7334 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.2363 loss: 3.2363 2022/06/25 22:43:22 - mmengine - INFO - Epoch(train) [41][1900/3757] lr: 8.830e-03 eta: 1 day, 14:16:42 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 5.3020 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2278 loss: 3.2278 2022/06/25 22:43:28 - mmengine - INFO - Epoch(train) [41][1920/3757] lr: 8.830e-03 eta: 1 day, 14:16:37 time: 0.257 data_time: 0.002 memory: 5036 grad_norm: 5.6365 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.8303 loss: 2.8303 2022/06/25 22:43:33 - mmengine - INFO - Epoch(train) [41][1940/3757] lr: 8.830e-03 eta: 1 day, 14:16:32 time: 0.257 data_time: 0.011 memory: 5036 grad_norm: 5.9587 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.3379 loss: 3.3379 2022/06/25 22:43:38 - mmengine - INFO - Epoch(train) [41][1960/3757] lr: 8.830e-03 eta: 1 day, 14:16:26 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 5.7561 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.3191 loss: 3.3191 2022/06/25 22:43:44 - mmengine - INFO - Epoch(train) [41][1980/3757] lr: 8.830e-03 eta: 1 day, 14:16:21 time: 0.253 data_time: 0.008 memory: 5036 grad_norm: 5.7907 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.5965 loss: 2.5965 2022/06/25 22:43:49 - mmengine - INFO - Epoch(train) [41][2000/3757] lr: 8.830e-03 eta: 1 day, 14:16:16 time: 0.263 data_time: 0.002 memory: 5036 grad_norm: 4.9580 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.7007 loss: 2.7007 2022/06/25 22:43:54 - mmengine - INFO - Epoch(train) [41][2020/3757] lr: 8.830e-03 eta: 1 day, 14:16:10 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 5.7791 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.0454 loss: 3.0454 2022/06/25 22:43:59 - mmengine - INFO - Epoch(train) [41][2040/3757] lr: 8.830e-03 eta: 1 day, 14:16:04 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 4.9204 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9115 loss: 2.9115 2022/06/25 22:44:04 - mmengine - INFO - Epoch(train) [41][2060/3757] lr: 8.830e-03 eta: 1 day, 14:15:59 time: 0.256 data_time: 0.002 memory: 5036 grad_norm: 5.0285 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9740 loss: 2.9740 2022/06/25 22:44:10 - mmengine - INFO - Epoch(train) [41][2080/3757] lr: 8.830e-03 eta: 1 day, 14:15:55 time: 0.260 data_time: 0.008 memory: 5036 grad_norm: 6.1257 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.8980 loss: 2.8980 2022/06/25 22:44:15 - mmengine - INFO - Epoch(train) [41][2100/3757] lr: 8.830e-03 eta: 1 day, 14:15:49 time: 0.257 data_time: 0.005 memory: 5036 grad_norm: 5.6434 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 3.4054 loss: 3.4054 2022/06/25 22:44:20 - mmengine - INFO - Epoch(train) [41][2120/3757] lr: 8.830e-03 eta: 1 day, 14:15:44 time: 0.259 data_time: 0.002 memory: 5036 grad_norm: 5.9334 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8266 loss: 2.8266 2022/06/25 22:44:26 - mmengine - INFO - Epoch(train) [41][2140/3757] lr: 8.830e-03 eta: 1 day, 14:15:39 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 5.1164 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.9224 loss: 2.9224 2022/06/25 22:44:31 - mmengine - INFO - Epoch(train) [41][2160/3757] lr: 8.830e-03 eta: 1 day, 14:15:33 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 4.8320 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9747 loss: 2.9747 2022/06/25 22:44:36 - mmengine - INFO - Epoch(train) [41][2180/3757] lr: 8.830e-03 eta: 1 day, 14:15:28 time: 0.246 data_time: 0.005 memory: 5036 grad_norm: 5.5054 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 3.0973 loss: 3.0973 2022/06/25 22:44:41 - mmengine - INFO - Epoch(train) [41][2200/3757] lr: 8.830e-03 eta: 1 day, 14:15:22 time: 0.249 data_time: 0.011 memory: 5036 grad_norm: 6.2140 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.4038 loss: 3.4038 2022/06/25 22:44:46 - mmengine - INFO - Epoch(train) [41][2220/3757] lr: 8.830e-03 eta: 1 day, 14:15:16 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 5.1591 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.3104 loss: 3.3104 2022/06/25 22:44:52 - mmengine - INFO - Epoch(train) [41][2240/3757] lr: 8.830e-03 eta: 1 day, 14:15:11 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 6.4039 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7363 loss: 2.7363 2022/06/25 22:44:57 - mmengine - INFO - Epoch(train) [41][2260/3757] lr: 8.830e-03 eta: 1 day, 14:15:05 time: 0.254 data_time: 0.005 memory: 5036 grad_norm: 6.2919 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.3193 loss: 3.3193 2022/06/25 22:45:02 - mmengine - INFO - Epoch(train) [41][2280/3757] lr: 8.830e-03 eta: 1 day, 14:15:00 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 5.1581 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8306 loss: 2.8306 2022/06/25 22:45:07 - mmengine - INFO - Epoch(train) [41][2300/3757] lr: 8.830e-03 eta: 1 day, 14:14:55 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 5.3125 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 3.1824 loss: 3.1824 2022/06/25 22:45:12 - mmengine - INFO - Epoch(train) [41][2320/3757] lr: 8.830e-03 eta: 1 day, 14:14:49 time: 0.251 data_time: 0.009 memory: 5036 grad_norm: 5.3310 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6726 loss: 2.6726 2022/06/25 22:45:18 - mmengine - INFO - Epoch(train) [41][2340/3757] lr: 8.830e-03 eta: 1 day, 14:14:44 time: 0.245 data_time: 0.003 memory: 5036 grad_norm: 5.6436 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.4867 loss: 3.4867 2022/06/25 22:45:23 - mmengine - INFO - Epoch(train) [41][2360/3757] lr: 8.830e-03 eta: 1 day, 14:14:39 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 6.1021 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1812 loss: 3.1812 2022/06/25 22:45:28 - mmengine - INFO - Epoch(train) [41][2380/3757] lr: 8.830e-03 eta: 1 day, 14:14:33 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 4.9116 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.6894 loss: 3.6894 2022/06/25 22:45:33 - mmengine - INFO - Epoch(train) [41][2400/3757] lr: 8.830e-03 eta: 1 day, 14:14:28 time: 0.266 data_time: 0.012 memory: 5036 grad_norm: 5.2821 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0384 loss: 3.0384 2022/06/25 22:45:39 - mmengine - INFO - Epoch(train) [41][2420/3757] lr: 8.830e-03 eta: 1 day, 14:14:23 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 5.4138 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9077 loss: 2.9077 2022/06/25 22:45:44 - mmengine - INFO - Epoch(train) [41][2440/3757] lr: 8.830e-03 eta: 1 day, 14:14:17 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 5.2652 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7582 loss: 2.7582 2022/06/25 22:45:49 - mmengine - INFO - Epoch(train) [41][2460/3757] lr: 8.830e-03 eta: 1 day, 14:14:11 time: 0.262 data_time: 0.002 memory: 5036 grad_norm: 6.2999 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7190 loss: 2.7190 2022/06/25 22:45:54 - mmengine - INFO - Epoch(train) [41][2480/3757] lr: 8.830e-03 eta: 1 day, 14:14:06 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 5.3843 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.3382 loss: 3.3382 2022/06/25 22:45:59 - mmengine - INFO - Epoch(train) [41][2500/3757] lr: 8.830e-03 eta: 1 day, 14:14:00 time: 0.257 data_time: 0.002 memory: 5036 grad_norm: 5.0657 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2281 loss: 3.2281 2022/06/25 22:46:05 - mmengine - INFO - Epoch(train) [41][2520/3757] lr: 8.830e-03 eta: 1 day, 14:13:55 time: 0.263 data_time: 0.002 memory: 5036 grad_norm: 5.3913 top1_acc: 0.2500 top5_acc: 1.0000 loss_cls: 2.8940 loss: 2.8940 2022/06/25 22:46:10 - mmengine - INFO - Epoch(train) [41][2540/3757] lr: 8.830e-03 eta: 1 day, 14:13:50 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 5.6480 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8289 loss: 2.8289 2022/06/25 22:46:15 - mmengine - INFO - Epoch(train) [41][2560/3757] lr: 8.830e-03 eta: 1 day, 14:13:45 time: 0.292 data_time: 0.003 memory: 5036 grad_norm: 5.1213 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6951 loss: 2.6951 2022/06/25 22:46:21 - mmengine - INFO - Epoch(train) [41][2580/3757] lr: 8.830e-03 eta: 1 day, 14:13:39 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 5.1623 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.7135 loss: 2.7135 2022/06/25 22:46:26 - mmengine - INFO - Epoch(train) [41][2600/3757] lr: 8.830e-03 eta: 1 day, 14:13:34 time: 0.267 data_time: 0.002 memory: 5036 grad_norm: 6.1548 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.1897 loss: 3.1897 2022/06/25 22:46:31 - mmengine - INFO - Epoch(train) [41][2620/3757] lr: 8.830e-03 eta: 1 day, 14:13:29 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 4.9013 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9671 loss: 2.9671 2022/06/25 22:46:36 - mmengine - INFO - Epoch(train) [41][2640/3757] lr: 8.830e-03 eta: 1 day, 14:13:23 time: 0.273 data_time: 0.005 memory: 5036 grad_norm: 6.2352 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1114 loss: 3.1114 2022/06/25 22:46:41 - mmengine - INFO - Epoch(train) [41][2660/3757] lr: 8.830e-03 eta: 1 day, 14:13:18 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 4.8990 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9625 loss: 2.9625 2022/06/25 22:46:47 - mmengine - INFO - Epoch(train) [41][2680/3757] lr: 8.830e-03 eta: 1 day, 14:13:12 time: 0.260 data_time: 0.002 memory: 5036 grad_norm: 5.7859 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.9398 loss: 2.9398 2022/06/25 22:46:52 - mmengine - INFO - Epoch(train) [41][2700/3757] lr: 8.830e-03 eta: 1 day, 14:13:07 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 5.3334 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5142 loss: 2.5142 2022/06/25 22:46:57 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 22:46:57 - mmengine - INFO - Epoch(train) [41][2720/3757] lr: 8.830e-03 eta: 1 day, 14:13:02 time: 0.274 data_time: 0.008 memory: 5036 grad_norm: 5.7997 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6355 loss: 2.6355 2022/06/25 22:47:02 - mmengine - INFO - Epoch(train) [41][2740/3757] lr: 8.830e-03 eta: 1 day, 14:12:57 time: 0.252 data_time: 0.005 memory: 5036 grad_norm: 5.3670 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 3.2792 loss: 3.2792 2022/06/25 22:47:08 - mmengine - INFO - Epoch(train) [41][2760/3757] lr: 8.830e-03 eta: 1 day, 14:12:52 time: 0.275 data_time: 0.002 memory: 5036 grad_norm: 5.2955 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 3.1007 loss: 3.1007 2022/06/25 22:47:13 - mmengine - INFO - Epoch(train) [41][2780/3757] lr: 8.830e-03 eta: 1 day, 14:12:46 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 5.7085 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1292 loss: 3.1292 2022/06/25 22:47:18 - mmengine - INFO - Epoch(train) [41][2800/3757] lr: 8.830e-03 eta: 1 day, 14:12:41 time: 0.275 data_time: 0.003 memory: 5036 grad_norm: 5.9949 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9398 loss: 2.9398 2022/06/25 22:47:23 - mmengine - INFO - Epoch(train) [41][2820/3757] lr: 8.830e-03 eta: 1 day, 14:12:35 time: 0.255 data_time: 0.010 memory: 5036 grad_norm: 5.3698 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8185 loss: 2.8185 2022/06/25 22:47:29 - mmengine - INFO - Epoch(train) [41][2840/3757] lr: 8.830e-03 eta: 1 day, 14:12:30 time: 0.283 data_time: 0.002 memory: 5036 grad_norm: 4.9614 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6281 loss: 2.6281 2022/06/25 22:47:34 - mmengine - INFO - Epoch(train) [41][2860/3757] lr: 8.830e-03 eta: 1 day, 14:12:25 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 5.2104 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.9067 loss: 2.9067 2022/06/25 22:47:39 - mmengine - INFO - Epoch(train) [41][2880/3757] lr: 8.830e-03 eta: 1 day, 14:12:20 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 5.6339 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.7896 loss: 2.7896 2022/06/25 22:47:45 - mmengine - INFO - Epoch(train) [41][2900/3757] lr: 8.830e-03 eta: 1 day, 14:12:15 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 5.6274 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.8370 loss: 2.8370 2022/06/25 22:47:50 - mmengine - INFO - Epoch(train) [41][2920/3757] lr: 8.830e-03 eta: 1 day, 14:12:09 time: 0.269 data_time: 0.002 memory: 5036 grad_norm: 6.1178 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.9908 loss: 2.9908 2022/06/25 22:47:55 - mmengine - INFO - Epoch(train) [41][2940/3757] lr: 8.830e-03 eta: 1 day, 14:12:04 time: 0.462 data_time: 0.002 memory: 5036 grad_norm: 6.0528 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7422 loss: 2.7422 2022/06/25 22:48:00 - mmengine - INFO - Epoch(train) [41][2960/3757] lr: 8.830e-03 eta: 1 day, 14:11:59 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 5.4322 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.4990 loss: 3.4990 2022/06/25 22:48:06 - mmengine - INFO - Epoch(train) [41][2980/3757] lr: 8.830e-03 eta: 1 day, 14:11:53 time: 0.256 data_time: 0.005 memory: 5036 grad_norm: 5.0399 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.7751 loss: 2.7751 2022/06/25 22:48:11 - mmengine - INFO - Epoch(train) [41][3000/3757] lr: 8.830e-03 eta: 1 day, 14:11:48 time: 0.264 data_time: 0.008 memory: 5036 grad_norm: 5.8996 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7161 loss: 2.7161 2022/06/25 22:48:16 - mmengine - INFO - Epoch(train) [41][3020/3757] lr: 8.830e-03 eta: 1 day, 14:11:42 time: 0.253 data_time: 0.012 memory: 5036 grad_norm: 5.0097 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3204 loss: 3.3204 2022/06/25 22:48:21 - mmengine - INFO - Epoch(train) [41][3040/3757] lr: 8.830e-03 eta: 1 day, 14:11:36 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 5.6166 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2783 loss: 2.2783 2022/06/25 22:48:26 - mmengine - INFO - Epoch(train) [41][3060/3757] lr: 8.830e-03 eta: 1 day, 14:11:31 time: 0.267 data_time: 0.009 memory: 5036 grad_norm: 4.8767 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8504 loss: 2.8504 2022/06/25 22:48:31 - mmengine - INFO - Epoch(train) [41][3080/3757] lr: 8.830e-03 eta: 1 day, 14:11:25 time: 0.258 data_time: 0.002 memory: 5036 grad_norm: 5.6068 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8100 loss: 2.8100 2022/06/25 22:48:37 - mmengine - INFO - Epoch(train) [41][3100/3757] lr: 8.830e-03 eta: 1 day, 14:11:21 time: 0.269 data_time: 0.005 memory: 5036 grad_norm: 5.2288 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.0512 loss: 3.0512 2022/06/25 22:48:42 - mmengine - INFO - Epoch(train) [41][3120/3757] lr: 8.830e-03 eta: 1 day, 14:11:16 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 5.6981 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0538 loss: 3.0538 2022/06/25 22:48:48 - mmengine - INFO - Epoch(train) [41][3140/3757] lr: 8.830e-03 eta: 1 day, 14:11:11 time: 0.260 data_time: 0.009 memory: 5036 grad_norm: 5.9566 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.2759 loss: 3.2759 2022/06/25 22:48:53 - mmengine - INFO - Epoch(train) [41][3160/3757] lr: 8.830e-03 eta: 1 day, 14:11:05 time: 0.265 data_time: 0.006 memory: 5036 grad_norm: 7.6906 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.7042 loss: 2.7042 2022/06/25 22:48:59 - mmengine - INFO - Epoch(train) [41][3180/3757] lr: 8.830e-03 eta: 1 day, 14:11:01 time: 0.251 data_time: 0.007 memory: 5036 grad_norm: 4.8594 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.5991 loss: 2.5991 2022/06/25 22:49:04 - mmengine - INFO - Epoch(train) [41][3200/3757] lr: 8.830e-03 eta: 1 day, 14:10:56 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 5.1979 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.7936 loss: 2.7936 2022/06/25 22:49:09 - mmengine - INFO - Epoch(train) [41][3220/3757] lr: 8.830e-03 eta: 1 day, 14:10:50 time: 0.267 data_time: 0.006 memory: 5036 grad_norm: 4.8322 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.9703 loss: 2.9703 2022/06/25 22:49:14 - mmengine - INFO - Epoch(train) [41][3240/3757] lr: 8.830e-03 eta: 1 day, 14:10:44 time: 0.252 data_time: 0.012 memory: 5036 grad_norm: 5.9473 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2244 loss: 3.2244 2022/06/25 22:49:19 - mmengine - INFO - Epoch(train) [41][3260/3757] lr: 8.830e-03 eta: 1 day, 14:10:38 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 5.2636 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.8927 loss: 2.8927 2022/06/25 22:49:24 - mmengine - INFO - Epoch(train) [41][3280/3757] lr: 8.830e-03 eta: 1 day, 14:10:33 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 4.8769 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.9259 loss: 2.9259 2022/06/25 22:49:29 - mmengine - INFO - Epoch(train) [41][3300/3757] lr: 8.830e-03 eta: 1 day, 14:10:27 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 5.1775 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0169 loss: 3.0169 2022/06/25 22:49:34 - mmengine - INFO - Epoch(train) [41][3320/3757] lr: 8.830e-03 eta: 1 day, 14:10:21 time: 0.252 data_time: 0.014 memory: 5036 grad_norm: 5.0098 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.4997 loss: 2.4997 2022/06/25 22:49:40 - mmengine - INFO - Epoch(train) [41][3340/3757] lr: 8.830e-03 eta: 1 day, 14:10:17 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 5.2461 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7630 loss: 2.7630 2022/06/25 22:49:45 - mmengine - INFO - Epoch(train) [41][3360/3757] lr: 8.830e-03 eta: 1 day, 14:10:12 time: 0.272 data_time: 0.005 memory: 5036 grad_norm: 5.0840 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6951 loss: 2.6951 2022/06/25 22:49:50 - mmengine - INFO - Epoch(train) [41][3380/3757] lr: 8.830e-03 eta: 1 day, 14:10:06 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 5.1224 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.1864 loss: 3.1864 2022/06/25 22:49:55 - mmengine - INFO - Epoch(train) [41][3400/3757] lr: 8.830e-03 eta: 1 day, 14:10:00 time: 0.273 data_time: 0.028 memory: 5036 grad_norm: 5.7631 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.1567 loss: 3.1567 2022/06/25 22:50:01 - mmengine - INFO - Epoch(train) [41][3420/3757] lr: 8.830e-03 eta: 1 day, 14:09:54 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 5.8224 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.6489 loss: 2.6489 2022/06/25 22:50:06 - mmengine - INFO - Epoch(train) [41][3440/3757] lr: 8.830e-03 eta: 1 day, 14:09:49 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 5.9163 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6540 loss: 2.6540 2022/06/25 22:50:11 - mmengine - INFO - Epoch(train) [41][3460/3757] lr: 8.830e-03 eta: 1 day, 14:09:43 time: 0.255 data_time: 0.017 memory: 5036 grad_norm: 6.3654 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.2831 loss: 3.2831 2022/06/25 22:50:16 - mmengine - INFO - Epoch(train) [41][3480/3757] lr: 8.830e-03 eta: 1 day, 14:09:38 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 6.2423 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.6379 loss: 2.6379 2022/06/25 22:50:21 - mmengine - INFO - Epoch(train) [41][3500/3757] lr: 8.830e-03 eta: 1 day, 14:09:32 time: 0.268 data_time: 0.013 memory: 5036 grad_norm: 5.3359 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9101 loss: 2.9101 2022/06/25 22:50:27 - mmengine - INFO - Epoch(train) [41][3520/3757] lr: 8.830e-03 eta: 1 day, 14:09:27 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 5.3525 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0354 loss: 3.0354 2022/06/25 22:50:32 - mmengine - INFO - Epoch(train) [41][3540/3757] lr: 8.830e-03 eta: 1 day, 14:09:21 time: 0.256 data_time: 0.019 memory: 5036 grad_norm: 5.5157 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4617 loss: 2.4617 2022/06/25 22:50:37 - mmengine - INFO - Epoch(train) [41][3560/3757] lr: 8.830e-03 eta: 1 day, 14:09:16 time: 0.251 data_time: 0.008 memory: 5036 grad_norm: 5.4209 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9056 loss: 2.9056 2022/06/25 22:50:42 - mmengine - INFO - Epoch(train) [41][3580/3757] lr: 8.830e-03 eta: 1 day, 14:09:11 time: 0.261 data_time: 0.008 memory: 5036 grad_norm: 5.4093 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.1356 loss: 3.1356 2022/06/25 22:50:47 - mmengine - INFO - Epoch(train) [41][3600/3757] lr: 8.830e-03 eta: 1 day, 14:09:05 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 5.5406 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8500 loss: 2.8500 2022/06/25 22:50:53 - mmengine - INFO - Epoch(train) [41][3620/3757] lr: 8.830e-03 eta: 1 day, 14:08:59 time: 0.269 data_time: 0.026 memory: 5036 grad_norm: 5.6190 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.4983 loss: 2.4983 2022/06/25 22:50:58 - mmengine - INFO - Epoch(train) [41][3640/3757] lr: 8.830e-03 eta: 1 day, 14:08:54 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 5.2823 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.3667 loss: 3.3667 2022/06/25 22:51:03 - mmengine - INFO - Epoch(train) [41][3660/3757] lr: 8.830e-03 eta: 1 day, 14:08:48 time: 0.262 data_time: 0.012 memory: 5036 grad_norm: 5.0289 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.2275 loss: 3.2275 2022/06/25 22:51:08 - mmengine - INFO - Epoch(train) [41][3680/3757] lr: 8.830e-03 eta: 1 day, 14:08:43 time: 0.263 data_time: 0.012 memory: 5036 grad_norm: 4.6125 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1232 loss: 3.1232 2022/06/25 22:51:13 - mmengine - INFO - Epoch(train) [41][3700/3757] lr: 8.830e-03 eta: 1 day, 14:08:38 time: 0.276 data_time: 0.031 memory: 5036 grad_norm: 5.3837 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.8942 loss: 2.8942 2022/06/25 22:51:19 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 22:51:19 - mmengine - INFO - Epoch(train) [41][3720/3757] lr: 8.830e-03 eta: 1 day, 14:08:33 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 6.3095 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.3962 loss: 3.3962 2022/06/25 22:51:24 - mmengine - INFO - Epoch(train) [41][3740/3757] lr: 8.830e-03 eta: 1 day, 14:08:27 time: 0.239 data_time: 0.007 memory: 5036 grad_norm: 6.4481 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0438 loss: 3.0438 2022/06/25 22:51:29 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 22:51:29 - mmengine - INFO - Saving checkpoint at 41 epochs 2022/06/25 22:51:42 - mmengine - INFO - Epoch(val) [41][20/310] eta: 0:01:45 time: 0.110 data_time: 0.008 memory: 5036 2022/06/25 22:51:47 - mmengine - INFO - Epoch(val) [41][40/310] eta: 0:01:36 time: 0.106 data_time: 0.004 memory: 1723 2022/06/25 22:51:51 - mmengine - INFO - Epoch(val) [41][60/310] eta: 0:00:26 time: 0.111 data_time: 0.001 memory: 1723 2022/06/25 22:51:56 - mmengine - INFO - Epoch(val) [41][80/310] eta: 0:00:27 time: 0.105 data_time: 0.002 memory: 1723 2022/06/25 22:52:03 - mmengine - INFO - Epoch(val) [41][100/310] eta: 0:01:11 time: 0.107 data_time: 0.005 memory: 1723 2022/06/25 22:52:08 - mmengine - INFO - Epoch(val) [41][120/310] eta: 0:01:11 time: 0.103 data_time: 0.001 memory: 1723 2022/06/25 22:52:12 - mmengine - INFO - Epoch(val) [41][140/310] eta: 0:00:17 time: 0.103 data_time: 0.002 memory: 1723 2022/06/25 22:52:17 - mmengine - INFO - Epoch(val) [41][160/310] eta: 0:00:16 time: 0.109 data_time: 0.001 memory: 1723 2022/06/25 22:52:24 - mmengine - INFO - Epoch(val) [41][180/310] eta: 0:00:43 time: 0.108 data_time: 0.001 memory: 1723 2022/06/25 22:52:29 - mmengine - INFO - Epoch(val) [41][200/310] eta: 0:00:38 time: 0.109 data_time: 0.001 memory: 1723 2022/06/25 22:52:33 - mmengine - INFO - Epoch(val) [41][220/310] eta: 0:00:09 time: 0.103 data_time: 0.001 memory: 1723 2022/06/25 22:52:38 - mmengine - INFO - Epoch(val) [41][240/310] eta: 0:00:07 time: 0.103 data_time: 0.001 memory: 1723 2022/06/25 22:52:45 - mmengine - INFO - Epoch(val) [41][260/310] eta: 0:00:17 time: 0.103 data_time: 0.001 memory: 1723 2022/06/25 22:52:49 - mmengine - INFO - Epoch(val) [41][280/310] eta: 0:00:07 time: 0.114 data_time: 0.002 memory: 1723 2022/06/25 22:52:51 - mmengine - INFO - Epoch(val) [41][300/310] eta: 0:00:01 time: 0.102 data_time: 0.001 memory: 1723 2022/06/25 22:52:53 - mmengine - INFO - Epoch(val) [41][310/310] acc/top1: 0.4197 acc/top5: 0.6877 acc/mean1: 0.4194 2022/06/25 22:53:03 - mmengine - INFO - Epoch(train) [42][20/3757] lr: 8.774e-03 eta: 1 day, 14:08:28 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 5.5368 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.8276 loss: 2.8276 2022/06/25 22:53:08 - mmengine - INFO - Epoch(train) [42][40/3757] lr: 8.774e-03 eta: 1 day, 14:08:22 time: 0.242 data_time: 0.003 memory: 5036 grad_norm: 6.3601 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.8952 loss: 2.8952 2022/06/25 22:53:14 - mmengine - INFO - Epoch(train) [42][60/3757] lr: 8.774e-03 eta: 1 day, 14:08:17 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 6.4911 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2275 loss: 3.2275 2022/06/25 22:53:19 - mmengine - INFO - Epoch(train) [42][80/3757] lr: 8.774e-03 eta: 1 day, 14:08:13 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 6.0641 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7620 loss: 2.7620 2022/06/25 22:53:24 - mmengine - INFO - Epoch(train) [42][100/3757] lr: 8.774e-03 eta: 1 day, 14:08:07 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 5.8765 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.1282 loss: 3.1282 2022/06/25 22:53:30 - mmengine - INFO - Epoch(train) [42][120/3757] lr: 8.774e-03 eta: 1 day, 14:08:02 time: 0.242 data_time: 0.002 memory: 5036 grad_norm: 5.1299 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7675 loss: 2.7675 2022/06/25 22:53:35 - mmengine - INFO - Epoch(train) [42][140/3757] lr: 8.774e-03 eta: 1 day, 14:07:57 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 5.3849 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1787 loss: 3.1787 2022/06/25 22:53:40 - mmengine - INFO - Epoch(train) [42][160/3757] lr: 8.774e-03 eta: 1 day, 14:07:51 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 5.2891 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.9214 loss: 2.9214 2022/06/25 22:53:46 - mmengine - INFO - Epoch(train) [42][180/3757] lr: 8.774e-03 eta: 1 day, 14:07:46 time: 0.276 data_time: 0.003 memory: 5036 grad_norm: 5.4899 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9802 loss: 2.9802 2022/06/25 22:53:51 - mmengine - INFO - Epoch(train) [42][200/3757] lr: 8.774e-03 eta: 1 day, 14:07:41 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 5.1128 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5224 loss: 2.5224 2022/06/25 22:53:56 - mmengine - INFO - Epoch(train) [42][220/3757] lr: 8.774e-03 eta: 1 day, 14:07:36 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 5.8941 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1969 loss: 3.1969 2022/06/25 22:54:01 - mmengine - INFO - Epoch(train) [42][240/3757] lr: 8.774e-03 eta: 1 day, 14:07:30 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 5.7802 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.3320 loss: 3.3320 2022/06/25 22:54:07 - mmengine - INFO - Epoch(train) [42][260/3757] lr: 8.774e-03 eta: 1 day, 14:07:25 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 5.4308 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 2.9836 loss: 2.9836 2022/06/25 22:54:12 - mmengine - INFO - Epoch(train) [42][280/3757] lr: 8.774e-03 eta: 1 day, 14:07:20 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 5.6074 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6742 loss: 2.6742 2022/06/25 22:54:17 - mmengine - INFO - Epoch(train) [42][300/3757] lr: 8.774e-03 eta: 1 day, 14:07:15 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 6.6817 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.7083 loss: 2.7083 2022/06/25 22:54:22 - mmengine - INFO - Epoch(train) [42][320/3757] lr: 8.774e-03 eta: 1 day, 14:07:09 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 5.7638 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8062 loss: 2.8062 2022/06/25 22:54:28 - mmengine - INFO - Epoch(train) [42][340/3757] lr: 8.774e-03 eta: 1 day, 14:07:05 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 4.8959 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.4570 loss: 2.4570 2022/06/25 22:54:33 - mmengine - INFO - Epoch(train) [42][360/3757] lr: 8.774e-03 eta: 1 day, 14:06:59 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 5.0848 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9142 loss: 2.9142 2022/06/25 22:54:39 - mmengine - INFO - Epoch(train) [42][380/3757] lr: 8.774e-03 eta: 1 day, 14:06:55 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 4.7706 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.8481 loss: 2.8481 2022/06/25 22:54:44 - mmengine - INFO - Epoch(train) [42][400/3757] lr: 8.774e-03 eta: 1 day, 14:06:49 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 5.3912 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.9524 loss: 2.9524 2022/06/25 22:54:49 - mmengine - INFO - Epoch(train) [42][420/3757] lr: 8.774e-03 eta: 1 day, 14:06:44 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 4.9671 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.9158 loss: 2.9158 2022/06/25 22:54:54 - mmengine - INFO - Epoch(train) [42][440/3757] lr: 8.774e-03 eta: 1 day, 14:06:38 time: 0.242 data_time: 0.003 memory: 5036 grad_norm: 4.5210 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8698 loss: 2.8698 2022/06/25 22:54:59 - mmengine - INFO - Epoch(train) [42][460/3757] lr: 8.774e-03 eta: 1 day, 14:06:32 time: 0.242 data_time: 0.004 memory: 5036 grad_norm: 6.0702 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.9388 loss: 2.9388 2022/06/25 22:55:04 - mmengine - INFO - Epoch(train) [42][480/3757] lr: 8.774e-03 eta: 1 day, 14:06:27 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 5.1542 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.1631 loss: 3.1631 2022/06/25 22:55:10 - mmengine - INFO - Epoch(train) [42][500/3757] lr: 8.774e-03 eta: 1 day, 14:06:22 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 4.9962 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.9860 loss: 2.9860 2022/06/25 22:55:15 - mmengine - INFO - Epoch(train) [42][520/3757] lr: 8.774e-03 eta: 1 day, 14:06:16 time: 0.244 data_time: 0.003 memory: 5036 grad_norm: 4.8057 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.9337 loss: 2.9337 2022/06/25 22:55:20 - mmengine - INFO - Epoch(train) [42][540/3757] lr: 8.774e-03 eta: 1 day, 14:06:11 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 5.1222 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8417 loss: 2.8417 2022/06/25 22:55:25 - mmengine - INFO - Epoch(train) [42][560/3757] lr: 8.774e-03 eta: 1 day, 14:06:05 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 5.4218 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0149 loss: 3.0149 2022/06/25 22:55:31 - mmengine - INFO - Epoch(train) [42][580/3757] lr: 8.774e-03 eta: 1 day, 14:06:01 time: 0.271 data_time: 0.003 memory: 5036 grad_norm: 5.4918 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9695 loss: 2.9695 2022/06/25 22:55:36 - mmengine - INFO - Epoch(train) [42][600/3757] lr: 8.774e-03 eta: 1 day, 14:05:56 time: 0.266 data_time: 0.003 memory: 5036 grad_norm: 5.4788 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.1406 loss: 3.1406 2022/06/25 22:55:41 - mmengine - INFO - Epoch(train) [42][620/3757] lr: 8.774e-03 eta: 1 day, 14:05:50 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 5.9607 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.7488 loss: 2.7488 2022/06/25 22:55:47 - mmengine - INFO - Epoch(train) [42][640/3757] lr: 8.774e-03 eta: 1 day, 14:05:45 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 5.6215 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9376 loss: 2.9376 2022/06/25 22:55:52 - mmengine - INFO - Epoch(train) [42][660/3757] lr: 8.774e-03 eta: 1 day, 14:05:39 time: 0.268 data_time: 0.003 memory: 5036 grad_norm: 4.8714 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9651 loss: 2.9651 2022/06/25 22:55:57 - mmengine - INFO - Epoch(train) [42][680/3757] lr: 8.774e-03 eta: 1 day, 14:05:34 time: 0.244 data_time: 0.003 memory: 5036 grad_norm: 5.7268 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0206 loss: 3.0206 2022/06/25 22:56:02 - mmengine - INFO - Epoch(train) [42][700/3757] lr: 8.774e-03 eta: 1 day, 14:05:29 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 5.1478 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.9061 loss: 2.9061 2022/06/25 22:56:07 - mmengine - INFO - Epoch(train) [42][720/3757] lr: 8.774e-03 eta: 1 day, 14:05:23 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 5.3866 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.9798 loss: 2.9798 2022/06/25 22:56:13 - mmengine - INFO - Epoch(train) [42][740/3757] lr: 8.774e-03 eta: 1 day, 14:05:19 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 5.6349 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.0179 loss: 3.0179 2022/06/25 22:56:19 - mmengine - INFO - Epoch(train) [42][760/3757] lr: 8.774e-03 eta: 1 day, 14:05:15 time: 0.245 data_time: 0.003 memory: 5036 grad_norm: 5.0071 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7241 loss: 2.7241 2022/06/25 22:56:24 - mmengine - INFO - Epoch(train) [42][780/3757] lr: 8.774e-03 eta: 1 day, 14:05:09 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 5.7544 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6307 loss: 2.6307 2022/06/25 22:56:29 - mmengine - INFO - Epoch(train) [42][800/3757] lr: 8.774e-03 eta: 1 day, 14:05:04 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 5.0545 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 3.0313 loss: 3.0313 2022/06/25 22:56:34 - mmengine - INFO - Epoch(train) [42][820/3757] lr: 8.774e-03 eta: 1 day, 14:04:58 time: 0.258 data_time: 0.002 memory: 5036 grad_norm: 5.4924 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9299 loss: 2.9299 2022/06/25 22:56:40 - mmengine - INFO - Epoch(train) [42][840/3757] lr: 8.774e-03 eta: 1 day, 14:04:53 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 5.4506 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8238 loss: 2.8238 2022/06/25 22:56:45 - mmengine - INFO - Epoch(train) [42][860/3757] lr: 8.774e-03 eta: 1 day, 14:04:48 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 4.8516 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6129 loss: 2.6129 2022/06/25 22:56:50 - mmengine - INFO - Epoch(train) [42][880/3757] lr: 8.774e-03 eta: 1 day, 14:04:42 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 5.8291 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.8340 loss: 2.8340 2022/06/25 22:56:55 - mmengine - INFO - Epoch(train) [42][900/3757] lr: 8.774e-03 eta: 1 day, 14:04:37 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.0152 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1926 loss: 3.1926 2022/06/25 22:57:01 - mmengine - INFO - Epoch(train) [42][920/3757] lr: 8.774e-03 eta: 1 day, 14:04:33 time: 0.262 data_time: 0.002 memory: 5036 grad_norm: 5.6347 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2193 loss: 3.2193 2022/06/25 22:57:06 - mmengine - INFO - Epoch(train) [42][940/3757] lr: 8.774e-03 eta: 1 day, 14:04:27 time: 0.405 data_time: 0.005 memory: 5036 grad_norm: 6.0547 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1522 loss: 3.1522 2022/06/25 22:57:11 - mmengine - INFO - Epoch(train) [42][960/3757] lr: 8.774e-03 eta: 1 day, 14:04:22 time: 0.248 data_time: 0.008 memory: 5036 grad_norm: 5.6799 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.0218 loss: 3.0218 2022/06/25 22:57:12 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 22:57:17 - mmengine - INFO - Epoch(train) [42][980/3757] lr: 8.774e-03 eta: 1 day, 14:04:18 time: 0.385 data_time: 0.029 memory: 5036 grad_norm: 5.6829 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.7443 loss: 2.7443 2022/06/25 22:57:22 - mmengine - INFO - Epoch(train) [42][1000/3757] lr: 8.774e-03 eta: 1 day, 14:04:12 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 5.7655 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8119 loss: 2.8119 2022/06/25 22:57:27 - mmengine - INFO - Epoch(train) [42][1020/3757] lr: 8.774e-03 eta: 1 day, 14:04:06 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 5.2633 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.4315 loss: 3.4315 2022/06/25 22:57:32 - mmengine - INFO - Epoch(train) [42][1040/3757] lr: 8.774e-03 eta: 1 day, 14:04:00 time: 0.244 data_time: 0.005 memory: 5036 grad_norm: 6.1503 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7115 loss: 2.7115 2022/06/25 22:57:37 - mmengine - INFO - Epoch(train) [42][1060/3757] lr: 8.774e-03 eta: 1 day, 14:03:55 time: 0.251 data_time: 0.005 memory: 5036 grad_norm: 5.9867 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.2829 loss: 2.2829 2022/06/25 22:57:42 - mmengine - INFO - Epoch(train) [42][1080/3757] lr: 8.774e-03 eta: 1 day, 14:03:49 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 5.2123 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6962 loss: 2.6962 2022/06/25 22:57:47 - mmengine - INFO - Epoch(train) [42][1100/3757] lr: 8.774e-03 eta: 1 day, 14:03:43 time: 0.248 data_time: 0.010 memory: 5036 grad_norm: 5.4782 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9661 loss: 2.9661 2022/06/25 22:57:53 - mmengine - INFO - Epoch(train) [42][1120/3757] lr: 8.774e-03 eta: 1 day, 14:03:37 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 5.7269 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.0015 loss: 3.0015 2022/06/25 22:57:58 - mmengine - INFO - Epoch(train) [42][1140/3757] lr: 8.774e-03 eta: 1 day, 14:03:33 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 4.9151 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6584 loss: 2.6584 2022/06/25 22:58:03 - mmengine - INFO - Epoch(train) [42][1160/3757] lr: 8.774e-03 eta: 1 day, 14:03:27 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 5.3415 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.9339 loss: 2.9339 2022/06/25 22:58:08 - mmengine - INFO - Epoch(train) [42][1180/3757] lr: 8.774e-03 eta: 1 day, 14:03:22 time: 0.297 data_time: 0.016 memory: 5036 grad_norm: 5.7626 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.8554 loss: 2.8554 2022/06/25 22:58:14 - mmengine - INFO - Epoch(train) [42][1200/3757] lr: 8.774e-03 eta: 1 day, 14:03:16 time: 0.248 data_time: 0.005 memory: 5036 grad_norm: 5.5289 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2709 loss: 3.2709 2022/06/25 22:58:19 - mmengine - INFO - Epoch(train) [42][1220/3757] lr: 8.774e-03 eta: 1 day, 14:03:10 time: 0.250 data_time: 0.010 memory: 5036 grad_norm: 6.1928 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0288 loss: 3.0288 2022/06/25 22:58:24 - mmengine - INFO - Epoch(train) [42][1240/3757] lr: 8.774e-03 eta: 1 day, 14:03:04 time: 0.257 data_time: 0.002 memory: 5036 grad_norm: 6.3498 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6041 loss: 2.6041 2022/06/25 22:58:29 - mmengine - INFO - Epoch(train) [42][1260/3757] lr: 8.774e-03 eta: 1 day, 14:03:00 time: 0.253 data_time: 0.012 memory: 5036 grad_norm: 5.6173 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.4193 loss: 2.4193 2022/06/25 22:58:35 - mmengine - INFO - Epoch(train) [42][1280/3757] lr: 8.774e-03 eta: 1 day, 14:02:55 time: 0.255 data_time: 0.012 memory: 5036 grad_norm: 5.1250 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.9425 loss: 2.9425 2022/06/25 22:58:40 - mmengine - INFO - Epoch(train) [42][1300/3757] lr: 8.774e-03 eta: 1 day, 14:02:49 time: 0.254 data_time: 0.014 memory: 5036 grad_norm: 5.2883 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.5819 loss: 2.5819 2022/06/25 22:58:45 - mmengine - INFO - Epoch(train) [42][1320/3757] lr: 8.774e-03 eta: 1 day, 14:02:43 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 4.9126 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4822 loss: 2.4822 2022/06/25 22:58:50 - mmengine - INFO - Epoch(train) [42][1340/3757] lr: 8.774e-03 eta: 1 day, 14:02:39 time: 0.251 data_time: 0.008 memory: 5036 grad_norm: 5.3957 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.9192 loss: 2.9192 2022/06/25 22:58:55 - mmengine - INFO - Epoch(train) [42][1360/3757] lr: 8.774e-03 eta: 1 day, 14:02:33 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 5.5186 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.7046 loss: 2.7046 2022/06/25 22:59:01 - mmengine - INFO - Epoch(train) [42][1380/3757] lr: 8.774e-03 eta: 1 day, 14:02:28 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 5.2405 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.6290 loss: 2.6290 2022/06/25 22:59:06 - mmengine - INFO - Epoch(train) [42][1400/3757] lr: 8.774e-03 eta: 1 day, 14:02:22 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 5.8291 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8036 loss: 2.8036 2022/06/25 22:59:12 - mmengine - INFO - Epoch(train) [42][1420/3757] lr: 8.774e-03 eta: 1 day, 14:02:18 time: 0.252 data_time: 0.011 memory: 5036 grad_norm: 5.2332 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0565 loss: 3.0565 2022/06/25 22:59:17 - mmengine - INFO - Epoch(train) [42][1440/3757] lr: 8.774e-03 eta: 1 day, 14:02:12 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 5.3965 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.3466 loss: 3.3466 2022/06/25 22:59:22 - mmengine - INFO - Epoch(train) [42][1460/3757] lr: 8.774e-03 eta: 1 day, 14:02:07 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 5.7265 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 2.9987 loss: 2.9987 2022/06/25 22:59:27 - mmengine - INFO - Epoch(train) [42][1480/3757] lr: 8.774e-03 eta: 1 day, 14:02:01 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 5.3520 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.5102 loss: 3.5102 2022/06/25 22:59:32 - mmengine - INFO - Epoch(train) [42][1500/3757] lr: 8.774e-03 eta: 1 day, 14:01:55 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 4.9975 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.4533 loss: 3.4533 2022/06/25 22:59:37 - mmengine - INFO - Epoch(train) [42][1520/3757] lr: 8.774e-03 eta: 1 day, 14:01:49 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 5.5152 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.5173 loss: 2.5173 2022/06/25 22:59:42 - mmengine - INFO - Epoch(train) [42][1540/3757] lr: 8.774e-03 eta: 1 day, 14:01:44 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 5.0647 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.1646 loss: 3.1646 2022/06/25 22:59:48 - mmengine - INFO - Epoch(train) [42][1560/3757] lr: 8.774e-03 eta: 1 day, 14:01:40 time: 0.259 data_time: 0.002 memory: 5036 grad_norm: 4.7460 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.6055 loss: 2.6055 2022/06/25 22:59:53 - mmengine - INFO - Epoch(train) [42][1580/3757] lr: 8.774e-03 eta: 1 day, 14:01:34 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 6.1844 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9000 loss: 2.9000 2022/06/25 22:59:58 - mmengine - INFO - Epoch(train) [42][1600/3757] lr: 8.774e-03 eta: 1 day, 14:01:28 time: 0.385 data_time: 0.006 memory: 5036 grad_norm: 5.6868 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8456 loss: 2.8456 2022/06/25 23:00:03 - mmengine - INFO - Epoch(train) [42][1620/3757] lr: 8.774e-03 eta: 1 day, 14:01:23 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 5.6669 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7061 loss: 2.7061 2022/06/25 23:00:09 - mmengine - INFO - Epoch(train) [42][1640/3757] lr: 8.774e-03 eta: 1 day, 14:01:17 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 5.6497 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9273 loss: 2.9273 2022/06/25 23:00:14 - mmengine - INFO - Epoch(train) [42][1660/3757] lr: 8.774e-03 eta: 1 day, 14:01:12 time: 0.261 data_time: 0.002 memory: 5036 grad_norm: 5.5156 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.4836 loss: 2.4836 2022/06/25 23:00:19 - mmengine - INFO - Epoch(train) [42][1680/3757] lr: 8.774e-03 eta: 1 day, 14:01:06 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 6.5645 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8612 loss: 2.8612 2022/06/25 23:00:24 - mmengine - INFO - Epoch(train) [42][1700/3757] lr: 8.774e-03 eta: 1 day, 14:01:00 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 5.7929 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0765 loss: 3.0765 2022/06/25 23:00:29 - mmengine - INFO - Epoch(train) [42][1720/3757] lr: 8.774e-03 eta: 1 day, 14:00:54 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 5.4412 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 2.8747 loss: 2.8747 2022/06/25 23:00:34 - mmengine - INFO - Epoch(train) [42][1740/3757] lr: 8.774e-03 eta: 1 day, 14:00:49 time: 0.265 data_time: 0.002 memory: 5036 grad_norm: 5.6953 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.9363 loss: 2.9363 2022/06/25 23:00:40 - mmengine - INFO - Epoch(train) [42][1760/3757] lr: 8.774e-03 eta: 1 day, 14:00:43 time: 0.255 data_time: 0.010 memory: 5036 grad_norm: 5.0410 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.4453 loss: 2.4453 2022/06/25 23:00:45 - mmengine - INFO - Epoch(train) [42][1780/3757] lr: 8.774e-03 eta: 1 day, 14:00:38 time: 0.258 data_time: 0.002 memory: 5036 grad_norm: 5.3478 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.8891 loss: 2.8891 2022/06/25 23:00:50 - mmengine - INFO - Epoch(train) [42][1800/3757] lr: 8.774e-03 eta: 1 day, 14:00:32 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 5.3146 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.2820 loss: 3.2820 2022/06/25 23:00:55 - mmengine - INFO - Epoch(train) [42][1820/3757] lr: 8.774e-03 eta: 1 day, 14:00:27 time: 0.272 data_time: 0.002 memory: 5036 grad_norm: 5.3344 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6562 loss: 2.6562 2022/06/25 23:01:00 - mmengine - INFO - Epoch(train) [42][1840/3757] lr: 8.774e-03 eta: 1 day, 14:00:21 time: 0.255 data_time: 0.011 memory: 5036 grad_norm: 5.5060 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.7673 loss: 2.7673 2022/06/25 23:01:05 - mmengine - INFO - Epoch(train) [42][1860/3757] lr: 8.774e-03 eta: 1 day, 14:00:15 time: 0.264 data_time: 0.002 memory: 5036 grad_norm: 4.5726 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.4139 loss: 3.4139 2022/06/25 23:01:10 - mmengine - INFO - Epoch(train) [42][1880/3757] lr: 8.774e-03 eta: 1 day, 14:00:10 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 5.3571 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8378 loss: 2.8378 2022/06/25 23:01:16 - mmengine - INFO - Epoch(train) [42][1900/3757] lr: 8.774e-03 eta: 1 day, 14:00:04 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 5.7589 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1280 loss: 3.1280 2022/06/25 23:01:21 - mmengine - INFO - Epoch(train) [42][1920/3757] lr: 8.774e-03 eta: 1 day, 14:00:01 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 5.5534 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9269 loss: 2.9269 2022/06/25 23:01:27 - mmengine - INFO - Epoch(train) [42][1940/3757] lr: 8.774e-03 eta: 1 day, 13:59:55 time: 0.262 data_time: 0.002 memory: 5036 grad_norm: 5.2958 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6811 loss: 2.6811 2022/06/25 23:01:32 - mmengine - INFO - Epoch(train) [42][1960/3757] lr: 8.774e-03 eta: 1 day, 13:59:49 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 5.5093 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2190 loss: 3.2190 2022/06/25 23:01:33 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 23:01:37 - mmengine - INFO - Epoch(train) [42][1980/3757] lr: 8.774e-03 eta: 1 day, 13:59:45 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 5.5436 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.8538 loss: 2.8538 2022/06/25 23:01:42 - mmengine - INFO - Epoch(train) [42][2000/3757] lr: 8.774e-03 eta: 1 day, 13:59:39 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 5.1415 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.9402 loss: 2.9402 2022/06/25 23:01:48 - mmengine - INFO - Epoch(train) [42][2020/3757] lr: 8.774e-03 eta: 1 day, 13:59:34 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 5.2727 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9583 loss: 2.9583 2022/06/25 23:01:53 - mmengine - INFO - Epoch(train) [42][2040/3757] lr: 8.774e-03 eta: 1 day, 13:59:28 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 5.6968 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.8849 loss: 2.8849 2022/06/25 23:01:58 - mmengine - INFO - Epoch(train) [42][2060/3757] lr: 8.774e-03 eta: 1 day, 13:59:23 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 5.6805 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8568 loss: 2.8568 2022/06/25 23:02:03 - mmengine - INFO - Epoch(train) [42][2080/3757] lr: 8.774e-03 eta: 1 day, 13:59:17 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 4.8208 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0314 loss: 3.0314 2022/06/25 23:02:08 - mmengine - INFO - Epoch(train) [42][2100/3757] lr: 8.774e-03 eta: 1 day, 13:59:12 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 5.6946 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9581 loss: 2.9581 2022/06/25 23:02:14 - mmengine - INFO - Epoch(train) [42][2120/3757] lr: 8.774e-03 eta: 1 day, 13:59:06 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 5.7047 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8065 loss: 2.8065 2022/06/25 23:02:19 - mmengine - INFO - Epoch(train) [42][2140/3757] lr: 8.774e-03 eta: 1 day, 13:59:02 time: 0.261 data_time: 0.002 memory: 5036 grad_norm: 5.7586 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1358 loss: 3.1358 2022/06/25 23:02:24 - mmengine - INFO - Epoch(train) [42][2160/3757] lr: 8.774e-03 eta: 1 day, 13:58:57 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 4.8631 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9209 loss: 2.9209 2022/06/25 23:02:30 - mmengine - INFO - Epoch(train) [42][2180/3757] lr: 8.774e-03 eta: 1 day, 13:58:52 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 6.0808 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1155 loss: 3.1155 2022/06/25 23:02:35 - mmengine - INFO - Epoch(train) [42][2200/3757] lr: 8.774e-03 eta: 1 day, 13:58:46 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 4.7025 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.7859 loss: 2.7859 2022/06/25 23:02:40 - mmengine - INFO - Epoch(train) [42][2220/3757] lr: 8.774e-03 eta: 1 day, 13:58:41 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 5.5103 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6632 loss: 2.6632 2022/06/25 23:02:45 - mmengine - INFO - Epoch(train) [42][2240/3757] lr: 8.774e-03 eta: 1 day, 13:58:35 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 5.9943 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.6502 loss: 2.6502 2022/06/25 23:02:51 - mmengine - INFO - Epoch(train) [42][2260/3757] lr: 8.774e-03 eta: 1 day, 13:58:30 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 4.9823 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6721 loss: 2.6721 2022/06/25 23:02:56 - mmengine - INFO - Epoch(train) [42][2280/3757] lr: 8.774e-03 eta: 1 day, 13:58:24 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 5.9863 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.4736 loss: 2.4736 2022/06/25 23:03:01 - mmengine - INFO - Epoch(train) [42][2300/3757] lr: 8.774e-03 eta: 1 day, 13:58:19 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 5.4992 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.7322 loss: 2.7322 2022/06/25 23:03:06 - mmengine - INFO - Epoch(train) [42][2320/3757] lr: 8.774e-03 eta: 1 day, 13:58:14 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 6.4772 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.1167 loss: 3.1167 2022/06/25 23:03:12 - mmengine - INFO - Epoch(train) [42][2340/3757] lr: 8.774e-03 eta: 1 day, 13:58:09 time: 0.269 data_time: 0.002 memory: 5036 grad_norm: 5.8727 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9562 loss: 2.9562 2022/06/25 23:03:17 - mmengine - INFO - Epoch(train) [42][2360/3757] lr: 8.774e-03 eta: 1 day, 13:58:03 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.0227 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5565 loss: 2.5565 2022/06/25 23:03:22 - mmengine - INFO - Epoch(train) [42][2380/3757] lr: 8.774e-03 eta: 1 day, 13:57:57 time: 0.258 data_time: 0.002 memory: 5036 grad_norm: 5.2953 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2081 loss: 3.2081 2022/06/25 23:03:27 - mmengine - INFO - Epoch(train) [42][2400/3757] lr: 8.774e-03 eta: 1 day, 13:57:52 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 5.7036 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9737 loss: 2.9737 2022/06/25 23:03:32 - mmengine - INFO - Epoch(train) [42][2420/3757] lr: 8.774e-03 eta: 1 day, 13:57:47 time: 0.264 data_time: 0.010 memory: 5036 grad_norm: 5.4802 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8941 loss: 2.8941 2022/06/25 23:03:38 - mmengine - INFO - Epoch(train) [42][2440/3757] lr: 8.774e-03 eta: 1 day, 13:57:41 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 5.0960 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7472 loss: 2.7472 2022/06/25 23:03:43 - mmengine - INFO - Epoch(train) [42][2460/3757] lr: 8.774e-03 eta: 1 day, 13:57:36 time: 0.256 data_time: 0.002 memory: 5036 grad_norm: 6.1445 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.1616 loss: 3.1616 2022/06/25 23:03:48 - mmengine - INFO - Epoch(train) [42][2480/3757] lr: 8.774e-03 eta: 1 day, 13:57:31 time: 0.270 data_time: 0.003 memory: 5036 grad_norm: 6.0344 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.0963 loss: 3.0963 2022/06/25 23:03:53 - mmengine - INFO - Epoch(train) [42][2500/3757] lr: 8.774e-03 eta: 1 day, 13:57:25 time: 0.264 data_time: 0.014 memory: 5036 grad_norm: 5.1200 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 3.2405 loss: 3.2405 2022/06/25 23:03:59 - mmengine - INFO - Epoch(train) [42][2520/3757] lr: 8.774e-03 eta: 1 day, 13:57:20 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 5.4800 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.8338 loss: 2.8338 2022/06/25 23:04:04 - mmengine - INFO - Epoch(train) [42][2540/3757] lr: 8.774e-03 eta: 1 day, 13:57:14 time: 0.251 data_time: 0.008 memory: 5036 grad_norm: 5.9100 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5236 loss: 2.5236 2022/06/25 23:04:09 - mmengine - INFO - Epoch(train) [42][2560/3757] lr: 8.774e-03 eta: 1 day, 13:57:09 time: 0.257 data_time: 0.002 memory: 5036 grad_norm: 5.6895 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.7611 loss: 2.7611 2022/06/25 23:04:14 - mmengine - INFO - Epoch(train) [42][2580/3757] lr: 8.774e-03 eta: 1 day, 13:57:04 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 6.1009 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1179 loss: 3.1179 2022/06/25 23:04:19 - mmengine - INFO - Epoch(train) [42][2600/3757] lr: 8.774e-03 eta: 1 day, 13:56:58 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 5.9020 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.9902 loss: 2.9902 2022/06/25 23:04:25 - mmengine - INFO - Epoch(train) [42][2620/3757] lr: 8.774e-03 eta: 1 day, 13:56:53 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 5.1108 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0551 loss: 3.0551 2022/06/25 23:04:30 - mmengine - INFO - Epoch(train) [42][2640/3757] lr: 8.774e-03 eta: 1 day, 13:56:47 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 5.2132 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.3330 loss: 3.3330 2022/06/25 23:04:35 - mmengine - INFO - Epoch(train) [42][2660/3757] lr: 8.774e-03 eta: 1 day, 13:56:42 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 5.2897 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.3407 loss: 3.3407 2022/06/25 23:04:40 - mmengine - INFO - Epoch(train) [42][2680/3757] lr: 8.774e-03 eta: 1 day, 13:56:36 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 5.0461 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0642 loss: 3.0642 2022/06/25 23:04:46 - mmengine - INFO - Epoch(train) [42][2700/3757] lr: 8.774e-03 eta: 1 day, 13:56:31 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 5.3366 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9381 loss: 2.9381 2022/06/25 23:04:51 - mmengine - INFO - Epoch(train) [42][2720/3757] lr: 8.774e-03 eta: 1 day, 13:56:26 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 5.2890 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9793 loss: 2.9793 2022/06/25 23:04:56 - mmengine - INFO - Epoch(train) [42][2740/3757] lr: 8.774e-03 eta: 1 day, 13:56:20 time: 0.274 data_time: 0.003 memory: 5036 grad_norm: 5.4531 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1106 loss: 3.1106 2022/06/25 23:05:01 - mmengine - INFO - Epoch(train) [42][2760/3757] lr: 8.774e-03 eta: 1 day, 13:56:15 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 5.2185 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.2346 loss: 3.2346 2022/06/25 23:05:06 - mmengine - INFO - Epoch(train) [42][2780/3757] lr: 8.774e-03 eta: 1 day, 13:56:09 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 5.7113 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.4825 loss: 3.4825 2022/06/25 23:05:12 - mmengine - INFO - Epoch(train) [42][2800/3757] lr: 8.774e-03 eta: 1 day, 13:56:04 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 5.4598 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.9780 loss: 2.9780 2022/06/25 23:05:17 - mmengine - INFO - Epoch(train) [42][2820/3757] lr: 8.774e-03 eta: 1 day, 13:55:59 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 5.5150 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.7704 loss: 2.7704 2022/06/25 23:05:22 - mmengine - INFO - Epoch(train) [42][2840/3757] lr: 8.774e-03 eta: 1 day, 13:55:53 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 5.6272 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.3452 loss: 2.3452 2022/06/25 23:05:27 - mmengine - INFO - Epoch(train) [42][2860/3757] lr: 8.774e-03 eta: 1 day, 13:55:48 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 5.5758 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.8594 loss: 2.8594 2022/06/25 23:05:33 - mmengine - INFO - Epoch(train) [42][2880/3757] lr: 8.774e-03 eta: 1 day, 13:55:42 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.2273 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6832 loss: 2.6832 2022/06/25 23:05:38 - mmengine - INFO - Epoch(train) [42][2900/3757] lr: 8.774e-03 eta: 1 day, 13:55:37 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 5.6654 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0508 loss: 3.0508 2022/06/25 23:05:43 - mmengine - INFO - Epoch(train) [42][2920/3757] lr: 8.774e-03 eta: 1 day, 13:55:31 time: 0.245 data_time: 0.003 memory: 5036 grad_norm: 5.3402 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5611 loss: 2.5611 2022/06/25 23:05:48 - mmengine - INFO - Epoch(train) [42][2940/3757] lr: 8.774e-03 eta: 1 day, 13:55:27 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 5.3270 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.8740 loss: 2.8740 2022/06/25 23:05:54 - mmengine - INFO - Epoch(train) [42][2960/3757] lr: 8.774e-03 eta: 1 day, 13:55:21 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 6.0434 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8037 loss: 2.8037 2022/06/25 23:05:54 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 23:05:59 - mmengine - INFO - Epoch(train) [42][2980/3757] lr: 8.774e-03 eta: 1 day, 13:55:16 time: 0.264 data_time: 0.002 memory: 5036 grad_norm: 5.1062 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.9231 loss: 2.9231 2022/06/25 23:06:04 - mmengine - INFO - Epoch(train) [42][3000/3757] lr: 8.774e-03 eta: 1 day, 13:55:11 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 5.7366 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8922 loss: 2.8922 2022/06/25 23:06:10 - mmengine - INFO - Epoch(train) [42][3020/3757] lr: 8.774e-03 eta: 1 day, 13:55:06 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 5.2702 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4848 loss: 2.4848 2022/06/25 23:06:15 - mmengine - INFO - Epoch(train) [42][3040/3757] lr: 8.774e-03 eta: 1 day, 13:55:00 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 5.4261 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1536 loss: 3.1536 2022/06/25 23:06:20 - mmengine - INFO - Epoch(train) [42][3060/3757] lr: 8.774e-03 eta: 1 day, 13:54:55 time: 0.271 data_time: 0.004 memory: 5036 grad_norm: 5.6152 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1858 loss: 3.1858 2022/06/25 23:06:25 - mmengine - INFO - Epoch(train) [42][3080/3757] lr: 8.774e-03 eta: 1 day, 13:54:50 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 5.7651 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.7491 loss: 2.7491 2022/06/25 23:06:31 - mmengine - INFO - Epoch(train) [42][3100/3757] lr: 8.774e-03 eta: 1 day, 13:54:46 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 5.6278 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.9620 loss: 2.9620 2022/06/25 23:06:36 - mmengine - INFO - Epoch(train) [42][3120/3757] lr: 8.774e-03 eta: 1 day, 13:54:41 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 5.8518 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.9716 loss: 2.9716 2022/06/25 23:06:41 - mmengine - INFO - Epoch(train) [42][3140/3757] lr: 8.774e-03 eta: 1 day, 13:54:35 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 5.1338 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8816 loss: 2.8816 2022/06/25 23:06:47 - mmengine - INFO - Epoch(train) [42][3160/3757] lr: 8.774e-03 eta: 1 day, 13:54:30 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 5.3075 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9003 loss: 2.9003 2022/06/25 23:06:52 - mmengine - INFO - Epoch(train) [42][3180/3757] lr: 8.774e-03 eta: 1 day, 13:54:25 time: 0.265 data_time: 0.005 memory: 5036 grad_norm: 4.9897 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5290 loss: 2.5290 2022/06/25 23:06:57 - mmengine - INFO - Epoch(train) [42][3200/3757] lr: 8.774e-03 eta: 1 day, 13:54:20 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 5.3177 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0836 loss: 3.0836 2022/06/25 23:07:03 - mmengine - INFO - Epoch(train) [42][3220/3757] lr: 8.774e-03 eta: 1 day, 13:54:15 time: 0.273 data_time: 0.003 memory: 5036 grad_norm: 5.0481 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0288 loss: 3.0288 2022/06/25 23:07:08 - mmengine - INFO - Epoch(train) [42][3240/3757] lr: 8.774e-03 eta: 1 day, 13:54:09 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 5.7174 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0263 loss: 3.0263 2022/06/25 23:07:13 - mmengine - INFO - Epoch(train) [42][3260/3757] lr: 8.774e-03 eta: 1 day, 13:54:04 time: 0.275 data_time: 0.005 memory: 5036 grad_norm: 5.2745 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9656 loss: 2.9656 2022/06/25 23:07:18 - mmengine - INFO - Epoch(train) [42][3280/3757] lr: 8.774e-03 eta: 1 day, 13:53:58 time: 0.252 data_time: 0.008 memory: 5036 grad_norm: 5.1141 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 2.9717 loss: 2.9717 2022/06/25 23:07:24 - mmengine - INFO - Epoch(train) [42][3300/3757] lr: 8.774e-03 eta: 1 day, 13:53:53 time: 0.276 data_time: 0.003 memory: 5036 grad_norm: 5.6675 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8830 loss: 2.8830 2022/06/25 23:07:29 - mmengine - INFO - Epoch(train) [42][3320/3757] lr: 8.774e-03 eta: 1 day, 13:53:48 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 5.6109 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8820 loss: 2.8820 2022/06/25 23:07:34 - mmengine - INFO - Epoch(train) [42][3340/3757] lr: 8.774e-03 eta: 1 day, 13:53:42 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 5.3823 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.0975 loss: 3.0975 2022/06/25 23:07:39 - mmengine - INFO - Epoch(train) [42][3360/3757] lr: 8.774e-03 eta: 1 day, 13:53:37 time: 0.245 data_time: 0.003 memory: 5036 grad_norm: 5.7763 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.9566 loss: 2.9566 2022/06/25 23:07:44 - mmengine - INFO - Epoch(train) [42][3380/3757] lr: 8.774e-03 eta: 1 day, 13:53:31 time: 0.272 data_time: 0.003 memory: 5036 grad_norm: 5.9158 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.0074 loss: 3.0074 2022/06/25 23:07:50 - mmengine - INFO - Epoch(train) [42][3400/3757] lr: 8.774e-03 eta: 1 day, 13:53:26 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 5.2208 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8785 loss: 2.8785 2022/06/25 23:07:55 - mmengine - INFO - Epoch(train) [42][3420/3757] lr: 8.774e-03 eta: 1 day, 13:53:20 time: 0.264 data_time: 0.008 memory: 5036 grad_norm: 5.7215 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.9982 loss: 2.9982 2022/06/25 23:08:00 - mmengine - INFO - Epoch(train) [42][3440/3757] lr: 8.774e-03 eta: 1 day, 13:53:15 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 5.4398 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.9256 loss: 2.9256 2022/06/25 23:08:05 - mmengine - INFO - Epoch(train) [42][3460/3757] lr: 8.774e-03 eta: 1 day, 13:53:09 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 5.1627 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5740 loss: 2.5740 2022/06/25 23:08:11 - mmengine - INFO - Epoch(train) [42][3480/3757] lr: 8.774e-03 eta: 1 day, 13:53:04 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 5.7147 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.1858 loss: 3.1858 2022/06/25 23:08:16 - mmengine - INFO - Epoch(train) [42][3500/3757] lr: 8.774e-03 eta: 1 day, 13:52:59 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 5.5493 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.7937 loss: 2.7937 2022/06/25 23:08:21 - mmengine - INFO - Epoch(train) [42][3520/3757] lr: 8.774e-03 eta: 1 day, 13:52:53 time: 0.261 data_time: 0.002 memory: 5036 grad_norm: 5.9513 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.9030 loss: 2.9030 2022/06/25 23:08:26 - mmengine - INFO - Epoch(train) [42][3540/3757] lr: 8.774e-03 eta: 1 day, 13:52:49 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 5.4243 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.8177 loss: 2.8177 2022/06/25 23:08:32 - mmengine - INFO - Epoch(train) [42][3560/3757] lr: 8.774e-03 eta: 1 day, 13:52:44 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 5.5348 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8705 loss: 2.8705 2022/06/25 23:08:37 - mmengine - INFO - Epoch(train) [42][3580/3757] lr: 8.774e-03 eta: 1 day, 13:52:38 time: 0.283 data_time: 0.005 memory: 5036 grad_norm: 5.6866 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9410 loss: 2.9410 2022/06/25 23:08:42 - mmengine - INFO - Epoch(train) [42][3600/3757] lr: 8.774e-03 eta: 1 day, 13:52:33 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 5.4276 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6011 loss: 2.6011 2022/06/25 23:08:47 - mmengine - INFO - Epoch(train) [42][3620/3757] lr: 8.774e-03 eta: 1 day, 13:52:27 time: 0.259 data_time: 0.019 memory: 5036 grad_norm: 4.6635 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.8610 loss: 2.8610 2022/06/25 23:08:53 - mmengine - INFO - Epoch(train) [42][3640/3757] lr: 8.774e-03 eta: 1 day, 13:52:22 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 5.6697 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1021 loss: 3.1021 2022/06/25 23:08:58 - mmengine - INFO - Epoch(train) [42][3660/3757] lr: 8.774e-03 eta: 1 day, 13:52:16 time: 0.264 data_time: 0.014 memory: 5036 grad_norm: 5.3197 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.5385 loss: 2.5385 2022/06/25 23:09:03 - mmengine - INFO - Epoch(train) [42][3680/3757] lr: 8.774e-03 eta: 1 day, 13:52:10 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 5.5522 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.5418 loss: 2.5418 2022/06/25 23:09:08 - mmengine - INFO - Epoch(train) [42][3700/3757] lr: 8.774e-03 eta: 1 day, 13:52:05 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 5.7972 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0292 loss: 3.0292 2022/06/25 23:09:13 - mmengine - INFO - Epoch(train) [42][3720/3757] lr: 8.774e-03 eta: 1 day, 13:52:00 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 5.2334 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.5581 loss: 2.5581 2022/06/25 23:09:19 - mmengine - INFO - Epoch(train) [42][3740/3757] lr: 8.774e-03 eta: 1 day, 13:51:55 time: 0.250 data_time: 0.021 memory: 5036 grad_norm: 5.8764 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2012 loss: 3.2012 2022/06/25 23:09:23 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 23:09:23 - mmengine - INFO - Saving checkpoint at 42 epochs 2022/06/25 23:09:35 - mmengine - INFO - Epoch(val) [42][20/310] eta: 0:01:43 time: 0.104 data_time: 0.005 memory: 5036 2022/06/25 23:09:40 - mmengine - INFO - Epoch(val) [42][40/310] eta: 0:01:29 time: 0.102 data_time: 0.005 memory: 1723 2022/06/25 23:09:44 - mmengine - INFO - Epoch(val) [42][60/310] eta: 0:00:26 time: 0.103 data_time: 0.001 memory: 1723 2022/06/25 23:09:49 - mmengine - INFO - Epoch(val) [42][80/310] eta: 0:00:24 time: 0.102 data_time: 0.001 memory: 1723 2022/06/25 23:09:56 - mmengine - INFO - Epoch(val) [42][100/310] eta: 0:01:14 time: 0.103 data_time: 0.002 memory: 1723 2022/06/25 23:10:01 - mmengine - INFO - Epoch(val) [42][120/310] eta: 0:01:08 time: 0.108 data_time: 0.002 memory: 1723 2022/06/25 23:10:05 - mmengine - INFO - Epoch(val) [42][140/310] eta: 0:00:18 time: 0.109 data_time: 0.007 memory: 1723 2022/06/25 23:10:10 - mmengine - INFO - Epoch(val) [42][160/310] eta: 0:00:15 time: 0.117 data_time: 0.008 memory: 1723 2022/06/25 23:10:17 - mmengine - INFO - Epoch(val) [42][180/310] eta: 0:00:45 time: 0.117 data_time: 0.005 memory: 1723 2022/06/25 23:10:22 - mmengine - INFO - Epoch(val) [42][200/310] eta: 0:00:39 time: 0.103 data_time: 0.001 memory: 1723 2022/06/25 23:10:26 - mmengine - INFO - Epoch(val) [42][220/310] eta: 0:00:10 time: 0.109 data_time: 0.001 memory: 1723 2022/06/25 23:10:31 - mmengine - INFO - Epoch(val) [42][240/310] eta: 0:00:07 time: 0.103 data_time: 0.002 memory: 1723 2022/06/25 23:10:38 - mmengine - INFO - Epoch(val) [42][260/310] eta: 0:00:17 time: 0.108 data_time: 0.001 memory: 1723 2022/06/25 23:10:42 - mmengine - INFO - Epoch(val) [42][280/310] eta: 0:00:10 time: 0.111 data_time: 0.002 memory: 1723 2022/06/25 23:10:44 - mmengine - INFO - Epoch(val) [42][300/310] eta: 0:00:01 time: 0.102 data_time: 0.001 memory: 1723 2022/06/25 23:10:47 - mmengine - INFO - Epoch(val) [42][310/310] acc/top1: 0.4301 acc/top5: 0.6986 acc/mean1: 0.4300 2022/06/25 23:10:56 - mmengine - INFO - Epoch(train) [43][20/3757] lr: 8.716e-03 eta: 1 day, 13:51:53 time: 0.258 data_time: 0.002 memory: 5036 grad_norm: 6.0879 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6448 loss: 2.6448 2022/06/25 23:11:02 - mmengine - INFO - Epoch(train) [43][40/3757] lr: 8.716e-03 eta: 1 day, 13:51:47 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 4.8682 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.3947 loss: 3.3947 2022/06/25 23:11:07 - mmengine - INFO - Epoch(train) [43][60/3757] lr: 8.716e-03 eta: 1 day, 13:51:42 time: 0.240 data_time: 0.003 memory: 5036 grad_norm: 6.0987 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.8893 loss: 2.8893 2022/06/25 23:11:12 - mmengine - INFO - Epoch(train) [43][80/3757] lr: 8.716e-03 eta: 1 day, 13:51:37 time: 0.243 data_time: 0.002 memory: 5036 grad_norm: 5.4344 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7661 loss: 2.7661 2022/06/25 23:11:17 - mmengine - INFO - Epoch(train) [43][100/3757] lr: 8.716e-03 eta: 1 day, 13:51:32 time: 0.258 data_time: 0.002 memory: 5036 grad_norm: 5.3446 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.7080 loss: 2.7080 2022/06/25 23:11:23 - mmengine - INFO - Epoch(train) [43][120/3757] lr: 8.716e-03 eta: 1 day, 13:51:27 time: 0.256 data_time: 0.014 memory: 5036 grad_norm: 5.0195 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.5062 loss: 2.5062 2022/06/25 23:11:28 - mmengine - INFO - Epoch(train) [43][140/3757] lr: 8.716e-03 eta: 1 day, 13:51:21 time: 0.282 data_time: 0.003 memory: 5036 grad_norm: 6.0929 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1180 loss: 3.1180 2022/06/25 23:11:33 - mmengine - INFO - Epoch(train) [43][160/3757] lr: 8.716e-03 eta: 1 day, 13:51:16 time: 0.244 data_time: 0.003 memory: 5036 grad_norm: 4.7297 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7774 loss: 2.7774 2022/06/25 23:11:39 - mmengine - INFO - Epoch(train) [43][180/3757] lr: 8.716e-03 eta: 1 day, 13:51:12 time: 0.260 data_time: 0.022 memory: 5036 grad_norm: 5.6454 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.9240 loss: 2.9240 2022/06/25 23:11:44 - mmengine - INFO - Epoch(train) [43][200/3757] lr: 8.716e-03 eta: 1 day, 13:51:07 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 5.6861 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.8763 loss: 2.8763 2022/06/25 23:11:46 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 23:11:49 - mmengine - INFO - Epoch(train) [43][220/3757] lr: 8.716e-03 eta: 1 day, 13:51:01 time: 0.243 data_time: 0.002 memory: 5036 grad_norm: 5.8671 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8291 loss: 2.8291 2022/06/25 23:11:54 - mmengine - INFO - Epoch(train) [43][240/3757] lr: 8.716e-03 eta: 1 day, 13:50:55 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 4.8567 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.8496 loss: 2.8496 2022/06/25 23:12:00 - mmengine - INFO - Epoch(train) [43][260/3757] lr: 8.716e-03 eta: 1 day, 13:50:51 time: 0.275 data_time: 0.006 memory: 5036 grad_norm: 5.6240 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5179 loss: 2.5179 2022/06/25 23:12:05 - mmengine - INFO - Epoch(train) [43][280/3757] lr: 8.716e-03 eta: 1 day, 13:50:45 time: 0.259 data_time: 0.002 memory: 5036 grad_norm: 5.4813 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9359 loss: 2.9359 2022/06/25 23:12:10 - mmengine - INFO - Epoch(train) [43][300/3757] lr: 8.716e-03 eta: 1 day, 13:50:40 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 6.1432 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.0279 loss: 3.0279 2022/06/25 23:12:15 - mmengine - INFO - Epoch(train) [43][320/3757] lr: 8.716e-03 eta: 1 day, 13:50:34 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 5.5049 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7242 loss: 2.7242 2022/06/25 23:12:21 - mmengine - INFO - Epoch(train) [43][340/3757] lr: 8.716e-03 eta: 1 day, 13:50:30 time: 0.281 data_time: 0.012 memory: 5036 grad_norm: 5.2512 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8646 loss: 2.8646 2022/06/25 23:12:26 - mmengine - INFO - Epoch(train) [43][360/3757] lr: 8.716e-03 eta: 1 day, 13:50:25 time: 0.268 data_time: 0.003 memory: 5036 grad_norm: 5.6389 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.8648 loss: 2.8648 2022/06/25 23:12:31 - mmengine - INFO - Epoch(train) [43][380/3757] lr: 8.716e-03 eta: 1 day, 13:50:19 time: 0.245 data_time: 0.003 memory: 5036 grad_norm: 5.2949 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.3922 loss: 3.3922 2022/06/25 23:12:37 - mmengine - INFO - Epoch(train) [43][400/3757] lr: 8.716e-03 eta: 1 day, 13:50:14 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 5.3742 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7242 loss: 2.7242 2022/06/25 23:12:42 - mmengine - INFO - Epoch(train) [43][420/3757] lr: 8.716e-03 eta: 1 day, 13:50:08 time: 0.275 data_time: 0.006 memory: 5036 grad_norm: 5.7555 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1656 loss: 3.1656 2022/06/25 23:12:47 - mmengine - INFO - Epoch(train) [43][440/3757] lr: 8.716e-03 eta: 1 day, 13:50:03 time: 0.268 data_time: 0.008 memory: 5036 grad_norm: 6.1641 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.0712 loss: 3.0712 2022/06/25 23:12:53 - mmengine - INFO - Epoch(train) [43][460/3757] lr: 8.716e-03 eta: 1 day, 13:49:58 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 6.1493 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.9240 loss: 2.9240 2022/06/25 23:12:58 - mmengine - INFO - Epoch(train) [43][480/3757] lr: 8.716e-03 eta: 1 day, 13:49:53 time: 0.253 data_time: 0.005 memory: 5036 grad_norm: 5.9667 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.0572 loss: 3.0572 2022/06/25 23:13:03 - mmengine - INFO - Epoch(train) [43][500/3757] lr: 8.716e-03 eta: 1 day, 13:49:49 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 4.7457 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4011 loss: 2.4011 2022/06/25 23:13:09 - mmengine - INFO - Epoch(train) [43][520/3757] lr: 8.716e-03 eta: 1 day, 13:49:44 time: 0.267 data_time: 0.006 memory: 5036 grad_norm: 5.7526 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 3.1944 loss: 3.1944 2022/06/25 23:13:14 - mmengine - INFO - Epoch(train) [43][540/3757] lr: 8.716e-03 eta: 1 day, 13:49:39 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 4.8481 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.7879 loss: 2.7879 2022/06/25 23:13:19 - mmengine - INFO - Epoch(train) [43][560/3757] lr: 8.716e-03 eta: 1 day, 13:49:33 time: 0.252 data_time: 0.005 memory: 5036 grad_norm: 5.7726 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.9715 loss: 2.9715 2022/06/25 23:13:24 - mmengine - INFO - Epoch(train) [43][580/3757] lr: 8.716e-03 eta: 1 day, 13:49:28 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 5.2968 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8246 loss: 2.8246 2022/06/25 23:13:30 - mmengine - INFO - Epoch(train) [43][600/3757] lr: 8.716e-03 eta: 1 day, 13:49:23 time: 0.269 data_time: 0.008 memory: 5036 grad_norm: 5.3772 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8852 loss: 2.8852 2022/06/25 23:13:35 - mmengine - INFO - Epoch(train) [43][620/3757] lr: 8.716e-03 eta: 1 day, 13:49:17 time: 0.258 data_time: 0.015 memory: 5036 grad_norm: 5.0085 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.4888 loss: 3.4888 2022/06/25 23:13:40 - mmengine - INFO - Epoch(train) [43][640/3757] lr: 8.716e-03 eta: 1 day, 13:49:12 time: 0.248 data_time: 0.004 memory: 5036 grad_norm: 5.4119 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.0973 loss: 3.0973 2022/06/25 23:13:46 - mmengine - INFO - Epoch(train) [43][660/3757] lr: 8.716e-03 eta: 1 day, 13:49:07 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 5.1937 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8328 loss: 2.8328 2022/06/25 23:13:51 - mmengine - INFO - Epoch(train) [43][680/3757] lr: 8.716e-03 eta: 1 day, 13:49:01 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 5.3755 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1786 loss: 3.1786 2022/06/25 23:13:56 - mmengine - INFO - Epoch(train) [43][700/3757] lr: 8.716e-03 eta: 1 day, 13:48:56 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 5.0089 top1_acc: 0.0000 top5_acc: 0.7500 loss_cls: 2.8744 loss: 2.8744 2022/06/25 23:14:01 - mmengine - INFO - Epoch(train) [43][720/3757] lr: 8.716e-03 eta: 1 day, 13:48:50 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 5.4195 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.2479 loss: 3.2479 2022/06/25 23:14:07 - mmengine - INFO - Epoch(train) [43][740/3757] lr: 8.716e-03 eta: 1 day, 13:48:46 time: 0.256 data_time: 0.002 memory: 5036 grad_norm: 4.7765 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.8718 loss: 2.8718 2022/06/25 23:14:12 - mmengine - INFO - Epoch(train) [43][760/3757] lr: 8.716e-03 eta: 1 day, 13:48:40 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 5.1205 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0770 loss: 3.0770 2022/06/25 23:14:17 - mmengine - INFO - Epoch(train) [43][780/3757] lr: 8.716e-03 eta: 1 day, 13:48:34 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 4.6466 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 3.0910 loss: 3.0910 2022/06/25 23:14:22 - mmengine - INFO - Epoch(train) [43][800/3757] lr: 8.716e-03 eta: 1 day, 13:48:29 time: 0.251 data_time: 0.007 memory: 5036 grad_norm: 5.7193 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8085 loss: 2.8085 2022/06/25 23:14:27 - mmengine - INFO - Epoch(train) [43][820/3757] lr: 8.716e-03 eta: 1 day, 13:48:23 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 5.2122 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.6818 loss: 2.6818 2022/06/25 23:14:33 - mmengine - INFO - Epoch(train) [43][840/3757] lr: 8.716e-03 eta: 1 day, 13:48:19 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 5.2977 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0960 loss: 3.0960 2022/06/25 23:14:38 - mmengine - INFO - Epoch(train) [43][860/3757] lr: 8.716e-03 eta: 1 day, 13:48:13 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.0306 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.9130 loss: 2.9130 2022/06/25 23:14:43 - mmengine - INFO - Epoch(train) [43][880/3757] lr: 8.716e-03 eta: 1 day, 13:48:08 time: 0.264 data_time: 0.005 memory: 5036 grad_norm: 5.8592 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.9923 loss: 2.9923 2022/06/25 23:14:49 - mmengine - INFO - Epoch(train) [43][900/3757] lr: 8.716e-03 eta: 1 day, 13:48:04 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 5.7472 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.8728 loss: 2.8728 2022/06/25 23:14:54 - mmengine - INFO - Epoch(train) [43][920/3757] lr: 8.716e-03 eta: 1 day, 13:47:59 time: 0.256 data_time: 0.002 memory: 5036 grad_norm: 5.8357 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7969 loss: 2.7969 2022/06/25 23:14:59 - mmengine - INFO - Epoch(train) [43][940/3757] lr: 8.716e-03 eta: 1 day, 13:47:53 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 6.3481 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7944 loss: 2.7944 2022/06/25 23:15:05 - mmengine - INFO - Epoch(train) [43][960/3757] lr: 8.716e-03 eta: 1 day, 13:47:48 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 5.5316 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.5236 loss: 2.5236 2022/06/25 23:15:10 - mmengine - INFO - Epoch(train) [43][980/3757] lr: 8.716e-03 eta: 1 day, 13:47:44 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 5.7205 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7842 loss: 2.7842 2022/06/25 23:15:16 - mmengine - INFO - Epoch(train) [43][1000/3757] lr: 8.716e-03 eta: 1 day, 13:47:39 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 5.1469 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8177 loss: 2.8177 2022/06/25 23:15:21 - mmengine - INFO - Epoch(train) [43][1020/3757] lr: 8.716e-03 eta: 1 day, 13:47:33 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 5.8380 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8896 loss: 2.8896 2022/06/25 23:15:26 - mmengine - INFO - Epoch(train) [43][1040/3757] lr: 8.716e-03 eta: 1 day, 13:47:28 time: 0.249 data_time: 0.009 memory: 5036 grad_norm: 5.5114 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.1737 loss: 3.1737 2022/06/25 23:15:31 - mmengine - INFO - Epoch(train) [43][1060/3757] lr: 8.716e-03 eta: 1 day, 13:47:22 time: 0.251 data_time: 0.005 memory: 5036 grad_norm: 5.2606 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.8871 loss: 2.8871 2022/06/25 23:15:36 - mmengine - INFO - Epoch(train) [43][1080/3757] lr: 8.716e-03 eta: 1 day, 13:47:16 time: 0.249 data_time: 0.008 memory: 5036 grad_norm: 5.5953 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0347 loss: 3.0347 2022/06/25 23:15:41 - mmengine - INFO - Epoch(train) [43][1100/3757] lr: 8.716e-03 eta: 1 day, 13:47:11 time: 0.256 data_time: 0.011 memory: 5036 grad_norm: 5.6582 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9867 loss: 2.9867 2022/06/25 23:15:47 - mmengine - INFO - Epoch(train) [43][1120/3757] lr: 8.716e-03 eta: 1 day, 13:47:05 time: 0.255 data_time: 0.008 memory: 5036 grad_norm: 5.3216 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1446 loss: 3.1446 2022/06/25 23:15:52 - mmengine - INFO - Epoch(train) [43][1140/3757] lr: 8.716e-03 eta: 1 day, 13:47:00 time: 0.256 data_time: 0.005 memory: 5036 grad_norm: 5.3625 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.7748 loss: 2.7748 2022/06/25 23:15:57 - mmengine - INFO - Epoch(train) [43][1160/3757] lr: 8.716e-03 eta: 1 day, 13:46:55 time: 0.250 data_time: 0.011 memory: 5036 grad_norm: 5.7020 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5591 loss: 2.5591 2022/06/25 23:16:02 - mmengine - INFO - Epoch(train) [43][1180/3757] lr: 8.716e-03 eta: 1 day, 13:46:50 time: 0.256 data_time: 0.002 memory: 5036 grad_norm: 5.7774 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.0911 loss: 3.0911 2022/06/25 23:16:08 - mmengine - INFO - Epoch(train) [43][1200/3757] lr: 8.716e-03 eta: 1 day, 13:46:44 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 5.5504 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7103 loss: 2.7103 2022/06/25 23:16:09 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 23:16:13 - mmengine - INFO - Epoch(train) [43][1220/3757] lr: 8.716e-03 eta: 1 day, 13:46:39 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 6.1388 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8988 loss: 2.8988 2022/06/25 23:16:18 - mmengine - INFO - Epoch(train) [43][1240/3757] lr: 8.716e-03 eta: 1 day, 13:46:33 time: 0.271 data_time: 0.012 memory: 5036 grad_norm: 5.7853 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1647 loss: 3.1647 2022/06/25 23:16:23 - mmengine - INFO - Epoch(train) [43][1260/3757] lr: 8.716e-03 eta: 1 day, 13:46:28 time: 0.259 data_time: 0.002 memory: 5036 grad_norm: 5.2306 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.9527 loss: 2.9527 2022/06/25 23:16:29 - mmengine - INFO - Epoch(train) [43][1280/3757] lr: 8.716e-03 eta: 1 day, 13:46:24 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 5.7655 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0676 loss: 3.0676 2022/06/25 23:16:34 - mmengine - INFO - Epoch(train) [43][1300/3757] lr: 8.716e-03 eta: 1 day, 13:46:19 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 5.1942 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.9601 loss: 2.9601 2022/06/25 23:16:39 - mmengine - INFO - Epoch(train) [43][1320/3757] lr: 8.716e-03 eta: 1 day, 13:46:13 time: 0.269 data_time: 0.011 memory: 5036 grad_norm: 5.2356 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8530 loss: 2.8530 2022/06/25 23:16:45 - mmengine - INFO - Epoch(train) [43][1340/3757] lr: 8.716e-03 eta: 1 day, 13:46:08 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 6.2547 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.0665 loss: 3.0665 2022/06/25 23:16:50 - mmengine - INFO - Epoch(train) [43][1360/3757] lr: 8.716e-03 eta: 1 day, 13:46:03 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 4.9016 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.7047 loss: 2.7047 2022/06/25 23:16:55 - mmengine - INFO - Epoch(train) [43][1380/3757] lr: 8.716e-03 eta: 1 day, 13:45:57 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 6.0755 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.6552 loss: 2.6552 2022/06/25 23:17:00 - mmengine - INFO - Epoch(train) [43][1400/3757] lr: 8.716e-03 eta: 1 day, 13:45:52 time: 0.267 data_time: 0.014 memory: 5036 grad_norm: 5.6692 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7216 loss: 2.7216 2022/06/25 23:17:06 - mmengine - INFO - Epoch(train) [43][1420/3757] lr: 8.716e-03 eta: 1 day, 13:45:46 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 4.5962 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.2372 loss: 3.2372 2022/06/25 23:17:11 - mmengine - INFO - Epoch(train) [43][1440/3757] lr: 8.716e-03 eta: 1 day, 13:45:41 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 5.3295 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.4439 loss: 3.4439 2022/06/25 23:17:16 - mmengine - INFO - Epoch(train) [43][1460/3757] lr: 8.716e-03 eta: 1 day, 13:45:36 time: 0.267 data_time: 0.003 memory: 5036 grad_norm: 6.4385 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.7685 loss: 3.7685 2022/06/25 23:17:21 - mmengine - INFO - Epoch(train) [43][1480/3757] lr: 8.716e-03 eta: 1 day, 13:45:30 time: 0.273 data_time: 0.011 memory: 5036 grad_norm: 4.7381 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0212 loss: 3.0212 2022/06/25 23:17:27 - mmengine - INFO - Epoch(train) [43][1500/3757] lr: 8.716e-03 eta: 1 day, 13:45:25 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 5.4870 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.8072 loss: 2.8072 2022/06/25 23:17:32 - mmengine - INFO - Epoch(train) [43][1520/3757] lr: 8.716e-03 eta: 1 day, 13:45:20 time: 0.244 data_time: 0.003 memory: 5036 grad_norm: 5.2730 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6109 loss: 2.6109 2022/06/25 23:17:37 - mmengine - INFO - Epoch(train) [43][1540/3757] lr: 8.716e-03 eta: 1 day, 13:45:15 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 6.1810 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8487 loss: 2.8487 2022/06/25 23:17:43 - mmengine - INFO - Epoch(train) [43][1560/3757] lr: 8.716e-03 eta: 1 day, 13:45:10 time: 0.255 data_time: 0.013 memory: 5036 grad_norm: 6.0858 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.9229 loss: 2.9229 2022/06/25 23:17:48 - mmengine - INFO - Epoch(train) [43][1580/3757] lr: 8.716e-03 eta: 1 day, 13:45:04 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 6.2423 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.6397 loss: 2.6397 2022/06/25 23:17:54 - mmengine - INFO - Epoch(train) [43][1600/3757] lr: 8.716e-03 eta: 1 day, 13:45:01 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 5.2517 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9041 loss: 2.9041 2022/06/25 23:17:59 - mmengine - INFO - Epoch(train) [43][1620/3757] lr: 8.716e-03 eta: 1 day, 13:44:55 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 5.6993 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6837 loss: 2.6837 2022/06/25 23:18:04 - mmengine - INFO - Epoch(train) [43][1640/3757] lr: 8.716e-03 eta: 1 day, 13:44:50 time: 0.255 data_time: 0.005 memory: 5036 grad_norm: 4.7314 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.6072 loss: 2.6072 2022/06/25 23:18:09 - mmengine - INFO - Epoch(train) [43][1660/3757] lr: 8.716e-03 eta: 1 day, 13:44:45 time: 0.255 data_time: 0.005 memory: 5036 grad_norm: 5.7448 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.7598 loss: 2.7598 2022/06/25 23:18:15 - mmengine - INFO - Epoch(train) [43][1680/3757] lr: 8.716e-03 eta: 1 day, 13:44:40 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 4.8577 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3046 loss: 3.3046 2022/06/25 23:18:20 - mmengine - INFO - Epoch(train) [43][1700/3757] lr: 8.716e-03 eta: 1 day, 13:44:34 time: 0.246 data_time: 0.006 memory: 5036 grad_norm: 5.8444 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9510 loss: 2.9510 2022/06/25 23:18:25 - mmengine - INFO - Epoch(train) [43][1720/3757] lr: 8.716e-03 eta: 1 day, 13:44:28 time: 0.267 data_time: 0.002 memory: 5036 grad_norm: 5.8561 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.2464 loss: 3.2464 2022/06/25 23:18:30 - mmengine - INFO - Epoch(train) [43][1740/3757] lr: 8.716e-03 eta: 1 day, 13:44:23 time: 0.261 data_time: 0.002 memory: 5036 grad_norm: 4.9099 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8726 loss: 2.8726 2022/06/25 23:18:35 - mmengine - INFO - Epoch(train) [43][1760/3757] lr: 8.716e-03 eta: 1 day, 13:44:17 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 5.7929 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1454 loss: 3.1454 2022/06/25 23:18:40 - mmengine - INFO - Epoch(train) [43][1780/3757] lr: 8.716e-03 eta: 1 day, 13:44:11 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 5.2904 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.4943 loss: 3.4943 2022/06/25 23:18:46 - mmengine - INFO - Epoch(train) [43][1800/3757] lr: 8.716e-03 eta: 1 day, 13:44:06 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 5.2009 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7889 loss: 2.7889 2022/06/25 23:18:51 - mmengine - INFO - Epoch(train) [43][1820/3757] lr: 8.716e-03 eta: 1 day, 13:44:00 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 5.7769 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.1231 loss: 3.1231 2022/06/25 23:18:56 - mmengine - INFO - Epoch(train) [43][1840/3757] lr: 8.716e-03 eta: 1 day, 13:43:55 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 5.4691 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.3310 loss: 3.3310 2022/06/25 23:19:01 - mmengine - INFO - Epoch(train) [43][1860/3757] lr: 8.716e-03 eta: 1 day, 13:43:49 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 6.0641 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.0309 loss: 3.0309 2022/06/25 23:19:06 - mmengine - INFO - Epoch(train) [43][1880/3757] lr: 8.716e-03 eta: 1 day, 13:43:44 time: 0.253 data_time: 0.008 memory: 5036 grad_norm: 5.2744 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3755 loss: 2.3755 2022/06/25 23:19:12 - mmengine - INFO - Epoch(train) [43][1900/3757] lr: 8.716e-03 eta: 1 day, 13:43:39 time: 0.245 data_time: 0.003 memory: 5036 grad_norm: 5.0111 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7320 loss: 2.7320 2022/06/25 23:19:17 - mmengine - INFO - Epoch(train) [43][1920/3757] lr: 8.716e-03 eta: 1 day, 13:43:33 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 5.0501 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1963 loss: 3.1963 2022/06/25 23:19:22 - mmengine - INFO - Epoch(train) [43][1940/3757] lr: 8.716e-03 eta: 1 day, 13:43:28 time: 0.259 data_time: 0.002 memory: 5036 grad_norm: 6.4943 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7379 loss: 2.7379 2022/06/25 23:19:28 - mmengine - INFO - Epoch(train) [43][1960/3757] lr: 8.716e-03 eta: 1 day, 13:43:24 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 5.3281 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6883 loss: 2.6883 2022/06/25 23:19:33 - mmengine - INFO - Epoch(train) [43][1980/3757] lr: 8.716e-03 eta: 1 day, 13:43:18 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 6.5203 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1118 loss: 3.1118 2022/06/25 23:19:38 - mmengine - INFO - Epoch(train) [43][2000/3757] lr: 8.716e-03 eta: 1 day, 13:43:13 time: 0.321 data_time: 0.003 memory: 5036 grad_norm: 5.5405 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6510 loss: 2.6510 2022/06/25 23:19:43 - mmengine - INFO - Epoch(train) [43][2020/3757] lr: 8.716e-03 eta: 1 day, 13:43:08 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 5.5359 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0745 loss: 3.0745 2022/06/25 23:19:49 - mmengine - INFO - Epoch(train) [43][2040/3757] lr: 8.716e-03 eta: 1 day, 13:43:03 time: 0.279 data_time: 0.010 memory: 5036 grad_norm: 5.3387 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7228 loss: 2.7228 2022/06/25 23:19:54 - mmengine - INFO - Epoch(train) [43][2060/3757] lr: 8.716e-03 eta: 1 day, 13:42:57 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 5.6974 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0655 loss: 3.0655 2022/06/25 23:20:00 - mmengine - INFO - Epoch(train) [43][2080/3757] lr: 8.716e-03 eta: 1 day, 13:42:53 time: 0.245 data_time: 0.003 memory: 5036 grad_norm: 5.7725 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8927 loss: 2.8927 2022/06/25 23:20:05 - mmengine - INFO - Epoch(train) [43][2100/3757] lr: 8.716e-03 eta: 1 day, 13:42:48 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 5.7306 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6196 loss: 2.6196 2022/06/25 23:20:10 - mmengine - INFO - Epoch(train) [43][2120/3757] lr: 8.716e-03 eta: 1 day, 13:42:43 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 5.3317 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.6216 loss: 2.6216 2022/06/25 23:20:16 - mmengine - INFO - Epoch(train) [43][2140/3757] lr: 8.716e-03 eta: 1 day, 13:42:39 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 5.6028 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.9198 loss: 2.9198 2022/06/25 23:20:21 - mmengine - INFO - Epoch(train) [43][2160/3757] lr: 8.716e-03 eta: 1 day, 13:42:33 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 5.3070 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7295 loss: 2.7295 2022/06/25 23:20:26 - mmengine - INFO - Epoch(train) [43][2180/3757] lr: 8.716e-03 eta: 1 day, 13:42:27 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 5.9142 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7768 loss: 2.7768 2022/06/25 23:20:32 - mmengine - INFO - Epoch(train) [43][2200/3757] lr: 8.716e-03 eta: 1 day, 13:42:24 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 4.6047 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6117 loss: 2.6117 2022/06/25 23:20:34 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 23:20:37 - mmengine - INFO - Epoch(train) [43][2220/3757] lr: 8.716e-03 eta: 1 day, 13:42:18 time: 0.257 data_time: 0.002 memory: 5036 grad_norm: 6.0089 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1636 loss: 3.1636 2022/06/25 23:20:42 - mmengine - INFO - Epoch(train) [43][2240/3757] lr: 8.716e-03 eta: 1 day, 13:42:13 time: 0.245 data_time: 0.005 memory: 5036 grad_norm: 5.1902 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0502 loss: 3.0502 2022/06/25 23:20:48 - mmengine - INFO - Epoch(train) [43][2260/3757] lr: 8.716e-03 eta: 1 day, 13:42:08 time: 0.256 data_time: 0.008 memory: 5036 grad_norm: 5.2696 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.6635 loss: 2.6635 2022/06/25 23:20:53 - mmengine - INFO - Epoch(train) [43][2280/3757] lr: 8.716e-03 eta: 1 day, 13:42:04 time: 0.270 data_time: 0.005 memory: 5036 grad_norm: 5.7340 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.2376 loss: 3.2376 2022/06/25 23:20:59 - mmengine - INFO - Epoch(train) [43][2300/3757] lr: 8.716e-03 eta: 1 day, 13:41:59 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 5.4302 top1_acc: 0.1250 top5_acc: 0.8750 loss_cls: 2.5905 loss: 2.5905 2022/06/25 23:21:04 - mmengine - INFO - Epoch(train) [43][2320/3757] lr: 8.716e-03 eta: 1 day, 13:41:53 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 5.6744 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2473 loss: 3.2473 2022/06/25 23:21:10 - mmengine - INFO - Epoch(train) [43][2340/3757] lr: 8.716e-03 eta: 1 day, 13:41:50 time: 0.255 data_time: 0.008 memory: 5036 grad_norm: 5.9812 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9299 loss: 2.9299 2022/06/25 23:21:15 - mmengine - INFO - Epoch(train) [43][2360/3757] lr: 8.716e-03 eta: 1 day, 13:41:44 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 5.6032 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.8392 loss: 2.8392 2022/06/25 23:21:20 - mmengine - INFO - Epoch(train) [43][2380/3757] lr: 8.716e-03 eta: 1 day, 13:41:38 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 5.7123 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9036 loss: 2.9036 2022/06/25 23:21:25 - mmengine - INFO - Epoch(train) [43][2400/3757] lr: 8.716e-03 eta: 1 day, 13:41:32 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 5.7551 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9339 loss: 2.9339 2022/06/25 23:21:30 - mmengine - INFO - Epoch(train) [43][2420/3757] lr: 8.716e-03 eta: 1 day, 13:41:26 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 5.1256 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6505 loss: 2.6505 2022/06/25 23:21:35 - mmengine - INFO - Epoch(train) [43][2440/3757] lr: 8.716e-03 eta: 1 day, 13:41:20 time: 0.247 data_time: 0.009 memory: 5036 grad_norm: 6.2765 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9068 loss: 2.9068 2022/06/25 23:21:40 - mmengine - INFO - Epoch(train) [43][2460/3757] lr: 8.716e-03 eta: 1 day, 13:41:15 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 6.3373 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.7514 loss: 2.7514 2022/06/25 23:21:45 - mmengine - INFO - Epoch(train) [43][2480/3757] lr: 8.716e-03 eta: 1 day, 13:41:09 time: 0.257 data_time: 0.005 memory: 5036 grad_norm: 5.6275 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 2.9883 loss: 2.9883 2022/06/25 23:21:50 - mmengine - INFO - Epoch(train) [43][2500/3757] lr: 8.716e-03 eta: 1 day, 13:41:03 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 5.5750 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.8468 loss: 2.8468 2022/06/25 23:21:56 - mmengine - INFO - Epoch(train) [43][2520/3757] lr: 8.716e-03 eta: 1 day, 13:40:58 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 5.8750 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.6776 loss: 3.6776 2022/06/25 23:22:01 - mmengine - INFO - Epoch(train) [43][2540/3757] lr: 8.716e-03 eta: 1 day, 13:40:52 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 5.7140 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2527 loss: 2.2527 2022/06/25 23:22:06 - mmengine - INFO - Epoch(train) [43][2560/3757] lr: 8.716e-03 eta: 1 day, 13:40:46 time: 0.260 data_time: 0.002 memory: 5036 grad_norm: 5.1470 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1647 loss: 3.1647 2022/06/25 23:22:12 - mmengine - INFO - Epoch(train) [43][2580/3757] lr: 8.716e-03 eta: 1 day, 13:40:42 time: 0.249 data_time: 0.008 memory: 5036 grad_norm: 5.5783 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6690 loss: 2.6690 2022/06/25 23:22:17 - mmengine - INFO - Epoch(train) [43][2600/3757] lr: 8.716e-03 eta: 1 day, 13:40:37 time: 0.253 data_time: 0.015 memory: 5036 grad_norm: 5.2316 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.1012 loss: 3.1012 2022/06/25 23:22:22 - mmengine - INFO - Epoch(train) [43][2620/3757] lr: 8.716e-03 eta: 1 day, 13:40:31 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 5.3677 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.0429 loss: 3.0429 2022/06/25 23:22:27 - mmengine - INFO - Epoch(train) [43][2640/3757] lr: 8.716e-03 eta: 1 day, 13:40:25 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 5.8689 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9631 loss: 2.9631 2022/06/25 23:22:32 - mmengine - INFO - Epoch(train) [43][2660/3757] lr: 8.716e-03 eta: 1 day, 13:40:20 time: 0.251 data_time: 0.011 memory: 5036 grad_norm: 5.5718 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2023 loss: 3.2023 2022/06/25 23:22:37 - mmengine - INFO - Epoch(train) [43][2680/3757] lr: 8.716e-03 eta: 1 day, 13:40:14 time: 0.248 data_time: 0.009 memory: 5036 grad_norm: 5.5048 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1574 loss: 3.1574 2022/06/25 23:22:42 - mmengine - INFO - Epoch(train) [43][2700/3757] lr: 8.716e-03 eta: 1 day, 13:40:08 time: 0.249 data_time: 0.005 memory: 5036 grad_norm: 6.2258 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.2105 loss: 3.2105 2022/06/25 23:22:47 - mmengine - INFO - Epoch(train) [43][2720/3757] lr: 8.716e-03 eta: 1 day, 13:40:03 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 6.7526 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1794 loss: 3.1794 2022/06/25 23:22:53 - mmengine - INFO - Epoch(train) [43][2740/3757] lr: 8.716e-03 eta: 1 day, 13:39:59 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 5.0672 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.0556 loss: 3.0556 2022/06/25 23:22:58 - mmengine - INFO - Epoch(train) [43][2760/3757] lr: 8.716e-03 eta: 1 day, 13:39:53 time: 0.267 data_time: 0.005 memory: 5036 grad_norm: 5.5575 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9245 loss: 2.9245 2022/06/25 23:23:04 - mmengine - INFO - Epoch(train) [43][2780/3757] lr: 8.716e-03 eta: 1 day, 13:39:48 time: 0.263 data_time: 0.005 memory: 5036 grad_norm: 5.2783 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.8975 loss: 2.8975 2022/06/25 23:23:09 - mmengine - INFO - Epoch(train) [43][2800/3757] lr: 8.716e-03 eta: 1 day, 13:39:45 time: 0.250 data_time: 0.009 memory: 5036 grad_norm: 6.3565 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6153 loss: 2.6153 2022/06/25 23:23:15 - mmengine - INFO - Epoch(train) [43][2820/3757] lr: 8.716e-03 eta: 1 day, 13:39:39 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 6.3109 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.8507 loss: 2.8507 2022/06/25 23:23:20 - mmengine - INFO - Epoch(train) [43][2840/3757] lr: 8.716e-03 eta: 1 day, 13:39:34 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 5.7935 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8534 loss: 2.8534 2022/06/25 23:23:25 - mmengine - INFO - Epoch(train) [43][2860/3757] lr: 8.716e-03 eta: 1 day, 13:39:28 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 5.8351 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.5592 loss: 2.5592 2022/06/25 23:23:30 - mmengine - INFO - Epoch(train) [43][2880/3757] lr: 8.716e-03 eta: 1 day, 13:39:22 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 5.2580 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1245 loss: 3.1245 2022/06/25 23:23:35 - mmengine - INFO - Epoch(train) [43][2900/3757] lr: 8.716e-03 eta: 1 day, 13:39:16 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 5.3552 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6665 loss: 2.6665 2022/06/25 23:23:40 - mmengine - INFO - Epoch(train) [43][2920/3757] lr: 8.716e-03 eta: 1 day, 13:39:11 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 5.3833 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1059 loss: 3.1059 2022/06/25 23:23:46 - mmengine - INFO - Epoch(train) [43][2940/3757] lr: 8.716e-03 eta: 1 day, 13:39:05 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 5.8302 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.6855 loss: 3.6855 2022/06/25 23:23:51 - mmengine - INFO - Epoch(train) [43][2960/3757] lr: 8.716e-03 eta: 1 day, 13:38:59 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 5.6146 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8693 loss: 2.8693 2022/06/25 23:23:56 - mmengine - INFO - Epoch(train) [43][2980/3757] lr: 8.716e-03 eta: 1 day, 13:38:54 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 5.0054 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.5271 loss: 2.5271 2022/06/25 23:24:01 - mmengine - INFO - Epoch(train) [43][3000/3757] lr: 8.716e-03 eta: 1 day, 13:38:48 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 5.2013 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8178 loss: 2.8178 2022/06/25 23:24:06 - mmengine - INFO - Epoch(train) [43][3020/3757] lr: 8.716e-03 eta: 1 day, 13:38:42 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 5.2990 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9791 loss: 2.9791 2022/06/25 23:24:11 - mmengine - INFO - Epoch(train) [43][3040/3757] lr: 8.716e-03 eta: 1 day, 13:38:37 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 5.5991 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.3871 loss: 3.3871 2022/06/25 23:24:16 - mmengine - INFO - Epoch(train) [43][3060/3757] lr: 8.716e-03 eta: 1 day, 13:38:31 time: 0.266 data_time: 0.006 memory: 5036 grad_norm: 5.3671 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.0901 loss: 3.0901 2022/06/25 23:24:22 - mmengine - INFO - Epoch(train) [43][3080/3757] lr: 8.716e-03 eta: 1 day, 13:38:26 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 5.3501 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.9127 loss: 2.9127 2022/06/25 23:24:27 - mmengine - INFO - Epoch(train) [43][3100/3757] lr: 8.716e-03 eta: 1 day, 13:38:20 time: 0.269 data_time: 0.006 memory: 5036 grad_norm: 5.8803 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7702 loss: 2.7702 2022/06/25 23:24:32 - mmengine - INFO - Epoch(train) [43][3120/3757] lr: 8.716e-03 eta: 1 day, 13:38:15 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 6.0129 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7031 loss: 2.7031 2022/06/25 23:24:37 - mmengine - INFO - Epoch(train) [43][3140/3757] lr: 8.716e-03 eta: 1 day, 13:38:09 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 5.5358 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.3811 loss: 3.3811 2022/06/25 23:24:43 - mmengine - INFO - Epoch(train) [43][3160/3757] lr: 8.716e-03 eta: 1 day, 13:38:04 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 5.1183 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7006 loss: 2.7006 2022/06/25 23:24:48 - mmengine - INFO - Epoch(train) [43][3180/3757] lr: 8.716e-03 eta: 1 day, 13:37:59 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 5.1766 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8994 loss: 2.8994 2022/06/25 23:24:53 - mmengine - INFO - Epoch(train) [43][3200/3757] lr: 8.716e-03 eta: 1 day, 13:37:54 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 5.4323 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.5991 loss: 2.5991 2022/06/25 23:24:55 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 23:24:58 - mmengine - INFO - Epoch(train) [43][3220/3757] lr: 8.716e-03 eta: 1 day, 13:37:49 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 5.7105 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0443 loss: 3.0443 2022/06/25 23:25:04 - mmengine - INFO - Epoch(train) [43][3240/3757] lr: 8.716e-03 eta: 1 day, 13:37:43 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 5.6805 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6142 loss: 2.6142 2022/06/25 23:25:09 - mmengine - INFO - Epoch(train) [43][3260/3757] lr: 8.716e-03 eta: 1 day, 13:37:39 time: 0.287 data_time: 0.024 memory: 5036 grad_norm: 5.4301 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7659 loss: 2.7659 2022/06/25 23:25:14 - mmengine - INFO - Epoch(train) [43][3280/3757] lr: 8.716e-03 eta: 1 day, 13:37:33 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 5.1705 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.7951 loss: 2.7951 2022/06/25 23:25:20 - mmengine - INFO - Epoch(train) [43][3300/3757] lr: 8.716e-03 eta: 1 day, 13:37:28 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 5.4252 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.0771 loss: 3.0771 2022/06/25 23:25:25 - mmengine - INFO - Epoch(train) [43][3320/3757] lr: 8.716e-03 eta: 1 day, 13:37:23 time: 0.256 data_time: 0.005 memory: 5036 grad_norm: 5.3534 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.7545 loss: 2.7545 2022/06/25 23:25:30 - mmengine - INFO - Epoch(train) [43][3340/3757] lr: 8.716e-03 eta: 1 day, 13:37:17 time: 0.265 data_time: 0.006 memory: 5036 grad_norm: 5.0735 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.9899 loss: 2.9899 2022/06/25 23:25:35 - mmengine - INFO - Epoch(train) [43][3360/3757] lr: 8.716e-03 eta: 1 day, 13:37:12 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 5.7971 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 2.8192 loss: 2.8192 2022/06/25 23:25:41 - mmengine - INFO - Epoch(train) [43][3380/3757] lr: 8.716e-03 eta: 1 day, 13:37:07 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 5.4610 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7765 loss: 2.7765 2022/06/25 23:25:46 - mmengine - INFO - Epoch(train) [43][3400/3757] lr: 8.716e-03 eta: 1 day, 13:37:01 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 5.7635 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8765 loss: 2.8765 2022/06/25 23:25:51 - mmengine - INFO - Epoch(train) [43][3420/3757] lr: 8.716e-03 eta: 1 day, 13:36:56 time: 0.265 data_time: 0.005 memory: 5036 grad_norm: 5.4445 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6661 loss: 2.6661 2022/06/25 23:25:56 - mmengine - INFO - Epoch(train) [43][3440/3757] lr: 8.716e-03 eta: 1 day, 13:36:50 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 5.4896 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6119 loss: 2.6119 2022/06/25 23:26:02 - mmengine - INFO - Epoch(train) [43][3460/3757] lr: 8.716e-03 eta: 1 day, 13:36:47 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 6.5239 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.2886 loss: 3.2886 2022/06/25 23:26:07 - mmengine - INFO - Epoch(train) [43][3480/3757] lr: 8.716e-03 eta: 1 day, 13:36:41 time: 0.249 data_time: 0.008 memory: 5036 grad_norm: 5.7846 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0402 loss: 3.0402 2022/06/25 23:26:13 - mmengine - INFO - Epoch(train) [43][3500/3757] lr: 8.716e-03 eta: 1 day, 13:36:37 time: 0.256 data_time: 0.005 memory: 5036 grad_norm: 5.1497 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.7101 loss: 2.7101 2022/06/25 23:26:18 - mmengine - INFO - Epoch(train) [43][3520/3757] lr: 8.716e-03 eta: 1 day, 13:36:31 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 5.4955 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.2596 loss: 3.2596 2022/06/25 23:26:23 - mmengine - INFO - Epoch(train) [43][3540/3757] lr: 8.716e-03 eta: 1 day, 13:36:26 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 5.1539 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0101 loss: 3.0101 2022/06/25 23:26:28 - mmengine - INFO - Epoch(train) [43][3560/3757] lr: 8.716e-03 eta: 1 day, 13:36:20 time: 0.257 data_time: 0.017 memory: 5036 grad_norm: 5.8480 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.1663 loss: 3.1663 2022/06/25 23:26:33 - mmengine - INFO - Epoch(train) [43][3580/3757] lr: 8.716e-03 eta: 1 day, 13:36:14 time: 0.245 data_time: 0.006 memory: 5036 grad_norm: 5.7248 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7749 loss: 2.7749 2022/06/25 23:26:38 - mmengine - INFO - Epoch(train) [43][3600/3757] lr: 8.716e-03 eta: 1 day, 13:36:09 time: 0.251 data_time: 0.008 memory: 5036 grad_norm: 6.2337 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.3699 loss: 3.3699 2022/06/25 23:26:44 - mmengine - INFO - Epoch(train) [43][3620/3757] lr: 8.716e-03 eta: 1 day, 13:36:04 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 5.3890 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.2882 loss: 3.2882 2022/06/25 23:26:49 - mmengine - INFO - Epoch(train) [43][3640/3757] lr: 8.716e-03 eta: 1 day, 13:35:58 time: 0.295 data_time: 0.005 memory: 5036 grad_norm: 5.8001 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.6355 loss: 2.6355 2022/06/25 23:26:54 - mmengine - INFO - Epoch(train) [43][3660/3757] lr: 8.716e-03 eta: 1 day, 13:35:52 time: 0.262 data_time: 0.017 memory: 5036 grad_norm: 5.0663 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2634 loss: 2.2634 2022/06/25 23:26:59 - mmengine - INFO - Epoch(train) [43][3680/3757] lr: 8.716e-03 eta: 1 day, 13:35:47 time: 0.269 data_time: 0.002 memory: 5036 grad_norm: 5.4803 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.1498 loss: 3.1498 2022/06/25 23:27:04 - mmengine - INFO - Epoch(train) [43][3700/3757] lr: 8.716e-03 eta: 1 day, 13:35:41 time: 0.255 data_time: 0.008 memory: 5036 grad_norm: 6.1925 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.7520 loss: 2.7520 2022/06/25 23:27:10 - mmengine - INFO - Epoch(train) [43][3720/3757] lr: 8.716e-03 eta: 1 day, 13:35:36 time: 0.265 data_time: 0.006 memory: 5036 grad_norm: 6.2110 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.0166 loss: 3.0166 2022/06/25 23:27:15 - mmengine - INFO - Epoch(train) [43][3740/3757] lr: 8.716e-03 eta: 1 day, 13:35:30 time: 0.244 data_time: 0.015 memory: 5036 grad_norm: 5.1691 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.0319 loss: 3.0319 2022/06/25 23:27:19 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 23:27:19 - mmengine - INFO - Saving checkpoint at 43 epochs 2022/06/25 23:27:32 - mmengine - INFO - Epoch(val) [43][20/310] eta: 0:01:41 time: 0.105 data_time: 0.001 memory: 5036 2022/06/25 23:27:37 - mmengine - INFO - Epoch(val) [43][40/310] eta: 0:01:36 time: 0.288 data_time: 0.186 memory: 1723 2022/06/25 23:27:42 - mmengine - INFO - Epoch(val) [43][60/310] eta: 0:00:50 time: 0.111 data_time: 0.002 memory: 1723 2022/06/25 23:27:46 - mmengine - INFO - Epoch(val) [43][80/310] eta: 0:00:41 time: 0.109 data_time: 0.001 memory: 1723 2022/06/25 23:27:53 - mmengine - INFO - Epoch(val) [43][100/310] eta: 0:01:08 time: 0.104 data_time: 0.002 memory: 1723 2022/06/25 23:27:58 - mmengine - INFO - Epoch(val) [43][120/310] eta: 0:01:12 time: 0.818 data_time: 0.717 memory: 1723 2022/06/25 23:28:03 - mmengine - INFO - Epoch(val) [43][140/310] eta: 0:00:41 time: 0.104 data_time: 0.001 memory: 1723 2022/06/25 23:28:07 - mmengine - INFO - Epoch(val) [43][160/310] eta: 0:00:24 time: 0.103 data_time: 0.001 memory: 1723 2022/06/25 23:28:14 - mmengine - INFO - Epoch(val) [43][180/310] eta: 0:00:41 time: 0.103 data_time: 0.001 memory: 1723 2022/06/25 23:28:19 - mmengine - INFO - Epoch(val) [43][200/310] eta: 0:00:41 time: 0.768 data_time: 0.598 memory: 1723 2022/06/25 23:28:24 - mmengine - INFO - Epoch(val) [43][220/310] eta: 0:00:23 time: 0.108 data_time: 0.001 memory: 1723 2022/06/25 23:28:28 - mmengine - INFO - Epoch(val) [43][240/310] eta: 0:00:11 time: 0.102 data_time: 0.001 memory: 1723 2022/06/25 23:28:35 - mmengine - INFO - Epoch(val) [43][260/310] eta: 0:00:16 time: 0.115 data_time: 0.001 memory: 1723 2022/06/25 23:28:39 - mmengine - INFO - Epoch(val) [43][280/310] eta: 0:00:08 time: 0.127 data_time: 0.018 memory: 1723 2022/06/25 23:28:42 - mmengine - INFO - Epoch(val) [43][300/310] eta: 0:00:01 time: 0.102 data_time: 0.001 memory: 1723 2022/06/25 23:28:44 - mmengine - INFO - Epoch(val) [43][310/310] acc/top1: 0.4298 acc/top5: 0.6966 acc/mean1: 0.4295 2022/06/25 23:28:54 - mmengine - INFO - Epoch(train) [44][20/3757] lr: 8.657e-03 eta: 1 day, 13:35:28 time: 0.251 data_time: 0.014 memory: 5036 grad_norm: 4.8534 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.7927 loss: 2.7927 2022/06/25 23:28:59 - mmengine - INFO - Epoch(train) [44][40/3757] lr: 8.657e-03 eta: 1 day, 13:35:22 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 5.7792 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7958 loss: 2.7958 2022/06/25 23:29:04 - mmengine - INFO - Epoch(train) [44][60/3757] lr: 8.657e-03 eta: 1 day, 13:35:18 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 5.5690 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8140 loss: 2.8140 2022/06/25 23:29:10 - mmengine - INFO - Epoch(train) [44][80/3757] lr: 8.657e-03 eta: 1 day, 13:35:13 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 5.2365 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.7067 loss: 2.7067 2022/06/25 23:29:15 - mmengine - INFO - Epoch(train) [44][100/3757] lr: 8.657e-03 eta: 1 day, 13:35:08 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 5.1878 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4398 loss: 2.4398 2022/06/25 23:29:21 - mmengine - INFO - Epoch(train) [44][120/3757] lr: 8.657e-03 eta: 1 day, 13:35:05 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 5.9117 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1495 loss: 3.1495 2022/06/25 23:29:26 - mmengine - INFO - Epoch(train) [44][140/3757] lr: 8.657e-03 eta: 1 day, 13:34:59 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 6.6726 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8000 loss: 2.8000 2022/06/25 23:29:31 - mmengine - INFO - Epoch(train) [44][160/3757] lr: 8.657e-03 eta: 1 day, 13:34:53 time: 0.254 data_time: 0.005 memory: 5036 grad_norm: 6.0110 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7361 loss: 2.7361 2022/06/25 23:29:36 - mmengine - INFO - Epoch(train) [44][180/3757] lr: 8.657e-03 eta: 1 day, 13:34:48 time: 0.277 data_time: 0.003 memory: 5036 grad_norm: 5.4173 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.3897 loss: 3.3897 2022/06/25 23:29:42 - mmengine - INFO - Epoch(train) [44][200/3757] lr: 8.657e-03 eta: 1 day, 13:34:43 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 5.4565 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6930 loss: 2.6930 2022/06/25 23:29:47 - mmengine - INFO - Epoch(train) [44][220/3757] lr: 8.657e-03 eta: 1 day, 13:34:37 time: 0.249 data_time: 0.005 memory: 5036 grad_norm: 6.1771 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7834 loss: 2.7834 2022/06/25 23:29:52 - mmengine - INFO - Epoch(train) [44][240/3757] lr: 8.657e-03 eta: 1 day, 13:34:31 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 5.1341 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6071 loss: 2.6071 2022/06/25 23:29:57 - mmengine - INFO - Epoch(train) [44][260/3757] lr: 8.657e-03 eta: 1 day, 13:34:26 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 5.2384 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9214 loss: 2.9214 2022/06/25 23:30:03 - mmengine - INFO - Epoch(train) [44][280/3757] lr: 8.657e-03 eta: 1 day, 13:34:22 time: 0.264 data_time: 0.002 memory: 5036 grad_norm: 5.2139 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.8323 loss: 2.8323 2022/06/25 23:30:08 - mmengine - INFO - Epoch(train) [44][300/3757] lr: 8.657e-03 eta: 1 day, 13:34:16 time: 0.250 data_time: 0.012 memory: 5036 grad_norm: 6.0019 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.9264 loss: 2.9264 2022/06/25 23:30:13 - mmengine - INFO - Epoch(train) [44][320/3757] lr: 8.657e-03 eta: 1 day, 13:34:11 time: 0.245 data_time: 0.006 memory: 5036 grad_norm: 5.6149 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.9288 loss: 2.9288 2022/06/25 23:30:19 - mmengine - INFO - Epoch(train) [44][340/3757] lr: 8.657e-03 eta: 1 day, 13:34:06 time: 0.267 data_time: 0.002 memory: 5036 grad_norm: 5.3970 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.3737 loss: 2.3737 2022/06/25 23:30:24 - mmengine - INFO - Epoch(train) [44][360/3757] lr: 8.657e-03 eta: 1 day, 13:34:02 time: 0.266 data_time: 0.003 memory: 5036 grad_norm: 5.3361 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1331 loss: 3.1331 2022/06/25 23:30:30 - mmengine - INFO - Epoch(train) [44][380/3757] lr: 8.657e-03 eta: 1 day, 13:33:57 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 6.4639 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.0573 loss: 3.0573 2022/06/25 23:30:35 - mmengine - INFO - Epoch(train) [44][400/3757] lr: 8.657e-03 eta: 1 day, 13:33:52 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 5.8213 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6661 loss: 2.6661 2022/06/25 23:30:40 - mmengine - INFO - Epoch(train) [44][420/3757] lr: 8.657e-03 eta: 1 day, 13:33:47 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 5.0285 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.0652 loss: 3.0652 2022/06/25 23:30:45 - mmengine - INFO - Epoch(train) [44][440/3757] lr: 8.657e-03 eta: 1 day, 13:33:41 time: 0.256 data_time: 0.002 memory: 5036 grad_norm: 5.1010 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1407 loss: 3.1407 2022/06/25 23:30:48 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 23:30:51 - mmengine - INFO - Epoch(train) [44][460/3757] lr: 8.657e-03 eta: 1 day, 13:33:35 time: 0.253 data_time: 0.010 memory: 5036 grad_norm: 5.5730 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.5869 loss: 2.5869 2022/06/25 23:30:56 - mmengine - INFO - Epoch(train) [44][480/3757] lr: 8.657e-03 eta: 1 day, 13:33:30 time: 0.249 data_time: 0.005 memory: 5036 grad_norm: 5.4892 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.9820 loss: 2.9820 2022/06/25 23:31:01 - mmengine - INFO - Epoch(train) [44][500/3757] lr: 8.657e-03 eta: 1 day, 13:33:26 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 6.5489 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7755 loss: 2.7755 2022/06/25 23:31:06 - mmengine - INFO - Epoch(train) [44][520/3757] lr: 8.657e-03 eta: 1 day, 13:33:20 time: 0.258 data_time: 0.002 memory: 5036 grad_norm: 5.3438 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.5182 loss: 3.5182 2022/06/25 23:31:12 - mmengine - INFO - Epoch(train) [44][540/3757] lr: 8.657e-03 eta: 1 day, 13:33:15 time: 0.264 data_time: 0.006 memory: 5036 grad_norm: 5.2561 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.6167 loss: 2.6167 2022/06/25 23:31:17 - mmengine - INFO - Epoch(train) [44][560/3757] lr: 8.657e-03 eta: 1 day, 13:33:09 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 5.3822 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.1958 loss: 3.1958 2022/06/25 23:31:23 - mmengine - INFO - Epoch(train) [44][580/3757] lr: 8.657e-03 eta: 1 day, 13:33:05 time: 0.248 data_time: 0.005 memory: 5036 grad_norm: 5.5943 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7939 loss: 2.7939 2022/06/25 23:31:28 - mmengine - INFO - Epoch(train) [44][600/3757] lr: 8.657e-03 eta: 1 day, 13:32:59 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 4.9708 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.5439 loss: 2.5439 2022/06/25 23:31:33 - mmengine - INFO - Epoch(train) [44][620/3757] lr: 8.657e-03 eta: 1 day, 13:32:54 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 5.7198 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1077 loss: 3.1077 2022/06/25 23:31:38 - mmengine - INFO - Epoch(train) [44][640/3757] lr: 8.657e-03 eta: 1 day, 13:32:48 time: 0.249 data_time: 0.008 memory: 5036 grad_norm: 5.2066 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.6483 loss: 2.6483 2022/06/25 23:31:43 - mmengine - INFO - Epoch(train) [44][660/3757] lr: 8.657e-03 eta: 1 day, 13:32:42 time: 0.247 data_time: 0.006 memory: 5036 grad_norm: 5.4020 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.1065 loss: 3.1065 2022/06/25 23:31:48 - mmengine - INFO - Epoch(train) [44][680/3757] lr: 8.657e-03 eta: 1 day, 13:32:36 time: 0.254 data_time: 0.005 memory: 5036 grad_norm: 5.3459 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.8240 loss: 2.8240 2022/06/25 23:31:53 - mmengine - INFO - Epoch(train) [44][700/3757] lr: 8.657e-03 eta: 1 day, 13:32:31 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 5.2548 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7833 loss: 2.7833 2022/06/25 23:31:58 - mmengine - INFO - Epoch(train) [44][720/3757] lr: 8.657e-03 eta: 1 day, 13:32:25 time: 0.253 data_time: 0.011 memory: 5036 grad_norm: 4.6302 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.6715 loss: 2.6715 2022/06/25 23:32:04 - mmengine - INFO - Epoch(train) [44][740/3757] lr: 8.657e-03 eta: 1 day, 13:32:21 time: 0.253 data_time: 0.008 memory: 5036 grad_norm: 6.0356 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8975 loss: 2.8975 2022/06/25 23:32:09 - mmengine - INFO - Epoch(train) [44][760/3757] lr: 8.657e-03 eta: 1 day, 13:32:15 time: 0.280 data_time: 0.008 memory: 5036 grad_norm: 5.5106 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.8792 loss: 2.8792 2022/06/25 23:32:14 - mmengine - INFO - Epoch(train) [44][780/3757] lr: 8.657e-03 eta: 1 day, 13:32:10 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 5.2236 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.8739 loss: 2.8739 2022/06/25 23:32:20 - mmengine - INFO - Epoch(train) [44][800/3757] lr: 8.657e-03 eta: 1 day, 13:32:05 time: 0.482 data_time: 0.002 memory: 5036 grad_norm: 5.4019 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0033 loss: 3.0033 2022/06/25 23:32:25 - mmengine - INFO - Epoch(train) [44][820/3757] lr: 8.657e-03 eta: 1 day, 13:31:59 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 6.0917 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8321 loss: 2.8321 2022/06/25 23:32:30 - mmengine - INFO - Epoch(train) [44][840/3757] lr: 8.657e-03 eta: 1 day, 13:31:53 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 5.7982 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.5587 loss: 2.5587 2022/06/25 23:32:35 - mmengine - INFO - Epoch(train) [44][860/3757] lr: 8.657e-03 eta: 1 day, 13:31:48 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 5.9698 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.8581 loss: 2.8581 2022/06/25 23:32:40 - mmengine - INFO - Epoch(train) [44][880/3757] lr: 8.657e-03 eta: 1 day, 13:31:42 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 5.9286 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8544 loss: 2.8544 2022/06/25 23:32:45 - mmengine - INFO - Epoch(train) [44][900/3757] lr: 8.657e-03 eta: 1 day, 13:31:36 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 5.0664 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5524 loss: 2.5524 2022/06/25 23:32:51 - mmengine - INFO - Epoch(train) [44][920/3757] lr: 8.657e-03 eta: 1 day, 13:31:31 time: 0.247 data_time: 0.006 memory: 5036 grad_norm: 5.7926 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8161 loss: 2.8161 2022/06/25 23:32:56 - mmengine - INFO - Epoch(train) [44][940/3757] lr: 8.657e-03 eta: 1 day, 13:31:25 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 5.5674 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.9496 loss: 2.9496 2022/06/25 23:33:01 - mmengine - INFO - Epoch(train) [44][960/3757] lr: 8.657e-03 eta: 1 day, 13:31:20 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 6.4081 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.3159 loss: 3.3159 2022/06/25 23:33:06 - mmengine - INFO - Epoch(train) [44][980/3757] lr: 8.657e-03 eta: 1 day, 13:31:14 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 5.5425 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6646 loss: 2.6646 2022/06/25 23:33:11 - mmengine - INFO - Epoch(train) [44][1000/3757] lr: 8.657e-03 eta: 1 day, 13:31:09 time: 0.250 data_time: 0.005 memory: 5036 grad_norm: 5.2708 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0170 loss: 3.0170 2022/06/25 23:33:16 - mmengine - INFO - Epoch(train) [44][1020/3757] lr: 8.657e-03 eta: 1 day, 13:31:03 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 5.0777 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6804 loss: 2.6804 2022/06/25 23:33:22 - mmengine - INFO - Epoch(train) [44][1040/3757] lr: 8.657e-03 eta: 1 day, 13:30:59 time: 0.277 data_time: 0.002 memory: 5036 grad_norm: 5.9064 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.8709 loss: 2.8709 2022/06/25 23:33:27 - mmengine - INFO - Epoch(train) [44][1060/3757] lr: 8.657e-03 eta: 1 day, 13:30:54 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 5.2176 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7854 loss: 2.7854 2022/06/25 23:33:32 - mmengine - INFO - Epoch(train) [44][1080/3757] lr: 8.657e-03 eta: 1 day, 13:30:48 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 6.0775 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.7707 loss: 2.7707 2022/06/25 23:33:38 - mmengine - INFO - Epoch(train) [44][1100/3757] lr: 8.657e-03 eta: 1 day, 13:30:43 time: 0.258 data_time: 0.013 memory: 5036 grad_norm: 5.5511 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.0557 loss: 3.0557 2022/06/25 23:33:43 - mmengine - INFO - Epoch(train) [44][1120/3757] lr: 8.657e-03 eta: 1 day, 13:30:37 time: 0.268 data_time: 0.003 memory: 5036 grad_norm: 5.5717 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.7134 loss: 2.7134 2022/06/25 23:33:48 - mmengine - INFO - Epoch(train) [44][1140/3757] lr: 8.657e-03 eta: 1 day, 13:30:32 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 5.3766 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.8832 loss: 2.8832 2022/06/25 23:33:53 - mmengine - INFO - Epoch(train) [44][1160/3757] lr: 8.657e-03 eta: 1 day, 13:30:26 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 5.9040 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.9690 loss: 2.9690 2022/06/25 23:33:58 - mmengine - INFO - Epoch(train) [44][1180/3757] lr: 8.657e-03 eta: 1 day, 13:30:20 time: 0.250 data_time: 0.008 memory: 5036 grad_norm: 5.1255 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.7367 loss: 2.7367 2022/06/25 23:34:04 - mmengine - INFO - Epoch(train) [44][1200/3757] lr: 8.657e-03 eta: 1 day, 13:30:16 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 5.6905 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9957 loss: 2.9957 2022/06/25 23:34:09 - mmengine - INFO - Epoch(train) [44][1220/3757] lr: 8.657e-03 eta: 1 day, 13:30:11 time: 0.259 data_time: 0.016 memory: 5036 grad_norm: 6.0319 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.2954 loss: 3.2954 2022/06/25 23:34:14 - mmengine - INFO - Epoch(train) [44][1240/3757] lr: 8.657e-03 eta: 1 day, 13:30:05 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 5.2634 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6983 loss: 2.6983 2022/06/25 23:34:20 - mmengine - INFO - Epoch(train) [44][1260/3757] lr: 8.657e-03 eta: 1 day, 13:30:00 time: 0.460 data_time: 0.003 memory: 5036 grad_norm: 5.7198 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.6002 loss: 2.6002 2022/06/25 23:34:25 - mmengine - INFO - Epoch(train) [44][1280/3757] lr: 8.657e-03 eta: 1 day, 13:29:55 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 5.8480 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1085 loss: 3.1085 2022/06/25 23:34:30 - mmengine - INFO - Epoch(train) [44][1300/3757] lr: 8.657e-03 eta: 1 day, 13:29:49 time: 0.255 data_time: 0.011 memory: 5036 grad_norm: 6.2618 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.2502 loss: 3.2502 2022/06/25 23:34:35 - mmengine - INFO - Epoch(train) [44][1320/3757] lr: 8.657e-03 eta: 1 day, 13:29:43 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 5.1675 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2199 loss: 3.2199 2022/06/25 23:34:41 - mmengine - INFO - Epoch(train) [44][1340/3757] lr: 8.657e-03 eta: 1 day, 13:29:38 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 5.4661 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8116 loss: 2.8116 2022/06/25 23:34:46 - mmengine - INFO - Epoch(train) [44][1360/3757] lr: 8.657e-03 eta: 1 day, 13:29:33 time: 0.245 data_time: 0.003 memory: 5036 grad_norm: 5.6604 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.2306 loss: 3.2306 2022/06/25 23:34:51 - mmengine - INFO - Epoch(train) [44][1380/3757] lr: 8.657e-03 eta: 1 day, 13:29:27 time: 0.264 data_time: 0.014 memory: 5036 grad_norm: 6.4991 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6768 loss: 2.6768 2022/06/25 23:34:56 - mmengine - INFO - Epoch(train) [44][1400/3757] lr: 8.657e-03 eta: 1 day, 13:29:22 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 5.9089 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.7617 loss: 2.7617 2022/06/25 23:35:01 - mmengine - INFO - Epoch(train) [44][1420/3757] lr: 8.657e-03 eta: 1 day, 13:29:17 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 5.4311 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.3969 loss: 3.3969 2022/06/25 23:35:07 - mmengine - INFO - Epoch(train) [44][1440/3757] lr: 8.657e-03 eta: 1 day, 13:29:11 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 5.5449 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.8591 loss: 3.8591 2022/06/25 23:35:09 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 23:35:12 - mmengine - INFO - Epoch(train) [44][1460/3757] lr: 8.657e-03 eta: 1 day, 13:29:05 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 5.5604 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.4934 loss: 2.4934 2022/06/25 23:35:17 - mmengine - INFO - Epoch(train) [44][1480/3757] lr: 8.657e-03 eta: 1 day, 13:29:00 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 5.8665 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.6466 loss: 2.6466 2022/06/25 23:35:22 - mmengine - INFO - Epoch(train) [44][1500/3757] lr: 8.657e-03 eta: 1 day, 13:28:56 time: 0.265 data_time: 0.020 memory: 5036 grad_norm: 5.6354 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.8197 loss: 2.8197 2022/06/25 23:35:28 - mmengine - INFO - Epoch(train) [44][1520/3757] lr: 8.657e-03 eta: 1 day, 13:28:50 time: 0.246 data_time: 0.007 memory: 5036 grad_norm: 4.6328 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0282 loss: 3.0282 2022/06/25 23:35:33 - mmengine - INFO - Epoch(train) [44][1540/3757] lr: 8.657e-03 eta: 1 day, 13:28:44 time: 0.260 data_time: 0.002 memory: 5036 grad_norm: 5.8859 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.8253 loss: 2.8253 2022/06/25 23:35:38 - mmengine - INFO - Epoch(train) [44][1560/3757] lr: 8.657e-03 eta: 1 day, 13:28:39 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 5.3099 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7298 loss: 2.7298 2022/06/25 23:35:43 - mmengine - INFO - Epoch(train) [44][1580/3757] lr: 8.657e-03 eta: 1 day, 13:28:34 time: 0.254 data_time: 0.014 memory: 5036 grad_norm: 5.0661 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0749 loss: 3.0749 2022/06/25 23:35:49 - mmengine - INFO - Epoch(train) [44][1600/3757] lr: 8.657e-03 eta: 1 day, 13:28:28 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 5.8021 top1_acc: 0.2500 top5_acc: 1.0000 loss_cls: 3.3013 loss: 3.3013 2022/06/25 23:35:54 - mmengine - INFO - Epoch(train) [44][1620/3757] lr: 8.657e-03 eta: 1 day, 13:28:23 time: 0.250 data_time: 0.008 memory: 5036 grad_norm: 5.4342 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.5211 loss: 3.5211 2022/06/25 23:35:59 - mmengine - INFO - Epoch(train) [44][1640/3757] lr: 8.657e-03 eta: 1 day, 13:28:18 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 4.8484 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.9112 loss: 2.9112 2022/06/25 23:36:04 - mmengine - INFO - Epoch(train) [44][1660/3757] lr: 8.657e-03 eta: 1 day, 13:28:12 time: 0.266 data_time: 0.025 memory: 5036 grad_norm: 5.0334 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9313 loss: 2.9313 2022/06/25 23:36:09 - mmengine - INFO - Epoch(train) [44][1680/3757] lr: 8.657e-03 eta: 1 day, 13:28:06 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 5.1445 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.8855 loss: 2.8855 2022/06/25 23:36:15 - mmengine - INFO - Epoch(train) [44][1700/3757] lr: 8.657e-03 eta: 1 day, 13:28:01 time: 0.248 data_time: 0.005 memory: 5036 grad_norm: 5.4784 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.9950 loss: 2.9950 2022/06/25 23:36:20 - mmengine - INFO - Epoch(train) [44][1720/3757] lr: 8.657e-03 eta: 1 day, 13:27:56 time: 0.488 data_time: 0.003 memory: 5036 grad_norm: 6.0353 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2317 loss: 3.2317 2022/06/25 23:36:25 - mmengine - INFO - Epoch(train) [44][1740/3757] lr: 8.657e-03 eta: 1 day, 13:27:51 time: 0.276 data_time: 0.034 memory: 5036 grad_norm: 4.9965 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.6893 loss: 2.6893 2022/06/25 23:36:30 - mmengine - INFO - Epoch(train) [44][1760/3757] lr: 8.657e-03 eta: 1 day, 13:27:45 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 5.7652 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.4550 loss: 2.4550 2022/06/25 23:36:36 - mmengine - INFO - Epoch(train) [44][1780/3757] lr: 8.657e-03 eta: 1 day, 13:27:40 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 5.7345 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.1527 loss: 3.1527 2022/06/25 23:36:41 - mmengine - INFO - Epoch(train) [44][1800/3757] lr: 8.657e-03 eta: 1 day, 13:27:36 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 4.6571 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.9813 loss: 2.9813 2022/06/25 23:36:46 - mmengine - INFO - Epoch(train) [44][1820/3757] lr: 8.657e-03 eta: 1 day, 13:27:30 time: 0.274 data_time: 0.036 memory: 5036 grad_norm: 6.2629 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.8934 loss: 2.8934 2022/06/25 23:36:52 - mmengine - INFO - Epoch(train) [44][1840/3757] lr: 8.657e-03 eta: 1 day, 13:27:25 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 5.2844 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0713 loss: 3.0713 2022/06/25 23:36:57 - mmengine - INFO - Epoch(train) [44][1860/3757] lr: 8.657e-03 eta: 1 day, 13:27:19 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 5.4303 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.7636 loss: 2.7636 2022/06/25 23:37:02 - mmengine - INFO - Epoch(train) [44][1880/3757] lr: 8.657e-03 eta: 1 day, 13:27:14 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 5.3521 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2234 loss: 3.2234 2022/06/25 23:37:07 - mmengine - INFO - Epoch(train) [44][1900/3757] lr: 8.657e-03 eta: 1 day, 13:27:09 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 5.9070 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.0251 loss: 3.0251 2022/06/25 23:37:12 - mmengine - INFO - Epoch(train) [44][1920/3757] lr: 8.657e-03 eta: 1 day, 13:27:03 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 5.6585 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0311 loss: 3.0311 2022/06/25 23:37:18 - mmengine - INFO - Epoch(train) [44][1940/3757] lr: 8.657e-03 eta: 1 day, 13:26:58 time: 0.245 data_time: 0.003 memory: 5036 grad_norm: 5.6795 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8926 loss: 2.8926 2022/06/25 23:37:23 - mmengine - INFO - Epoch(train) [44][1960/3757] lr: 8.657e-03 eta: 1 day, 13:26:53 time: 0.256 data_time: 0.018 memory: 5036 grad_norm: 5.9895 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9485 loss: 2.9485 2022/06/25 23:37:28 - mmengine - INFO - Epoch(train) [44][1980/3757] lr: 8.657e-03 eta: 1 day, 13:26:47 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 5.7945 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3615 loss: 2.3615 2022/06/25 23:37:34 - mmengine - INFO - Epoch(train) [44][2000/3757] lr: 8.657e-03 eta: 1 day, 13:26:43 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 5.8002 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4991 loss: 2.4991 2022/06/25 23:37:39 - mmengine - INFO - Epoch(train) [44][2020/3757] lr: 8.657e-03 eta: 1 day, 13:26:37 time: 0.247 data_time: 0.006 memory: 5036 grad_norm: 6.3157 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.0116 loss: 3.0116 2022/06/25 23:37:44 - mmengine - INFO - Epoch(train) [44][2040/3757] lr: 8.657e-03 eta: 1 day, 13:26:32 time: 0.260 data_time: 0.021 memory: 5036 grad_norm: 5.8823 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 3.1586 loss: 3.1586 2022/06/25 23:37:49 - mmengine - INFO - Epoch(train) [44][2060/3757] lr: 8.657e-03 eta: 1 day, 13:26:26 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 5.4552 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.7160 loss: 2.7160 2022/06/25 23:37:55 - mmengine - INFO - Epoch(train) [44][2080/3757] lr: 8.657e-03 eta: 1 day, 13:26:22 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 5.0376 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.6992 loss: 2.6992 2022/06/25 23:38:00 - mmengine - INFO - Epoch(train) [44][2100/3757] lr: 8.657e-03 eta: 1 day, 13:26:16 time: 0.271 data_time: 0.006 memory: 5036 grad_norm: 5.0312 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.0352 loss: 3.0352 2022/06/25 23:38:05 - mmengine - INFO - Epoch(train) [44][2120/3757] lr: 8.657e-03 eta: 1 day, 13:26:10 time: 0.253 data_time: 0.015 memory: 5036 grad_norm: 5.6319 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7608 loss: 2.7608 2022/06/25 23:38:10 - mmengine - INFO - Epoch(train) [44][2140/3757] lr: 8.657e-03 eta: 1 day, 13:26:05 time: 0.282 data_time: 0.002 memory: 5036 grad_norm: 5.8656 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.1932 loss: 3.1932 2022/06/25 23:38:15 - mmengine - INFO - Epoch(train) [44][2160/3757] lr: 8.657e-03 eta: 1 day, 13:25:59 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 6.6245 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.7278 loss: 2.7278 2022/06/25 23:38:21 - mmengine - INFO - Epoch(train) [44][2180/3757] lr: 8.657e-03 eta: 1 day, 13:25:54 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 5.7035 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.8737 loss: 2.8737 2022/06/25 23:38:26 - mmengine - INFO - Epoch(train) [44][2200/3757] lr: 8.657e-03 eta: 1 day, 13:25:48 time: 0.254 data_time: 0.005 memory: 5036 grad_norm: 5.4640 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8394 loss: 2.8394 2022/06/25 23:38:31 - mmengine - INFO - Epoch(train) [44][2220/3757] lr: 8.657e-03 eta: 1 day, 13:25:43 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 5.8294 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5164 loss: 2.5164 2022/06/25 23:38:36 - mmengine - INFO - Epoch(train) [44][2240/3757] lr: 8.657e-03 eta: 1 day, 13:25:37 time: 0.244 data_time: 0.007 memory: 5036 grad_norm: 5.9094 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6786 loss: 2.6786 2022/06/25 23:38:41 - mmengine - INFO - Epoch(train) [44][2260/3757] lr: 8.657e-03 eta: 1 day, 13:25:31 time: 0.249 data_time: 0.005 memory: 5036 grad_norm: 5.8998 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8102 loss: 2.8102 2022/06/25 23:38:46 - mmengine - INFO - Epoch(train) [44][2280/3757] lr: 8.657e-03 eta: 1 day, 13:25:26 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 5.5281 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8825 loss: 2.8825 2022/06/25 23:38:52 - mmengine - INFO - Epoch(train) [44][2300/3757] lr: 8.657e-03 eta: 1 day, 13:25:21 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 5.9561 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.9451 loss: 2.9451 2022/06/25 23:38:57 - mmengine - INFO - Epoch(train) [44][2320/3757] lr: 8.657e-03 eta: 1 day, 13:25:16 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 5.5510 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 3.0825 loss: 3.0825 2022/06/25 23:39:02 - mmengine - INFO - Epoch(train) [44][2340/3757] lr: 8.657e-03 eta: 1 day, 13:25:10 time: 0.251 data_time: 0.011 memory: 5036 grad_norm: 5.2633 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.2993 loss: 3.2993 2022/06/25 23:39:08 - mmengine - INFO - Epoch(train) [44][2360/3757] lr: 8.657e-03 eta: 1 day, 13:25:06 time: 0.254 data_time: 0.008 memory: 5036 grad_norm: 5.4465 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9313 loss: 2.9313 2022/06/25 23:39:13 - mmengine - INFO - Epoch(train) [44][2380/3757] lr: 8.657e-03 eta: 1 day, 13:25:00 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 4.6108 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5273 loss: 2.5273 2022/06/25 23:39:18 - mmengine - INFO - Epoch(train) [44][2400/3757] lr: 8.657e-03 eta: 1 day, 13:24:55 time: 0.261 data_time: 0.002 memory: 5036 grad_norm: 5.8299 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0509 loss: 3.0509 2022/06/25 23:39:24 - mmengine - INFO - Epoch(train) [44][2420/3757] lr: 8.657e-03 eta: 1 day, 13:24:50 time: 0.261 data_time: 0.002 memory: 5036 grad_norm: 4.9453 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8395 loss: 2.8395 2022/06/25 23:39:29 - mmengine - INFO - Epoch(train) [44][2440/3757] lr: 8.657e-03 eta: 1 day, 13:24:44 time: 0.256 data_time: 0.015 memory: 5036 grad_norm: 5.2396 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9666 loss: 2.9666 2022/06/25 23:39:31 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 23:39:34 - mmengine - INFO - Epoch(train) [44][2460/3757] lr: 8.657e-03 eta: 1 day, 13:24:39 time: 0.246 data_time: 0.005 memory: 5036 grad_norm: 5.1014 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.2481 loss: 3.2481 2022/06/25 23:39:39 - mmengine - INFO - Epoch(train) [44][2480/3757] lr: 8.657e-03 eta: 1 day, 13:24:33 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 5.0458 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.6779 loss: 2.6779 2022/06/25 23:39:44 - mmengine - INFO - Epoch(train) [44][2500/3757] lr: 8.657e-03 eta: 1 day, 13:24:28 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 5.8025 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8032 loss: 2.8032 2022/06/25 23:39:50 - mmengine - INFO - Epoch(train) [44][2520/3757] lr: 8.657e-03 eta: 1 day, 13:24:22 time: 0.258 data_time: 0.013 memory: 5036 grad_norm: 5.8375 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8012 loss: 2.8012 2022/06/25 23:39:55 - mmengine - INFO - Epoch(train) [44][2540/3757] lr: 8.657e-03 eta: 1 day, 13:24:17 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 5.5666 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0224 loss: 3.0224 2022/06/25 23:40:00 - mmengine - INFO - Epoch(train) [44][2560/3757] lr: 8.657e-03 eta: 1 day, 13:24:12 time: 0.324 data_time: 0.002 memory: 5036 grad_norm: 4.6761 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.9619 loss: 2.9619 2022/06/25 23:40:05 - mmengine - INFO - Epoch(train) [44][2580/3757] lr: 8.657e-03 eta: 1 day, 13:24:06 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 5.1975 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9025 loss: 2.9025 2022/06/25 23:40:10 - mmengine - INFO - Epoch(train) [44][2600/3757] lr: 8.657e-03 eta: 1 day, 13:24:01 time: 0.257 data_time: 0.014 memory: 5036 grad_norm: 5.7582 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.8152 loss: 2.8152 2022/06/25 23:40:16 - mmengine - INFO - Epoch(train) [44][2620/3757] lr: 8.657e-03 eta: 1 day, 13:23:55 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 5.9125 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.9898 loss: 2.9898 2022/06/25 23:40:21 - mmengine - INFO - Epoch(train) [44][2640/3757] lr: 8.657e-03 eta: 1 day, 13:23:50 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 5.8562 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.9876 loss: 2.9876 2022/06/25 23:40:26 - mmengine - INFO - Epoch(train) [44][2660/3757] lr: 8.657e-03 eta: 1 day, 13:23:45 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 4.8799 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5817 loss: 2.5817 2022/06/25 23:40:32 - mmengine - INFO - Epoch(train) [44][2680/3757] lr: 8.657e-03 eta: 1 day, 13:23:40 time: 0.269 data_time: 0.014 memory: 5036 grad_norm: 5.1859 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.0850 loss: 3.0850 2022/06/25 23:40:37 - mmengine - INFO - Epoch(train) [44][2700/3757] lr: 8.657e-03 eta: 1 day, 13:23:35 time: 0.262 data_time: 0.005 memory: 5036 grad_norm: 5.0287 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0007 loss: 3.0007 2022/06/25 23:40:42 - mmengine - INFO - Epoch(train) [44][2720/3757] lr: 8.657e-03 eta: 1 day, 13:23:30 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 5.2494 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4407 loss: 2.4407 2022/06/25 23:40:48 - mmengine - INFO - Epoch(train) [44][2740/3757] lr: 8.657e-03 eta: 1 day, 13:23:25 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 5.4277 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.7305 loss: 2.7305 2022/06/25 23:40:53 - mmengine - INFO - Epoch(train) [44][2760/3757] lr: 8.657e-03 eta: 1 day, 13:23:19 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 5.4583 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.7371 loss: 2.7371 2022/06/25 23:40:58 - mmengine - INFO - Epoch(train) [44][2780/3757] lr: 8.657e-03 eta: 1 day, 13:23:14 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 5.5213 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6080 loss: 2.6080 2022/06/25 23:41:03 - mmengine - INFO - Epoch(train) [44][2800/3757] lr: 8.657e-03 eta: 1 day, 13:23:08 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 6.2168 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7612 loss: 2.7612 2022/06/25 23:41:08 - mmengine - INFO - Epoch(train) [44][2820/3757] lr: 8.657e-03 eta: 1 day, 13:23:03 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 5.3142 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6413 loss: 2.6413 2022/06/25 23:41:13 - mmengine - INFO - Epoch(train) [44][2840/3757] lr: 8.657e-03 eta: 1 day, 13:22:57 time: 0.259 data_time: 0.002 memory: 5036 grad_norm: 6.2080 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0078 loss: 3.0078 2022/06/25 23:41:19 - mmengine - INFO - Epoch(train) [44][2860/3757] lr: 8.657e-03 eta: 1 day, 13:22:52 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 5.0359 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8619 loss: 2.8619 2022/06/25 23:41:24 - mmengine - INFO - Epoch(train) [44][2880/3757] lr: 8.657e-03 eta: 1 day, 13:22:46 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 5.7977 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7607 loss: 2.7607 2022/06/25 23:41:29 - mmengine - INFO - Epoch(train) [44][2900/3757] lr: 8.657e-03 eta: 1 day, 13:22:41 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 6.1004 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1431 loss: 3.1431 2022/06/25 23:41:35 - mmengine - INFO - Epoch(train) [44][2920/3757] lr: 8.657e-03 eta: 1 day, 13:22:36 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 5.1498 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.0117 loss: 3.0117 2022/06/25 23:41:40 - mmengine - INFO - Epoch(train) [44][2940/3757] lr: 8.657e-03 eta: 1 day, 13:22:30 time: 0.254 data_time: 0.005 memory: 5036 grad_norm: 5.2278 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.9877 loss: 2.9877 2022/06/25 23:41:45 - mmengine - INFO - Epoch(train) [44][2960/3757] lr: 8.657e-03 eta: 1 day, 13:22:25 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 5.5939 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7721 loss: 2.7721 2022/06/25 23:41:50 - mmengine - INFO - Epoch(train) [44][2980/3757] lr: 8.657e-03 eta: 1 day, 13:22:20 time: 0.254 data_time: 0.011 memory: 5036 grad_norm: 5.0340 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.1247 loss: 3.1247 2022/06/25 23:41:55 - mmengine - INFO - Epoch(train) [44][3000/3757] lr: 8.657e-03 eta: 1 day, 13:22:14 time: 0.261 data_time: 0.005 memory: 5036 grad_norm: 5.4306 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9835 loss: 2.9835 2022/06/25 23:42:01 - mmengine - INFO - Epoch(train) [44][3020/3757] lr: 8.657e-03 eta: 1 day, 13:22:09 time: 0.271 data_time: 0.002 memory: 5036 grad_norm: 5.3881 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6624 loss: 2.6624 2022/06/25 23:42:06 - mmengine - INFO - Epoch(train) [44][3040/3757] lr: 8.657e-03 eta: 1 day, 13:22:04 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 6.1875 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7205 loss: 2.7205 2022/06/25 23:42:11 - mmengine - INFO - Epoch(train) [44][3060/3757] lr: 8.657e-03 eta: 1 day, 13:21:58 time: 0.259 data_time: 0.016 memory: 5036 grad_norm: 5.1899 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9082 loss: 2.9082 2022/06/25 23:42:16 - mmengine - INFO - Epoch(train) [44][3080/3757] lr: 8.657e-03 eta: 1 day, 13:21:52 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 5.8068 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.5682 loss: 3.5682 2022/06/25 23:42:21 - mmengine - INFO - Epoch(train) [44][3100/3757] lr: 8.657e-03 eta: 1 day, 13:21:47 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 6.2833 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0077 loss: 3.0077 2022/06/25 23:42:27 - mmengine - INFO - Epoch(train) [44][3120/3757] lr: 8.657e-03 eta: 1 day, 13:21:41 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 5.7131 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.7047 loss: 2.7047 2022/06/25 23:42:32 - mmengine - INFO - Epoch(train) [44][3140/3757] lr: 8.657e-03 eta: 1 day, 13:21:36 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 5.5203 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.5207 loss: 2.5207 2022/06/25 23:42:37 - mmengine - INFO - Epoch(train) [44][3160/3757] lr: 8.657e-03 eta: 1 day, 13:21:30 time: 0.263 data_time: 0.013 memory: 5036 grad_norm: 6.1415 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 2.8650 loss: 2.8650 2022/06/25 23:42:42 - mmengine - INFO - Epoch(train) [44][3180/3757] lr: 8.657e-03 eta: 1 day, 13:21:25 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 5.3327 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.2522 loss: 3.2522 2022/06/25 23:42:47 - mmengine - INFO - Epoch(train) [44][3200/3757] lr: 8.657e-03 eta: 1 day, 13:21:19 time: 0.245 data_time: 0.003 memory: 5036 grad_norm: 5.4559 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3060 loss: 3.3060 2022/06/25 23:42:53 - mmengine - INFO - Epoch(train) [44][3220/3757] lr: 8.657e-03 eta: 1 day, 13:21:14 time: 0.247 data_time: 0.009 memory: 5036 grad_norm: 5.0019 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.9423 loss: 2.9423 2022/06/25 23:42:58 - mmengine - INFO - Epoch(train) [44][3240/3757] lr: 8.657e-03 eta: 1 day, 13:21:08 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 6.0912 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.6610 loss: 2.6610 2022/06/25 23:43:03 - mmengine - INFO - Epoch(train) [44][3260/3757] lr: 8.657e-03 eta: 1 day, 13:21:03 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 5.3078 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1828 loss: 3.1828 2022/06/25 23:43:08 - mmengine - INFO - Epoch(train) [44][3280/3757] lr: 8.657e-03 eta: 1 day, 13:20:57 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 4.6123 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9591 loss: 2.9591 2022/06/25 23:43:13 - mmengine - INFO - Epoch(train) [44][3300/3757] lr: 8.657e-03 eta: 1 day, 13:20:52 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 5.1633 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9242 loss: 2.9242 2022/06/25 23:43:19 - mmengine - INFO - Epoch(train) [44][3320/3757] lr: 8.657e-03 eta: 1 day, 13:20:47 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 5.7715 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.3761 loss: 3.3761 2022/06/25 23:43:24 - mmengine - INFO - Epoch(train) [44][3340/3757] lr: 8.657e-03 eta: 1 day, 13:20:42 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 5.0423 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4891 loss: 2.4891 2022/06/25 23:43:29 - mmengine - INFO - Epoch(train) [44][3360/3757] lr: 8.657e-03 eta: 1 day, 13:20:36 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 8.1319 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9838 loss: 2.9838 2022/06/25 23:43:34 - mmengine - INFO - Epoch(train) [44][3380/3757] lr: 8.657e-03 eta: 1 day, 13:20:31 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 5.9905 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9806 loss: 2.9806 2022/06/25 23:43:40 - mmengine - INFO - Epoch(train) [44][3400/3757] lr: 8.657e-03 eta: 1 day, 13:20:25 time: 0.266 data_time: 0.008 memory: 5036 grad_norm: 5.5526 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.6369 loss: 2.6369 2022/06/25 23:43:45 - mmengine - INFO - Epoch(train) [44][3420/3757] lr: 8.657e-03 eta: 1 day, 13:20:20 time: 0.272 data_time: 0.003 memory: 5036 grad_norm: 5.4136 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.7057 loss: 2.7057 2022/06/25 23:43:50 - mmengine - INFO - Epoch(train) [44][3440/3757] lr: 8.657e-03 eta: 1 day, 13:20:15 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 6.2124 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.2772 loss: 3.2772 2022/06/25 23:43:53 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 23:43:55 - mmengine - INFO - Epoch(train) [44][3460/3757] lr: 8.657e-03 eta: 1 day, 13:20:10 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 5.1707 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.8571 loss: 2.8571 2022/06/25 23:44:01 - mmengine - INFO - Epoch(train) [44][3480/3757] lr: 8.657e-03 eta: 1 day, 13:20:05 time: 0.335 data_time: 0.042 memory: 5036 grad_norm: 5.0717 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.0598 loss: 3.0598 2022/06/25 23:44:06 - mmengine - INFO - Epoch(train) [44][3500/3757] lr: 8.657e-03 eta: 1 day, 13:19:59 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 5.3770 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.3002 loss: 3.3002 2022/06/25 23:44:11 - mmengine - INFO - Epoch(train) [44][3520/3757] lr: 8.657e-03 eta: 1 day, 13:19:54 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 5.5799 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1749 loss: 3.1749 2022/06/25 23:44:16 - mmengine - INFO - Epoch(train) [44][3540/3757] lr: 8.657e-03 eta: 1 day, 13:19:49 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 5.4849 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8649 loss: 2.8649 2022/06/25 23:44:22 - mmengine - INFO - Epoch(train) [44][3560/3757] lr: 8.657e-03 eta: 1 day, 13:19:43 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 5.7194 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.1443 loss: 3.1443 2022/06/25 23:44:27 - mmengine - INFO - Epoch(train) [44][3580/3757] lr: 8.657e-03 eta: 1 day, 13:19:38 time: 0.260 data_time: 0.002 memory: 5036 grad_norm: 6.0921 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2139 loss: 3.2139 2022/06/25 23:44:32 - mmengine - INFO - Epoch(train) [44][3600/3757] lr: 8.657e-03 eta: 1 day, 13:19:33 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 6.1434 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3746 loss: 2.3746 2022/06/25 23:44:38 - mmengine - INFO - Epoch(train) [44][3620/3757] lr: 8.657e-03 eta: 1 day, 13:19:28 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.2174 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.0021 loss: 3.0021 2022/06/25 23:44:43 - mmengine - INFO - Epoch(train) [44][3640/3757] lr: 8.657e-03 eta: 1 day, 13:19:23 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 6.0107 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.0329 loss: 3.0329 2022/06/25 23:44:48 - mmengine - INFO - Epoch(train) [44][3660/3757] lr: 8.657e-03 eta: 1 day, 13:19:18 time: 0.252 data_time: 0.008 memory: 5036 grad_norm: 4.8458 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.8498 loss: 2.8498 2022/06/25 23:44:53 - mmengine - INFO - Epoch(train) [44][3680/3757] lr: 8.657e-03 eta: 1 day, 13:19:12 time: 0.267 data_time: 0.003 memory: 5036 grad_norm: 6.0013 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6479 loss: 2.6479 2022/06/25 23:44:59 - mmengine - INFO - Epoch(train) [44][3700/3757] lr: 8.657e-03 eta: 1 day, 13:19:07 time: 0.243 data_time: 0.003 memory: 5036 grad_norm: 4.9611 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.7104 loss: 2.7104 2022/06/25 23:45:04 - mmengine - INFO - Epoch(train) [44][3720/3757] lr: 8.657e-03 eta: 1 day, 13:19:02 time: 0.256 data_time: 0.002 memory: 5036 grad_norm: 6.6339 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7122 loss: 2.7122 2022/06/25 23:45:09 - mmengine - INFO - Epoch(train) [44][3740/3757] lr: 8.657e-03 eta: 1 day, 13:18:56 time: 0.237 data_time: 0.005 memory: 5036 grad_norm: 5.3650 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.7118 loss: 2.7118 2022/06/25 23:45:13 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 23:45:13 - mmengine - INFO - Saving checkpoint at 44 epochs 2022/06/25 23:45:26 - mmengine - INFO - Epoch(val) [44][20/310] eta: 0:01:47 time: 0.104 data_time: 0.001 memory: 5036 2022/06/25 23:45:30 - mmengine - INFO - Epoch(val) [44][40/310] eta: 0:01:23 time: 0.106 data_time: 0.005 memory: 1723 2022/06/25 23:45:35 - mmengine - INFO - Epoch(val) [44][60/310] eta: 0:00:26 time: 0.108 data_time: 0.001 memory: 1723 2022/06/25 23:45:39 - mmengine - INFO - Epoch(val) [44][80/310] eta: 0:00:23 time: 0.105 data_time: 0.002 memory: 1723 2022/06/25 23:45:46 - mmengine - INFO - Epoch(val) [44][100/310] eta: 0:01:10 time: 0.115 data_time: 0.007 memory: 1723 2022/06/25 23:45:51 - mmengine - INFO - Epoch(val) [44][120/310] eta: 0:01:09 time: 0.104 data_time: 0.002 memory: 1723 2022/06/25 23:45:56 - mmengine - INFO - Epoch(val) [44][140/310] eta: 0:00:19 time: 0.103 data_time: 0.002 memory: 1723 2022/06/25 23:46:00 - mmengine - INFO - Epoch(val) [44][160/310] eta: 0:00:15 time: 0.109 data_time: 0.002 memory: 1723 2022/06/25 23:46:07 - mmengine - INFO - Epoch(val) [44][180/310] eta: 0:00:39 time: 0.487 data_time: 0.385 memory: 1723 2022/06/25 23:46:12 - mmengine - INFO - Epoch(val) [44][200/310] eta: 0:00:39 time: 0.108 data_time: 0.002 memory: 1723 2022/06/25 23:46:17 - mmengine - INFO - Epoch(val) [44][220/310] eta: 0:00:12 time: 0.104 data_time: 0.001 memory: 1723 2022/06/25 23:46:21 - mmengine - INFO - Epoch(val) [44][240/310] eta: 0:00:07 time: 0.104 data_time: 0.002 memory: 1723 2022/06/25 23:46:28 - mmengine - INFO - Epoch(val) [44][260/310] eta: 0:00:17 time: 0.642 data_time: 0.530 memory: 1723 2022/06/25 23:46:32 - mmengine - INFO - Epoch(val) [44][280/310] eta: 0:00:09 time: 0.108 data_time: 0.001 memory: 1723 2022/06/25 23:46:35 - mmengine - INFO - Epoch(val) [44][300/310] eta: 0:00:01 time: 0.102 data_time: 0.001 memory: 1723 2022/06/25 23:46:37 - mmengine - INFO - Epoch(val) [44][310/310] acc/top1: 0.4310 acc/top5: 0.6962 acc/mean1: 0.4309 2022/06/25 23:46:47 - mmengine - INFO - Epoch(train) [45][20/3757] lr: 8.597e-03 eta: 1 day, 13:18:54 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 4.7537 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4376 loss: 2.4376 2022/06/25 23:46:52 - mmengine - INFO - Epoch(train) [45][40/3757] lr: 8.597e-03 eta: 1 day, 13:18:48 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 5.1141 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0275 loss: 3.0275 2022/06/25 23:46:57 - mmengine - INFO - Epoch(train) [45][60/3757] lr: 8.597e-03 eta: 1 day, 13:18:43 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 5.6741 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6050 loss: 2.6050 2022/06/25 23:47:03 - mmengine - INFO - Epoch(train) [45][80/3757] lr: 8.597e-03 eta: 1 day, 13:18:38 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 5.0436 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0475 loss: 3.0475 2022/06/25 23:47:08 - mmengine - INFO - Epoch(train) [45][100/3757] lr: 8.597e-03 eta: 1 day, 13:18:34 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 5.4258 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7912 loss: 2.7912 2022/06/25 23:47:13 - mmengine - INFO - Epoch(train) [45][120/3757] lr: 8.597e-03 eta: 1 day, 13:18:29 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 5.8277 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0205 loss: 3.0205 2022/06/25 23:47:19 - mmengine - INFO - Epoch(train) [45][140/3757] lr: 8.597e-03 eta: 1 day, 13:18:23 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 6.2325 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0639 loss: 3.0639 2022/06/25 23:47:24 - mmengine - INFO - Epoch(train) [45][160/3757] lr: 8.597e-03 eta: 1 day, 13:18:20 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 5.6316 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.9609 loss: 2.9609 2022/06/25 23:47:30 - mmengine - INFO - Epoch(train) [45][180/3757] lr: 8.597e-03 eta: 1 day, 13:18:14 time: 0.267 data_time: 0.003 memory: 5036 grad_norm: 5.7765 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1125 loss: 3.1125 2022/06/25 23:47:35 - mmengine - INFO - Epoch(train) [45][200/3757] lr: 8.597e-03 eta: 1 day, 13:18:09 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 5.9506 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4311 loss: 2.4311 2022/06/25 23:47:40 - mmengine - INFO - Epoch(train) [45][220/3757] lr: 8.597e-03 eta: 1 day, 13:18:03 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 5.3445 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0367 loss: 3.0367 2022/06/25 23:47:45 - mmengine - INFO - Epoch(train) [45][240/3757] lr: 8.597e-03 eta: 1 day, 13:17:58 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 5.7579 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0848 loss: 3.0848 2022/06/25 23:47:50 - mmengine - INFO - Epoch(train) [45][260/3757] lr: 8.597e-03 eta: 1 day, 13:17:53 time: 0.272 data_time: 0.003 memory: 5036 grad_norm: 5.7249 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5681 loss: 2.5681 2022/06/25 23:47:56 - mmengine - INFO - Epoch(train) [45][280/3757] lr: 8.597e-03 eta: 1 day, 13:17:47 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 5.4065 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7739 loss: 2.7739 2022/06/25 23:48:01 - mmengine - INFO - Epoch(train) [45][300/3757] lr: 8.597e-03 eta: 1 day, 13:17:42 time: 0.304 data_time: 0.003 memory: 5036 grad_norm: 4.6332 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.0033 loss: 3.0033 2022/06/25 23:48:06 - mmengine - INFO - Epoch(train) [45][320/3757] lr: 8.597e-03 eta: 1 day, 13:17:36 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 6.0509 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7287 loss: 2.7287 2022/06/25 23:48:11 - mmengine - INFO - Epoch(train) [45][340/3757] lr: 8.597e-03 eta: 1 day, 13:17:31 time: 0.265 data_time: 0.002 memory: 5036 grad_norm: 5.1534 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8940 loss: 2.8940 2022/06/25 23:48:17 - mmengine - INFO - Epoch(train) [45][360/3757] lr: 8.597e-03 eta: 1 day, 13:17:26 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 5.6556 top1_acc: 0.0000 top5_acc: 0.6250 loss_cls: 3.0652 loss: 3.0652 2022/06/25 23:48:22 - mmengine - INFO - Epoch(train) [45][380/3757] lr: 8.597e-03 eta: 1 day, 13:17:20 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 6.1417 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.0524 loss: 3.0524 2022/06/25 23:48:27 - mmengine - INFO - Epoch(train) [45][400/3757] lr: 8.597e-03 eta: 1 day, 13:17:15 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 5.7628 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.9045 loss: 2.9045 2022/06/25 23:48:32 - mmengine - INFO - Epoch(train) [45][420/3757] lr: 8.597e-03 eta: 1 day, 13:17:10 time: 0.274 data_time: 0.002 memory: 5036 grad_norm: 5.2932 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.5801 loss: 2.5801 2022/06/25 23:48:38 - mmengine - INFO - Epoch(train) [45][440/3757] lr: 8.597e-03 eta: 1 day, 13:17:04 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 5.4131 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.5649 loss: 2.5649 2022/06/25 23:48:43 - mmengine - INFO - Epoch(train) [45][460/3757] lr: 8.597e-03 eta: 1 day, 13:16:59 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 6.1187 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9299 loss: 2.9299 2022/06/25 23:48:48 - mmengine - INFO - Epoch(train) [45][480/3757] lr: 8.597e-03 eta: 1 day, 13:16:53 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 5.3430 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.1149 loss: 3.1149 2022/06/25 23:48:53 - mmengine - INFO - Epoch(train) [45][500/3757] lr: 8.597e-03 eta: 1 day, 13:16:48 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 5.4901 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.3451 loss: 2.3451 2022/06/25 23:48:59 - mmengine - INFO - Epoch(train) [45][520/3757] lr: 8.597e-03 eta: 1 day, 13:16:43 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 5.7261 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7045 loss: 2.7045 2022/06/25 23:49:04 - mmengine - INFO - Epoch(train) [45][540/3757] lr: 8.597e-03 eta: 1 day, 13:16:37 time: 0.257 data_time: 0.002 memory: 5036 grad_norm: 5.9085 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.1786 loss: 3.1786 2022/06/25 23:49:09 - mmengine - INFO - Epoch(train) [45][560/3757] lr: 8.597e-03 eta: 1 day, 13:16:32 time: 0.266 data_time: 0.002 memory: 5036 grad_norm: 6.0014 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5760 loss: 2.5760 2022/06/25 23:49:14 - mmengine - INFO - Epoch(train) [45][580/3757] lr: 8.597e-03 eta: 1 day, 13:16:27 time: 0.267 data_time: 0.008 memory: 5036 grad_norm: 5.2176 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.5963 loss: 2.5963 2022/06/25 23:49:19 - mmengine - INFO - Epoch(train) [45][600/3757] lr: 8.597e-03 eta: 1 day, 13:16:21 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 6.3080 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.4438 loss: 3.4438 2022/06/25 23:49:25 - mmengine - INFO - Epoch(train) [45][620/3757] lr: 8.597e-03 eta: 1 day, 13:16:16 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 5.4461 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6831 loss: 2.6831 2022/06/25 23:49:30 - mmengine - INFO - Epoch(train) [45][640/3757] lr: 8.597e-03 eta: 1 day, 13:16:10 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 5.1627 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9946 loss: 2.9946 2022/06/25 23:49:35 - mmengine - INFO - Epoch(train) [45][660/3757] lr: 8.597e-03 eta: 1 day, 13:16:05 time: 0.264 data_time: 0.006 memory: 5036 grad_norm: 5.1778 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.8051 loss: 2.8051 2022/06/25 23:49:40 - mmengine - INFO - Epoch(train) [45][680/3757] lr: 8.597e-03 eta: 1 day, 13:15:59 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 5.8560 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0931 loss: 3.0931 2022/06/25 23:49:43 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 23:49:45 - mmengine - INFO - Epoch(train) [45][700/3757] lr: 8.597e-03 eta: 1 day, 13:15:54 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 5.6267 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6870 loss: 2.6870 2022/06/25 23:49:51 - mmengine - INFO - Epoch(train) [45][720/3757] lr: 8.597e-03 eta: 1 day, 13:15:48 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 5.8051 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 3.0094 loss: 3.0094 2022/06/25 23:49:56 - mmengine - INFO - Epoch(train) [45][740/3757] lr: 8.597e-03 eta: 1 day, 13:15:43 time: 0.274 data_time: 0.006 memory: 5036 grad_norm: 5.4703 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.8215 loss: 2.8215 2022/06/25 23:50:01 - mmengine - INFO - Epoch(train) [45][760/3757] lr: 8.597e-03 eta: 1 day, 13:15:39 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 5.6165 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0139 loss: 3.0139 2022/06/25 23:50:07 - mmengine - INFO - Epoch(train) [45][780/3757] lr: 8.597e-03 eta: 1 day, 13:15:33 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.0729 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.9752 loss: 2.9752 2022/06/25 23:50:12 - mmengine - INFO - Epoch(train) [45][800/3757] lr: 8.597e-03 eta: 1 day, 13:15:28 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 5.4921 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.6347 loss: 2.6347 2022/06/25 23:50:17 - mmengine - INFO - Epoch(train) [45][820/3757] lr: 8.597e-03 eta: 1 day, 13:15:23 time: 0.274 data_time: 0.009 memory: 5036 grad_norm: 5.0621 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 2.9233 loss: 2.9233 2022/06/25 23:50:22 - mmengine - INFO - Epoch(train) [45][840/3757] lr: 8.597e-03 eta: 1 day, 13:15:18 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 5.1714 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.0603 loss: 3.0603 2022/06/25 23:50:28 - mmengine - INFO - Epoch(train) [45][860/3757] lr: 8.597e-03 eta: 1 day, 13:15:12 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 6.4668 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1739 loss: 3.1739 2022/06/25 23:50:33 - mmengine - INFO - Epoch(train) [45][880/3757] lr: 8.597e-03 eta: 1 day, 13:15:08 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 6.3547 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.5265 loss: 3.5265 2022/06/25 23:50:39 - mmengine - INFO - Epoch(train) [45][900/3757] lr: 8.597e-03 eta: 1 day, 13:15:03 time: 0.326 data_time: 0.006 memory: 5036 grad_norm: 5.8496 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0007 loss: 3.0007 2022/06/25 23:50:44 - mmengine - INFO - Epoch(train) [45][920/3757] lr: 8.597e-03 eta: 1 day, 13:14:58 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 5.3244 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 3.2569 loss: 3.2569 2022/06/25 23:50:50 - mmengine - INFO - Epoch(train) [45][940/3757] lr: 8.597e-03 eta: 1 day, 13:14:54 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 5.5927 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3917 loss: 2.3917 2022/06/25 23:50:55 - mmengine - INFO - Epoch(train) [45][960/3757] lr: 8.597e-03 eta: 1 day, 13:14:49 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 5.6367 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8488 loss: 2.8488 2022/06/25 23:51:00 - mmengine - INFO - Epoch(train) [45][980/3757] lr: 8.597e-03 eta: 1 day, 13:14:44 time: 0.265 data_time: 0.002 memory: 5036 grad_norm: 5.4372 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8766 loss: 2.8766 2022/06/25 23:51:06 - mmengine - INFO - Epoch(train) [45][1000/3757] lr: 8.597e-03 eta: 1 day, 13:14:39 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 5.8317 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.9416 loss: 2.9416 2022/06/25 23:51:11 - mmengine - INFO - Epoch(train) [45][1020/3757] lr: 8.597e-03 eta: 1 day, 13:14:34 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 5.6556 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.0835 loss: 3.0835 2022/06/25 23:51:16 - mmengine - INFO - Epoch(train) [45][1040/3757] lr: 8.597e-03 eta: 1 day, 13:14:28 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 5.4848 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5072 loss: 2.5072 2022/06/25 23:51:21 - mmengine - INFO - Epoch(train) [45][1060/3757] lr: 8.597e-03 eta: 1 day, 13:14:23 time: 0.263 data_time: 0.002 memory: 5036 grad_norm: 6.1181 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2604 loss: 3.2604 2022/06/25 23:51:27 - mmengine - INFO - Epoch(train) [45][1080/3757] lr: 8.597e-03 eta: 1 day, 13:14:18 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 5.3657 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3699 loss: 3.3699 2022/06/25 23:51:32 - mmengine - INFO - Epoch(train) [45][1100/3757] lr: 8.597e-03 eta: 1 day, 13:14:13 time: 0.257 data_time: 0.012 memory: 5036 grad_norm: 6.3330 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.9856 loss: 2.9856 2022/06/25 23:51:38 - mmengine - INFO - Epoch(train) [45][1120/3757] lr: 8.597e-03 eta: 1 day, 13:14:08 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 5.3965 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.5804 loss: 2.5804 2022/06/25 23:51:43 - mmengine - INFO - Epoch(train) [45][1140/3757] lr: 8.597e-03 eta: 1 day, 13:14:04 time: 0.492 data_time: 0.011 memory: 5036 grad_norm: 5.5781 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9030 loss: 2.9030 2022/06/25 23:51:48 - mmengine - INFO - Epoch(train) [45][1160/3757] lr: 8.597e-03 eta: 1 day, 13:13:58 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 5.8528 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0656 loss: 3.0656 2022/06/25 23:51:54 - mmengine - INFO - Epoch(train) [45][1180/3757] lr: 8.597e-03 eta: 1 day, 13:13:54 time: 0.252 data_time: 0.005 memory: 5036 grad_norm: 6.0144 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0623 loss: 3.0623 2022/06/25 23:51:59 - mmengine - INFO - Epoch(train) [45][1200/3757] lr: 8.597e-03 eta: 1 day, 13:13:48 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 6.4143 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.0781 loss: 3.0781 2022/06/25 23:52:04 - mmengine - INFO - Epoch(train) [45][1220/3757] lr: 8.597e-03 eta: 1 day, 13:13:42 time: 0.259 data_time: 0.005 memory: 5036 grad_norm: 5.9550 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.0184 loss: 3.0184 2022/06/25 23:52:09 - mmengine - INFO - Epoch(train) [45][1240/3757] lr: 8.597e-03 eta: 1 day, 13:13:37 time: 0.248 data_time: 0.008 memory: 5036 grad_norm: 5.5271 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7904 loss: 2.7904 2022/06/25 23:52:15 - mmengine - INFO - Epoch(train) [45][1260/3757] lr: 8.597e-03 eta: 1 day, 13:13:32 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 5.5604 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.0905 loss: 3.0905 2022/06/25 23:52:20 - mmengine - INFO - Epoch(train) [45][1280/3757] lr: 8.597e-03 eta: 1 day, 13:13:27 time: 0.256 data_time: 0.005 memory: 5036 grad_norm: 6.7511 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.6676 loss: 3.6676 2022/06/25 23:52:25 - mmengine - INFO - Epoch(train) [45][1300/3757] lr: 8.597e-03 eta: 1 day, 13:13:22 time: 0.264 data_time: 0.005 memory: 5036 grad_norm: 6.0090 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1948 loss: 3.1948 2022/06/25 23:52:30 - mmengine - INFO - Epoch(train) [45][1320/3757] lr: 8.597e-03 eta: 1 day, 13:13:16 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 5.7872 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.0569 loss: 3.0569 2022/06/25 23:52:36 - mmengine - INFO - Epoch(train) [45][1340/3757] lr: 8.597e-03 eta: 1 day, 13:13:12 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 6.1593 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8030 loss: 2.8030 2022/06/25 23:52:41 - mmengine - INFO - Epoch(train) [45][1360/3757] lr: 8.597e-03 eta: 1 day, 13:13:06 time: 0.247 data_time: 0.008 memory: 5036 grad_norm: 7.4111 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.0122 loss: 3.0122 2022/06/25 23:52:46 - mmengine - INFO - Epoch(train) [45][1380/3757] lr: 8.597e-03 eta: 1 day, 13:13:01 time: 0.249 data_time: 0.009 memory: 5036 grad_norm: 5.8599 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0820 loss: 3.0820 2022/06/25 23:52:52 - mmengine - INFO - Epoch(train) [45][1400/3757] lr: 8.597e-03 eta: 1 day, 13:12:56 time: 0.603 data_time: 0.026 memory: 5036 grad_norm: 5.1320 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.4508 loss: 3.4508 2022/06/25 23:52:57 - mmengine - INFO - Epoch(train) [45][1420/3757] lr: 8.597e-03 eta: 1 day, 13:12:50 time: 0.247 data_time: 0.009 memory: 5036 grad_norm: 6.2043 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.3065 loss: 3.3065 2022/06/25 23:53:02 - mmengine - INFO - Epoch(train) [45][1440/3757] lr: 8.597e-03 eta: 1 day, 13:12:45 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 5.8097 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0570 loss: 3.0570 2022/06/25 23:53:07 - mmengine - INFO - Epoch(train) [45][1460/3757] lr: 8.597e-03 eta: 1 day, 13:12:39 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 6.3175 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.3763 loss: 3.3763 2022/06/25 23:53:12 - mmengine - INFO - Epoch(train) [45][1480/3757] lr: 8.597e-03 eta: 1 day, 13:12:33 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 6.2686 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6112 loss: 2.6112 2022/06/25 23:53:17 - mmengine - INFO - Epoch(train) [45][1500/3757] lr: 8.597e-03 eta: 1 day, 13:12:28 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.1544 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1508 loss: 3.1508 2022/06/25 23:53:23 - mmengine - INFO - Epoch(train) [45][1520/3757] lr: 8.597e-03 eta: 1 day, 13:12:22 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 5.8896 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.9042 loss: 2.9042 2022/06/25 23:53:28 - mmengine - INFO - Epoch(train) [45][1540/3757] lr: 8.597e-03 eta: 1 day, 13:12:17 time: 0.259 data_time: 0.002 memory: 5036 grad_norm: 5.9040 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3204 loss: 2.3204 2022/06/25 23:53:33 - mmengine - INFO - Epoch(train) [45][1560/3757] lr: 8.597e-03 eta: 1 day, 13:12:11 time: 0.251 data_time: 0.008 memory: 5036 grad_norm: 5.4685 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8926 loss: 2.8926 2022/06/25 23:53:38 - mmengine - INFO - Epoch(train) [45][1580/3757] lr: 8.597e-03 eta: 1 day, 13:12:06 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 5.8413 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9730 loss: 2.9730 2022/06/25 23:53:43 - mmengine - INFO - Epoch(train) [45][1600/3757] lr: 8.597e-03 eta: 1 day, 13:12:00 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 5.4164 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9905 loss: 2.9905 2022/06/25 23:53:49 - mmengine - INFO - Epoch(train) [45][1620/3757] lr: 8.597e-03 eta: 1 day, 13:11:54 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 5.3110 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.7664 loss: 2.7664 2022/06/25 23:53:54 - mmengine - INFO - Epoch(train) [45][1640/3757] lr: 8.597e-03 eta: 1 day, 13:11:49 time: 0.258 data_time: 0.008 memory: 5036 grad_norm: 5.6468 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8284 loss: 2.8284 2022/06/25 23:53:59 - mmengine - INFO - Epoch(train) [45][1660/3757] lr: 8.597e-03 eta: 1 day, 13:11:43 time: 0.261 data_time: 0.005 memory: 5036 grad_norm: 5.7975 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.7854 loss: 2.7854 2022/06/25 23:54:04 - mmengine - INFO - Epoch(train) [45][1680/3757] lr: 8.597e-03 eta: 1 day, 13:11:39 time: 0.254 data_time: 0.017 memory: 5036 grad_norm: 4.6509 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.5709 loss: 2.5709 2022/06/25 23:54:08 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 23:54:10 - mmengine - INFO - Epoch(train) [45][1700/3757] lr: 8.597e-03 eta: 1 day, 13:11:33 time: 0.282 data_time: 0.005 memory: 5036 grad_norm: 4.9239 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9143 loss: 2.9143 2022/06/25 23:54:15 - mmengine - INFO - Epoch(train) [45][1720/3757] lr: 8.597e-03 eta: 1 day, 13:11:28 time: 0.266 data_time: 0.003 memory: 5036 grad_norm: 5.5877 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.3386 loss: 3.3386 2022/06/25 23:54:20 - mmengine - INFO - Epoch(train) [45][1740/3757] lr: 8.597e-03 eta: 1 day, 13:11:22 time: 0.261 data_time: 0.005 memory: 5036 grad_norm: 5.4630 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.3106 loss: 3.3106 2022/06/25 23:54:25 - mmengine - INFO - Epoch(train) [45][1760/3757] lr: 8.597e-03 eta: 1 day, 13:11:17 time: 0.256 data_time: 0.018 memory: 5036 grad_norm: 5.7145 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.5456 loss: 3.5456 2022/06/25 23:54:30 - mmengine - INFO - Epoch(train) [45][1780/3757] lr: 8.597e-03 eta: 1 day, 13:11:11 time: 0.271 data_time: 0.011 memory: 5036 grad_norm: 5.5595 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.8445 loss: 2.8445 2022/06/25 23:54:36 - mmengine - INFO - Epoch(train) [45][1800/3757] lr: 8.597e-03 eta: 1 day, 13:11:06 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 6.2198 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9699 loss: 2.9699 2022/06/25 23:54:41 - mmengine - INFO - Epoch(train) [45][1820/3757] lr: 8.597e-03 eta: 1 day, 13:11:01 time: 0.257 data_time: 0.010 memory: 5036 grad_norm: 6.5883 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.0208 loss: 3.0208 2022/06/25 23:54:46 - mmengine - INFO - Epoch(train) [45][1840/3757] lr: 8.597e-03 eta: 1 day, 13:10:55 time: 0.250 data_time: 0.005 memory: 5036 grad_norm: 5.7048 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4785 loss: 2.4785 2022/06/25 23:54:51 - mmengine - INFO - Epoch(train) [45][1860/3757] lr: 8.597e-03 eta: 1 day, 13:10:50 time: 0.267 data_time: 0.012 memory: 5036 grad_norm: 5.1451 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.3422 loss: 3.3422 2022/06/25 23:54:56 - mmengine - INFO - Epoch(train) [45][1880/3757] lr: 8.597e-03 eta: 1 day, 13:10:44 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 5.9673 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.9467 loss: 2.9467 2022/06/25 23:55:02 - mmengine - INFO - Epoch(train) [45][1900/3757] lr: 8.597e-03 eta: 1 day, 13:10:39 time: 0.303 data_time: 0.002 memory: 5036 grad_norm: 6.0945 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1751 loss: 3.1751 2022/06/25 23:55:07 - mmengine - INFO - Epoch(train) [45][1920/3757] lr: 8.597e-03 eta: 1 day, 13:10:33 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 5.1433 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.7068 loss: 2.7068 2022/06/25 23:55:12 - mmengine - INFO - Epoch(train) [45][1940/3757] lr: 8.597e-03 eta: 1 day, 13:10:28 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 5.7484 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1032 loss: 3.1032 2022/06/25 23:55:17 - mmengine - INFO - Epoch(train) [45][1960/3757] lr: 8.597e-03 eta: 1 day, 13:10:22 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 6.0232 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7586 loss: 2.7586 2022/06/25 23:55:23 - mmengine - INFO - Epoch(train) [45][1980/3757] lr: 8.597e-03 eta: 1 day, 13:10:17 time: 0.270 data_time: 0.006 memory: 5036 grad_norm: 6.4080 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2861 loss: 3.2861 2022/06/25 23:55:28 - mmengine - INFO - Epoch(train) [45][2000/3757] lr: 8.597e-03 eta: 1 day, 13:10:12 time: 0.249 data_time: 0.012 memory: 5036 grad_norm: 5.4173 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8618 loss: 2.8618 2022/06/25 23:55:33 - mmengine - INFO - Epoch(train) [45][2020/3757] lr: 8.597e-03 eta: 1 day, 13:10:06 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 5.8367 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5979 loss: 2.5979 2022/06/25 23:55:38 - mmengine - INFO - Epoch(train) [45][2040/3757] lr: 8.597e-03 eta: 1 day, 13:10:01 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 5.2381 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8400 loss: 2.8400 2022/06/25 23:55:44 - mmengine - INFO - Epoch(train) [45][2060/3757] lr: 8.597e-03 eta: 1 day, 13:09:56 time: 0.266 data_time: 0.005 memory: 5036 grad_norm: 5.7334 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.9701 loss: 2.9701 2022/06/25 23:55:49 - mmengine - INFO - Epoch(train) [45][2080/3757] lr: 8.597e-03 eta: 1 day, 13:09:50 time: 0.260 data_time: 0.021 memory: 5036 grad_norm: 5.2986 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.0777 loss: 3.0777 2022/06/25 23:55:54 - mmengine - INFO - Epoch(train) [45][2100/3757] lr: 8.597e-03 eta: 1 day, 13:09:47 time: 0.257 data_time: 0.002 memory: 5036 grad_norm: 4.9735 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1386 loss: 3.1386 2022/06/25 23:56:00 - mmengine - INFO - Epoch(train) [45][2120/3757] lr: 8.597e-03 eta: 1 day, 13:09:41 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 5.5238 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1713 loss: 3.1713 2022/06/25 23:56:05 - mmengine - INFO - Epoch(train) [45][2140/3757] lr: 8.597e-03 eta: 1 day, 13:09:36 time: 0.268 data_time: 0.002 memory: 5036 grad_norm: 5.2271 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.8389 loss: 2.8389 2022/06/25 23:56:10 - mmengine - INFO - Epoch(train) [45][2160/3757] lr: 8.597e-03 eta: 1 day, 13:09:31 time: 0.246 data_time: 0.005 memory: 5036 grad_norm: 5.0268 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.8797 loss: 2.8797 2022/06/25 23:56:15 - mmengine - INFO - Epoch(train) [45][2180/3757] lr: 8.597e-03 eta: 1 day, 13:09:25 time: 0.266 data_time: 0.002 memory: 5036 grad_norm: 4.9725 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5259 loss: 2.5259 2022/06/25 23:56:21 - mmengine - INFO - Epoch(train) [45][2200/3757] lr: 8.597e-03 eta: 1 day, 13:09:20 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 5.9165 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1366 loss: 3.1366 2022/06/25 23:56:26 - mmengine - INFO - Epoch(train) [45][2220/3757] lr: 8.597e-03 eta: 1 day, 13:09:15 time: 0.260 data_time: 0.002 memory: 5036 grad_norm: 5.6741 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.8853 loss: 2.8853 2022/06/25 23:56:31 - mmengine - INFO - Epoch(train) [45][2240/3757] lr: 8.597e-03 eta: 1 day, 13:09:09 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 5.1345 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4115 loss: 3.4115 2022/06/25 23:56:36 - mmengine - INFO - Epoch(train) [45][2260/3757] lr: 8.597e-03 eta: 1 day, 13:09:03 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 5.6987 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.8017 loss: 2.8017 2022/06/25 23:56:41 - mmengine - INFO - Epoch(train) [45][2280/3757] lr: 8.597e-03 eta: 1 day, 13:08:58 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 5.3976 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1324 loss: 3.1324 2022/06/25 23:56:47 - mmengine - INFO - Epoch(train) [45][2300/3757] lr: 8.597e-03 eta: 1 day, 13:08:52 time: 0.255 data_time: 0.014 memory: 5036 grad_norm: 5.9049 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2669 loss: 3.2669 2022/06/25 23:56:52 - mmengine - INFO - Epoch(train) [45][2320/3757] lr: 8.597e-03 eta: 1 day, 13:08:47 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 5.9206 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.7906 loss: 2.7906 2022/06/25 23:56:57 - mmengine - INFO - Epoch(train) [45][2340/3757] lr: 8.597e-03 eta: 1 day, 13:08:41 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 6.4424 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.4229 loss: 2.4229 2022/06/25 23:57:02 - mmengine - INFO - Epoch(train) [45][2360/3757] lr: 8.597e-03 eta: 1 day, 13:08:36 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 4.9914 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.4918 loss: 2.4918 2022/06/25 23:57:07 - mmengine - INFO - Epoch(train) [45][2380/3757] lr: 8.597e-03 eta: 1 day, 13:08:30 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 5.3379 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7611 loss: 2.7611 2022/06/25 23:57:13 - mmengine - INFO - Epoch(train) [45][2400/3757] lr: 8.597e-03 eta: 1 day, 13:08:25 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 5.5508 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8040 loss: 2.8040 2022/06/25 23:57:18 - mmengine - INFO - Epoch(train) [45][2420/3757] lr: 8.597e-03 eta: 1 day, 13:08:19 time: 0.259 data_time: 0.005 memory: 5036 grad_norm: 5.7022 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0540 loss: 3.0540 2022/06/25 23:57:23 - mmengine - INFO - Epoch(train) [45][2440/3757] lr: 8.597e-03 eta: 1 day, 13:08:14 time: 0.244 data_time: 0.003 memory: 5036 grad_norm: 5.4027 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 2.7062 loss: 2.7062 2022/06/25 23:57:28 - mmengine - INFO - Epoch(train) [45][2460/3757] lr: 8.597e-03 eta: 1 day, 13:08:08 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 7.4334 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.5508 loss: 2.5508 2022/06/25 23:57:33 - mmengine - INFO - Epoch(train) [45][2480/3757] lr: 8.597e-03 eta: 1 day, 13:08:03 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 6.0294 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8208 loss: 2.8208 2022/06/25 23:57:39 - mmengine - INFO - Epoch(train) [45][2500/3757] lr: 8.597e-03 eta: 1 day, 13:07:57 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 6.0721 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8356 loss: 2.8356 2022/06/25 23:57:44 - mmengine - INFO - Epoch(train) [45][2520/3757] lr: 8.597e-03 eta: 1 day, 13:07:52 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 6.3145 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.9526 loss: 2.9526 2022/06/25 23:57:49 - mmengine - INFO - Epoch(train) [45][2540/3757] lr: 8.597e-03 eta: 1 day, 13:07:46 time: 0.246 data_time: 0.008 memory: 5036 grad_norm: 5.8629 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9255 loss: 2.9255 2022/06/25 23:57:54 - mmengine - INFO - Epoch(train) [45][2560/3757] lr: 8.597e-03 eta: 1 day, 13:07:41 time: 0.251 data_time: 0.005 memory: 5036 grad_norm: 6.1162 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.0060 loss: 3.0060 2022/06/25 23:57:59 - mmengine - INFO - Epoch(train) [45][2580/3757] lr: 8.597e-03 eta: 1 day, 13:07:36 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 5.9634 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.0252 loss: 3.0252 2022/06/25 23:58:05 - mmengine - INFO - Epoch(train) [45][2600/3757] lr: 8.597e-03 eta: 1 day, 13:07:30 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 5.1923 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.7893 loss: 2.7893 2022/06/25 23:58:10 - mmengine - INFO - Epoch(train) [45][2620/3757] lr: 8.597e-03 eta: 1 day, 13:07:25 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 5.3308 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9708 loss: 2.9708 2022/06/25 23:58:15 - mmengine - INFO - Epoch(train) [45][2640/3757] lr: 8.597e-03 eta: 1 day, 13:07:20 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 5.7074 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7830 loss: 2.7830 2022/06/25 23:58:21 - mmengine - INFO - Epoch(train) [45][2660/3757] lr: 8.597e-03 eta: 1 day, 13:07:15 time: 0.269 data_time: 0.002 memory: 5036 grad_norm: 5.9659 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9052 loss: 2.9052 2022/06/25 23:58:26 - mmengine - INFO - Epoch(train) [45][2680/3757] lr: 8.597e-03 eta: 1 day, 13:07:10 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 5.5786 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.7709 loss: 2.7709 2022/06/25 23:58:29 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/25 23:58:31 - mmengine - INFO - Epoch(train) [45][2700/3757] lr: 8.597e-03 eta: 1 day, 13:07:04 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 5.2719 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9448 loss: 2.9448 2022/06/25 23:58:36 - mmengine - INFO - Epoch(train) [45][2720/3757] lr: 8.597e-03 eta: 1 day, 13:06:59 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 5.6754 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.5092 loss: 2.5092 2022/06/25 23:58:41 - mmengine - INFO - Epoch(train) [45][2740/3757] lr: 8.597e-03 eta: 1 day, 13:06:53 time: 0.257 data_time: 0.002 memory: 5036 grad_norm: 5.8156 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1013 loss: 3.1013 2022/06/25 23:58:47 - mmengine - INFO - Epoch(train) [45][2760/3757] lr: 8.597e-03 eta: 1 day, 13:06:48 time: 0.247 data_time: 0.006 memory: 5036 grad_norm: 5.6411 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9151 loss: 2.9151 2022/06/25 23:58:52 - mmengine - INFO - Epoch(train) [45][2780/3757] lr: 8.597e-03 eta: 1 day, 13:06:43 time: 0.368 data_time: 0.012 memory: 5036 grad_norm: 6.5133 top1_acc: 0.0000 top5_acc: 0.7500 loss_cls: 3.5366 loss: 3.5366 2022/06/25 23:58:57 - mmengine - INFO - Epoch(train) [45][2800/3757] lr: 8.597e-03 eta: 1 day, 13:06:37 time: 0.262 data_time: 0.005 memory: 5036 grad_norm: 5.4814 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1146 loss: 3.1146 2022/06/25 23:59:03 - mmengine - INFO - Epoch(train) [45][2820/3757] lr: 8.597e-03 eta: 1 day, 13:06:32 time: 0.261 data_time: 0.002 memory: 5036 grad_norm: 5.6000 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.6686 loss: 2.6686 2022/06/25 23:59:08 - mmengine - INFO - Epoch(train) [45][2840/3757] lr: 8.597e-03 eta: 1 day, 13:06:27 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 5.7878 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0171 loss: 3.0171 2022/06/25 23:59:14 - mmengine - INFO - Epoch(train) [45][2860/3757] lr: 8.597e-03 eta: 1 day, 13:06:24 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 6.0429 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6832 loss: 2.6832 2022/06/25 23:59:19 - mmengine - INFO - Epoch(train) [45][2880/3757] lr: 8.597e-03 eta: 1 day, 13:06:18 time: 0.262 data_time: 0.005 memory: 5036 grad_norm: 4.2171 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8449 loss: 2.8449 2022/06/25 23:59:24 - mmengine - INFO - Epoch(train) [45][2900/3757] lr: 8.597e-03 eta: 1 day, 13:06:13 time: 0.258 data_time: 0.008 memory: 5036 grad_norm: 5.7140 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4121 loss: 2.4121 2022/06/25 23:59:29 - mmengine - INFO - Epoch(train) [45][2920/3757] lr: 8.597e-03 eta: 1 day, 13:06:07 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 6.5400 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.1470 loss: 3.1470 2022/06/25 23:59:34 - mmengine - INFO - Epoch(train) [45][2940/3757] lr: 8.597e-03 eta: 1 day, 13:06:02 time: 0.252 data_time: 0.005 memory: 5036 grad_norm: 4.7608 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.5680 loss: 2.5680 2022/06/25 23:59:40 - mmengine - INFO - Epoch(train) [45][2960/3757] lr: 8.597e-03 eta: 1 day, 13:05:56 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 5.5259 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7421 loss: 2.7421 2022/06/25 23:59:45 - mmengine - INFO - Epoch(train) [45][2980/3757] lr: 8.597e-03 eta: 1 day, 13:05:51 time: 0.253 data_time: 0.010 memory: 5036 grad_norm: 5.3862 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8644 loss: 2.8644 2022/06/25 23:59:50 - mmengine - INFO - Epoch(train) [45][3000/3757] lr: 8.597e-03 eta: 1 day, 13:05:45 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 5.9313 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7978 loss: 2.7978 2022/06/25 23:59:55 - mmengine - INFO - Epoch(train) [45][3020/3757] lr: 8.597e-03 eta: 1 day, 13:05:40 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 5.9988 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 2.6765 loss: 2.6765 2022/06/26 00:00:00 - mmengine - INFO - Epoch(train) [45][3040/3757] lr: 8.597e-03 eta: 1 day, 13:05:34 time: 0.248 data_time: 0.009 memory: 5036 grad_norm: 5.6593 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.5564 loss: 2.5564 2022/06/26 00:00:07 - mmengine - INFO - Epoch(train) [45][3060/3757] lr: 8.597e-03 eta: 1 day, 13:05:34 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 5.0323 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7428 loss: 2.7428 2022/06/26 00:00:13 - mmengine - INFO - Epoch(train) [45][3080/3757] lr: 8.597e-03 eta: 1 day, 13:05:28 time: 0.245 data_time: 0.003 memory: 5036 grad_norm: 5.7989 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.4720 loss: 2.4720 2022/06/26 00:00:18 - mmengine - INFO - Epoch(train) [45][3100/3757] lr: 8.597e-03 eta: 1 day, 13:05:23 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 5.0505 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7059 loss: 2.7059 2022/06/26 00:00:23 - mmengine - INFO - Epoch(train) [45][3120/3757] lr: 8.597e-03 eta: 1 day, 13:05:19 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 5.4511 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2770 loss: 3.2770 2022/06/26 00:00:28 - mmengine - INFO - Epoch(train) [45][3140/3757] lr: 8.597e-03 eta: 1 day, 13:05:13 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 5.9222 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.9169 loss: 2.9169 2022/06/26 00:00:33 - mmengine - INFO - Epoch(train) [45][3160/3757] lr: 8.597e-03 eta: 1 day, 13:05:07 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 6.1549 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.0665 loss: 3.0665 2022/06/26 00:00:38 - mmengine - INFO - Epoch(train) [45][3180/3757] lr: 8.597e-03 eta: 1 day, 13:05:01 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 5.3985 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0604 loss: 3.0604 2022/06/26 00:00:44 - mmengine - INFO - Epoch(train) [45][3200/3757] lr: 8.597e-03 eta: 1 day, 13:04:57 time: 0.250 data_time: 0.005 memory: 5036 grad_norm: 5.7987 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8484 loss: 2.8484 2022/06/26 00:00:49 - mmengine - INFO - Epoch(train) [45][3220/3757] lr: 8.597e-03 eta: 1 day, 13:04:51 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 5.7844 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0474 loss: 3.0474 2022/06/26 00:00:54 - mmengine - INFO - Epoch(train) [45][3240/3757] lr: 8.597e-03 eta: 1 day, 13:04:45 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 5.8378 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.0694 loss: 3.0694 2022/06/26 00:00:59 - mmengine - INFO - Epoch(train) [45][3260/3757] lr: 8.597e-03 eta: 1 day, 13:04:39 time: 0.247 data_time: 0.008 memory: 5036 grad_norm: 4.9560 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7684 loss: 2.7684 2022/06/26 00:01:05 - mmengine - INFO - Epoch(train) [45][3280/3757] lr: 8.597e-03 eta: 1 day, 13:04:35 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 5.4408 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6708 loss: 2.6708 2022/06/26 00:01:10 - mmengine - INFO - Epoch(train) [45][3300/3757] lr: 8.597e-03 eta: 1 day, 13:04:29 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 5.9980 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0293 loss: 3.0293 2022/06/26 00:01:15 - mmengine - INFO - Epoch(train) [45][3320/3757] lr: 8.597e-03 eta: 1 day, 13:04:24 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 5.1772 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7751 loss: 2.7751 2022/06/26 00:01:20 - mmengine - INFO - Epoch(train) [45][3340/3757] lr: 8.597e-03 eta: 1 day, 13:04:18 time: 0.250 data_time: 0.005 memory: 5036 grad_norm: 5.0834 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1609 loss: 3.1609 2022/06/26 00:01:25 - mmengine - INFO - Epoch(train) [45][3360/3757] lr: 8.597e-03 eta: 1 day, 13:04:12 time: 0.253 data_time: 0.008 memory: 5036 grad_norm: 6.0918 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.1426 loss: 3.1426 2022/06/26 00:01:31 - mmengine - INFO - Epoch(train) [45][3380/3757] lr: 8.597e-03 eta: 1 day, 13:04:07 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 5.2121 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1508 loss: 3.1508 2022/06/26 00:01:36 - mmengine - INFO - Epoch(train) [45][3400/3757] lr: 8.597e-03 eta: 1 day, 13:04:01 time: 0.249 data_time: 0.005 memory: 5036 grad_norm: 5.4598 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.9063 loss: 2.9063 2022/06/26 00:01:41 - mmengine - INFO - Epoch(train) [45][3420/3757] lr: 8.597e-03 eta: 1 day, 13:03:55 time: 0.251 data_time: 0.005 memory: 5036 grad_norm: 4.9281 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.8387 loss: 2.8387 2022/06/26 00:01:46 - mmengine - INFO - Epoch(train) [45][3440/3757] lr: 8.597e-03 eta: 1 day, 13:03:50 time: 0.257 data_time: 0.002 memory: 5036 grad_norm: 5.3971 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.0219 loss: 3.0219 2022/06/26 00:01:51 - mmengine - INFO - Epoch(train) [45][3460/3757] lr: 8.597e-03 eta: 1 day, 13:03:44 time: 0.251 data_time: 0.011 memory: 5036 grad_norm: 6.0555 top1_acc: 0.0000 top5_acc: 0.6250 loss_cls: 2.7577 loss: 2.7577 2022/06/26 00:01:56 - mmengine - INFO - Epoch(train) [45][3480/3757] lr: 8.597e-03 eta: 1 day, 13:03:38 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 5.4398 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0860 loss: 3.0860 2022/06/26 00:02:01 - mmengine - INFO - Epoch(train) [45][3500/3757] lr: 8.597e-03 eta: 1 day, 13:03:33 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 5.5062 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.0801 loss: 3.0801 2022/06/26 00:02:07 - mmengine - INFO - Epoch(train) [45][3520/3757] lr: 8.597e-03 eta: 1 day, 13:03:28 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 5.5898 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 3.1248 loss: 3.1248 2022/06/26 00:02:12 - mmengine - INFO - Epoch(train) [45][3540/3757] lr: 8.597e-03 eta: 1 day, 13:03:22 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 5.6777 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.7118 loss: 2.7118 2022/06/26 00:02:17 - mmengine - INFO - Epoch(train) [45][3560/3757] lr: 8.597e-03 eta: 1 day, 13:03:17 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 5.5386 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7601 loss: 2.7601 2022/06/26 00:02:22 - mmengine - INFO - Epoch(train) [45][3580/3757] lr: 8.597e-03 eta: 1 day, 13:03:11 time: 0.446 data_time: 0.008 memory: 5036 grad_norm: 6.3413 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.8640 loss: 2.8640 2022/06/26 00:02:28 - mmengine - INFO - Epoch(train) [45][3600/3757] lr: 8.597e-03 eta: 1 day, 13:03:06 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 5.5444 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1702 loss: 3.1702 2022/06/26 00:02:33 - mmengine - INFO - Epoch(train) [45][3620/3757] lr: 8.597e-03 eta: 1 day, 13:03:00 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 5.7466 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.2568 loss: 3.2568 2022/06/26 00:02:38 - mmengine - INFO - Epoch(train) [45][3640/3757] lr: 8.597e-03 eta: 1 day, 13:02:55 time: 0.269 data_time: 0.003 memory: 5036 grad_norm: 5.8924 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.0180 loss: 3.0180 2022/06/26 00:02:43 - mmengine - INFO - Epoch(train) [45][3660/3757] lr: 8.597e-03 eta: 1 day, 13:02:50 time: 0.258 data_time: 0.013 memory: 5036 grad_norm: 5.3392 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8803 loss: 2.8803 2022/06/26 00:02:48 - mmengine - INFO - Epoch(train) [45][3680/3757] lr: 8.597e-03 eta: 1 day, 13:02:44 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 6.0100 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8253 loss: 2.8253 2022/06/26 00:02:51 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 00:02:53 - mmengine - INFO - Epoch(train) [45][3700/3757] lr: 8.597e-03 eta: 1 day, 13:02:38 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 5.2272 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1110 loss: 3.1110 2022/06/26 00:02:59 - mmengine - INFO - Epoch(train) [45][3720/3757] lr: 8.597e-03 eta: 1 day, 13:02:33 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 6.0784 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1430 loss: 3.1430 2022/06/26 00:03:04 - mmengine - INFO - Epoch(train) [45][3740/3757] lr: 8.597e-03 eta: 1 day, 13:02:27 time: 0.263 data_time: 0.008 memory: 5036 grad_norm: 5.5691 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7512 loss: 2.7512 2022/06/26 00:03:08 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 00:03:08 - mmengine - INFO - Saving checkpoint at 45 epochs 2022/06/26 00:03:20 - mmengine - INFO - Epoch(val) [45][20/310] eta: 0:01:45 time: 0.108 data_time: 0.007 memory: 5036 2022/06/26 00:03:25 - mmengine - INFO - Epoch(val) [45][40/310] eta: 0:01:35 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 00:03:30 - mmengine - INFO - Epoch(val) [45][60/310] eta: 0:00:26 time: 0.108 data_time: 0.001 memory: 1723 2022/06/26 00:03:34 - mmengine - INFO - Epoch(val) [45][80/310] eta: 0:00:24 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 00:03:41 - mmengine - INFO - Epoch(val) [45][100/310] eta: 0:01:10 time: 0.112 data_time: 0.005 memory: 1723 2022/06/26 00:03:46 - mmengine - INFO - Epoch(val) [45][120/310] eta: 0:01:11 time: 0.103 data_time: 0.002 memory: 1723 2022/06/26 00:03:51 - mmengine - INFO - Epoch(val) [45][140/310] eta: 0:00:17 time: 0.107 data_time: 0.005 memory: 1723 2022/06/26 00:03:55 - mmengine - INFO - Epoch(val) [45][160/310] eta: 0:00:15 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 00:04:03 - mmengine - INFO - Epoch(val) [45][180/310] eta: 0:00:47 time: 0.462 data_time: 0.359 memory: 1723 2022/06/26 00:04:07 - mmengine - INFO - Epoch(val) [45][200/310] eta: 0:00:35 time: 0.110 data_time: 0.001 memory: 1723 2022/06/26 00:04:12 - mmengine - INFO - Epoch(val) [45][220/310] eta: 0:00:09 time: 0.106 data_time: 0.004 memory: 1723 2022/06/26 00:04:16 - mmengine - INFO - Epoch(val) [45][240/310] eta: 0:00:07 time: 0.103 data_time: 0.002 memory: 1723 2022/06/26 00:04:23 - mmengine - INFO - Epoch(val) [45][260/310] eta: 0:00:17 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 00:04:28 - mmengine - INFO - Epoch(val) [45][280/310] eta: 0:00:10 time: 0.104 data_time: 0.001 memory: 1723 2022/06/26 00:04:30 - mmengine - INFO - Epoch(val) [45][300/310] eta: 0:00:01 time: 0.107 data_time: 0.001 memory: 1723 2022/06/26 00:04:32 - mmengine - INFO - Epoch(val) [45][310/310] acc/top1: 0.4361 acc/top5: 0.6996 acc/mean1: 0.4360 2022/06/26 00:04:42 - mmengine - INFO - Epoch(train) [46][20/3757] lr: 8.536e-03 eta: 1 day, 13:02:25 time: 0.268 data_time: 0.002 memory: 5036 grad_norm: 5.7520 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0059 loss: 3.0059 2022/06/26 00:04:47 - mmengine - INFO - Epoch(train) [46][40/3757] lr: 8.536e-03 eta: 1 day, 13:02:20 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 5.4058 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4829 loss: 3.4829 2022/06/26 00:04:53 - mmengine - INFO - Epoch(train) [46][60/3757] lr: 8.536e-03 eta: 1 day, 13:02:14 time: 0.258 data_time: 0.002 memory: 5036 grad_norm: 5.7531 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.2008 loss: 3.2008 2022/06/26 00:04:58 - mmengine - INFO - Epoch(train) [46][80/3757] lr: 8.536e-03 eta: 1 day, 13:02:10 time: 0.245 data_time: 0.004 memory: 5036 grad_norm: 5.6751 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.8110 loss: 2.8110 2022/06/26 00:05:04 - mmengine - INFO - Epoch(train) [46][100/3757] lr: 8.536e-03 eta: 1 day, 13:02:06 time: 0.274 data_time: 0.003 memory: 5036 grad_norm: 4.9303 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2571 loss: 3.2571 2022/06/26 00:05:09 - mmengine - INFO - Epoch(train) [46][120/3757] lr: 8.536e-03 eta: 1 day, 13:02:01 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.3670 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.0635 loss: 3.0635 2022/06/26 00:05:14 - mmengine - INFO - Epoch(train) [46][140/3757] lr: 8.536e-03 eta: 1 day, 13:01:55 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 5.8413 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9227 loss: 2.9227 2022/06/26 00:05:19 - mmengine - INFO - Epoch(train) [46][160/3757] lr: 8.536e-03 eta: 1 day, 13:01:49 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 5.4668 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.9489 loss: 2.9489 2022/06/26 00:05:25 - mmengine - INFO - Epoch(train) [46][180/3757] lr: 8.536e-03 eta: 1 day, 13:01:44 time: 0.277 data_time: 0.003 memory: 5036 grad_norm: 5.8891 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8894 loss: 2.8894 2022/06/26 00:05:30 - mmengine - INFO - Epoch(train) [46][200/3757] lr: 8.536e-03 eta: 1 day, 13:01:39 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 6.2395 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.7135 loss: 2.7135 2022/06/26 00:05:36 - mmengine - INFO - Epoch(train) [46][220/3757] lr: 8.536e-03 eta: 1 day, 13:01:35 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 5.9452 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0501 loss: 3.0501 2022/06/26 00:05:41 - mmengine - INFO - Epoch(train) [46][240/3757] lr: 8.536e-03 eta: 1 day, 13:01:29 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 5.3138 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5952 loss: 2.5952 2022/06/26 00:05:46 - mmengine - INFO - Epoch(train) [46][260/3757] lr: 8.536e-03 eta: 1 day, 13:01:24 time: 0.274 data_time: 0.003 memory: 5036 grad_norm: 5.3840 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.7805 loss: 2.7805 2022/06/26 00:05:51 - mmengine - INFO - Epoch(train) [46][280/3757] lr: 8.536e-03 eta: 1 day, 13:01:19 time: 0.255 data_time: 0.012 memory: 5036 grad_norm: 5.7817 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.5191 loss: 2.5191 2022/06/26 00:05:56 - mmengine - INFO - Epoch(train) [46][300/3757] lr: 8.536e-03 eta: 1 day, 13:01:13 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 5.6529 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8941 loss: 2.8941 2022/06/26 00:06:02 - mmengine - INFO - Epoch(train) [46][320/3757] lr: 8.536e-03 eta: 1 day, 13:01:08 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 5.2008 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1747 loss: 3.1747 2022/06/26 00:06:07 - mmengine - INFO - Epoch(train) [46][340/3757] lr: 8.536e-03 eta: 1 day, 13:01:02 time: 0.267 data_time: 0.003 memory: 5036 grad_norm: 5.5472 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5734 loss: 2.5734 2022/06/26 00:06:12 - mmengine - INFO - Epoch(train) [46][360/3757] lr: 8.536e-03 eta: 1 day, 13:00:57 time: 0.273 data_time: 0.002 memory: 5036 grad_norm: 5.0028 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9560 loss: 2.9560 2022/06/26 00:06:18 - mmengine - INFO - Epoch(train) [46][380/3757] lr: 8.536e-03 eta: 1 day, 13:00:52 time: 0.263 data_time: 0.002 memory: 5036 grad_norm: 5.8947 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.1583 loss: 3.1583 2022/06/26 00:06:23 - mmengine - INFO - Epoch(train) [46][400/3757] lr: 8.536e-03 eta: 1 day, 13:00:47 time: 0.257 data_time: 0.015 memory: 5036 grad_norm: 5.1216 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9279 loss: 2.9279 2022/06/26 00:06:28 - mmengine - INFO - Epoch(train) [46][420/3757] lr: 8.536e-03 eta: 1 day, 13:00:42 time: 0.272 data_time: 0.003 memory: 5036 grad_norm: 5.8235 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.9173 loss: 2.9173 2022/06/26 00:06:33 - mmengine - INFO - Epoch(train) [46][440/3757] lr: 8.536e-03 eta: 1 day, 13:00:36 time: 0.253 data_time: 0.011 memory: 5036 grad_norm: 6.0220 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 2.8560 loss: 2.8560 2022/06/26 00:06:39 - mmengine - INFO - Epoch(train) [46][460/3757] lr: 8.536e-03 eta: 1 day, 13:00:31 time: 0.245 data_time: 0.003 memory: 5036 grad_norm: 5.0902 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.7749 loss: 2.7749 2022/06/26 00:06:44 - mmengine - INFO - Epoch(train) [46][480/3757] lr: 8.536e-03 eta: 1 day, 13:00:25 time: 0.246 data_time: 0.005 memory: 5036 grad_norm: 5.5636 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4653 loss: 2.4653 2022/06/26 00:06:49 - mmengine - INFO - Epoch(train) [46][500/3757] lr: 8.536e-03 eta: 1 day, 13:00:20 time: 0.272 data_time: 0.003 memory: 5036 grad_norm: 4.9967 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0705 loss: 3.0705 2022/06/26 00:06:54 - mmengine - INFO - Epoch(train) [46][520/3757] lr: 8.536e-03 eta: 1 day, 13:00:15 time: 0.268 data_time: 0.002 memory: 5036 grad_norm: 5.5255 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.3079 loss: 2.3079 2022/06/26 00:06:59 - mmengine - INFO - Epoch(train) [46][540/3757] lr: 8.536e-03 eta: 1 day, 13:00:09 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 6.2011 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.6932 loss: 2.6932 2022/06/26 00:07:05 - mmengine - INFO - Epoch(train) [46][560/3757] lr: 8.536e-03 eta: 1 day, 13:00:04 time: 0.249 data_time: 0.011 memory: 5036 grad_norm: 5.6896 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7671 loss: 2.7671 2022/06/26 00:07:10 - mmengine - INFO - Epoch(train) [46][580/3757] lr: 8.536e-03 eta: 1 day, 13:00:00 time: 0.279 data_time: 0.003 memory: 5036 grad_norm: 5.1784 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.0199 loss: 3.0199 2022/06/26 00:07:16 - mmengine - INFO - Epoch(train) [46][600/3757] lr: 8.536e-03 eta: 1 day, 12:59:55 time: 0.276 data_time: 0.003 memory: 5036 grad_norm: 4.8870 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.8033 loss: 2.8033 2022/06/26 00:07:21 - mmengine - INFO - Epoch(train) [46][620/3757] lr: 8.536e-03 eta: 1 day, 12:59:49 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 5.4738 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.8309 loss: 2.8309 2022/06/26 00:07:26 - mmengine - INFO - Epoch(train) [46][640/3757] lr: 8.536e-03 eta: 1 day, 12:59:44 time: 0.250 data_time: 0.012 memory: 5036 grad_norm: 5.2881 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5125 loss: 2.5125 2022/06/26 00:07:32 - mmengine - INFO - Epoch(train) [46][660/3757] lr: 8.536e-03 eta: 1 day, 12:59:39 time: 0.352 data_time: 0.002 memory: 5036 grad_norm: 5.1008 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.7086 loss: 2.7086 2022/06/26 00:07:37 - mmengine - INFO - Epoch(train) [46][680/3757] lr: 8.536e-03 eta: 1 day, 12:59:35 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 6.6715 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.9586 loss: 2.9586 2022/06/26 00:07:42 - mmengine - INFO - Epoch(train) [46][700/3757] lr: 8.536e-03 eta: 1 day, 12:59:29 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 5.9674 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8459 loss: 2.8459 2022/06/26 00:07:48 - mmengine - INFO - Epoch(train) [46][720/3757] lr: 8.536e-03 eta: 1 day, 12:59:24 time: 0.250 data_time: 0.008 memory: 5036 grad_norm: 6.0573 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.6571 loss: 2.6571 2022/06/26 00:07:53 - mmengine - INFO - Epoch(train) [46][740/3757] lr: 8.536e-03 eta: 1 day, 12:59:19 time: 0.294 data_time: 0.003 memory: 5036 grad_norm: 5.1538 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.8258 loss: 2.8258 2022/06/26 00:07:58 - mmengine - INFO - Epoch(train) [46][760/3757] lr: 8.536e-03 eta: 1 day, 12:59:13 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 6.1707 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7304 loss: 2.7304 2022/06/26 00:08:03 - mmengine - INFO - Epoch(train) [46][780/3757] lr: 8.536e-03 eta: 1 day, 12:59:08 time: 0.263 data_time: 0.002 memory: 5036 grad_norm: 5.1315 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.9814 loss: 2.9814 2022/06/26 00:08:09 - mmengine - INFO - Epoch(train) [46][800/3757] lr: 8.536e-03 eta: 1 day, 12:59:03 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 6.1358 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8349 loss: 2.8349 2022/06/26 00:08:14 - mmengine - INFO - Epoch(train) [46][820/3757] lr: 8.536e-03 eta: 1 day, 12:58:58 time: 0.330 data_time: 0.002 memory: 5036 grad_norm: 5.4208 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6622 loss: 2.6622 2022/06/26 00:08:19 - mmengine - INFO - Epoch(train) [46][840/3757] lr: 8.536e-03 eta: 1 day, 12:58:53 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 6.5324 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 2.5517 loss: 2.5517 2022/06/26 00:08:25 - mmengine - INFO - Epoch(train) [46][860/3757] lr: 8.536e-03 eta: 1 day, 12:58:48 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 5.7650 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.0308 loss: 2.0308 2022/06/26 00:08:30 - mmengine - INFO - Epoch(train) [46][880/3757] lr: 8.536e-03 eta: 1 day, 12:58:43 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 5.0700 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.8264 loss: 2.8264 2022/06/26 00:08:35 - mmengine - INFO - Epoch(train) [46][900/3757] lr: 8.536e-03 eta: 1 day, 12:58:38 time: 0.269 data_time: 0.002 memory: 5036 grad_norm: 6.3523 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7043 loss: 2.7043 2022/06/26 00:08:41 - mmengine - INFO - Epoch(train) [46][920/3757] lr: 8.536e-03 eta: 1 day, 12:58:33 time: 0.269 data_time: 0.003 memory: 5036 grad_norm: 5.4174 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9575 loss: 2.9575 2022/06/26 00:08:45 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 00:08:46 - mmengine - INFO - Epoch(train) [46][940/3757] lr: 8.536e-03 eta: 1 day, 12:58:27 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 5.2101 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6352 loss: 2.6352 2022/06/26 00:08:51 - mmengine - INFO - Epoch(train) [46][960/3757] lr: 8.536e-03 eta: 1 day, 12:58:21 time: 0.257 data_time: 0.008 memory: 5036 grad_norm: 5.2315 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6099 loss: 2.6099 2022/06/26 00:08:57 - mmengine - INFO - Epoch(train) [46][980/3757] lr: 8.536e-03 eta: 1 day, 12:58:17 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 5.3474 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8882 loss: 2.8882 2022/06/26 00:09:02 - mmengine - INFO - Epoch(train) [46][1000/3757] lr: 8.536e-03 eta: 1 day, 12:58:12 time: 0.264 data_time: 0.002 memory: 5036 grad_norm: 5.1781 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.0695 loss: 3.0695 2022/06/26 00:09:07 - mmengine - INFO - Epoch(train) [46][1020/3757] lr: 8.536e-03 eta: 1 day, 12:58:06 time: 0.246 data_time: 0.007 memory: 5036 grad_norm: 5.3320 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.6859 loss: 2.6859 2022/06/26 00:09:12 - mmengine - INFO - Epoch(train) [46][1040/3757] lr: 8.536e-03 eta: 1 day, 12:58:00 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 5.3227 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5611 loss: 2.5611 2022/06/26 00:09:17 - mmengine - INFO - Epoch(train) [46][1060/3757] lr: 8.536e-03 eta: 1 day, 12:57:55 time: 0.261 data_time: 0.002 memory: 5036 grad_norm: 5.5679 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0689 loss: 3.0689 2022/06/26 00:09:22 - mmengine - INFO - Epoch(train) [46][1080/3757] lr: 8.536e-03 eta: 1 day, 12:57:49 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 5.9205 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5794 loss: 2.5794 2022/06/26 00:09:27 - mmengine - INFO - Epoch(train) [46][1100/3757] lr: 8.536e-03 eta: 1 day, 12:57:44 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 5.3777 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3449 loss: 2.3449 2022/06/26 00:09:33 - mmengine - INFO - Epoch(train) [46][1120/3757] lr: 8.536e-03 eta: 1 day, 12:57:38 time: 0.258 data_time: 0.013 memory: 5036 grad_norm: 6.0279 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.8201 loss: 2.8201 2022/06/26 00:09:38 - mmengine - INFO - Epoch(train) [46][1140/3757] lr: 8.536e-03 eta: 1 day, 12:57:33 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 5.7983 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.9107 loss: 2.9107 2022/06/26 00:09:43 - mmengine - INFO - Epoch(train) [46][1160/3757] lr: 8.536e-03 eta: 1 day, 12:57:28 time: 0.310 data_time: 0.003 memory: 5036 grad_norm: 5.5244 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.6035 loss: 2.6035 2022/06/26 00:09:48 - mmengine - INFO - Epoch(train) [46][1180/3757] lr: 8.536e-03 eta: 1 day, 12:57:22 time: 0.257 data_time: 0.012 memory: 5036 grad_norm: 5.7014 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7842 loss: 2.7842 2022/06/26 00:09:54 - mmengine - INFO - Epoch(train) [46][1200/3757] lr: 8.536e-03 eta: 1 day, 12:57:17 time: 0.261 data_time: 0.019 memory: 5036 grad_norm: 5.2257 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1706 loss: 3.1706 2022/06/26 00:09:59 - mmengine - INFO - Epoch(train) [46][1220/3757] lr: 8.536e-03 eta: 1 day, 12:57:12 time: 0.271 data_time: 0.002 memory: 5036 grad_norm: 5.2033 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6895 loss: 2.6895 2022/06/26 00:10:04 - mmengine - INFO - Epoch(train) [46][1240/3757] lr: 8.536e-03 eta: 1 day, 12:57:06 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.1543 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.0843 loss: 3.0843 2022/06/26 00:10:10 - mmengine - INFO - Epoch(train) [46][1260/3757] lr: 8.536e-03 eta: 1 day, 12:57:01 time: 0.248 data_time: 0.008 memory: 5036 grad_norm: 6.1001 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.4040 loss: 2.4040 2022/06/26 00:10:15 - mmengine - INFO - Epoch(train) [46][1280/3757] lr: 8.536e-03 eta: 1 day, 12:56:56 time: 0.256 data_time: 0.016 memory: 5036 grad_norm: 7.1615 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 2.9150 loss: 2.9150 2022/06/26 00:10:20 - mmengine - INFO - Epoch(train) [46][1300/3757] lr: 8.536e-03 eta: 1 day, 12:56:50 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 5.7311 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9282 loss: 2.9282 2022/06/26 00:10:25 - mmengine - INFO - Epoch(train) [46][1320/3757] lr: 8.536e-03 eta: 1 day, 12:56:45 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 5.3989 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.7669 loss: 2.7669 2022/06/26 00:10:30 - mmengine - INFO - Epoch(train) [46][1340/3757] lr: 8.536e-03 eta: 1 day, 12:56:39 time: 0.252 data_time: 0.005 memory: 5036 grad_norm: 5.1353 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.9241 loss: 2.9241 2022/06/26 00:10:35 - mmengine - INFO - Epoch(train) [46][1360/3757] lr: 8.536e-03 eta: 1 day, 12:56:34 time: 0.251 data_time: 0.014 memory: 5036 grad_norm: 5.7479 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.2673 loss: 3.2673 2022/06/26 00:10:41 - mmengine - INFO - Epoch(train) [46][1380/3757] lr: 8.536e-03 eta: 1 day, 12:56:28 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 5.1545 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.8749 loss: 2.8749 2022/06/26 00:10:46 - mmengine - INFO - Epoch(train) [46][1400/3757] lr: 8.536e-03 eta: 1 day, 12:56:22 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 5.3251 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.0452 loss: 3.0452 2022/06/26 00:10:51 - mmengine - INFO - Epoch(train) [46][1420/3757] lr: 8.536e-03 eta: 1 day, 12:56:17 time: 0.256 data_time: 0.005 memory: 5036 grad_norm: 5.2027 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3831 loss: 2.3831 2022/06/26 00:10:56 - mmengine - INFO - Epoch(train) [46][1440/3757] lr: 8.536e-03 eta: 1 day, 12:56:11 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 5.7109 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.1606 loss: 2.1606 2022/06/26 00:11:01 - mmengine - INFO - Epoch(train) [46][1460/3757] lr: 8.536e-03 eta: 1 day, 12:56:06 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 5.9136 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8880 loss: 2.8880 2022/06/26 00:11:06 - mmengine - INFO - Epoch(train) [46][1480/3757] lr: 8.536e-03 eta: 1 day, 12:56:00 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 5.5655 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.6764 loss: 2.6764 2022/06/26 00:11:12 - mmengine - INFO - Epoch(train) [46][1500/3757] lr: 8.536e-03 eta: 1 day, 12:55:55 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 6.1184 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9291 loss: 2.9291 2022/06/26 00:11:17 - mmengine - INFO - Epoch(train) [46][1520/3757] lr: 8.536e-03 eta: 1 day, 12:55:49 time: 0.256 data_time: 0.002 memory: 5036 grad_norm: 5.1367 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.7419 loss: 2.7419 2022/06/26 00:11:22 - mmengine - INFO - Epoch(train) [46][1540/3757] lr: 8.536e-03 eta: 1 day, 12:55:44 time: 0.243 data_time: 0.003 memory: 5036 grad_norm: 5.5811 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.9741 loss: 2.9741 2022/06/26 00:11:27 - mmengine - INFO - Epoch(train) [46][1560/3757] lr: 8.536e-03 eta: 1 day, 12:55:38 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 5.1965 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9337 loss: 2.9337 2022/06/26 00:11:32 - mmengine - INFO - Epoch(train) [46][1580/3757] lr: 8.536e-03 eta: 1 day, 12:55:33 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 5.6892 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.7715 loss: 2.7715 2022/06/26 00:11:38 - mmengine - INFO - Epoch(train) [46][1600/3757] lr: 8.536e-03 eta: 1 day, 12:55:28 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 5.3540 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.1768 loss: 3.1768 2022/06/26 00:11:43 - mmengine - INFO - Epoch(train) [46][1620/3757] lr: 8.536e-03 eta: 1 day, 12:55:23 time: 0.302 data_time: 0.003 memory: 5036 grad_norm: 5.5795 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.8370 loss: 2.8370 2022/06/26 00:11:48 - mmengine - INFO - Epoch(train) [46][1640/3757] lr: 8.536e-03 eta: 1 day, 12:55:18 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 5.3323 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0529 loss: 3.0529 2022/06/26 00:11:54 - mmengine - INFO - Epoch(train) [46][1660/3757] lr: 8.536e-03 eta: 1 day, 12:55:13 time: 0.247 data_time: 0.008 memory: 5036 grad_norm: 5.4715 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.7959 loss: 2.7959 2022/06/26 00:11:59 - mmengine - INFO - Epoch(train) [46][1680/3757] lr: 8.536e-03 eta: 1 day, 12:55:07 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 5.3877 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.6155 loss: 2.6155 2022/06/26 00:12:04 - mmengine - INFO - Epoch(train) [46][1700/3757] lr: 8.536e-03 eta: 1 day, 12:55:02 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 5.3393 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8862 loss: 2.8862 2022/06/26 00:12:10 - mmengine - INFO - Epoch(train) [46][1720/3757] lr: 8.536e-03 eta: 1 day, 12:54:57 time: 0.257 data_time: 0.002 memory: 5036 grad_norm: 5.2725 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8511 loss: 2.8511 2022/06/26 00:12:16 - mmengine - INFO - Epoch(train) [46][1740/3757] lr: 8.536e-03 eta: 1 day, 12:54:54 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 5.3404 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.9052 loss: 2.9052 2022/06/26 00:12:21 - mmengine - INFO - Epoch(train) [46][1760/3757] lr: 8.536e-03 eta: 1 day, 12:54:48 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 6.6412 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4220 loss: 3.4220 2022/06/26 00:12:26 - mmengine - INFO - Epoch(train) [46][1780/3757] lr: 8.536e-03 eta: 1 day, 12:54:43 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 7.1030 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7919 loss: 2.7919 2022/06/26 00:12:31 - mmengine - INFO - Epoch(train) [46][1800/3757] lr: 8.536e-03 eta: 1 day, 12:54:37 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 5.5339 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.6155 loss: 2.6155 2022/06/26 00:12:37 - mmengine - INFO - Epoch(train) [46][1820/3757] lr: 8.536e-03 eta: 1 day, 12:54:33 time: 0.247 data_time: 0.008 memory: 5036 grad_norm: 6.3807 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.4166 loss: 2.4166 2022/06/26 00:12:42 - mmengine - INFO - Epoch(train) [46][1840/3757] lr: 8.536e-03 eta: 1 day, 12:54:27 time: 0.254 data_time: 0.005 memory: 5036 grad_norm: 5.3984 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.9814 loss: 2.9814 2022/06/26 00:12:47 - mmengine - INFO - Epoch(train) [46][1860/3757] lr: 8.536e-03 eta: 1 day, 12:54:21 time: 0.255 data_time: 0.005 memory: 5036 grad_norm: 5.0655 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 3.2816 loss: 3.2816 2022/06/26 00:12:52 - mmengine - INFO - Epoch(train) [46][1880/3757] lr: 8.536e-03 eta: 1 day, 12:54:16 time: 0.249 data_time: 0.005 memory: 5036 grad_norm: 5.6528 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.9192 loss: 2.9192 2022/06/26 00:12:57 - mmengine - INFO - Epoch(train) [46][1900/3757] lr: 8.536e-03 eta: 1 day, 12:54:10 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 5.8792 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7789 loss: 2.7789 2022/06/26 00:13:02 - mmengine - INFO - Epoch(train) [46][1920/3757] lr: 8.536e-03 eta: 1 day, 12:54:04 time: 0.254 data_time: 0.015 memory: 5036 grad_norm: 5.3048 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0231 loss: 3.0231 2022/06/26 00:13:06 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 00:13:07 - mmengine - INFO - Epoch(train) [46][1940/3757] lr: 8.536e-03 eta: 1 day, 12:53:59 time: 0.257 data_time: 0.002 memory: 5036 grad_norm: 5.9429 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.8990 loss: 2.8990 2022/06/26 00:13:13 - mmengine - INFO - Epoch(train) [46][1960/3757] lr: 8.536e-03 eta: 1 day, 12:53:53 time: 0.250 data_time: 0.005 memory: 5036 grad_norm: 5.9022 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.6979 loss: 2.6979 2022/06/26 00:13:18 - mmengine - INFO - Epoch(train) [46][1980/3757] lr: 8.536e-03 eta: 1 day, 12:53:48 time: 0.246 data_time: 0.008 memory: 5036 grad_norm: 5.0132 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9412 loss: 2.9412 2022/06/26 00:13:23 - mmengine - INFO - Epoch(train) [46][2000/3757] lr: 8.536e-03 eta: 1 day, 12:53:42 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 5.4968 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6021 loss: 2.6021 2022/06/26 00:13:28 - mmengine - INFO - Epoch(train) [46][2020/3757] lr: 8.536e-03 eta: 1 day, 12:53:36 time: 0.248 data_time: 0.008 memory: 5036 grad_norm: 6.0781 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1183 loss: 3.1183 2022/06/26 00:13:33 - mmengine - INFO - Epoch(train) [46][2040/3757] lr: 8.536e-03 eta: 1 day, 12:53:31 time: 0.319 data_time: 0.009 memory: 5036 grad_norm: 5.8630 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5890 loss: 2.5890 2022/06/26 00:13:38 - mmengine - INFO - Epoch(train) [46][2060/3757] lr: 8.536e-03 eta: 1 day, 12:53:25 time: 0.255 data_time: 0.008 memory: 5036 grad_norm: 5.9497 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.8279 loss: 2.8279 2022/06/26 00:13:44 - mmengine - INFO - Epoch(train) [46][2080/3757] lr: 8.536e-03 eta: 1 day, 12:53:20 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 5.6498 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0048 loss: 3.0048 2022/06/26 00:13:49 - mmengine - INFO - Epoch(train) [46][2100/3757] lr: 8.536e-03 eta: 1 day, 12:53:14 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 6.0295 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.0148 loss: 3.0148 2022/06/26 00:13:54 - mmengine - INFO - Epoch(train) [46][2120/3757] lr: 8.536e-03 eta: 1 day, 12:53:09 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 5.0762 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4571 loss: 2.4571 2022/06/26 00:13:59 - mmengine - INFO - Epoch(train) [46][2140/3757] lr: 8.536e-03 eta: 1 day, 12:53:03 time: 0.260 data_time: 0.005 memory: 5036 grad_norm: 5.7421 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.6528 loss: 2.6528 2022/06/26 00:14:04 - mmengine - INFO - Epoch(train) [46][2160/3757] lr: 8.536e-03 eta: 1 day, 12:52:58 time: 0.244 data_time: 0.003 memory: 5036 grad_norm: 5.4027 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.9015 loss: 2.9015 2022/06/26 00:14:09 - mmengine - INFO - Epoch(train) [46][2180/3757] lr: 8.536e-03 eta: 1 day, 12:52:52 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 5.6785 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.5897 loss: 2.5897 2022/06/26 00:14:15 - mmengine - INFO - Epoch(train) [46][2200/3757] lr: 8.536e-03 eta: 1 day, 12:52:46 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 5.0506 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5261 loss: 2.5261 2022/06/26 00:14:20 - mmengine - INFO - Epoch(train) [46][2220/3757] lr: 8.536e-03 eta: 1 day, 12:52:41 time: 0.270 data_time: 0.006 memory: 5036 grad_norm: 5.0563 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.7469 loss: 2.7469 2022/06/26 00:14:25 - mmengine - INFO - Epoch(train) [46][2240/3757] lr: 8.536e-03 eta: 1 day, 12:52:35 time: 0.245 data_time: 0.003 memory: 5036 grad_norm: 5.9375 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.7099 loss: 2.7099 2022/06/26 00:14:30 - mmengine - INFO - Epoch(train) [46][2260/3757] lr: 8.536e-03 eta: 1 day, 12:52:30 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 5.6893 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7643 loss: 2.7643 2022/06/26 00:14:35 - mmengine - INFO - Epoch(train) [46][2280/3757] lr: 8.536e-03 eta: 1 day, 12:52:24 time: 0.249 data_time: 0.008 memory: 5036 grad_norm: 5.7181 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4041 loss: 3.4041 2022/06/26 00:14:40 - mmengine - INFO - Epoch(train) [46][2300/3757] lr: 8.536e-03 eta: 1 day, 12:52:19 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 5.3653 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.3248 loss: 3.3248 2022/06/26 00:14:46 - mmengine - INFO - Epoch(train) [46][2320/3757] lr: 8.536e-03 eta: 1 day, 12:52:13 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 5.6098 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8789 loss: 2.8789 2022/06/26 00:14:51 - mmengine - INFO - Epoch(train) [46][2340/3757] lr: 8.536e-03 eta: 1 day, 12:52:08 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 5.5944 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8130 loss: 2.8130 2022/06/26 00:14:56 - mmengine - INFO - Epoch(train) [46][2360/3757] lr: 8.536e-03 eta: 1 day, 12:52:03 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 5.8780 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.8098 loss: 2.8098 2022/06/26 00:15:01 - mmengine - INFO - Epoch(train) [46][2380/3757] lr: 8.536e-03 eta: 1 day, 12:51:57 time: 0.267 data_time: 0.002 memory: 5036 grad_norm: 5.6436 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.7688 loss: 2.7688 2022/06/26 00:15:07 - mmengine - INFO - Epoch(train) [46][2400/3757] lr: 8.536e-03 eta: 1 day, 12:51:53 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 6.1683 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1317 loss: 3.1317 2022/06/26 00:15:12 - mmengine - INFO - Epoch(train) [46][2420/3757] lr: 8.536e-03 eta: 1 day, 12:51:48 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 5.6622 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7265 loss: 2.7265 2022/06/26 00:15:18 - mmengine - INFO - Epoch(train) [46][2440/3757] lr: 8.536e-03 eta: 1 day, 12:51:44 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 5.3587 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8841 loss: 2.8841 2022/06/26 00:15:23 - mmengine - INFO - Epoch(train) [46][2460/3757] lr: 8.536e-03 eta: 1 day, 12:51:39 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 5.0154 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1418 loss: 3.1418 2022/06/26 00:15:29 - mmengine - INFO - Epoch(train) [46][2480/3757] lr: 8.536e-03 eta: 1 day, 12:51:34 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 5.1219 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0267 loss: 3.0267 2022/06/26 00:15:34 - mmengine - INFO - Epoch(train) [46][2500/3757] lr: 8.536e-03 eta: 1 day, 12:51:28 time: 0.263 data_time: 0.013 memory: 5036 grad_norm: 5.4871 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.0921 loss: 3.0921 2022/06/26 00:15:39 - mmengine - INFO - Epoch(train) [46][2520/3757] lr: 8.536e-03 eta: 1 day, 12:51:23 time: 0.247 data_time: 0.008 memory: 5036 grad_norm: 5.3524 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2311 loss: 3.2311 2022/06/26 00:15:44 - mmengine - INFO - Epoch(train) [46][2540/3757] lr: 8.536e-03 eta: 1 day, 12:51:18 time: 0.265 data_time: 0.002 memory: 5036 grad_norm: 5.7889 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8679 loss: 2.8679 2022/06/26 00:15:50 - mmengine - INFO - Epoch(train) [46][2560/3757] lr: 8.536e-03 eta: 1 day, 12:51:12 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 6.4076 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.9210 loss: 2.9210 2022/06/26 00:15:55 - mmengine - INFO - Epoch(train) [46][2580/3757] lr: 8.536e-03 eta: 1 day, 12:51:08 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 5.0573 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0692 loss: 3.0692 2022/06/26 00:16:00 - mmengine - INFO - Epoch(train) [46][2600/3757] lr: 8.536e-03 eta: 1 day, 12:51:03 time: 0.252 data_time: 0.008 memory: 5036 grad_norm: 5.7694 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.5951 loss: 2.5951 2022/06/26 00:16:06 - mmengine - INFO - Epoch(train) [46][2620/3757] lr: 8.536e-03 eta: 1 day, 12:50:57 time: 0.258 data_time: 0.002 memory: 5036 grad_norm: 5.6914 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5972 loss: 2.5972 2022/06/26 00:16:11 - mmengine - INFO - Epoch(train) [46][2640/3757] lr: 8.536e-03 eta: 1 day, 12:50:52 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 5.3270 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.9894 loss: 2.9894 2022/06/26 00:16:16 - mmengine - INFO - Epoch(train) [46][2660/3757] lr: 8.536e-03 eta: 1 day, 12:50:47 time: 0.245 data_time: 0.005 memory: 5036 grad_norm: 5.3029 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9447 loss: 2.9447 2022/06/26 00:16:21 - mmengine - INFO - Epoch(train) [46][2680/3757] lr: 8.536e-03 eta: 1 day, 12:50:41 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 5.7874 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8816 loss: 2.8816 2022/06/26 00:16:27 - mmengine - INFO - Epoch(train) [46][2700/3757] lr: 8.536e-03 eta: 1 day, 12:50:36 time: 0.278 data_time: 0.002 memory: 5036 grad_norm: 5.8103 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.3583 loss: 3.3583 2022/06/26 00:16:32 - mmengine - INFO - Epoch(train) [46][2720/3757] lr: 8.536e-03 eta: 1 day, 12:50:30 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 5.0778 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8265 loss: 2.8265 2022/06/26 00:16:37 - mmengine - INFO - Epoch(train) [46][2740/3757] lr: 8.536e-03 eta: 1 day, 12:50:25 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 5.3454 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.0775 loss: 3.0775 2022/06/26 00:16:42 - mmengine - INFO - Epoch(train) [46][2760/3757] lr: 8.536e-03 eta: 1 day, 12:50:20 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 5.3344 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.7334 loss: 2.7334 2022/06/26 00:16:48 - mmengine - INFO - Epoch(train) [46][2780/3757] lr: 8.536e-03 eta: 1 day, 12:50:14 time: 0.254 data_time: 0.005 memory: 5036 grad_norm: 5.9135 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.8384 loss: 2.8384 2022/06/26 00:16:53 - mmengine - INFO - Epoch(train) [46][2800/3757] lr: 8.536e-03 eta: 1 day, 12:50:09 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 5.8711 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 3.1177 loss: 3.1177 2022/06/26 00:16:58 - mmengine - INFO - Epoch(train) [46][2820/3757] lr: 8.536e-03 eta: 1 day, 12:50:05 time: 0.256 data_time: 0.017 memory: 5036 grad_norm: 5.3390 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8021 loss: 2.8021 2022/06/26 00:17:04 - mmengine - INFO - Epoch(train) [46][2840/3757] lr: 8.536e-03 eta: 1 day, 12:49:59 time: 0.281 data_time: 0.002 memory: 5036 grad_norm: 5.9192 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.7022 loss: 2.7022 2022/06/26 00:17:09 - mmengine - INFO - Epoch(train) [46][2860/3757] lr: 8.536e-03 eta: 1 day, 12:49:54 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 5.7465 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.8133 loss: 2.8133 2022/06/26 00:17:14 - mmengine - INFO - Epoch(train) [46][2880/3757] lr: 8.536e-03 eta: 1 day, 12:49:49 time: 0.246 data_time: 0.006 memory: 5036 grad_norm: 5.5570 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.3081 loss: 3.3081 2022/06/26 00:17:19 - mmengine - INFO - Epoch(train) [46][2900/3757] lr: 8.536e-03 eta: 1 day, 12:49:43 time: 0.254 data_time: 0.005 memory: 5036 grad_norm: 5.7186 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8714 loss: 2.8714 2022/06/26 00:17:25 - mmengine - INFO - Epoch(train) [46][2920/3757] lr: 8.536e-03 eta: 1 day, 12:49:38 time: 0.248 data_time: 0.007 memory: 5036 grad_norm: 5.0539 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5609 loss: 2.5609 2022/06/26 00:17:29 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 00:17:30 - mmengine - INFO - Epoch(train) [46][2940/3757] lr: 8.536e-03 eta: 1 day, 12:49:33 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 6.2492 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4568 loss: 2.4568 2022/06/26 00:17:35 - mmengine - INFO - Epoch(train) [46][2960/3757] lr: 8.536e-03 eta: 1 day, 12:49:27 time: 0.249 data_time: 0.009 memory: 5036 grad_norm: 5.3967 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7344 loss: 2.7344 2022/06/26 00:17:40 - mmengine - INFO - Epoch(train) [46][2980/3757] lr: 8.536e-03 eta: 1 day, 12:49:22 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 7.0522 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8543 loss: 2.8543 2022/06/26 00:17:46 - mmengine - INFO - Epoch(train) [46][3000/3757] lr: 8.536e-03 eta: 1 day, 12:49:17 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 5.4434 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8849 loss: 2.8849 2022/06/26 00:17:51 - mmengine - INFO - Epoch(train) [46][3020/3757] lr: 8.536e-03 eta: 1 day, 12:49:12 time: 0.275 data_time: 0.006 memory: 5036 grad_norm: 6.3819 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6787 loss: 2.6787 2022/06/26 00:17:56 - mmengine - INFO - Epoch(train) [46][3040/3757] lr: 8.536e-03 eta: 1 day, 12:49:06 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 4.5489 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 2.9164 loss: 2.9164 2022/06/26 00:18:01 - mmengine - INFO - Epoch(train) [46][3060/3757] lr: 8.536e-03 eta: 1 day, 12:49:01 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 5.9552 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5696 loss: 2.5696 2022/06/26 00:18:07 - mmengine - INFO - Epoch(train) [46][3080/3757] lr: 8.536e-03 eta: 1 day, 12:48:56 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 5.0865 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.8677 loss: 2.8677 2022/06/26 00:18:12 - mmengine - INFO - Epoch(train) [46][3100/3757] lr: 8.536e-03 eta: 1 day, 12:48:51 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 6.1112 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.9651 loss: 2.9651 2022/06/26 00:18:17 - mmengine - INFO - Epoch(train) [46][3120/3757] lr: 8.536e-03 eta: 1 day, 12:48:45 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 6.2876 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.0979 loss: 3.0979 2022/06/26 00:18:22 - mmengine - INFO - Epoch(train) [46][3140/3757] lr: 8.536e-03 eta: 1 day, 12:48:39 time: 0.255 data_time: 0.008 memory: 5036 grad_norm: 6.0451 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2058 loss: 3.2058 2022/06/26 00:18:28 - mmengine - INFO - Epoch(train) [46][3160/3757] lr: 8.536e-03 eta: 1 day, 12:48:34 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 6.0306 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6207 loss: 2.6207 2022/06/26 00:18:33 - mmengine - INFO - Epoch(train) [46][3180/3757] lr: 8.536e-03 eta: 1 day, 12:48:28 time: 0.253 data_time: 0.005 memory: 5036 grad_norm: 6.4787 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.9640 loss: 2.9640 2022/06/26 00:18:38 - mmengine - INFO - Epoch(train) [46][3200/3757] lr: 8.536e-03 eta: 1 day, 12:48:23 time: 0.257 data_time: 0.002 memory: 5036 grad_norm: 5.4684 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7029 loss: 2.7029 2022/06/26 00:18:43 - mmengine - INFO - Epoch(train) [46][3220/3757] lr: 8.536e-03 eta: 1 day, 12:48:17 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 5.2850 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.1597 loss: 3.1597 2022/06/26 00:18:48 - mmengine - INFO - Epoch(train) [46][3240/3757] lr: 8.536e-03 eta: 1 day, 12:48:12 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 6.3550 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.1058 loss: 3.1058 2022/06/26 00:18:53 - mmengine - INFO - Epoch(train) [46][3260/3757] lr: 8.536e-03 eta: 1 day, 12:48:06 time: 0.266 data_time: 0.011 memory: 5036 grad_norm: 5.5415 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.8287 loss: 2.8287 2022/06/26 00:18:58 - mmengine - INFO - Epoch(train) [46][3280/3757] lr: 8.536e-03 eta: 1 day, 12:48:01 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 6.5126 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.0568 loss: 3.0568 2022/06/26 00:19:04 - mmengine - INFO - Epoch(train) [46][3300/3757] lr: 8.536e-03 eta: 1 day, 12:47:55 time: 0.249 data_time: 0.005 memory: 5036 grad_norm: 5.1519 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.3882 loss: 3.3882 2022/06/26 00:19:09 - mmengine - INFO - Epoch(train) [46][3320/3757] lr: 8.536e-03 eta: 1 day, 12:47:49 time: 0.257 data_time: 0.002 memory: 5036 grad_norm: 5.9230 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9376 loss: 2.9376 2022/06/26 00:19:14 - mmengine - INFO - Epoch(train) [46][3340/3757] lr: 8.536e-03 eta: 1 day, 12:47:44 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 6.5096 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.7847 loss: 2.7847 2022/06/26 00:19:19 - mmengine - INFO - Epoch(train) [46][3360/3757] lr: 8.536e-03 eta: 1 day, 12:47:38 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 5.9592 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.1236 loss: 3.1236 2022/06/26 00:19:24 - mmengine - INFO - Epoch(train) [46][3380/3757] lr: 8.536e-03 eta: 1 day, 12:47:33 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 5.2918 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1289 loss: 3.1289 2022/06/26 00:19:30 - mmengine - INFO - Epoch(train) [46][3400/3757] lr: 8.536e-03 eta: 1 day, 12:47:27 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 5.7021 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9710 loss: 2.9710 2022/06/26 00:19:35 - mmengine - INFO - Epoch(train) [46][3420/3757] lr: 8.536e-03 eta: 1 day, 12:47:22 time: 0.255 data_time: 0.014 memory: 5036 grad_norm: 5.2463 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8929 loss: 2.8929 2022/06/26 00:19:40 - mmengine - INFO - Epoch(train) [46][3440/3757] lr: 8.536e-03 eta: 1 day, 12:47:16 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 5.4655 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.0183 loss: 3.0183 2022/06/26 00:19:45 - mmengine - INFO - Epoch(train) [46][3460/3757] lr: 8.536e-03 eta: 1 day, 12:47:12 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 5.6968 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.9153 loss: 2.9153 2022/06/26 00:19:51 - mmengine - INFO - Epoch(train) [46][3480/3757] lr: 8.536e-03 eta: 1 day, 12:47:06 time: 0.272 data_time: 0.002 memory: 5036 grad_norm: 4.9492 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.6133 loss: 2.6133 2022/06/26 00:19:56 - mmengine - INFO - Epoch(train) [46][3500/3757] lr: 8.536e-03 eta: 1 day, 12:47:01 time: 0.254 data_time: 0.015 memory: 5036 grad_norm: 5.3641 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.9258 loss: 2.9258 2022/06/26 00:20:01 - mmengine - INFO - Epoch(train) [46][3520/3757] lr: 8.536e-03 eta: 1 day, 12:46:55 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 5.5930 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8958 loss: 2.8958 2022/06/26 00:20:06 - mmengine - INFO - Epoch(train) [46][3540/3757] lr: 8.536e-03 eta: 1 day, 12:46:50 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 5.4759 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3229 loss: 3.3229 2022/06/26 00:20:12 - mmengine - INFO - Epoch(train) [46][3560/3757] lr: 8.536e-03 eta: 1 day, 12:46:45 time: 0.263 data_time: 0.002 memory: 5036 grad_norm: 5.4612 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.1100 loss: 3.1100 2022/06/26 00:20:17 - mmengine - INFO - Epoch(train) [46][3580/3757] lr: 8.536e-03 eta: 1 day, 12:46:40 time: 0.249 data_time: 0.008 memory: 5036 grad_norm: 6.3492 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0315 loss: 3.0315 2022/06/26 00:20:22 - mmengine - INFO - Epoch(train) [46][3600/3757] lr: 8.536e-03 eta: 1 day, 12:46:34 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 6.2146 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9451 loss: 2.9451 2022/06/26 00:20:28 - mmengine - INFO - Epoch(train) [46][3620/3757] lr: 8.536e-03 eta: 1 day, 12:46:31 time: 0.271 data_time: 0.003 memory: 5036 grad_norm: 5.0867 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2099 loss: 3.2099 2022/06/26 00:20:33 - mmengine - INFO - Epoch(train) [46][3640/3757] lr: 8.536e-03 eta: 1 day, 12:46:25 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 6.2454 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8125 loss: 2.8125 2022/06/26 00:20:38 - mmengine - INFO - Epoch(train) [46][3660/3757] lr: 8.536e-03 eta: 1 day, 12:46:20 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 5.1104 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8036 loss: 2.8036 2022/06/26 00:20:44 - mmengine - INFO - Epoch(train) [46][3680/3757] lr: 8.536e-03 eta: 1 day, 12:46:15 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 5.8618 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8983 loss: 2.8983 2022/06/26 00:20:50 - mmengine - INFO - Epoch(train) [46][3700/3757] lr: 8.536e-03 eta: 1 day, 12:46:12 time: 0.267 data_time: 0.003 memory: 5036 grad_norm: 5.4328 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0725 loss: 3.0725 2022/06/26 00:20:55 - mmengine - INFO - Epoch(train) [46][3720/3757] lr: 8.536e-03 eta: 1 day, 12:46:06 time: 0.262 data_time: 0.002 memory: 5036 grad_norm: 5.5258 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5297 loss: 2.5297 2022/06/26 00:21:00 - mmengine - INFO - Epoch(train) [46][3740/3757] lr: 8.536e-03 eta: 1 day, 12:46:00 time: 0.234 data_time: 0.005 memory: 5036 grad_norm: 4.8215 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.3876 loss: 3.3876 2022/06/26 00:21:04 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 00:21:04 - mmengine - INFO - Saving checkpoint at 46 epochs 2022/06/26 00:21:17 - mmengine - INFO - Epoch(val) [46][20/310] eta: 0:01:47 time: 0.103 data_time: 0.002 memory: 5036 2022/06/26 00:21:22 - mmengine - INFO - Epoch(val) [46][40/310] eta: 0:01:37 time: 0.110 data_time: 0.008 memory: 1723 2022/06/26 00:21:26 - mmengine - INFO - Epoch(val) [46][60/310] eta: 0:00:26 time: 0.104 data_time: 0.002 memory: 1723 2022/06/26 00:21:31 - mmengine - INFO - Epoch(val) [46][80/310] eta: 0:00:25 time: 0.108 data_time: 0.001 memory: 1723 2022/06/26 00:21:37 - mmengine - INFO - Epoch(val) [46][100/310] eta: 0:01:08 time: 0.108 data_time: 0.002 memory: 1723 2022/06/26 00:21:42 - mmengine - INFO - Epoch(val) [46][120/310] eta: 0:01:09 time: 0.267 data_time: 0.166 memory: 1723 2022/06/26 00:21:47 - mmengine - INFO - Epoch(val) [46][140/310] eta: 0:00:18 time: 0.106 data_time: 0.005 memory: 1723 2022/06/26 00:21:51 - mmengine - INFO - Epoch(val) [46][160/310] eta: 0:00:16 time: 0.104 data_time: 0.001 memory: 1723 2022/06/26 00:21:58 - mmengine - INFO - Epoch(val) [46][180/310] eta: 0:00:45 time: 0.104 data_time: 0.001 memory: 1723 2022/06/26 00:22:03 - mmengine - INFO - Epoch(val) [46][200/310] eta: 0:00:38 time: 0.116 data_time: 0.014 memory: 1723 2022/06/26 00:22:08 - mmengine - INFO - Epoch(val) [46][220/310] eta: 0:00:09 time: 0.107 data_time: 0.005 memory: 1723 2022/06/26 00:22:12 - mmengine - INFO - Epoch(val) [46][240/310] eta: 0:00:07 time: 0.108 data_time: 0.001 memory: 1723 2022/06/26 00:22:19 - mmengine - INFO - Epoch(val) [46][260/310] eta: 0:00:18 time: 0.108 data_time: 0.002 memory: 1723 2022/06/26 00:22:24 - mmengine - INFO - Epoch(val) [46][280/310] eta: 0:00:10 time: 0.117 data_time: 0.007 memory: 1723 2022/06/26 00:22:26 - mmengine - INFO - Epoch(val) [46][300/310] eta: 0:00:01 time: 0.101 data_time: 0.001 memory: 1723 2022/06/26 00:22:28 - mmengine - INFO - Epoch(val) [46][310/310] acc/top1: 0.4376 acc/top5: 0.6997 acc/mean1: 0.4374 2022/06/26 00:22:38 - mmengine - INFO - Epoch(train) [47][20/3757] lr: 8.473e-03 eta: 1 day, 12:45:59 time: 0.266 data_time: 0.003 memory: 5036 grad_norm: 5.8160 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.4462 loss: 2.4462 2022/06/26 00:22:43 - mmengine - INFO - Epoch(train) [47][40/3757] lr: 8.473e-03 eta: 1 day, 12:45:53 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 5.9006 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6842 loss: 2.6842 2022/06/26 00:22:48 - mmengine - INFO - Epoch(train) [47][60/3757] lr: 8.473e-03 eta: 1 day, 12:45:47 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 5.4080 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6504 loss: 2.6504 2022/06/26 00:22:54 - mmengine - INFO - Epoch(train) [47][80/3757] lr: 8.473e-03 eta: 1 day, 12:45:42 time: 0.244 data_time: 0.003 memory: 5036 grad_norm: 5.5142 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.7658 loss: 2.7658 2022/06/26 00:22:59 - mmengine - INFO - Epoch(train) [47][100/3757] lr: 8.473e-03 eta: 1 day, 12:45:37 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 5.9915 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.0824 loss: 3.0824 2022/06/26 00:23:05 - mmengine - INFO - Epoch(train) [47][120/3757] lr: 8.473e-03 eta: 1 day, 12:45:33 time: 0.366 data_time: 0.002 memory: 5036 grad_norm: 5.8825 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.8137 loss: 2.8137 2022/06/26 00:23:10 - mmengine - INFO - Epoch(train) [47][140/3757] lr: 8.473e-03 eta: 1 day, 12:45:27 time: 0.249 data_time: 0.004 memory: 5036 grad_norm: 5.4731 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.5162 loss: 2.5162 2022/06/26 00:23:15 - mmengine - INFO - Epoch(train) [47][160/3757] lr: 8.473e-03 eta: 1 day, 12:45:22 time: 0.258 data_time: 0.002 memory: 5036 grad_norm: 6.1293 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9095 loss: 2.9095 2022/06/26 00:23:20 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 00:23:20 - mmengine - INFO - Epoch(train) [47][180/3757] lr: 8.473e-03 eta: 1 day, 12:45:16 time: 0.245 data_time: 0.003 memory: 5036 grad_norm: 5.4545 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.7479 loss: 2.7479 2022/06/26 00:23:26 - mmengine - INFO - Epoch(train) [47][200/3757] lr: 8.473e-03 eta: 1 day, 12:45:11 time: 0.242 data_time: 0.003 memory: 5036 grad_norm: 5.6341 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.1124 loss: 3.1124 2022/06/26 00:23:31 - mmengine - INFO - Epoch(train) [47][220/3757] lr: 8.473e-03 eta: 1 day, 12:45:06 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 5.4078 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6859 loss: 2.6859 2022/06/26 00:23:36 - mmengine - INFO - Epoch(train) [47][240/3757] lr: 8.473e-03 eta: 1 day, 12:45:00 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 5.5717 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4901 loss: 2.4901 2022/06/26 00:23:41 - mmengine - INFO - Epoch(train) [47][260/3757] lr: 8.473e-03 eta: 1 day, 12:44:55 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 5.2433 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.9913 loss: 2.9913 2022/06/26 00:23:46 - mmengine - INFO - Epoch(train) [47][280/3757] lr: 8.473e-03 eta: 1 day, 12:44:50 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.2488 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.0882 loss: 3.0882 2022/06/26 00:23:52 - mmengine - INFO - Epoch(train) [47][300/3757] lr: 8.473e-03 eta: 1 day, 12:44:46 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 5.8218 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.2348 loss: 3.2348 2022/06/26 00:23:57 - mmengine - INFO - Epoch(train) [47][320/3757] lr: 8.473e-03 eta: 1 day, 12:44:40 time: 0.247 data_time: 0.006 memory: 5036 grad_norm: 4.9225 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.7429 loss: 2.7429 2022/06/26 00:24:02 - mmengine - INFO - Epoch(train) [47][340/3757] lr: 8.473e-03 eta: 1 day, 12:44:35 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 6.1820 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8131 loss: 2.8131 2022/06/26 00:24:08 - mmengine - INFO - Epoch(train) [47][360/3757] lr: 8.473e-03 eta: 1 day, 12:44:29 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 5.8847 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.5917 loss: 2.5917 2022/06/26 00:24:13 - mmengine - INFO - Epoch(train) [47][380/3757] lr: 8.473e-03 eta: 1 day, 12:44:23 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 5.2190 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5532 loss: 2.5532 2022/06/26 00:24:18 - mmengine - INFO - Epoch(train) [47][400/3757] lr: 8.473e-03 eta: 1 day, 12:44:19 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 5.6500 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.4193 loss: 2.4193 2022/06/26 00:24:23 - mmengine - INFO - Epoch(train) [47][420/3757] lr: 8.473e-03 eta: 1 day, 12:44:13 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 6.0781 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 2.9595 loss: 2.9595 2022/06/26 00:24:29 - mmengine - INFO - Epoch(train) [47][440/3757] lr: 8.473e-03 eta: 1 day, 12:44:08 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 5.1333 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4960 loss: 2.4960 2022/06/26 00:24:34 - mmengine - INFO - Epoch(train) [47][460/3757] lr: 8.473e-03 eta: 1 day, 12:44:02 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 6.6523 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.5010 loss: 2.5010 2022/06/26 00:24:39 - mmengine - INFO - Epoch(train) [47][480/3757] lr: 8.473e-03 eta: 1 day, 12:43:57 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 6.1954 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.3187 loss: 3.3187 2022/06/26 00:24:44 - mmengine - INFO - Epoch(train) [47][500/3757] lr: 8.473e-03 eta: 1 day, 12:43:51 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 5.8797 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6768 loss: 2.6768 2022/06/26 00:24:49 - mmengine - INFO - Epoch(train) [47][520/3757] lr: 8.473e-03 eta: 1 day, 12:43:46 time: 0.266 data_time: 0.003 memory: 5036 grad_norm: 4.8008 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.3642 loss: 2.3642 2022/06/26 00:24:55 - mmengine - INFO - Epoch(train) [47][540/3757] lr: 8.473e-03 eta: 1 day, 12:43:41 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 5.7674 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0104 loss: 3.0104 2022/06/26 00:25:00 - mmengine - INFO - Epoch(train) [47][560/3757] lr: 8.473e-03 eta: 1 day, 12:43:35 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 6.1835 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.7029 loss: 2.7029 2022/06/26 00:25:05 - mmengine - INFO - Epoch(train) [47][580/3757] lr: 8.473e-03 eta: 1 day, 12:43:30 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 6.1797 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4992 loss: 2.4992 2022/06/26 00:25:10 - mmengine - INFO - Epoch(train) [47][600/3757] lr: 8.473e-03 eta: 1 day, 12:43:24 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 5.4668 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2155 loss: 3.2155 2022/06/26 00:25:15 - mmengine - INFO - Epoch(train) [47][620/3757] lr: 8.473e-03 eta: 1 day, 12:43:19 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 5.7098 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4540 loss: 2.4540 2022/06/26 00:25:21 - mmengine - INFO - Epoch(train) [47][640/3757] lr: 8.473e-03 eta: 1 day, 12:43:13 time: 0.251 data_time: 0.008 memory: 5036 grad_norm: 5.7216 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.0895 loss: 3.0895 2022/06/26 00:25:26 - mmengine - INFO - Epoch(train) [47][660/3757] lr: 8.473e-03 eta: 1 day, 12:43:09 time: 0.251 data_time: 0.013 memory: 5036 grad_norm: 6.3813 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6207 loss: 2.6207 2022/06/26 00:25:31 - mmengine - INFO - Epoch(train) [47][680/3757] lr: 8.473e-03 eta: 1 day, 12:43:03 time: 0.260 data_time: 0.002 memory: 5036 grad_norm: 5.2592 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9933 loss: 2.9933 2022/06/26 00:25:36 - mmengine - INFO - Epoch(train) [47][700/3757] lr: 8.473e-03 eta: 1 day, 12:42:58 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 5.0042 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.6723 loss: 2.6723 2022/06/26 00:25:42 - mmengine - INFO - Epoch(train) [47][720/3757] lr: 8.473e-03 eta: 1 day, 12:42:52 time: 0.256 data_time: 0.016 memory: 5036 grad_norm: 6.1957 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0599 loss: 3.0599 2022/06/26 00:25:47 - mmengine - INFO - Epoch(train) [47][740/3757] lr: 8.473e-03 eta: 1 day, 12:42:47 time: 0.250 data_time: 0.010 memory: 5036 grad_norm: 5.4319 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.8064 loss: 2.8064 2022/06/26 00:25:52 - mmengine - INFO - Epoch(train) [47][760/3757] lr: 8.473e-03 eta: 1 day, 12:42:42 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 5.6897 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.0393 loss: 3.0393 2022/06/26 00:25:58 - mmengine - INFO - Epoch(train) [47][780/3757] lr: 8.473e-03 eta: 1 day, 12:42:37 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 5.0957 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.6665 loss: 2.6665 2022/06/26 00:26:03 - mmengine - INFO - Epoch(train) [47][800/3757] lr: 8.473e-03 eta: 1 day, 12:42:31 time: 0.258 data_time: 0.012 memory: 5036 grad_norm: 5.5227 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9738 loss: 2.9738 2022/06/26 00:26:08 - mmengine - INFO - Epoch(train) [47][820/3757] lr: 8.473e-03 eta: 1 day, 12:42:26 time: 0.257 data_time: 0.011 memory: 5036 grad_norm: 5.4789 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.3913 loss: 3.3913 2022/06/26 00:26:13 - mmengine - INFO - Epoch(train) [47][840/3757] lr: 8.473e-03 eta: 1 day, 12:42:21 time: 0.252 data_time: 0.008 memory: 5036 grad_norm: 5.7328 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.6322 loss: 2.6322 2022/06/26 00:26:18 - mmengine - INFO - Epoch(train) [47][860/3757] lr: 8.473e-03 eta: 1 day, 12:42:15 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 5.1497 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8333 loss: 2.8333 2022/06/26 00:26:24 - mmengine - INFO - Epoch(train) [47][880/3757] lr: 8.473e-03 eta: 1 day, 12:42:09 time: 0.251 data_time: 0.014 memory: 5036 grad_norm: 6.3526 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1036 loss: 3.1036 2022/06/26 00:26:29 - mmengine - INFO - Epoch(train) [47][900/3757] lr: 8.473e-03 eta: 1 day, 12:42:04 time: 0.248 data_time: 0.011 memory: 5036 grad_norm: 5.4977 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.7513 loss: 2.7513 2022/06/26 00:26:34 - mmengine - INFO - Epoch(train) [47][920/3757] lr: 8.473e-03 eta: 1 day, 12:41:59 time: 0.259 data_time: 0.011 memory: 5036 grad_norm: 5.6775 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1353 loss: 3.1353 2022/06/26 00:26:39 - mmengine - INFO - Epoch(train) [47][940/3757] lr: 8.473e-03 eta: 1 day, 12:41:53 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 6.0031 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0817 loss: 3.0817 2022/06/26 00:26:45 - mmengine - INFO - Epoch(train) [47][960/3757] lr: 8.473e-03 eta: 1 day, 12:41:49 time: 0.457 data_time: 0.012 memory: 5036 grad_norm: 6.0487 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.9420 loss: 2.9420 2022/06/26 00:26:50 - mmengine - INFO - Epoch(train) [47][980/3757] lr: 8.473e-03 eta: 1 day, 12:41:43 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 5.5284 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9327 loss: 2.9327 2022/06/26 00:26:55 - mmengine - INFO - Epoch(train) [47][1000/3757] lr: 8.473e-03 eta: 1 day, 12:41:38 time: 0.249 data_time: 0.009 memory: 5036 grad_norm: 5.5826 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6965 loss: 2.6965 2022/06/26 00:27:00 - mmengine - INFO - Epoch(train) [47][1020/3757] lr: 8.473e-03 eta: 1 day, 12:41:32 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 5.4561 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1440 loss: 3.1440 2022/06/26 00:27:06 - mmengine - INFO - Epoch(train) [47][1040/3757] lr: 8.473e-03 eta: 1 day, 12:41:29 time: 0.269 data_time: 0.005 memory: 5036 grad_norm: 4.7278 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7651 loss: 2.7651 2022/06/26 00:27:11 - mmengine - INFO - Epoch(train) [47][1060/3757] lr: 8.473e-03 eta: 1 day, 12:41:23 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 5.2980 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.9620 loss: 2.9620 2022/06/26 00:27:17 - mmengine - INFO - Epoch(train) [47][1080/3757] lr: 8.473e-03 eta: 1 day, 12:41:18 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 6.2693 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.2654 loss: 3.2654 2022/06/26 00:27:22 - mmengine - INFO - Epoch(train) [47][1100/3757] lr: 8.473e-03 eta: 1 day, 12:41:13 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 5.7295 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.8275 loss: 2.8275 2022/06/26 00:27:27 - mmengine - INFO - Epoch(train) [47][1120/3757] lr: 8.473e-03 eta: 1 day, 12:41:07 time: 0.259 data_time: 0.022 memory: 5036 grad_norm: 5.9027 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4576 loss: 2.4576 2022/06/26 00:27:32 - mmengine - INFO - Epoch(train) [47][1140/3757] lr: 8.473e-03 eta: 1 day, 12:41:02 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 5.8216 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7654 loss: 2.7654 2022/06/26 00:27:38 - mmengine - INFO - Epoch(train) [47][1160/3757] lr: 8.473e-03 eta: 1 day, 12:40:57 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 5.2583 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.0326 loss: 3.0326 2022/06/26 00:27:42 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 00:27:43 - mmengine - INFO - Epoch(train) [47][1180/3757] lr: 8.473e-03 eta: 1 day, 12:40:51 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 5.8314 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.0671 loss: 3.0671 2022/06/26 00:27:49 - mmengine - INFO - Epoch(train) [47][1200/3757] lr: 8.473e-03 eta: 1 day, 12:40:48 time: 0.272 data_time: 0.012 memory: 5036 grad_norm: 5.5037 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8413 loss: 2.8413 2022/06/26 00:27:54 - mmengine - INFO - Epoch(train) [47][1220/3757] lr: 8.473e-03 eta: 1 day, 12:40:42 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 5.7974 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.0011 loss: 3.0011 2022/06/26 00:27:59 - mmengine - INFO - Epoch(train) [47][1240/3757] lr: 8.473e-03 eta: 1 day, 12:40:37 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 5.4807 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6640 loss: 2.6640 2022/06/26 00:28:04 - mmengine - INFO - Epoch(train) [47][1260/3757] lr: 8.473e-03 eta: 1 day, 12:40:31 time: 0.252 data_time: 0.008 memory: 5036 grad_norm: 5.6676 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0612 loss: 3.0612 2022/06/26 00:28:09 - mmengine - INFO - Epoch(train) [47][1280/3757] lr: 8.473e-03 eta: 1 day, 12:40:26 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 4.9912 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.0933 loss: 3.0933 2022/06/26 00:28:15 - mmengine - INFO - Epoch(train) [47][1300/3757] lr: 8.473e-03 eta: 1 day, 12:40:20 time: 0.251 data_time: 0.008 memory: 5036 grad_norm: 6.7559 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.1321 loss: 3.1321 2022/06/26 00:28:20 - mmengine - INFO - Epoch(train) [47][1320/3757] lr: 8.473e-03 eta: 1 day, 12:40:14 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 5.4555 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9376 loss: 2.9376 2022/06/26 00:28:25 - mmengine - INFO - Epoch(train) [47][1340/3757] lr: 8.473e-03 eta: 1 day, 12:40:10 time: 0.732 data_time: 0.003 memory: 5036 grad_norm: 6.5483 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.9841 loss: 2.9841 2022/06/26 00:28:30 - mmengine - INFO - Epoch(train) [47][1360/3757] lr: 8.473e-03 eta: 1 day, 12:40:04 time: 0.254 data_time: 0.011 memory: 5036 grad_norm: 5.1655 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.6739 loss: 2.6739 2022/06/26 00:28:36 - mmengine - INFO - Epoch(train) [47][1380/3757] lr: 8.473e-03 eta: 1 day, 12:39:59 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 5.4407 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.5763 loss: 2.5763 2022/06/26 00:28:41 - mmengine - INFO - Epoch(train) [47][1400/3757] lr: 8.473e-03 eta: 1 day, 12:39:54 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 6.7920 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9756 loss: 2.9756 2022/06/26 00:28:46 - mmengine - INFO - Epoch(train) [47][1420/3757] lr: 8.473e-03 eta: 1 day, 12:39:48 time: 0.264 data_time: 0.002 memory: 5036 grad_norm: 5.0962 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.8888 loss: 2.8888 2022/06/26 00:28:51 - mmengine - INFO - Epoch(train) [47][1440/3757] lr: 8.473e-03 eta: 1 day, 12:39:43 time: 0.249 data_time: 0.005 memory: 5036 grad_norm: 5.2864 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8662 loss: 2.8662 2022/06/26 00:28:56 - mmengine - INFO - Epoch(train) [47][1460/3757] lr: 8.473e-03 eta: 1 day, 12:39:37 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 5.6582 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.8853 loss: 2.8853 2022/06/26 00:29:01 - mmengine - INFO - Epoch(train) [47][1480/3757] lr: 8.473e-03 eta: 1 day, 12:39:31 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 6.2602 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0304 loss: 3.0304 2022/06/26 00:29:07 - mmengine - INFO - Epoch(train) [47][1500/3757] lr: 8.473e-03 eta: 1 day, 12:39:26 time: 0.247 data_time: 0.009 memory: 5036 grad_norm: 5.3458 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1345 loss: 3.1345 2022/06/26 00:29:12 - mmengine - INFO - Epoch(train) [47][1520/3757] lr: 8.473e-03 eta: 1 day, 12:39:21 time: 0.261 data_time: 0.002 memory: 5036 grad_norm: 6.3372 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.2273 loss: 3.2273 2022/06/26 00:29:17 - mmengine - INFO - Epoch(train) [47][1540/3757] lr: 8.473e-03 eta: 1 day, 12:39:15 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 5.9592 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9817 loss: 2.9817 2022/06/26 00:29:22 - mmengine - INFO - Epoch(train) [47][1560/3757] lr: 8.473e-03 eta: 1 day, 12:39:09 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 4.9419 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.3101 loss: 2.3101 2022/06/26 00:29:28 - mmengine - INFO - Epoch(train) [47][1580/3757] lr: 8.473e-03 eta: 1 day, 12:39:05 time: 0.257 data_time: 0.002 memory: 5036 grad_norm: 6.0067 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7459 loss: 2.7459 2022/06/26 00:29:33 - mmengine - INFO - Epoch(train) [47][1600/3757] lr: 8.473e-03 eta: 1 day, 12:38:59 time: 0.259 data_time: 0.002 memory: 5036 grad_norm: 6.9986 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8954 loss: 2.8954 2022/06/26 00:29:38 - mmengine - INFO - Epoch(train) [47][1620/3757] lr: 8.473e-03 eta: 1 day, 12:38:54 time: 0.250 data_time: 0.009 memory: 5036 grad_norm: 5.2425 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6775 loss: 2.6775 2022/06/26 00:29:43 - mmengine - INFO - Epoch(train) [47][1640/3757] lr: 8.473e-03 eta: 1 day, 12:38:48 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 5.2438 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 2.9186 loss: 2.9186 2022/06/26 00:29:48 - mmengine - INFO - Epoch(train) [47][1660/3757] lr: 8.473e-03 eta: 1 day, 12:38:42 time: 0.257 data_time: 0.008 memory: 5036 grad_norm: 5.8512 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8602 loss: 2.8602 2022/06/26 00:29:53 - mmengine - INFO - Epoch(train) [47][1680/3757] lr: 8.473e-03 eta: 1 day, 12:38:37 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 5.1249 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7874 loss: 2.7874 2022/06/26 00:29:59 - mmengine - INFO - Epoch(train) [47][1700/3757] lr: 8.473e-03 eta: 1 day, 12:38:31 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.0541 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.2224 loss: 3.2224 2022/06/26 00:30:04 - mmengine - INFO - Epoch(train) [47][1720/3757] lr: 8.473e-03 eta: 1 day, 12:38:25 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 5.3380 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0681 loss: 3.0681 2022/06/26 00:30:09 - mmengine - INFO - Epoch(train) [47][1740/3757] lr: 8.473e-03 eta: 1 day, 12:38:20 time: 0.270 data_time: 0.002 memory: 5036 grad_norm: 6.0829 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7813 loss: 2.7813 2022/06/26 00:30:14 - mmengine - INFO - Epoch(train) [47][1760/3757] lr: 8.473e-03 eta: 1 day, 12:38:15 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 5.5682 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8429 loss: 2.8429 2022/06/26 00:30:20 - mmengine - INFO - Epoch(train) [47][1780/3757] lr: 8.473e-03 eta: 1 day, 12:38:09 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 6.5509 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.3421 loss: 3.3421 2022/06/26 00:30:25 - mmengine - INFO - Epoch(train) [47][1800/3757] lr: 8.473e-03 eta: 1 day, 12:38:05 time: 0.313 data_time: 0.006 memory: 5036 grad_norm: 5.4010 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.0107 loss: 3.0107 2022/06/26 00:30:30 - mmengine - INFO - Epoch(train) [47][1820/3757] lr: 8.473e-03 eta: 1 day, 12:38:00 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 5.6929 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9381 loss: 2.9381 2022/06/26 00:30:36 - mmengine - INFO - Epoch(train) [47][1840/3757] lr: 8.473e-03 eta: 1 day, 12:37:55 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 5.7381 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.1707 loss: 3.1707 2022/06/26 00:30:41 - mmengine - INFO - Epoch(train) [47][1860/3757] lr: 8.473e-03 eta: 1 day, 12:37:49 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 5.4027 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.5657 loss: 2.5657 2022/06/26 00:30:47 - mmengine - INFO - Epoch(train) [47][1880/3757] lr: 8.473e-03 eta: 1 day, 12:37:45 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 5.8723 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0686 loss: 3.0686 2022/06/26 00:30:52 - mmengine - INFO - Epoch(train) [47][1900/3757] lr: 8.473e-03 eta: 1 day, 12:37:40 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 5.5840 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0053 loss: 3.0053 2022/06/26 00:30:57 - mmengine - INFO - Epoch(train) [47][1920/3757] lr: 8.473e-03 eta: 1 day, 12:37:34 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 5.6071 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.6489 loss: 2.6489 2022/06/26 00:31:02 - mmengine - INFO - Epoch(train) [47][1940/3757] lr: 8.473e-03 eta: 1 day, 12:37:29 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 6.2854 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.9094 loss: 2.9094 2022/06/26 00:31:08 - mmengine - INFO - Epoch(train) [47][1960/3757] lr: 8.473e-03 eta: 1 day, 12:37:24 time: 0.257 data_time: 0.002 memory: 5036 grad_norm: 5.5901 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.8460 loss: 2.8460 2022/06/26 00:31:13 - mmengine - INFO - Epoch(train) [47][1980/3757] lr: 8.473e-03 eta: 1 day, 12:37:19 time: 0.257 data_time: 0.005 memory: 5036 grad_norm: 5.3328 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 2.2451 loss: 2.2451 2022/06/26 00:31:18 - mmengine - INFO - Epoch(train) [47][2000/3757] lr: 8.473e-03 eta: 1 day, 12:37:14 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 5.4368 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7427 loss: 2.7427 2022/06/26 00:31:23 - mmengine - INFO - Epoch(train) [47][2020/3757] lr: 8.473e-03 eta: 1 day, 12:37:08 time: 0.257 data_time: 0.002 memory: 5036 grad_norm: 5.8406 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9593 loss: 2.9593 2022/06/26 00:31:29 - mmengine - INFO - Epoch(train) [47][2040/3757] lr: 8.473e-03 eta: 1 day, 12:37:04 time: 0.264 data_time: 0.005 memory: 5036 grad_norm: 5.4748 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.7392 loss: 2.7392 2022/06/26 00:31:34 - mmengine - INFO - Epoch(train) [47][2060/3757] lr: 8.473e-03 eta: 1 day, 12:36:58 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 5.7317 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.4039 loss: 3.4039 2022/06/26 00:31:39 - mmengine - INFO - Epoch(train) [47][2080/3757] lr: 8.473e-03 eta: 1 day, 12:36:53 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 5.8730 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 3.0783 loss: 3.0783 2022/06/26 00:31:45 - mmengine - INFO - Epoch(train) [47][2100/3757] lr: 8.473e-03 eta: 1 day, 12:36:47 time: 0.256 data_time: 0.002 memory: 5036 grad_norm: 5.7004 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5513 loss: 2.5513 2022/06/26 00:31:50 - mmengine - INFO - Epoch(train) [47][2120/3757] lr: 8.473e-03 eta: 1 day, 12:36:42 time: 0.252 data_time: 0.014 memory: 5036 grad_norm: 5.7240 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6779 loss: 2.6779 2022/06/26 00:31:55 - mmengine - INFO - Epoch(train) [47][2140/3757] lr: 8.473e-03 eta: 1 day, 12:36:36 time: 0.249 data_time: 0.008 memory: 5036 grad_norm: 5.9277 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4624 loss: 2.4624 2022/06/26 00:32:00 - mmengine - INFO - Epoch(train) [47][2160/3757] lr: 8.473e-03 eta: 1 day, 12:36:31 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 6.3250 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8514 loss: 2.8514 2022/06/26 00:32:05 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 00:32:05 - mmengine - INFO - Epoch(train) [47][2180/3757] lr: 8.473e-03 eta: 1 day, 12:36:25 time: 0.365 data_time: 0.005 memory: 5036 grad_norm: 5.4782 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5979 loss: 2.5979 2022/06/26 00:32:10 - mmengine - INFO - Epoch(train) [47][2200/3757] lr: 8.473e-03 eta: 1 day, 12:36:20 time: 0.255 data_time: 0.008 memory: 5036 grad_norm: 4.8743 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 3.0909 loss: 3.0909 2022/06/26 00:32:16 - mmengine - INFO - Epoch(train) [47][2220/3757] lr: 8.473e-03 eta: 1 day, 12:36:14 time: 0.278 data_time: 0.030 memory: 5036 grad_norm: 6.5055 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6520 loss: 2.6520 2022/06/26 00:32:21 - mmengine - INFO - Epoch(train) [47][2240/3757] lr: 8.473e-03 eta: 1 day, 12:36:09 time: 0.264 data_time: 0.002 memory: 5036 grad_norm: 5.3416 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7698 loss: 2.7698 2022/06/26 00:32:26 - mmengine - INFO - Epoch(train) [47][2260/3757] lr: 8.473e-03 eta: 1 day, 12:36:04 time: 0.253 data_time: 0.011 memory: 5036 grad_norm: 5.2375 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4832 loss: 2.4832 2022/06/26 00:32:31 - mmengine - INFO - Epoch(train) [47][2280/3757] lr: 8.473e-03 eta: 1 day, 12:35:58 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 5.1918 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.8636 loss: 2.8636 2022/06/26 00:32:37 - mmengine - INFO - Epoch(train) [47][2300/3757] lr: 8.473e-03 eta: 1 day, 12:35:53 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 5.8321 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6223 loss: 2.6223 2022/06/26 00:32:42 - mmengine - INFO - Epoch(train) [47][2320/3757] lr: 8.473e-03 eta: 1 day, 12:35:47 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 5.8058 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1742 loss: 3.1742 2022/06/26 00:32:47 - mmengine - INFO - Epoch(train) [47][2340/3757] lr: 8.473e-03 eta: 1 day, 12:35:42 time: 0.257 data_time: 0.002 memory: 5036 grad_norm: 5.0695 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6259 loss: 2.6259 2022/06/26 00:32:52 - mmengine - INFO - Epoch(train) [47][2360/3757] lr: 8.473e-03 eta: 1 day, 12:35:36 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 5.6417 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4464 loss: 2.4464 2022/06/26 00:32:57 - mmengine - INFO - Epoch(train) [47][2380/3757] lr: 8.473e-03 eta: 1 day, 12:35:31 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 6.2580 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2752 loss: 3.2752 2022/06/26 00:33:02 - mmengine - INFO - Epoch(train) [47][2400/3757] lr: 8.473e-03 eta: 1 day, 12:35:25 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 5.8183 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8095 loss: 2.8095 2022/06/26 00:33:08 - mmengine - INFO - Epoch(train) [47][2420/3757] lr: 8.473e-03 eta: 1 day, 12:35:19 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 5.4114 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.4291 loss: 2.4291 2022/06/26 00:33:13 - mmengine - INFO - Epoch(train) [47][2440/3757] lr: 8.473e-03 eta: 1 day, 12:35:14 time: 0.252 data_time: 0.004 memory: 5036 grad_norm: 5.8014 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9433 loss: 2.9433 2022/06/26 00:33:18 - mmengine - INFO - Epoch(train) [47][2460/3757] lr: 8.473e-03 eta: 1 day, 12:35:08 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 5.2576 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.3300 loss: 3.3300 2022/06/26 00:33:23 - mmengine - INFO - Epoch(train) [47][2480/3757] lr: 8.473e-03 eta: 1 day, 12:35:03 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 5.5607 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1924 loss: 3.1924 2022/06/26 00:33:29 - mmengine - INFO - Epoch(train) [47][2500/3757] lr: 8.473e-03 eta: 1 day, 12:34:58 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 5.2638 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.8512 loss: 2.8512 2022/06/26 00:33:34 - mmengine - INFO - Epoch(train) [47][2520/3757] lr: 8.473e-03 eta: 1 day, 12:34:53 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 6.4291 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1876 loss: 3.1876 2022/06/26 00:33:39 - mmengine - INFO - Epoch(train) [47][2540/3757] lr: 8.473e-03 eta: 1 day, 12:34:48 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 5.2939 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.5806 loss: 2.5806 2022/06/26 00:33:45 - mmengine - INFO - Epoch(train) [47][2560/3757] lr: 8.473e-03 eta: 1 day, 12:34:43 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 5.6316 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.5381 loss: 2.5381 2022/06/26 00:33:50 - mmengine - INFO - Epoch(train) [47][2580/3757] lr: 8.473e-03 eta: 1 day, 12:34:38 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 5.2018 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4889 loss: 2.4889 2022/06/26 00:33:55 - mmengine - INFO - Epoch(train) [47][2600/3757] lr: 8.473e-03 eta: 1 day, 12:34:33 time: 0.266 data_time: 0.002 memory: 5036 grad_norm: 5.8812 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.6022 loss: 2.6022 2022/06/26 00:34:00 - mmengine - INFO - Epoch(train) [47][2620/3757] lr: 8.473e-03 eta: 1 day, 12:34:27 time: 0.260 data_time: 0.002 memory: 5036 grad_norm: 5.8780 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8401 loss: 2.8401 2022/06/26 00:34:06 - mmengine - INFO - Epoch(train) [47][2640/3757] lr: 8.473e-03 eta: 1 day, 12:34:22 time: 0.262 data_time: 0.002 memory: 5036 grad_norm: 5.7348 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8447 loss: 2.8447 2022/06/26 00:34:11 - mmengine - INFO - Epoch(train) [47][2660/3757] lr: 8.473e-03 eta: 1 day, 12:34:17 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.0042 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7143 loss: 2.7143 2022/06/26 00:34:16 - mmengine - INFO - Epoch(train) [47][2680/3757] lr: 8.473e-03 eta: 1 day, 12:34:12 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 5.3430 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6492 loss: 2.6492 2022/06/26 00:34:22 - mmengine - INFO - Epoch(train) [47][2700/3757] lr: 8.473e-03 eta: 1 day, 12:34:07 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 5.7670 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.5765 loss: 2.5765 2022/06/26 00:34:27 - mmengine - INFO - Epoch(train) [47][2720/3757] lr: 8.473e-03 eta: 1 day, 12:34:01 time: 0.262 data_time: 0.002 memory: 5036 grad_norm: 5.1185 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.1074 loss: 3.1074 2022/06/26 00:34:32 - mmengine - INFO - Epoch(train) [47][2740/3757] lr: 8.473e-03 eta: 1 day, 12:33:56 time: 0.261 data_time: 0.002 memory: 5036 grad_norm: 5.6905 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8601 loss: 2.8601 2022/06/26 00:34:38 - mmengine - INFO - Epoch(train) [47][2760/3757] lr: 8.473e-03 eta: 1 day, 12:33:52 time: 0.251 data_time: 0.005 memory: 5036 grad_norm: 5.6431 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1383 loss: 3.1383 2022/06/26 00:34:43 - mmengine - INFO - Epoch(train) [47][2780/3757] lr: 8.473e-03 eta: 1 day, 12:33:46 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 6.0413 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.0823 loss: 3.0823 2022/06/26 00:34:48 - mmengine - INFO - Epoch(train) [47][2800/3757] lr: 8.473e-03 eta: 1 day, 12:33:41 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 5.3283 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.7244 loss: 2.7244 2022/06/26 00:34:53 - mmengine - INFO - Epoch(train) [47][2820/3757] lr: 8.473e-03 eta: 1 day, 12:33:36 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 6.1733 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 2.7854 loss: 2.7854 2022/06/26 00:34:59 - mmengine - INFO - Epoch(train) [47][2840/3757] lr: 8.473e-03 eta: 1 day, 12:33:31 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 5.8738 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6447 loss: 2.6447 2022/06/26 00:35:04 - mmengine - INFO - Epoch(train) [47][2860/3757] lr: 8.473e-03 eta: 1 day, 12:33:26 time: 0.259 data_time: 0.002 memory: 5036 grad_norm: 5.2834 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8230 loss: 2.8230 2022/06/26 00:35:09 - mmengine - INFO - Epoch(train) [47][2880/3757] lr: 8.473e-03 eta: 1 day, 12:33:20 time: 0.269 data_time: 0.002 memory: 5036 grad_norm: 6.4628 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8938 loss: 2.8938 2022/06/26 00:35:15 - mmengine - INFO - Epoch(train) [47][2900/3757] lr: 8.473e-03 eta: 1 day, 12:33:15 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 5.0250 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.8863 loss: 2.8863 2022/06/26 00:35:20 - mmengine - INFO - Epoch(train) [47][2920/3757] lr: 8.473e-03 eta: 1 day, 12:33:10 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 5.9913 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0356 loss: 3.0356 2022/06/26 00:35:25 - mmengine - INFO - Epoch(train) [47][2940/3757] lr: 8.473e-03 eta: 1 day, 12:33:04 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 5.2160 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.0034 loss: 3.0034 2022/06/26 00:35:31 - mmengine - INFO - Epoch(train) [47][2960/3757] lr: 8.473e-03 eta: 1 day, 12:33:00 time: 0.268 data_time: 0.006 memory: 5036 grad_norm: 5.4810 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.7117 loss: 2.7117 2022/06/26 00:35:36 - mmengine - INFO - Epoch(train) [47][2980/3757] lr: 8.473e-03 eta: 1 day, 12:32:55 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 4.8844 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.1484 loss: 3.1484 2022/06/26 00:35:41 - mmengine - INFO - Epoch(train) [47][3000/3757] lr: 8.473e-03 eta: 1 day, 12:32:50 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 5.7250 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.8541 loss: 2.8541 2022/06/26 00:35:47 - mmengine - INFO - Epoch(train) [47][3020/3757] lr: 8.473e-03 eta: 1 day, 12:32:45 time: 0.258 data_time: 0.002 memory: 5036 grad_norm: 5.7517 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9704 loss: 2.9704 2022/06/26 00:35:52 - mmengine - INFO - Epoch(train) [47][3040/3757] lr: 8.473e-03 eta: 1 day, 12:32:39 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 5.9861 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7058 loss: 2.7058 2022/06/26 00:35:57 - mmengine - INFO - Epoch(train) [47][3060/3757] lr: 8.473e-03 eta: 1 day, 12:32:34 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 5.4116 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.9092 loss: 2.9092 2022/06/26 00:36:02 - mmengine - INFO - Epoch(train) [47][3080/3757] lr: 8.473e-03 eta: 1 day, 12:32:29 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 6.2016 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9029 loss: 2.9029 2022/06/26 00:36:08 - mmengine - INFO - Epoch(train) [47][3100/3757] lr: 8.473e-03 eta: 1 day, 12:32:23 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 6.2842 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.6106 loss: 2.6106 2022/06/26 00:36:13 - mmengine - INFO - Epoch(train) [47][3120/3757] lr: 8.473e-03 eta: 1 day, 12:32:18 time: 0.253 data_time: 0.008 memory: 5036 grad_norm: 5.7482 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.1226 loss: 3.1226 2022/06/26 00:36:18 - mmengine - INFO - Epoch(train) [47][3140/3757] lr: 8.473e-03 eta: 1 day, 12:32:14 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 5.2017 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4832 loss: 2.4832 2022/06/26 00:36:23 - mmengine - INFO - Epoch(train) [47][3160/3757] lr: 8.473e-03 eta: 1 day, 12:32:08 time: 0.245 data_time: 0.006 memory: 5036 grad_norm: 6.7057 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.8992 loss: 2.8992 2022/06/26 00:36:28 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 00:36:29 - mmengine - INFO - Epoch(train) [47][3180/3757] lr: 8.473e-03 eta: 1 day, 12:32:02 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 5.0599 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.7608 loss: 2.7608 2022/06/26 00:36:34 - mmengine - INFO - Epoch(train) [47][3200/3757] lr: 8.473e-03 eta: 1 day, 12:31:57 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 6.2072 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1258 loss: 3.1258 2022/06/26 00:36:39 - mmengine - INFO - Epoch(train) [47][3220/3757] lr: 8.473e-03 eta: 1 day, 12:31:51 time: 0.247 data_time: 0.008 memory: 5036 grad_norm: 5.3128 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0109 loss: 3.0109 2022/06/26 00:36:44 - mmengine - INFO - Epoch(train) [47][3240/3757] lr: 8.473e-03 eta: 1 day, 12:31:45 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 5.6656 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.6022 loss: 2.6022 2022/06/26 00:36:49 - mmengine - INFO - Epoch(train) [47][3260/3757] lr: 8.473e-03 eta: 1 day, 12:31:40 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 5.1125 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3023 loss: 2.3023 2022/06/26 00:36:54 - mmengine - INFO - Epoch(train) [47][3280/3757] lr: 8.473e-03 eta: 1 day, 12:31:34 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 6.3069 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2378 loss: 3.2378 2022/06/26 00:36:59 - mmengine - INFO - Epoch(train) [47][3300/3757] lr: 8.473e-03 eta: 1 day, 12:31:28 time: 0.252 data_time: 0.013 memory: 5036 grad_norm: 5.6494 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.7941 loss: 2.7941 2022/06/26 00:37:05 - mmengine - INFO - Epoch(train) [47][3320/3757] lr: 8.473e-03 eta: 1 day, 12:31:23 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.0674 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.9239 loss: 2.9239 2022/06/26 00:37:10 - mmengine - INFO - Epoch(train) [47][3340/3757] lr: 8.473e-03 eta: 1 day, 12:31:17 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 5.8021 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1135 loss: 3.1135 2022/06/26 00:37:15 - mmengine - INFO - Epoch(train) [47][3360/3757] lr: 8.473e-03 eta: 1 day, 12:31:12 time: 0.264 data_time: 0.002 memory: 5036 grad_norm: 5.4260 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.5372 loss: 2.5372 2022/06/26 00:37:20 - mmengine - INFO - Epoch(train) [47][3380/3757] lr: 8.473e-03 eta: 1 day, 12:31:06 time: 0.256 data_time: 0.005 memory: 5036 grad_norm: 5.7235 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7253 loss: 2.7253 2022/06/26 00:37:25 - mmengine - INFO - Epoch(train) [47][3400/3757] lr: 8.473e-03 eta: 1 day, 12:31:01 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 5.6818 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.8036 loss: 2.8036 2022/06/26 00:37:30 - mmengine - INFO - Epoch(train) [47][3420/3757] lr: 8.473e-03 eta: 1 day, 12:30:55 time: 0.262 data_time: 0.005 memory: 5036 grad_norm: 5.5886 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.3800 loss: 2.3800 2022/06/26 00:37:36 - mmengine - INFO - Epoch(train) [47][3440/3757] lr: 8.473e-03 eta: 1 day, 12:30:49 time: 0.329 data_time: 0.002 memory: 5036 grad_norm: 4.9354 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.2952 loss: 3.2952 2022/06/26 00:37:41 - mmengine - INFO - Epoch(train) [47][3460/3757] lr: 8.473e-03 eta: 1 day, 12:30:44 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 5.6748 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.7845 loss: 2.7845 2022/06/26 00:37:46 - mmengine - INFO - Epoch(train) [47][3480/3757] lr: 8.473e-03 eta: 1 day, 12:30:39 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 5.6461 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8738 loss: 2.8738 2022/06/26 00:37:51 - mmengine - INFO - Epoch(train) [47][3500/3757] lr: 8.473e-03 eta: 1 day, 12:30:33 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 6.0584 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.2297 loss: 3.2297 2022/06/26 00:37:57 - mmengine - INFO - Epoch(train) [47][3520/3757] lr: 8.473e-03 eta: 1 day, 12:30:28 time: 0.262 data_time: 0.002 memory: 5036 grad_norm: 7.2352 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.7108 loss: 2.7108 2022/06/26 00:38:02 - mmengine - INFO - Epoch(train) [47][3540/3757] lr: 8.473e-03 eta: 1 day, 12:30:23 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 6.0620 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9660 loss: 2.9660 2022/06/26 00:38:07 - mmengine - INFO - Epoch(train) [47][3560/3757] lr: 8.473e-03 eta: 1 day, 12:30:17 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 6.2246 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0447 loss: 3.0447 2022/06/26 00:38:12 - mmengine - INFO - Epoch(train) [47][3580/3757] lr: 8.473e-03 eta: 1 day, 12:30:12 time: 0.243 data_time: 0.003 memory: 5036 grad_norm: 5.6651 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6590 loss: 2.6590 2022/06/26 00:38:17 - mmengine - INFO - Epoch(train) [47][3600/3757] lr: 8.473e-03 eta: 1 day, 12:30:07 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 5.8707 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.3757 loss: 3.3757 2022/06/26 00:38:23 - mmengine - INFO - Epoch(train) [47][3620/3757] lr: 8.473e-03 eta: 1 day, 12:30:01 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 5.3553 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8574 loss: 2.8574 2022/06/26 00:38:28 - mmengine - INFO - Epoch(train) [47][3640/3757] lr: 8.473e-03 eta: 1 day, 12:29:56 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 5.1389 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0968 loss: 3.0968 2022/06/26 00:38:33 - mmengine - INFO - Epoch(train) [47][3660/3757] lr: 8.473e-03 eta: 1 day, 12:29:50 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 6.6093 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7035 loss: 2.7035 2022/06/26 00:38:39 - mmengine - INFO - Epoch(train) [47][3680/3757] lr: 8.473e-03 eta: 1 day, 12:29:46 time: 0.259 data_time: 0.002 memory: 5036 grad_norm: 5.8430 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7485 loss: 2.7485 2022/06/26 00:38:44 - mmengine - INFO - Epoch(train) [47][3700/3757] lr: 8.473e-03 eta: 1 day, 12:29:40 time: 0.258 data_time: 0.012 memory: 5036 grad_norm: 6.3142 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8589 loss: 2.8589 2022/06/26 00:38:49 - mmengine - INFO - Epoch(train) [47][3720/3757] lr: 8.473e-03 eta: 1 day, 12:29:35 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 5.8098 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6339 loss: 2.6339 2022/06/26 00:38:54 - mmengine - INFO - Epoch(train) [47][3740/3757] lr: 8.473e-03 eta: 1 day, 12:29:29 time: 0.232 data_time: 0.002 memory: 5036 grad_norm: 6.3601 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 2.9241 loss: 2.9241 2022/06/26 00:38:59 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 00:38:59 - mmengine - INFO - Saving checkpoint at 47 epochs 2022/06/26 00:39:12 - mmengine - INFO - Epoch(val) [47][20/310] eta: 0:01:44 time: 0.114 data_time: 0.012 memory: 5036 2022/06/26 00:39:16 - mmengine - INFO - Epoch(val) [47][40/310] eta: 0:01:39 time: 0.109 data_time: 0.008 memory: 1723 2022/06/26 00:39:21 - mmengine - INFO - Epoch(val) [47][60/310] eta: 0:00:26 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 00:39:25 - mmengine - INFO - Epoch(val) [47][80/310] eta: 0:00:27 time: 0.108 data_time: 0.002 memory: 1723 2022/06/26 00:39:32 - mmengine - INFO - Epoch(val) [47][100/310] eta: 0:01:12 time: 0.107 data_time: 0.002 memory: 1723 2022/06/26 00:39:37 - mmengine - INFO - Epoch(val) [47][120/310] eta: 0:01:09 time: 0.460 data_time: 0.358 memory: 1723 2022/06/26 00:39:42 - mmengine - INFO - Epoch(val) [47][140/310] eta: 0:00:25 time: 0.098 data_time: 0.001 memory: 1723 2022/06/26 00:39:46 - mmengine - INFO - Epoch(val) [47][160/310] eta: 0:00:16 time: 0.108 data_time: 0.001 memory: 1723 2022/06/26 00:39:53 - mmengine - INFO - Epoch(val) [47][180/310] eta: 0:00:44 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 00:39:58 - mmengine - INFO - Epoch(val) [47][200/310] eta: 0:00:40 time: 0.113 data_time: 0.005 memory: 1723 2022/06/26 00:40:03 - mmengine - INFO - Epoch(val) [47][220/310] eta: 0:00:10 time: 0.103 data_time: 0.002 memory: 1723 2022/06/26 00:40:08 - mmengine - INFO - Epoch(val) [47][240/310] eta: 0:00:07 time: 0.103 data_time: 0.002 memory: 1723 2022/06/26 00:40:15 - mmengine - INFO - Epoch(val) [47][260/310] eta: 0:00:19 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 00:40:19 - mmengine - INFO - Epoch(val) [47][280/310] eta: 0:00:08 time: 0.115 data_time: 0.002 memory: 1723 2022/06/26 00:40:21 - mmengine - INFO - Epoch(val) [47][300/310] eta: 0:00:01 time: 0.102 data_time: 0.001 memory: 1723 2022/06/26 00:40:23 - mmengine - INFO - Epoch(val) [47][310/310] acc/top1: 0.4492 acc/top5: 0.7122 acc/mean1: 0.4490 2022/06/26 00:40:33 - mmengine - INFO - Epoch(train) [48][20/3757] lr: 8.410e-03 eta: 1 day, 12:29:29 time: 0.255 data_time: 0.011 memory: 5036 grad_norm: 6.2191 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8414 loss: 2.8414 2022/06/26 00:40:39 - mmengine - INFO - Epoch(train) [48][40/3757] lr: 8.410e-03 eta: 1 day, 12:29:24 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 6.3350 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7233 loss: 2.7233 2022/06/26 00:40:44 - mmengine - INFO - Epoch(train) [48][60/3757] lr: 8.410e-03 eta: 1 day, 12:29:18 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 5.7414 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.6074 loss: 2.6074 2022/06/26 00:40:49 - mmengine - INFO - Epoch(train) [48][80/3757] lr: 8.410e-03 eta: 1 day, 12:29:14 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 5.9910 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5007 loss: 2.5007 2022/06/26 00:40:55 - mmengine - INFO - Epoch(train) [48][100/3757] lr: 8.410e-03 eta: 1 day, 12:29:08 time: 0.243 data_time: 0.003 memory: 5036 grad_norm: 5.3423 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0426 loss: 3.0426 2022/06/26 00:41:00 - mmengine - INFO - Epoch(train) [48][120/3757] lr: 8.410e-03 eta: 1 day, 12:29:03 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 5.6573 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8282 loss: 2.8282 2022/06/26 00:41:05 - mmengine - INFO - Epoch(train) [48][140/3757] lr: 8.410e-03 eta: 1 day, 12:28:57 time: 0.253 data_time: 0.010 memory: 5036 grad_norm: 5.6497 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.7677 loss: 2.7677 2022/06/26 00:41:10 - mmengine - INFO - Epoch(train) [48][160/3757] lr: 8.410e-03 eta: 1 day, 12:28:52 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 6.0776 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.7796 loss: 2.7796 2022/06/26 00:41:16 - mmengine - INFO - Epoch(train) [48][180/3757] lr: 8.410e-03 eta: 1 day, 12:28:48 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 5.5776 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.8649 loss: 2.8649 2022/06/26 00:41:21 - mmengine - INFO - Epoch(train) [48][200/3757] lr: 8.410e-03 eta: 1 day, 12:28:42 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 5.7977 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.7343 loss: 2.7343 2022/06/26 00:41:26 - mmengine - INFO - Epoch(train) [48][220/3757] lr: 8.410e-03 eta: 1 day, 12:28:37 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 5.6935 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.3206 loss: 3.3206 2022/06/26 00:41:32 - mmengine - INFO - Epoch(train) [48][240/3757] lr: 8.410e-03 eta: 1 day, 12:28:32 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 5.8796 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.8803 loss: 2.8803 2022/06/26 00:41:37 - mmengine - INFO - Epoch(train) [48][260/3757] lr: 8.410e-03 eta: 1 day, 12:28:28 time: 0.274 data_time: 0.003 memory: 5036 grad_norm: 4.9698 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0672 loss: 3.0672 2022/06/26 00:41:43 - mmengine - INFO - Epoch(train) [48][280/3757] lr: 8.410e-03 eta: 1 day, 12:28:22 time: 0.242 data_time: 0.003 memory: 5036 grad_norm: 5.6297 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.8681 loss: 2.8681 2022/06/26 00:41:48 - mmengine - INFO - Epoch(train) [48][300/3757] lr: 8.410e-03 eta: 1 day, 12:28:17 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 5.1163 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.8891 loss: 2.8891 2022/06/26 00:41:53 - mmengine - INFO - Epoch(train) [48][320/3757] lr: 8.410e-03 eta: 1 day, 12:28:12 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 5.3219 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8622 loss: 2.8622 2022/06/26 00:41:58 - mmengine - INFO - Epoch(train) [48][340/3757] lr: 8.410e-03 eta: 1 day, 12:28:07 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 5.2451 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.6668 loss: 2.6668 2022/06/26 00:42:04 - mmengine - INFO - Epoch(train) [48][360/3757] lr: 8.410e-03 eta: 1 day, 12:28:01 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 5.3110 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6680 loss: 2.6680 2022/06/26 00:42:09 - mmengine - INFO - Epoch(train) [48][380/3757] lr: 8.410e-03 eta: 1 day, 12:27:56 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 6.3552 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.6912 loss: 2.6912 2022/06/26 00:42:14 - mmengine - INFO - Epoch(train) [48][400/3757] lr: 8.410e-03 eta: 1 day, 12:27:50 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 5.6864 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.0552 loss: 3.0552 2022/06/26 00:42:19 - mmengine - INFO - Epoch(train) [48][420/3757] lr: 8.410e-03 eta: 1 day, 12:27:45 time: 0.278 data_time: 0.003 memory: 5036 grad_norm: 5.7444 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6931 loss: 2.6931 2022/06/26 00:42:20 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 00:42:25 - mmengine - INFO - Epoch(train) [48][440/3757] lr: 8.410e-03 eta: 1 day, 12:27:40 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 6.0053 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.7078 loss: 2.7078 2022/06/26 00:42:30 - mmengine - INFO - Epoch(train) [48][460/3757] lr: 8.410e-03 eta: 1 day, 12:27:35 time: 0.243 data_time: 0.003 memory: 5036 grad_norm: 5.4738 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.8123 loss: 2.8123 2022/06/26 00:42:35 - mmengine - INFO - Epoch(train) [48][480/3757] lr: 8.410e-03 eta: 1 day, 12:27:30 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 5.3490 top1_acc: 0.0000 top5_acc: 0.6250 loss_cls: 2.6325 loss: 2.6325 2022/06/26 00:42:41 - mmengine - INFO - Epoch(train) [48][500/3757] lr: 8.410e-03 eta: 1 day, 12:27:25 time: 0.267 data_time: 0.003 memory: 5036 grad_norm: 5.5731 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 3.0998 loss: 3.0998 2022/06/26 00:42:46 - mmengine - INFO - Epoch(train) [48][520/3757] lr: 8.410e-03 eta: 1 day, 12:27:20 time: 0.318 data_time: 0.003 memory: 5036 grad_norm: 6.0545 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.0462 loss: 3.0462 2022/06/26 00:42:51 - mmengine - INFO - Epoch(train) [48][540/3757] lr: 8.410e-03 eta: 1 day, 12:27:14 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 6.0695 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 3.0111 loss: 3.0111 2022/06/26 00:42:56 - mmengine - INFO - Epoch(train) [48][560/3757] lr: 8.410e-03 eta: 1 day, 12:27:09 time: 0.277 data_time: 0.035 memory: 5036 grad_norm: 5.8420 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.7697 loss: 2.7697 2022/06/26 00:43:02 - mmengine - INFO - Epoch(train) [48][580/3757] lr: 8.410e-03 eta: 1 day, 12:27:04 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 5.2753 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7653 loss: 2.7653 2022/06/26 00:43:07 - mmengine - INFO - Epoch(train) [48][600/3757] lr: 8.410e-03 eta: 1 day, 12:26:58 time: 0.240 data_time: 0.003 memory: 5036 grad_norm: 5.0169 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6451 loss: 2.6451 2022/06/26 00:43:12 - mmengine - INFO - Epoch(train) [48][620/3757] lr: 8.410e-03 eta: 1 day, 12:26:53 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 5.3027 top1_acc: 0.0000 top5_acc: 0.6250 loss_cls: 2.7551 loss: 2.7551 2022/06/26 00:43:17 - mmengine - INFO - Epoch(train) [48][640/3757] lr: 8.410e-03 eta: 1 day, 12:26:47 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 5.6888 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4830 loss: 2.4830 2022/06/26 00:43:23 - mmengine - INFO - Epoch(train) [48][660/3757] lr: 8.410e-03 eta: 1 day, 12:26:42 time: 0.266 data_time: 0.003 memory: 5036 grad_norm: 6.1749 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9390 loss: 2.9390 2022/06/26 00:43:28 - mmengine - INFO - Epoch(train) [48][680/3757] lr: 8.410e-03 eta: 1 day, 12:26:37 time: 0.240 data_time: 0.003 memory: 5036 grad_norm: 6.0306 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 2.7535 loss: 2.7535 2022/06/26 00:43:33 - mmengine - INFO - Epoch(train) [48][700/3757] lr: 8.410e-03 eta: 1 day, 12:26:32 time: 0.245 data_time: 0.004 memory: 5036 grad_norm: 6.0972 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.7979 loss: 2.7979 2022/06/26 00:43:39 - mmengine - INFO - Epoch(train) [48][720/3757] lr: 8.410e-03 eta: 1 day, 12:26:27 time: 0.251 data_time: 0.009 memory: 5036 grad_norm: 6.1497 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.1393 loss: 3.1393 2022/06/26 00:43:44 - mmengine - INFO - Epoch(train) [48][740/3757] lr: 8.410e-03 eta: 1 day, 12:26:21 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 5.0595 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.9092 loss: 2.9092 2022/06/26 00:43:49 - mmengine - INFO - Epoch(train) [48][760/3757] lr: 8.410e-03 eta: 1 day, 12:26:16 time: 0.250 data_time: 0.008 memory: 5036 grad_norm: 5.9528 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6863 loss: 2.6863 2022/06/26 00:43:54 - mmengine - INFO - Epoch(train) [48][780/3757] lr: 8.410e-03 eta: 1 day, 12:26:11 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 5.1538 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4675 loss: 2.4675 2022/06/26 00:43:59 - mmengine - INFO - Epoch(train) [48][800/3757] lr: 8.410e-03 eta: 1 day, 12:26:05 time: 0.259 data_time: 0.014 memory: 5036 grad_norm: 5.7053 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.7702 loss: 2.7702 2022/06/26 00:44:05 - mmengine - INFO - Epoch(train) [48][820/3757] lr: 8.410e-03 eta: 1 day, 12:26:00 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 5.5764 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8800 loss: 2.8800 2022/06/26 00:44:10 - mmengine - INFO - Epoch(train) [48][840/3757] lr: 8.410e-03 eta: 1 day, 12:25:54 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 5.4612 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8831 loss: 2.8831 2022/06/26 00:44:15 - mmengine - INFO - Epoch(train) [48][860/3757] lr: 8.410e-03 eta: 1 day, 12:25:48 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 5.3760 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.3768 loss: 2.3768 2022/06/26 00:44:21 - mmengine - INFO - Epoch(train) [48][880/3757] lr: 8.410e-03 eta: 1 day, 12:25:44 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 5.8072 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.8218 loss: 2.8218 2022/06/26 00:44:26 - mmengine - INFO - Epoch(train) [48][900/3757] lr: 8.410e-03 eta: 1 day, 12:25:39 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 5.7955 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.6948 loss: 2.6948 2022/06/26 00:44:31 - mmengine - INFO - Epoch(train) [48][920/3757] lr: 8.410e-03 eta: 1 day, 12:25:33 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 5.2300 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4303 loss: 2.4303 2022/06/26 00:44:36 - mmengine - INFO - Epoch(train) [48][940/3757] lr: 8.410e-03 eta: 1 day, 12:25:27 time: 0.252 data_time: 0.008 memory: 5036 grad_norm: 6.2210 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9588 loss: 2.9588 2022/06/26 00:44:42 - mmengine - INFO - Epoch(train) [48][960/3757] lr: 8.410e-03 eta: 1 day, 12:25:23 time: 0.251 data_time: 0.008 memory: 5036 grad_norm: 5.8192 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5716 loss: 2.5716 2022/06/26 00:44:47 - mmengine - INFO - Epoch(train) [48][980/3757] lr: 8.410e-03 eta: 1 day, 12:25:18 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 5.8841 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0081 loss: 3.0081 2022/06/26 00:44:52 - mmengine - INFO - Epoch(train) [48][1000/3757] lr: 8.410e-03 eta: 1 day, 12:25:12 time: 0.252 data_time: 0.005 memory: 5036 grad_norm: 5.2422 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8008 loss: 2.8008 2022/06/26 00:44:57 - mmengine - INFO - Epoch(train) [48][1020/3757] lr: 8.410e-03 eta: 1 day, 12:25:07 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 5.3137 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.1529 loss: 3.1529 2022/06/26 00:45:02 - mmengine - INFO - Epoch(train) [48][1040/3757] lr: 8.410e-03 eta: 1 day, 12:25:01 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 6.2143 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.3002 loss: 2.3002 2022/06/26 00:45:07 - mmengine - INFO - Epoch(train) [48][1060/3757] lr: 8.410e-03 eta: 1 day, 12:24:55 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 5.8307 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1826 loss: 3.1826 2022/06/26 00:45:13 - mmengine - INFO - Epoch(train) [48][1080/3757] lr: 8.410e-03 eta: 1 day, 12:24:50 time: 0.247 data_time: 0.006 memory: 5036 grad_norm: 6.2568 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.8956 loss: 2.8956 2022/06/26 00:45:18 - mmengine - INFO - Epoch(train) [48][1100/3757] lr: 8.410e-03 eta: 1 day, 12:24:45 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 5.2654 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8761 loss: 2.8761 2022/06/26 00:45:23 - mmengine - INFO - Epoch(train) [48][1120/3757] lr: 8.410e-03 eta: 1 day, 12:24:40 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 5.6225 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.7746 loss: 2.7746 2022/06/26 00:45:28 - mmengine - INFO - Epoch(train) [48][1140/3757] lr: 8.410e-03 eta: 1 day, 12:24:34 time: 0.251 data_time: 0.007 memory: 5036 grad_norm: 6.0838 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.0819 loss: 3.0819 2022/06/26 00:45:33 - mmengine - INFO - Epoch(train) [48][1160/3757] lr: 8.410e-03 eta: 1 day, 12:24:28 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 5.4353 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.2446 loss: 3.2446 2022/06/26 00:45:39 - mmengine - INFO - Epoch(train) [48][1180/3757] lr: 8.410e-03 eta: 1 day, 12:24:23 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 6.0435 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.9930 loss: 2.9930 2022/06/26 00:45:44 - mmengine - INFO - Epoch(train) [48][1200/3757] lr: 8.410e-03 eta: 1 day, 12:24:17 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 4.8113 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.7486 loss: 2.7486 2022/06/26 00:45:49 - mmengine - INFO - Epoch(train) [48][1220/3757] lr: 8.410e-03 eta: 1 day, 12:24:12 time: 0.248 data_time: 0.004 memory: 5036 grad_norm: 6.2510 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.5605 loss: 2.5605 2022/06/26 00:45:54 - mmengine - INFO - Epoch(train) [48][1240/3757] lr: 8.410e-03 eta: 1 day, 12:24:06 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 5.2050 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2276 loss: 3.2276 2022/06/26 00:46:00 - mmengine - INFO - Epoch(train) [48][1260/3757] lr: 8.410e-03 eta: 1 day, 12:24:02 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 5.7553 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.8951 loss: 2.8951 2022/06/26 00:46:05 - mmengine - INFO - Epoch(train) [48][1280/3757] lr: 8.410e-03 eta: 1 day, 12:23:56 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 6.0028 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.2554 loss: 3.2554 2022/06/26 00:46:10 - mmengine - INFO - Epoch(train) [48][1300/3757] lr: 8.410e-03 eta: 1 day, 12:23:51 time: 0.247 data_time: 0.006 memory: 5036 grad_norm: 6.1278 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 2.8695 loss: 2.8695 2022/06/26 00:46:15 - mmengine - INFO - Epoch(train) [48][1320/3757] lr: 8.410e-03 eta: 1 day, 12:23:45 time: 0.245 data_time: 0.004 memory: 5036 grad_norm: 6.1383 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4364 loss: 2.4364 2022/06/26 00:46:21 - mmengine - INFO - Epoch(train) [48][1340/3757] lr: 8.410e-03 eta: 1 day, 12:23:41 time: 0.256 data_time: 0.002 memory: 5036 grad_norm: 5.4053 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2855 loss: 3.2855 2022/06/26 00:46:26 - mmengine - INFO - Epoch(train) [48][1360/3757] lr: 8.410e-03 eta: 1 day, 12:23:35 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 6.2480 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7828 loss: 2.7828 2022/06/26 00:46:31 - mmengine - INFO - Epoch(train) [48][1380/3757] lr: 8.410e-03 eta: 1 day, 12:23:30 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 6.2364 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5330 loss: 2.5330 2022/06/26 00:46:36 - mmengine - INFO - Epoch(train) [48][1400/3757] lr: 8.410e-03 eta: 1 day, 12:23:24 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 5.7758 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 2.5322 loss: 2.5322 2022/06/26 00:46:41 - mmengine - INFO - Epoch(train) [48][1420/3757] lr: 8.410e-03 eta: 1 day, 12:23:19 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 5.5257 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9005 loss: 2.9005 2022/06/26 00:46:42 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 00:46:47 - mmengine - INFO - Epoch(train) [48][1440/3757] lr: 8.410e-03 eta: 1 day, 12:23:13 time: 0.255 data_time: 0.011 memory: 5036 grad_norm: 5.1687 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4790 loss: 2.4790 2022/06/26 00:46:52 - mmengine - INFO - Epoch(train) [48][1460/3757] lr: 8.410e-03 eta: 1 day, 12:23:07 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 5.7714 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7610 loss: 2.7610 2022/06/26 00:46:57 - mmengine - INFO - Epoch(train) [48][1480/3757] lr: 8.410e-03 eta: 1 day, 12:23:03 time: 0.254 data_time: 0.011 memory: 5036 grad_norm: 5.9813 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.8235 loss: 2.8235 2022/06/26 00:47:03 - mmengine - INFO - Epoch(train) [48][1500/3757] lr: 8.410e-03 eta: 1 day, 12:22:57 time: 0.263 data_time: 0.002 memory: 5036 grad_norm: 5.1875 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.5538 loss: 2.5538 2022/06/26 00:47:08 - mmengine - INFO - Epoch(train) [48][1520/3757] lr: 8.410e-03 eta: 1 day, 12:22:52 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 5.6023 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8109 loss: 2.8109 2022/06/26 00:47:13 - mmengine - INFO - Epoch(train) [48][1540/3757] lr: 8.410e-03 eta: 1 day, 12:22:47 time: 0.266 data_time: 0.004 memory: 5036 grad_norm: 5.9459 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.7615 loss: 2.7615 2022/06/26 00:47:19 - mmengine - INFO - Epoch(train) [48][1560/3757] lr: 8.410e-03 eta: 1 day, 12:22:43 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 5.1816 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.9015 loss: 2.9015 2022/06/26 00:47:24 - mmengine - INFO - Epoch(train) [48][1580/3757] lr: 8.410e-03 eta: 1 day, 12:22:37 time: 0.248 data_time: 0.008 memory: 5036 grad_norm: 4.9027 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6912 loss: 2.6912 2022/06/26 00:47:29 - mmengine - INFO - Epoch(train) [48][1600/3757] lr: 8.410e-03 eta: 1 day, 12:22:32 time: 0.258 data_time: 0.008 memory: 5036 grad_norm: 5.6922 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.6482 loss: 2.6482 2022/06/26 00:47:34 - mmengine - INFO - Epoch(train) [48][1620/3757] lr: 8.410e-03 eta: 1 day, 12:22:26 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 5.6104 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1384 loss: 3.1384 2022/06/26 00:47:39 - mmengine - INFO - Epoch(train) [48][1640/3757] lr: 8.410e-03 eta: 1 day, 12:22:21 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 5.5365 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0288 loss: 3.0288 2022/06/26 00:47:44 - mmengine - INFO - Epoch(train) [48][1660/3757] lr: 8.410e-03 eta: 1 day, 12:22:15 time: 0.250 data_time: 0.008 memory: 5036 grad_norm: 5.8631 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5102 loss: 2.5102 2022/06/26 00:47:50 - mmengine - INFO - Epoch(train) [48][1680/3757] lr: 8.410e-03 eta: 1 day, 12:22:09 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 6.2110 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.6569 loss: 2.6569 2022/06/26 00:47:55 - mmengine - INFO - Epoch(train) [48][1700/3757] lr: 8.410e-03 eta: 1 day, 12:22:03 time: 0.250 data_time: 0.005 memory: 5036 grad_norm: 5.5638 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7885 loss: 2.7885 2022/06/26 00:48:00 - mmengine - INFO - Epoch(train) [48][1720/3757] lr: 8.410e-03 eta: 1 day, 12:21:59 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 5.5207 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0762 loss: 2.0762 2022/06/26 00:48:05 - mmengine - INFO - Epoch(train) [48][1740/3757] lr: 8.410e-03 eta: 1 day, 12:21:53 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 5.2525 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.9646 loss: 2.9646 2022/06/26 00:48:11 - mmengine - INFO - Epoch(train) [48][1760/3757] lr: 8.410e-03 eta: 1 day, 12:21:48 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 5.5433 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.0352 loss: 3.0352 2022/06/26 00:48:16 - mmengine - INFO - Epoch(train) [48][1780/3757] lr: 8.410e-03 eta: 1 day, 12:21:42 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 5.9607 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1046 loss: 3.1046 2022/06/26 00:48:21 - mmengine - INFO - Epoch(train) [48][1800/3757] lr: 8.410e-03 eta: 1 day, 12:21:38 time: 0.253 data_time: 0.008 memory: 5036 grad_norm: 5.7702 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 3.1451 loss: 3.1451 2022/06/26 00:48:26 - mmengine - INFO - Epoch(train) [48][1820/3757] lr: 8.410e-03 eta: 1 day, 12:21:32 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 5.3852 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.5001 loss: 2.5001 2022/06/26 00:48:32 - mmengine - INFO - Epoch(train) [48][1840/3757] lr: 8.410e-03 eta: 1 day, 12:21:26 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 5.2000 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.9091 loss: 2.9091 2022/06/26 00:48:37 - mmengine - INFO - Epoch(train) [48][1860/3757] lr: 8.410e-03 eta: 1 day, 12:21:22 time: 0.618 data_time: 0.003 memory: 5036 grad_norm: 6.9765 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.3122 loss: 3.3122 2022/06/26 00:48:42 - mmengine - INFO - Epoch(train) [48][1880/3757] lr: 8.410e-03 eta: 1 day, 12:21:16 time: 0.265 data_time: 0.006 memory: 5036 grad_norm: 5.5658 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.9411 loss: 2.9411 2022/06/26 00:48:47 - mmengine - INFO - Epoch(train) [48][1900/3757] lr: 8.410e-03 eta: 1 day, 12:21:10 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 5.7986 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.0002 loss: 3.0002 2022/06/26 00:48:53 - mmengine - INFO - Epoch(train) [48][1920/3757] lr: 8.410e-03 eta: 1 day, 12:21:05 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 5.1790 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.8206 loss: 2.8206 2022/06/26 00:48:58 - mmengine - INFO - Epoch(train) [48][1940/3757] lr: 8.410e-03 eta: 1 day, 12:21:01 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 5.7403 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5289 loss: 2.5289 2022/06/26 00:49:03 - mmengine - INFO - Epoch(train) [48][1960/3757] lr: 8.410e-03 eta: 1 day, 12:20:55 time: 0.265 data_time: 0.006 memory: 5036 grad_norm: 6.9564 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.6152 loss: 2.6152 2022/06/26 00:49:08 - mmengine - INFO - Epoch(train) [48][1980/3757] lr: 8.410e-03 eta: 1 day, 12:20:49 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 5.3840 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0926 loss: 3.0926 2022/06/26 00:49:14 - mmengine - INFO - Epoch(train) [48][2000/3757] lr: 8.410e-03 eta: 1 day, 12:20:44 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 5.6229 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.7842 loss: 2.7842 2022/06/26 00:49:19 - mmengine - INFO - Epoch(train) [48][2020/3757] lr: 8.410e-03 eta: 1 day, 12:20:40 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 5.2928 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6102 loss: 2.6102 2022/06/26 00:49:24 - mmengine - INFO - Epoch(train) [48][2040/3757] lr: 8.410e-03 eta: 1 day, 12:20:34 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 6.6432 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9689 loss: 2.9689 2022/06/26 00:49:30 - mmengine - INFO - Epoch(train) [48][2060/3757] lr: 8.410e-03 eta: 1 day, 12:20:29 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 4.3891 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.7118 loss: 2.7118 2022/06/26 00:49:35 - mmengine - INFO - Epoch(train) [48][2080/3757] lr: 8.410e-03 eta: 1 day, 12:20:23 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 5.2507 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7256 loss: 2.7256 2022/06/26 00:49:40 - mmengine - INFO - Epoch(train) [48][2100/3757] lr: 8.410e-03 eta: 1 day, 12:20:19 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 6.0018 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.9294 loss: 2.9294 2022/06/26 00:49:46 - mmengine - INFO - Epoch(train) [48][2120/3757] lr: 8.410e-03 eta: 1 day, 12:20:13 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 5.9498 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7939 loss: 2.7939 2022/06/26 00:49:51 - mmengine - INFO - Epoch(train) [48][2140/3757] lr: 8.410e-03 eta: 1 day, 12:20:08 time: 0.248 data_time: 0.008 memory: 5036 grad_norm: 5.9452 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1769 loss: 3.1769 2022/06/26 00:49:56 - mmengine - INFO - Epoch(train) [48][2160/3757] lr: 8.410e-03 eta: 1 day, 12:20:02 time: 0.247 data_time: 0.005 memory: 5036 grad_norm: 5.5703 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7973 loss: 2.7973 2022/06/26 00:50:01 - mmengine - INFO - Epoch(train) [48][2180/3757] lr: 8.410e-03 eta: 1 day, 12:19:56 time: 0.248 data_time: 0.009 memory: 5036 grad_norm: 5.6812 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5835 loss: 2.5835 2022/06/26 00:50:06 - mmengine - INFO - Epoch(train) [48][2200/3757] lr: 8.410e-03 eta: 1 day, 12:19:51 time: 0.252 data_time: 0.005 memory: 5036 grad_norm: 5.6310 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.8817 loss: 2.8817 2022/06/26 00:50:11 - mmengine - INFO - Epoch(train) [48][2220/3757] lr: 8.410e-03 eta: 1 day, 12:19:45 time: 0.261 data_time: 0.018 memory: 5036 grad_norm: 6.1771 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9564 loss: 2.9564 2022/06/26 00:50:16 - mmengine - INFO - Epoch(train) [48][2240/3757] lr: 8.410e-03 eta: 1 day, 12:19:40 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 6.2181 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5569 loss: 2.5569 2022/06/26 00:50:22 - mmengine - INFO - Epoch(train) [48][2260/3757] lr: 8.410e-03 eta: 1 day, 12:19:34 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 6.4777 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8225 loss: 2.8225 2022/06/26 00:50:27 - mmengine - INFO - Epoch(train) [48][2280/3757] lr: 8.410e-03 eta: 1 day, 12:19:29 time: 0.269 data_time: 0.008 memory: 5036 grad_norm: 6.2868 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.6086 loss: 2.6086 2022/06/26 00:50:32 - mmengine - INFO - Epoch(train) [48][2300/3757] lr: 8.410e-03 eta: 1 day, 12:19:23 time: 0.261 data_time: 0.012 memory: 5036 grad_norm: 5.8409 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.8919 loss: 2.8919 2022/06/26 00:50:37 - mmengine - INFO - Epoch(train) [48][2320/3757] lr: 8.410e-03 eta: 1 day, 12:19:18 time: 0.353 data_time: 0.005 memory: 5036 grad_norm: 5.9386 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7802 loss: 2.7802 2022/06/26 00:50:42 - mmengine - INFO - Epoch(train) [48][2340/3757] lr: 8.410e-03 eta: 1 day, 12:19:12 time: 0.247 data_time: 0.006 memory: 5036 grad_norm: 5.7556 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7759 loss: 2.7759 2022/06/26 00:50:48 - mmengine - INFO - Epoch(train) [48][2360/3757] lr: 8.410e-03 eta: 1 day, 12:19:08 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 6.3389 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.8954 loss: 2.8954 2022/06/26 00:50:53 - mmengine - INFO - Epoch(train) [48][2380/3757] lr: 8.410e-03 eta: 1 day, 12:19:02 time: 0.251 data_time: 0.014 memory: 5036 grad_norm: 5.3482 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.9132 loss: 2.9132 2022/06/26 00:50:58 - mmengine - INFO - Epoch(train) [48][2400/3757] lr: 8.410e-03 eta: 1 day, 12:18:57 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 5.1938 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.1334 loss: 2.1334 2022/06/26 00:51:03 - mmengine - INFO - Epoch(train) [48][2420/3757] lr: 8.410e-03 eta: 1 day, 12:18:51 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 5.8334 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8182 loss: 2.8182 2022/06/26 00:51:04 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 00:51:08 - mmengine - INFO - Epoch(train) [48][2440/3757] lr: 8.410e-03 eta: 1 day, 12:18:46 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 5.7844 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 3.2879 loss: 3.2879 2022/06/26 00:51:14 - mmengine - INFO - Epoch(train) [48][2460/3757] lr: 8.410e-03 eta: 1 day, 12:18:40 time: 0.256 data_time: 0.016 memory: 5036 grad_norm: 5.8341 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9247 loss: 2.9247 2022/06/26 00:51:19 - mmengine - INFO - Epoch(train) [48][2480/3757] lr: 8.410e-03 eta: 1 day, 12:18:35 time: 0.265 data_time: 0.008 memory: 5036 grad_norm: 4.8006 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.6418 loss: 2.6418 2022/06/26 00:51:24 - mmengine - INFO - Epoch(train) [48][2500/3757] lr: 8.410e-03 eta: 1 day, 12:18:29 time: 0.255 data_time: 0.005 memory: 5036 grad_norm: 5.2864 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.4037 loss: 2.4037 2022/06/26 00:51:29 - mmengine - INFO - Epoch(train) [48][2520/3757] lr: 8.410e-03 eta: 1 day, 12:18:24 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 6.4055 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0558 loss: 3.0558 2022/06/26 00:51:35 - mmengine - INFO - Epoch(train) [48][2540/3757] lr: 8.410e-03 eta: 1 day, 12:18:19 time: 0.254 data_time: 0.016 memory: 5036 grad_norm: 5.8394 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.5966 loss: 2.5966 2022/06/26 00:51:40 - mmengine - INFO - Epoch(train) [48][2560/3757] lr: 8.410e-03 eta: 1 day, 12:18:13 time: 0.250 data_time: 0.008 memory: 5036 grad_norm: 6.1443 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7054 loss: 2.7054 2022/06/26 00:51:45 - mmengine - INFO - Epoch(train) [48][2580/3757] lr: 8.410e-03 eta: 1 day, 12:18:08 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 5.9516 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 3.0515 loss: 3.0515 2022/06/26 00:51:50 - mmengine - INFO - Epoch(train) [48][2600/3757] lr: 8.410e-03 eta: 1 day, 12:18:03 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 5.2702 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.9807 loss: 2.9807 2022/06/26 00:51:56 - mmengine - INFO - Epoch(train) [48][2620/3757] lr: 8.410e-03 eta: 1 day, 12:17:57 time: 0.257 data_time: 0.017 memory: 5036 grad_norm: 5.3940 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7423 loss: 2.7423 2022/06/26 00:52:01 - mmengine - INFO - Epoch(train) [48][2640/3757] lr: 8.410e-03 eta: 1 day, 12:17:53 time: 0.265 data_time: 0.011 memory: 5036 grad_norm: 6.2442 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.2475 loss: 2.2475 2022/06/26 00:52:06 - mmengine - INFO - Epoch(train) [48][2660/3757] lr: 8.410e-03 eta: 1 day, 12:17:48 time: 0.261 data_time: 0.009 memory: 5036 grad_norm: 5.8878 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.3144 loss: 2.3144 2022/06/26 00:52:12 - mmengine - INFO - Epoch(train) [48][2680/3757] lr: 8.410e-03 eta: 1 day, 12:17:42 time: 0.246 data_time: 0.006 memory: 5036 grad_norm: 5.8005 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.1533 loss: 3.1533 2022/06/26 00:52:17 - mmengine - INFO - Epoch(train) [48][2700/3757] lr: 8.410e-03 eta: 1 day, 12:17:37 time: 0.245 data_time: 0.003 memory: 5036 grad_norm: 6.0527 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8111 loss: 2.8111 2022/06/26 00:52:22 - mmengine - INFO - Epoch(train) [48][2720/3757] lr: 8.410e-03 eta: 1 day, 12:17:31 time: 0.262 data_time: 0.008 memory: 5036 grad_norm: 6.3516 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6303 loss: 2.6303 2022/06/26 00:52:27 - mmengine - INFO - Epoch(train) [48][2740/3757] lr: 8.410e-03 eta: 1 day, 12:17:26 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 5.6046 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.9325 loss: 2.9325 2022/06/26 00:52:32 - mmengine - INFO - Epoch(train) [48][2760/3757] lr: 8.410e-03 eta: 1 day, 12:17:20 time: 0.244 data_time: 0.006 memory: 5036 grad_norm: 5.0628 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8537 loss: 2.8537 2022/06/26 00:52:38 - mmengine - INFO - Epoch(train) [48][2780/3757] lr: 8.410e-03 eta: 1 day, 12:17:15 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 5.8857 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.4143 loss: 2.4143 2022/06/26 00:52:43 - mmengine - INFO - Epoch(train) [48][2800/3757] lr: 8.410e-03 eta: 1 day, 12:17:10 time: 0.273 data_time: 0.003 memory: 5036 grad_norm: 5.0790 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.6731 loss: 2.6731 2022/06/26 00:52:48 - mmengine - INFO - Epoch(train) [48][2820/3757] lr: 8.410e-03 eta: 1 day, 12:17:04 time: 0.267 data_time: 0.009 memory: 5036 grad_norm: 5.7913 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.8320 loss: 2.8320 2022/06/26 00:52:54 - mmengine - INFO - Epoch(train) [48][2840/3757] lr: 8.410e-03 eta: 1 day, 12:17:00 time: 0.251 data_time: 0.009 memory: 5036 grad_norm: 6.1194 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8344 loss: 2.8344 2022/06/26 00:52:59 - mmengine - INFO - Epoch(train) [48][2860/3757] lr: 8.410e-03 eta: 1 day, 12:16:55 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 5.2418 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.3184 loss: 3.3184 2022/06/26 00:53:04 - mmengine - INFO - Epoch(train) [48][2880/3757] lr: 8.410e-03 eta: 1 day, 12:16:50 time: 0.276 data_time: 0.003 memory: 5036 grad_norm: 5.1744 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.3864 loss: 2.3864 2022/06/26 00:53:10 - mmengine - INFO - Epoch(train) [48][2900/3757] lr: 8.410e-03 eta: 1 day, 12:16:44 time: 0.254 data_time: 0.012 memory: 5036 grad_norm: 5.5427 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9578 loss: 2.9578 2022/06/26 00:53:15 - mmengine - INFO - Epoch(train) [48][2920/3757] lr: 8.410e-03 eta: 1 day, 12:16:39 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.2410 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7336 loss: 2.7336 2022/06/26 00:53:20 - mmengine - INFO - Epoch(train) [48][2940/3757] lr: 8.410e-03 eta: 1 day, 12:16:34 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 5.6031 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7113 loss: 2.7113 2022/06/26 00:53:26 - mmengine - INFO - Epoch(train) [48][2960/3757] lr: 8.410e-03 eta: 1 day, 12:16:29 time: 0.274 data_time: 0.003 memory: 5036 grad_norm: 5.6447 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8379 loss: 2.8379 2022/06/26 00:53:31 - mmengine - INFO - Epoch(train) [48][2980/3757] lr: 8.410e-03 eta: 1 day, 12:16:24 time: 0.257 data_time: 0.013 memory: 5036 grad_norm: 6.0684 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5249 loss: 2.5249 2022/06/26 00:53:36 - mmengine - INFO - Epoch(train) [48][3000/3757] lr: 8.410e-03 eta: 1 day, 12:16:19 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 5.4084 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9992 loss: 2.9992 2022/06/26 00:53:42 - mmengine - INFO - Epoch(train) [48][3020/3757] lr: 8.410e-03 eta: 1 day, 12:16:14 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 6.1171 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6348 loss: 2.6348 2022/06/26 00:53:47 - mmengine - INFO - Epoch(train) [48][3040/3757] lr: 8.410e-03 eta: 1 day, 12:16:09 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 6.0874 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.6912 loss: 2.6912 2022/06/26 00:53:52 - mmengine - INFO - Epoch(train) [48][3060/3757] lr: 8.410e-03 eta: 1 day, 12:16:03 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 5.6453 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4081 loss: 2.4081 2022/06/26 00:53:58 - mmengine - INFO - Epoch(train) [48][3080/3757] lr: 8.410e-03 eta: 1 day, 12:15:59 time: 0.679 data_time: 0.023 memory: 5036 grad_norm: 5.7085 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6550 loss: 2.6550 2022/06/26 00:54:03 - mmengine - INFO - Epoch(train) [48][3100/3757] lr: 8.410e-03 eta: 1 day, 12:15:54 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 5.7341 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1604 loss: 3.1604 2022/06/26 00:54:08 - mmengine - INFO - Epoch(train) [48][3120/3757] lr: 8.410e-03 eta: 1 day, 12:15:49 time: 0.249 data_time: 0.009 memory: 5036 grad_norm: 6.2169 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8761 loss: 2.8761 2022/06/26 00:54:13 - mmengine - INFO - Epoch(train) [48][3140/3757] lr: 8.410e-03 eta: 1 day, 12:15:43 time: 0.252 data_time: 0.008 memory: 5036 grad_norm: 6.0048 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0111 loss: 3.0111 2022/06/26 00:54:19 - mmengine - INFO - Epoch(train) [48][3160/3757] lr: 8.410e-03 eta: 1 day, 12:15:37 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 6.1261 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2541 loss: 3.2541 2022/06/26 00:54:24 - mmengine - INFO - Epoch(train) [48][3180/3757] lr: 8.410e-03 eta: 1 day, 12:15:32 time: 0.248 data_time: 0.008 memory: 5036 grad_norm: 5.9713 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.4018 loss: 3.4018 2022/06/26 00:54:29 - mmengine - INFO - Epoch(train) [48][3200/3757] lr: 8.410e-03 eta: 1 day, 12:15:26 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 5.0939 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8002 loss: 2.8002 2022/06/26 00:54:34 - mmengine - INFO - Epoch(train) [48][3220/3757] lr: 8.410e-03 eta: 1 day, 12:15:20 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 4.8883 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6954 loss: 2.6954 2022/06/26 00:54:39 - mmengine - INFO - Epoch(train) [48][3240/3757] lr: 8.410e-03 eta: 1 day, 12:15:15 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 5.4743 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6363 loss: 2.6363 2022/06/26 00:54:44 - mmengine - INFO - Epoch(train) [48][3260/3757] lr: 8.410e-03 eta: 1 day, 12:15:09 time: 0.251 data_time: 0.005 memory: 5036 grad_norm: 5.7554 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.8237 loss: 2.8237 2022/06/26 00:54:50 - mmengine - INFO - Epoch(train) [48][3280/3757] lr: 8.410e-03 eta: 1 day, 12:15:04 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 5.2990 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7182 loss: 2.7182 2022/06/26 00:54:55 - mmengine - INFO - Epoch(train) [48][3300/3757] lr: 8.410e-03 eta: 1 day, 12:14:58 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 5.5493 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.7676 loss: 2.7676 2022/06/26 00:55:00 - mmengine - INFO - Epoch(train) [48][3320/3757] lr: 8.410e-03 eta: 1 day, 12:14:55 time: 0.255 data_time: 0.005 memory: 5036 grad_norm: 5.5007 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0589 loss: 3.0589 2022/06/26 00:55:06 - mmengine - INFO - Epoch(train) [48][3340/3757] lr: 8.410e-03 eta: 1 day, 12:14:49 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 5.3474 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9929 loss: 2.9929 2022/06/26 00:55:11 - mmengine - INFO - Epoch(train) [48][3360/3757] lr: 8.410e-03 eta: 1 day, 12:14:44 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 5.8979 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7472 loss: 2.7472 2022/06/26 00:55:16 - mmengine - INFO - Epoch(train) [48][3380/3757] lr: 8.410e-03 eta: 1 day, 12:14:38 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 6.1489 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9239 loss: 2.9239 2022/06/26 00:55:22 - mmengine - INFO - Epoch(train) [48][3400/3757] lr: 8.410e-03 eta: 1 day, 12:14:34 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 6.0747 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.3393 loss: 2.3393 2022/06/26 00:55:27 - mmengine - INFO - Epoch(train) [48][3420/3757] lr: 8.410e-03 eta: 1 day, 12:14:29 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 5.6836 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5987 loss: 2.5987 2022/06/26 00:55:27 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 00:55:32 - mmengine - INFO - Epoch(train) [48][3440/3757] lr: 8.410e-03 eta: 1 day, 12:14:23 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 5.7054 top1_acc: 0.2500 top5_acc: 1.0000 loss_cls: 2.9079 loss: 2.9079 2022/06/26 00:55:38 - mmengine - INFO - Epoch(train) [48][3460/3757] lr: 8.410e-03 eta: 1 day, 12:14:19 time: 0.727 data_time: 0.003 memory: 5036 grad_norm: 5.5764 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2689 loss: 3.2689 2022/06/26 00:55:43 - mmengine - INFO - Epoch(train) [48][3480/3757] lr: 8.410e-03 eta: 1 day, 12:14:14 time: 0.249 data_time: 0.005 memory: 5036 grad_norm: 5.3782 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6677 loss: 2.6677 2022/06/26 00:55:48 - mmengine - INFO - Epoch(train) [48][3500/3757] lr: 8.410e-03 eta: 1 day, 12:14:08 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 6.5704 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.0674 loss: 3.0674 2022/06/26 00:55:53 - mmengine - INFO - Epoch(train) [48][3520/3757] lr: 8.410e-03 eta: 1 day, 12:14:02 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 5.5175 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.8872 loss: 2.8872 2022/06/26 00:55:58 - mmengine - INFO - Epoch(train) [48][3540/3757] lr: 8.410e-03 eta: 1 day, 12:13:57 time: 0.250 data_time: 0.009 memory: 5036 grad_norm: 6.1403 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.1911 loss: 3.1911 2022/06/26 00:56:03 - mmengine - INFO - Epoch(train) [48][3560/3757] lr: 8.410e-03 eta: 1 day, 12:13:51 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 5.8043 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7594 loss: 2.7594 2022/06/26 00:56:09 - mmengine - INFO - Epoch(train) [48][3580/3757] lr: 8.410e-03 eta: 1 day, 12:13:45 time: 0.249 data_time: 0.010 memory: 5036 grad_norm: 5.6044 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.6057 loss: 2.6057 2022/06/26 00:56:14 - mmengine - INFO - Epoch(train) [48][3600/3757] lr: 8.410e-03 eta: 1 day, 12:13:40 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 6.0253 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 3.2163 loss: 3.2163 2022/06/26 00:56:19 - mmengine - INFO - Epoch(train) [48][3620/3757] lr: 8.410e-03 eta: 1 day, 12:13:35 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 5.2302 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.6846 loss: 2.6846 2022/06/26 00:56:24 - mmengine - INFO - Epoch(train) [48][3640/3757] lr: 8.410e-03 eta: 1 day, 12:13:30 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 5.7417 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5820 loss: 2.5820 2022/06/26 00:56:30 - mmengine - INFO - Epoch(train) [48][3660/3757] lr: 8.410e-03 eta: 1 day, 12:13:24 time: 0.249 data_time: 0.012 memory: 5036 grad_norm: 4.8377 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.9112 loss: 2.9112 2022/06/26 00:56:35 - mmengine - INFO - Epoch(train) [48][3680/3757] lr: 8.410e-03 eta: 1 day, 12:13:18 time: 0.252 data_time: 0.008 memory: 5036 grad_norm: 5.1479 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.3166 loss: 2.3166 2022/06/26 00:56:40 - mmengine - INFO - Epoch(train) [48][3700/3757] lr: 8.410e-03 eta: 1 day, 12:13:13 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 5.3976 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3704 loss: 2.3704 2022/06/26 00:56:45 - mmengine - INFO - Epoch(train) [48][3720/3757] lr: 8.410e-03 eta: 1 day, 12:13:08 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 5.7480 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7660 loss: 2.7660 2022/06/26 00:56:50 - mmengine - INFO - Epoch(train) [48][3740/3757] lr: 8.410e-03 eta: 1 day, 12:13:02 time: 0.235 data_time: 0.002 memory: 5036 grad_norm: 5.2185 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.9010 loss: 2.9010 2022/06/26 00:56:55 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 00:56:55 - mmengine - INFO - Saving checkpoint at 48 epochs 2022/06/26 00:57:08 - mmengine - INFO - Epoch(val) [48][20/310] eta: 0:01:45 time: 0.266 data_time: 0.164 memory: 5036 2022/06/26 00:57:12 - mmengine - INFO - Epoch(val) [48][40/310] eta: 0:01:33 time: 0.107 data_time: 0.005 memory: 1723 2022/06/26 00:57:17 - mmengine - INFO - Epoch(val) [48][60/310] eta: 0:00:26 time: 0.110 data_time: 0.002 memory: 1723 2022/06/26 00:57:21 - mmengine - INFO - Epoch(val) [48][80/310] eta: 0:00:24 time: 0.103 data_time: 0.002 memory: 1723 2022/06/26 00:57:28 - mmengine - INFO - Epoch(val) [48][100/310] eta: 0:01:13 time: 0.109 data_time: 0.002 memory: 1723 2022/06/26 00:57:33 - mmengine - INFO - Epoch(val) [48][120/310] eta: 0:01:09 time: 0.294 data_time: 0.193 memory: 1723 2022/06/26 00:57:38 - mmengine - INFO - Epoch(val) [48][140/310] eta: 0:00:27 time: 0.103 data_time: 0.002 memory: 1723 2022/06/26 00:57:42 - mmengine - INFO - Epoch(val) [48][160/310] eta: 0:00:16 time: 0.103 data_time: 0.002 memory: 1723 2022/06/26 00:57:49 - mmengine - INFO - Epoch(val) [48][180/310] eta: 0:00:44 time: 0.108 data_time: 0.002 memory: 1723 2022/06/26 00:57:54 - mmengine - INFO - Epoch(val) [48][200/310] eta: 0:00:38 time: 0.200 data_time: 0.099 memory: 1723 2022/06/26 00:57:59 - mmengine - INFO - Epoch(val) [48][220/310] eta: 0:00:18 time: 0.106 data_time: 0.002 memory: 1723 2022/06/26 00:58:03 - mmengine - INFO - Epoch(val) [48][240/310] eta: 0:00:07 time: 0.109 data_time: 0.001 memory: 1723 2022/06/26 00:58:11 - mmengine - INFO - Epoch(val) [48][260/310] eta: 0:00:19 time: 0.103 data_time: 0.002 memory: 1723 2022/06/26 00:58:14 - mmengine - INFO - Epoch(val) [48][280/310] eta: 0:00:07 time: 0.126 data_time: 0.001 memory: 1723 2022/06/26 00:58:17 - mmengine - INFO - Epoch(val) [48][300/310] eta: 0:00:01 time: 0.102 data_time: 0.001 memory: 1723 2022/06/26 00:58:19 - mmengine - INFO - Epoch(val) [48][310/310] acc/top1: 0.4445 acc/top5: 0.7125 acc/mean1: 0.4443 2022/06/26 00:58:29 - mmengine - INFO - Epoch(train) [49][20/3757] lr: 8.346e-03 eta: 1 day, 12:12:59 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 4.8681 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.4481 loss: 2.4481 2022/06/26 00:58:34 - mmengine - INFO - Epoch(train) [49][40/3757] lr: 8.346e-03 eta: 1 day, 12:12:53 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 5.7664 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.4785 loss: 2.4785 2022/06/26 00:58:39 - mmengine - INFO - Epoch(train) [49][60/3757] lr: 8.346e-03 eta: 1 day, 12:12:49 time: 0.244 data_time: 0.003 memory: 5036 grad_norm: 4.9926 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.9977 loss: 2.9977 2022/06/26 00:58:45 - mmengine - INFO - Epoch(train) [49][80/3757] lr: 8.346e-03 eta: 1 day, 12:12:43 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 5.6544 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.7727 loss: 2.7727 2022/06/26 00:58:50 - mmengine - INFO - Epoch(train) [49][100/3757] lr: 8.346e-03 eta: 1 day, 12:12:39 time: 0.243 data_time: 0.002 memory: 5036 grad_norm: 5.1347 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 2.8485 loss: 2.8485 2022/06/26 00:58:56 - mmengine - INFO - Epoch(train) [49][120/3757] lr: 8.346e-03 eta: 1 day, 12:12:35 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 5.6216 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.6856 loss: 2.6856 2022/06/26 00:59:01 - mmengine - INFO - Epoch(train) [49][140/3757] lr: 8.346e-03 eta: 1 day, 12:12:29 time: 0.248 data_time: 0.004 memory: 5036 grad_norm: 6.1620 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3120 loss: 3.3120 2022/06/26 00:59:06 - mmengine - INFO - Epoch(train) [49][160/3757] lr: 8.346e-03 eta: 1 day, 12:12:23 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 5.3976 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.8138 loss: 2.8138 2022/06/26 00:59:11 - mmengine - INFO - Epoch(train) [49][180/3757] lr: 8.346e-03 eta: 1 day, 12:12:18 time: 0.282 data_time: 0.003 memory: 5036 grad_norm: 6.0835 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7721 loss: 2.7721 2022/06/26 00:59:16 - mmengine - INFO - Epoch(train) [49][200/3757] lr: 8.346e-03 eta: 1 day, 12:12:12 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.3673 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7037 loss: 2.7037 2022/06/26 00:59:22 - mmengine - INFO - Epoch(train) [49][220/3757] lr: 8.346e-03 eta: 1 day, 12:12:07 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 6.3992 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8616 loss: 2.8616 2022/06/26 00:59:27 - mmengine - INFO - Epoch(train) [49][240/3757] lr: 8.346e-03 eta: 1 day, 12:12:01 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 6.0835 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.7806 loss: 2.7806 2022/06/26 00:59:32 - mmengine - INFO - Epoch(train) [49][260/3757] lr: 8.346e-03 eta: 1 day, 12:11:56 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 5.6949 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.4537 loss: 2.4537 2022/06/26 00:59:37 - mmengine - INFO - Epoch(train) [49][280/3757] lr: 8.346e-03 eta: 1 day, 12:11:51 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 5.6672 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.4308 loss: 2.4308 2022/06/26 00:59:43 - mmengine - INFO - Epoch(train) [49][300/3757] lr: 8.346e-03 eta: 1 day, 12:11:46 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 6.7173 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.9836 loss: 2.9836 2022/06/26 00:59:48 - mmengine - INFO - Epoch(train) [49][320/3757] lr: 8.346e-03 eta: 1 day, 12:11:40 time: 0.249 data_time: 0.008 memory: 5036 grad_norm: 7.0613 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2241 loss: 3.2241 2022/06/26 00:59:53 - mmengine - INFO - Epoch(train) [49][340/3757] lr: 8.346e-03 eta: 1 day, 12:11:35 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 5.2933 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1543 loss: 3.1543 2022/06/26 00:59:59 - mmengine - INFO - Epoch(train) [49][360/3757] lr: 8.346e-03 eta: 1 day, 12:11:31 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.1607 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.8972 loss: 2.8972 2022/06/26 01:00:04 - mmengine - INFO - Epoch(train) [49][380/3757] lr: 8.346e-03 eta: 1 day, 12:11:26 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 7.0522 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.9617 loss: 2.9617 2022/06/26 01:00:09 - mmengine - INFO - Epoch(train) [49][400/3757] lr: 8.346e-03 eta: 1 day, 12:11:21 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 5.5499 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.6511 loss: 2.6511 2022/06/26 01:00:15 - mmengine - INFO - Epoch(train) [49][420/3757] lr: 8.346e-03 eta: 1 day, 12:11:16 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 5.7041 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6434 loss: 2.6434 2022/06/26 01:00:20 - mmengine - INFO - Epoch(train) [49][440/3757] lr: 8.346e-03 eta: 1 day, 12:11:11 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 6.2575 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8913 loss: 2.8913 2022/06/26 01:00:26 - mmengine - INFO - Epoch(train) [49][460/3757] lr: 8.346e-03 eta: 1 day, 12:11:06 time: 0.256 data_time: 0.002 memory: 5036 grad_norm: 5.7656 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5654 loss: 2.5654 2022/06/26 01:00:31 - mmengine - INFO - Epoch(train) [49][480/3757] lr: 8.346e-03 eta: 1 day, 12:11:01 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 5.6657 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7699 loss: 2.7699 2022/06/26 01:00:36 - mmengine - INFO - Epoch(train) [49][500/3757] lr: 8.346e-03 eta: 1 day, 12:10:55 time: 0.250 data_time: 0.011 memory: 5036 grad_norm: 5.6896 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.0028 loss: 3.0028 2022/06/26 01:00:41 - mmengine - INFO - Epoch(train) [49][520/3757] lr: 8.346e-03 eta: 1 day, 12:10:50 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 5.4002 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5776 loss: 2.5776 2022/06/26 01:00:46 - mmengine - INFO - Epoch(train) [49][540/3757] lr: 8.346e-03 eta: 1 day, 12:10:44 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 5.3258 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.7605 loss: 2.7605 2022/06/26 01:00:52 - mmengine - INFO - Epoch(train) [49][560/3757] lr: 8.346e-03 eta: 1 day, 12:10:39 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 5.8903 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7903 loss: 2.7903 2022/06/26 01:00:57 - mmengine - INFO - Epoch(train) [49][580/3757] lr: 8.346e-03 eta: 1 day, 12:10:34 time: 0.261 data_time: 0.017 memory: 5036 grad_norm: 6.4591 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6161 loss: 2.6161 2022/06/26 01:01:02 - mmengine - INFO - Epoch(train) [49][600/3757] lr: 8.346e-03 eta: 1 day, 12:10:29 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 5.9064 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8710 loss: 2.8710 2022/06/26 01:01:07 - mmengine - INFO - Epoch(train) [49][620/3757] lr: 8.346e-03 eta: 1 day, 12:10:23 time: 0.257 data_time: 0.002 memory: 5036 grad_norm: 5.2007 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6039 loss: 2.6039 2022/06/26 01:01:13 - mmengine - INFO - Epoch(train) [49][640/3757] lr: 8.346e-03 eta: 1 day, 12:10:17 time: 0.243 data_time: 0.006 memory: 5036 grad_norm: 5.7367 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8222 loss: 2.8222 2022/06/26 01:01:18 - mmengine - INFO - Epoch(train) [49][660/3757] lr: 8.346e-03 eta: 1 day, 12:10:14 time: 0.830 data_time: 0.033 memory: 5036 grad_norm: 5.7750 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7055 loss: 2.7055 2022/06/26 01:01:20 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 01:01:24 - mmengine - INFO - Epoch(train) [49][680/3757] lr: 8.346e-03 eta: 1 day, 12:10:09 time: 0.261 data_time: 0.002 memory: 5036 grad_norm: 6.4008 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.8151 loss: 2.8151 2022/06/26 01:01:29 - mmengine - INFO - Epoch(train) [49][700/3757] lr: 8.346e-03 eta: 1 day, 12:10:03 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.3169 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.4888 loss: 2.4888 2022/06/26 01:01:34 - mmengine - INFO - Epoch(train) [49][720/3757] lr: 8.346e-03 eta: 1 day, 12:09:58 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 5.5993 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6371 loss: 2.6371 2022/06/26 01:01:40 - mmengine - INFO - Epoch(train) [49][740/3757] lr: 8.346e-03 eta: 1 day, 12:09:54 time: 0.264 data_time: 0.020 memory: 5036 grad_norm: 6.2863 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0854 loss: 3.0854 2022/06/26 01:01:45 - mmengine - INFO - Epoch(train) [49][760/3757] lr: 8.346e-03 eta: 1 day, 12:09:48 time: 0.257 data_time: 0.002 memory: 5036 grad_norm: 4.4423 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3746 loss: 2.3746 2022/06/26 01:01:50 - mmengine - INFO - Epoch(train) [49][780/3757] lr: 8.346e-03 eta: 1 day, 12:09:42 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 6.0467 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1829 loss: 3.1829 2022/06/26 01:01:55 - mmengine - INFO - Epoch(train) [49][800/3757] lr: 8.346e-03 eta: 1 day, 12:09:36 time: 0.254 data_time: 0.011 memory: 5036 grad_norm: 5.8662 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8041 loss: 2.8041 2022/06/26 01:02:01 - mmengine - INFO - Epoch(train) [49][820/3757] lr: 8.346e-03 eta: 1 day, 12:09:32 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 6.3649 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.8165 loss: 2.8165 2022/06/26 01:02:06 - mmengine - INFO - Epoch(train) [49][840/3757] lr: 8.346e-03 eta: 1 day, 12:09:27 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 5.0390 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.9163 loss: 2.9163 2022/06/26 01:02:11 - mmengine - INFO - Epoch(train) [49][860/3757] lr: 8.346e-03 eta: 1 day, 12:09:21 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 5.3204 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.6913 loss: 2.6913 2022/06/26 01:02:16 - mmengine - INFO - Epoch(train) [49][880/3757] lr: 8.346e-03 eta: 1 day, 12:09:16 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 5.7952 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 3.0041 loss: 3.0041 2022/06/26 01:02:22 - mmengine - INFO - Epoch(train) [49][900/3757] lr: 8.346e-03 eta: 1 day, 12:09:13 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 5.9872 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.8663 loss: 2.8663 2022/06/26 01:02:27 - mmengine - INFO - Epoch(train) [49][920/3757] lr: 8.346e-03 eta: 1 day, 12:09:07 time: 0.251 data_time: 0.008 memory: 5036 grad_norm: 6.0787 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7764 loss: 2.7764 2022/06/26 01:02:33 - mmengine - INFO - Epoch(train) [49][940/3757] lr: 8.346e-03 eta: 1 day, 12:09:01 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 5.7139 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8929 loss: 2.8929 2022/06/26 01:02:38 - mmengine - INFO - Epoch(train) [49][960/3757] lr: 8.346e-03 eta: 1 day, 12:08:56 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 5.6404 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7577 loss: 2.7577 2022/06/26 01:02:43 - mmengine - INFO - Epoch(train) [49][980/3757] lr: 8.346e-03 eta: 1 day, 12:08:52 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 5.1834 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7630 loss: 2.7630 2022/06/26 01:02:49 - mmengine - INFO - Epoch(train) [49][1000/3757] lr: 8.346e-03 eta: 1 day, 12:08:46 time: 0.251 data_time: 0.009 memory: 5036 grad_norm: 5.1491 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.6545 loss: 2.6545 2022/06/26 01:02:54 - mmengine - INFO - Epoch(train) [49][1020/3757] lr: 8.346e-03 eta: 1 day, 12:08:41 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 5.3779 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.9181 loss: 2.9181 2022/06/26 01:02:59 - mmengine - INFO - Epoch(train) [49][1040/3757] lr: 8.346e-03 eta: 1 day, 12:08:35 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 5.8375 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6465 loss: 2.6465 2022/06/26 01:03:04 - mmengine - INFO - Epoch(train) [49][1060/3757] lr: 8.346e-03 eta: 1 day, 12:08:30 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 5.8403 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7519 loss: 2.7519 2022/06/26 01:03:09 - mmengine - INFO - Epoch(train) [49][1080/3757] lr: 8.346e-03 eta: 1 day, 12:08:24 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 5.2857 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.4796 loss: 2.4796 2022/06/26 01:03:14 - mmengine - INFO - Epoch(train) [49][1100/3757] lr: 8.346e-03 eta: 1 day, 12:08:18 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 5.8702 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6387 loss: 2.6387 2022/06/26 01:03:20 - mmengine - INFO - Epoch(train) [49][1120/3757] lr: 8.346e-03 eta: 1 day, 12:08:13 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 6.2636 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6929 loss: 2.6929 2022/06/26 01:03:25 - mmengine - INFO - Epoch(train) [49][1140/3757] lr: 8.346e-03 eta: 1 day, 12:08:07 time: 0.250 data_time: 0.009 memory: 5036 grad_norm: 5.1594 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6525 loss: 2.6525 2022/06/26 01:03:30 - mmengine - INFO - Epoch(train) [49][1160/3757] lr: 8.346e-03 eta: 1 day, 12:08:02 time: 0.259 data_time: 0.009 memory: 5036 grad_norm: 5.3609 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7570 loss: 2.7570 2022/06/26 01:03:35 - mmengine - INFO - Epoch(train) [49][1180/3757] lr: 8.346e-03 eta: 1 day, 12:07:56 time: 0.251 data_time: 0.005 memory: 5036 grad_norm: 5.0316 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6472 loss: 2.6472 2022/06/26 01:03:41 - mmengine - INFO - Epoch(train) [49][1200/3757] lr: 8.346e-03 eta: 1 day, 12:07:52 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 5.3591 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8024 loss: 2.8024 2022/06/26 01:03:46 - mmengine - INFO - Epoch(train) [49][1220/3757] lr: 8.346e-03 eta: 1 day, 12:07:46 time: 0.249 data_time: 0.009 memory: 5036 grad_norm: 6.3474 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.6707 loss: 2.6707 2022/06/26 01:03:51 - mmengine - INFO - Epoch(train) [49][1240/3757] lr: 8.346e-03 eta: 1 day, 12:07:41 time: 0.254 data_time: 0.005 memory: 5036 grad_norm: 6.3366 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7647 loss: 2.7647 2022/06/26 01:03:56 - mmengine - INFO - Epoch(train) [49][1260/3757] lr: 8.346e-03 eta: 1 day, 12:07:35 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 6.0283 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9933 loss: 2.9933 2022/06/26 01:04:01 - mmengine - INFO - Epoch(train) [49][1280/3757] lr: 8.346e-03 eta: 1 day, 12:07:30 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 5.5353 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6553 loss: 2.6553 2022/06/26 01:04:06 - mmengine - INFO - Epoch(train) [49][1300/3757] lr: 8.346e-03 eta: 1 day, 12:07:24 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 6.5337 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 3.0131 loss: 3.0131 2022/06/26 01:04:11 - mmengine - INFO - Epoch(train) [49][1320/3757] lr: 8.346e-03 eta: 1 day, 12:07:18 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 5.8125 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.2321 loss: 3.2321 2022/06/26 01:04:17 - mmengine - INFO - Epoch(train) [49][1340/3757] lr: 8.346e-03 eta: 1 day, 12:07:13 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 5.3942 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9863 loss: 2.9863 2022/06/26 01:04:22 - mmengine - INFO - Epoch(train) [49][1360/3757] lr: 8.346e-03 eta: 1 day, 12:07:07 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 6.3925 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7657 loss: 2.7657 2022/06/26 01:04:27 - mmengine - INFO - Epoch(train) [49][1380/3757] lr: 8.346e-03 eta: 1 day, 12:07:01 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 5.8876 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6437 loss: 2.6437 2022/06/26 01:04:32 - mmengine - INFO - Epoch(train) [49][1400/3757] lr: 8.346e-03 eta: 1 day, 12:06:55 time: 0.251 data_time: 0.009 memory: 5036 grad_norm: 6.1201 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0913 loss: 3.0913 2022/06/26 01:04:37 - mmengine - INFO - Epoch(train) [49][1420/3757] lr: 8.346e-03 eta: 1 day, 12:06:50 time: 0.248 data_time: 0.008 memory: 5036 grad_norm: 5.5591 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.6777 loss: 2.6777 2022/06/26 01:04:42 - mmengine - INFO - Epoch(train) [49][1440/3757] lr: 8.346e-03 eta: 1 day, 12:06:44 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 5.1461 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.7684 loss: 2.7684 2022/06/26 01:04:47 - mmengine - INFO - Epoch(train) [49][1460/3757] lr: 8.346e-03 eta: 1 day, 12:06:39 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 6.3053 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.1346 loss: 3.1346 2022/06/26 01:04:53 - mmengine - INFO - Epoch(train) [49][1480/3757] lr: 8.346e-03 eta: 1 day, 12:06:33 time: 0.251 data_time: 0.013 memory: 5036 grad_norm: 6.0801 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4480 loss: 2.4480 2022/06/26 01:04:58 - mmengine - INFO - Epoch(train) [49][1500/3757] lr: 8.346e-03 eta: 1 day, 12:06:28 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 5.7549 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9980 loss: 2.9980 2022/06/26 01:05:03 - mmengine - INFO - Epoch(train) [49][1520/3757] lr: 8.346e-03 eta: 1 day, 12:06:23 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 5.9496 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.5251 loss: 2.5251 2022/06/26 01:05:08 - mmengine - INFO - Epoch(train) [49][1540/3757] lr: 8.346e-03 eta: 1 day, 12:06:18 time: 0.468 data_time: 0.006 memory: 5036 grad_norm: 5.7888 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9066 loss: 2.9066 2022/06/26 01:05:14 - mmengine - INFO - Epoch(train) [49][1560/3757] lr: 8.346e-03 eta: 1 day, 12:06:12 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 6.8805 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8460 loss: 2.8460 2022/06/26 01:05:19 - mmengine - INFO - Epoch(train) [49][1580/3757] lr: 8.346e-03 eta: 1 day, 12:06:08 time: 0.277 data_time: 0.006 memory: 5036 grad_norm: 5.7415 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8977 loss: 2.8977 2022/06/26 01:05:24 - mmengine - INFO - Epoch(train) [49][1600/3757] lr: 8.346e-03 eta: 1 day, 12:06:02 time: 0.247 data_time: 0.005 memory: 5036 grad_norm: 6.1853 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1944 loss: 3.1944 2022/06/26 01:05:30 - mmengine - INFO - Epoch(train) [49][1620/3757] lr: 8.346e-03 eta: 1 day, 12:05:57 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 5.4990 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8889 loss: 2.8889 2022/06/26 01:05:35 - mmengine - INFO - Epoch(train) [49][1640/3757] lr: 8.346e-03 eta: 1 day, 12:05:52 time: 0.248 data_time: 0.008 memory: 5036 grad_norm: 5.6752 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0140 loss: 3.0140 2022/06/26 01:05:41 - mmengine - INFO - Epoch(train) [49][1660/3757] lr: 8.346e-03 eta: 1 day, 12:05:47 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 5.5584 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.7546 loss: 2.7546 2022/06/26 01:05:42 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 01:05:46 - mmengine - INFO - Epoch(train) [49][1680/3757] lr: 8.346e-03 eta: 1 day, 12:05:42 time: 0.247 data_time: 0.005 memory: 5036 grad_norm: 6.2056 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.6096 loss: 2.6096 2022/06/26 01:05:51 - mmengine - INFO - Epoch(train) [49][1700/3757] lr: 8.346e-03 eta: 1 day, 12:05:37 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 6.1033 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3967 loss: 2.3967 2022/06/26 01:05:56 - mmengine - INFO - Epoch(train) [49][1720/3757] lr: 8.346e-03 eta: 1 day, 12:05:31 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 5.2358 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3641 loss: 2.3641 2022/06/26 01:06:02 - mmengine - INFO - Epoch(train) [49][1740/3757] lr: 8.346e-03 eta: 1 day, 12:05:27 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 6.1829 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6541 loss: 2.6541 2022/06/26 01:06:07 - mmengine - INFO - Epoch(train) [49][1760/3757] lr: 8.346e-03 eta: 1 day, 12:05:21 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 5.6472 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5902 loss: 2.5902 2022/06/26 01:06:12 - mmengine - INFO - Epoch(train) [49][1780/3757] lr: 8.346e-03 eta: 1 day, 12:05:16 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 5.0452 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.4985 loss: 2.4985 2022/06/26 01:06:17 - mmengine - INFO - Epoch(train) [49][1800/3757] lr: 8.346e-03 eta: 1 day, 12:05:10 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 5.0557 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.0512 loss: 3.0512 2022/06/26 01:06:22 - mmengine - INFO - Epoch(train) [49][1820/3757] lr: 8.346e-03 eta: 1 day, 12:05:05 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 5.9695 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7714 loss: 2.7714 2022/06/26 01:06:28 - mmengine - INFO - Epoch(train) [49][1840/3757] lr: 8.346e-03 eta: 1 day, 12:04:59 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 5.7385 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1251 loss: 3.1251 2022/06/26 01:06:33 - mmengine - INFO - Epoch(train) [49][1860/3757] lr: 8.346e-03 eta: 1 day, 12:04:53 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 5.5079 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9314 loss: 2.9314 2022/06/26 01:06:38 - mmengine - INFO - Epoch(train) [49][1880/3757] lr: 8.346e-03 eta: 1 day, 12:04:48 time: 0.256 data_time: 0.002 memory: 5036 grad_norm: 5.6015 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.5926 loss: 2.5926 2022/06/26 01:06:44 - mmengine - INFO - Epoch(train) [49][1900/3757] lr: 8.346e-03 eta: 1 day, 12:04:43 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 5.5667 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7472 loss: 2.7472 2022/06/26 01:06:49 - mmengine - INFO - Epoch(train) [49][1920/3757] lr: 8.346e-03 eta: 1 day, 12:04:38 time: 0.371 data_time: 0.115 memory: 5036 grad_norm: 4.9362 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.5982 loss: 2.5982 2022/06/26 01:06:54 - mmengine - INFO - Epoch(train) [49][1940/3757] lr: 8.346e-03 eta: 1 day, 12:04:32 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 6.2339 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0019 loss: 3.0019 2022/06/26 01:07:00 - mmengine - INFO - Epoch(train) [49][1960/3757] lr: 8.346e-03 eta: 1 day, 12:04:28 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 5.8364 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9817 loss: 2.9817 2022/06/26 01:07:05 - mmengine - INFO - Epoch(train) [49][1980/3757] lr: 8.346e-03 eta: 1 day, 12:04:23 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 5.2466 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.0460 loss: 3.0460 2022/06/26 01:07:10 - mmengine - INFO - Epoch(train) [49][2000/3757] lr: 8.346e-03 eta: 1 day, 12:04:17 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 5.5871 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.8421 loss: 2.8421 2022/06/26 01:07:15 - mmengine - INFO - Epoch(train) [49][2020/3757] lr: 8.346e-03 eta: 1 day, 12:04:12 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 5.6169 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7658 loss: 2.7658 2022/06/26 01:07:20 - mmengine - INFO - Epoch(train) [49][2040/3757] lr: 8.346e-03 eta: 1 day, 12:04:07 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 5.5023 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8035 loss: 2.8035 2022/06/26 01:07:26 - mmengine - INFO - Epoch(train) [49][2060/3757] lr: 8.346e-03 eta: 1 day, 12:04:01 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 5.7953 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.0590 loss: 3.0590 2022/06/26 01:07:31 - mmengine - INFO - Epoch(train) [49][2080/3757] lr: 8.346e-03 eta: 1 day, 12:03:56 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 5.2808 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7480 loss: 2.7480 2022/06/26 01:07:36 - mmengine - INFO - Epoch(train) [49][2100/3757] lr: 8.346e-03 eta: 1 day, 12:03:50 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 5.7627 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5830 loss: 2.5830 2022/06/26 01:07:41 - mmengine - INFO - Epoch(train) [49][2120/3757] lr: 8.346e-03 eta: 1 day, 12:03:45 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 6.9602 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.1773 loss: 3.1773 2022/06/26 01:07:46 - mmengine - INFO - Epoch(train) [49][2140/3757] lr: 8.346e-03 eta: 1 day, 12:03:39 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 6.0425 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.9265 loss: 2.9265 2022/06/26 01:07:51 - mmengine - INFO - Epoch(train) [49][2160/3757] lr: 8.346e-03 eta: 1 day, 12:03:33 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 5.1662 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 3.5700 loss: 3.5700 2022/06/26 01:07:56 - mmengine - INFO - Epoch(train) [49][2180/3757] lr: 8.346e-03 eta: 1 day, 12:03:28 time: 0.269 data_time: 0.007 memory: 5036 grad_norm: 6.6555 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7341 loss: 2.7341 2022/06/26 01:08:02 - mmengine - INFO - Epoch(train) [49][2200/3757] lr: 8.346e-03 eta: 1 day, 12:03:23 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 6.9623 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.2521 loss: 3.2521 2022/06/26 01:08:07 - mmengine - INFO - Epoch(train) [49][2220/3757] lr: 8.346e-03 eta: 1 day, 12:03:18 time: 0.249 data_time: 0.007 memory: 5036 grad_norm: 5.0156 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4908 loss: 2.4908 2022/06/26 01:08:12 - mmengine - INFO - Epoch(train) [49][2240/3757] lr: 8.346e-03 eta: 1 day, 12:03:12 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 5.5586 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.7782 loss: 2.7782 2022/06/26 01:08:18 - mmengine - INFO - Epoch(train) [49][2260/3757] lr: 8.346e-03 eta: 1 day, 12:03:07 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 5.3236 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.7716 loss: 2.7716 2022/06/26 01:08:23 - mmengine - INFO - Epoch(train) [49][2280/3757] lr: 8.346e-03 eta: 1 day, 12:03:02 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 5.5800 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4912 loss: 2.4912 2022/06/26 01:08:28 - mmengine - INFO - Epoch(train) [49][2300/3757] lr: 8.346e-03 eta: 1 day, 12:02:56 time: 0.249 data_time: 0.005 memory: 5036 grad_norm: 5.9210 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5189 loss: 2.5189 2022/06/26 01:08:33 - mmengine - INFO - Epoch(train) [49][2320/3757] lr: 8.346e-03 eta: 1 day, 12:02:51 time: 0.266 data_time: 0.009 memory: 5036 grad_norm: 5.2649 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1344 loss: 3.1344 2022/06/26 01:08:39 - mmengine - INFO - Epoch(train) [49][2340/3757] lr: 8.346e-03 eta: 1 day, 12:02:45 time: 0.267 data_time: 0.006 memory: 5036 grad_norm: 5.8490 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.6892 loss: 2.6892 2022/06/26 01:08:44 - mmengine - INFO - Epoch(train) [49][2360/3757] lr: 8.346e-03 eta: 1 day, 12:02:40 time: 0.248 data_time: 0.008 memory: 5036 grad_norm: 5.8380 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5647 loss: 2.5647 2022/06/26 01:08:49 - mmengine - INFO - Epoch(train) [49][2380/3757] lr: 8.346e-03 eta: 1 day, 12:02:34 time: 0.276 data_time: 0.023 memory: 5036 grad_norm: 5.8471 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4654 loss: 2.4654 2022/06/26 01:08:54 - mmengine - INFO - Epoch(train) [49][2400/3757] lr: 8.346e-03 eta: 1 day, 12:02:28 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 5.5785 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.7265 loss: 2.7265 2022/06/26 01:08:59 - mmengine - INFO - Epoch(train) [49][2420/3757] lr: 8.346e-03 eta: 1 day, 12:02:23 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 5.7054 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6887 loss: 2.6887 2022/06/26 01:09:04 - mmengine - INFO - Epoch(train) [49][2440/3757] lr: 8.346e-03 eta: 1 day, 12:02:17 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 6.3360 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.9308 loss: 2.9308 2022/06/26 01:09:09 - mmengine - INFO - Epoch(train) [49][2460/3757] lr: 8.346e-03 eta: 1 day, 12:02:12 time: 0.260 data_time: 0.012 memory: 5036 grad_norm: 6.0191 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.2191 loss: 3.2191 2022/06/26 01:09:14 - mmengine - INFO - Epoch(train) [49][2480/3757] lr: 8.346e-03 eta: 1 day, 12:02:06 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 6.2035 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7924 loss: 2.7924 2022/06/26 01:09:20 - mmengine - INFO - Epoch(train) [49][2500/3757] lr: 8.346e-03 eta: 1 day, 12:02:02 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 5.8349 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4537 loss: 2.4537 2022/06/26 01:09:25 - mmengine - INFO - Epoch(train) [49][2520/3757] lr: 8.346e-03 eta: 1 day, 12:01:57 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 5.6602 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.5837 loss: 2.5837 2022/06/26 01:09:31 - mmengine - INFO - Epoch(train) [49][2540/3757] lr: 8.346e-03 eta: 1 day, 12:01:51 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 5.9892 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.8077 loss: 2.8077 2022/06/26 01:09:36 - mmengine - INFO - Epoch(train) [49][2560/3757] lr: 8.346e-03 eta: 1 day, 12:01:45 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 6.5575 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1425 loss: 3.1425 2022/06/26 01:09:41 - mmengine - INFO - Epoch(train) [49][2580/3757] lr: 8.346e-03 eta: 1 day, 12:01:41 time: 0.270 data_time: 0.008 memory: 5036 grad_norm: 5.6930 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7120 loss: 2.7120 2022/06/26 01:09:46 - mmengine - INFO - Epoch(train) [49][2600/3757] lr: 8.346e-03 eta: 1 day, 12:01:35 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 5.6343 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.6601 loss: 2.6601 2022/06/26 01:09:52 - mmengine - INFO - Epoch(train) [49][2620/3757] lr: 8.346e-03 eta: 1 day, 12:01:30 time: 0.262 data_time: 0.005 memory: 5036 grad_norm: 5.6311 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1901 loss: 3.1901 2022/06/26 01:09:57 - mmengine - INFO - Epoch(train) [49][2640/3757] lr: 8.346e-03 eta: 1 day, 12:01:24 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 5.9599 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8876 loss: 2.8876 2022/06/26 01:10:02 - mmengine - INFO - Epoch(train) [49][2660/3757] lr: 8.346e-03 eta: 1 day, 12:01:20 time: 0.257 data_time: 0.012 memory: 5036 grad_norm: 4.8381 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0015 loss: 3.0015 2022/06/26 01:10:04 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 01:10:08 - mmengine - INFO - Epoch(train) [49][2680/3757] lr: 8.346e-03 eta: 1 day, 12:01:14 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 5.7211 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.9106 loss: 2.9106 2022/06/26 01:10:13 - mmengine - INFO - Epoch(train) [49][2700/3757] lr: 8.346e-03 eta: 1 day, 12:01:09 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 5.6667 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9155 loss: 2.9155 2022/06/26 01:10:18 - mmengine - INFO - Epoch(train) [49][2720/3757] lr: 8.346e-03 eta: 1 day, 12:01:03 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 6.1717 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8283 loss: 2.8283 2022/06/26 01:10:23 - mmengine - INFO - Epoch(train) [49][2740/3757] lr: 8.346e-03 eta: 1 day, 12:00:58 time: 0.254 data_time: 0.015 memory: 5036 grad_norm: 4.7815 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7310 loss: 2.7310 2022/06/26 01:10:28 - mmengine - INFO - Epoch(train) [49][2760/3757] lr: 8.346e-03 eta: 1 day, 12:00:52 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 5.2288 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.8441 loss: 2.8441 2022/06/26 01:10:33 - mmengine - INFO - Epoch(train) [49][2780/3757] lr: 8.346e-03 eta: 1 day, 12:00:47 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 5.8914 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.5902 loss: 2.5902 2022/06/26 01:10:38 - mmengine - INFO - Epoch(train) [49][2800/3757] lr: 8.346e-03 eta: 1 day, 12:00:41 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 5.8714 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4917 loss: 2.4917 2022/06/26 01:10:44 - mmengine - INFO - Epoch(train) [49][2820/3757] lr: 8.346e-03 eta: 1 day, 12:00:36 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 5.3218 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6092 loss: 2.6092 2022/06/26 01:10:49 - mmengine - INFO - Epoch(train) [49][2840/3757] lr: 8.346e-03 eta: 1 day, 12:00:31 time: 0.459 data_time: 0.003 memory: 5036 grad_norm: 5.5971 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6212 loss: 2.6212 2022/06/26 01:10:54 - mmengine - INFO - Epoch(train) [49][2860/3757] lr: 8.346e-03 eta: 1 day, 12:00:25 time: 0.274 data_time: 0.003 memory: 5036 grad_norm: 5.5012 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.3201 loss: 3.3201 2022/06/26 01:11:00 - mmengine - INFO - Epoch(train) [49][2880/3757] lr: 8.346e-03 eta: 1 day, 12:00:20 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 5.2316 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9197 loss: 2.9197 2022/06/26 01:11:05 - mmengine - INFO - Epoch(train) [49][2900/3757] lr: 8.346e-03 eta: 1 day, 12:00:15 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 5.7565 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.3456 loss: 2.3456 2022/06/26 01:11:10 - mmengine - INFO - Epoch(train) [49][2920/3757] lr: 8.346e-03 eta: 1 day, 12:00:09 time: 0.274 data_time: 0.003 memory: 5036 grad_norm: 5.5105 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8050 loss: 2.8050 2022/06/26 01:11:15 - mmengine - INFO - Epoch(train) [49][2940/3757] lr: 8.346e-03 eta: 1 day, 12:00:04 time: 0.268 data_time: 0.002 memory: 5036 grad_norm: 5.4728 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1241 loss: 3.1241 2022/06/26 01:11:20 - mmengine - INFO - Epoch(train) [49][2960/3757] lr: 8.346e-03 eta: 1 day, 11:59:58 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 5.2972 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7909 loss: 2.7909 2022/06/26 01:11:26 - mmengine - INFO - Epoch(train) [49][2980/3757] lr: 8.346e-03 eta: 1 day, 11:59:53 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 6.0422 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.6879 loss: 2.6879 2022/06/26 01:11:31 - mmengine - INFO - Epoch(train) [49][3000/3757] lr: 8.346e-03 eta: 1 day, 11:59:47 time: 0.266 data_time: 0.003 memory: 5036 grad_norm: 5.7512 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7934 loss: 2.7934 2022/06/26 01:11:36 - mmengine - INFO - Epoch(train) [49][3020/3757] lr: 8.346e-03 eta: 1 day, 11:59:42 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 5.4633 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.5886 loss: 2.5886 2022/06/26 01:11:42 - mmengine - INFO - Epoch(train) [49][3040/3757] lr: 8.346e-03 eta: 1 day, 11:59:37 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 5.4376 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.9874 loss: 2.9874 2022/06/26 01:11:47 - mmengine - INFO - Epoch(train) [49][3060/3757] lr: 8.346e-03 eta: 1 day, 11:59:32 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 5.1024 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.3117 loss: 3.3117 2022/06/26 01:11:52 - mmengine - INFO - Epoch(train) [49][3080/3757] lr: 8.346e-03 eta: 1 day, 11:59:26 time: 0.270 data_time: 0.005 memory: 5036 grad_norm: 6.2911 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 2.7751 loss: 2.7751 2022/06/26 01:11:57 - mmengine - INFO - Epoch(train) [49][3100/3757] lr: 8.346e-03 eta: 1 day, 11:59:21 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 5.8939 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.2197 loss: 2.2197 2022/06/26 01:12:02 - mmengine - INFO - Epoch(train) [49][3120/3757] lr: 8.346e-03 eta: 1 day, 11:59:15 time: 0.257 data_time: 0.012 memory: 5036 grad_norm: 5.4958 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6900 loss: 2.6900 2022/06/26 01:12:07 - mmengine - INFO - Epoch(train) [49][3140/3757] lr: 8.346e-03 eta: 1 day, 11:59:10 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 5.7700 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2895 loss: 3.2895 2022/06/26 01:12:13 - mmengine - INFO - Epoch(train) [49][3160/3757] lr: 8.346e-03 eta: 1 day, 11:59:04 time: 0.275 data_time: 0.008 memory: 5036 grad_norm: 6.0876 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7201 loss: 2.7201 2022/06/26 01:12:18 - mmengine - INFO - Epoch(train) [49][3180/3757] lr: 8.346e-03 eta: 1 day, 11:58:59 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 5.4865 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9054 loss: 2.9054 2022/06/26 01:12:23 - mmengine - INFO - Epoch(train) [49][3200/3757] lr: 8.346e-03 eta: 1 day, 11:58:54 time: 0.250 data_time: 0.005 memory: 5036 grad_norm: 6.0091 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9615 loss: 2.9615 2022/06/26 01:12:28 - mmengine - INFO - Epoch(train) [49][3220/3757] lr: 8.346e-03 eta: 1 day, 11:58:48 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 5.3874 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.8659 loss: 2.8659 2022/06/26 01:12:34 - mmengine - INFO - Epoch(train) [49][3240/3757] lr: 8.346e-03 eta: 1 day, 11:58:43 time: 0.268 data_time: 0.014 memory: 5036 grad_norm: 6.1960 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.7219 loss: 2.7219 2022/06/26 01:12:39 - mmengine - INFO - Epoch(train) [49][3260/3757] lr: 8.346e-03 eta: 1 day, 11:58:38 time: 0.337 data_time: 0.003 memory: 5036 grad_norm: 6.0354 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.1189 loss: 3.1189 2022/06/26 01:12:44 - mmengine - INFO - Epoch(train) [49][3280/3757] lr: 8.346e-03 eta: 1 day, 11:58:33 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 6.4424 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9086 loss: 2.9086 2022/06/26 01:12:49 - mmengine - INFO - Epoch(train) [49][3300/3757] lr: 8.346e-03 eta: 1 day, 11:58:28 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.1662 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3332 loss: 2.3332 2022/06/26 01:12:55 - mmengine - INFO - Epoch(train) [49][3320/3757] lr: 8.346e-03 eta: 1 day, 11:58:22 time: 0.306 data_time: 0.030 memory: 5036 grad_norm: 5.5959 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.9926 loss: 2.9926 2022/06/26 01:13:00 - mmengine - INFO - Epoch(train) [49][3340/3757] lr: 8.346e-03 eta: 1 day, 11:58:17 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 5.9540 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.2539 loss: 3.2539 2022/06/26 01:13:05 - mmengine - INFO - Epoch(train) [49][3360/3757] lr: 8.346e-03 eta: 1 day, 11:58:12 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 5.3950 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.0577 loss: 3.0577 2022/06/26 01:13:11 - mmengine - INFO - Epoch(train) [49][3380/3757] lr: 8.346e-03 eta: 1 day, 11:58:07 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 6.6513 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0756 loss: 3.0756 2022/06/26 01:13:16 - mmengine - INFO - Epoch(train) [49][3400/3757] lr: 8.346e-03 eta: 1 day, 11:58:01 time: 0.260 data_time: 0.009 memory: 5036 grad_norm: 6.1247 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0864 loss: 3.0864 2022/06/26 01:13:21 - mmengine - INFO - Epoch(train) [49][3420/3757] lr: 8.346e-03 eta: 1 day, 11:57:57 time: 0.258 data_time: 0.002 memory: 5036 grad_norm: 6.1543 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9369 loss: 2.9369 2022/06/26 01:13:26 - mmengine - INFO - Epoch(train) [49][3440/3757] lr: 8.346e-03 eta: 1 day, 11:57:51 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 5.4169 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.7570 loss: 2.7570 2022/06/26 01:13:32 - mmengine - INFO - Epoch(train) [49][3460/3757] lr: 8.346e-03 eta: 1 day, 11:57:46 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 5.0334 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.9391 loss: 2.9391 2022/06/26 01:13:37 - mmengine - INFO - Epoch(train) [49][3480/3757] lr: 8.346e-03 eta: 1 day, 11:57:40 time: 0.283 data_time: 0.017 memory: 5036 grad_norm: 5.1304 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0014 loss: 3.0014 2022/06/26 01:13:42 - mmengine - INFO - Epoch(train) [49][3500/3757] lr: 8.346e-03 eta: 1 day, 11:57:36 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 6.0230 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6666 loss: 2.6666 2022/06/26 01:13:48 - mmengine - INFO - Epoch(train) [49][3520/3757] lr: 8.346e-03 eta: 1 day, 11:57:30 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 5.3054 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8049 loss: 2.8049 2022/06/26 01:13:53 - mmengine - INFO - Epoch(train) [49][3540/3757] lr: 8.346e-03 eta: 1 day, 11:57:26 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 4.8692 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.8265 loss: 2.8265 2022/06/26 01:13:58 - mmengine - INFO - Epoch(train) [49][3560/3757] lr: 8.346e-03 eta: 1 day, 11:57:20 time: 0.265 data_time: 0.021 memory: 5036 grad_norm: 5.7707 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.5739 loss: 2.5739 2022/06/26 01:14:04 - mmengine - INFO - Epoch(train) [49][3580/3757] lr: 8.346e-03 eta: 1 day, 11:57:15 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 5.5968 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.8170 loss: 2.8170 2022/06/26 01:14:09 - mmengine - INFO - Epoch(train) [49][3600/3757] lr: 8.346e-03 eta: 1 day, 11:57:10 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 5.3136 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.4202 loss: 2.4202 2022/06/26 01:14:15 - mmengine - INFO - Epoch(train) [49][3620/3757] lr: 8.346e-03 eta: 1 day, 11:57:06 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 6.0489 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7975 loss: 2.7975 2022/06/26 01:14:20 - mmengine - INFO - Epoch(train) [49][3640/3757] lr: 8.346e-03 eta: 1 day, 11:57:00 time: 0.259 data_time: 0.008 memory: 5036 grad_norm: 6.9414 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9647 loss: 2.9647 2022/06/26 01:14:25 - mmengine - INFO - Epoch(train) [49][3660/3757] lr: 8.346e-03 eta: 1 day, 11:56:56 time: 0.257 data_time: 0.002 memory: 5036 grad_norm: 6.1237 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8610 loss: 2.8610 2022/06/26 01:14:26 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 01:14:31 - mmengine - INFO - Epoch(train) [49][3680/3757] lr: 8.346e-03 eta: 1 day, 11:56:50 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 6.3121 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.8739 loss: 2.8739 2022/06/26 01:14:36 - mmengine - INFO - Epoch(train) [49][3700/3757] lr: 8.346e-03 eta: 1 day, 11:56:45 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 5.5109 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6240 loss: 2.6240 2022/06/26 01:14:41 - mmengine - INFO - Epoch(train) [49][3720/3757] lr: 8.346e-03 eta: 1 day, 11:56:39 time: 0.259 data_time: 0.012 memory: 5036 grad_norm: 5.6785 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.9986 loss: 2.9986 2022/06/26 01:14:46 - mmengine - INFO - Epoch(train) [49][3740/3757] lr: 8.346e-03 eta: 1 day, 11:56:34 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 5.8973 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6766 loss: 2.6766 2022/06/26 01:14:51 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 01:14:51 - mmengine - INFO - Saving checkpoint at 49 epochs 2022/06/26 01:15:03 - mmengine - INFO - Epoch(val) [49][20/310] eta: 0:01:49 time: 0.188 data_time: 0.086 memory: 5036 2022/06/26 01:15:08 - mmengine - INFO - Epoch(val) [49][40/310] eta: 0:01:34 time: 0.109 data_time: 0.008 memory: 1723 2022/06/26 01:15:12 - mmengine - INFO - Epoch(val) [49][60/310] eta: 0:00:26 time: 0.109 data_time: 0.002 memory: 1723 2022/06/26 01:15:17 - mmengine - INFO - Epoch(val) [49][80/310] eta: 0:00:24 time: 0.103 data_time: 0.002 memory: 1723 2022/06/26 01:15:24 - mmengine - INFO - Epoch(val) [49][100/310] eta: 0:01:16 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 01:15:29 - mmengine - INFO - Epoch(val) [49][120/310] eta: 0:01:07 time: 0.107 data_time: 0.005 memory: 1723 2022/06/26 01:15:33 - mmengine - INFO - Epoch(val) [49][140/310] eta: 0:00:17 time: 0.103 data_time: 0.002 memory: 1723 2022/06/26 01:15:38 - mmengine - INFO - Epoch(val) [49][160/310] eta: 0:00:15 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 01:15:45 - mmengine - INFO - Epoch(val) [49][180/310] eta: 0:00:36 time: 0.115 data_time: 0.008 memory: 1723 2022/06/26 01:15:50 - mmengine - INFO - Epoch(val) [49][200/310] eta: 0:00:39 time: 0.108 data_time: 0.001 memory: 1723 2022/06/26 01:15:55 - mmengine - INFO - Epoch(val) [49][220/310] eta: 0:00:15 time: 0.103 data_time: 0.002 memory: 1723 2022/06/26 01:15:59 - mmengine - INFO - Epoch(val) [49][240/310] eta: 0:00:07 time: 0.104 data_time: 0.002 memory: 1723 2022/06/26 01:16:06 - mmengine - INFO - Epoch(val) [49][260/310] eta: 0:00:14 time: 0.230 data_time: 0.124 memory: 1723 2022/06/26 01:16:11 - mmengine - INFO - Epoch(val) [49][280/310] eta: 0:00:08 time: 0.111 data_time: 0.002 memory: 1723 2022/06/26 01:16:13 - mmengine - INFO - Epoch(val) [49][300/310] eta: 0:00:01 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 01:16:15 - mmengine - INFO - Epoch(val) [49][310/310] acc/top1: 0.4476 acc/top5: 0.7125 acc/mean1: 0.4475 2022/06/26 01:16:25 - mmengine - INFO - Epoch(train) [50][20/3757] lr: 8.280e-03 eta: 1 day, 11:56:31 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 6.5249 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5354 loss: 2.5354 2022/06/26 01:16:30 - mmengine - INFO - Epoch(train) [50][40/3757] lr: 8.280e-03 eta: 1 day, 11:56:26 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 6.0464 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6224 loss: 2.6224 2022/06/26 01:16:36 - mmengine - INFO - Epoch(train) [50][60/3757] lr: 8.280e-03 eta: 1 day, 11:56:21 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 5.7638 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7988 loss: 2.7988 2022/06/26 01:16:41 - mmengine - INFO - Epoch(train) [50][80/3757] lr: 8.280e-03 eta: 1 day, 11:56:16 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 5.8616 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8455 loss: 2.8455 2022/06/26 01:16:46 - mmengine - INFO - Epoch(train) [50][100/3757] lr: 8.280e-03 eta: 1 day, 11:56:11 time: 0.249 data_time: 0.004 memory: 5036 grad_norm: 5.9884 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0823 loss: 3.0823 2022/06/26 01:16:52 - mmengine - INFO - Epoch(train) [50][120/3757] lr: 8.280e-03 eta: 1 day, 11:56:06 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 6.8486 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.9097 loss: 2.9097 2022/06/26 01:16:57 - mmengine - INFO - Epoch(train) [50][140/3757] lr: 8.280e-03 eta: 1 day, 11:56:00 time: 0.246 data_time: 0.007 memory: 5036 grad_norm: 6.0509 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7366 loss: 2.7366 2022/06/26 01:17:02 - mmengine - INFO - Epoch(train) [50][160/3757] lr: 8.280e-03 eta: 1 day, 11:55:56 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 5.8840 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4289 loss: 2.4289 2022/06/26 01:17:08 - mmengine - INFO - Epoch(train) [50][180/3757] lr: 8.280e-03 eta: 1 day, 11:55:51 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 5.7803 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.8340 loss: 2.8340 2022/06/26 01:17:13 - mmengine - INFO - Epoch(train) [50][200/3757] lr: 8.280e-03 eta: 1 day, 11:55:46 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 5.5797 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0399 loss: 3.0399 2022/06/26 01:17:18 - mmengine - INFO - Epoch(train) [50][220/3757] lr: 8.280e-03 eta: 1 day, 11:55:40 time: 0.254 data_time: 0.010 memory: 5036 grad_norm: 6.0763 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.2877 loss: 3.2877 2022/06/26 01:17:24 - mmengine - INFO - Epoch(train) [50][240/3757] lr: 8.280e-03 eta: 1 day, 11:55:35 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 5.9157 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7489 loss: 2.7489 2022/06/26 01:17:29 - mmengine - INFO - Epoch(train) [50][260/3757] lr: 8.280e-03 eta: 1 day, 11:55:30 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 4.8750 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7563 loss: 2.7563 2022/06/26 01:17:34 - mmengine - INFO - Epoch(train) [50][280/3757] lr: 8.280e-03 eta: 1 day, 11:55:25 time: 0.272 data_time: 0.003 memory: 5036 grad_norm: 5.5394 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.4975 loss: 2.4975 2022/06/26 01:17:40 - mmengine - INFO - Epoch(train) [50][300/3757] lr: 8.280e-03 eta: 1 day, 11:55:21 time: 0.567 data_time: 0.022 memory: 5036 grad_norm: 6.4599 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.3793 loss: 3.3793 2022/06/26 01:17:45 - mmengine - INFO - Epoch(train) [50][320/3757] lr: 8.280e-03 eta: 1 day, 11:55:15 time: 0.251 data_time: 0.005 memory: 5036 grad_norm: 5.3398 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9049 loss: 2.9049 2022/06/26 01:17:50 - mmengine - INFO - Epoch(train) [50][340/3757] lr: 8.280e-03 eta: 1 day, 11:55:10 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 5.6205 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9230 loss: 2.9230 2022/06/26 01:17:56 - mmengine - INFO - Epoch(train) [50][360/3757] lr: 8.280e-03 eta: 1 day, 11:55:05 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 5.9959 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6114 loss: 2.6114 2022/06/26 01:18:01 - mmengine - INFO - Epoch(train) [50][380/3757] lr: 8.280e-03 eta: 1 day, 11:55:00 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 5.5837 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.3617 loss: 2.3617 2022/06/26 01:18:06 - mmengine - INFO - Epoch(train) [50][400/3757] lr: 8.280e-03 eta: 1 day, 11:54:54 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 5.5673 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4801 loss: 2.4801 2022/06/26 01:18:11 - mmengine - INFO - Epoch(train) [50][420/3757] lr: 8.280e-03 eta: 1 day, 11:54:49 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 6.5007 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.5262 loss: 2.5262 2022/06/26 01:18:16 - mmengine - INFO - Epoch(train) [50][440/3757] lr: 8.280e-03 eta: 1 day, 11:54:43 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 5.9448 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.8268 loss: 2.8268 2022/06/26 01:18:22 - mmengine - INFO - Epoch(train) [50][460/3757] lr: 8.280e-03 eta: 1 day, 11:54:38 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 5.7602 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6534 loss: 2.6534 2022/06/26 01:18:27 - mmengine - INFO - Epoch(train) [50][480/3757] lr: 8.280e-03 eta: 1 day, 11:54:32 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 5.2326 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.7934 loss: 2.7934 2022/06/26 01:18:32 - mmengine - INFO - Epoch(train) [50][500/3757] lr: 8.280e-03 eta: 1 day, 11:54:27 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 5.7431 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7209 loss: 2.7209 2022/06/26 01:18:37 - mmengine - INFO - Epoch(train) [50][520/3757] lr: 8.280e-03 eta: 1 day, 11:54:22 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 5.3578 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.9302 loss: 2.9302 2022/06/26 01:18:43 - mmengine - INFO - Epoch(train) [50][540/3757] lr: 8.280e-03 eta: 1 day, 11:54:17 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 5.1044 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7732 loss: 2.7732 2022/06/26 01:18:48 - mmengine - INFO - Epoch(train) [50][560/3757] lr: 8.280e-03 eta: 1 day, 11:54:12 time: 0.251 data_time: 0.005 memory: 5036 grad_norm: 5.8915 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1130 loss: 3.1130 2022/06/26 01:18:53 - mmengine - INFO - Epoch(train) [50][580/3757] lr: 8.280e-03 eta: 1 day, 11:54:06 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 6.4658 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6514 loss: 2.6514 2022/06/26 01:18:58 - mmengine - INFO - Epoch(train) [50][600/3757] lr: 8.280e-03 eta: 1 day, 11:54:01 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 5.4540 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 3.0417 loss: 3.0417 2022/06/26 01:19:04 - mmengine - INFO - Epoch(train) [50][620/3757] lr: 8.280e-03 eta: 1 day, 11:53:56 time: 0.252 data_time: 0.013 memory: 5036 grad_norm: 5.0741 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9327 loss: 2.9327 2022/06/26 01:19:09 - mmengine - INFO - Epoch(train) [50][640/3757] lr: 8.280e-03 eta: 1 day, 11:53:50 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 6.3676 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9582 loss: 2.9582 2022/06/26 01:19:14 - mmengine - INFO - Epoch(train) [50][660/3757] lr: 8.280e-03 eta: 1 day, 11:53:45 time: 0.274 data_time: 0.002 memory: 5036 grad_norm: 5.7109 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6942 loss: 2.6942 2022/06/26 01:19:19 - mmengine - INFO - Epoch(train) [50][680/3757] lr: 8.280e-03 eta: 1 day, 11:53:40 time: 0.269 data_time: 0.011 memory: 5036 grad_norm: 7.0292 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.6460 loss: 2.6460 2022/06/26 01:19:25 - mmengine - INFO - Epoch(train) [50][700/3757] lr: 8.280e-03 eta: 1 day, 11:53:34 time: 0.257 data_time: 0.002 memory: 5036 grad_norm: 5.6622 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.7598 loss: 2.7598 2022/06/26 01:19:30 - mmengine - INFO - Epoch(train) [50][720/3757] lr: 8.280e-03 eta: 1 day, 11:53:29 time: 0.264 data_time: 0.006 memory: 5036 grad_norm: 5.4638 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.8506 loss: 2.8506 2022/06/26 01:19:35 - mmengine - INFO - Epoch(train) [50][740/3757] lr: 8.280e-03 eta: 1 day, 11:53:23 time: 0.268 data_time: 0.003 memory: 5036 grad_norm: 5.8791 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.7621 loss: 2.7621 2022/06/26 01:19:40 - mmengine - INFO - Epoch(train) [50][760/3757] lr: 8.280e-03 eta: 1 day, 11:53:18 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 5.6606 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.5280 loss: 2.5280 2022/06/26 01:19:45 - mmengine - INFO - Epoch(train) [50][780/3757] lr: 8.280e-03 eta: 1 day, 11:53:12 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 5.5381 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.4108 loss: 2.4108 2022/06/26 01:19:51 - mmengine - INFO - Epoch(train) [50][800/3757] lr: 8.280e-03 eta: 1 day, 11:53:07 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 5.0632 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.2509 loss: 2.2509 2022/06/26 01:19:56 - mmengine - INFO - Epoch(train) [50][820/3757] lr: 8.280e-03 eta: 1 day, 11:53:01 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 5.3540 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6424 loss: 2.6424 2022/06/26 01:20:01 - mmengine - INFO - Epoch(train) [50][840/3757] lr: 8.280e-03 eta: 1 day, 11:52:56 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 5.5545 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.4100 loss: 2.4100 2022/06/26 01:20:06 - mmengine - INFO - Epoch(train) [50][860/3757] lr: 8.280e-03 eta: 1 day, 11:52:50 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 6.1845 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.3195 loss: 3.3195 2022/06/26 01:20:11 - mmengine - INFO - Epoch(train) [50][880/3757] lr: 8.280e-03 eta: 1 day, 11:52:45 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 5.7189 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6597 loss: 2.6597 2022/06/26 01:20:17 - mmengine - INFO - Epoch(train) [50][900/3757] lr: 8.280e-03 eta: 1 day, 11:52:40 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 7.1362 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.6705 loss: 2.6705 2022/06/26 01:20:18 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 01:20:22 - mmengine - INFO - Epoch(train) [50][920/3757] lr: 8.280e-03 eta: 1 day, 11:52:34 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 5.1728 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5031 loss: 2.5031 2022/06/26 01:20:27 - mmengine - INFO - Epoch(train) [50][940/3757] lr: 8.280e-03 eta: 1 day, 11:52:29 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 5.6811 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.9621 loss: 2.9621 2022/06/26 01:20:33 - mmengine - INFO - Epoch(train) [50][960/3757] lr: 8.280e-03 eta: 1 day, 11:52:24 time: 0.267 data_time: 0.003 memory: 5036 grad_norm: 5.4122 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.4772 loss: 2.4772 2022/06/26 01:20:38 - mmengine - INFO - Epoch(train) [50][980/3757] lr: 8.280e-03 eta: 1 day, 11:52:20 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 6.2950 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.5542 loss: 2.5542 2022/06/26 01:20:43 - mmengine - INFO - Epoch(train) [50][1000/3757] lr: 8.280e-03 eta: 1 day, 11:52:15 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 5.8042 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9332 loss: 2.9332 2022/06/26 01:20:49 - mmengine - INFO - Epoch(train) [50][1020/3757] lr: 8.280e-03 eta: 1 day, 11:52:09 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 4.8177 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4880 loss: 2.4880 2022/06/26 01:20:54 - mmengine - INFO - Epoch(train) [50][1040/3757] lr: 8.280e-03 eta: 1 day, 11:52:04 time: 0.269 data_time: 0.003 memory: 5036 grad_norm: 5.9601 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9280 loss: 2.9280 2022/06/26 01:20:59 - mmengine - INFO - Epoch(train) [50][1060/3757] lr: 8.280e-03 eta: 1 day, 11:51:59 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 5.4867 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.8270 loss: 2.8270 2022/06/26 01:21:05 - mmengine - INFO - Epoch(train) [50][1080/3757] lr: 8.280e-03 eta: 1 day, 11:51:54 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 6.2317 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8162 loss: 2.8162 2022/06/26 01:21:10 - mmengine - INFO - Epoch(train) [50][1100/3757] lr: 8.280e-03 eta: 1 day, 11:51:49 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 5.9333 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7246 loss: 2.7246 2022/06/26 01:21:15 - mmengine - INFO - Epoch(train) [50][1120/3757] lr: 8.280e-03 eta: 1 day, 11:51:43 time: 0.271 data_time: 0.003 memory: 5036 grad_norm: 5.8995 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6677 loss: 2.6677 2022/06/26 01:21:21 - mmengine - INFO - Epoch(train) [50][1140/3757] lr: 8.280e-03 eta: 1 day, 11:51:39 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 6.1637 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.5564 loss: 2.5564 2022/06/26 01:21:26 - mmengine - INFO - Epoch(train) [50][1160/3757] lr: 8.280e-03 eta: 1 day, 11:51:33 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 5.2036 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.6365 loss: 2.6365 2022/06/26 01:21:31 - mmengine - INFO - Epoch(train) [50][1180/3757] lr: 8.280e-03 eta: 1 day, 11:51:28 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 6.5817 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9382 loss: 2.9382 2022/06/26 01:21:36 - mmengine - INFO - Epoch(train) [50][1200/3757] lr: 8.280e-03 eta: 1 day, 11:51:23 time: 0.267 data_time: 0.002 memory: 5036 grad_norm: 5.4145 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.7268 loss: 2.7268 2022/06/26 01:21:42 - mmengine - INFO - Epoch(train) [50][1220/3757] lr: 8.280e-03 eta: 1 day, 11:51:17 time: 0.254 data_time: 0.011 memory: 5036 grad_norm: 5.4583 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5477 loss: 2.5477 2022/06/26 01:21:47 - mmengine - INFO - Epoch(train) [50][1240/3757] lr: 8.280e-03 eta: 1 day, 11:51:12 time: 0.251 data_time: 0.004 memory: 5036 grad_norm: 6.0070 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.5456 loss: 2.5456 2022/06/26 01:21:52 - mmengine - INFO - Epoch(train) [50][1260/3757] lr: 8.280e-03 eta: 1 day, 11:51:06 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 6.5931 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.8179 loss: 2.8179 2022/06/26 01:21:57 - mmengine - INFO - Epoch(train) [50][1280/3757] lr: 8.280e-03 eta: 1 day, 11:51:01 time: 0.271 data_time: 0.007 memory: 5036 grad_norm: 6.8973 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.5536 loss: 2.5536 2022/06/26 01:22:03 - mmengine - INFO - Epoch(train) [50][1300/3757] lr: 8.280e-03 eta: 1 day, 11:50:56 time: 0.253 data_time: 0.017 memory: 5036 grad_norm: 6.6700 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7999 loss: 2.7999 2022/06/26 01:22:08 - mmengine - INFO - Epoch(train) [50][1320/3757] lr: 8.280e-03 eta: 1 day, 11:50:50 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 5.9055 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.3060 loss: 3.3060 2022/06/26 01:22:13 - mmengine - INFO - Epoch(train) [50][1340/3757] lr: 8.280e-03 eta: 1 day, 11:50:45 time: 0.259 data_time: 0.002 memory: 5036 grad_norm: 5.9963 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.9553 loss: 2.9553 2022/06/26 01:22:18 - mmengine - INFO - Epoch(train) [50][1360/3757] lr: 8.280e-03 eta: 1 day, 11:50:39 time: 0.274 data_time: 0.009 memory: 5036 grad_norm: 5.7116 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.8831 loss: 2.8831 2022/06/26 01:22:23 - mmengine - INFO - Epoch(train) [50][1380/3757] lr: 8.280e-03 eta: 1 day, 11:50:34 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 6.1432 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8391 loss: 2.8391 2022/06/26 01:22:29 - mmengine - INFO - Epoch(train) [50][1400/3757] lr: 8.280e-03 eta: 1 day, 11:50:29 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 5.5786 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9692 loss: 2.9692 2022/06/26 01:22:34 - mmengine - INFO - Epoch(train) [50][1420/3757] lr: 8.280e-03 eta: 1 day, 11:50:24 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 5.6154 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6335 loss: 2.6335 2022/06/26 01:22:39 - mmengine - INFO - Epoch(train) [50][1440/3757] lr: 8.280e-03 eta: 1 day, 11:50:19 time: 0.268 data_time: 0.006 memory: 5036 grad_norm: 5.9056 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8887 loss: 2.8887 2022/06/26 01:22:45 - mmengine - INFO - Epoch(train) [50][1460/3757] lr: 8.280e-03 eta: 1 day, 11:50:13 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 6.1433 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.4936 loss: 2.4936 2022/06/26 01:22:50 - mmengine - INFO - Epoch(train) [50][1480/3757] lr: 8.280e-03 eta: 1 day, 11:50:08 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 6.1394 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0499 loss: 3.0499 2022/06/26 01:22:55 - mmengine - INFO - Epoch(train) [50][1500/3757] lr: 8.280e-03 eta: 1 day, 11:50:02 time: 0.250 data_time: 0.004 memory: 5036 grad_norm: 5.6602 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0809 loss: 3.0809 2022/06/26 01:23:00 - mmengine - INFO - Epoch(train) [50][1520/3757] lr: 8.280e-03 eta: 1 day, 11:49:58 time: 0.568 data_time: 0.019 memory: 5036 grad_norm: 5.6715 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8634 loss: 2.8634 2022/06/26 01:23:06 - mmengine - INFO - Epoch(train) [50][1540/3757] lr: 8.280e-03 eta: 1 day, 11:49:53 time: 0.270 data_time: 0.008 memory: 5036 grad_norm: 5.5038 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8702 loss: 2.8702 2022/06/26 01:23:11 - mmengine - INFO - Epoch(train) [50][1560/3757] lr: 8.280e-03 eta: 1 day, 11:49:47 time: 0.251 data_time: 0.005 memory: 5036 grad_norm: 6.5155 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7038 loss: 2.7038 2022/06/26 01:23:16 - mmengine - INFO - Epoch(train) [50][1580/3757] lr: 8.280e-03 eta: 1 day, 11:49:42 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 5.7991 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2369 loss: 2.2369 2022/06/26 01:23:21 - mmengine - INFO - Epoch(train) [50][1600/3757] lr: 8.280e-03 eta: 1 day, 11:49:37 time: 0.272 data_time: 0.003 memory: 5036 grad_norm: 5.7492 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7696 loss: 2.7696 2022/06/26 01:23:27 - mmengine - INFO - Epoch(train) [50][1620/3757] lr: 8.280e-03 eta: 1 day, 11:49:31 time: 0.245 data_time: 0.006 memory: 5036 grad_norm: 5.8027 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 3.3170 loss: 3.3170 2022/06/26 01:23:32 - mmengine - INFO - Epoch(train) [50][1640/3757] lr: 8.280e-03 eta: 1 day, 11:49:26 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 6.2034 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.8456 loss: 2.8456 2022/06/26 01:23:37 - mmengine - INFO - Epoch(train) [50][1660/3757] lr: 8.280e-03 eta: 1 day, 11:49:21 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 5.6514 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.8498 loss: 2.8498 2022/06/26 01:23:43 - mmengine - INFO - Epoch(train) [50][1680/3757] lr: 8.280e-03 eta: 1 day, 11:49:16 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 4.9978 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.8816 loss: 2.8816 2022/06/26 01:23:48 - mmengine - INFO - Epoch(train) [50][1700/3757] lr: 8.280e-03 eta: 1 day, 11:49:10 time: 0.252 data_time: 0.005 memory: 5036 grad_norm: 6.0464 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0801 loss: 3.0801 2022/06/26 01:23:53 - mmengine - INFO - Epoch(train) [50][1720/3757] lr: 8.280e-03 eta: 1 day, 11:49:05 time: 0.245 data_time: 0.004 memory: 5036 grad_norm: 5.6934 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0789 loss: 3.0789 2022/06/26 01:23:58 - mmengine - INFO - Epoch(train) [50][1740/3757] lr: 8.280e-03 eta: 1 day, 11:48:59 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 5.6587 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9455 loss: 2.9455 2022/06/26 01:24:04 - mmengine - INFO - Epoch(train) [50][1760/3757] lr: 8.280e-03 eta: 1 day, 11:48:54 time: 0.262 data_time: 0.005 memory: 5036 grad_norm: 5.1454 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.4592 loss: 2.4592 2022/06/26 01:24:09 - mmengine - INFO - Epoch(train) [50][1780/3757] lr: 8.280e-03 eta: 1 day, 11:48:49 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 6.3032 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.5604 loss: 2.5604 2022/06/26 01:24:14 - mmengine - INFO - Epoch(train) [50][1800/3757] lr: 8.280e-03 eta: 1 day, 11:48:43 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 5.4160 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6840 loss: 2.6840 2022/06/26 01:24:19 - mmengine - INFO - Epoch(train) [50][1820/3757] lr: 8.280e-03 eta: 1 day, 11:48:38 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 5.6781 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.5285 loss: 2.5285 2022/06/26 01:24:24 - mmengine - INFO - Epoch(train) [50][1840/3757] lr: 8.280e-03 eta: 1 day, 11:48:32 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 5.2128 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9734 loss: 2.9734 2022/06/26 01:24:29 - mmengine - INFO - Epoch(train) [50][1860/3757] lr: 8.280e-03 eta: 1 day, 11:48:27 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 7.3240 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.9935 loss: 2.9935 2022/06/26 01:24:35 - mmengine - INFO - Epoch(train) [50][1880/3757] lr: 8.280e-03 eta: 1 day, 11:48:21 time: 0.256 data_time: 0.002 memory: 5036 grad_norm: 6.1924 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.8959 loss: 2.8959 2022/06/26 01:24:40 - mmengine - INFO - Epoch(train) [50][1900/3757] lr: 8.280e-03 eta: 1 day, 11:48:16 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 5.9650 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.3163 loss: 3.3163 2022/06/26 01:24:42 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 01:24:45 - mmengine - INFO - Epoch(train) [50][1920/3757] lr: 8.280e-03 eta: 1 day, 11:48:12 time: 0.280 data_time: 0.003 memory: 5036 grad_norm: 5.1043 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.3193 loss: 3.3193 2022/06/26 01:24:51 - mmengine - INFO - Epoch(train) [50][1940/3757] lr: 8.280e-03 eta: 1 day, 11:48:06 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 6.0022 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 2.7772 loss: 2.7772 2022/06/26 01:24:56 - mmengine - INFO - Epoch(train) [50][1960/3757] lr: 8.280e-03 eta: 1 day, 11:48:00 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 5.6201 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4899 loss: 2.4899 2022/06/26 01:25:01 - mmengine - INFO - Epoch(train) [50][1980/3757] lr: 8.280e-03 eta: 1 day, 11:47:55 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 5.8353 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 2.4711 loss: 2.4711 2022/06/26 01:25:06 - mmengine - INFO - Epoch(train) [50][2000/3757] lr: 8.280e-03 eta: 1 day, 11:47:50 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 5.8286 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.6928 loss: 2.6928 2022/06/26 01:25:11 - mmengine - INFO - Epoch(train) [50][2020/3757] lr: 8.280e-03 eta: 1 day, 11:47:44 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 5.8016 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6763 loss: 2.6763 2022/06/26 01:25:17 - mmengine - INFO - Epoch(train) [50][2040/3757] lr: 8.280e-03 eta: 1 day, 11:47:39 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 5.2441 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5183 loss: 2.5183 2022/06/26 01:25:22 - mmengine - INFO - Epoch(train) [50][2060/3757] lr: 8.280e-03 eta: 1 day, 11:47:35 time: 0.258 data_time: 0.002 memory: 5036 grad_norm: 5.9863 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.9896 loss: 2.9896 2022/06/26 01:25:27 - mmengine - INFO - Epoch(train) [50][2080/3757] lr: 8.280e-03 eta: 1 day, 11:47:29 time: 0.268 data_time: 0.003 memory: 5036 grad_norm: 6.2564 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8107 loss: 2.8107 2022/06/26 01:25:33 - mmengine - INFO - Epoch(train) [50][2100/3757] lr: 8.280e-03 eta: 1 day, 11:47:23 time: 0.260 data_time: 0.014 memory: 5036 grad_norm: 6.7901 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6629 loss: 2.6629 2022/06/26 01:25:38 - mmengine - INFO - Epoch(train) [50][2120/3757] lr: 8.280e-03 eta: 1 day, 11:47:18 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 6.1326 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7804 loss: 2.7804 2022/06/26 01:25:43 - mmengine - INFO - Epoch(train) [50][2140/3757] lr: 8.280e-03 eta: 1 day, 11:47:13 time: 0.248 data_time: 0.004 memory: 5036 grad_norm: 5.3460 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.5094 loss: 2.5094 2022/06/26 01:25:48 - mmengine - INFO - Epoch(train) [50][2160/3757] lr: 8.280e-03 eta: 1 day, 11:47:08 time: 0.271 data_time: 0.003 memory: 5036 grad_norm: 6.0760 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0253 loss: 3.0253 2022/06/26 01:25:54 - mmengine - INFO - Epoch(train) [50][2180/3757] lr: 8.280e-03 eta: 1 day, 11:47:02 time: 0.261 data_time: 0.008 memory: 5036 grad_norm: 6.0896 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.2013 loss: 3.2013 2022/06/26 01:25:59 - mmengine - INFO - Epoch(train) [50][2200/3757] lr: 8.280e-03 eta: 1 day, 11:46:57 time: 0.278 data_time: 0.008 memory: 5036 grad_norm: 5.8992 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.9669 loss: 2.9669 2022/06/26 01:26:05 - mmengine - INFO - Epoch(train) [50][2220/3757] lr: 8.280e-03 eta: 1 day, 11:46:53 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 5.3952 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.1071 loss: 3.1071 2022/06/26 01:26:10 - mmengine - INFO - Epoch(train) [50][2240/3757] lr: 8.280e-03 eta: 1 day, 11:46:47 time: 0.267 data_time: 0.015 memory: 5036 grad_norm: 5.7424 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7907 loss: 2.7907 2022/06/26 01:26:15 - mmengine - INFO - Epoch(train) [50][2260/3757] lr: 8.280e-03 eta: 1 day, 11:46:42 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 6.1826 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.6935 loss: 2.6935 2022/06/26 01:26:20 - mmengine - INFO - Epoch(train) [50][2280/3757] lr: 8.280e-03 eta: 1 day, 11:46:37 time: 0.330 data_time: 0.009 memory: 5036 grad_norm: 5.3970 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4819 loss: 2.4819 2022/06/26 01:26:26 - mmengine - INFO - Epoch(train) [50][2300/3757] lr: 8.280e-03 eta: 1 day, 11:46:32 time: 0.268 data_time: 0.003 memory: 5036 grad_norm: 6.0992 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.0405 loss: 3.0405 2022/06/26 01:26:31 - mmengine - INFO - Epoch(train) [50][2320/3757] lr: 8.280e-03 eta: 1 day, 11:46:26 time: 0.274 data_time: 0.026 memory: 5036 grad_norm: 6.0032 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.4602 loss: 3.4602 2022/06/26 01:26:36 - mmengine - INFO - Epoch(train) [50][2340/3757] lr: 8.280e-03 eta: 1 day, 11:46:21 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 6.0900 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7003 loss: 2.7003 2022/06/26 01:26:42 - mmengine - INFO - Epoch(train) [50][2360/3757] lr: 8.280e-03 eta: 1 day, 11:46:16 time: 0.263 data_time: 0.012 memory: 5036 grad_norm: 6.3592 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7487 loss: 2.7487 2022/06/26 01:26:47 - mmengine - INFO - Epoch(train) [50][2380/3757] lr: 8.280e-03 eta: 1 day, 11:46:11 time: 0.266 data_time: 0.003 memory: 5036 grad_norm: 5.9450 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.1918 loss: 3.1918 2022/06/26 01:26:52 - mmengine - INFO - Epoch(train) [50][2400/3757] lr: 8.280e-03 eta: 1 day, 11:46:05 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 5.2797 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.7985 loss: 2.7985 2022/06/26 01:26:57 - mmengine - INFO - Epoch(train) [50][2420/3757] lr: 8.280e-03 eta: 1 day, 11:46:00 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 6.0830 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4436 loss: 2.4436 2022/06/26 01:27:02 - mmengine - INFO - Epoch(train) [50][2440/3757] lr: 8.280e-03 eta: 1 day, 11:45:55 time: 0.267 data_time: 0.003 memory: 5036 grad_norm: 5.5506 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4593 loss: 2.4593 2022/06/26 01:27:08 - mmengine - INFO - Epoch(train) [50][2460/3757] lr: 8.280e-03 eta: 1 day, 11:45:49 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 6.3023 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5394 loss: 2.5394 2022/06/26 01:27:13 - mmengine - INFO - Epoch(train) [50][2480/3757] lr: 8.280e-03 eta: 1 day, 11:45:44 time: 0.262 data_time: 0.008 memory: 5036 grad_norm: 5.2374 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 3.0331 loss: 3.0331 2022/06/26 01:27:18 - mmengine - INFO - Epoch(train) [50][2500/3757] lr: 8.280e-03 eta: 1 day, 11:45:39 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 6.1451 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6666 loss: 2.6666 2022/06/26 01:27:23 - mmengine - INFO - Epoch(train) [50][2520/3757] lr: 8.280e-03 eta: 1 day, 11:45:33 time: 0.270 data_time: 0.006 memory: 5036 grad_norm: 6.0378 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.7737 loss: 2.7737 2022/06/26 01:27:29 - mmengine - INFO - Epoch(train) [50][2540/3757] lr: 8.280e-03 eta: 1 day, 11:45:28 time: 0.268 data_time: 0.003 memory: 5036 grad_norm: 5.8937 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.8191 loss: 2.8191 2022/06/26 01:27:34 - mmengine - INFO - Epoch(train) [50][2560/3757] lr: 8.280e-03 eta: 1 day, 11:45:23 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 6.8151 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8060 loss: 2.8060 2022/06/26 01:27:39 - mmengine - INFO - Epoch(train) [50][2580/3757] lr: 8.280e-03 eta: 1 day, 11:45:18 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.6387 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7480 loss: 2.7480 2022/06/26 01:27:45 - mmengine - INFO - Epoch(train) [50][2600/3757] lr: 8.280e-03 eta: 1 day, 11:45:13 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 6.2745 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3670 loss: 2.3670 2022/06/26 01:27:50 - mmengine - INFO - Epoch(train) [50][2620/3757] lr: 8.280e-03 eta: 1 day, 11:45:07 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 5.4998 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6038 loss: 2.6038 2022/06/26 01:27:55 - mmengine - INFO - Epoch(train) [50][2640/3757] lr: 8.280e-03 eta: 1 day, 11:45:03 time: 0.257 data_time: 0.008 memory: 5036 grad_norm: 5.9939 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6730 loss: 2.6730 2022/06/26 01:28:01 - mmengine - INFO - Epoch(train) [50][2660/3757] lr: 8.280e-03 eta: 1 day, 11:44:58 time: 0.399 data_time: 0.159 memory: 5036 grad_norm: 5.5888 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6563 loss: 2.6563 2022/06/26 01:28:06 - mmengine - INFO - Epoch(train) [50][2680/3757] lr: 8.280e-03 eta: 1 day, 11:44:52 time: 0.248 data_time: 0.005 memory: 5036 grad_norm: 5.1363 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.1581 loss: 3.1581 2022/06/26 01:28:11 - mmengine - INFO - Epoch(train) [50][2700/3757] lr: 8.280e-03 eta: 1 day, 11:44:47 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 4.9969 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7718 loss: 2.7718 2022/06/26 01:28:16 - mmengine - INFO - Epoch(train) [50][2720/3757] lr: 8.280e-03 eta: 1 day, 11:44:41 time: 0.245 data_time: 0.007 memory: 5036 grad_norm: 5.9132 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.7791 loss: 2.7791 2022/06/26 01:28:22 - mmengine - INFO - Epoch(train) [50][2740/3757] lr: 8.280e-03 eta: 1 day, 11:44:36 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 5.3873 top1_acc: 0.0000 top5_acc: 0.6250 loss_cls: 3.0403 loss: 3.0403 2022/06/26 01:28:27 - mmengine - INFO - Epoch(train) [50][2760/3757] lr: 8.280e-03 eta: 1 day, 11:44:31 time: 0.254 data_time: 0.012 memory: 5036 grad_norm: 5.5280 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4525 loss: 2.4525 2022/06/26 01:28:32 - mmengine - INFO - Epoch(train) [50][2780/3757] lr: 8.280e-03 eta: 1 day, 11:44:26 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 5.9653 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9830 loss: 2.9830 2022/06/26 01:28:37 - mmengine - INFO - Epoch(train) [50][2800/3757] lr: 8.280e-03 eta: 1 day, 11:44:20 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 6.5000 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8763 loss: 2.8763 2022/06/26 01:28:43 - mmengine - INFO - Epoch(train) [50][2820/3757] lr: 8.280e-03 eta: 1 day, 11:44:15 time: 0.248 data_time: 0.005 memory: 5036 grad_norm: 5.4654 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9345 loss: 2.9345 2022/06/26 01:28:48 - mmengine - INFO - Epoch(train) [50][2840/3757] lr: 8.280e-03 eta: 1 day, 11:44:09 time: 0.257 data_time: 0.019 memory: 5036 grad_norm: 5.7905 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.4644 loss: 2.4644 2022/06/26 01:28:53 - mmengine - INFO - Epoch(train) [50][2860/3757] lr: 8.280e-03 eta: 1 day, 11:44:05 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 5.4361 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.8370 loss: 2.8370 2022/06/26 01:28:58 - mmengine - INFO - Epoch(train) [50][2880/3757] lr: 8.280e-03 eta: 1 day, 11:43:59 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 5.5651 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9773 loss: 2.9773 2022/06/26 01:29:04 - mmengine - INFO - Epoch(train) [50][2900/3757] lr: 8.280e-03 eta: 1 day, 11:43:54 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 5.6385 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7389 loss: 2.7389 2022/06/26 01:29:05 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 01:29:09 - mmengine - INFO - Epoch(train) [50][2920/3757] lr: 8.280e-03 eta: 1 day, 11:43:48 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 6.2609 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.5302 loss: 2.5302 2022/06/26 01:29:14 - mmengine - INFO - Epoch(train) [50][2940/3757] lr: 8.280e-03 eta: 1 day, 11:43:43 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 5.2326 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7487 loss: 2.7487 2022/06/26 01:29:19 - mmengine - INFO - Epoch(train) [50][2960/3757] lr: 8.280e-03 eta: 1 day, 11:43:37 time: 0.250 data_time: 0.009 memory: 5036 grad_norm: 5.2284 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0296 loss: 3.0296 2022/06/26 01:29:24 - mmengine - INFO - Epoch(train) [50][2980/3757] lr: 8.280e-03 eta: 1 day, 11:43:32 time: 0.251 data_time: 0.009 memory: 5036 grad_norm: 6.5286 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8720 loss: 2.8720 2022/06/26 01:29:29 - mmengine - INFO - Epoch(train) [50][3000/3757] lr: 8.280e-03 eta: 1 day, 11:43:26 time: 0.253 data_time: 0.011 memory: 5036 grad_norm: 5.8412 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.0223 loss: 3.0223 2022/06/26 01:29:35 - mmengine - INFO - Epoch(train) [50][3020/3757] lr: 8.280e-03 eta: 1 day, 11:43:21 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 6.3129 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.5345 loss: 2.5345 2022/06/26 01:29:40 - mmengine - INFO - Epoch(train) [50][3040/3757] lr: 8.280e-03 eta: 1 day, 11:43:16 time: 0.258 data_time: 0.005 memory: 5036 grad_norm: 5.8681 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.4667 loss: 2.4667 2022/06/26 01:29:45 - mmengine - INFO - Epoch(train) [50][3060/3757] lr: 8.280e-03 eta: 1 day, 11:43:11 time: 0.258 data_time: 0.008 memory: 5036 grad_norm: 6.4416 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7671 loss: 2.7671 2022/06/26 01:29:50 - mmengine - INFO - Epoch(train) [50][3080/3757] lr: 8.280e-03 eta: 1 day, 11:43:05 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 6.3929 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.4232 loss: 2.4232 2022/06/26 01:29:56 - mmengine - INFO - Epoch(train) [50][3100/3757] lr: 8.280e-03 eta: 1 day, 11:43:00 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 5.4221 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7384 loss: 2.7384 2022/06/26 01:30:01 - mmengine - INFO - Epoch(train) [50][3120/3757] lr: 8.280e-03 eta: 1 day, 11:42:54 time: 0.289 data_time: 0.041 memory: 5036 grad_norm: 5.7739 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.0369 loss: 3.0369 2022/06/26 01:30:06 - mmengine - INFO - Epoch(train) [50][3140/3757] lr: 8.280e-03 eta: 1 day, 11:42:48 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 5.0352 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5641 loss: 2.5641 2022/06/26 01:30:11 - mmengine - INFO - Epoch(train) [50][3160/3757] lr: 8.280e-03 eta: 1 day, 11:42:43 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 5.1110 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6875 loss: 2.6875 2022/06/26 01:30:16 - mmengine - INFO - Epoch(train) [50][3180/3757] lr: 8.280e-03 eta: 1 day, 11:42:37 time: 0.264 data_time: 0.002 memory: 5036 grad_norm: 5.3178 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1176 loss: 3.1176 2022/06/26 01:30:22 - mmengine - INFO - Epoch(train) [50][3200/3757] lr: 8.280e-03 eta: 1 day, 11:42:32 time: 0.254 data_time: 0.016 memory: 5036 grad_norm: 5.9495 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.1861 loss: 3.1861 2022/06/26 01:30:27 - mmengine - INFO - Epoch(train) [50][3220/3757] lr: 8.280e-03 eta: 1 day, 11:42:26 time: 0.251 data_time: 0.004 memory: 5036 grad_norm: 6.0574 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6902 loss: 2.6902 2022/06/26 01:30:32 - mmengine - INFO - Epoch(train) [50][3240/3757] lr: 8.280e-03 eta: 1 day, 11:42:21 time: 0.252 data_time: 0.005 memory: 5036 grad_norm: 5.6646 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9265 loss: 2.9265 2022/06/26 01:30:37 - mmengine - INFO - Epoch(train) [50][3260/3757] lr: 8.280e-03 eta: 1 day, 11:42:16 time: 0.256 data_time: 0.002 memory: 5036 grad_norm: 5.5871 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6505 loss: 2.6505 2022/06/26 01:30:42 - mmengine - INFO - Epoch(train) [50][3280/3757] lr: 8.280e-03 eta: 1 day, 11:42:10 time: 0.260 data_time: 0.018 memory: 5036 grad_norm: 5.0776 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.7867 loss: 2.7867 2022/06/26 01:30:48 - mmengine - INFO - Epoch(train) [50][3300/3757] lr: 8.280e-03 eta: 1 day, 11:42:05 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 5.5082 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.7420 loss: 2.7420 2022/06/26 01:30:53 - mmengine - INFO - Epoch(train) [50][3320/3757] lr: 8.280e-03 eta: 1 day, 11:41:59 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 5.8208 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.6189 loss: 2.6189 2022/06/26 01:30:58 - mmengine - INFO - Epoch(train) [50][3340/3757] lr: 8.280e-03 eta: 1 day, 11:41:54 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 5.7810 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 3.0665 loss: 3.0665 2022/06/26 01:31:03 - mmengine - INFO - Epoch(train) [50][3360/3757] lr: 8.280e-03 eta: 1 day, 11:41:49 time: 0.252 data_time: 0.013 memory: 5036 grad_norm: 6.1497 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8927 loss: 2.8927 2022/06/26 01:31:08 - mmengine - INFO - Epoch(train) [50][3380/3757] lr: 8.280e-03 eta: 1 day, 11:41:43 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 5.6000 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.9105 loss: 2.9105 2022/06/26 01:31:14 - mmengine - INFO - Epoch(train) [50][3400/3757] lr: 8.280e-03 eta: 1 day, 11:41:38 time: 0.263 data_time: 0.015 memory: 5036 grad_norm: 5.7498 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.9251 loss: 2.9251 2022/06/26 01:31:19 - mmengine - INFO - Epoch(train) [50][3420/3757] lr: 8.280e-03 eta: 1 day, 11:41:32 time: 0.257 data_time: 0.002 memory: 5036 grad_norm: 6.0514 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.6672 loss: 2.6672 2022/06/26 01:31:24 - mmengine - INFO - Epoch(train) [50][3440/3757] lr: 8.280e-03 eta: 1 day, 11:41:27 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 5.1377 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0486 loss: 3.0486 2022/06/26 01:31:29 - mmengine - INFO - Epoch(train) [50][3460/3757] lr: 8.280e-03 eta: 1 day, 11:41:21 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 5.6459 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.7572 loss: 2.7572 2022/06/26 01:31:34 - mmengine - INFO - Epoch(train) [50][3480/3757] lr: 8.280e-03 eta: 1 day, 11:41:16 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 5.8349 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8609 loss: 2.8609 2022/06/26 01:31:40 - mmengine - INFO - Epoch(train) [50][3500/3757] lr: 8.280e-03 eta: 1 day, 11:41:11 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 4.9761 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8801 loss: 2.8801 2022/06/26 01:31:45 - mmengine - INFO - Epoch(train) [50][3520/3757] lr: 8.280e-03 eta: 1 day, 11:41:05 time: 0.257 data_time: 0.008 memory: 5036 grad_norm: 5.8495 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8569 loss: 2.8569 2022/06/26 01:31:50 - mmengine - INFO - Epoch(train) [50][3540/3757] lr: 8.280e-03 eta: 1 day, 11:41:00 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 5.5151 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.7104 loss: 2.7104 2022/06/26 01:31:55 - mmengine - INFO - Epoch(train) [50][3560/3757] lr: 8.280e-03 eta: 1 day, 11:40:54 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 5.5655 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6552 loss: 2.6552 2022/06/26 01:32:00 - mmengine - INFO - Epoch(train) [50][3580/3757] lr: 8.280e-03 eta: 1 day, 11:40:49 time: 0.259 data_time: 0.002 memory: 5036 grad_norm: 5.3853 top1_acc: 0.0000 top5_acc: 0.7500 loss_cls: 2.3908 loss: 2.3908 2022/06/26 01:32:06 - mmengine - INFO - Epoch(train) [50][3600/3757] lr: 8.280e-03 eta: 1 day, 11:40:44 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 5.1238 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.4094 loss: 2.4094 2022/06/26 01:32:11 - mmengine - INFO - Epoch(train) [50][3620/3757] lr: 8.280e-03 eta: 1 day, 11:40:39 time: 0.427 data_time: 0.003 memory: 5036 grad_norm: 5.4852 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9541 loss: 2.9541 2022/06/26 01:32:16 - mmengine - INFO - Epoch(train) [50][3640/3757] lr: 8.280e-03 eta: 1 day, 11:40:33 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 5.7735 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.2134 loss: 3.2134 2022/06/26 01:32:22 - mmengine - INFO - Epoch(train) [50][3660/3757] lr: 8.280e-03 eta: 1 day, 11:40:28 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 5.9271 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0236 loss: 3.0236 2022/06/26 01:32:27 - mmengine - INFO - Epoch(train) [50][3680/3757] lr: 8.280e-03 eta: 1 day, 11:40:23 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 5.5616 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1713 loss: 3.1713 2022/06/26 01:32:32 - mmengine - INFO - Epoch(train) [50][3700/3757] lr: 8.280e-03 eta: 1 day, 11:40:18 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 6.3690 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8701 loss: 2.8701 2022/06/26 01:32:37 - mmengine - INFO - Epoch(train) [50][3720/3757] lr: 8.280e-03 eta: 1 day, 11:40:12 time: 0.255 data_time: 0.014 memory: 5036 grad_norm: 5.5771 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.0444 loss: 3.0444 2022/06/26 01:32:43 - mmengine - INFO - Epoch(train) [50][3740/3757] lr: 8.280e-03 eta: 1 day, 11:40:07 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 5.4217 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6365 loss: 2.6365 2022/06/26 01:32:47 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 01:32:47 - mmengine - INFO - Saving checkpoint at 50 epochs 2022/06/26 01:33:00 - mmengine - INFO - Epoch(val) [50][20/310] eta: 0:01:48 time: 0.111 data_time: 0.010 memory: 5036 2022/06/26 01:33:05 - mmengine - INFO - Epoch(val) [50][40/310] eta: 0:01:36 time: 0.107 data_time: 0.005 memory: 1723 2022/06/26 01:33:09 - mmengine - INFO - Epoch(val) [50][60/310] eta: 0:00:26 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 01:33:14 - mmengine - INFO - Epoch(val) [50][80/310] eta: 0:00:24 time: 0.108 data_time: 0.001 memory: 1723 2022/06/26 01:33:21 - mmengine - INFO - Epoch(val) [50][100/310] eta: 0:01:15 time: 0.109 data_time: 0.002 memory: 1723 2022/06/26 01:33:25 - mmengine - INFO - Epoch(val) [50][120/310] eta: 0:01:08 time: 0.192 data_time: 0.091 memory: 1723 2022/06/26 01:33:30 - mmengine - INFO - Epoch(val) [50][140/310] eta: 0:00:27 time: 0.104 data_time: 0.002 memory: 1723 2022/06/26 01:33:35 - mmengine - INFO - Epoch(val) [50][160/310] eta: 0:00:17 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 01:33:42 - mmengine - INFO - Epoch(val) [50][180/310] eta: 0:00:42 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 01:33:46 - mmengine - INFO - Epoch(val) [50][200/310] eta: 0:00:36 time: 0.114 data_time: 0.008 memory: 1723 2022/06/26 01:33:51 - mmengine - INFO - Epoch(val) [50][220/310] eta: 0:00:16 time: 0.098 data_time: 0.001 memory: 1723 2022/06/26 01:33:56 - mmengine - INFO - Epoch(val) [50][240/310] eta: 0:00:07 time: 0.105 data_time: 0.002 memory: 1723 2022/06/26 01:34:03 - mmengine - INFO - Epoch(val) [50][260/310] eta: 0:00:18 time: 0.106 data_time: 0.002 memory: 1723 2022/06/26 01:34:07 - mmengine - INFO - Epoch(val) [50][280/310] eta: 0:00:08 time: 0.127 data_time: 0.002 memory: 1723 2022/06/26 01:34:09 - mmengine - INFO - Epoch(val) [50][300/310] eta: 0:00:01 time: 0.101 data_time: 0.001 memory: 1723 2022/06/26 01:34:11 - mmengine - INFO - Epoch(val) [50][310/310] acc/top1: 0.4455 acc/top5: 0.7041 acc/mean1: 0.4454 2022/06/26 01:34:21 - mmengine - INFO - Epoch(train) [51][20/3757] lr: 8.214e-03 eta: 1 day, 11:40:03 time: 0.276 data_time: 0.002 memory: 5036 grad_norm: 5.0679 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.9997 loss: 2.9997 2022/06/26 01:34:26 - mmengine - INFO - Epoch(train) [51][40/3757] lr: 8.214e-03 eta: 1 day, 11:39:58 time: 0.248 data_time: 0.008 memory: 5036 grad_norm: 5.1526 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7927 loss: 2.7927 2022/06/26 01:34:32 - mmengine - INFO - Epoch(train) [51][60/3757] lr: 8.214e-03 eta: 1 day, 11:39:53 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 6.0063 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1936 loss: 3.1936 2022/06/26 01:34:37 - mmengine - INFO - Epoch(train) [51][80/3757] lr: 8.214e-03 eta: 1 day, 11:39:47 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.7531 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9634 loss: 2.9634 2022/06/26 01:34:42 - mmengine - INFO - Epoch(train) [51][100/3757] lr: 8.214e-03 eta: 1 day, 11:39:42 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 5.8291 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0620 loss: 3.0620 2022/06/26 01:34:48 - mmengine - INFO - Epoch(train) [51][120/3757] lr: 8.214e-03 eta: 1 day, 11:39:38 time: 0.246 data_time: 0.009 memory: 5036 grad_norm: 6.1976 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.7758 loss: 2.7758 2022/06/26 01:34:53 - mmengine - INFO - Epoch(train) [51][140/3757] lr: 8.214e-03 eta: 1 day, 11:39:34 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 5.7725 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.0788 loss: 3.0788 2022/06/26 01:34:56 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 01:34:59 - mmengine - INFO - Epoch(train) [51][160/3757] lr: 8.214e-03 eta: 1 day, 11:39:28 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 6.2997 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0510 loss: 3.0510 2022/06/26 01:35:04 - mmengine - INFO - Epoch(train) [51][180/3757] lr: 8.214e-03 eta: 1 day, 11:39:23 time: 0.269 data_time: 0.002 memory: 5036 grad_norm: 6.6712 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4646 loss: 2.4646 2022/06/26 01:35:09 - mmengine - INFO - Epoch(train) [51][200/3757] lr: 8.214e-03 eta: 1 day, 11:39:18 time: 0.253 data_time: 0.013 memory: 5036 grad_norm: 5.9310 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.6705 loss: 2.6705 2022/06/26 01:35:15 - mmengine - INFO - Epoch(train) [51][220/3757] lr: 8.214e-03 eta: 1 day, 11:39:13 time: 0.249 data_time: 0.008 memory: 5036 grad_norm: 6.3748 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.7410 loss: 2.7410 2022/06/26 01:35:20 - mmengine - INFO - Epoch(train) [51][240/3757] lr: 8.214e-03 eta: 1 day, 11:39:08 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 5.5856 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2743 loss: 2.2743 2022/06/26 01:35:25 - mmengine - INFO - Epoch(train) [51][260/3757] lr: 8.214e-03 eta: 1 day, 11:39:03 time: 0.266 data_time: 0.002 memory: 5036 grad_norm: 6.2186 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6793 loss: 2.6793 2022/06/26 01:35:31 - mmengine - INFO - Epoch(train) [51][280/3757] lr: 8.214e-03 eta: 1 day, 11:38:58 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 5.8173 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8387 loss: 2.8387 2022/06/26 01:35:36 - mmengine - INFO - Epoch(train) [51][300/3757] lr: 8.214e-03 eta: 1 day, 11:38:54 time: 0.245 data_time: 0.003 memory: 5036 grad_norm: 5.6887 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2016 loss: 3.2016 2022/06/26 01:35:41 - mmengine - INFO - Epoch(train) [51][320/3757] lr: 8.214e-03 eta: 1 day, 11:38:48 time: 0.350 data_time: 0.105 memory: 5036 grad_norm: 5.4708 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0480 loss: 3.0480 2022/06/26 01:35:47 - mmengine - INFO - Epoch(train) [51][340/3757] lr: 8.214e-03 eta: 1 day, 11:38:43 time: 0.267 data_time: 0.002 memory: 5036 grad_norm: 6.1002 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8409 loss: 2.8409 2022/06/26 01:35:52 - mmengine - INFO - Epoch(train) [51][360/3757] lr: 8.214e-03 eta: 1 day, 11:38:38 time: 0.249 data_time: 0.008 memory: 5036 grad_norm: 5.6594 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8167 loss: 2.8167 2022/06/26 01:35:57 - mmengine - INFO - Epoch(train) [51][380/3757] lr: 8.214e-03 eta: 1 day, 11:38:32 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 6.6653 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.9953 loss: 2.9953 2022/06/26 01:36:02 - mmengine - INFO - Epoch(train) [51][400/3757] lr: 8.214e-03 eta: 1 day, 11:38:27 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 5.6956 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9149 loss: 2.9149 2022/06/26 01:36:08 - mmengine - INFO - Epoch(train) [51][420/3757] lr: 8.214e-03 eta: 1 day, 11:38:21 time: 0.249 data_time: 0.005 memory: 5036 grad_norm: 6.2462 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.6140 loss: 2.6140 2022/06/26 01:36:13 - mmengine - INFO - Epoch(train) [51][440/3757] lr: 8.214e-03 eta: 1 day, 11:38:16 time: 0.256 data_time: 0.011 memory: 5036 grad_norm: 5.8214 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4917 loss: 2.4917 2022/06/26 01:36:18 - mmengine - INFO - Epoch(train) [51][460/3757] lr: 8.214e-03 eta: 1 day, 11:38:10 time: 0.262 data_time: 0.002 memory: 5036 grad_norm: 5.5685 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7265 loss: 2.7265 2022/06/26 01:36:23 - mmengine - INFO - Epoch(train) [51][480/3757] lr: 8.214e-03 eta: 1 day, 11:38:05 time: 0.246 data_time: 0.009 memory: 5036 grad_norm: 6.1671 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0843 loss: 3.0843 2022/06/26 01:36:28 - mmengine - INFO - Epoch(train) [51][500/3757] lr: 8.214e-03 eta: 1 day, 11:37:59 time: 0.272 data_time: 0.009 memory: 5036 grad_norm: 5.7299 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.8932 loss: 2.8932 2022/06/26 01:36:34 - mmengine - INFO - Epoch(train) [51][520/3757] lr: 8.214e-03 eta: 1 day, 11:37:54 time: 0.254 data_time: 0.010 memory: 5036 grad_norm: 5.2442 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8003 loss: 2.8003 2022/06/26 01:36:39 - mmengine - INFO - Epoch(train) [51][540/3757] lr: 8.214e-03 eta: 1 day, 11:37:49 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 5.6045 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.8333 loss: 2.8333 2022/06/26 01:36:44 - mmengine - INFO - Epoch(train) [51][560/3757] lr: 8.214e-03 eta: 1 day, 11:37:44 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 5.8008 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.4470 loss: 2.4470 2022/06/26 01:36:49 - mmengine - INFO - Epoch(train) [51][580/3757] lr: 8.214e-03 eta: 1 day, 11:37:38 time: 0.261 data_time: 0.013 memory: 5036 grad_norm: 6.2446 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.1849 loss: 3.1849 2022/06/26 01:36:55 - mmengine - INFO - Epoch(train) [51][600/3757] lr: 8.214e-03 eta: 1 day, 11:37:34 time: 0.269 data_time: 0.009 memory: 5036 grad_norm: 5.7752 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7856 loss: 2.7856 2022/06/26 01:37:00 - mmengine - INFO - Epoch(train) [51][620/3757] lr: 8.214e-03 eta: 1 day, 11:37:28 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 6.9823 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8900 loss: 2.8900 2022/06/26 01:37:06 - mmengine - INFO - Epoch(train) [51][640/3757] lr: 8.214e-03 eta: 1 day, 11:37:24 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 5.9009 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.7226 loss: 2.7226 2022/06/26 01:37:11 - mmengine - INFO - Epoch(train) [51][660/3757] lr: 8.214e-03 eta: 1 day, 11:37:18 time: 0.250 data_time: 0.009 memory: 5036 grad_norm: 5.4519 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 3.0164 loss: 3.0164 2022/06/26 01:37:16 - mmengine - INFO - Epoch(train) [51][680/3757] lr: 8.214e-03 eta: 1 day, 11:37:13 time: 0.252 data_time: 0.010 memory: 5036 grad_norm: 6.2856 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9760 loss: 2.9760 2022/06/26 01:37:21 - mmengine - INFO - Epoch(train) [51][700/3757] lr: 8.214e-03 eta: 1 day, 11:37:07 time: 0.303 data_time: 0.003 memory: 5036 grad_norm: 5.8689 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.6628 loss: 2.6628 2022/06/26 01:37:26 - mmengine - INFO - Epoch(train) [51][720/3757] lr: 8.214e-03 eta: 1 day, 11:37:02 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 6.5245 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.4870 loss: 2.4870 2022/06/26 01:37:32 - mmengine - INFO - Epoch(train) [51][740/3757] lr: 8.214e-03 eta: 1 day, 11:36:57 time: 0.717 data_time: 0.007 memory: 5036 grad_norm: 5.4492 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.9321 loss: 2.9321 2022/06/26 01:37:37 - mmengine - INFO - Epoch(train) [51][760/3757] lr: 8.214e-03 eta: 1 day, 11:36:52 time: 0.252 data_time: 0.014 memory: 5036 grad_norm: 5.4631 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.7220 loss: 2.7220 2022/06/26 01:37:42 - mmengine - INFO - Epoch(train) [51][780/3757] lr: 8.214e-03 eta: 1 day, 11:36:47 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 6.2475 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8356 loss: 2.8356 2022/06/26 01:37:48 - mmengine - INFO - Epoch(train) [51][800/3757] lr: 8.214e-03 eta: 1 day, 11:36:41 time: 0.250 data_time: 0.008 memory: 5036 grad_norm: 5.4720 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8682 loss: 2.8682 2022/06/26 01:37:53 - mmengine - INFO - Epoch(train) [51][820/3757] lr: 8.214e-03 eta: 1 day, 11:36:36 time: 0.258 data_time: 0.005 memory: 5036 grad_norm: 6.4288 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0945 loss: 3.0945 2022/06/26 01:37:58 - mmengine - INFO - Epoch(train) [51][840/3757] lr: 8.214e-03 eta: 1 day, 11:36:31 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 5.5404 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.7966 loss: 2.7966 2022/06/26 01:38:03 - mmengine - INFO - Epoch(train) [51][860/3757] lr: 8.214e-03 eta: 1 day, 11:36:25 time: 0.257 data_time: 0.002 memory: 5036 grad_norm: 6.3227 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4744 loss: 2.4744 2022/06/26 01:38:09 - mmengine - INFO - Epoch(train) [51][880/3757] lr: 8.214e-03 eta: 1 day, 11:36:20 time: 0.261 data_time: 0.016 memory: 5036 grad_norm: 5.8146 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.8624 loss: 2.8624 2022/06/26 01:38:14 - mmengine - INFO - Epoch(train) [51][900/3757] lr: 8.214e-03 eta: 1 day, 11:36:14 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 5.3926 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7540 loss: 2.7540 2022/06/26 01:38:19 - mmengine - INFO - Epoch(train) [51][920/3757] lr: 8.214e-03 eta: 1 day, 11:36:08 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 7.0761 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6884 loss: 2.6884 2022/06/26 01:38:24 - mmengine - INFO - Epoch(train) [51][940/3757] lr: 8.214e-03 eta: 1 day, 11:36:03 time: 0.261 data_time: 0.012 memory: 5036 grad_norm: 5.7455 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.9450 loss: 2.9450 2022/06/26 01:38:29 - mmengine - INFO - Epoch(train) [51][960/3757] lr: 8.214e-03 eta: 1 day, 11:35:57 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 6.3112 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3232 loss: 3.3232 2022/06/26 01:38:35 - mmengine - INFO - Epoch(train) [51][980/3757] lr: 8.214e-03 eta: 1 day, 11:35:53 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 5.5303 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.5815 loss: 2.5815 2022/06/26 01:38:40 - mmengine - INFO - Epoch(train) [51][1000/3757] lr: 8.214e-03 eta: 1 day, 11:35:47 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 5.2714 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7461 loss: 2.7461 2022/06/26 01:38:45 - mmengine - INFO - Epoch(train) [51][1020/3757] lr: 8.214e-03 eta: 1 day, 11:35:42 time: 0.278 data_time: 0.028 memory: 5036 grad_norm: 5.9179 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.1582 loss: 3.1582 2022/06/26 01:38:50 - mmengine - INFO - Epoch(train) [51][1040/3757] lr: 8.214e-03 eta: 1 day, 11:35:37 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 5.8823 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.8397 loss: 2.8397 2022/06/26 01:38:56 - mmengine - INFO - Epoch(train) [51][1060/3757] lr: 8.214e-03 eta: 1 day, 11:35:31 time: 0.269 data_time: 0.003 memory: 5036 grad_norm: 6.3632 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4497 loss: 2.4497 2022/06/26 01:39:01 - mmengine - INFO - Epoch(train) [51][1080/3757] lr: 8.214e-03 eta: 1 day, 11:35:26 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 5.7742 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.8703 loss: 2.8703 2022/06/26 01:39:06 - mmengine - INFO - Epoch(train) [51][1100/3757] lr: 8.214e-03 eta: 1 day, 11:35:21 time: 0.264 data_time: 0.013 memory: 5036 grad_norm: 5.4768 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9081 loss: 2.9081 2022/06/26 01:39:11 - mmengine - INFO - Epoch(train) [51][1120/3757] lr: 8.214e-03 eta: 1 day, 11:35:15 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 6.2372 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8244 loss: 2.8244 2022/06/26 01:39:17 - mmengine - INFO - Epoch(train) [51][1140/3757] lr: 8.214e-03 eta: 1 day, 11:35:10 time: 0.260 data_time: 0.004 memory: 5036 grad_norm: 6.8228 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5603 loss: 2.5603 2022/06/26 01:39:19 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 01:39:22 - mmengine - INFO - Epoch(train) [51][1160/3757] lr: 8.214e-03 eta: 1 day, 11:35:05 time: 0.525 data_time: 0.004 memory: 5036 grad_norm: 6.7136 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8003 loss: 2.8003 2022/06/26 01:39:27 - mmengine - INFO - Epoch(train) [51][1180/3757] lr: 8.214e-03 eta: 1 day, 11:35:00 time: 0.257 data_time: 0.008 memory: 5036 grad_norm: 6.2579 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.5007 loss: 3.5007 2022/06/26 01:39:32 - mmengine - INFO - Epoch(train) [51][1200/3757] lr: 8.214e-03 eta: 1 day, 11:34:54 time: 0.275 data_time: 0.010 memory: 5036 grad_norm: 5.6149 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 3.2189 loss: 3.2189 2022/06/26 01:39:38 - mmengine - INFO - Epoch(train) [51][1220/3757] lr: 8.214e-03 eta: 1 day, 11:34:49 time: 0.281 data_time: 0.003 memory: 5036 grad_norm: 5.5221 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.1274 loss: 2.1274 2022/06/26 01:39:43 - mmengine - INFO - Epoch(train) [51][1240/3757] lr: 8.214e-03 eta: 1 day, 11:34:44 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 5.8763 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.8573 loss: 2.8573 2022/06/26 01:39:48 - mmengine - INFO - Epoch(train) [51][1260/3757] lr: 8.214e-03 eta: 1 day, 11:34:38 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 5.7651 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.7706 loss: 2.7706 2022/06/26 01:39:53 - mmengine - INFO - Epoch(train) [51][1280/3757] lr: 8.214e-03 eta: 1 day, 11:34:33 time: 0.243 data_time: 0.005 memory: 5036 grad_norm: 6.1840 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1001 loss: 3.1001 2022/06/26 01:39:59 - mmengine - INFO - Epoch(train) [51][1300/3757] lr: 8.214e-03 eta: 1 day, 11:34:28 time: 0.286 data_time: 0.003 memory: 5036 grad_norm: 5.3851 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0051 loss: 3.0051 2022/06/26 01:40:04 - mmengine - INFO - Epoch(train) [51][1320/3757] lr: 8.214e-03 eta: 1 day, 11:34:23 time: 0.259 data_time: 0.002 memory: 5036 grad_norm: 6.2972 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6758 loss: 2.6758 2022/06/26 01:40:09 - mmengine - INFO - Epoch(train) [51][1340/3757] lr: 8.214e-03 eta: 1 day, 11:34:18 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 5.9570 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.3499 loss: 2.3499 2022/06/26 01:40:15 - mmengine - INFO - Epoch(train) [51][1360/3757] lr: 8.214e-03 eta: 1 day, 11:34:12 time: 0.255 data_time: 0.012 memory: 5036 grad_norm: 5.3526 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.8300 loss: 2.8300 2022/06/26 01:40:20 - mmengine - INFO - Epoch(train) [51][1380/3757] lr: 8.214e-03 eta: 1 day, 11:34:07 time: 0.285 data_time: 0.003 memory: 5036 grad_norm: 6.4059 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.9202 loss: 2.9202 2022/06/26 01:40:25 - mmengine - INFO - Epoch(train) [51][1400/3757] lr: 8.214e-03 eta: 1 day, 11:34:02 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 5.9279 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.5274 loss: 2.5274 2022/06/26 01:40:31 - mmengine - INFO - Epoch(train) [51][1420/3757] lr: 8.214e-03 eta: 1 day, 11:33:57 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 6.1417 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7107 loss: 2.7107 2022/06/26 01:40:36 - mmengine - INFO - Epoch(train) [51][1440/3757] lr: 8.214e-03 eta: 1 day, 11:33:52 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 5.5928 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4828 loss: 2.4828 2022/06/26 01:40:41 - mmengine - INFO - Epoch(train) [51][1460/3757] lr: 8.214e-03 eta: 1 day, 11:33:47 time: 0.386 data_time: 0.002 memory: 5036 grad_norm: 5.6620 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5006 loss: 2.5006 2022/06/26 01:40:47 - mmengine - INFO - Epoch(train) [51][1480/3757] lr: 8.214e-03 eta: 1 day, 11:33:42 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 5.5085 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.8249 loss: 2.8249 2022/06/26 01:40:52 - mmengine - INFO - Epoch(train) [51][1500/3757] lr: 8.214e-03 eta: 1 day, 11:33:36 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 6.6585 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.1599 loss: 3.1599 2022/06/26 01:40:57 - mmengine - INFO - Epoch(train) [51][1520/3757] lr: 8.214e-03 eta: 1 day, 11:33:31 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 5.5397 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5773 loss: 2.5773 2022/06/26 01:41:02 - mmengine - INFO - Epoch(train) [51][1540/3757] lr: 8.214e-03 eta: 1 day, 11:33:26 time: 0.288 data_time: 0.003 memory: 5036 grad_norm: 6.1587 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6564 loss: 2.6564 2022/06/26 01:41:08 - mmengine - INFO - Epoch(train) [51][1560/3757] lr: 8.214e-03 eta: 1 day, 11:33:20 time: 0.273 data_time: 0.002 memory: 5036 grad_norm: 5.2067 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8008 loss: 2.8008 2022/06/26 01:41:13 - mmengine - INFO - Epoch(train) [51][1580/3757] lr: 8.214e-03 eta: 1 day, 11:33:15 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 5.5717 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8468 loss: 2.8468 2022/06/26 01:41:18 - mmengine - INFO - Epoch(train) [51][1600/3757] lr: 8.214e-03 eta: 1 day, 11:33:10 time: 0.273 data_time: 0.003 memory: 5036 grad_norm: 5.3526 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7469 loss: 2.7469 2022/06/26 01:41:23 - mmengine - INFO - Epoch(train) [51][1620/3757] lr: 8.214e-03 eta: 1 day, 11:33:04 time: 0.281 data_time: 0.002 memory: 5036 grad_norm: 6.0199 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5289 loss: 2.5289 2022/06/26 01:41:29 - mmengine - INFO - Epoch(train) [51][1640/3757] lr: 8.214e-03 eta: 1 day, 11:32:59 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 5.9166 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1482 loss: 3.1482 2022/06/26 01:41:34 - mmengine - INFO - Epoch(train) [51][1660/3757] lr: 8.214e-03 eta: 1 day, 11:32:54 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 6.1836 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3480 loss: 3.3480 2022/06/26 01:41:39 - mmengine - INFO - Epoch(train) [51][1680/3757] lr: 8.214e-03 eta: 1 day, 11:32:48 time: 0.271 data_time: 0.006 memory: 5036 grad_norm: 5.7438 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.1089 loss: 3.1089 2022/06/26 01:41:44 - mmengine - INFO - Epoch(train) [51][1700/3757] lr: 8.214e-03 eta: 1 day, 11:32:43 time: 0.285 data_time: 0.003 memory: 5036 grad_norm: 5.5650 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6736 loss: 2.6736 2022/06/26 01:41:50 - mmengine - INFO - Epoch(train) [51][1720/3757] lr: 8.214e-03 eta: 1 day, 11:32:38 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.4281 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.7542 loss: 2.7542 2022/06/26 01:41:55 - mmengine - INFO - Epoch(train) [51][1740/3757] lr: 8.214e-03 eta: 1 day, 11:32:33 time: 0.268 data_time: 0.006 memory: 5036 grad_norm: 6.1332 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.6302 loss: 2.6302 2022/06/26 01:42:00 - mmengine - INFO - Epoch(train) [51][1760/3757] lr: 8.214e-03 eta: 1 day, 11:32:28 time: 0.277 data_time: 0.017 memory: 5036 grad_norm: 6.2196 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.8074 loss: 2.8074 2022/06/26 01:42:06 - mmengine - INFO - Epoch(train) [51][1780/3757] lr: 8.214e-03 eta: 1 day, 11:32:23 time: 0.289 data_time: 0.003 memory: 5036 grad_norm: 6.3933 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7412 loss: 2.7412 2022/06/26 01:42:11 - mmengine - INFO - Epoch(train) [51][1800/3757] lr: 8.214e-03 eta: 1 day, 11:32:17 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 6.0299 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6936 loss: 2.6936 2022/06/26 01:42:16 - mmengine - INFO - Epoch(train) [51][1820/3757] lr: 8.214e-03 eta: 1 day, 11:32:12 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 6.1007 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.7254 loss: 2.7254 2022/06/26 01:42:21 - mmengine - INFO - Epoch(train) [51][1840/3757] lr: 8.214e-03 eta: 1 day, 11:32:07 time: 0.280 data_time: 0.012 memory: 5036 grad_norm: 5.7899 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5154 loss: 2.5154 2022/06/26 01:42:27 - mmengine - INFO - Epoch(train) [51][1860/3757] lr: 8.214e-03 eta: 1 day, 11:32:01 time: 0.267 data_time: 0.003 memory: 5036 grad_norm: 6.1931 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.8970 loss: 2.8970 2022/06/26 01:42:32 - mmengine - INFO - Epoch(train) [51][1880/3757] lr: 8.214e-03 eta: 1 day, 11:31:56 time: 0.300 data_time: 0.003 memory: 5036 grad_norm: 6.8255 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8778 loss: 2.8778 2022/06/26 01:42:37 - mmengine - INFO - Epoch(train) [51][1900/3757] lr: 8.214e-03 eta: 1 day, 11:31:51 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 5.5837 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.3683 loss: 2.3683 2022/06/26 01:42:42 - mmengine - INFO - Epoch(train) [51][1920/3757] lr: 8.214e-03 eta: 1 day, 11:31:45 time: 0.272 data_time: 0.003 memory: 5036 grad_norm: 6.1794 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9027 loss: 2.9027 2022/06/26 01:42:48 - mmengine - INFO - Epoch(train) [51][1940/3757] lr: 8.214e-03 eta: 1 day, 11:31:41 time: 0.273 data_time: 0.003 memory: 5036 grad_norm: 5.5511 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7045 loss: 2.7045 2022/06/26 01:42:53 - mmengine - INFO - Epoch(train) [51][1960/3757] lr: 8.214e-03 eta: 1 day, 11:31:37 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 5.7632 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.4920 loss: 2.4920 2022/06/26 01:42:59 - mmengine - INFO - Epoch(train) [51][1980/3757] lr: 8.214e-03 eta: 1 day, 11:31:31 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 6.2265 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7569 loss: 2.7569 2022/06/26 01:43:04 - mmengine - INFO - Epoch(train) [51][2000/3757] lr: 8.214e-03 eta: 1 day, 11:31:26 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 6.0054 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.8879 loss: 2.8879 2022/06/26 01:43:09 - mmengine - INFO - Epoch(train) [51][2020/3757] lr: 8.214e-03 eta: 1 day, 11:31:20 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 5.1077 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.7685 loss: 2.7685 2022/06/26 01:43:15 - mmengine - INFO - Epoch(train) [51][2040/3757] lr: 8.214e-03 eta: 1 day, 11:31:16 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 5.4683 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6277 loss: 2.6277 2022/06/26 01:43:20 - mmengine - INFO - Epoch(train) [51][2060/3757] lr: 8.214e-03 eta: 1 day, 11:31:10 time: 0.251 data_time: 0.005 memory: 5036 grad_norm: 5.9841 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4648 loss: 2.4648 2022/06/26 01:43:25 - mmengine - INFO - Epoch(train) [51][2080/3757] lr: 8.214e-03 eta: 1 day, 11:31:04 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 5.8777 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.8626 loss: 2.8626 2022/06/26 01:43:30 - mmengine - INFO - Epoch(train) [51][2100/3757] lr: 8.214e-03 eta: 1 day, 11:30:59 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 6.0105 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.9147 loss: 2.9147 2022/06/26 01:43:36 - mmengine - INFO - Epoch(train) [51][2120/3757] lr: 8.214e-03 eta: 1 day, 11:30:54 time: 0.264 data_time: 0.002 memory: 5036 grad_norm: 5.6284 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9536 loss: 2.9536 2022/06/26 01:43:41 - mmengine - INFO - Epoch(train) [51][2140/3757] lr: 8.214e-03 eta: 1 day, 11:30:49 time: 0.251 data_time: 0.008 memory: 5036 grad_norm: 6.3296 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.0567 loss: 3.0567 2022/06/26 01:43:43 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 01:43:46 - mmengine - INFO - Epoch(train) [51][2160/3757] lr: 8.214e-03 eta: 1 day, 11:30:43 time: 0.249 data_time: 0.005 memory: 5036 grad_norm: 6.6477 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7619 loss: 2.7619 2022/06/26 01:43:51 - mmengine - INFO - Epoch(train) [51][2180/3757] lr: 8.214e-03 eta: 1 day, 11:30:37 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 5.4786 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9619 loss: 2.9619 2022/06/26 01:43:56 - mmengine - INFO - Epoch(train) [51][2200/3757] lr: 8.214e-03 eta: 1 day, 11:30:32 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 5.6848 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4844 loss: 2.4844 2022/06/26 01:44:01 - mmengine - INFO - Epoch(train) [51][2220/3757] lr: 8.214e-03 eta: 1 day, 11:30:27 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 5.8118 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.8439 loss: 2.8439 2022/06/26 01:44:07 - mmengine - INFO - Epoch(train) [51][2240/3757] lr: 8.214e-03 eta: 1 day, 11:30:21 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 6.4138 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.7094 loss: 2.7094 2022/06/26 01:44:12 - mmengine - INFO - Epoch(train) [51][2260/3757] lr: 8.214e-03 eta: 1 day, 11:30:16 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 5.2980 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8158 loss: 2.8158 2022/06/26 01:44:17 - mmengine - INFO - Epoch(train) [51][2280/3757] lr: 8.214e-03 eta: 1 day, 11:30:11 time: 0.264 data_time: 0.008 memory: 5036 grad_norm: 6.1302 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7822 loss: 2.7822 2022/06/26 01:44:22 - mmengine - INFO - Epoch(train) [51][2300/3757] lr: 8.214e-03 eta: 1 day, 11:30:05 time: 0.257 data_time: 0.002 memory: 5036 grad_norm: 5.9163 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1013 loss: 3.1013 2022/06/26 01:44:27 - mmengine - INFO - Epoch(train) [51][2320/3757] lr: 8.214e-03 eta: 1 day, 11:30:00 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 5.6328 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6238 loss: 2.6238 2022/06/26 01:44:33 - mmengine - INFO - Epoch(train) [51][2340/3757] lr: 8.214e-03 eta: 1 day, 11:29:55 time: 0.250 data_time: 0.012 memory: 5036 grad_norm: 5.5035 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0111 loss: 3.0111 2022/06/26 01:44:38 - mmengine - INFO - Epoch(train) [51][2360/3757] lr: 8.214e-03 eta: 1 day, 11:29:49 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 5.2149 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6997 loss: 2.6997 2022/06/26 01:44:43 - mmengine - INFO - Epoch(train) [51][2380/3757] lr: 8.214e-03 eta: 1 day, 11:29:44 time: 0.258 data_time: 0.010 memory: 5036 grad_norm: 6.0781 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.1414 loss: 3.1414 2022/06/26 01:44:48 - mmengine - INFO - Epoch(train) [51][2400/3757] lr: 8.214e-03 eta: 1 day, 11:29:38 time: 0.251 data_time: 0.014 memory: 5036 grad_norm: 6.0304 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4027 loss: 2.4027 2022/06/26 01:44:54 - mmengine - INFO - Epoch(train) [51][2420/3757] lr: 8.214e-03 eta: 1 day, 11:29:33 time: 0.256 data_time: 0.005 memory: 5036 grad_norm: 5.4930 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.9534 loss: 2.9534 2022/06/26 01:44:59 - mmengine - INFO - Epoch(train) [51][2440/3757] lr: 8.214e-03 eta: 1 day, 11:29:28 time: 0.258 data_time: 0.018 memory: 5036 grad_norm: 5.6652 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.7031 loss: 2.7031 2022/06/26 01:45:04 - mmengine - INFO - Epoch(train) [51][2460/3757] lr: 8.214e-03 eta: 1 day, 11:29:23 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 6.1141 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.1903 loss: 3.1903 2022/06/26 01:45:09 - mmengine - INFO - Epoch(train) [51][2480/3757] lr: 8.214e-03 eta: 1 day, 11:29:17 time: 0.255 data_time: 0.017 memory: 5036 grad_norm: 6.3285 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8255 loss: 2.8255 2022/06/26 01:45:15 - mmengine - INFO - Epoch(train) [51][2500/3757] lr: 8.214e-03 eta: 1 day, 11:29:13 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 6.1346 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0946 loss: 3.0946 2022/06/26 01:45:20 - mmengine - INFO - Epoch(train) [51][2520/3757] lr: 8.214e-03 eta: 1 day, 11:29:07 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 5.3254 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7966 loss: 2.7966 2022/06/26 01:45:25 - mmengine - INFO - Epoch(train) [51][2540/3757] lr: 8.214e-03 eta: 1 day, 11:29:02 time: 0.244 data_time: 0.004 memory: 5036 grad_norm: 5.2296 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.7762 loss: 2.7762 2022/06/26 01:45:31 - mmengine - INFO - Epoch(train) [51][2560/3757] lr: 8.214e-03 eta: 1 day, 11:28:56 time: 0.256 data_time: 0.005 memory: 5036 grad_norm: 6.7795 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.9159 loss: 2.9159 2022/06/26 01:45:36 - mmengine - INFO - Epoch(train) [51][2580/3757] lr: 8.214e-03 eta: 1 day, 11:28:52 time: 0.257 data_time: 0.011 memory: 5036 grad_norm: 5.9371 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 3.0906 loss: 3.0906 2022/06/26 01:45:41 - mmengine - INFO - Epoch(train) [51][2600/3757] lr: 8.214e-03 eta: 1 day, 11:28:46 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 6.6334 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8383 loss: 2.8383 2022/06/26 01:45:47 - mmengine - INFO - Epoch(train) [51][2620/3757] lr: 8.214e-03 eta: 1 day, 11:28:41 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 5.2743 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4121 loss: 2.4121 2022/06/26 01:45:52 - mmengine - INFO - Epoch(train) [51][2640/3757] lr: 8.214e-03 eta: 1 day, 11:28:35 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 5.7892 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4161 loss: 2.4161 2022/06/26 01:45:57 - mmengine - INFO - Epoch(train) [51][2660/3757] lr: 8.214e-03 eta: 1 day, 11:28:30 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 5.1053 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6945 loss: 2.6945 2022/06/26 01:46:02 - mmengine - INFO - Epoch(train) [51][2680/3757] lr: 8.214e-03 eta: 1 day, 11:28:24 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 5.8269 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 2.6326 loss: 2.6326 2022/06/26 01:46:07 - mmengine - INFO - Epoch(train) [51][2700/3757] lr: 8.214e-03 eta: 1 day, 11:28:18 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 5.9173 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6463 loss: 2.6463 2022/06/26 01:46:12 - mmengine - INFO - Epoch(train) [51][2720/3757] lr: 8.214e-03 eta: 1 day, 11:28:13 time: 0.326 data_time: 0.007 memory: 5036 grad_norm: 6.2405 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0778 loss: 3.0778 2022/06/26 01:46:17 - mmengine - INFO - Epoch(train) [51][2740/3757] lr: 8.214e-03 eta: 1 day, 11:28:08 time: 0.251 data_time: 0.005 memory: 5036 grad_norm: 5.3527 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6912 loss: 2.6912 2022/06/26 01:46:23 - mmengine - INFO - Epoch(train) [51][2760/3757] lr: 8.214e-03 eta: 1 day, 11:28:02 time: 0.247 data_time: 0.007 memory: 5036 grad_norm: 5.7036 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.8306 loss: 2.8306 2022/06/26 01:46:28 - mmengine - INFO - Epoch(train) [51][2780/3757] lr: 8.214e-03 eta: 1 day, 11:27:56 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 6.9660 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.4809 loss: 3.4809 2022/06/26 01:46:34 - mmengine - INFO - Epoch(train) [51][2800/3757] lr: 8.214e-03 eta: 1 day, 11:27:52 time: 0.267 data_time: 0.006 memory: 5036 grad_norm: 5.4912 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7187 loss: 2.7187 2022/06/26 01:46:39 - mmengine - INFO - Epoch(train) [51][2820/3757] lr: 8.214e-03 eta: 1 day, 11:27:47 time: 0.262 data_time: 0.015 memory: 5036 grad_norm: 5.1337 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9712 loss: 2.9712 2022/06/26 01:46:44 - mmengine - INFO - Epoch(train) [51][2840/3757] lr: 8.214e-03 eta: 1 day, 11:27:41 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 5.5665 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 3.1689 loss: 3.1689 2022/06/26 01:46:49 - mmengine - INFO - Epoch(train) [51][2860/3757] lr: 8.214e-03 eta: 1 day, 11:27:36 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 5.8715 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2440 loss: 3.2440 2022/06/26 01:46:54 - mmengine - INFO - Epoch(train) [51][2880/3757] lr: 8.214e-03 eta: 1 day, 11:27:30 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 5.9290 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.7374 loss: 2.7374 2022/06/26 01:46:59 - mmengine - INFO - Epoch(train) [51][2900/3757] lr: 8.214e-03 eta: 1 day, 11:27:24 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 6.5644 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1199 loss: 3.1199 2022/06/26 01:47:04 - mmengine - INFO - Epoch(train) [51][2920/3757] lr: 8.214e-03 eta: 1 day, 11:27:19 time: 0.254 data_time: 0.008 memory: 5036 grad_norm: 7.0208 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7546 loss: 2.7546 2022/06/26 01:47:09 - mmengine - INFO - Epoch(train) [51][2940/3757] lr: 8.214e-03 eta: 1 day, 11:27:13 time: 0.248 data_time: 0.004 memory: 5036 grad_norm: 5.6679 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3036 loss: 2.3036 2022/06/26 01:47:15 - mmengine - INFO - Epoch(train) [51][2960/3757] lr: 8.214e-03 eta: 1 day, 11:27:08 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 5.6125 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6206 loss: 2.6206 2022/06/26 01:47:20 - mmengine - INFO - Epoch(train) [51][2980/3757] lr: 8.214e-03 eta: 1 day, 11:27:03 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 5.8288 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.7647 loss: 2.7647 2022/06/26 01:47:25 - mmengine - INFO - Epoch(train) [51][3000/3757] lr: 8.214e-03 eta: 1 day, 11:26:57 time: 0.257 data_time: 0.008 memory: 5036 grad_norm: 5.9663 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6717 loss: 2.6717 2022/06/26 01:47:30 - mmengine - INFO - Epoch(train) [51][3020/3757] lr: 8.214e-03 eta: 1 day, 11:26:52 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 6.0017 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8168 loss: 2.8168 2022/06/26 01:47:36 - mmengine - INFO - Epoch(train) [51][3040/3757] lr: 8.214e-03 eta: 1 day, 11:26:47 time: 0.255 data_time: 0.005 memory: 5036 grad_norm: 5.6400 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5706 loss: 2.5706 2022/06/26 01:47:41 - mmengine - INFO - Epoch(train) [51][3060/3757] lr: 8.214e-03 eta: 1 day, 11:26:42 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 5.5880 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7356 loss: 2.7356 2022/06/26 01:47:46 - mmengine - INFO - Epoch(train) [51][3080/3757] lr: 8.214e-03 eta: 1 day, 11:26:36 time: 0.258 data_time: 0.014 memory: 5036 grad_norm: 6.1618 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.4442 loss: 2.4442 2022/06/26 01:47:51 - mmengine - INFO - Epoch(train) [51][3100/3757] lr: 8.214e-03 eta: 1 day, 11:26:31 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 4.9847 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9176 loss: 2.9176 2022/06/26 01:47:57 - mmengine - INFO - Epoch(train) [51][3120/3757] lr: 8.214e-03 eta: 1 day, 11:26:25 time: 0.251 data_time: 0.005 memory: 5036 grad_norm: 5.5630 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6461 loss: 2.6461 2022/06/26 01:48:02 - mmengine - INFO - Epoch(train) [51][3140/3757] lr: 8.214e-03 eta: 1 day, 11:26:20 time: 0.261 data_time: 0.017 memory: 5036 grad_norm: 5.0066 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0019 loss: 3.0019 2022/06/26 01:48:04 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 01:48:07 - mmengine - INFO - Epoch(train) [51][3160/3757] lr: 8.214e-03 eta: 1 day, 11:26:15 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 5.9051 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.0822 loss: 3.0822 2022/06/26 01:48:13 - mmengine - INFO - Epoch(train) [51][3180/3757] lr: 8.214e-03 eta: 1 day, 11:26:10 time: 0.658 data_time: 0.002 memory: 5036 grad_norm: 6.5973 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6700 loss: 2.6700 2022/06/26 01:48:18 - mmengine - INFO - Epoch(train) [51][3200/3757] lr: 8.214e-03 eta: 1 day, 11:26:05 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 7.1305 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9450 loss: 2.9450 2022/06/26 01:48:23 - mmengine - INFO - Epoch(train) [51][3220/3757] lr: 8.214e-03 eta: 1 day, 11:25:59 time: 0.263 data_time: 0.018 memory: 5036 grad_norm: 6.2872 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.7693 loss: 2.7693 2022/06/26 01:48:28 - mmengine - INFO - Epoch(train) [51][3240/3757] lr: 8.214e-03 eta: 1 day, 11:25:54 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 6.0555 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.9183 loss: 2.9183 2022/06/26 01:48:34 - mmengine - INFO - Epoch(train) [51][3260/3757] lr: 8.214e-03 eta: 1 day, 11:25:49 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 5.6620 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.8136 loss: 2.8136 2022/06/26 01:48:39 - mmengine - INFO - Epoch(train) [51][3280/3757] lr: 8.214e-03 eta: 1 day, 11:25:43 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 6.0197 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.2560 loss: 3.2560 2022/06/26 01:48:44 - mmengine - INFO - Epoch(train) [51][3300/3757] lr: 8.214e-03 eta: 1 day, 11:25:38 time: 0.262 data_time: 0.014 memory: 5036 grad_norm: 6.1128 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5442 loss: 2.5442 2022/06/26 01:48:49 - mmengine - INFO - Epoch(train) [51][3320/3757] lr: 8.214e-03 eta: 1 day, 11:25:32 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 5.4385 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0208 loss: 3.0208 2022/06/26 01:48:54 - mmengine - INFO - Epoch(train) [51][3340/3757] lr: 8.214e-03 eta: 1 day, 11:25:27 time: 0.267 data_time: 0.003 memory: 5036 grad_norm: 5.6797 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8048 loss: 2.8048 2022/06/26 01:48:59 - mmengine - INFO - Epoch(train) [51][3360/3757] lr: 8.214e-03 eta: 1 day, 11:25:21 time: 0.258 data_time: 0.002 memory: 5036 grad_norm: 6.4545 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.8774 loss: 2.8774 2022/06/26 01:49:05 - mmengine - INFO - Epoch(train) [51][3380/3757] lr: 8.214e-03 eta: 1 day, 11:25:16 time: 0.263 data_time: 0.024 memory: 5036 grad_norm: 6.3332 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9576 loss: 2.9576 2022/06/26 01:49:10 - mmengine - INFO - Epoch(train) [51][3400/3757] lr: 8.214e-03 eta: 1 day, 11:25:10 time: 0.258 data_time: 0.008 memory: 5036 grad_norm: 5.5363 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6229 loss: 2.6229 2022/06/26 01:49:15 - mmengine - INFO - Epoch(train) [51][3420/3757] lr: 8.214e-03 eta: 1 day, 11:25:05 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 6.1194 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3470 loss: 3.3470 2022/06/26 01:49:20 - mmengine - INFO - Epoch(train) [51][3440/3757] lr: 8.214e-03 eta: 1 day, 11:24:59 time: 0.249 data_time: 0.012 memory: 5036 grad_norm: 5.1646 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.5697 loss: 2.5697 2022/06/26 01:49:25 - mmengine - INFO - Epoch(train) [51][3460/3757] lr: 8.214e-03 eta: 1 day, 11:24:53 time: 0.256 data_time: 0.018 memory: 5036 grad_norm: 5.9935 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6853 loss: 2.6853 2022/06/26 01:49:30 - mmengine - INFO - Epoch(train) [51][3480/3757] lr: 8.214e-03 eta: 1 day, 11:24:48 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 7.0380 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.9985 loss: 2.9985 2022/06/26 01:49:36 - mmengine - INFO - Epoch(train) [51][3500/3757] lr: 8.214e-03 eta: 1 day, 11:24:43 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 6.5907 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 2.6461 loss: 2.6461 2022/06/26 01:49:41 - mmengine - INFO - Epoch(train) [51][3520/3757] lr: 8.214e-03 eta: 1 day, 11:24:37 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 5.7658 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.0652 loss: 3.0652 2022/06/26 01:49:46 - mmengine - INFO - Epoch(train) [51][3540/3757] lr: 8.214e-03 eta: 1 day, 11:24:32 time: 0.279 data_time: 0.032 memory: 5036 grad_norm: 7.0611 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.9741 loss: 2.9741 2022/06/26 01:49:51 - mmengine - INFO - Epoch(train) [51][3560/3757] lr: 8.214e-03 eta: 1 day, 11:24:26 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 6.1496 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8977 loss: 2.8977 2022/06/26 01:49:57 - mmengine - INFO - Epoch(train) [51][3580/3757] lr: 8.214e-03 eta: 1 day, 11:24:21 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 5.7233 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7985 loss: 2.7985 2022/06/26 01:50:02 - mmengine - INFO - Epoch(train) [51][3600/3757] lr: 8.214e-03 eta: 1 day, 11:24:15 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 5.5029 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.1878 loss: 3.1878 2022/06/26 01:50:07 - mmengine - INFO - Epoch(train) [51][3620/3757] lr: 8.214e-03 eta: 1 day, 11:24:10 time: 0.268 data_time: 0.024 memory: 5036 grad_norm: 5.9272 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8634 loss: 2.8634 2022/06/26 01:50:12 - mmengine - INFO - Epoch(train) [51][3640/3757] lr: 8.214e-03 eta: 1 day, 11:24:04 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 5.5872 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7902 loss: 2.7902 2022/06/26 01:50:17 - mmengine - INFO - Epoch(train) [51][3660/3757] lr: 8.214e-03 eta: 1 day, 11:23:59 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 5.6237 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8005 loss: 2.8005 2022/06/26 01:50:22 - mmengine - INFO - Epoch(train) [51][3680/3757] lr: 8.214e-03 eta: 1 day, 11:23:54 time: 0.270 data_time: 0.004 memory: 5036 grad_norm: 7.0569 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5537 loss: 2.5537 2022/06/26 01:50:28 - mmengine - INFO - Epoch(train) [51][3700/3757] lr: 8.214e-03 eta: 1 day, 11:23:48 time: 0.264 data_time: 0.024 memory: 5036 grad_norm: 6.6699 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.8638 loss: 2.8638 2022/06/26 01:50:33 - mmengine - INFO - Epoch(train) [51][3720/3757] lr: 8.214e-03 eta: 1 day, 11:23:43 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 5.6816 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.5924 loss: 2.5924 2022/06/26 01:50:38 - mmengine - INFO - Epoch(train) [51][3740/3757] lr: 8.214e-03 eta: 1 day, 11:23:37 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 4.8134 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.5643 loss: 2.5643 2022/06/26 01:50:42 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 01:50:42 - mmengine - INFO - Saving checkpoint at 51 epochs 2022/06/26 01:50:56 - mmengine - INFO - Epoch(val) [51][20/310] eta: 0:01:47 time: 0.109 data_time: 0.007 memory: 5036 2022/06/26 01:51:00 - mmengine - INFO - Epoch(val) [51][40/310] eta: 0:01:36 time: 0.109 data_time: 0.001 memory: 1723 2022/06/26 01:51:05 - mmengine - INFO - Epoch(val) [51][60/310] eta: 0:00:26 time: 0.111 data_time: 0.002 memory: 1723 2022/06/26 01:51:09 - mmengine - INFO - Epoch(val) [51][80/310] eta: 0:00:24 time: 0.108 data_time: 0.002 memory: 1723 2022/06/26 01:51:16 - mmengine - INFO - Epoch(val) [51][100/310] eta: 0:01:14 time: 0.217 data_time: 0.116 memory: 1723 2022/06/26 01:51:21 - mmengine - INFO - Epoch(val) [51][120/310] eta: 0:01:09 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 01:51:25 - mmengine - INFO - Epoch(val) [51][140/310] eta: 0:00:21 time: 0.109 data_time: 0.008 memory: 1723 2022/06/26 01:51:30 - mmengine - INFO - Epoch(val) [51][160/310] eta: 0:00:15 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 01:51:37 - mmengine - INFO - Epoch(val) [51][180/310] eta: 0:00:44 time: 0.143 data_time: 0.042 memory: 1723 2022/06/26 01:51:42 - mmengine - INFO - Epoch(val) [51][200/310] eta: 0:00:38 time: 0.103 data_time: 0.002 memory: 1723 2022/06/26 01:51:46 - mmengine - INFO - Epoch(val) [51][220/310] eta: 0:00:12 time: 0.103 data_time: 0.002 memory: 1723 2022/06/26 01:51:51 - mmengine - INFO - Epoch(val) [51][240/310] eta: 0:00:07 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 01:51:59 - mmengine - INFO - Epoch(val) [51][260/310] eta: 0:00:18 time: 0.114 data_time: 0.002 memory: 1723 2022/06/26 01:52:02 - mmengine - INFO - Epoch(val) [51][280/310] eta: 0:00:06 time: 0.109 data_time: 0.001 memory: 1723 2022/06/26 01:52:04 - mmengine - INFO - Epoch(val) [51][300/310] eta: 0:00:01 time: 0.097 data_time: 0.001 memory: 1723 2022/06/26 01:52:06 - mmengine - INFO - Epoch(val) [51][310/310] acc/top1: 0.4518 acc/top5: 0.7120 acc/mean1: 0.4517 2022/06/26 01:52:16 - mmengine - INFO - Epoch(train) [52][20/3757] lr: 8.147e-03 eta: 1 day, 11:23:34 time: 0.258 data_time: 0.015 memory: 5036 grad_norm: 6.1654 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8293 loss: 2.8293 2022/06/26 01:52:21 - mmengine - INFO - Epoch(train) [52][40/3757] lr: 8.147e-03 eta: 1 day, 11:23:28 time: 0.243 data_time: 0.002 memory: 5036 grad_norm: 6.4695 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6244 loss: 2.6244 2022/06/26 01:52:27 - mmengine - INFO - Epoch(train) [52][60/3757] lr: 8.147e-03 eta: 1 day, 11:23:23 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.1760 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.5492 loss: 2.5492 2022/06/26 01:52:32 - mmengine - INFO - Epoch(train) [52][80/3757] lr: 8.147e-03 eta: 1 day, 11:23:18 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 6.7018 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1578 loss: 2.1578 2022/06/26 01:52:37 - mmengine - INFO - Epoch(train) [52][100/3757] lr: 8.147e-03 eta: 1 day, 11:23:13 time: 0.267 data_time: 0.002 memory: 5036 grad_norm: 5.5588 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.6759 loss: 2.6759 2022/06/26 01:52:42 - mmengine - INFO - Epoch(train) [52][120/3757] lr: 8.147e-03 eta: 1 day, 11:23:07 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 5.9244 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.6309 loss: 2.6309 2022/06/26 01:52:48 - mmengine - INFO - Epoch(train) [52][140/3757] lr: 8.147e-03 eta: 1 day, 11:23:02 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 6.0985 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.8843 loss: 2.8843 2022/06/26 01:52:53 - mmengine - INFO - Epoch(train) [52][160/3757] lr: 8.147e-03 eta: 1 day, 11:22:56 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 6.5831 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4229 loss: 2.4229 2022/06/26 01:52:58 - mmengine - INFO - Epoch(train) [52][180/3757] lr: 8.147e-03 eta: 1 day, 11:22:52 time: 0.252 data_time: 0.012 memory: 5036 grad_norm: 5.1531 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5681 loss: 2.5681 2022/06/26 01:53:04 - mmengine - INFO - Epoch(train) [52][200/3757] lr: 8.147e-03 eta: 1 day, 11:22:48 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 6.8425 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9231 loss: 2.9231 2022/06/26 01:53:09 - mmengine - INFO - Epoch(train) [52][220/3757] lr: 8.147e-03 eta: 1 day, 11:22:42 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 5.7368 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9446 loss: 2.9446 2022/06/26 01:53:14 - mmengine - INFO - Epoch(train) [52][240/3757] lr: 8.147e-03 eta: 1 day, 11:22:37 time: 0.254 data_time: 0.005 memory: 5036 grad_norm: 6.4002 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8922 loss: 2.8922 2022/06/26 01:53:20 - mmengine - INFO - Epoch(train) [52][260/3757] lr: 8.147e-03 eta: 1 day, 11:22:32 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 6.4178 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.5344 loss: 2.5344 2022/06/26 01:53:25 - mmengine - INFO - Epoch(train) [52][280/3757] lr: 8.147e-03 eta: 1 day, 11:22:27 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 6.0859 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.7989 loss: 2.7989 2022/06/26 01:53:30 - mmengine - INFO - Epoch(train) [52][300/3757] lr: 8.147e-03 eta: 1 day, 11:22:21 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 7.2304 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 3.0232 loss: 3.0232 2022/06/26 01:53:36 - mmengine - INFO - Epoch(train) [52][320/3757] lr: 8.147e-03 eta: 1 day, 11:22:16 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 5.6902 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5607 loss: 2.5607 2022/06/26 01:53:41 - mmengine - INFO - Epoch(train) [52][340/3757] lr: 8.147e-03 eta: 1 day, 11:22:11 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 6.0929 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.6824 loss: 2.6824 2022/06/26 01:53:46 - mmengine - INFO - Epoch(train) [52][360/3757] lr: 8.147e-03 eta: 1 day, 11:22:06 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 5.5402 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6416 loss: 2.6416 2022/06/26 01:53:51 - mmengine - INFO - Epoch(train) [52][380/3757] lr: 8.147e-03 eta: 1 day, 11:22:00 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 6.6064 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8187 loss: 2.8187 2022/06/26 01:53:55 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 01:53:57 - mmengine - INFO - Epoch(train) [52][400/3757] lr: 8.147e-03 eta: 1 day, 11:21:55 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 5.1905 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.4057 loss: 2.4057 2022/06/26 01:54:02 - mmengine - INFO - Epoch(train) [52][420/3757] lr: 8.147e-03 eta: 1 day, 11:21:50 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 5.3074 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0938 loss: 3.0938 2022/06/26 01:54:07 - mmengine - INFO - Epoch(train) [52][440/3757] lr: 8.147e-03 eta: 1 day, 11:21:45 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 5.7931 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1961 loss: 3.1961 2022/06/26 01:54:13 - mmengine - INFO - Epoch(train) [52][460/3757] lr: 8.147e-03 eta: 1 day, 11:21:39 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 5.8870 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.8999 loss: 2.8999 2022/06/26 01:54:18 - mmengine - INFO - Epoch(train) [52][480/3757] lr: 8.147e-03 eta: 1 day, 11:21:34 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 7.1857 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8405 loss: 2.8405 2022/06/26 01:54:23 - mmengine - INFO - Epoch(train) [52][500/3757] lr: 8.147e-03 eta: 1 day, 11:21:29 time: 0.405 data_time: 0.003 memory: 5036 grad_norm: 5.6552 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7590 loss: 2.7590 2022/06/26 01:54:28 - mmengine - INFO - Epoch(train) [52][520/3757] lr: 8.147e-03 eta: 1 day, 11:21:24 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 5.8882 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.2020 loss: 3.2020 2022/06/26 01:54:34 - mmengine - INFO - Epoch(train) [52][540/3757] lr: 8.147e-03 eta: 1 day, 11:21:18 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 5.5436 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8307 loss: 2.8307 2022/06/26 01:54:39 - mmengine - INFO - Epoch(train) [52][560/3757] lr: 8.147e-03 eta: 1 day, 11:21:13 time: 0.255 data_time: 0.010 memory: 5036 grad_norm: 6.2894 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 2.8342 loss: 2.8342 2022/06/26 01:54:44 - mmengine - INFO - Epoch(train) [52][580/3757] lr: 8.147e-03 eta: 1 day, 11:21:08 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 5.5004 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8898 loss: 2.8898 2022/06/26 01:54:49 - mmengine - INFO - Epoch(train) [52][600/3757] lr: 8.147e-03 eta: 1 day, 11:21:02 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 5.4531 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.2211 loss: 3.2211 2022/06/26 01:54:55 - mmengine - INFO - Epoch(train) [52][620/3757] lr: 8.147e-03 eta: 1 day, 11:20:58 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 5.8724 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9982 loss: 2.9982 2022/06/26 01:55:00 - mmengine - INFO - Epoch(train) [52][640/3757] lr: 8.147e-03 eta: 1 day, 11:20:52 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 5.5725 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.4956 loss: 2.4956 2022/06/26 01:55:06 - mmengine - INFO - Epoch(train) [52][660/3757] lr: 8.147e-03 eta: 1 day, 11:20:48 time: 0.245 data_time: 0.003 memory: 5036 grad_norm: 5.9417 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.6005 loss: 2.6005 2022/06/26 01:55:11 - mmengine - INFO - Epoch(train) [52][680/3757] lr: 8.147e-03 eta: 1 day, 11:20:42 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 6.7070 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1971 loss: 3.1971 2022/06/26 01:55:16 - mmengine - INFO - Epoch(train) [52][700/3757] lr: 8.147e-03 eta: 1 day, 11:20:37 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 4.8727 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6799 loss: 2.6799 2022/06/26 01:55:21 - mmengine - INFO - Epoch(train) [52][720/3757] lr: 8.147e-03 eta: 1 day, 11:20:32 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 5.8253 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.0728 loss: 3.0728 2022/06/26 01:55:27 - mmengine - INFO - Epoch(train) [52][740/3757] lr: 8.147e-03 eta: 1 day, 11:20:27 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 5.9121 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7357 loss: 2.7357 2022/06/26 01:55:32 - mmengine - INFO - Epoch(train) [52][760/3757] lr: 8.147e-03 eta: 1 day, 11:20:21 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 5.6595 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7567 loss: 2.7567 2022/06/26 01:55:37 - mmengine - INFO - Epoch(train) [52][780/3757] lr: 8.147e-03 eta: 1 day, 11:20:16 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 6.3530 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8082 loss: 2.8082 2022/06/26 01:55:42 - mmengine - INFO - Epoch(train) [52][800/3757] lr: 8.147e-03 eta: 1 day, 11:20:10 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 5.4734 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.4084 loss: 3.4084 2022/06/26 01:55:48 - mmengine - INFO - Epoch(train) [52][820/3757] lr: 8.147e-03 eta: 1 day, 11:20:05 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 6.0736 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6560 loss: 2.6560 2022/06/26 01:55:53 - mmengine - INFO - Epoch(train) [52][840/3757] lr: 8.147e-03 eta: 1 day, 11:19:59 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 5.7593 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8520 loss: 2.8520 2022/06/26 01:55:58 - mmengine - INFO - Epoch(train) [52][860/3757] lr: 8.147e-03 eta: 1 day, 11:19:54 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 5.2909 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.1460 loss: 3.1460 2022/06/26 01:56:03 - mmengine - INFO - Epoch(train) [52][880/3757] lr: 8.147e-03 eta: 1 day, 11:19:48 time: 0.270 data_time: 0.005 memory: 5036 grad_norm: 5.4984 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 2.7416 loss: 2.7416 2022/06/26 01:56:08 - mmengine - INFO - Epoch(train) [52][900/3757] lr: 8.147e-03 eta: 1 day, 11:19:43 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 5.2511 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9132 loss: 2.9132 2022/06/26 01:56:14 - mmengine - INFO - Epoch(train) [52][920/3757] lr: 8.147e-03 eta: 1 day, 11:19:38 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 5.7521 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.3364 loss: 3.3364 2022/06/26 01:56:19 - mmengine - INFO - Epoch(train) [52][940/3757] lr: 8.147e-03 eta: 1 day, 11:19:33 time: 0.275 data_time: 0.008 memory: 5036 grad_norm: 5.9229 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.4704 loss: 2.4704 2022/06/26 01:56:24 - mmengine - INFO - Epoch(train) [52][960/3757] lr: 8.147e-03 eta: 1 day, 11:19:27 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 6.5886 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.6098 loss: 2.6098 2022/06/26 01:56:29 - mmengine - INFO - Epoch(train) [52][980/3757] lr: 8.147e-03 eta: 1 day, 11:19:22 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 5.6853 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.2041 loss: 2.2041 2022/06/26 01:56:34 - mmengine - INFO - Epoch(train) [52][1000/3757] lr: 8.147e-03 eta: 1 day, 11:19:16 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 5.9563 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9200 loss: 2.9200 2022/06/26 01:56:40 - mmengine - INFO - Epoch(train) [52][1020/3757] lr: 8.147e-03 eta: 1 day, 11:19:11 time: 0.254 data_time: 0.012 memory: 5036 grad_norm: 4.9450 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6044 loss: 2.6044 2022/06/26 01:56:45 - mmengine - INFO - Epoch(train) [52][1040/3757] lr: 8.147e-03 eta: 1 day, 11:19:05 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 5.1267 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5326 loss: 2.5326 2022/06/26 01:56:50 - mmengine - INFO - Epoch(train) [52][1060/3757] lr: 8.147e-03 eta: 1 day, 11:19:00 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 5.2831 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9781 loss: 2.9781 2022/06/26 01:56:55 - mmengine - INFO - Epoch(train) [52][1080/3757] lr: 8.147e-03 eta: 1 day, 11:18:54 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 6.1056 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6378 loss: 2.6378 2022/06/26 01:57:00 - mmengine - INFO - Epoch(train) [52][1100/3757] lr: 8.147e-03 eta: 1 day, 11:18:49 time: 0.264 data_time: 0.005 memory: 5036 grad_norm: 5.1502 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.3231 loss: 2.3231 2022/06/26 01:57:06 - mmengine - INFO - Epoch(train) [52][1120/3757] lr: 8.147e-03 eta: 1 day, 11:18:44 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 6.5625 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8445 loss: 2.8445 2022/06/26 01:57:11 - mmengine - INFO - Epoch(train) [52][1140/3757] lr: 8.147e-03 eta: 1 day, 11:18:39 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 6.1256 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1258 loss: 3.1258 2022/06/26 01:57:16 - mmengine - INFO - Epoch(train) [52][1160/3757] lr: 8.147e-03 eta: 1 day, 11:18:34 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 6.0751 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4873 loss: 2.4873 2022/06/26 01:57:21 - mmengine - INFO - Epoch(train) [52][1180/3757] lr: 8.147e-03 eta: 1 day, 11:18:28 time: 0.267 data_time: 0.012 memory: 5036 grad_norm: 5.8944 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.7229 loss: 2.7229 2022/06/26 01:57:27 - mmengine - INFO - Epoch(train) [52][1200/3757] lr: 8.147e-03 eta: 1 day, 11:18:23 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 5.8564 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6959 loss: 2.6959 2022/06/26 01:57:32 - mmengine - INFO - Epoch(train) [52][1220/3757] lr: 8.147e-03 eta: 1 day, 11:18:17 time: 0.268 data_time: 0.002 memory: 5036 grad_norm: 6.5953 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.5413 loss: 2.5413 2022/06/26 01:57:37 - mmengine - INFO - Epoch(train) [52][1240/3757] lr: 8.147e-03 eta: 1 day, 11:18:12 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 5.8531 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7253 loss: 2.7253 2022/06/26 01:57:42 - mmengine - INFO - Epoch(train) [52][1260/3757] lr: 8.147e-03 eta: 1 day, 11:18:06 time: 0.269 data_time: 0.015 memory: 5036 grad_norm: 5.8138 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4219 loss: 2.4219 2022/06/26 01:57:48 - mmengine - INFO - Epoch(train) [52][1280/3757] lr: 8.147e-03 eta: 1 day, 11:18:01 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 5.8383 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.6531 loss: 2.6531 2022/06/26 01:57:53 - mmengine - INFO - Epoch(train) [52][1300/3757] lr: 8.147e-03 eta: 1 day, 11:17:56 time: 0.278 data_time: 0.003 memory: 5036 grad_norm: 5.2707 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.1449 loss: 3.1449 2022/06/26 01:57:58 - mmengine - INFO - Epoch(train) [52][1320/3757] lr: 8.147e-03 eta: 1 day, 11:17:51 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 6.6062 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4329 loss: 2.4329 2022/06/26 01:58:03 - mmengine - INFO - Epoch(train) [52][1340/3757] lr: 8.147e-03 eta: 1 day, 11:17:45 time: 0.262 data_time: 0.014 memory: 5036 grad_norm: 6.3396 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6427 loss: 2.6427 2022/06/26 01:58:08 - mmengine - INFO - Epoch(train) [52][1360/3757] lr: 8.147e-03 eta: 1 day, 11:17:40 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 5.3206 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.6913 loss: 2.6913 2022/06/26 01:58:14 - mmengine - INFO - Epoch(train) [52][1380/3757] lr: 8.147e-03 eta: 1 day, 11:17:34 time: 0.281 data_time: 0.003 memory: 5036 grad_norm: 5.8880 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9020 loss: 2.9020 2022/06/26 01:58:17 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 01:58:19 - mmengine - INFO - Epoch(train) [52][1400/3757] lr: 8.147e-03 eta: 1 day, 11:17:29 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 6.0510 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5130 loss: 2.5130 2022/06/26 01:58:24 - mmengine - INFO - Epoch(train) [52][1420/3757] lr: 8.147e-03 eta: 1 day, 11:17:24 time: 0.259 data_time: 0.016 memory: 5036 grad_norm: 5.5102 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.7965 loss: 2.7965 2022/06/26 01:58:29 - mmengine - INFO - Epoch(train) [52][1440/3757] lr: 8.147e-03 eta: 1 day, 11:17:18 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 6.2751 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6503 loss: 2.6503 2022/06/26 01:58:35 - mmengine - INFO - Epoch(train) [52][1460/3757] lr: 8.147e-03 eta: 1 day, 11:17:14 time: 0.281 data_time: 0.002 memory: 5036 grad_norm: 9.2294 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3511 loss: 3.3511 2022/06/26 01:58:40 - mmengine - INFO - Epoch(train) [52][1480/3757] lr: 8.147e-03 eta: 1 day, 11:17:08 time: 0.274 data_time: 0.003 memory: 5036 grad_norm: 6.9257 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.7845 loss: 2.7845 2022/06/26 01:58:45 - mmengine - INFO - Epoch(train) [52][1500/3757] lr: 8.147e-03 eta: 1 day, 11:17:03 time: 0.251 data_time: 0.014 memory: 5036 grad_norm: 6.0551 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8510 loss: 2.8510 2022/06/26 01:58:50 - mmengine - INFO - Epoch(train) [52][1520/3757] lr: 8.147e-03 eta: 1 day, 11:16:57 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 6.1259 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9728 loss: 2.9728 2022/06/26 01:58:56 - mmengine - INFO - Epoch(train) [52][1540/3757] lr: 8.147e-03 eta: 1 day, 11:16:52 time: 0.271 data_time: 0.003 memory: 5036 grad_norm: 5.9777 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.6662 loss: 2.6662 2022/06/26 01:59:01 - mmengine - INFO - Epoch(train) [52][1560/3757] lr: 8.147e-03 eta: 1 day, 11:16:46 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 6.3245 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.7418 loss: 2.7418 2022/06/26 01:59:06 - mmengine - INFO - Epoch(train) [52][1580/3757] lr: 8.147e-03 eta: 1 day, 11:16:41 time: 0.252 data_time: 0.008 memory: 5036 grad_norm: 5.8290 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0929 loss: 3.0929 2022/06/26 01:59:11 - mmengine - INFO - Epoch(train) [52][1600/3757] lr: 8.147e-03 eta: 1 day, 11:16:35 time: 0.252 data_time: 0.008 memory: 5036 grad_norm: 5.5167 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6832 loss: 2.6832 2022/06/26 01:59:17 - mmengine - INFO - Epoch(train) [52][1620/3757] lr: 8.147e-03 eta: 1 day, 11:16:31 time: 0.256 data_time: 0.002 memory: 5036 grad_norm: 6.1545 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.0510 loss: 3.0510 2022/06/26 01:59:22 - mmengine - INFO - Epoch(train) [52][1640/3757] lr: 8.147e-03 eta: 1 day, 11:16:26 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 5.3470 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5436 loss: 2.5436 2022/06/26 01:59:27 - mmengine - INFO - Epoch(train) [52][1660/3757] lr: 8.147e-03 eta: 1 day, 11:16:20 time: 0.250 data_time: 0.009 memory: 5036 grad_norm: 5.8779 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0806 loss: 3.0806 2022/06/26 01:59:32 - mmengine - INFO - Epoch(train) [52][1680/3757] lr: 8.147e-03 eta: 1 day, 11:16:14 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 6.3670 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2651 loss: 3.2651 2022/06/26 01:59:38 - mmengine - INFO - Epoch(train) [52][1700/3757] lr: 8.147e-03 eta: 1 day, 11:16:09 time: 0.267 data_time: 0.003 memory: 5036 grad_norm: 6.6622 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7866 loss: 2.7866 2022/06/26 01:59:43 - mmengine - INFO - Epoch(train) [52][1720/3757] lr: 8.147e-03 eta: 1 day, 11:16:03 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 6.0272 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9541 loss: 2.9541 2022/06/26 01:59:48 - mmengine - INFO - Epoch(train) [52][1740/3757] lr: 8.147e-03 eta: 1 day, 11:15:58 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 4.7605 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.0130 loss: 3.0130 2022/06/26 01:59:53 - mmengine - INFO - Epoch(train) [52][1760/3757] lr: 8.147e-03 eta: 1 day, 11:15:52 time: 0.249 data_time: 0.005 memory: 5036 grad_norm: 6.2278 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0791 loss: 3.0791 2022/06/26 01:59:59 - mmengine - INFO - Epoch(train) [52][1780/3757] lr: 8.147e-03 eta: 1 day, 11:15:48 time: 0.269 data_time: 0.002 memory: 5036 grad_norm: 5.2880 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5822 loss: 2.5822 2022/06/26 02:00:04 - mmengine - INFO - Epoch(train) [52][1800/3757] lr: 8.147e-03 eta: 1 day, 11:15:42 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 5.9124 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8290 loss: 2.8290 2022/06/26 02:00:09 - mmengine - INFO - Epoch(train) [52][1820/3757] lr: 8.147e-03 eta: 1 day, 11:15:37 time: 0.257 data_time: 0.013 memory: 5036 grad_norm: 5.2404 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6957 loss: 2.6957 2022/06/26 02:00:21 - mmengine - INFO - Epoch(train) [52][1840/3757] lr: 8.147e-03 eta: 1 day, 11:15:48 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 5.6268 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7077 loss: 2.7077 2022/06/26 02:00:26 - mmengine - INFO - Epoch(train) [52][1860/3757] lr: 8.147e-03 eta: 1 day, 11:15:42 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 6.2119 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5839 loss: 2.5839 2022/06/26 02:00:31 - mmengine - INFO - Epoch(train) [52][1880/3757] lr: 8.147e-03 eta: 1 day, 11:15:36 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 5.9329 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6422 loss: 2.6422 2022/06/26 02:00:36 - mmengine - INFO - Epoch(train) [52][1900/3757] lr: 8.147e-03 eta: 1 day, 11:15:31 time: 0.254 data_time: 0.005 memory: 5036 grad_norm: 6.6349 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8747 loss: 2.8747 2022/06/26 02:00:41 - mmengine - INFO - Epoch(train) [52][1920/3757] lr: 8.147e-03 eta: 1 day, 11:15:26 time: 0.250 data_time: 0.005 memory: 5036 grad_norm: 5.8086 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.8299 loss: 2.8299 2022/06/26 02:00:46 - mmengine - INFO - Epoch(train) [52][1940/3757] lr: 8.147e-03 eta: 1 day, 11:15:20 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 6.2070 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6528 loss: 2.6528 2022/06/26 02:00:51 - mmengine - INFO - Epoch(train) [52][1960/3757] lr: 8.147e-03 eta: 1 day, 11:15:14 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 6.5000 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.1136 loss: 3.1136 2022/06/26 02:00:57 - mmengine - INFO - Epoch(train) [52][1980/3757] lr: 8.147e-03 eta: 1 day, 11:15:09 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 5.5188 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.8413 loss: 2.8413 2022/06/26 02:01:02 - mmengine - INFO - Epoch(train) [52][2000/3757] lr: 8.147e-03 eta: 1 day, 11:15:03 time: 0.255 data_time: 0.005 memory: 5036 grad_norm: 5.8210 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.5757 loss: 2.5757 2022/06/26 02:01:07 - mmengine - INFO - Epoch(train) [52][2020/3757] lr: 8.147e-03 eta: 1 day, 11:14:57 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 5.2137 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6520 loss: 2.6520 2022/06/26 02:01:12 - mmengine - INFO - Epoch(train) [52][2040/3757] lr: 8.147e-03 eta: 1 day, 11:14:52 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 5.9542 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.6201 loss: 2.6201 2022/06/26 02:01:17 - mmengine - INFO - Epoch(train) [52][2060/3757] lr: 8.147e-03 eta: 1 day, 11:14:46 time: 0.254 data_time: 0.011 memory: 5036 grad_norm: 5.6377 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4866 loss: 2.4866 2022/06/26 02:01:22 - mmengine - INFO - Epoch(train) [52][2080/3757] lr: 8.147e-03 eta: 1 day, 11:14:40 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 6.0056 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7371 loss: 2.7371 2022/06/26 02:01:28 - mmengine - INFO - Epoch(train) [52][2100/3757] lr: 8.147e-03 eta: 1 day, 11:14:35 time: 0.266 data_time: 0.007 memory: 5036 grad_norm: 6.0714 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8876 loss: 2.8876 2022/06/26 02:01:33 - mmengine - INFO - Epoch(train) [52][2120/3757] lr: 8.147e-03 eta: 1 day, 11:14:30 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 6.4498 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7830 loss: 2.7830 2022/06/26 02:01:38 - mmengine - INFO - Epoch(train) [52][2140/3757] lr: 8.147e-03 eta: 1 day, 11:14:24 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 5.7517 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.9940 loss: 2.9940 2022/06/26 02:01:43 - mmengine - INFO - Epoch(train) [52][2160/3757] lr: 8.147e-03 eta: 1 day, 11:14:18 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 5.1069 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.8709 loss: 2.8709 2022/06/26 02:01:48 - mmengine - INFO - Epoch(train) [52][2180/3757] lr: 8.147e-03 eta: 1 day, 11:14:13 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 6.7587 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.0869 loss: 3.0869 2022/06/26 02:01:53 - mmengine - INFO - Epoch(train) [52][2200/3757] lr: 8.147e-03 eta: 1 day, 11:14:07 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 5.4447 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1013 loss: 3.1013 2022/06/26 02:01:59 - mmengine - INFO - Epoch(train) [52][2220/3757] lr: 8.147e-03 eta: 1 day, 11:14:02 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 5.0472 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.0218 loss: 3.0218 2022/06/26 02:02:04 - mmengine - INFO - Epoch(train) [52][2240/3757] lr: 8.147e-03 eta: 1 day, 11:13:57 time: 0.394 data_time: 0.003 memory: 5036 grad_norm: 5.6621 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6166 loss: 2.6166 2022/06/26 02:02:09 - mmengine - INFO - Epoch(train) [52][2260/3757] lr: 8.147e-03 eta: 1 day, 11:13:52 time: 0.257 data_time: 0.012 memory: 5036 grad_norm: 6.3130 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9808 loss: 2.9808 2022/06/26 02:02:14 - mmengine - INFO - Epoch(train) [52][2280/3757] lr: 8.147e-03 eta: 1 day, 11:13:47 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 6.3914 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4995 loss: 2.4995 2022/06/26 02:02:20 - mmengine - INFO - Epoch(train) [52][2300/3757] lr: 8.147e-03 eta: 1 day, 11:13:41 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 5.9947 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.2881 loss: 3.2881 2022/06/26 02:02:25 - mmengine - INFO - Epoch(train) [52][2320/3757] lr: 8.147e-03 eta: 1 day, 11:13:36 time: 0.266 data_time: 0.003 memory: 5036 grad_norm: 6.1006 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7235 loss: 2.7235 2022/06/26 02:02:30 - mmengine - INFO - Epoch(train) [52][2340/3757] lr: 8.147e-03 eta: 1 day, 11:13:31 time: 0.259 data_time: 0.013 memory: 5036 grad_norm: 6.4947 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.7231 loss: 2.7231 2022/06/26 02:02:35 - mmengine - INFO - Epoch(train) [52][2360/3757] lr: 8.147e-03 eta: 1 day, 11:13:25 time: 0.246 data_time: 0.006 memory: 5036 grad_norm: 6.6817 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7408 loss: 2.7408 2022/06/26 02:02:41 - mmengine - INFO - Epoch(train) [52][2380/3757] lr: 8.147e-03 eta: 1 day, 11:13:20 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 5.6394 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7114 loss: 2.7114 2022/06/26 02:02:44 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 02:02:46 - mmengine - INFO - Epoch(train) [52][2400/3757] lr: 8.147e-03 eta: 1 day, 11:13:15 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 5.7629 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4057 loss: 2.4057 2022/06/26 02:02:51 - mmengine - INFO - Epoch(train) [52][2420/3757] lr: 8.147e-03 eta: 1 day, 11:13:09 time: 0.271 data_time: 0.012 memory: 5036 grad_norm: 5.4130 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.3108 loss: 3.3108 2022/06/26 02:02:56 - mmengine - INFO - Epoch(train) [52][2440/3757] lr: 8.147e-03 eta: 1 day, 11:13:04 time: 0.254 data_time: 0.013 memory: 5036 grad_norm: 5.3287 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.7994 loss: 2.7994 2022/06/26 02:03:02 - mmengine - INFO - Epoch(train) [52][2460/3757] lr: 8.147e-03 eta: 1 day, 11:12:59 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.0396 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.7942 loss: 2.7942 2022/06/26 02:03:07 - mmengine - INFO - Epoch(train) [52][2480/3757] lr: 8.147e-03 eta: 1 day, 11:12:53 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 5.5559 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9158 loss: 2.9158 2022/06/26 02:03:12 - mmengine - INFO - Epoch(train) [52][2500/3757] lr: 8.147e-03 eta: 1 day, 11:12:48 time: 0.254 data_time: 0.011 memory: 5036 grad_norm: 5.7115 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5376 loss: 2.5376 2022/06/26 02:03:17 - mmengine - INFO - Epoch(train) [52][2520/3757] lr: 8.147e-03 eta: 1 day, 11:12:42 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 5.3003 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6463 loss: 2.6463 2022/06/26 02:03:22 - mmengine - INFO - Epoch(train) [52][2540/3757] lr: 8.147e-03 eta: 1 day, 11:12:37 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 4.8931 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.5326 loss: 2.5326 2022/06/26 02:03:28 - mmengine - INFO - Epoch(train) [52][2560/3757] lr: 8.147e-03 eta: 1 day, 11:12:32 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 5.7337 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9845 loss: 2.9845 2022/06/26 02:03:33 - mmengine - INFO - Epoch(train) [52][2580/3757] lr: 8.147e-03 eta: 1 day, 11:12:26 time: 0.262 data_time: 0.009 memory: 5036 grad_norm: 6.5641 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6623 loss: 2.6623 2022/06/26 02:03:38 - mmengine - INFO - Epoch(train) [52][2600/3757] lr: 8.147e-03 eta: 1 day, 11:12:21 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 6.3651 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.9802 loss: 2.9802 2022/06/26 02:03:43 - mmengine - INFO - Epoch(train) [52][2620/3757] lr: 8.147e-03 eta: 1 day, 11:12:15 time: 0.241 data_time: 0.003 memory: 5036 grad_norm: 5.0657 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.6538 loss: 2.6538 2022/06/26 02:03:48 - mmengine - INFO - Epoch(train) [52][2640/3757] lr: 8.147e-03 eta: 1 day, 11:12:10 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 5.9489 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.8589 loss: 2.8589 2022/06/26 02:03:54 - mmengine - INFO - Epoch(train) [52][2660/3757] lr: 8.147e-03 eta: 1 day, 11:12:05 time: 0.306 data_time: 0.003 memory: 5036 grad_norm: 6.3715 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2821 loss: 2.2821 2022/06/26 02:03:59 - mmengine - INFO - Epoch(train) [52][2680/3757] lr: 8.147e-03 eta: 1 day, 11:11:59 time: 0.265 data_time: 0.004 memory: 5036 grad_norm: 5.1305 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.7156 loss: 2.7156 2022/06/26 02:04:04 - mmengine - INFO - Epoch(train) [52][2700/3757] lr: 8.147e-03 eta: 1 day, 11:11:54 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 5.6307 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.5440 loss: 2.5440 2022/06/26 02:04:09 - mmengine - INFO - Epoch(train) [52][2720/3757] lr: 8.147e-03 eta: 1 day, 11:11:48 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 5.3696 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0883 loss: 3.0883 2022/06/26 02:04:15 - mmengine - INFO - Epoch(train) [52][2740/3757] lr: 8.147e-03 eta: 1 day, 11:11:43 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 6.0159 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.7103 loss: 2.7103 2022/06/26 02:04:20 - mmengine - INFO - Epoch(train) [52][2760/3757] lr: 8.147e-03 eta: 1 day, 11:11:38 time: 0.245 data_time: 0.003 memory: 5036 grad_norm: 6.1205 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.8298 loss: 2.8298 2022/06/26 02:04:25 - mmengine - INFO - Epoch(train) [52][2780/3757] lr: 8.147e-03 eta: 1 day, 11:11:32 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 5.5638 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0215 loss: 3.0215 2022/06/26 02:04:30 - mmengine - INFO - Epoch(train) [52][2800/3757] lr: 8.147e-03 eta: 1 day, 11:11:27 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 4.9567 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6840 loss: 2.6840 2022/06/26 02:04:36 - mmengine - INFO - Epoch(train) [52][2820/3757] lr: 8.147e-03 eta: 1 day, 11:11:22 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 5.5583 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.6326 loss: 2.6326 2022/06/26 02:04:41 - mmengine - INFO - Epoch(train) [52][2840/3757] lr: 8.147e-03 eta: 1 day, 11:11:16 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 6.6489 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.1079 loss: 3.1079 2022/06/26 02:04:46 - mmengine - INFO - Epoch(train) [52][2860/3757] lr: 8.147e-03 eta: 1 day, 11:11:11 time: 0.242 data_time: 0.004 memory: 5036 grad_norm: 5.1877 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4011 loss: 2.4011 2022/06/26 02:04:51 - mmengine - INFO - Epoch(train) [52][2880/3757] lr: 8.147e-03 eta: 1 day, 11:11:06 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 5.6904 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.5296 loss: 2.5296 2022/06/26 02:04:57 - mmengine - INFO - Epoch(train) [52][2900/3757] lr: 8.147e-03 eta: 1 day, 11:11:01 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 6.2597 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6633 loss: 2.6633 2022/06/26 02:05:02 - mmengine - INFO - Epoch(train) [52][2920/3757] lr: 8.147e-03 eta: 1 day, 11:10:56 time: 0.254 data_time: 0.015 memory: 5036 grad_norm: 6.0131 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1888 loss: 3.1888 2022/06/26 02:05:07 - mmengine - INFO - Epoch(train) [52][2940/3757] lr: 8.147e-03 eta: 1 day, 11:10:51 time: 0.248 data_time: 0.004 memory: 5036 grad_norm: 6.1521 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5180 loss: 2.5180 2022/06/26 02:05:13 - mmengine - INFO - Epoch(train) [52][2960/3757] lr: 8.147e-03 eta: 1 day, 11:10:45 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 5.9872 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8423 loss: 2.8423 2022/06/26 02:05:18 - mmengine - INFO - Epoch(train) [52][2980/3757] lr: 8.147e-03 eta: 1 day, 11:10:41 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 5.0164 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.4236 loss: 3.4236 2022/06/26 02:05:23 - mmengine - INFO - Epoch(train) [52][3000/3757] lr: 8.147e-03 eta: 1 day, 11:10:35 time: 0.252 data_time: 0.008 memory: 5036 grad_norm: 5.3820 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0956 loss: 3.0956 2022/06/26 02:05:29 - mmengine - INFO - Epoch(train) [52][3020/3757] lr: 8.147e-03 eta: 1 day, 11:10:30 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 5.5893 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7184 loss: 2.7184 2022/06/26 02:05:34 - mmengine - INFO - Epoch(train) [52][3040/3757] lr: 8.147e-03 eta: 1 day, 11:10:24 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 6.3466 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5218 loss: 2.5218 2022/06/26 02:05:39 - mmengine - INFO - Epoch(train) [52][3060/3757] lr: 8.147e-03 eta: 1 day, 11:10:19 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 6.5047 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5970 loss: 2.5970 2022/06/26 02:05:44 - mmengine - INFO - Epoch(train) [52][3080/3757] lr: 8.147e-03 eta: 1 day, 11:10:14 time: 0.510 data_time: 0.008 memory: 5036 grad_norm: 5.8288 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8065 loss: 2.8065 2022/06/26 02:05:50 - mmengine - INFO - Epoch(train) [52][3100/3757] lr: 8.147e-03 eta: 1 day, 11:10:09 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 6.0369 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7569 loss: 2.7569 2022/06/26 02:05:55 - mmengine - INFO - Epoch(train) [52][3120/3757] lr: 8.147e-03 eta: 1 day, 11:10:03 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 6.5607 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.0065 loss: 3.0065 2022/06/26 02:06:00 - mmengine - INFO - Epoch(train) [52][3140/3757] lr: 8.147e-03 eta: 1 day, 11:09:58 time: 0.272 data_time: 0.009 memory: 5036 grad_norm: 5.3679 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5662 loss: 2.5662 2022/06/26 02:06:05 - mmengine - INFO - Epoch(train) [52][3160/3757] lr: 8.147e-03 eta: 1 day, 11:09:53 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 5.8524 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8693 loss: 2.8693 2022/06/26 02:06:11 - mmengine - INFO - Epoch(train) [52][3180/3757] lr: 8.147e-03 eta: 1 day, 11:09:48 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 5.1780 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.9392 loss: 2.9392 2022/06/26 02:06:16 - mmengine - INFO - Epoch(train) [52][3200/3757] lr: 8.147e-03 eta: 1 day, 11:09:43 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 6.0482 top1_acc: 0.0000 top5_acc: 0.6250 loss_cls: 2.7022 loss: 2.7022 2022/06/26 02:06:21 - mmengine - INFO - Epoch(train) [52][3220/3757] lr: 8.147e-03 eta: 1 day, 11:09:37 time: 0.254 data_time: 0.012 memory: 5036 grad_norm: 5.4635 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8165 loss: 2.8165 2022/06/26 02:06:26 - mmengine - INFO - Epoch(train) [52][3240/3757] lr: 8.147e-03 eta: 1 day, 11:09:32 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 6.7783 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9567 loss: 2.9567 2022/06/26 02:06:32 - mmengine - INFO - Epoch(train) [52][3260/3757] lr: 8.147e-03 eta: 1 day, 11:09:26 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 5.9327 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.1413 loss: 3.1413 2022/06/26 02:06:37 - mmengine - INFO - Epoch(train) [52][3280/3757] lr: 8.147e-03 eta: 1 day, 11:09:21 time: 0.271 data_time: 0.009 memory: 5036 grad_norm: 5.4872 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4758 loss: 2.4758 2022/06/26 02:06:42 - mmengine - INFO - Epoch(train) [52][3300/3757] lr: 8.147e-03 eta: 1 day, 11:09:15 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 5.2974 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4489 loss: 2.4489 2022/06/26 02:06:47 - mmengine - INFO - Epoch(train) [52][3320/3757] lr: 8.147e-03 eta: 1 day, 11:09:10 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 5.9852 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7212 loss: 2.7212 2022/06/26 02:06:53 - mmengine - INFO - Epoch(train) [52][3340/3757] lr: 8.147e-03 eta: 1 day, 11:09:05 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 5.8614 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.9265 loss: 2.9265 2022/06/26 02:06:58 - mmengine - INFO - Epoch(train) [52][3360/3757] lr: 8.147e-03 eta: 1 day, 11:09:00 time: 0.272 data_time: 0.003 memory: 5036 grad_norm: 5.8544 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.7616 loss: 2.7616 2022/06/26 02:07:03 - mmengine - INFO - Epoch(train) [52][3380/3757] lr: 8.147e-03 eta: 1 day, 11:08:54 time: 0.258 data_time: 0.010 memory: 5036 grad_norm: 5.6538 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7158 loss: 2.7158 2022/06/26 02:07:07 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 02:07:08 - mmengine - INFO - Epoch(train) [52][3400/3757] lr: 8.147e-03 eta: 1 day, 11:08:49 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 6.1004 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0307 loss: 3.0307 2022/06/26 02:07:14 - mmengine - INFO - Epoch(train) [52][3420/3757] lr: 8.147e-03 eta: 1 day, 11:08:44 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 5.0585 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9097 loss: 2.9097 2022/06/26 02:07:19 - mmengine - INFO - Epoch(train) [52][3440/3757] lr: 8.147e-03 eta: 1 day, 11:08:39 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 6.2103 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.5475 loss: 2.5475 2022/06/26 02:07:24 - mmengine - INFO - Epoch(train) [52][3460/3757] lr: 8.147e-03 eta: 1 day, 11:08:33 time: 0.333 data_time: 0.006 memory: 5036 grad_norm: 6.1505 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9471 loss: 2.9471 2022/06/26 02:07:29 - mmengine - INFO - Epoch(train) [52][3480/3757] lr: 8.147e-03 eta: 1 day, 11:08:28 time: 0.246 data_time: 0.006 memory: 5036 grad_norm: 6.0555 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.6307 loss: 2.6307 2022/06/26 02:07:35 - mmengine - INFO - Epoch(train) [52][3500/3757] lr: 8.147e-03 eta: 1 day, 11:08:23 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 5.3356 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.0249 loss: 3.0249 2022/06/26 02:07:40 - mmengine - INFO - Epoch(train) [52][3520/3757] lr: 8.147e-03 eta: 1 day, 11:08:17 time: 0.251 data_time: 0.007 memory: 5036 grad_norm: 6.7967 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1932 loss: 3.1932 2022/06/26 02:07:45 - mmengine - INFO - Epoch(train) [52][3540/3757] lr: 8.147e-03 eta: 1 day, 11:08:12 time: 0.273 data_time: 0.012 memory: 5036 grad_norm: 6.2025 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2209 loss: 3.2209 2022/06/26 02:07:50 - mmengine - INFO - Epoch(train) [52][3560/3757] lr: 8.147e-03 eta: 1 day, 11:08:06 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 5.0373 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5773 loss: 2.5773 2022/06/26 02:07:55 - mmengine - INFO - Epoch(train) [52][3580/3757] lr: 8.147e-03 eta: 1 day, 11:08:01 time: 0.246 data_time: 0.004 memory: 5036 grad_norm: 5.5030 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8655 loss: 2.8655 2022/06/26 02:08:01 - mmengine - INFO - Epoch(train) [52][3600/3757] lr: 8.147e-03 eta: 1 day, 11:07:55 time: 0.247 data_time: 0.008 memory: 5036 grad_norm: 5.9441 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.0990 loss: 3.0990 2022/06/26 02:08:06 - mmengine - INFO - Epoch(train) [52][3620/3757] lr: 8.147e-03 eta: 1 day, 11:07:51 time: 0.282 data_time: 0.006 memory: 5036 grad_norm: 5.7062 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.6936 loss: 2.6936 2022/06/26 02:08:11 - mmengine - INFO - Epoch(train) [52][3640/3757] lr: 8.147e-03 eta: 1 day, 11:07:45 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 4.9265 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.3348 loss: 3.3348 2022/06/26 02:08:17 - mmengine - INFO - Epoch(train) [52][3660/3757] lr: 8.147e-03 eta: 1 day, 11:07:40 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 5.6265 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3704 loss: 2.3704 2022/06/26 02:08:22 - mmengine - INFO - Epoch(train) [52][3680/3757] lr: 8.147e-03 eta: 1 day, 11:07:35 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 5.8293 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.8883 loss: 2.8883 2022/06/26 02:08:27 - mmengine - INFO - Epoch(train) [52][3700/3757] lr: 8.147e-03 eta: 1 day, 11:07:30 time: 0.271 data_time: 0.002 memory: 5036 grad_norm: 6.0916 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.4533 loss: 2.4533 2022/06/26 02:08:32 - mmengine - INFO - Epoch(train) [52][3720/3757] lr: 8.147e-03 eta: 1 day, 11:07:24 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 5.5811 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.7486 loss: 2.7486 2022/06/26 02:08:38 - mmengine - INFO - Epoch(train) [52][3740/3757] lr: 8.147e-03 eta: 1 day, 11:07:19 time: 0.243 data_time: 0.005 memory: 5036 grad_norm: 6.7633 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.7604 loss: 2.7604 2022/06/26 02:08:42 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 02:08:42 - mmengine - INFO - Saving checkpoint at 52 epochs 2022/06/26 02:08:55 - mmengine - INFO - Epoch(val) [52][20/310] eta: 0:01:47 time: 0.103 data_time: 0.001 memory: 5036 2022/06/26 02:09:00 - mmengine - INFO - Epoch(val) [52][40/310] eta: 0:01:38 time: 0.107 data_time: 0.005 memory: 1723 2022/06/26 02:09:05 - mmengine - INFO - Epoch(val) [52][60/310] eta: 0:00:26 time: 0.103 data_time: 0.002 memory: 1723 2022/06/26 02:09:09 - mmengine - INFO - Epoch(val) [52][80/310] eta: 0:00:24 time: 0.112 data_time: 0.005 memory: 1723 2022/06/26 02:09:16 - mmengine - INFO - Epoch(val) [52][100/310] eta: 0:01:16 time: 0.109 data_time: 0.001 memory: 1723 2022/06/26 02:09:21 - mmengine - INFO - Epoch(val) [52][120/310] eta: 0:01:08 time: 0.111 data_time: 0.005 memory: 1723 2022/06/26 02:09:26 - mmengine - INFO - Epoch(val) [52][140/310] eta: 0:00:17 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 02:09:30 - mmengine - INFO - Epoch(val) [52][160/310] eta: 0:00:16 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 02:09:37 - mmengine - INFO - Epoch(val) [52][180/310] eta: 0:00:47 time: 0.108 data_time: 0.002 memory: 1723 2022/06/26 02:09:42 - mmengine - INFO - Epoch(val) [52][200/310] eta: 0:00:40 time: 0.106 data_time: 0.005 memory: 1723 2022/06/26 02:09:47 - mmengine - INFO - Epoch(val) [52][220/310] eta: 0:00:09 time: 0.103 data_time: 0.002 memory: 1723 2022/06/26 02:09:51 - mmengine - INFO - Epoch(val) [52][240/310] eta: 0:00:09 time: 0.104 data_time: 0.001 memory: 1723 2022/06/26 02:09:58 - mmengine - INFO - Epoch(val) [52][260/310] eta: 0:00:18 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 02:10:02 - mmengine - INFO - Epoch(val) [52][280/310] eta: 0:00:08 time: 0.118 data_time: 0.009 memory: 1723 2022/06/26 02:10:05 - mmengine - INFO - Epoch(val) [52][300/310] eta: 0:00:01 time: 0.300 data_time: 0.001 memory: 1723 2022/06/26 02:10:07 - mmengine - INFO - Epoch(val) [52][310/310] acc/top1: 0.4533 acc/top5: 0.7144 acc/mean1: 0.4532 2022/06/26 02:10:17 - mmengine - INFO - Epoch(train) [53][20/3757] lr: 8.078e-03 eta: 1 day, 11:07:15 time: 0.259 data_time: 0.002 memory: 5036 grad_norm: 6.4680 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9196 loss: 2.9196 2022/06/26 02:10:22 - mmengine - INFO - Epoch(train) [53][40/3757] lr: 8.078e-03 eta: 1 day, 11:07:10 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 5.5240 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.5568 loss: 2.5568 2022/06/26 02:10:28 - mmengine - INFO - Epoch(train) [53][60/3757] lr: 8.078e-03 eta: 1 day, 11:07:06 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 5.9561 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8831 loss: 2.8831 2022/06/26 02:10:33 - mmengine - INFO - Epoch(train) [53][80/3757] lr: 8.078e-03 eta: 1 day, 11:07:00 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 6.5409 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.7166 loss: 2.7166 2022/06/26 02:10:38 - mmengine - INFO - Epoch(train) [53][100/3757] lr: 8.078e-03 eta: 1 day, 11:06:55 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 5.8280 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.8077 loss: 2.8077 2022/06/26 02:10:43 - mmengine - INFO - Epoch(train) [53][120/3757] lr: 8.078e-03 eta: 1 day, 11:06:50 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 5.6693 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7493 loss: 2.7493 2022/06/26 02:10:48 - mmengine - INFO - Epoch(train) [53][140/3757] lr: 8.078e-03 eta: 1 day, 11:06:44 time: 0.248 data_time: 0.005 memory: 5036 grad_norm: 5.8678 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7398 loss: 2.7398 2022/06/26 02:10:54 - mmengine - INFO - Epoch(train) [53][160/3757] lr: 8.078e-03 eta: 1 day, 11:06:39 time: 0.253 data_time: 0.005 memory: 5036 grad_norm: 5.7338 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2769 loss: 2.2769 2022/06/26 02:10:59 - mmengine - INFO - Epoch(train) [53][180/3757] lr: 8.078e-03 eta: 1 day, 11:06:33 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 6.0633 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.6047 loss: 2.6047 2022/06/26 02:11:04 - mmengine - INFO - Epoch(train) [53][200/3757] lr: 8.078e-03 eta: 1 day, 11:06:28 time: 0.276 data_time: 0.003 memory: 5036 grad_norm: 6.3480 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.7798 loss: 2.7798 2022/06/26 02:11:09 - mmengine - INFO - Epoch(train) [53][220/3757] lr: 8.078e-03 eta: 1 day, 11:06:23 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 5.8705 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.8550 loss: 2.8550 2022/06/26 02:11:15 - mmengine - INFO - Epoch(train) [53][240/3757] lr: 8.078e-03 eta: 1 day, 11:06:18 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 6.0063 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8152 loss: 2.8152 2022/06/26 02:11:20 - mmengine - INFO - Epoch(train) [53][260/3757] lr: 8.078e-03 eta: 1 day, 11:06:13 time: 0.265 data_time: 0.006 memory: 5036 grad_norm: 6.0864 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.1838 loss: 3.1838 2022/06/26 02:11:26 - mmengine - INFO - Epoch(train) [53][280/3757] lr: 8.078e-03 eta: 1 day, 11:06:08 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 5.6919 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4963 loss: 2.4963 2022/06/26 02:11:31 - mmengine - INFO - Epoch(train) [53][300/3757] lr: 8.078e-03 eta: 1 day, 11:06:03 time: 0.270 data_time: 0.003 memory: 5036 grad_norm: 6.3019 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4815 loss: 2.4815 2022/06/26 02:11:36 - mmengine - INFO - Epoch(train) [53][320/3757] lr: 8.078e-03 eta: 1 day, 11:05:57 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 5.8065 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.4408 loss: 2.4408 2022/06/26 02:11:41 - mmengine - INFO - Epoch(train) [53][340/3757] lr: 8.078e-03 eta: 1 day, 11:05:52 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 5.3599 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.8373 loss: 2.8373 2022/06/26 02:11:47 - mmengine - INFO - Epoch(train) [53][360/3757] lr: 8.078e-03 eta: 1 day, 11:05:47 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 6.3855 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.6874 loss: 2.6874 2022/06/26 02:11:52 - mmengine - INFO - Epoch(train) [53][380/3757] lr: 8.078e-03 eta: 1 day, 11:05:42 time: 0.245 data_time: 0.004 memory: 5036 grad_norm: 5.9476 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6891 loss: 2.6891 2022/06/26 02:11:57 - mmengine - INFO - Epoch(train) [53][400/3757] lr: 8.078e-03 eta: 1 day, 11:05:36 time: 0.245 data_time: 0.003 memory: 5036 grad_norm: 6.2120 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1981 loss: 3.1981 2022/06/26 02:12:02 - mmengine - INFO - Epoch(train) [53][420/3757] lr: 8.078e-03 eta: 1 day, 11:05:31 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 5.7440 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.5131 loss: 2.5131 2022/06/26 02:12:08 - mmengine - INFO - Epoch(train) [53][440/3757] lr: 8.078e-03 eta: 1 day, 11:05:26 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 5.2758 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.7730 loss: 2.7730 2022/06/26 02:12:13 - mmengine - INFO - Epoch(train) [53][460/3757] lr: 8.078e-03 eta: 1 day, 11:05:21 time: 0.245 data_time: 0.003 memory: 5036 grad_norm: 5.9054 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6903 loss: 2.6903 2022/06/26 02:12:18 - mmengine - INFO - Epoch(train) [53][480/3757] lr: 8.078e-03 eta: 1 day, 11:05:15 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 5.9660 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6047 loss: 2.6047 2022/06/26 02:12:24 - mmengine - INFO - Epoch(train) [53][500/3757] lr: 8.078e-03 eta: 1 day, 11:05:10 time: 0.263 data_time: 0.002 memory: 5036 grad_norm: 6.2573 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.5835 loss: 2.5835 2022/06/26 02:12:29 - mmengine - INFO - Epoch(train) [53][520/3757] lr: 8.078e-03 eta: 1 day, 11:05:05 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 5.5717 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.4653 loss: 2.4653 2022/06/26 02:12:34 - mmengine - INFO - Epoch(train) [53][540/3757] lr: 8.078e-03 eta: 1 day, 11:05:00 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 5.5687 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1328 loss: 3.1328 2022/06/26 02:12:39 - mmengine - INFO - Epoch(train) [53][560/3757] lr: 8.078e-03 eta: 1 day, 11:04:54 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 5.9053 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5767 loss: 2.5767 2022/06/26 02:12:44 - mmengine - INFO - Epoch(train) [53][580/3757] lr: 8.078e-03 eta: 1 day, 11:04:49 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 5.9199 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8492 loss: 2.8492 2022/06/26 02:12:50 - mmengine - INFO - Epoch(train) [53][600/3757] lr: 8.078e-03 eta: 1 day, 11:04:44 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 6.0291 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.2805 loss: 3.2805 2022/06/26 02:12:55 - mmengine - INFO - Epoch(train) [53][620/3757] lr: 8.078e-03 eta: 1 day, 11:04:38 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 5.7483 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.9224 loss: 2.9224 2022/06/26 02:12:59 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 02:13:00 - mmengine - INFO - Epoch(train) [53][640/3757] lr: 8.078e-03 eta: 1 day, 11:04:32 time: 0.256 data_time: 0.005 memory: 5036 grad_norm: 5.8413 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.5541 loss: 2.5541 2022/06/26 02:13:06 - mmengine - INFO - Epoch(train) [53][660/3757] lr: 8.078e-03 eta: 1 day, 11:04:28 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 6.4818 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.8488 loss: 2.8488 2022/06/26 02:13:11 - mmengine - INFO - Epoch(train) [53][680/3757] lr: 8.078e-03 eta: 1 day, 11:04:23 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 6.9284 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8825 loss: 2.8825 2022/06/26 02:13:16 - mmengine - INFO - Epoch(train) [53][700/3757] lr: 8.078e-03 eta: 1 day, 11:04:17 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 5.6870 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9524 loss: 2.9524 2022/06/26 02:13:22 - mmengine - INFO - Epoch(train) [53][720/3757] lr: 8.078e-03 eta: 1 day, 11:04:12 time: 0.253 data_time: 0.010 memory: 5036 grad_norm: 5.4666 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5922 loss: 2.5922 2022/06/26 02:13:27 - mmengine - INFO - Epoch(train) [53][740/3757] lr: 8.078e-03 eta: 1 day, 11:04:08 time: 0.243 data_time: 0.003 memory: 5036 grad_norm: 5.9059 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.7683 loss: 2.7683 2022/06/26 02:13:32 - mmengine - INFO - Epoch(train) [53][760/3757] lr: 8.078e-03 eta: 1 day, 11:04:02 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 6.9524 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.7176 loss: 2.7176 2022/06/26 02:13:38 - mmengine - INFO - Epoch(train) [53][780/3757] lr: 8.078e-03 eta: 1 day, 11:03:57 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 5.3705 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8093 loss: 2.8093 2022/06/26 02:13:43 - mmengine - INFO - Epoch(train) [53][800/3757] lr: 8.078e-03 eta: 1 day, 11:03:51 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 6.1811 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7150 loss: 2.7150 2022/06/26 02:13:48 - mmengine - INFO - Epoch(train) [53][820/3757] lr: 8.078e-03 eta: 1 day, 11:03:47 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 6.7600 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6839 loss: 2.6839 2022/06/26 02:13:53 - mmengine - INFO - Epoch(train) [53][840/3757] lr: 8.078e-03 eta: 1 day, 11:03:41 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 5.2108 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5567 loss: 2.5567 2022/06/26 02:13:59 - mmengine - INFO - Epoch(train) [53][860/3757] lr: 8.078e-03 eta: 1 day, 11:03:36 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 6.4040 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.7012 loss: 2.7012 2022/06/26 02:14:04 - mmengine - INFO - Epoch(train) [53][880/3757] lr: 8.078e-03 eta: 1 day, 11:03:30 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 5.4000 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8393 loss: 2.8393 2022/06/26 02:14:09 - mmengine - INFO - Epoch(train) [53][900/3757] lr: 8.078e-03 eta: 1 day, 11:03:25 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 6.3255 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.5440 loss: 2.5440 2022/06/26 02:14:14 - mmengine - INFO - Epoch(train) [53][920/3757] lr: 8.078e-03 eta: 1 day, 11:03:20 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 6.2466 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1447 loss: 3.1447 2022/06/26 02:14:19 - mmengine - INFO - Epoch(train) [53][940/3757] lr: 8.078e-03 eta: 1 day, 11:03:14 time: 0.266 data_time: 0.002 memory: 5036 grad_norm: 6.3595 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5250 loss: 2.5250 2022/06/26 02:14:25 - mmengine - INFO - Epoch(train) [53][960/3757] lr: 8.078e-03 eta: 1 day, 11:03:09 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 5.7284 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9033 loss: 2.9033 2022/06/26 02:14:30 - mmengine - INFO - Epoch(train) [53][980/3757] lr: 8.078e-03 eta: 1 day, 11:03:04 time: 0.241 data_time: 0.003 memory: 5036 grad_norm: 5.0920 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.3313 loss: 2.3313 2022/06/26 02:14:35 - mmengine - INFO - Epoch(train) [53][1000/3757] lr: 8.078e-03 eta: 1 day, 11:02:59 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 6.6814 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4140 loss: 2.4140 2022/06/26 02:14:41 - mmengine - INFO - Epoch(train) [53][1020/3757] lr: 8.078e-03 eta: 1 day, 11:02:53 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 5.3715 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.9194 loss: 2.9194 2022/06/26 02:14:46 - mmengine - INFO - Epoch(train) [53][1040/3757] lr: 8.078e-03 eta: 1 day, 11:02:48 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 5.3084 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8832 loss: 2.8832 2022/06/26 02:14:51 - mmengine - INFO - Epoch(train) [53][1060/3757] lr: 8.078e-03 eta: 1 day, 11:02:43 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 6.4291 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.7524 loss: 2.7524 2022/06/26 02:14:56 - mmengine - INFO - Epoch(train) [53][1080/3757] lr: 8.078e-03 eta: 1 day, 11:02:37 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 6.0517 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.7582 loss: 2.7582 2022/06/26 02:15:02 - mmengine - INFO - Epoch(train) [53][1100/3757] lr: 8.078e-03 eta: 1 day, 11:02:32 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 5.8953 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.9664 loss: 2.9664 2022/06/26 02:15:07 - mmengine - INFO - Epoch(train) [53][1120/3757] lr: 8.078e-03 eta: 1 day, 11:02:27 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 5.5767 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.3490 loss: 2.3490 2022/06/26 02:15:12 - mmengine - INFO - Epoch(train) [53][1140/3757] lr: 8.078e-03 eta: 1 day, 11:02:22 time: 0.252 data_time: 0.005 memory: 5036 grad_norm: 5.7503 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9384 loss: 2.9384 2022/06/26 02:15:17 - mmengine - INFO - Epoch(train) [53][1160/3757] lr: 8.078e-03 eta: 1 day, 11:02:16 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 6.1289 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.2167 loss: 3.2167 2022/06/26 02:15:23 - mmengine - INFO - Epoch(train) [53][1180/3757] lr: 8.078e-03 eta: 1 day, 11:02:11 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 5.8385 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0686 loss: 2.0686 2022/06/26 02:15:28 - mmengine - INFO - Epoch(train) [53][1200/3757] lr: 8.078e-03 eta: 1 day, 11:02:06 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 5.9608 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6696 loss: 2.6696 2022/06/26 02:15:33 - mmengine - INFO - Epoch(train) [53][1220/3757] lr: 8.078e-03 eta: 1 day, 11:02:01 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 5.8903 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5150 loss: 2.5150 2022/06/26 02:15:39 - mmengine - INFO - Epoch(train) [53][1240/3757] lr: 8.078e-03 eta: 1 day, 11:01:56 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 5.2234 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6124 loss: 2.6124 2022/06/26 02:15:44 - mmengine - INFO - Epoch(train) [53][1260/3757] lr: 8.078e-03 eta: 1 day, 11:01:50 time: 0.244 data_time: 0.003 memory: 5036 grad_norm: 5.4843 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8563 loss: 2.8563 2022/06/26 02:15:49 - mmengine - INFO - Epoch(train) [53][1280/3757] lr: 8.078e-03 eta: 1 day, 11:01:45 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 5.6236 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.9914 loss: 2.9914 2022/06/26 02:15:54 - mmengine - INFO - Epoch(train) [53][1300/3757] lr: 8.078e-03 eta: 1 day, 11:01:39 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 5.6663 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.6526 loss: 2.6526 2022/06/26 02:15:59 - mmengine - INFO - Epoch(train) [53][1320/3757] lr: 8.078e-03 eta: 1 day, 11:01:34 time: 0.264 data_time: 0.002 memory: 5036 grad_norm: 6.0750 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.6826 loss: 2.6826 2022/06/26 02:16:05 - mmengine - INFO - Epoch(train) [53][1340/3757] lr: 8.078e-03 eta: 1 day, 11:01:28 time: 0.245 data_time: 0.003 memory: 5036 grad_norm: 6.1450 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.5214 loss: 2.5214 2022/06/26 02:16:10 - mmengine - INFO - Epoch(train) [53][1360/3757] lr: 8.078e-03 eta: 1 day, 11:01:23 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 5.3532 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.9084 loss: 2.9084 2022/06/26 02:16:15 - mmengine - INFO - Epoch(train) [53][1380/3757] lr: 8.078e-03 eta: 1 day, 11:01:18 time: 0.282 data_time: 0.003 memory: 5036 grad_norm: 5.7742 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.7707 loss: 2.7707 2022/06/26 02:16:20 - mmengine - INFO - Epoch(train) [53][1400/3757] lr: 8.078e-03 eta: 1 day, 11:01:12 time: 0.256 data_time: 0.004 memory: 5036 grad_norm: 5.8074 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.4866 loss: 2.4866 2022/06/26 02:16:26 - mmengine - INFO - Epoch(train) [53][1420/3757] lr: 8.078e-03 eta: 1 day, 11:01:07 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 6.3043 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6462 loss: 2.6462 2022/06/26 02:16:31 - mmengine - INFO - Epoch(train) [53][1440/3757] lr: 8.078e-03 eta: 1 day, 11:01:02 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 6.3735 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.7073 loss: 2.7073 2022/06/26 02:16:36 - mmengine - INFO - Epoch(train) [53][1460/3757] lr: 8.078e-03 eta: 1 day, 11:00:56 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 6.1018 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.8673 loss: 2.8673 2022/06/26 02:16:41 - mmengine - INFO - Epoch(train) [53][1480/3757] lr: 8.078e-03 eta: 1 day, 11:00:51 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 5.2681 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8657 loss: 2.8657 2022/06/26 02:16:47 - mmengine - INFO - Epoch(train) [53][1500/3757] lr: 8.078e-03 eta: 1 day, 11:00:46 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 6.3948 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.5786 loss: 2.5786 2022/06/26 02:16:52 - mmengine - INFO - Epoch(train) [53][1520/3757] lr: 8.078e-03 eta: 1 day, 11:00:41 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 7.0892 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9819 loss: 2.9819 2022/06/26 02:16:57 - mmengine - INFO - Epoch(train) [53][1540/3757] lr: 8.078e-03 eta: 1 day, 11:00:36 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 6.0160 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7038 loss: 2.7038 2022/06/26 02:17:03 - mmengine - INFO - Epoch(train) [53][1560/3757] lr: 8.078e-03 eta: 1 day, 11:00:31 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 6.4412 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.2580 loss: 3.2580 2022/06/26 02:17:08 - mmengine - INFO - Epoch(train) [53][1580/3757] lr: 8.078e-03 eta: 1 day, 11:00:25 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 5.9694 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.0084 loss: 3.0084 2022/06/26 02:17:13 - mmengine - INFO - Epoch(train) [53][1600/3757] lr: 8.078e-03 eta: 1 day, 11:00:20 time: 0.266 data_time: 0.020 memory: 5036 grad_norm: 6.8345 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7709 loss: 2.7709 2022/06/26 02:17:18 - mmengine - INFO - Epoch(train) [53][1620/3757] lr: 8.078e-03 eta: 1 day, 11:00:14 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 5.6031 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6668 loss: 2.6668 2022/06/26 02:17:22 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 02:17:23 - mmengine - INFO - Epoch(train) [53][1640/3757] lr: 8.078e-03 eta: 1 day, 11:00:09 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 6.3183 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6976 loss: 2.6976 2022/06/26 02:17:29 - mmengine - INFO - Epoch(train) [53][1660/3757] lr: 8.078e-03 eta: 1 day, 11:00:04 time: 0.259 data_time: 0.016 memory: 5036 grad_norm: 6.5469 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.8662 loss: 2.8662 2022/06/26 02:17:34 - mmengine - INFO - Epoch(train) [53][1680/3757] lr: 8.078e-03 eta: 1 day, 10:59:59 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 6.4296 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9615 loss: 2.9615 2022/06/26 02:17:39 - mmengine - INFO - Epoch(train) [53][1700/3757] lr: 8.078e-03 eta: 1 day, 10:59:54 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 5.6908 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.6755 loss: 2.6755 2022/06/26 02:17:45 - mmengine - INFO - Epoch(train) [53][1720/3757] lr: 8.078e-03 eta: 1 day, 10:59:48 time: 0.270 data_time: 0.003 memory: 5036 grad_norm: 6.2283 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4646 loss: 2.4646 2022/06/26 02:17:50 - mmengine - INFO - Epoch(train) [53][1740/3757] lr: 8.078e-03 eta: 1 day, 10:59:44 time: 0.251 data_time: 0.010 memory: 5036 grad_norm: 6.0965 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6596 loss: 2.6596 2022/06/26 02:17:56 - mmengine - INFO - Epoch(train) [53][1760/3757] lr: 8.078e-03 eta: 1 day, 10:59:39 time: 0.262 data_time: 0.004 memory: 5036 grad_norm: 6.2949 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.5393 loss: 2.5393 2022/06/26 02:18:01 - mmengine - INFO - Epoch(train) [53][1780/3757] lr: 8.078e-03 eta: 1 day, 10:59:34 time: 0.267 data_time: 0.003 memory: 5036 grad_norm: 6.2744 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9628 loss: 2.9628 2022/06/26 02:18:06 - mmengine - INFO - Epoch(train) [53][1800/3757] lr: 8.078e-03 eta: 1 day, 10:59:29 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 5.5300 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1324 loss: 3.1324 2022/06/26 02:18:12 - mmengine - INFO - Epoch(train) [53][1820/3757] lr: 8.078e-03 eta: 1 day, 10:59:24 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 6.1469 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.5128 loss: 2.5128 2022/06/26 02:18:17 - mmengine - INFO - Epoch(train) [53][1840/3757] lr: 8.078e-03 eta: 1 day, 10:59:18 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 5.9056 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6718 loss: 2.6718 2022/06/26 02:18:22 - mmengine - INFO - Epoch(train) [53][1860/3757] lr: 8.078e-03 eta: 1 day, 10:59:13 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 6.2359 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7558 loss: 2.7558 2022/06/26 02:18:27 - mmengine - INFO - Epoch(train) [53][1880/3757] lr: 8.078e-03 eta: 1 day, 10:59:08 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 6.5769 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1829 loss: 3.1829 2022/06/26 02:18:33 - mmengine - INFO - Epoch(train) [53][1900/3757] lr: 8.078e-03 eta: 1 day, 10:59:02 time: 0.254 data_time: 0.005 memory: 5036 grad_norm: 5.6733 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.0943 loss: 3.0943 2022/06/26 02:18:38 - mmengine - INFO - Epoch(train) [53][1920/3757] lr: 8.078e-03 eta: 1 day, 10:58:56 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 6.2700 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3220 loss: 2.3220 2022/06/26 02:18:43 - mmengine - INFO - Epoch(train) [53][1940/3757] lr: 8.078e-03 eta: 1 day, 10:58:51 time: 0.255 data_time: 0.008 memory: 5036 grad_norm: 8.6241 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.4649 loss: 3.4649 2022/06/26 02:18:48 - mmengine - INFO - Epoch(train) [53][1960/3757] lr: 8.078e-03 eta: 1 day, 10:58:45 time: 0.250 data_time: 0.008 memory: 5036 grad_norm: 5.7257 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5366 loss: 2.5366 2022/06/26 02:18:53 - mmengine - INFO - Epoch(train) [53][1980/3757] lr: 8.078e-03 eta: 1 day, 10:58:40 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 5.5736 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.6574 loss: 2.6574 2022/06/26 02:18:58 - mmengine - INFO - Epoch(train) [53][2000/3757] lr: 8.078e-03 eta: 1 day, 10:58:34 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.4188 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.3892 loss: 2.3892 2022/06/26 02:19:03 - mmengine - INFO - Epoch(train) [53][2020/3757] lr: 8.078e-03 eta: 1 day, 10:58:29 time: 0.247 data_time: 0.006 memory: 5036 grad_norm: 5.4641 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.8262 loss: 2.8262 2022/06/26 02:19:09 - mmengine - INFO - Epoch(train) [53][2040/3757] lr: 8.078e-03 eta: 1 day, 10:58:24 time: 0.254 data_time: 0.011 memory: 5036 grad_norm: 5.0963 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.5225 loss: 2.5225 2022/06/26 02:19:14 - mmengine - INFO - Epoch(train) [53][2060/3757] lr: 8.078e-03 eta: 1 day, 10:58:18 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 5.4699 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.4605 loss: 2.4605 2022/06/26 02:19:19 - mmengine - INFO - Epoch(train) [53][2080/3757] lr: 8.078e-03 eta: 1 day, 10:58:13 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 5.5631 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8456 loss: 2.8456 2022/06/26 02:19:24 - mmengine - INFO - Epoch(train) [53][2100/3757] lr: 8.078e-03 eta: 1 day, 10:58:07 time: 0.258 data_time: 0.015 memory: 5036 grad_norm: 6.1785 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.2563 loss: 2.2563 2022/06/26 02:19:29 - mmengine - INFO - Epoch(train) [53][2120/3757] lr: 8.078e-03 eta: 1 day, 10:58:02 time: 0.255 data_time: 0.014 memory: 5036 grad_norm: 5.9410 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6323 loss: 2.6323 2022/06/26 02:19:35 - mmengine - INFO - Epoch(train) [53][2140/3757] lr: 8.078e-03 eta: 1 day, 10:57:56 time: 0.267 data_time: 0.003 memory: 5036 grad_norm: 5.3507 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1475 loss: 3.1475 2022/06/26 02:19:40 - mmengine - INFO - Epoch(train) [53][2160/3757] lr: 8.078e-03 eta: 1 day, 10:57:51 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 5.7647 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.7939 loss: 2.7939 2022/06/26 02:19:45 - mmengine - INFO - Epoch(train) [53][2180/3757] lr: 8.078e-03 eta: 1 day, 10:57:46 time: 0.298 data_time: 0.005 memory: 5036 grad_norm: 5.3808 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5208 loss: 2.5208 2022/06/26 02:19:51 - mmengine - INFO - Epoch(train) [53][2200/3757] lr: 8.078e-03 eta: 1 day, 10:57:41 time: 0.266 data_time: 0.016 memory: 5036 grad_norm: 5.2817 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 2.4311 loss: 2.4311 2022/06/26 02:19:56 - mmengine - INFO - Epoch(train) [53][2220/3757] lr: 8.078e-03 eta: 1 day, 10:57:36 time: 0.256 data_time: 0.002 memory: 5036 grad_norm: 6.2505 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6858 loss: 2.6858 2022/06/26 02:20:01 - mmengine - INFO - Epoch(train) [53][2240/3757] lr: 8.078e-03 eta: 1 day, 10:57:30 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 5.9019 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6563 loss: 2.6563 2022/06/26 02:20:06 - mmengine - INFO - Epoch(train) [53][2260/3757] lr: 8.078e-03 eta: 1 day, 10:57:25 time: 0.262 data_time: 0.013 memory: 5036 grad_norm: 6.4215 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.6422 loss: 2.6422 2022/06/26 02:20:12 - mmengine - INFO - Epoch(train) [53][2280/3757] lr: 8.078e-03 eta: 1 day, 10:57:20 time: 0.259 data_time: 0.023 memory: 5036 grad_norm: 6.8133 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.9474 loss: 2.9474 2022/06/26 02:20:17 - mmengine - INFO - Epoch(train) [53][2300/3757] lr: 8.078e-03 eta: 1 day, 10:57:14 time: 0.274 data_time: 0.003 memory: 5036 grad_norm: 6.2239 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8520 loss: 2.8520 2022/06/26 02:20:22 - mmengine - INFO - Epoch(train) [53][2320/3757] lr: 8.078e-03 eta: 1 day, 10:57:09 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 5.6066 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.9449 loss: 2.9449 2022/06/26 02:20:27 - mmengine - INFO - Epoch(train) [53][2340/3757] lr: 8.078e-03 eta: 1 day, 10:57:03 time: 0.253 data_time: 0.013 memory: 5036 grad_norm: 6.2948 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 3.0476 loss: 3.0476 2022/06/26 02:20:32 - mmengine - INFO - Epoch(train) [53][2360/3757] lr: 8.078e-03 eta: 1 day, 10:56:58 time: 0.269 data_time: 0.025 memory: 5036 grad_norm: 6.0536 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3341 loss: 2.3341 2022/06/26 02:20:38 - mmengine - INFO - Epoch(train) [53][2380/3757] lr: 8.078e-03 eta: 1 day, 10:56:52 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 5.4721 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.6349 loss: 2.6349 2022/06/26 02:20:43 - mmengine - INFO - Epoch(train) [53][2400/3757] lr: 8.078e-03 eta: 1 day, 10:56:47 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 6.6664 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5060 loss: 2.5060 2022/06/26 02:20:48 - mmengine - INFO - Epoch(train) [53][2420/3757] lr: 8.078e-03 eta: 1 day, 10:56:42 time: 0.266 data_time: 0.003 memory: 5036 grad_norm: 5.3762 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9282 loss: 2.9282 2022/06/26 02:20:53 - mmengine - INFO - Epoch(train) [53][2440/3757] lr: 8.078e-03 eta: 1 day, 10:56:36 time: 0.262 data_time: 0.023 memory: 5036 grad_norm: 6.2209 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5534 loss: 2.5534 2022/06/26 02:20:58 - mmengine - INFO - Epoch(train) [53][2460/3757] lr: 8.078e-03 eta: 1 day, 10:56:31 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 6.6656 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8591 loss: 2.8591 2022/06/26 02:21:04 - mmengine - INFO - Epoch(train) [53][2480/3757] lr: 8.078e-03 eta: 1 day, 10:56:25 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 6.0703 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4657 loss: 2.4657 2022/06/26 02:21:09 - mmengine - INFO - Epoch(train) [53][2500/3757] lr: 8.078e-03 eta: 1 day, 10:56:20 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 7.0177 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3518 loss: 3.3518 2022/06/26 02:21:14 - mmengine - INFO - Epoch(train) [53][2520/3757] lr: 8.078e-03 eta: 1 day, 10:56:15 time: 0.268 data_time: 0.030 memory: 5036 grad_norm: 5.6701 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.5202 loss: 2.5202 2022/06/26 02:21:19 - mmengine - INFO - Epoch(train) [53][2540/3757] lr: 8.078e-03 eta: 1 day, 10:56:09 time: 0.257 data_time: 0.002 memory: 5036 grad_norm: 5.9465 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8258 loss: 2.8258 2022/06/26 02:21:25 - mmengine - INFO - Epoch(train) [53][2560/3757] lr: 8.078e-03 eta: 1 day, 10:56:04 time: 0.243 data_time: 0.004 memory: 5036 grad_norm: 6.2222 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6114 loss: 2.6114 2022/06/26 02:21:30 - mmengine - INFO - Epoch(train) [53][2580/3757] lr: 8.078e-03 eta: 1 day, 10:55:59 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 7.0935 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.6671 loss: 2.6671 2022/06/26 02:21:35 - mmengine - INFO - Epoch(train) [53][2600/3757] lr: 8.078e-03 eta: 1 day, 10:55:54 time: 0.273 data_time: 0.030 memory: 5036 grad_norm: 6.1945 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.4325 loss: 2.4325 2022/06/26 02:21:41 - mmengine - INFO - Epoch(train) [53][2620/3757] lr: 8.078e-03 eta: 1 day, 10:55:49 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 5.3424 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.6057 loss: 2.6057 2022/06/26 02:21:45 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 02:21:46 - mmengine - INFO - Epoch(train) [53][2640/3757] lr: 8.078e-03 eta: 1 day, 10:55:44 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 5.8637 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6016 loss: 2.6016 2022/06/26 02:21:51 - mmengine - INFO - Epoch(train) [53][2660/3757] lr: 8.078e-03 eta: 1 day, 10:55:39 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 6.5408 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6816 loss: 2.6816 2022/06/26 02:21:57 - mmengine - INFO - Epoch(train) [53][2680/3757] lr: 8.078e-03 eta: 1 day, 10:55:34 time: 0.266 data_time: 0.020 memory: 5036 grad_norm: 5.9693 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.8569 loss: 2.8569 2022/06/26 02:22:02 - mmengine - INFO - Epoch(train) [53][2700/3757] lr: 8.078e-03 eta: 1 day, 10:55:28 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 5.7837 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.8895 loss: 2.8895 2022/06/26 02:22:07 - mmengine - INFO - Epoch(train) [53][2720/3757] lr: 8.078e-03 eta: 1 day, 10:55:24 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 5.6941 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0247 loss: 3.0247 2022/06/26 02:22:13 - mmengine - INFO - Epoch(train) [53][2740/3757] lr: 8.078e-03 eta: 1 day, 10:55:19 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 6.0003 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.2860 loss: 3.2860 2022/06/26 02:22:18 - mmengine - INFO - Epoch(train) [53][2760/3757] lr: 8.078e-03 eta: 1 day, 10:55:14 time: 0.264 data_time: 0.026 memory: 5036 grad_norm: 4.8133 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.6158 loss: 2.6158 2022/06/26 02:22:23 - mmengine - INFO - Epoch(train) [53][2780/3757] lr: 8.078e-03 eta: 1 day, 10:55:08 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 5.5712 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.6974 loss: 2.6974 2022/06/26 02:22:29 - mmengine - INFO - Epoch(train) [53][2800/3757] lr: 8.078e-03 eta: 1 day, 10:55:03 time: 0.242 data_time: 0.004 memory: 5036 grad_norm: 5.5734 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5473 loss: 2.5473 2022/06/26 02:22:34 - mmengine - INFO - Epoch(train) [53][2820/3757] lr: 8.078e-03 eta: 1 day, 10:54:58 time: 0.258 data_time: 0.012 memory: 5036 grad_norm: 6.2420 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9105 loss: 2.9105 2022/06/26 02:22:39 - mmengine - INFO - Epoch(train) [53][2840/3757] lr: 8.078e-03 eta: 1 day, 10:54:52 time: 0.262 data_time: 0.020 memory: 5036 grad_norm: 5.7285 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.7404 loss: 2.7404 2022/06/26 02:22:44 - mmengine - INFO - Epoch(train) [53][2860/3757] lr: 8.078e-03 eta: 1 day, 10:54:47 time: 0.274 data_time: 0.002 memory: 5036 grad_norm: 5.8302 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6206 loss: 2.6206 2022/06/26 02:22:50 - mmengine - INFO - Epoch(train) [53][2880/3757] lr: 8.078e-03 eta: 1 day, 10:54:42 time: 0.248 data_time: 0.009 memory: 5036 grad_norm: 5.7894 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.8752 loss: 2.8752 2022/06/26 02:22:55 - mmengine - INFO - Epoch(train) [53][2900/3757] lr: 8.078e-03 eta: 1 day, 10:54:37 time: 0.262 data_time: 0.005 memory: 5036 grad_norm: 6.5991 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.3247 loss: 3.3247 2022/06/26 02:23:00 - mmengine - INFO - Epoch(train) [53][2920/3757] lr: 8.078e-03 eta: 1 day, 10:54:32 time: 0.255 data_time: 0.017 memory: 5036 grad_norm: 5.7344 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1414 loss: 3.1414 2022/06/26 02:23:06 - mmengine - INFO - Epoch(train) [53][2940/3757] lr: 8.078e-03 eta: 1 day, 10:54:26 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 5.9903 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8766 loss: 2.8766 2022/06/26 02:23:11 - mmengine - INFO - Epoch(train) [53][2960/3757] lr: 8.078e-03 eta: 1 day, 10:54:21 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 5.4805 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.7782 loss: 2.7782 2022/06/26 02:23:16 - mmengine - INFO - Epoch(train) [53][2980/3757] lr: 8.078e-03 eta: 1 day, 10:54:16 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 6.4207 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5418 loss: 2.5418 2022/06/26 02:23:21 - mmengine - INFO - Epoch(train) [53][3000/3757] lr: 8.078e-03 eta: 1 day, 10:54:10 time: 0.256 data_time: 0.017 memory: 5036 grad_norm: 5.7839 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.0701 loss: 3.0701 2022/06/26 02:23:27 - mmengine - INFO - Epoch(train) [53][3020/3757] lr: 8.078e-03 eta: 1 day, 10:54:05 time: 0.272 data_time: 0.005 memory: 5036 grad_norm: 6.3646 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.0293 loss: 3.0293 2022/06/26 02:23:32 - mmengine - INFO - Epoch(train) [53][3040/3757] lr: 8.078e-03 eta: 1 day, 10:53:59 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 5.6102 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.7836 loss: 2.7836 2022/06/26 02:23:37 - mmengine - INFO - Epoch(train) [53][3060/3757] lr: 8.078e-03 eta: 1 day, 10:53:55 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 6.2263 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6182 loss: 2.6182 2022/06/26 02:23:42 - mmengine - INFO - Epoch(train) [53][3080/3757] lr: 8.078e-03 eta: 1 day, 10:53:49 time: 0.257 data_time: 0.014 memory: 5036 grad_norm: 5.3879 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.8182 loss: 2.8182 2022/06/26 02:23:48 - mmengine - INFO - Epoch(train) [53][3100/3757] lr: 8.078e-03 eta: 1 day, 10:53:44 time: 0.266 data_time: 0.003 memory: 5036 grad_norm: 5.9668 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 2.5421 loss: 2.5421 2022/06/26 02:23:53 - mmengine - INFO - Epoch(train) [53][3120/3757] lr: 8.078e-03 eta: 1 day, 10:53:38 time: 0.268 data_time: 0.003 memory: 5036 grad_norm: 6.0147 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9504 loss: 2.9504 2022/06/26 02:23:58 - mmengine - INFO - Epoch(train) [53][3140/3757] lr: 8.078e-03 eta: 1 day, 10:53:33 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 5.2984 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.4386 loss: 2.4386 2022/06/26 02:24:03 - mmengine - INFO - Epoch(train) [53][3160/3757] lr: 8.078e-03 eta: 1 day, 10:53:28 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 5.0234 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.0979 loss: 3.0979 2022/06/26 02:24:09 - mmengine - INFO - Epoch(train) [53][3180/3757] lr: 8.078e-03 eta: 1 day, 10:53:22 time: 0.272 data_time: 0.006 memory: 5036 grad_norm: 5.2885 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.8647 loss: 2.8647 2022/06/26 02:24:14 - mmengine - INFO - Epoch(train) [53][3200/3757] lr: 8.078e-03 eta: 1 day, 10:53:17 time: 0.250 data_time: 0.004 memory: 5036 grad_norm: 6.2874 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.6134 loss: 2.6134 2022/06/26 02:24:19 - mmengine - INFO - Epoch(train) [53][3220/3757] lr: 8.078e-03 eta: 1 day, 10:53:13 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 5.2500 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.2875 loss: 2.2875 2022/06/26 02:24:25 - mmengine - INFO - Epoch(train) [53][3240/3757] lr: 8.078e-03 eta: 1 day, 10:53:07 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 6.8970 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7577 loss: 2.7577 2022/06/26 02:24:30 - mmengine - INFO - Epoch(train) [53][3260/3757] lr: 8.078e-03 eta: 1 day, 10:53:02 time: 0.280 data_time: 0.013 memory: 5036 grad_norm: 6.1767 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9348 loss: 2.9348 2022/06/26 02:24:35 - mmengine - INFO - Epoch(train) [53][3280/3757] lr: 8.078e-03 eta: 1 day, 10:52:56 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 5.8797 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8751 loss: 2.8751 2022/06/26 02:24:40 - mmengine - INFO - Epoch(train) [53][3300/3757] lr: 8.078e-03 eta: 1 day, 10:52:51 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 5.8839 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.3482 loss: 3.3482 2022/06/26 02:24:45 - mmengine - INFO - Epoch(train) [53][3320/3757] lr: 8.078e-03 eta: 1 day, 10:52:46 time: 0.255 data_time: 0.012 memory: 5036 grad_norm: 5.7386 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.4109 loss: 3.4109 2022/06/26 02:24:51 - mmengine - INFO - Epoch(train) [53][3340/3757] lr: 8.078e-03 eta: 1 day, 10:52:40 time: 0.277 data_time: 0.009 memory: 5036 grad_norm: 5.8343 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.8198 loss: 2.8198 2022/06/26 02:24:56 - mmengine - INFO - Epoch(train) [53][3360/3757] lr: 8.078e-03 eta: 1 day, 10:52:35 time: 0.455 data_time: 0.003 memory: 5036 grad_norm: 5.5675 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9521 loss: 2.9521 2022/06/26 02:25:01 - mmengine - INFO - Epoch(train) [53][3380/3757] lr: 8.078e-03 eta: 1 day, 10:52:30 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 5.7720 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.5017 loss: 2.5017 2022/06/26 02:25:07 - mmengine - INFO - Epoch(train) [53][3400/3757] lr: 8.078e-03 eta: 1 day, 10:52:25 time: 0.317 data_time: 0.007 memory: 5036 grad_norm: 5.6467 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5944 loss: 2.5944 2022/06/26 02:25:12 - mmengine - INFO - Epoch(train) [53][3420/3757] lr: 8.078e-03 eta: 1 day, 10:52:20 time: 0.280 data_time: 0.011 memory: 5036 grad_norm: 6.2473 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5504 loss: 2.5504 2022/06/26 02:25:17 - mmengine - INFO - Epoch(train) [53][3440/3757] lr: 8.078e-03 eta: 1 day, 10:52:15 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 6.0270 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6596 loss: 2.6596 2022/06/26 02:25:23 - mmengine - INFO - Epoch(train) [53][3460/3757] lr: 8.078e-03 eta: 1 day, 10:52:09 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 5.6431 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.9461 loss: 2.9461 2022/06/26 02:25:28 - mmengine - INFO - Epoch(train) [53][3480/3757] lr: 8.078e-03 eta: 1 day, 10:52:05 time: 0.252 data_time: 0.013 memory: 5036 grad_norm: 7.2726 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7592 loss: 2.7592 2022/06/26 02:25:33 - mmengine - INFO - Epoch(train) [53][3500/3757] lr: 8.078e-03 eta: 1 day, 10:51:59 time: 0.284 data_time: 0.006 memory: 5036 grad_norm: 6.1326 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7500 loss: 2.7500 2022/06/26 02:25:38 - mmengine - INFO - Epoch(train) [53][3520/3757] lr: 8.078e-03 eta: 1 day, 10:51:54 time: 0.253 data_time: 0.011 memory: 5036 grad_norm: 5.8483 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.7939 loss: 2.7939 2022/06/26 02:25:44 - mmengine - INFO - Epoch(train) [53][3540/3757] lr: 8.078e-03 eta: 1 day, 10:51:48 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 6.3275 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.0857 loss: 3.0857 2022/06/26 02:25:49 - mmengine - INFO - Epoch(train) [53][3560/3757] lr: 8.078e-03 eta: 1 day, 10:51:43 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 6.0233 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.6307 loss: 2.6307 2022/06/26 02:25:54 - mmengine - INFO - Epoch(train) [53][3580/3757] lr: 8.078e-03 eta: 1 day, 10:51:38 time: 0.276 data_time: 0.008 memory: 5036 grad_norm: 6.5174 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.7775 loss: 2.7775 2022/06/26 02:26:00 - mmengine - INFO - Epoch(train) [53][3600/3757] lr: 8.078e-03 eta: 1 day, 10:51:33 time: 0.256 data_time: 0.010 memory: 5036 grad_norm: 5.5544 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.5099 loss: 2.5099 2022/06/26 02:26:05 - mmengine - INFO - Epoch(train) [53][3620/3757] lr: 8.078e-03 eta: 1 day, 10:51:28 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 5.5016 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6447 loss: 2.6447 2022/06/26 02:26:09 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 02:26:10 - mmengine - INFO - Epoch(train) [53][3640/3757] lr: 8.078e-03 eta: 1 day, 10:51:23 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 5.1382 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6380 loss: 2.6380 2022/06/26 02:26:16 - mmengine - INFO - Epoch(train) [53][3660/3757] lr: 8.078e-03 eta: 1 day, 10:51:18 time: 0.271 data_time: 0.002 memory: 5036 grad_norm: 5.4167 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9965 loss: 2.9965 2022/06/26 02:26:21 - mmengine - INFO - Epoch(train) [53][3680/3757] lr: 8.078e-03 eta: 1 day, 10:51:13 time: 0.250 data_time: 0.008 memory: 5036 grad_norm: 6.0166 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.5821 loss: 2.5821 2022/06/26 02:26:26 - mmengine - INFO - Epoch(train) [53][3700/3757] lr: 8.078e-03 eta: 1 day, 10:51:07 time: 0.376 data_time: 0.003 memory: 5036 grad_norm: 5.6402 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7338 loss: 2.7338 2022/06/26 02:26:31 - mmengine - INFO - Epoch(train) [53][3720/3757] lr: 8.078e-03 eta: 1 day, 10:51:02 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 5.4898 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3282 loss: 2.3282 2022/06/26 02:26:37 - mmengine - INFO - Epoch(train) [53][3740/3757] lr: 8.078e-03 eta: 1 day, 10:50:57 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 6.1765 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.7811 loss: 2.7811 2022/06/26 02:26:41 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 02:26:41 - mmengine - INFO - Saving checkpoint at 53 epochs 2022/06/26 02:26:54 - mmengine - INFO - Epoch(val) [53][20/310] eta: 0:01:43 time: 0.107 data_time: 0.001 memory: 5036 2022/06/26 02:26:58 - mmengine - INFO - Epoch(val) [53][40/310] eta: 0:01:30 time: 0.107 data_time: 0.006 memory: 1723 2022/06/26 02:27:03 - mmengine - INFO - Epoch(val) [53][60/310] eta: 0:00:26 time: 0.103 data_time: 0.002 memory: 1723 2022/06/26 02:27:07 - mmengine - INFO - Epoch(val) [53][80/310] eta: 0:00:28 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 02:27:14 - mmengine - INFO - Epoch(val) [53][100/310] eta: 0:01:11 time: 0.106 data_time: 0.001 memory: 1723 2022/06/26 02:27:19 - mmengine - INFO - Epoch(val) [53][120/310] eta: 0:01:08 time: 0.107 data_time: 0.005 memory: 1723 2022/06/26 02:27:24 - mmengine - INFO - Epoch(val) [53][140/310] eta: 0:00:25 time: 0.103 data_time: 0.002 memory: 1723 2022/06/26 02:27:28 - mmengine - INFO - Epoch(val) [53][160/310] eta: 0:00:15 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 02:27:35 - mmengine - INFO - Epoch(val) [53][180/310] eta: 0:00:47 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 02:27:40 - mmengine - INFO - Epoch(val) [53][200/310] eta: 0:00:39 time: 0.108 data_time: 0.002 memory: 1723 2022/06/26 02:27:45 - mmengine - INFO - Epoch(val) [53][220/310] eta: 0:00:17 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 02:27:49 - mmengine - INFO - Epoch(val) [53][240/310] eta: 0:00:07 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 02:27:57 - mmengine - INFO - Epoch(val) [53][260/310] eta: 0:00:18 time: 0.106 data_time: 0.001 memory: 1723 2022/06/26 02:28:01 - mmengine - INFO - Epoch(val) [53][280/310] eta: 0:00:09 time: 0.111 data_time: 0.002 memory: 1723 2022/06/26 02:28:03 - mmengine - INFO - Epoch(val) [53][300/310] eta: 0:00:01 time: 0.102 data_time: 0.001 memory: 1723 2022/06/26 02:28:05 - mmengine - INFO - Epoch(val) [53][310/310] acc/top1: 0.4611 acc/top5: 0.7225 acc/mean1: 0.4610 2022/06/26 02:28:15 - mmengine - INFO - Epoch(train) [54][20/3757] lr: 8.009e-03 eta: 1 day, 10:50:54 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 6.7866 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.4978 loss: 2.4978 2022/06/26 02:28:20 - mmengine - INFO - Epoch(train) [54][40/3757] lr: 8.009e-03 eta: 1 day, 10:50:48 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 6.4534 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.8671 loss: 2.8671 2022/06/26 02:28:26 - mmengine - INFO - Epoch(train) [54][60/3757] lr: 8.009e-03 eta: 1 day, 10:50:43 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 6.2171 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.9862 loss: 2.9862 2022/06/26 02:28:31 - mmengine - INFO - Epoch(train) [54][80/3757] lr: 8.009e-03 eta: 1 day, 10:50:38 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 5.8533 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7455 loss: 2.7455 2022/06/26 02:28:36 - mmengine - INFO - Epoch(train) [54][100/3757] lr: 8.009e-03 eta: 1 day, 10:50:33 time: 0.309 data_time: 0.003 memory: 5036 grad_norm: 6.0123 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.8318 loss: 2.8318 2022/06/26 02:28:41 - mmengine - INFO - Epoch(train) [54][120/3757] lr: 8.009e-03 eta: 1 day, 10:50:27 time: 0.264 data_time: 0.017 memory: 5036 grad_norm: 6.5799 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.7695 loss: 2.7695 2022/06/26 02:28:47 - mmengine - INFO - Epoch(train) [54][140/3757] lr: 8.009e-03 eta: 1 day, 10:50:22 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 6.2541 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 2.7568 loss: 2.7568 2022/06/26 02:28:52 - mmengine - INFO - Epoch(train) [54][160/3757] lr: 8.009e-03 eta: 1 day, 10:50:17 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 6.8238 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9994 loss: 1.9994 2022/06/26 02:28:57 - mmengine - INFO - Epoch(train) [54][180/3757] lr: 8.009e-03 eta: 1 day, 10:50:11 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 5.7997 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.5157 loss: 2.5157 2022/06/26 02:29:02 - mmengine - INFO - Epoch(train) [54][200/3757] lr: 8.009e-03 eta: 1 day, 10:50:06 time: 0.257 data_time: 0.014 memory: 5036 grad_norm: 5.5333 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.9205 loss: 2.9205 2022/06/26 02:29:08 - mmengine - INFO - Epoch(train) [54][220/3757] lr: 8.009e-03 eta: 1 day, 10:50:01 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 6.0243 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.4010 loss: 2.4010 2022/06/26 02:29:13 - mmengine - INFO - Epoch(train) [54][240/3757] lr: 8.009e-03 eta: 1 day, 10:49:55 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 5.2805 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9333 loss: 2.9333 2022/06/26 02:29:18 - mmengine - INFO - Epoch(train) [54][260/3757] lr: 8.009e-03 eta: 1 day, 10:49:51 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 5.8408 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.4451 loss: 2.4451 2022/06/26 02:29:24 - mmengine - INFO - Epoch(train) [54][280/3757] lr: 8.009e-03 eta: 1 day, 10:49:45 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 6.4775 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.9584 loss: 2.9584 2022/06/26 02:29:29 - mmengine - INFO - Epoch(train) [54][300/3757] lr: 8.009e-03 eta: 1 day, 10:49:40 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 6.6023 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.8154 loss: 2.8154 2022/06/26 02:29:34 - mmengine - INFO - Epoch(train) [54][320/3757] lr: 8.009e-03 eta: 1 day, 10:49:35 time: 0.249 data_time: 0.005 memory: 5036 grad_norm: 6.2949 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2268 loss: 3.2268 2022/06/26 02:29:40 - mmengine - INFO - Epoch(train) [54][340/3757] lr: 8.009e-03 eta: 1 day, 10:49:30 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 6.7817 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7217 loss: 2.7217 2022/06/26 02:29:45 - mmengine - INFO - Epoch(train) [54][360/3757] lr: 8.009e-03 eta: 1 day, 10:49:24 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 5.5882 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.2541 loss: 2.2541 2022/06/26 02:29:50 - mmengine - INFO - Epoch(train) [54][380/3757] lr: 8.009e-03 eta: 1 day, 10:49:19 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 5.2855 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7450 loss: 2.7450 2022/06/26 02:29:55 - mmengine - INFO - Epoch(train) [54][400/3757] lr: 8.009e-03 eta: 1 day, 10:49:14 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 7.3919 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8400 loss: 2.8400 2022/06/26 02:30:00 - mmengine - INFO - Epoch(train) [54][420/3757] lr: 8.009e-03 eta: 1 day, 10:49:08 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 5.7861 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1702 loss: 3.1702 2022/06/26 02:30:06 - mmengine - INFO - Epoch(train) [54][440/3757] lr: 8.009e-03 eta: 1 day, 10:49:03 time: 0.256 data_time: 0.004 memory: 5036 grad_norm: 5.6139 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6431 loss: 2.6431 2022/06/26 02:30:11 - mmengine - INFO - Epoch(train) [54][460/3757] lr: 8.009e-03 eta: 1 day, 10:48:58 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 6.0713 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.2460 loss: 3.2460 2022/06/26 02:30:16 - mmengine - INFO - Epoch(train) [54][480/3757] lr: 8.009e-03 eta: 1 day, 10:48:52 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 5.8947 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9930 loss: 2.9930 2022/06/26 02:30:21 - mmengine - INFO - Epoch(train) [54][500/3757] lr: 8.009e-03 eta: 1 day, 10:48:47 time: 0.267 data_time: 0.002 memory: 5036 grad_norm: 5.9755 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6846 loss: 2.6846 2022/06/26 02:30:27 - mmengine - INFO - Epoch(train) [54][520/3757] lr: 8.009e-03 eta: 1 day, 10:48:42 time: 0.267 data_time: 0.003 memory: 5036 grad_norm: 7.0119 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7443 loss: 2.7443 2022/06/26 02:30:32 - mmengine - INFO - Epoch(train) [54][540/3757] lr: 8.009e-03 eta: 1 day, 10:48:37 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 6.2024 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9906 loss: 2.9906 2022/06/26 02:30:38 - mmengine - INFO - Epoch(train) [54][560/3757] lr: 8.009e-03 eta: 1 day, 10:48:32 time: 0.263 data_time: 0.002 memory: 5036 grad_norm: 5.5089 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9164 loss: 2.9164 2022/06/26 02:30:43 - mmengine - INFO - Epoch(train) [54][580/3757] lr: 8.009e-03 eta: 1 day, 10:48:27 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 5.7304 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6840 loss: 2.6840 2022/06/26 02:30:48 - mmengine - INFO - Epoch(train) [54][600/3757] lr: 8.009e-03 eta: 1 day, 10:48:22 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 5.6422 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.7795 loss: 2.7795 2022/06/26 02:30:54 - mmengine - INFO - Epoch(train) [54][620/3757] lr: 8.009e-03 eta: 1 day, 10:48:17 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 4.5429 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5843 loss: 2.5843 2022/06/26 02:30:59 - mmengine - INFO - Epoch(train) [54][640/3757] lr: 8.009e-03 eta: 1 day, 10:48:12 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 5.7696 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.8267 loss: 2.8267 2022/06/26 02:31:04 - mmengine - INFO - Epoch(train) [54][660/3757] lr: 8.009e-03 eta: 1 day, 10:48:06 time: 0.277 data_time: 0.003 memory: 5036 grad_norm: 5.6088 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5246 loss: 2.5246 2022/06/26 02:31:09 - mmengine - INFO - Epoch(train) [54][680/3757] lr: 8.009e-03 eta: 1 day, 10:48:01 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 5.8603 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.9100 loss: 2.9100 2022/06/26 02:31:15 - mmengine - INFO - Epoch(train) [54][700/3757] lr: 8.009e-03 eta: 1 day, 10:47:56 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 7.2858 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6907 loss: 2.6907 2022/06/26 02:31:20 - mmengine - INFO - Epoch(train) [54][720/3757] lr: 8.009e-03 eta: 1 day, 10:47:50 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 6.7206 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.8544 loss: 2.8544 2022/06/26 02:31:25 - mmengine - INFO - Epoch(train) [54][740/3757] lr: 8.009e-03 eta: 1 day, 10:47:45 time: 0.265 data_time: 0.002 memory: 5036 grad_norm: 5.2382 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3619 loss: 2.3619 2022/06/26 02:31:30 - mmengine - INFO - Epoch(train) [54][760/3757] lr: 8.009e-03 eta: 1 day, 10:47:40 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.2460 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.4888 loss: 3.4888 2022/06/26 02:31:36 - mmengine - INFO - Epoch(train) [54][780/3757] lr: 8.009e-03 eta: 1 day, 10:47:34 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 5.8900 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.7831 loss: 2.7831 2022/06/26 02:31:41 - mmengine - INFO - Epoch(train) [54][800/3757] lr: 8.009e-03 eta: 1 day, 10:47:29 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 5.8392 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 3.0280 loss: 3.0280 2022/06/26 02:31:46 - mmengine - INFO - Epoch(train) [54][820/3757] lr: 8.009e-03 eta: 1 day, 10:47:24 time: 0.274 data_time: 0.002 memory: 5036 grad_norm: 5.3756 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.9380 loss: 2.9380 2022/06/26 02:31:51 - mmengine - INFO - Epoch(train) [54][840/3757] lr: 8.009e-03 eta: 1 day, 10:47:18 time: 0.261 data_time: 0.005 memory: 5036 grad_norm: 6.5969 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7259 loss: 2.7259 2022/06/26 02:31:57 - mmengine - INFO - Epoch(train) [54][860/3757] lr: 8.009e-03 eta: 1 day, 10:47:13 time: 0.314 data_time: 0.003 memory: 5036 grad_norm: 5.4520 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5747 loss: 2.5747 2022/06/26 02:32:02 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 02:32:02 - mmengine - INFO - Epoch(train) [54][880/3757] lr: 8.009e-03 eta: 1 day, 10:47:08 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 6.1746 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8667 loss: 2.8667 2022/06/26 02:32:07 - mmengine - INFO - Epoch(train) [54][900/3757] lr: 8.009e-03 eta: 1 day, 10:47:03 time: 0.265 data_time: 0.006 memory: 5036 grad_norm: 5.9616 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.7180 loss: 2.7180 2022/06/26 02:32:12 - mmengine - INFO - Epoch(train) [54][920/3757] lr: 8.009e-03 eta: 1 day, 10:46:57 time: 0.251 data_time: 0.008 memory: 5036 grad_norm: 6.3609 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6515 loss: 2.6515 2022/06/26 02:32:18 - mmengine - INFO - Epoch(train) [54][940/3757] lr: 8.009e-03 eta: 1 day, 10:46:52 time: 0.253 data_time: 0.005 memory: 5036 grad_norm: 5.8495 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7520 loss: 2.7520 2022/06/26 02:32:23 - mmengine - INFO - Epoch(train) [54][960/3757] lr: 8.009e-03 eta: 1 day, 10:46:46 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 5.7881 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.9715 loss: 2.9715 2022/06/26 02:32:28 - mmengine - INFO - Epoch(train) [54][980/3757] lr: 8.009e-03 eta: 1 day, 10:46:41 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 4.4802 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.6774 loss: 2.6774 2022/06/26 02:32:33 - mmengine - INFO - Epoch(train) [54][1000/3757] lr: 8.009e-03 eta: 1 day, 10:46:35 time: 0.259 data_time: 0.009 memory: 5036 grad_norm: 5.7150 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.6570 loss: 2.6570 2022/06/26 02:32:38 - mmengine - INFO - Epoch(train) [54][1020/3757] lr: 8.009e-03 eta: 1 day, 10:46:30 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 6.4311 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9174 loss: 2.9174 2022/06/26 02:32:43 - mmengine - INFO - Epoch(train) [54][1040/3757] lr: 8.009e-03 eta: 1 day, 10:46:24 time: 0.267 data_time: 0.003 memory: 5036 grad_norm: 6.4620 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0275 loss: 3.0275 2022/06/26 02:32:49 - mmengine - INFO - Epoch(train) [54][1060/3757] lr: 8.009e-03 eta: 1 day, 10:46:19 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 5.8679 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.4832 loss: 2.4832 2022/06/26 02:32:54 - mmengine - INFO - Epoch(train) [54][1080/3757] lr: 8.009e-03 eta: 1 day, 10:46:13 time: 0.261 data_time: 0.002 memory: 5036 grad_norm: 5.9573 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9144 loss: 2.9144 2022/06/26 02:32:59 - mmengine - INFO - Epoch(train) [54][1100/3757] lr: 8.009e-03 eta: 1 day, 10:46:08 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 5.1296 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6459 loss: 2.6459 2022/06/26 02:33:04 - mmengine - INFO - Epoch(train) [54][1120/3757] lr: 8.009e-03 eta: 1 day, 10:46:03 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 5.6164 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.5139 loss: 2.5139 2022/06/26 02:33:09 - mmengine - INFO - Epoch(train) [54][1140/3757] lr: 8.009e-03 eta: 1 day, 10:45:57 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 5.3429 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9953 loss: 2.9953 2022/06/26 02:33:15 - mmengine - INFO - Epoch(train) [54][1160/3757] lr: 8.009e-03 eta: 1 day, 10:45:52 time: 0.249 data_time: 0.008 memory: 5036 grad_norm: 5.6794 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0228 loss: 3.0228 2022/06/26 02:33:20 - mmengine - INFO - Epoch(train) [54][1180/3757] lr: 8.009e-03 eta: 1 day, 10:45:46 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 6.0451 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8408 loss: 2.8408 2022/06/26 02:33:25 - mmengine - INFO - Epoch(train) [54][1200/3757] lr: 8.009e-03 eta: 1 day, 10:45:41 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 6.6065 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.7190 loss: 2.7190 2022/06/26 02:33:30 - mmengine - INFO - Epoch(train) [54][1220/3757] lr: 8.009e-03 eta: 1 day, 10:45:36 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 5.3056 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7474 loss: 2.7474 2022/06/26 02:33:35 - mmengine - INFO - Epoch(train) [54][1240/3757] lr: 8.009e-03 eta: 1 day, 10:45:30 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.1958 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.1337 loss: 3.1337 2022/06/26 02:33:41 - mmengine - INFO - Epoch(train) [54][1260/3757] lr: 8.009e-03 eta: 1 day, 10:45:25 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 6.1186 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9026 loss: 2.9026 2022/06/26 02:33:46 - mmengine - INFO - Epoch(train) [54][1280/3757] lr: 8.009e-03 eta: 1 day, 10:45:19 time: 0.267 data_time: 0.003 memory: 5036 grad_norm: 5.5654 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0653 loss: 3.0653 2022/06/26 02:33:51 - mmengine - INFO - Epoch(train) [54][1300/3757] lr: 8.009e-03 eta: 1 day, 10:45:14 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 6.3014 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7644 loss: 2.7644 2022/06/26 02:33:56 - mmengine - INFO - Epoch(train) [54][1320/3757] lr: 8.009e-03 eta: 1 day, 10:45:09 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 5.9822 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.7598 loss: 2.7598 2022/06/26 02:34:02 - mmengine - INFO - Epoch(train) [54][1340/3757] lr: 8.009e-03 eta: 1 day, 10:45:04 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 5.2781 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9031 loss: 2.9031 2022/06/26 02:34:07 - mmengine - INFO - Epoch(train) [54][1360/3757] lr: 8.009e-03 eta: 1 day, 10:44:59 time: 0.437 data_time: 0.004 memory: 5036 grad_norm: 6.4540 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8117 loss: 2.8117 2022/06/26 02:34:13 - mmengine - INFO - Epoch(train) [54][1380/3757] lr: 8.009e-03 eta: 1 day, 10:44:54 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 5.4552 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2657 loss: 2.2657 2022/06/26 02:34:18 - mmengine - INFO - Epoch(train) [54][1400/3757] lr: 8.009e-03 eta: 1 day, 10:44:48 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 6.7544 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2869 loss: 3.2869 2022/06/26 02:34:23 - mmengine - INFO - Epoch(train) [54][1420/3757] lr: 8.009e-03 eta: 1 day, 10:44:43 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 5.4086 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.9160 loss: 2.9160 2022/06/26 02:34:28 - mmengine - INFO - Epoch(train) [54][1440/3757] lr: 8.009e-03 eta: 1 day, 10:44:38 time: 0.273 data_time: 0.003 memory: 5036 grad_norm: 6.9762 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2853 loss: 2.2853 2022/06/26 02:34:33 - mmengine - INFO - Epoch(train) [54][1460/3757] lr: 8.009e-03 eta: 1 day, 10:44:32 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 6.1492 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.4964 loss: 2.4964 2022/06/26 02:34:39 - mmengine - INFO - Epoch(train) [54][1480/3757] lr: 8.009e-03 eta: 1 day, 10:44:27 time: 0.262 data_time: 0.002 memory: 5036 grad_norm: 5.9025 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6494 loss: 2.6494 2022/06/26 02:34:44 - mmengine - INFO - Epoch(train) [54][1500/3757] lr: 8.009e-03 eta: 1 day, 10:44:21 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 6.1000 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.6631 loss: 2.6631 2022/06/26 02:34:49 - mmengine - INFO - Epoch(train) [54][1520/3757] lr: 8.009e-03 eta: 1 day, 10:44:16 time: 0.262 data_time: 0.002 memory: 5036 grad_norm: 6.4078 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5880 loss: 2.5880 2022/06/26 02:34:54 - mmengine - INFO - Epoch(train) [54][1540/3757] lr: 8.009e-03 eta: 1 day, 10:44:11 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 5.5571 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0054 loss: 3.0054 2022/06/26 02:34:59 - mmengine - INFO - Epoch(train) [54][1560/3757] lr: 8.009e-03 eta: 1 day, 10:44:05 time: 0.255 data_time: 0.008 memory: 5036 grad_norm: 6.1041 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5530 loss: 2.5530 2022/06/26 02:35:05 - mmengine - INFO - Epoch(train) [54][1580/3757] lr: 8.009e-03 eta: 1 day, 10:44:00 time: 0.255 data_time: 0.008 memory: 5036 grad_norm: 6.1616 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8295 loss: 2.8295 2022/06/26 02:35:10 - mmengine - INFO - Epoch(train) [54][1600/3757] lr: 8.009e-03 eta: 1 day, 10:43:56 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 5.7172 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.8574 loss: 2.8574 2022/06/26 02:35:16 - mmengine - INFO - Epoch(train) [54][1620/3757] lr: 8.009e-03 eta: 1 day, 10:43:50 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.7247 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1163 loss: 3.1163 2022/06/26 02:35:21 - mmengine - INFO - Epoch(train) [54][1640/3757] lr: 8.009e-03 eta: 1 day, 10:43:45 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 5.9622 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.7432 loss: 2.7432 2022/06/26 02:35:26 - mmengine - INFO - Epoch(train) [54][1660/3757] lr: 8.009e-03 eta: 1 day, 10:43:39 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 5.8436 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0911 loss: 3.0911 2022/06/26 02:35:31 - mmengine - INFO - Epoch(train) [54][1680/3757] lr: 8.009e-03 eta: 1 day, 10:43:34 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 6.2907 top1_acc: 0.1250 top5_acc: 0.8750 loss_cls: 2.7168 loss: 2.7168 2022/06/26 02:35:36 - mmengine - INFO - Epoch(train) [54][1700/3757] lr: 8.009e-03 eta: 1 day, 10:43:29 time: 0.249 data_time: 0.005 memory: 5036 grad_norm: 5.5424 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.0391 loss: 3.0391 2022/06/26 02:35:42 - mmengine - INFO - Epoch(train) [54][1720/3757] lr: 8.009e-03 eta: 1 day, 10:43:23 time: 0.259 data_time: 0.009 memory: 5036 grad_norm: 6.9454 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8448 loss: 2.8448 2022/06/26 02:35:47 - mmengine - INFO - Epoch(train) [54][1740/3757] lr: 8.009e-03 eta: 1 day, 10:43:18 time: 0.267 data_time: 0.003 memory: 5036 grad_norm: 6.1893 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8705 loss: 2.8705 2022/06/26 02:35:52 - mmengine - INFO - Epoch(train) [54][1760/3757] lr: 8.009e-03 eta: 1 day, 10:43:13 time: 0.268 data_time: 0.011 memory: 5036 grad_norm: 5.5799 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5449 loss: 2.5449 2022/06/26 02:35:57 - mmengine - INFO - Epoch(train) [54][1780/3757] lr: 8.009e-03 eta: 1 day, 10:43:07 time: 0.264 data_time: 0.006 memory: 5036 grad_norm: 6.0394 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4509 loss: 2.4509 2022/06/26 02:36:03 - mmengine - INFO - Epoch(train) [54][1800/3757] lr: 8.009e-03 eta: 1 day, 10:43:02 time: 0.267 data_time: 0.009 memory: 5036 grad_norm: 5.0368 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8987 loss: 2.8987 2022/06/26 02:36:08 - mmengine - INFO - Epoch(train) [54][1820/3757] lr: 8.009e-03 eta: 1 day, 10:42:57 time: 0.243 data_time: 0.004 memory: 5036 grad_norm: 4.9941 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.8707 loss: 2.8707 2022/06/26 02:36:13 - mmengine - INFO - Epoch(train) [54][1840/3757] lr: 8.009e-03 eta: 1 day, 10:42:51 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 5.9044 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.7389 loss: 2.7389 2022/06/26 02:36:18 - mmengine - INFO - Epoch(train) [54][1860/3757] lr: 8.009e-03 eta: 1 day, 10:42:46 time: 0.278 data_time: 0.002 memory: 5036 grad_norm: 5.7059 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.8953 loss: 2.8953 2022/06/26 02:36:23 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 02:36:24 - mmengine - INFO - Epoch(train) [54][1880/3757] lr: 8.009e-03 eta: 1 day, 10:42:41 time: 0.255 data_time: 0.008 memory: 5036 grad_norm: 6.4326 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7896 loss: 2.7896 2022/06/26 02:36:29 - mmengine - INFO - Epoch(train) [54][1900/3757] lr: 8.009e-03 eta: 1 day, 10:42:36 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 6.5415 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8107 loss: 2.8107 2022/06/26 02:36:34 - mmengine - INFO - Epoch(train) [54][1920/3757] lr: 8.009e-03 eta: 1 day, 10:42:30 time: 0.244 data_time: 0.004 memory: 5036 grad_norm: 6.6184 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7542 loss: 2.7542 2022/06/26 02:36:39 - mmengine - INFO - Epoch(train) [54][1940/3757] lr: 8.009e-03 eta: 1 day, 10:42:25 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 6.2551 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0155 loss: 3.0155 2022/06/26 02:36:45 - mmengine - INFO - Epoch(train) [54][1960/3757] lr: 8.009e-03 eta: 1 day, 10:42:19 time: 0.263 data_time: 0.005 memory: 5036 grad_norm: 6.7553 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.8316 loss: 2.8316 2022/06/26 02:36:50 - mmengine - INFO - Epoch(train) [54][1980/3757] lr: 8.009e-03 eta: 1 day, 10:42:14 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 5.1957 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.4796 loss: 2.4796 2022/06/26 02:36:55 - mmengine - INFO - Epoch(train) [54][2000/3757] lr: 8.009e-03 eta: 1 day, 10:42:09 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 5.7328 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6425 loss: 2.6425 2022/06/26 02:37:00 - mmengine - INFO - Epoch(train) [54][2020/3757] lr: 8.009e-03 eta: 1 day, 10:42:04 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 6.1246 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9150 loss: 2.9150 2022/06/26 02:37:06 - mmengine - INFO - Epoch(train) [54][2040/3757] lr: 8.009e-03 eta: 1 day, 10:41:58 time: 0.268 data_time: 0.003 memory: 5036 grad_norm: 5.9142 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.6198 loss: 2.6198 2022/06/26 02:37:11 - mmengine - INFO - Epoch(train) [54][2060/3757] lr: 8.009e-03 eta: 1 day, 10:41:54 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 5.9890 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6358 loss: 2.6358 2022/06/26 02:37:16 - mmengine - INFO - Epoch(train) [54][2080/3757] lr: 8.009e-03 eta: 1 day, 10:41:48 time: 0.244 data_time: 0.003 memory: 5036 grad_norm: 6.2759 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.3362 loss: 2.3362 2022/06/26 02:37:22 - mmengine - INFO - Epoch(train) [54][2100/3757] lr: 8.009e-03 eta: 1 day, 10:41:43 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 5.1271 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9316 loss: 2.9316 2022/06/26 02:37:27 - mmengine - INFO - Epoch(train) [54][2120/3757] lr: 8.009e-03 eta: 1 day, 10:41:38 time: 0.267 data_time: 0.002 memory: 5036 grad_norm: 5.5966 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.3298 loss: 2.3298 2022/06/26 02:37:32 - mmengine - INFO - Epoch(train) [54][2140/3757] lr: 8.009e-03 eta: 1 day, 10:41:32 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 6.5839 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8681 loss: 2.8681 2022/06/26 02:37:38 - mmengine - INFO - Epoch(train) [54][2160/3757] lr: 8.009e-03 eta: 1 day, 10:41:27 time: 0.265 data_time: 0.004 memory: 5036 grad_norm: 6.3080 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5283 loss: 2.5283 2022/06/26 02:37:43 - mmengine - INFO - Epoch(train) [54][2180/3757] lr: 8.009e-03 eta: 1 day, 10:41:22 time: 0.253 data_time: 0.012 memory: 5036 grad_norm: 4.7715 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3550 loss: 2.3550 2022/06/26 02:37:48 - mmengine - INFO - Epoch(train) [54][2200/3757] lr: 8.009e-03 eta: 1 day, 10:41:17 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 5.2955 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6865 loss: 2.6865 2022/06/26 02:37:53 - mmengine - INFO - Epoch(train) [54][2220/3757] lr: 8.009e-03 eta: 1 day, 10:41:12 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 5.4513 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1877 loss: 3.1877 2022/06/26 02:37:59 - mmengine - INFO - Epoch(train) [54][2240/3757] lr: 8.009e-03 eta: 1 day, 10:41:07 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.3769 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2264 loss: 3.2264 2022/06/26 02:38:04 - mmengine - INFO - Epoch(train) [54][2260/3757] lr: 8.009e-03 eta: 1 day, 10:41:02 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 7.0110 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.6452 loss: 2.6452 2022/06/26 02:38:10 - mmengine - INFO - Epoch(train) [54][2280/3757] lr: 8.009e-03 eta: 1 day, 10:40:57 time: 0.256 data_time: 0.002 memory: 5036 grad_norm: 5.9764 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8859 loss: 2.8859 2022/06/26 02:38:15 - mmengine - INFO - Epoch(train) [54][2300/3757] lr: 8.009e-03 eta: 1 day, 10:40:51 time: 0.261 data_time: 0.002 memory: 5036 grad_norm: 5.9605 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.5410 loss: 2.5410 2022/06/26 02:38:20 - mmengine - INFO - Epoch(train) [54][2320/3757] lr: 8.009e-03 eta: 1 day, 10:40:47 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 5.1438 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7458 loss: 2.7458 2022/06/26 02:38:25 - mmengine - INFO - Epoch(train) [54][2340/3757] lr: 8.009e-03 eta: 1 day, 10:40:41 time: 0.244 data_time: 0.003 memory: 5036 grad_norm: 6.5408 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9730 loss: 2.9730 2022/06/26 02:38:31 - mmengine - INFO - Epoch(train) [54][2360/3757] lr: 8.009e-03 eta: 1 day, 10:40:35 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 6.4587 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8933 loss: 2.8933 2022/06/26 02:38:36 - mmengine - INFO - Epoch(train) [54][2380/3757] lr: 8.009e-03 eta: 1 day, 10:40:30 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 5.8724 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8665 loss: 2.8665 2022/06/26 02:38:41 - mmengine - INFO - Epoch(train) [54][2400/3757] lr: 8.009e-03 eta: 1 day, 10:40:25 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 5.6307 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9596 loss: 2.9596 2022/06/26 02:38:46 - mmengine - INFO - Epoch(train) [54][2420/3757] lr: 8.009e-03 eta: 1 day, 10:40:19 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 5.8602 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8689 loss: 2.8689 2022/06/26 02:38:51 - mmengine - INFO - Epoch(train) [54][2440/3757] lr: 8.009e-03 eta: 1 day, 10:40:13 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 6.2601 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.0946 loss: 3.0946 2022/06/26 02:38:56 - mmengine - INFO - Epoch(train) [54][2460/3757] lr: 8.009e-03 eta: 1 day, 10:40:08 time: 0.255 data_time: 0.005 memory: 5036 grad_norm: 6.1239 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.8122 loss: 2.8122 2022/06/26 02:39:02 - mmengine - INFO - Epoch(train) [54][2480/3757] lr: 8.009e-03 eta: 1 day, 10:40:03 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 5.7457 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.7890 loss: 2.7890 2022/06/26 02:39:07 - mmengine - INFO - Epoch(train) [54][2500/3757] lr: 8.009e-03 eta: 1 day, 10:39:57 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 6.1409 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5549 loss: 2.5549 2022/06/26 02:39:12 - mmengine - INFO - Epoch(train) [54][2520/3757] lr: 8.009e-03 eta: 1 day, 10:39:52 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 5.6082 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.8805 loss: 2.8805 2022/06/26 02:39:17 - mmengine - INFO - Epoch(train) [54][2540/3757] lr: 8.009e-03 eta: 1 day, 10:39:46 time: 0.254 data_time: 0.012 memory: 5036 grad_norm: 6.3081 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.5007 loss: 2.5007 2022/06/26 02:39:22 - mmengine - INFO - Epoch(train) [54][2560/3757] lr: 8.009e-03 eta: 1 day, 10:39:40 time: 0.252 data_time: 0.015 memory: 5036 grad_norm: 6.6952 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6872 loss: 2.6872 2022/06/26 02:39:27 - mmengine - INFO - Epoch(train) [54][2580/3757] lr: 8.009e-03 eta: 1 day, 10:39:35 time: 0.257 data_time: 0.011 memory: 5036 grad_norm: 6.8469 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4717 loss: 2.4717 2022/06/26 02:39:33 - mmengine - INFO - Epoch(train) [54][2600/3757] lr: 8.009e-03 eta: 1 day, 10:39:30 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.5012 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6196 loss: 2.6196 2022/06/26 02:39:38 - mmengine - INFO - Epoch(train) [54][2620/3757] lr: 8.009e-03 eta: 1 day, 10:39:24 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 5.8720 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.0038 loss: 2.0038 2022/06/26 02:39:43 - mmengine - INFO - Epoch(train) [54][2640/3757] lr: 8.009e-03 eta: 1 day, 10:39:19 time: 0.249 data_time: 0.012 memory: 5036 grad_norm: 5.5812 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.5823 loss: 2.5823 2022/06/26 02:39:48 - mmengine - INFO - Epoch(train) [54][2660/3757] lr: 8.009e-03 eta: 1 day, 10:39:14 time: 0.247 data_time: 0.006 memory: 5036 grad_norm: 6.1801 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.5834 loss: 2.5834 2022/06/26 02:39:53 - mmengine - INFO - Epoch(train) [54][2680/3757] lr: 8.009e-03 eta: 1 day, 10:39:08 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 6.9451 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.9189 loss: 2.9189 2022/06/26 02:39:59 - mmengine - INFO - Epoch(train) [54][2700/3757] lr: 8.009e-03 eta: 1 day, 10:39:03 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 5.9238 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9537 loss: 2.9537 2022/06/26 02:40:04 - mmengine - INFO - Epoch(train) [54][2720/3757] lr: 8.009e-03 eta: 1 day, 10:38:57 time: 0.251 data_time: 0.012 memory: 5036 grad_norm: 6.3551 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.4986 loss: 3.4986 2022/06/26 02:40:09 - mmengine - INFO - Epoch(train) [54][2740/3757] lr: 8.009e-03 eta: 1 day, 10:38:52 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 4.9140 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.6157 loss: 2.6157 2022/06/26 02:40:14 - mmengine - INFO - Epoch(train) [54][2760/3757] lr: 8.009e-03 eta: 1 day, 10:38:46 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 6.9080 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.8370 loss: 2.8370 2022/06/26 02:40:20 - mmengine - INFO - Epoch(train) [54][2780/3757] lr: 8.009e-03 eta: 1 day, 10:38:41 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 6.3816 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0280 loss: 3.0280 2022/06/26 02:40:25 - mmengine - INFO - Epoch(train) [54][2800/3757] lr: 8.009e-03 eta: 1 day, 10:38:35 time: 0.249 data_time: 0.011 memory: 5036 grad_norm: 6.2125 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1910 loss: 3.1910 2022/06/26 02:40:30 - mmengine - INFO - Epoch(train) [54][2820/3757] lr: 8.009e-03 eta: 1 day, 10:38:30 time: 0.249 data_time: 0.011 memory: 5036 grad_norm: 6.1432 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9937 loss: 2.9937 2022/06/26 02:40:35 - mmengine - INFO - Epoch(train) [54][2840/3757] lr: 8.009e-03 eta: 1 day, 10:38:25 time: 0.253 data_time: 0.005 memory: 5036 grad_norm: 5.7626 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.7939 loss: 2.7939 2022/06/26 02:40:40 - mmengine - INFO - Epoch(train) [54][2860/3757] lr: 8.009e-03 eta: 1 day, 10:38:19 time: 0.244 data_time: 0.003 memory: 5036 grad_norm: 5.7223 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3114 loss: 2.3114 2022/06/26 02:40:45 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 02:40:46 - mmengine - INFO - Epoch(train) [54][2880/3757] lr: 8.009e-03 eta: 1 day, 10:38:14 time: 0.253 data_time: 0.014 memory: 5036 grad_norm: 6.2253 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7655 loss: 2.7655 2022/06/26 02:40:51 - mmengine - INFO - Epoch(train) [54][2900/3757] lr: 8.009e-03 eta: 1 day, 10:38:09 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 5.4258 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.0315 loss: 3.0315 2022/06/26 02:40:56 - mmengine - INFO - Epoch(train) [54][2920/3757] lr: 8.009e-03 eta: 1 day, 10:38:04 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 5.9451 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.9623 loss: 2.9623 2022/06/26 02:41:02 - mmengine - INFO - Epoch(train) [54][2940/3757] lr: 8.009e-03 eta: 1 day, 10:37:59 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 6.3331 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8464 loss: 2.8464 2022/06/26 02:41:07 - mmengine - INFO - Epoch(train) [54][2960/3757] lr: 8.009e-03 eta: 1 day, 10:37:54 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 7.0053 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.7979 loss: 2.7979 2022/06/26 02:41:12 - mmengine - INFO - Epoch(train) [54][2980/3757] lr: 8.009e-03 eta: 1 day, 10:37:49 time: 0.262 data_time: 0.024 memory: 5036 grad_norm: 6.9474 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.8677 loss: 2.8677 2022/06/26 02:41:18 - mmengine - INFO - Epoch(train) [54][3000/3757] lr: 8.009e-03 eta: 1 day, 10:37:44 time: 0.276 data_time: 0.003 memory: 5036 grad_norm: 7.5798 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.8084 loss: 2.8084 2022/06/26 02:41:23 - mmengine - INFO - Epoch(train) [54][3020/3757] lr: 8.009e-03 eta: 1 day, 10:37:38 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 8.9614 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6041 loss: 2.6041 2022/06/26 02:41:28 - mmengine - INFO - Epoch(train) [54][3040/3757] lr: 8.009e-03 eta: 1 day, 10:37:34 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 11.4244 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.4391 loss: 2.4391 2022/06/26 02:41:34 - mmengine - INFO - Epoch(train) [54][3060/3757] lr: 8.009e-03 eta: 1 day, 10:37:28 time: 0.262 data_time: 0.023 memory: 5036 grad_norm: 6.1973 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6725 loss: 2.6725 2022/06/26 02:41:39 - mmengine - INFO - Epoch(train) [54][3080/3757] lr: 8.009e-03 eta: 1 day, 10:37:23 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 5.2792 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9972 loss: 2.9972 2022/06/26 02:41:44 - mmengine - INFO - Epoch(train) [54][3100/3757] lr: 8.009e-03 eta: 1 day, 10:37:18 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 5.7271 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.5745 loss: 2.5745 2022/06/26 02:41:50 - mmengine - INFO - Epoch(train) [54][3120/3757] lr: 8.009e-03 eta: 1 day, 10:37:13 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 6.8478 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7567 loss: 2.7567 2022/06/26 02:41:55 - mmengine - INFO - Epoch(train) [54][3140/3757] lr: 8.009e-03 eta: 1 day, 10:37:07 time: 0.247 data_time: 0.005 memory: 5036 grad_norm: 5.8335 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7164 loss: 2.7164 2022/06/26 02:42:00 - mmengine - INFO - Epoch(train) [54][3160/3757] lr: 8.009e-03 eta: 1 day, 10:37:02 time: 0.257 data_time: 0.004 memory: 5036 grad_norm: 6.1786 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7228 loss: 2.7228 2022/06/26 02:42:06 - mmengine - INFO - Epoch(train) [54][3180/3757] lr: 8.009e-03 eta: 1 day, 10:36:58 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 5.8882 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9940 loss: 2.9940 2022/06/26 02:42:11 - mmengine - INFO - Epoch(train) [54][3200/3757] lr: 8.009e-03 eta: 1 day, 10:36:52 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.0834 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5952 loss: 2.5952 2022/06/26 02:42:16 - mmengine - INFO - Epoch(train) [54][3220/3757] lr: 8.009e-03 eta: 1 day, 10:36:47 time: 0.248 data_time: 0.011 memory: 5036 grad_norm: 6.5619 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7543 loss: 2.7543 2022/06/26 02:42:22 - mmengine - INFO - Epoch(train) [54][3240/3757] lr: 8.009e-03 eta: 1 day, 10:36:43 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 6.0680 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5456 loss: 2.5456 2022/06/26 02:42:27 - mmengine - INFO - Epoch(train) [54][3260/3757] lr: 8.009e-03 eta: 1 day, 10:36:37 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.3026 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 3.0100 loss: 3.0100 2022/06/26 02:42:32 - mmengine - INFO - Epoch(train) [54][3280/3757] lr: 8.009e-03 eta: 1 day, 10:36:32 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 6.3002 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3705 loss: 2.3705 2022/06/26 02:42:38 - mmengine - INFO - Epoch(train) [54][3300/3757] lr: 8.009e-03 eta: 1 day, 10:36:27 time: 0.493 data_time: 0.008 memory: 5036 grad_norm: 6.2778 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7693 loss: 2.7693 2022/06/26 02:42:43 - mmengine - INFO - Epoch(train) [54][3320/3757] lr: 8.009e-03 eta: 1 day, 10:36:22 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 6.6173 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8282 loss: 2.8282 2022/06/26 02:42:48 - mmengine - INFO - Epoch(train) [54][3340/3757] lr: 8.009e-03 eta: 1 day, 10:36:16 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 5.9859 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9790 loss: 2.9790 2022/06/26 02:42:54 - mmengine - INFO - Epoch(train) [54][3360/3757] lr: 8.009e-03 eta: 1 day, 10:36:11 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.1440 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.1806 loss: 3.1806 2022/06/26 02:42:59 - mmengine - INFO - Epoch(train) [54][3380/3757] lr: 8.009e-03 eta: 1 day, 10:36:06 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 5.8326 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.6825 loss: 2.6825 2022/06/26 02:43:04 - mmengine - INFO - Epoch(train) [54][3400/3757] lr: 8.009e-03 eta: 1 day, 10:36:00 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 5.0091 top1_acc: 0.1250 top5_acc: 0.8750 loss_cls: 2.8387 loss: 2.8387 2022/06/26 02:43:09 - mmengine - INFO - Epoch(train) [54][3420/3757] lr: 8.009e-03 eta: 1 day, 10:35:55 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 5.2587 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.5221 loss: 2.5221 2022/06/26 02:43:14 - mmengine - INFO - Epoch(train) [54][3440/3757] lr: 8.009e-03 eta: 1 day, 10:35:49 time: 0.259 data_time: 0.016 memory: 5036 grad_norm: 6.3248 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.9842 loss: 2.9842 2022/06/26 02:43:19 - mmengine - INFO - Epoch(train) [54][3460/3757] lr: 8.009e-03 eta: 1 day, 10:35:44 time: 0.249 data_time: 0.008 memory: 5036 grad_norm: 6.2711 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 3.1504 loss: 3.1504 2022/06/26 02:43:25 - mmengine - INFO - Epoch(train) [54][3480/3757] lr: 8.009e-03 eta: 1 day, 10:35:38 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 5.9590 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3945 loss: 2.3945 2022/06/26 02:43:30 - mmengine - INFO - Epoch(train) [54][3500/3757] lr: 8.009e-03 eta: 1 day, 10:35:33 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.2230 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6226 loss: 2.6226 2022/06/26 02:43:35 - mmengine - INFO - Epoch(train) [54][3520/3757] lr: 8.009e-03 eta: 1 day, 10:35:27 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 6.6927 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.6703 loss: 2.6703 2022/06/26 02:43:41 - mmengine - INFO - Epoch(train) [54][3540/3757] lr: 8.009e-03 eta: 1 day, 10:35:23 time: 0.259 data_time: 0.016 memory: 5036 grad_norm: 6.2715 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9099 loss: 2.9099 2022/06/26 02:43:46 - mmengine - INFO - Epoch(train) [54][3560/3757] lr: 8.009e-03 eta: 1 day, 10:35:17 time: 0.255 data_time: 0.010 memory: 5036 grad_norm: 5.2465 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6400 loss: 2.6400 2022/06/26 02:43:51 - mmengine - INFO - Epoch(train) [54][3580/3757] lr: 8.009e-03 eta: 1 day, 10:35:12 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 6.4737 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.8845 loss: 2.8845 2022/06/26 02:43:56 - mmengine - INFO - Epoch(train) [54][3600/3757] lr: 8.009e-03 eta: 1 day, 10:35:07 time: 0.253 data_time: 0.010 memory: 5036 grad_norm: 5.4827 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8600 loss: 2.8600 2022/06/26 02:44:02 - mmengine - INFO - Epoch(train) [54][3620/3757] lr: 8.009e-03 eta: 1 day, 10:35:02 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 5.7939 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.9289 loss: 2.9289 2022/06/26 02:44:07 - mmengine - INFO - Epoch(train) [54][3640/3757] lr: 8.009e-03 eta: 1 day, 10:34:56 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 5.3030 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.5629 loss: 2.5629 2022/06/26 02:44:12 - mmengine - INFO - Epoch(train) [54][3660/3757] lr: 8.009e-03 eta: 1 day, 10:34:51 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 6.3910 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9638 loss: 2.9638 2022/06/26 02:44:17 - mmengine - INFO - Epoch(train) [54][3680/3757] lr: 8.009e-03 eta: 1 day, 10:34:45 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 5.3146 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.8472 loss: 2.8472 2022/06/26 02:44:22 - mmengine - INFO - Epoch(train) [54][3700/3757] lr: 8.009e-03 eta: 1 day, 10:34:40 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 5.3285 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.8459 loss: 2.8459 2022/06/26 02:44:28 - mmengine - INFO - Epoch(train) [54][3720/3757] lr: 8.009e-03 eta: 1 day, 10:34:34 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 5.8476 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7801 loss: 2.7801 2022/06/26 02:44:33 - mmengine - INFO - Epoch(train) [54][3740/3757] lr: 8.009e-03 eta: 1 day, 10:34:29 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 6.1042 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.6787 loss: 2.6787 2022/06/26 02:44:37 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 02:44:37 - mmengine - INFO - Saving checkpoint at 54 epochs 2022/06/26 02:44:50 - mmengine - INFO - Epoch(val) [54][20/310] eta: 0:01:46 time: 0.103 data_time: 0.001 memory: 5036 2022/06/26 02:44:54 - mmengine - INFO - Epoch(val) [54][40/310] eta: 0:01:32 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 02:44:59 - mmengine - INFO - Epoch(val) [54][60/310] eta: 0:00:25 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 02:45:04 - mmengine - INFO - Epoch(val) [54][80/310] eta: 0:00:24 time: 0.108 data_time: 0.001 memory: 1723 2022/06/26 02:45:11 - mmengine - INFO - Epoch(val) [54][100/310] eta: 0:01:17 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 02:45:16 - mmengine - INFO - Epoch(val) [54][120/310] eta: 0:01:08 time: 0.110 data_time: 0.008 memory: 1723 2022/06/26 02:45:21 - mmengine - INFO - Epoch(val) [54][140/310] eta: 0:00:23 time: 0.108 data_time: 0.001 memory: 1723 2022/06/26 02:45:25 - mmengine - INFO - Epoch(val) [54][160/310] eta: 0:00:15 time: 0.108 data_time: 0.001 memory: 1723 2022/06/26 02:45:32 - mmengine - INFO - Epoch(val) [54][180/310] eta: 0:00:45 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 02:45:37 - mmengine - INFO - Epoch(val) [54][200/310] eta: 0:00:38 time: 0.109 data_time: 0.007 memory: 1723 2022/06/26 02:45:42 - mmengine - INFO - Epoch(val) [54][220/310] eta: 0:00:19 time: 0.108 data_time: 0.002 memory: 1723 2022/06/26 02:45:46 - mmengine - INFO - Epoch(val) [54][240/310] eta: 0:00:07 time: 0.108 data_time: 0.001 memory: 1723 2022/06/26 02:45:54 - mmengine - INFO - Epoch(val) [54][260/310] eta: 0:00:18 time: 0.105 data_time: 0.002 memory: 1723 2022/06/26 02:45:58 - mmengine - INFO - Epoch(val) [54][280/310] eta: 0:00:08 time: 0.111 data_time: 0.001 memory: 1723 2022/06/26 02:46:00 - mmengine - INFO - Epoch(val) [54][300/310] eta: 0:00:01 time: 0.097 data_time: 0.001 memory: 1723 2022/06/26 02:46:02 - mmengine - INFO - Epoch(val) [54][310/310] acc/top1: 0.4573 acc/top5: 0.7158 acc/mean1: 0.4572 2022/06/26 02:46:12 - mmengine - INFO - Epoch(train) [55][20/3757] lr: 7.939e-03 eta: 1 day, 10:34:25 time: 0.268 data_time: 0.002 memory: 5036 grad_norm: 5.3179 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6030 loss: 2.6030 2022/06/26 02:46:17 - mmengine - INFO - Epoch(train) [55][40/3757] lr: 7.939e-03 eta: 1 day, 10:34:19 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 6.0502 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7150 loss: 2.7150 2022/06/26 02:46:22 - mmengine - INFO - Epoch(train) [55][60/3757] lr: 7.939e-03 eta: 1 day, 10:34:14 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 6.7989 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6770 loss: 2.6770 2022/06/26 02:46:28 - mmengine - INFO - Epoch(train) [55][80/3757] lr: 7.939e-03 eta: 1 day, 10:34:09 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 6.1863 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8607 loss: 2.8607 2022/06/26 02:46:33 - mmengine - INFO - Epoch(train) [55][100/3757] lr: 7.939e-03 eta: 1 day, 10:34:05 time: 0.258 data_time: 0.019 memory: 5036 grad_norm: 5.8807 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.9927 loss: 2.9927 2022/06/26 02:46:38 - mmengine - INFO - Epoch(train) [55][120/3757] lr: 7.939e-03 eta: 1 day, 10:33:59 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 5.9677 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9880 loss: 2.9880 2022/06/26 02:46:39 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 02:46:44 - mmengine - INFO - Epoch(train) [55][140/3757] lr: 7.939e-03 eta: 1 day, 10:33:54 time: 0.245 data_time: 0.003 memory: 5036 grad_norm: 5.0899 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4404 loss: 2.4404 2022/06/26 02:46:49 - mmengine - INFO - Epoch(train) [55][160/3757] lr: 7.939e-03 eta: 1 day, 10:33:49 time: 0.267 data_time: 0.023 memory: 5036 grad_norm: 6.1002 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7728 loss: 2.7728 2022/06/26 02:46:55 - mmengine - INFO - Epoch(train) [55][180/3757] lr: 7.939e-03 eta: 1 day, 10:33:44 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 5.9282 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7771 loss: 2.7771 2022/06/26 02:47:00 - mmengine - INFO - Epoch(train) [55][200/3757] lr: 7.939e-03 eta: 1 day, 10:33:40 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.5368 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.4762 loss: 2.4762 2022/06/26 02:47:05 - mmengine - INFO - Epoch(train) [55][220/3757] lr: 7.939e-03 eta: 1 day, 10:33:34 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 5.9261 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6655 loss: 2.6655 2022/06/26 02:47:11 - mmengine - INFO - Epoch(train) [55][240/3757] lr: 7.939e-03 eta: 1 day, 10:33:29 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 5.5975 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4539 loss: 2.4539 2022/06/26 02:47:16 - mmengine - INFO - Epoch(train) [55][260/3757] lr: 7.939e-03 eta: 1 day, 10:33:24 time: 0.266 data_time: 0.003 memory: 5036 grad_norm: 5.7734 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0002 loss: 3.0002 2022/06/26 02:47:21 - mmengine - INFO - Epoch(train) [55][280/3757] lr: 7.939e-03 eta: 1 day, 10:33:19 time: 0.244 data_time: 0.003 memory: 5036 grad_norm: 5.4942 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.7368 loss: 2.7368 2022/06/26 02:47:26 - mmengine - INFO - Epoch(train) [55][300/3757] lr: 7.939e-03 eta: 1 day, 10:33:13 time: 0.265 data_time: 0.004 memory: 5036 grad_norm: 5.6394 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.2749 loss: 2.2749 2022/06/26 02:47:32 - mmengine - INFO - Epoch(train) [55][320/3757] lr: 7.939e-03 eta: 1 day, 10:33:08 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 5.8408 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.3153 loss: 3.3153 2022/06/26 02:47:37 - mmengine - INFO - Epoch(train) [55][340/3757] lr: 7.939e-03 eta: 1 day, 10:33:04 time: 0.278 data_time: 0.003 memory: 5036 grad_norm: 6.2209 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5925 loss: 2.5925 2022/06/26 02:47:42 - mmengine - INFO - Epoch(train) [55][360/3757] lr: 7.939e-03 eta: 1 day, 10:32:58 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 5.6959 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6008 loss: 2.6008 2022/06/26 02:47:48 - mmengine - INFO - Epoch(train) [55][380/3757] lr: 7.939e-03 eta: 1 day, 10:32:53 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 6.8169 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8845 loss: 2.8845 2022/06/26 02:47:53 - mmengine - INFO - Epoch(train) [55][400/3757] lr: 7.939e-03 eta: 1 day, 10:32:47 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 6.7713 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9170 loss: 2.9170 2022/06/26 02:47:58 - mmengine - INFO - Epoch(train) [55][420/3757] lr: 7.939e-03 eta: 1 day, 10:32:42 time: 0.279 data_time: 0.002 memory: 5036 grad_norm: 4.7921 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8361 loss: 2.8361 2022/06/26 02:48:03 - mmengine - INFO - Epoch(train) [55][440/3757] lr: 7.939e-03 eta: 1 day, 10:32:36 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 6.1214 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.7749 loss: 2.7749 2022/06/26 02:48:09 - mmengine - INFO - Epoch(train) [55][460/3757] lr: 7.939e-03 eta: 1 day, 10:32:31 time: 0.258 data_time: 0.002 memory: 5036 grad_norm: 6.5098 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4430 loss: 2.4430 2022/06/26 02:48:14 - mmengine - INFO - Epoch(train) [55][480/3757] lr: 7.939e-03 eta: 1 day, 10:32:26 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 6.3398 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4845 loss: 2.4845 2022/06/26 02:48:19 - mmengine - INFO - Epoch(train) [55][500/3757] lr: 7.939e-03 eta: 1 day, 10:32:21 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 5.5333 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5174 loss: 2.5174 2022/06/26 02:48:24 - mmengine - INFO - Epoch(train) [55][520/3757] lr: 7.939e-03 eta: 1 day, 10:32:15 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 5.4398 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5860 loss: 2.5860 2022/06/26 02:48:29 - mmengine - INFO - Epoch(train) [55][540/3757] lr: 7.939e-03 eta: 1 day, 10:32:10 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 5.7007 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.2327 loss: 3.2327 2022/06/26 02:48:35 - mmengine - INFO - Epoch(train) [55][560/3757] lr: 7.939e-03 eta: 1 day, 10:32:04 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 6.1503 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.4500 loss: 3.4500 2022/06/26 02:48:40 - mmengine - INFO - Epoch(train) [55][580/3757] lr: 7.939e-03 eta: 1 day, 10:31:59 time: 0.250 data_time: 0.004 memory: 5036 grad_norm: 6.0885 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.8738 loss: 2.8738 2022/06/26 02:48:45 - mmengine - INFO - Epoch(train) [55][600/3757] lr: 7.939e-03 eta: 1 day, 10:31:53 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 5.8510 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7512 loss: 2.7512 2022/06/26 02:48:50 - mmengine - INFO - Epoch(train) [55][620/3757] lr: 7.939e-03 eta: 1 day, 10:31:48 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 6.4030 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.6992 loss: 2.6992 2022/06/26 02:48:55 - mmengine - INFO - Epoch(train) [55][640/3757] lr: 7.939e-03 eta: 1 day, 10:31:43 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 6.3258 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5774 loss: 2.5774 2022/06/26 02:49:01 - mmengine - INFO - Epoch(train) [55][660/3757] lr: 7.939e-03 eta: 1 day, 10:31:38 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 6.5153 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6069 loss: 2.6069 2022/06/26 02:49:06 - mmengine - INFO - Epoch(train) [55][680/3757] lr: 7.939e-03 eta: 1 day, 10:31:32 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 5.3259 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.7601 loss: 2.7601 2022/06/26 02:49:11 - mmengine - INFO - Epoch(train) [55][700/3757] lr: 7.939e-03 eta: 1 day, 10:31:27 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 5.8865 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8437 loss: 2.8437 2022/06/26 02:49:17 - mmengine - INFO - Epoch(train) [55][720/3757] lr: 7.939e-03 eta: 1 day, 10:31:22 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 6.3582 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3826 loss: 2.3826 2022/06/26 02:49:22 - mmengine - INFO - Epoch(train) [55][740/3757] lr: 7.939e-03 eta: 1 day, 10:31:17 time: 0.259 data_time: 0.002 memory: 5036 grad_norm: 6.5680 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.9027 loss: 2.9027 2022/06/26 02:49:27 - mmengine - INFO - Epoch(train) [55][760/3757] lr: 7.939e-03 eta: 1 day, 10:31:11 time: 0.245 data_time: 0.003 memory: 5036 grad_norm: 6.0190 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2142 loss: 3.2142 2022/06/26 02:49:32 - mmengine - INFO - Epoch(train) [55][780/3757] lr: 7.939e-03 eta: 1 day, 10:31:06 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 5.6585 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5457 loss: 2.5457 2022/06/26 02:49:38 - mmengine - INFO - Epoch(train) [55][800/3757] lr: 7.939e-03 eta: 1 day, 10:31:01 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 5.6470 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7522 loss: 2.7522 2022/06/26 02:49:43 - mmengine - INFO - Epoch(train) [55][820/3757] lr: 7.939e-03 eta: 1 day, 10:30:55 time: 0.262 data_time: 0.002 memory: 5036 grad_norm: 6.0621 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4633 loss: 2.4633 2022/06/26 02:49:48 - mmengine - INFO - Epoch(train) [55][840/3757] lr: 7.939e-03 eta: 1 day, 10:30:50 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 5.7894 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.8739 loss: 2.8739 2022/06/26 02:49:53 - mmengine - INFO - Epoch(train) [55][860/3757] lr: 7.939e-03 eta: 1 day, 10:30:44 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 5.5845 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7059 loss: 2.7059 2022/06/26 02:49:58 - mmengine - INFO - Epoch(train) [55][880/3757] lr: 7.939e-03 eta: 1 day, 10:30:39 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.5467 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.3508 loss: 2.3508 2022/06/26 02:50:04 - mmengine - INFO - Epoch(train) [55][900/3757] lr: 7.939e-03 eta: 1 day, 10:30:34 time: 0.268 data_time: 0.003 memory: 5036 grad_norm: 6.0433 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7017 loss: 2.7017 2022/06/26 02:50:09 - mmengine - INFO - Epoch(train) [55][920/3757] lr: 7.939e-03 eta: 1 day, 10:30:29 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 6.3552 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4187 loss: 2.4187 2022/06/26 02:50:14 - mmengine - INFO - Epoch(train) [55][940/3757] lr: 7.939e-03 eta: 1 day, 10:30:24 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.1565 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6288 loss: 2.6288 2022/06/26 02:50:20 - mmengine - INFO - Epoch(train) [55][960/3757] lr: 7.939e-03 eta: 1 day, 10:30:19 time: 0.262 data_time: 0.002 memory: 5036 grad_norm: 6.2319 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1904 loss: 3.1904 2022/06/26 02:50:25 - mmengine - INFO - Epoch(train) [55][980/3757] lr: 7.939e-03 eta: 1 day, 10:30:13 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 7.8860 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.2631 loss: 3.2631 2022/06/26 02:50:30 - mmengine - INFO - Epoch(train) [55][1000/3757] lr: 7.939e-03 eta: 1 day, 10:30:08 time: 0.248 data_time: 0.004 memory: 5036 grad_norm: 5.9968 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.9117 loss: 2.9117 2022/06/26 02:50:36 - mmengine - INFO - Epoch(train) [55][1020/3757] lr: 7.939e-03 eta: 1 day, 10:30:03 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 5.4256 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.7175 loss: 2.7175 2022/06/26 02:50:41 - mmengine - INFO - Epoch(train) [55][1040/3757] lr: 7.939e-03 eta: 1 day, 10:29:57 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 5.8288 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6098 loss: 2.6098 2022/06/26 02:50:46 - mmengine - INFO - Epoch(train) [55][1060/3757] lr: 7.939e-03 eta: 1 day, 10:29:52 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 4.9180 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.8507 loss: 2.8507 2022/06/26 02:50:52 - mmengine - INFO - Epoch(train) [55][1080/3757] lr: 7.939e-03 eta: 1 day, 10:29:47 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 6.6422 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.7065 loss: 2.7065 2022/06/26 02:50:57 - mmengine - INFO - Epoch(train) [55][1100/3757] lr: 7.939e-03 eta: 1 day, 10:29:42 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 5.4054 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1312 loss: 3.1312 2022/06/26 02:51:02 - mmengine - INFO - Epoch(train) [55][1120/3757] lr: 7.939e-03 eta: 1 day, 10:29:37 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 6.1995 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4095 loss: 2.4095 2022/06/26 02:51:03 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 02:51:07 - mmengine - INFO - Epoch(train) [55][1140/3757] lr: 7.939e-03 eta: 1 day, 10:29:31 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 6.1436 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6809 loss: 2.6809 2022/06/26 02:51:13 - mmengine - INFO - Epoch(train) [55][1160/3757] lr: 7.939e-03 eta: 1 day, 10:29:26 time: 0.246 data_time: 0.006 memory: 5036 grad_norm: 7.0886 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.0640 loss: 3.0640 2022/06/26 02:51:18 - mmengine - INFO - Epoch(train) [55][1180/3757] lr: 7.939e-03 eta: 1 day, 10:29:21 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 5.9710 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8822 loss: 2.8822 2022/06/26 02:51:23 - mmengine - INFO - Epoch(train) [55][1200/3757] lr: 7.939e-03 eta: 1 day, 10:29:15 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 6.1327 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.8911 loss: 2.8911 2022/06/26 02:51:28 - mmengine - INFO - Epoch(train) [55][1220/3757] lr: 7.939e-03 eta: 1 day, 10:29:10 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.3643 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8134 loss: 2.8134 2022/06/26 02:51:34 - mmengine - INFO - Epoch(train) [55][1240/3757] lr: 7.939e-03 eta: 1 day, 10:29:05 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 6.3022 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.7600 loss: 2.7600 2022/06/26 02:51:39 - mmengine - INFO - Epoch(train) [55][1260/3757] lr: 7.939e-03 eta: 1 day, 10:29:00 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 5.9567 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6655 loss: 2.6655 2022/06/26 02:51:44 - mmengine - INFO - Epoch(train) [55][1280/3757] lr: 7.939e-03 eta: 1 day, 10:28:54 time: 0.255 data_time: 0.008 memory: 5036 grad_norm: 6.1230 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 3.0558 loss: 3.0558 2022/06/26 02:51:49 - mmengine - INFO - Epoch(train) [55][1300/3757] lr: 7.939e-03 eta: 1 day, 10:28:48 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 5.6558 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.5011 loss: 2.5011 2022/06/26 02:51:54 - mmengine - INFO - Epoch(train) [55][1320/3757] lr: 7.939e-03 eta: 1 day, 10:28:43 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 5.7852 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.5765 loss: 2.5765 2022/06/26 02:52:00 - mmengine - INFO - Epoch(train) [55][1340/3757] lr: 7.939e-03 eta: 1 day, 10:28:38 time: 0.252 data_time: 0.005 memory: 5036 grad_norm: 5.8393 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.8579 loss: 2.8579 2022/06/26 02:52:05 - mmengine - INFO - Epoch(train) [55][1360/3757] lr: 7.939e-03 eta: 1 day, 10:28:33 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 5.8447 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3843 loss: 2.3843 2022/06/26 02:52:10 - mmengine - INFO - Epoch(train) [55][1380/3757] lr: 7.939e-03 eta: 1 day, 10:28:27 time: 0.265 data_time: 0.006 memory: 5036 grad_norm: 6.0728 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4382 loss: 2.4382 2022/06/26 02:52:15 - mmengine - INFO - Epoch(train) [55][1400/3757] lr: 7.939e-03 eta: 1 day, 10:28:22 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 6.4266 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.8213 loss: 2.8213 2022/06/26 02:52:21 - mmengine - INFO - Epoch(train) [55][1420/3757] lr: 7.939e-03 eta: 1 day, 10:28:17 time: 0.252 data_time: 0.008 memory: 5036 grad_norm: 6.0603 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9760 loss: 2.9760 2022/06/26 02:52:26 - mmengine - INFO - Epoch(train) [55][1440/3757] lr: 7.939e-03 eta: 1 day, 10:28:11 time: 0.248 data_time: 0.009 memory: 5036 grad_norm: 6.1327 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2279 loss: 3.2279 2022/06/26 02:52:31 - mmengine - INFO - Epoch(train) [55][1460/3757] lr: 7.939e-03 eta: 1 day, 10:28:05 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 5.4442 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1927 loss: 3.1927 2022/06/26 02:52:36 - mmengine - INFO - Epoch(train) [55][1480/3757] lr: 7.939e-03 eta: 1 day, 10:28:00 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 6.4878 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2426 loss: 3.2426 2022/06/26 02:52:42 - mmengine - INFO - Epoch(train) [55][1500/3757] lr: 7.939e-03 eta: 1 day, 10:27:55 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 5.7989 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6648 loss: 2.6648 2022/06/26 02:52:47 - mmengine - INFO - Epoch(train) [55][1520/3757] lr: 7.939e-03 eta: 1 day, 10:27:50 time: 0.255 data_time: 0.008 memory: 5036 grad_norm: 6.3161 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7569 loss: 2.7569 2022/06/26 02:52:52 - mmengine - INFO - Epoch(train) [55][1540/3757] lr: 7.939e-03 eta: 1 day, 10:27:44 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 5.8588 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.7056 loss: 2.7056 2022/06/26 02:52:57 - mmengine - INFO - Epoch(train) [55][1560/3757] lr: 7.939e-03 eta: 1 day, 10:27:39 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 6.4925 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.0062 loss: 3.0062 2022/06/26 02:53:03 - mmengine - INFO - Epoch(train) [55][1580/3757] lr: 7.939e-03 eta: 1 day, 10:27:34 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.7216 top1_acc: 0.1250 top5_acc: 0.8750 loss_cls: 2.8422 loss: 2.8422 2022/06/26 02:53:08 - mmengine - INFO - Epoch(train) [55][1600/3757] lr: 7.939e-03 eta: 1 day, 10:27:28 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 6.0051 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.8517 loss: 2.8517 2022/06/26 02:53:13 - mmengine - INFO - Epoch(train) [55][1620/3757] lr: 7.939e-03 eta: 1 day, 10:27:23 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 5.7785 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.9217 loss: 2.9217 2022/06/26 02:53:18 - mmengine - INFO - Epoch(train) [55][1640/3757] lr: 7.939e-03 eta: 1 day, 10:27:17 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 5.3096 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.2790 loss: 2.2790 2022/06/26 02:53:23 - mmengine - INFO - Epoch(train) [55][1660/3757] lr: 7.939e-03 eta: 1 day, 10:27:12 time: 0.258 data_time: 0.002 memory: 5036 grad_norm: 6.0078 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.3712 loss: 2.3712 2022/06/26 02:53:28 - mmengine - INFO - Epoch(train) [55][1680/3757] lr: 7.939e-03 eta: 1 day, 10:27:06 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 5.7449 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.7092 loss: 2.7092 2022/06/26 02:53:34 - mmengine - INFO - Epoch(train) [55][1700/3757] lr: 7.939e-03 eta: 1 day, 10:27:01 time: 0.249 data_time: 0.005 memory: 5036 grad_norm: 5.9241 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0254 loss: 3.0254 2022/06/26 02:53:39 - mmengine - INFO - Epoch(train) [55][1720/3757] lr: 7.939e-03 eta: 1 day, 10:26:55 time: 0.257 data_time: 0.004 memory: 5036 grad_norm: 4.9350 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.8864 loss: 2.8864 2022/06/26 02:53:44 - mmengine - INFO - Epoch(train) [55][1740/3757] lr: 7.939e-03 eta: 1 day, 10:26:50 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 5.9350 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.6443 loss: 2.6443 2022/06/26 02:53:49 - mmengine - INFO - Epoch(train) [55][1760/3757] lr: 7.939e-03 eta: 1 day, 10:26:44 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 7.4343 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7991 loss: 2.7991 2022/06/26 02:53:54 - mmengine - INFO - Epoch(train) [55][1780/3757] lr: 7.939e-03 eta: 1 day, 10:26:39 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 6.3545 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 3.3504 loss: 3.3504 2022/06/26 02:53:59 - mmengine - INFO - Epoch(train) [55][1800/3757] lr: 7.939e-03 eta: 1 day, 10:26:33 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 5.2856 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7424 loss: 2.7424 2022/06/26 02:54:05 - mmengine - INFO - Epoch(train) [55][1820/3757] lr: 7.939e-03 eta: 1 day, 10:26:28 time: 0.255 data_time: 0.010 memory: 5036 grad_norm: 5.7566 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7484 loss: 2.7484 2022/06/26 02:54:10 - mmengine - INFO - Epoch(train) [55][1840/3757] lr: 7.939e-03 eta: 1 day, 10:26:22 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 5.5036 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5771 loss: 2.5771 2022/06/26 02:54:15 - mmengine - INFO - Epoch(train) [55][1860/3757] lr: 7.939e-03 eta: 1 day, 10:26:17 time: 0.259 data_time: 0.005 memory: 5036 grad_norm: 6.7881 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.2373 loss: 3.2373 2022/06/26 02:54:20 - mmengine - INFO - Epoch(train) [55][1880/3757] lr: 7.939e-03 eta: 1 day, 10:26:12 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 5.8816 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6888 loss: 2.6888 2022/06/26 02:54:25 - mmengine - INFO - Epoch(train) [55][1900/3757] lr: 7.939e-03 eta: 1 day, 10:26:06 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 5.8182 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8384 loss: 2.8384 2022/06/26 02:54:30 - mmengine - INFO - Epoch(train) [55][1920/3757] lr: 7.939e-03 eta: 1 day, 10:26:01 time: 0.248 data_time: 0.004 memory: 5036 grad_norm: 5.6682 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.5433 loss: 2.5433 2022/06/26 02:54:36 - mmengine - INFO - Epoch(train) [55][1940/3757] lr: 7.939e-03 eta: 1 day, 10:25:55 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 4.6561 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6366 loss: 2.6366 2022/06/26 02:54:41 - mmengine - INFO - Epoch(train) [55][1960/3757] lr: 7.939e-03 eta: 1 day, 10:25:51 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 6.1063 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8426 loss: 2.8426 2022/06/26 02:54:46 - mmengine - INFO - Epoch(train) [55][1980/3757] lr: 7.939e-03 eta: 1 day, 10:25:45 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 6.5505 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.7675 loss: 2.7675 2022/06/26 02:54:52 - mmengine - INFO - Epoch(train) [55][2000/3757] lr: 7.939e-03 eta: 1 day, 10:25:40 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 4.9511 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.4031 loss: 2.4031 2022/06/26 02:54:57 - mmengine - INFO - Epoch(train) [55][2020/3757] lr: 7.939e-03 eta: 1 day, 10:25:34 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 5.8798 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8292 loss: 2.8292 2022/06/26 02:55:02 - mmengine - INFO - Epoch(train) [55][2040/3757] lr: 7.939e-03 eta: 1 day, 10:25:29 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 5.1055 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.8593 loss: 2.8593 2022/06/26 02:55:07 - mmengine - INFO - Epoch(train) [55][2060/3757] lr: 7.939e-03 eta: 1 day, 10:25:24 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.6582 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9141 loss: 2.9141 2022/06/26 02:55:12 - mmengine - INFO - Epoch(train) [55][2080/3757] lr: 7.939e-03 eta: 1 day, 10:25:18 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 6.3540 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5171 loss: 2.5171 2022/06/26 02:55:18 - mmengine - INFO - Epoch(train) [55][2100/3757] lr: 7.939e-03 eta: 1 day, 10:25:13 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 5.5134 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6995 loss: 2.6995 2022/06/26 02:55:23 - mmengine - INFO - Epoch(train) [55][2120/3757] lr: 7.939e-03 eta: 1 day, 10:25:08 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 6.0309 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.9003 loss: 2.9003 2022/06/26 02:55:24 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 02:55:29 - mmengine - INFO - Epoch(train) [55][2140/3757] lr: 7.939e-03 eta: 1 day, 10:25:03 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 5.6358 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.8318 loss: 2.8318 2022/06/26 02:55:34 - mmengine - INFO - Epoch(train) [55][2160/3757] lr: 7.939e-03 eta: 1 day, 10:24:58 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 5.5358 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7295 loss: 2.7295 2022/06/26 02:55:39 - mmengine - INFO - Epoch(train) [55][2180/3757] lr: 7.939e-03 eta: 1 day, 10:24:53 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 5.5359 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7405 loss: 2.7405 2022/06/26 02:55:45 - mmengine - INFO - Epoch(train) [55][2200/3757] lr: 7.939e-03 eta: 1 day, 10:24:48 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 5.8483 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7548 loss: 2.7548 2022/06/26 02:55:50 - mmengine - INFO - Epoch(train) [55][2220/3757] lr: 7.939e-03 eta: 1 day, 10:24:43 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 6.4390 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.9380 loss: 2.9380 2022/06/26 02:55:55 - mmengine - INFO - Epoch(train) [55][2240/3757] lr: 7.939e-03 eta: 1 day, 10:24:37 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 6.0032 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.6618 loss: 2.6618 2022/06/26 02:56:00 - mmengine - INFO - Epoch(train) [55][2260/3757] lr: 7.939e-03 eta: 1 day, 10:24:32 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 6.0581 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7165 loss: 2.7165 2022/06/26 02:56:06 - mmengine - INFO - Epoch(train) [55][2280/3757] lr: 7.939e-03 eta: 1 day, 10:24:27 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 5.6935 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.4983 loss: 3.4983 2022/06/26 02:56:11 - mmengine - INFO - Epoch(train) [55][2300/3757] lr: 7.939e-03 eta: 1 day, 10:24:21 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 6.7137 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9921 loss: 2.9921 2022/06/26 02:56:16 - mmengine - INFO - Epoch(train) [55][2320/3757] lr: 7.939e-03 eta: 1 day, 10:24:16 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 6.6631 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.7623 loss: 2.7623 2022/06/26 02:56:21 - mmengine - INFO - Epoch(train) [55][2340/3757] lr: 7.939e-03 eta: 1 day, 10:24:10 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 6.2425 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.7779 loss: 2.7779 2022/06/26 02:56:26 - mmengine - INFO - Epoch(train) [55][2360/3757] lr: 7.939e-03 eta: 1 day, 10:24:05 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 6.4151 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2521 loss: 2.2521 2022/06/26 02:56:31 - mmengine - INFO - Epoch(train) [55][2380/3757] lr: 7.939e-03 eta: 1 day, 10:23:59 time: 0.267 data_time: 0.003 memory: 5036 grad_norm: 6.0483 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.6808 loss: 2.6808 2022/06/26 02:56:37 - mmengine - INFO - Epoch(train) [55][2400/3757] lr: 7.939e-03 eta: 1 day, 10:23:54 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 6.3130 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.8272 loss: 2.8272 2022/06/26 02:56:42 - mmengine - INFO - Epoch(train) [55][2420/3757] lr: 7.939e-03 eta: 1 day, 10:23:48 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.0952 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9623 loss: 2.9623 2022/06/26 02:56:47 - mmengine - INFO - Epoch(train) [55][2440/3757] lr: 7.939e-03 eta: 1 day, 10:23:43 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 6.2683 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8589 loss: 2.8589 2022/06/26 02:56:52 - mmengine - INFO - Epoch(train) [55][2460/3757] lr: 7.939e-03 eta: 1 day, 10:23:37 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 4.7831 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 3.0257 loss: 3.0257 2022/06/26 02:56:57 - mmengine - INFO - Epoch(train) [55][2480/3757] lr: 7.939e-03 eta: 1 day, 10:23:32 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 6.1239 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.6387 loss: 2.6387 2022/06/26 02:57:03 - mmengine - INFO - Epoch(train) [55][2500/3757] lr: 7.939e-03 eta: 1 day, 10:23:27 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 6.1491 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.9075 loss: 2.9075 2022/06/26 02:57:08 - mmengine - INFO - Epoch(train) [55][2520/3757] lr: 7.939e-03 eta: 1 day, 10:23:21 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 5.9648 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.3769 loss: 2.3769 2022/06/26 02:57:13 - mmengine - INFO - Epoch(train) [55][2540/3757] lr: 7.939e-03 eta: 1 day, 10:23:17 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 5.6494 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4651 loss: 2.4651 2022/06/26 02:57:19 - mmengine - INFO - Epoch(train) [55][2560/3757] lr: 7.939e-03 eta: 1 day, 10:23:11 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 5.8179 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.7489 loss: 2.7489 2022/06/26 02:57:24 - mmengine - INFO - Epoch(train) [55][2580/3757] lr: 7.939e-03 eta: 1 day, 10:23:06 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 6.6594 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 2.7715 loss: 2.7715 2022/06/26 02:57:29 - mmengine - INFO - Epoch(train) [55][2600/3757] lr: 7.939e-03 eta: 1 day, 10:23:01 time: 0.272 data_time: 0.004 memory: 5036 grad_norm: 5.5939 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.8889 loss: 2.8889 2022/06/26 02:57:35 - mmengine - INFO - Epoch(train) [55][2620/3757] lr: 7.939e-03 eta: 1 day, 10:22:56 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.0307 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.2930 loss: 3.2930 2022/06/26 02:57:40 - mmengine - INFO - Epoch(train) [55][2640/3757] lr: 7.939e-03 eta: 1 day, 10:22:50 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 5.6143 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.3630 loss: 2.3630 2022/06/26 02:57:45 - mmengine - INFO - Epoch(train) [55][2660/3757] lr: 7.939e-03 eta: 1 day, 10:22:45 time: 0.264 data_time: 0.009 memory: 5036 grad_norm: 6.7198 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.6775 loss: 2.6775 2022/06/26 02:57:51 - mmengine - INFO - Epoch(train) [55][2680/3757] lr: 7.939e-03 eta: 1 day, 10:22:41 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 5.2675 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9870 loss: 2.9870 2022/06/26 02:57:56 - mmengine - INFO - Epoch(train) [55][2700/3757] lr: 7.939e-03 eta: 1 day, 10:22:35 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 6.2768 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9023 loss: 2.9023 2022/06/26 02:58:01 - mmengine - INFO - Epoch(train) [55][2720/3757] lr: 7.939e-03 eta: 1 day, 10:22:30 time: 0.252 data_time: 0.012 memory: 5036 grad_norm: 5.7727 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4153 loss: 2.4153 2022/06/26 02:58:06 - mmengine - INFO - Epoch(train) [55][2740/3757] lr: 7.939e-03 eta: 1 day, 10:22:24 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 6.1419 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.5684 loss: 2.5684 2022/06/26 02:58:12 - mmengine - INFO - Epoch(train) [55][2760/3757] lr: 7.939e-03 eta: 1 day, 10:22:20 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 5.8024 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8087 loss: 2.8087 2022/06/26 02:58:17 - mmengine - INFO - Epoch(train) [55][2780/3757] lr: 7.939e-03 eta: 1 day, 10:22:14 time: 0.252 data_time: 0.008 memory: 5036 grad_norm: 6.3182 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.9954 loss: 2.9954 2022/06/26 02:58:22 - mmengine - INFO - Epoch(train) [55][2800/3757] lr: 7.939e-03 eta: 1 day, 10:22:09 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 6.1848 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.9433 loss: 2.9433 2022/06/26 02:58:27 - mmengine - INFO - Epoch(train) [55][2820/3757] lr: 7.939e-03 eta: 1 day, 10:22:03 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 6.0449 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7622 loss: 2.7622 2022/06/26 02:58:32 - mmengine - INFO - Epoch(train) [55][2840/3757] lr: 7.939e-03 eta: 1 day, 10:21:58 time: 0.250 data_time: 0.005 memory: 5036 grad_norm: 5.9171 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7919 loss: 2.7919 2022/06/26 02:58:38 - mmengine - INFO - Epoch(train) [55][2860/3757] lr: 7.939e-03 eta: 1 day, 10:21:52 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 6.3210 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.5881 loss: 2.5881 2022/06/26 02:58:43 - mmengine - INFO - Epoch(train) [55][2880/3757] lr: 7.939e-03 eta: 1 day, 10:21:46 time: 0.265 data_time: 0.006 memory: 5036 grad_norm: 6.5574 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.7742 loss: 2.7742 2022/06/26 02:58:48 - mmengine - INFO - Epoch(train) [55][2900/3757] lr: 7.939e-03 eta: 1 day, 10:21:41 time: 0.262 data_time: 0.008 memory: 5036 grad_norm: 6.7601 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.1559 loss: 3.1559 2022/06/26 02:58:53 - mmengine - INFO - Epoch(train) [55][2920/3757] lr: 7.939e-03 eta: 1 day, 10:21:36 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.8429 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.4144 loss: 2.4144 2022/06/26 02:58:58 - mmengine - INFO - Epoch(train) [55][2940/3757] lr: 7.939e-03 eta: 1 day, 10:21:31 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 6.3121 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0376 loss: 3.0376 2022/06/26 02:59:04 - mmengine - INFO - Epoch(train) [55][2960/3757] lr: 7.939e-03 eta: 1 day, 10:21:25 time: 0.251 data_time: 0.009 memory: 5036 grad_norm: 7.0291 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6609 loss: 2.6609 2022/06/26 02:59:09 - mmengine - INFO - Epoch(train) [55][2980/3757] lr: 7.939e-03 eta: 1 day, 10:21:20 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 6.0655 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.5354 loss: 2.5354 2022/06/26 02:59:14 - mmengine - INFO - Epoch(train) [55][3000/3757] lr: 7.939e-03 eta: 1 day, 10:21:14 time: 0.243 data_time: 0.004 memory: 5036 grad_norm: 5.2067 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8487 loss: 2.8487 2022/06/26 02:59:19 - mmengine - INFO - Epoch(train) [55][3020/3757] lr: 7.939e-03 eta: 1 day, 10:21:09 time: 0.273 data_time: 0.003 memory: 5036 grad_norm: 6.1213 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3277 loss: 2.3277 2022/06/26 02:59:24 - mmengine - INFO - Epoch(train) [55][3040/3757] lr: 7.939e-03 eta: 1 day, 10:21:03 time: 0.250 data_time: 0.005 memory: 5036 grad_norm: 5.9655 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.6264 loss: 2.6264 2022/06/26 02:59:30 - mmengine - INFO - Epoch(train) [55][3060/3757] lr: 7.939e-03 eta: 1 day, 10:20:59 time: 0.292 data_time: 0.003 memory: 5036 grad_norm: 4.7791 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7497 loss: 2.7497 2022/06/26 02:59:35 - mmengine - INFO - Epoch(train) [55][3080/3757] lr: 7.939e-03 eta: 1 day, 10:20:53 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 6.0801 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1821 loss: 3.1821 2022/06/26 02:59:40 - mmengine - INFO - Epoch(train) [55][3100/3757] lr: 7.939e-03 eta: 1 day, 10:20:47 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 5.9713 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2599 loss: 2.2599 2022/06/26 02:59:45 - mmengine - INFO - Epoch(train) [55][3120/3757] lr: 7.939e-03 eta: 1 day, 10:20:42 time: 0.261 data_time: 0.002 memory: 5036 grad_norm: 5.5711 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.7093 loss: 2.7093 2022/06/26 02:59:46 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 02:59:51 - mmengine - INFO - Epoch(train) [55][3140/3757] lr: 7.939e-03 eta: 1 day, 10:20:38 time: 0.266 data_time: 0.002 memory: 5036 grad_norm: 6.4294 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.4229 loss: 2.4229 2022/06/26 02:59:56 - mmengine - INFO - Epoch(train) [55][3160/3757] lr: 7.939e-03 eta: 1 day, 10:20:32 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 5.6668 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.8271 loss: 2.8271 2022/06/26 03:00:01 - mmengine - INFO - Epoch(train) [55][3180/3757] lr: 7.939e-03 eta: 1 day, 10:20:27 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 6.0585 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5334 loss: 2.5334 2022/06/26 03:00:07 - mmengine - INFO - Epoch(train) [55][3200/3757] lr: 7.939e-03 eta: 1 day, 10:20:21 time: 0.264 data_time: 0.002 memory: 5036 grad_norm: 6.6251 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.1569 loss: 3.1569 2022/06/26 03:00:12 - mmengine - INFO - Epoch(train) [55][3220/3757] lr: 7.939e-03 eta: 1 day, 10:20:17 time: 0.249 data_time: 0.009 memory: 5036 grad_norm: 5.7750 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7178 loss: 2.7178 2022/06/26 03:00:17 - mmengine - INFO - Epoch(train) [55][3240/3757] lr: 7.939e-03 eta: 1 day, 10:20:11 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 5.4356 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.0195 loss: 3.0195 2022/06/26 03:00:22 - mmengine - INFO - Epoch(train) [55][3260/3757] lr: 7.939e-03 eta: 1 day, 10:20:06 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 6.1101 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6296 loss: 2.6296 2022/06/26 03:00:28 - mmengine - INFO - Epoch(train) [55][3280/3757] lr: 7.939e-03 eta: 1 day, 10:20:00 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 6.5467 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.1928 loss: 2.1928 2022/06/26 03:00:33 - mmengine - INFO - Epoch(train) [55][3300/3757] lr: 7.939e-03 eta: 1 day, 10:19:56 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 5.6350 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7835 loss: 2.7835 2022/06/26 03:00:38 - mmengine - INFO - Epoch(train) [55][3320/3757] lr: 7.939e-03 eta: 1 day, 10:19:50 time: 0.265 data_time: 0.002 memory: 5036 grad_norm: 5.6794 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.1089 loss: 3.1089 2022/06/26 03:00:44 - mmengine - INFO - Epoch(train) [55][3340/3757] lr: 7.939e-03 eta: 1 day, 10:19:45 time: 0.247 data_time: 0.008 memory: 5036 grad_norm: 6.1153 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6324 loss: 2.6324 2022/06/26 03:00:49 - mmengine - INFO - Epoch(train) [55][3360/3757] lr: 7.939e-03 eta: 1 day, 10:19:39 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 6.8686 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.4315 loss: 2.4315 2022/06/26 03:00:54 - mmengine - INFO - Epoch(train) [55][3380/3757] lr: 7.939e-03 eta: 1 day, 10:19:35 time: 0.258 data_time: 0.014 memory: 5036 grad_norm: 5.9210 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6861 loss: 2.6861 2022/06/26 03:01:00 - mmengine - INFO - Epoch(train) [55][3400/3757] lr: 7.939e-03 eta: 1 day, 10:19:29 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 5.9655 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.1440 loss: 3.1440 2022/06/26 03:01:05 - mmengine - INFO - Epoch(train) [55][3420/3757] lr: 7.939e-03 eta: 1 day, 10:19:24 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 6.0055 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.9095 loss: 2.9095 2022/06/26 03:01:10 - mmengine - INFO - Epoch(train) [55][3440/3757] lr: 7.939e-03 eta: 1 day, 10:19:19 time: 0.253 data_time: 0.012 memory: 5036 grad_norm: 6.0131 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6839 loss: 2.6839 2022/06/26 03:01:15 - mmengine - INFO - Epoch(train) [55][3460/3757] lr: 7.939e-03 eta: 1 day, 10:19:14 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 5.6877 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5649 loss: 2.5649 2022/06/26 03:01:21 - mmengine - INFO - Epoch(train) [55][3480/3757] lr: 7.939e-03 eta: 1 day, 10:19:08 time: 0.251 data_time: 0.008 memory: 5036 grad_norm: 6.9115 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0861 loss: 3.0861 2022/06/26 03:01:26 - mmengine - INFO - Epoch(train) [55][3500/3757] lr: 7.939e-03 eta: 1 day, 10:19:02 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 5.9943 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0603 loss: 3.0603 2022/06/26 03:01:31 - mmengine - INFO - Epoch(train) [55][3520/3757] lr: 7.939e-03 eta: 1 day, 10:18:57 time: 0.254 data_time: 0.010 memory: 5036 grad_norm: 6.0450 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.4726 loss: 2.4726 2022/06/26 03:01:36 - mmengine - INFO - Epoch(train) [55][3540/3757] lr: 7.939e-03 eta: 1 day, 10:18:51 time: 0.250 data_time: 0.005 memory: 5036 grad_norm: 6.0016 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4157 loss: 2.4157 2022/06/26 03:01:41 - mmengine - INFO - Epoch(train) [55][3560/3757] lr: 7.939e-03 eta: 1 day, 10:18:46 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 6.6228 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9589 loss: 2.9589 2022/06/26 03:01:46 - mmengine - INFO - Epoch(train) [55][3580/3757] lr: 7.939e-03 eta: 1 day, 10:18:40 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 5.2641 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.2836 loss: 3.2836 2022/06/26 03:01:52 - mmengine - INFO - Epoch(train) [55][3600/3757] lr: 7.939e-03 eta: 1 day, 10:18:35 time: 0.266 data_time: 0.006 memory: 5036 grad_norm: 6.2959 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 3.0456 loss: 3.0456 2022/06/26 03:01:57 - mmengine - INFO - Epoch(train) [55][3620/3757] lr: 7.939e-03 eta: 1 day, 10:18:30 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 6.1586 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4465 loss: 2.4465 2022/06/26 03:02:02 - mmengine - INFO - Epoch(train) [55][3640/3757] lr: 7.939e-03 eta: 1 day, 10:18:24 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 6.7784 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6071 loss: 2.6071 2022/06/26 03:02:07 - mmengine - INFO - Epoch(train) [55][3660/3757] lr: 7.939e-03 eta: 1 day, 10:18:19 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 5.5506 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7313 loss: 2.7313 2022/06/26 03:02:12 - mmengine - INFO - Epoch(train) [55][3680/3757] lr: 7.939e-03 eta: 1 day, 10:18:13 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 5.6835 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.8050 loss: 2.8050 2022/06/26 03:02:17 - mmengine - INFO - Epoch(train) [55][3700/3757] lr: 7.939e-03 eta: 1 day, 10:18:08 time: 0.251 data_time: 0.005 memory: 5036 grad_norm: 5.9993 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.8031 loss: 2.8031 2022/06/26 03:02:23 - mmengine - INFO - Epoch(train) [55][3720/3757] lr: 7.939e-03 eta: 1 day, 10:18:02 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 5.3165 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.7163 loss: 2.7163 2022/06/26 03:02:28 - mmengine - INFO - Epoch(train) [55][3740/3757] lr: 7.939e-03 eta: 1 day, 10:17:57 time: 0.248 data_time: 0.005 memory: 5036 grad_norm: 5.8416 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5961 loss: 2.5961 2022/06/26 03:02:32 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 03:02:32 - mmengine - INFO - Saving checkpoint at 55 epochs 2022/06/26 03:02:45 - mmengine - INFO - Epoch(val) [55][20/310] eta: 0:01:45 time: 0.109 data_time: 0.007 memory: 5036 2022/06/26 03:02:50 - mmengine - INFO - Epoch(val) [55][40/310] eta: 0:01:36 time: 0.112 data_time: 0.005 memory: 1723 2022/06/26 03:02:54 - mmengine - INFO - Epoch(val) [55][60/310] eta: 0:00:29 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 03:02:59 - mmengine - INFO - Epoch(val) [55][80/310] eta: 0:00:24 time: 0.108 data_time: 0.001 memory: 1723 2022/06/26 03:03:06 - mmengine - INFO - Epoch(val) [55][100/310] eta: 0:01:09 time: 0.103 data_time: 0.002 memory: 1723 2022/06/26 03:03:11 - mmengine - INFO - Epoch(val) [55][120/310] eta: 0:01:09 time: 0.354 data_time: 0.247 memory: 1723 2022/06/26 03:03:16 - mmengine - INFO - Epoch(val) [55][140/310] eta: 0:00:38 time: 0.107 data_time: 0.005 memory: 1723 2022/06/26 03:03:20 - mmengine - INFO - Epoch(val) [55][160/310] eta: 0:00:20 time: 0.104 data_time: 0.001 memory: 1723 2022/06/26 03:03:27 - mmengine - INFO - Epoch(val) [55][180/310] eta: 0:00:36 time: 0.119 data_time: 0.001 memory: 1723 2022/06/26 03:03:32 - mmengine - INFO - Epoch(val) [55][200/310] eta: 0:00:38 time: 0.422 data_time: 0.321 memory: 1723 2022/06/26 03:03:37 - mmengine - INFO - Epoch(val) [55][220/310] eta: 0:00:19 time: 0.288 data_time: 0.186 memory: 1723 2022/06/26 03:03:41 - mmengine - INFO - Epoch(val) [55][240/310] eta: 0:00:08 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 03:03:48 - mmengine - INFO - Epoch(val) [55][260/310] eta: 0:00:17 time: 0.108 data_time: 0.001 memory: 1723 2022/06/26 03:03:52 - mmengine - INFO - Epoch(val) [55][280/310] eta: 0:00:08 time: 0.130 data_time: 0.021 memory: 1723 2022/06/26 03:03:54 - mmengine - INFO - Epoch(val) [55][300/310] eta: 0:00:01 time: 0.097 data_time: 0.001 memory: 1723 2022/06/26 03:03:56 - mmengine - INFO - Epoch(val) [55][310/310] acc/top1: 0.4576 acc/top5: 0.7136 acc/mean1: 0.4574 2022/06/26 03:04:06 - mmengine - INFO - Epoch(train) [56][20/3757] lr: 7.868e-03 eta: 1 day, 10:17:54 time: 0.293 data_time: 0.010 memory: 5036 grad_norm: 6.1379 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.3961 loss: 2.3961 2022/06/26 03:04:12 - mmengine - INFO - Epoch(train) [56][40/3757] lr: 7.868e-03 eta: 1 day, 10:17:48 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 6.2760 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.0262 loss: 3.0262 2022/06/26 03:04:17 - mmengine - INFO - Epoch(train) [56][60/3757] lr: 7.868e-03 eta: 1 day, 10:17:43 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 6.0410 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8419 loss: 2.8419 2022/06/26 03:04:22 - mmengine - INFO - Epoch(train) [56][80/3757] lr: 7.868e-03 eta: 1 day, 10:17:38 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 6.3337 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6722 loss: 2.6722 2022/06/26 03:04:27 - mmengine - INFO - Epoch(train) [56][100/3757] lr: 7.868e-03 eta: 1 day, 10:17:33 time: 0.266 data_time: 0.011 memory: 5036 grad_norm: 6.0837 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7537 loss: 2.7537 2022/06/26 03:04:33 - mmengine - INFO - Epoch(train) [56][120/3757] lr: 7.868e-03 eta: 1 day, 10:17:27 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 5.9491 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3384 loss: 2.3384 2022/06/26 03:04:38 - mmengine - INFO - Epoch(train) [56][140/3757] lr: 7.868e-03 eta: 1 day, 10:17:22 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 6.8350 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7757 loss: 2.7757 2022/06/26 03:04:43 - mmengine - INFO - Epoch(train) [56][160/3757] lr: 7.868e-03 eta: 1 day, 10:17:17 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 5.8600 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6039 loss: 2.6039 2022/06/26 03:04:49 - mmengine - INFO - Epoch(train) [56][180/3757] lr: 7.868e-03 eta: 1 day, 10:17:13 time: 0.270 data_time: 0.003 memory: 5036 grad_norm: 6.3214 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6234 loss: 2.6234 2022/06/26 03:04:54 - mmengine - INFO - Epoch(train) [56][200/3757] lr: 7.868e-03 eta: 1 day, 10:17:07 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 8.8363 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.8531 loss: 2.8531 2022/06/26 03:04:59 - mmengine - INFO - Epoch(train) [56][220/3757] lr: 7.868e-03 eta: 1 day, 10:17:02 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 5.5585 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4080 loss: 2.4080 2022/06/26 03:05:04 - mmengine - INFO - Epoch(train) [56][240/3757] lr: 7.868e-03 eta: 1 day, 10:16:56 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.0494 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.3577 loss: 2.3577 2022/06/26 03:05:10 - mmengine - INFO - Epoch(train) [56][260/3757] lr: 7.868e-03 eta: 1 day, 10:16:52 time: 0.279 data_time: 0.033 memory: 5036 grad_norm: 6.2374 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6601 loss: 2.6601 2022/06/26 03:05:16 - mmengine - INFO - Epoch(train) [56][280/3757] lr: 7.868e-03 eta: 1 day, 10:16:47 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 5.1205 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6066 loss: 2.6066 2022/06/26 03:05:21 - mmengine - INFO - Epoch(train) [56][300/3757] lr: 7.868e-03 eta: 1 day, 10:16:41 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 6.1757 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.7775 loss: 2.7775 2022/06/26 03:05:26 - mmengine - INFO - Epoch(train) [56][320/3757] lr: 7.868e-03 eta: 1 day, 10:16:36 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 4.8866 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.2427 loss: 3.2427 2022/06/26 03:05:31 - mmengine - INFO - Epoch(train) [56][340/3757] lr: 7.868e-03 eta: 1 day, 10:16:30 time: 0.270 data_time: 0.012 memory: 5036 grad_norm: 6.2983 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9185 loss: 2.9185 2022/06/26 03:05:36 - mmengine - INFO - Epoch(train) [56][360/3757] lr: 7.868e-03 eta: 1 day, 10:16:25 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 6.7450 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1621 loss: 3.1621 2022/06/26 03:05:38 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 03:05:42 - mmengine - INFO - Epoch(train) [56][380/3757] lr: 7.868e-03 eta: 1 day, 10:16:20 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 6.9705 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.4158 loss: 2.4158 2022/06/26 03:05:47 - mmengine - INFO - Epoch(train) [56][400/3757] lr: 7.868e-03 eta: 1 day, 10:16:15 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 5.8239 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.0080 loss: 3.0080 2022/06/26 03:05:52 - mmengine - INFO - Epoch(train) [56][420/3757] lr: 7.868e-03 eta: 1 day, 10:16:09 time: 0.281 data_time: 0.012 memory: 5036 grad_norm: 6.3741 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9702 loss: 2.9702 2022/06/26 03:05:57 - mmengine - INFO - Epoch(train) [56][440/3757] lr: 7.868e-03 eta: 1 day, 10:16:04 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 5.5112 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5021 loss: 2.5021 2022/06/26 03:06:03 - mmengine - INFO - Epoch(train) [56][460/3757] lr: 7.868e-03 eta: 1 day, 10:15:59 time: 0.257 data_time: 0.002 memory: 5036 grad_norm: 5.6725 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9886 loss: 2.9886 2022/06/26 03:06:08 - mmengine - INFO - Epoch(train) [56][480/3757] lr: 7.868e-03 eta: 1 day, 10:15:53 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 5.7321 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.6910 loss: 2.6910 2022/06/26 03:06:13 - mmengine - INFO - Epoch(train) [56][500/3757] lr: 7.868e-03 eta: 1 day, 10:15:48 time: 0.274 data_time: 0.016 memory: 5036 grad_norm: 5.6740 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.7621 loss: 2.7621 2022/06/26 03:06:18 - mmengine - INFO - Epoch(train) [56][520/3757] lr: 7.868e-03 eta: 1 day, 10:15:43 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 6.1467 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8441 loss: 2.8441 2022/06/26 03:06:24 - mmengine - INFO - Epoch(train) [56][540/3757] lr: 7.868e-03 eta: 1 day, 10:15:37 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 5.6644 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4453 loss: 2.4453 2022/06/26 03:06:29 - mmengine - INFO - Epoch(train) [56][560/3757] lr: 7.868e-03 eta: 1 day, 10:15:32 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 6.7342 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.6817 loss: 2.6817 2022/06/26 03:06:34 - mmengine - INFO - Epoch(train) [56][580/3757] lr: 7.868e-03 eta: 1 day, 10:15:27 time: 0.274 data_time: 0.017 memory: 5036 grad_norm: 5.2912 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.3029 loss: 3.3029 2022/06/26 03:06:39 - mmengine - INFO - Epoch(train) [56][600/3757] lr: 7.868e-03 eta: 1 day, 10:15:22 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 5.9663 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9332 loss: 2.9332 2022/06/26 03:06:45 - mmengine - INFO - Epoch(train) [56][620/3757] lr: 7.868e-03 eta: 1 day, 10:15:16 time: 0.250 data_time: 0.008 memory: 5036 grad_norm: 6.3159 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0783 loss: 3.0783 2022/06/26 03:06:50 - mmengine - INFO - Epoch(train) [56][640/3757] lr: 7.868e-03 eta: 1 day, 10:15:11 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 6.1963 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.5793 loss: 2.5793 2022/06/26 03:06:55 - mmengine - INFO - Epoch(train) [56][660/3757] lr: 7.868e-03 eta: 1 day, 10:15:06 time: 0.269 data_time: 0.011 memory: 5036 grad_norm: 5.8517 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.7796 loss: 2.7796 2022/06/26 03:07:01 - mmengine - INFO - Epoch(train) [56][680/3757] lr: 7.868e-03 eta: 1 day, 10:15:01 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 6.0334 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.3653 loss: 2.3653 2022/06/26 03:07:06 - mmengine - INFO - Epoch(train) [56][700/3757] lr: 7.868e-03 eta: 1 day, 10:14:55 time: 0.257 data_time: 0.011 memory: 5036 grad_norm: 6.0131 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8694 loss: 2.8694 2022/06/26 03:07:11 - mmengine - INFO - Epoch(train) [56][720/3757] lr: 7.868e-03 eta: 1 day, 10:14:50 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 5.6969 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 2.3333 loss: 2.3333 2022/06/26 03:07:16 - mmengine - INFO - Epoch(train) [56][740/3757] lr: 7.868e-03 eta: 1 day, 10:14:45 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 5.3358 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9420 loss: 2.9420 2022/06/26 03:07:22 - mmengine - INFO - Epoch(train) [56][760/3757] lr: 7.868e-03 eta: 1 day, 10:14:40 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 5.4748 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.0626 loss: 3.0626 2022/06/26 03:07:27 - mmengine - INFO - Epoch(train) [56][780/3757] lr: 7.868e-03 eta: 1 day, 10:14:34 time: 0.253 data_time: 0.015 memory: 5036 grad_norm: 6.0330 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 3.0441 loss: 3.0441 2022/06/26 03:07:32 - mmengine - INFO - Epoch(train) [56][800/3757] lr: 7.868e-03 eta: 1 day, 10:14:29 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 5.5470 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8538 loss: 2.8538 2022/06/26 03:07:37 - mmengine - INFO - Epoch(train) [56][820/3757] lr: 7.868e-03 eta: 1 day, 10:14:24 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 5.5470 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.9285 loss: 2.9285 2022/06/26 03:07:43 - mmengine - INFO - Epoch(train) [56][840/3757] lr: 7.868e-03 eta: 1 day, 10:14:18 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 6.2735 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1723 loss: 3.1723 2022/06/26 03:07:48 - mmengine - INFO - Epoch(train) [56][860/3757] lr: 7.868e-03 eta: 1 day, 10:14:13 time: 0.249 data_time: 0.009 memory: 5036 grad_norm: 4.8183 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.6245 loss: 2.6245 2022/06/26 03:07:53 - mmengine - INFO - Epoch(train) [56][880/3757] lr: 7.868e-03 eta: 1 day, 10:14:08 time: 0.258 data_time: 0.015 memory: 5036 grad_norm: 7.2507 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5368 loss: 2.5368 2022/06/26 03:07:58 - mmengine - INFO - Epoch(train) [56][900/3757] lr: 7.868e-03 eta: 1 day, 10:14:02 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 6.7262 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.7647 loss: 2.7647 2022/06/26 03:08:03 - mmengine - INFO - Epoch(train) [56][920/3757] lr: 7.868e-03 eta: 1 day, 10:13:57 time: 0.245 data_time: 0.003 memory: 5036 grad_norm: 7.0873 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0177 loss: 3.0177 2022/06/26 03:08:09 - mmengine - INFO - Epoch(train) [56][940/3757] lr: 7.868e-03 eta: 1 day, 10:13:51 time: 0.256 data_time: 0.005 memory: 5036 grad_norm: 5.8092 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5373 loss: 2.5373 2022/06/26 03:08:14 - mmengine - INFO - Epoch(train) [56][960/3757] lr: 7.868e-03 eta: 1 day, 10:13:46 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 6.2277 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.0197 loss: 3.0197 2022/06/26 03:08:19 - mmengine - INFO - Epoch(train) [56][980/3757] lr: 7.868e-03 eta: 1 day, 10:13:41 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 6.4788 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1923 loss: 3.1923 2022/06/26 03:08:24 - mmengine - INFO - Epoch(train) [56][1000/3757] lr: 7.868e-03 eta: 1 day, 10:13:36 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 5.4163 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1713 loss: 3.1713 2022/06/26 03:08:30 - mmengine - INFO - Epoch(train) [56][1020/3757] lr: 7.868e-03 eta: 1 day, 10:13:30 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 5.4273 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7571 loss: 2.7571 2022/06/26 03:08:35 - mmengine - INFO - Epoch(train) [56][1040/3757] lr: 7.868e-03 eta: 1 day, 10:13:26 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 5.7047 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.4422 loss: 2.4422 2022/06/26 03:08:41 - mmengine - INFO - Epoch(train) [56][1060/3757] lr: 7.868e-03 eta: 1 day, 10:13:21 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 6.4429 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.8817 loss: 2.8817 2022/06/26 03:08:46 - mmengine - INFO - Epoch(train) [56][1080/3757] lr: 7.868e-03 eta: 1 day, 10:13:16 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 5.8489 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.9158 loss: 2.9158 2022/06/26 03:08:52 - mmengine - INFO - Epoch(train) [56][1100/3757] lr: 7.868e-03 eta: 1 day, 10:13:11 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 5.6593 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5300 loss: 2.5300 2022/06/26 03:08:57 - mmengine - INFO - Epoch(train) [56][1120/3757] lr: 7.868e-03 eta: 1 day, 10:13:05 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 5.7951 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.8728 loss: 2.8728 2022/06/26 03:09:02 - mmengine - INFO - Epoch(train) [56][1140/3757] lr: 7.868e-03 eta: 1 day, 10:13:00 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 6.4200 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8323 loss: 2.8323 2022/06/26 03:09:07 - mmengine - INFO - Epoch(train) [56][1160/3757] lr: 7.868e-03 eta: 1 day, 10:12:55 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 6.3794 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7310 loss: 2.7310 2022/06/26 03:09:13 - mmengine - INFO - Epoch(train) [56][1180/3757] lr: 7.868e-03 eta: 1 day, 10:12:50 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 5.8407 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.5387 loss: 2.5387 2022/06/26 03:09:18 - mmengine - INFO - Epoch(train) [56][1200/3757] lr: 7.868e-03 eta: 1 day, 10:12:44 time: 0.257 data_time: 0.005 memory: 5036 grad_norm: 5.6227 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6027 loss: 2.6027 2022/06/26 03:09:23 - mmengine - INFO - Epoch(train) [56][1220/3757] lr: 7.868e-03 eta: 1 day, 10:12:39 time: 0.251 data_time: 0.009 memory: 5036 grad_norm: 5.5801 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.1936 loss: 2.1936 2022/06/26 03:09:28 - mmengine - INFO - Epoch(train) [56][1240/3757] lr: 7.868e-03 eta: 1 day, 10:12:33 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 5.9209 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4921 loss: 2.4921 2022/06/26 03:09:33 - mmengine - INFO - Epoch(train) [56][1260/3757] lr: 7.868e-03 eta: 1 day, 10:12:28 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 6.7208 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5317 loss: 2.5317 2022/06/26 03:09:38 - mmengine - INFO - Epoch(train) [56][1280/3757] lr: 7.868e-03 eta: 1 day, 10:12:22 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 6.4392 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.9202 loss: 2.9202 2022/06/26 03:09:44 - mmengine - INFO - Epoch(train) [56][1300/3757] lr: 7.868e-03 eta: 1 day, 10:12:17 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 5.4025 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3589 loss: 2.3589 2022/06/26 03:09:49 - mmengine - INFO - Epoch(train) [56][1320/3757] lr: 7.868e-03 eta: 1 day, 10:12:11 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.5383 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9044 loss: 2.9044 2022/06/26 03:09:54 - mmengine - INFO - Epoch(train) [56][1340/3757] lr: 7.868e-03 eta: 1 day, 10:12:06 time: 0.253 data_time: 0.015 memory: 5036 grad_norm: 6.4608 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2961 loss: 3.2961 2022/06/26 03:09:59 - mmengine - INFO - Epoch(train) [56][1360/3757] lr: 7.868e-03 eta: 1 day, 10:12:00 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 5.6386 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.3278 loss: 3.3278 2022/06/26 03:10:00 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 03:10:04 - mmengine - INFO - Epoch(train) [56][1380/3757] lr: 7.868e-03 eta: 1 day, 10:11:55 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.0761 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5829 loss: 2.5829 2022/06/26 03:10:09 - mmengine - INFO - Epoch(train) [56][1400/3757] lr: 7.868e-03 eta: 1 day, 10:11:49 time: 0.245 data_time: 0.003 memory: 5036 grad_norm: 6.4856 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7678 loss: 2.7678 2022/06/26 03:10:15 - mmengine - INFO - Epoch(train) [56][1420/3757] lr: 7.868e-03 eta: 1 day, 10:11:44 time: 0.267 data_time: 0.017 memory: 5036 grad_norm: 5.0480 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.6972 loss: 2.6972 2022/06/26 03:10:20 - mmengine - INFO - Epoch(train) [56][1440/3757] lr: 7.868e-03 eta: 1 day, 10:11:39 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 5.6831 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4139 loss: 2.4139 2022/06/26 03:10:25 - mmengine - INFO - Epoch(train) [56][1460/3757] lr: 7.868e-03 eta: 1 day, 10:11:33 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 5.8684 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4361 loss: 2.4361 2022/06/26 03:10:30 - mmengine - INFO - Epoch(train) [56][1480/3757] lr: 7.868e-03 eta: 1 day, 10:11:28 time: 0.367 data_time: 0.003 memory: 5036 grad_norm: 6.0383 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.9523 loss: 2.9523 2022/06/26 03:10:36 - mmengine - INFO - Epoch(train) [56][1500/3757] lr: 7.868e-03 eta: 1 day, 10:11:22 time: 0.260 data_time: 0.015 memory: 5036 grad_norm: 5.8409 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.5298 loss: 2.5298 2022/06/26 03:10:41 - mmengine - INFO - Epoch(train) [56][1520/3757] lr: 7.868e-03 eta: 1 day, 10:11:17 time: 0.284 data_time: 0.013 memory: 5036 grad_norm: 6.3047 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.0123 loss: 3.0123 2022/06/26 03:10:46 - mmengine - INFO - Epoch(train) [56][1540/3757] lr: 7.868e-03 eta: 1 day, 10:11:13 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 5.7311 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4241 loss: 2.4241 2022/06/26 03:10:52 - mmengine - INFO - Epoch(train) [56][1560/3757] lr: 7.868e-03 eta: 1 day, 10:11:09 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 6.1223 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.8211 loss: 2.8211 2022/06/26 03:10:57 - mmengine - INFO - Epoch(train) [56][1580/3757] lr: 7.868e-03 eta: 1 day, 10:11:03 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 5.8840 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.5519 loss: 2.5519 2022/06/26 03:11:03 - mmengine - INFO - Epoch(train) [56][1600/3757] lr: 7.868e-03 eta: 1 day, 10:10:58 time: 0.266 data_time: 0.006 memory: 5036 grad_norm: 5.8123 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.7448 loss: 2.7448 2022/06/26 03:11:08 - mmengine - INFO - Epoch(train) [56][1620/3757] lr: 7.868e-03 eta: 1 day, 10:10:53 time: 0.246 data_time: 0.006 memory: 5036 grad_norm: 5.5185 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.9160 loss: 2.9160 2022/06/26 03:11:13 - mmengine - INFO - Epoch(train) [56][1640/3757] lr: 7.868e-03 eta: 1 day, 10:10:47 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 6.1559 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.1118 loss: 3.1118 2022/06/26 03:11:18 - mmengine - INFO - Epoch(train) [56][1660/3757] lr: 7.868e-03 eta: 1 day, 10:10:42 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 5.5483 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7264 loss: 2.7264 2022/06/26 03:11:24 - mmengine - INFO - Epoch(train) [56][1680/3757] lr: 7.868e-03 eta: 1 day, 10:10:37 time: 0.268 data_time: 0.011 memory: 5036 grad_norm: 6.1253 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4337 loss: 2.4337 2022/06/26 03:11:29 - mmengine - INFO - Epoch(train) [56][1700/3757] lr: 7.868e-03 eta: 1 day, 10:10:31 time: 0.271 data_time: 0.022 memory: 5036 grad_norm: 5.8074 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.7796 loss: 2.7796 2022/06/26 03:11:34 - mmengine - INFO - Epoch(train) [56][1720/3757] lr: 7.868e-03 eta: 1 day, 10:10:26 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 5.9459 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.7800 loss: 2.7800 2022/06/26 03:11:39 - mmengine - INFO - Epoch(train) [56][1740/3757] lr: 7.868e-03 eta: 1 day, 10:10:20 time: 0.258 data_time: 0.014 memory: 5036 grad_norm: 6.4353 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.7328 loss: 2.7328 2022/06/26 03:11:44 - mmengine - INFO - Epoch(train) [56][1760/3757] lr: 7.868e-03 eta: 1 day, 10:10:15 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 5.9621 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9925 loss: 2.9925 2022/06/26 03:11:50 - mmengine - INFO - Epoch(train) [56][1780/3757] lr: 7.868e-03 eta: 1 day, 10:10:09 time: 0.248 data_time: 0.004 memory: 5036 grad_norm: 6.2183 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.9548 loss: 2.9548 2022/06/26 03:11:55 - mmengine - INFO - Epoch(train) [56][1800/3757] lr: 7.868e-03 eta: 1 day, 10:10:04 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 5.8020 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.1332 loss: 3.1332 2022/06/26 03:12:00 - mmengine - INFO - Epoch(train) [56][1820/3757] lr: 7.868e-03 eta: 1 day, 10:09:59 time: 0.250 data_time: 0.011 memory: 5036 grad_norm: 5.6752 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1390 loss: 2.1390 2022/06/26 03:12:05 - mmengine - INFO - Epoch(train) [56][1840/3757] lr: 7.868e-03 eta: 1 day, 10:09:53 time: 0.257 data_time: 0.008 memory: 5036 grad_norm: 6.4960 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7658 loss: 2.7658 2022/06/26 03:12:11 - mmengine - INFO - Epoch(train) [56][1860/3757] lr: 7.868e-03 eta: 1 day, 10:09:48 time: 0.266 data_time: 0.002 memory: 5036 grad_norm: 5.4093 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6318 loss: 2.6318 2022/06/26 03:12:16 - mmengine - INFO - Epoch(train) [56][1880/3757] lr: 7.868e-03 eta: 1 day, 10:09:43 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 5.6017 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2737 loss: 3.2737 2022/06/26 03:12:21 - mmengine - INFO - Epoch(train) [56][1900/3757] lr: 7.868e-03 eta: 1 day, 10:09:38 time: 0.247 data_time: 0.009 memory: 5036 grad_norm: 5.8900 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.6979 loss: 2.6979 2022/06/26 03:12:26 - mmengine - INFO - Epoch(train) [56][1920/3757] lr: 7.868e-03 eta: 1 day, 10:09:32 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 6.5731 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.0875 loss: 3.0875 2022/06/26 03:12:32 - mmengine - INFO - Epoch(train) [56][1940/3757] lr: 7.868e-03 eta: 1 day, 10:09:27 time: 0.251 data_time: 0.011 memory: 5036 grad_norm: 4.8995 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.5348 loss: 2.5348 2022/06/26 03:12:37 - mmengine - INFO - Epoch(train) [56][1960/3757] lr: 7.868e-03 eta: 1 day, 10:09:22 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.1128 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.3493 loss: 2.3493 2022/06/26 03:12:42 - mmengine - INFO - Epoch(train) [56][1980/3757] lr: 7.868e-03 eta: 1 day, 10:09:17 time: 0.249 data_time: 0.012 memory: 5036 grad_norm: 4.9284 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.2542 loss: 2.2542 2022/06/26 03:12:48 - mmengine - INFO - Epoch(train) [56][2000/3757] lr: 7.868e-03 eta: 1 day, 10:09:12 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 6.2583 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6041 loss: 2.6041 2022/06/26 03:12:53 - mmengine - INFO - Epoch(train) [56][2020/3757] lr: 7.868e-03 eta: 1 day, 10:09:07 time: 0.249 data_time: 0.009 memory: 5036 grad_norm: 6.3296 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9330 loss: 2.9330 2022/06/26 03:12:58 - mmengine - INFO - Epoch(train) [56][2040/3757] lr: 7.868e-03 eta: 1 day, 10:09:01 time: 0.273 data_time: 0.009 memory: 5036 grad_norm: 5.5931 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.0343 loss: 3.0343 2022/06/26 03:13:04 - mmengine - INFO - Epoch(train) [56][2060/3757] lr: 7.868e-03 eta: 1 day, 10:08:56 time: 0.247 data_time: 0.009 memory: 5036 grad_norm: 6.3774 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.2430 loss: 3.2430 2022/06/26 03:13:09 - mmengine - INFO - Epoch(train) [56][2080/3757] lr: 7.868e-03 eta: 1 day, 10:08:51 time: 0.261 data_time: 0.011 memory: 5036 grad_norm: 6.7038 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.3607 loss: 3.3607 2022/06/26 03:13:14 - mmengine - INFO - Epoch(train) [56][2100/3757] lr: 7.868e-03 eta: 1 day, 10:08:46 time: 0.249 data_time: 0.009 memory: 5036 grad_norm: 5.6742 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.8535 loss: 2.8535 2022/06/26 03:13:19 - mmengine - INFO - Epoch(train) [56][2120/3757] lr: 7.868e-03 eta: 1 day, 10:08:40 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 5.8173 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.6243 loss: 2.6243 2022/06/26 03:13:25 - mmengine - INFO - Epoch(train) [56][2140/3757] lr: 7.868e-03 eta: 1 day, 10:08:35 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 6.0577 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.0095 loss: 3.0095 2022/06/26 03:13:30 - mmengine - INFO - Epoch(train) [56][2160/3757] lr: 7.868e-03 eta: 1 day, 10:08:29 time: 0.259 data_time: 0.002 memory: 5036 grad_norm: 6.5885 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9790 loss: 2.9790 2022/06/26 03:13:35 - mmengine - INFO - Epoch(train) [56][2180/3757] lr: 7.868e-03 eta: 1 day, 10:08:24 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 5.8584 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9560 loss: 2.9560 2022/06/26 03:13:40 - mmengine - INFO - Epoch(train) [56][2200/3757] lr: 7.868e-03 eta: 1 day, 10:08:18 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 5.8629 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.7705 loss: 2.7705 2022/06/26 03:13:46 - mmengine - INFO - Epoch(train) [56][2220/3757] lr: 7.868e-03 eta: 1 day, 10:08:14 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 6.9833 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 2.9880 loss: 2.9880 2022/06/26 03:13:51 - mmengine - INFO - Epoch(train) [56][2240/3757] lr: 7.868e-03 eta: 1 day, 10:08:08 time: 0.274 data_time: 0.003 memory: 5036 grad_norm: 6.0221 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8846 loss: 2.8846 2022/06/26 03:13:56 - mmengine - INFO - Epoch(train) [56][2260/3757] lr: 7.868e-03 eta: 1 day, 10:08:03 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 5.2531 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6564 loss: 2.6564 2022/06/26 03:14:01 - mmengine - INFO - Epoch(train) [56][2280/3757] lr: 7.868e-03 eta: 1 day, 10:07:58 time: 0.264 data_time: 0.008 memory: 5036 grad_norm: 5.7644 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.8928 loss: 2.8928 2022/06/26 03:14:07 - mmengine - INFO - Epoch(train) [56][2300/3757] lr: 7.868e-03 eta: 1 day, 10:07:53 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 6.0770 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 2.8808 loss: 2.8808 2022/06/26 03:14:12 - mmengine - INFO - Epoch(train) [56][2320/3757] lr: 7.868e-03 eta: 1 day, 10:07:47 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 5.6659 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8622 loss: 2.8622 2022/06/26 03:14:17 - mmengine - INFO - Epoch(train) [56][2340/3757] lr: 7.868e-03 eta: 1 day, 10:07:41 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 5.9665 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9161 loss: 2.9161 2022/06/26 03:14:22 - mmengine - INFO - Epoch(train) [56][2360/3757] lr: 7.868e-03 eta: 1 day, 10:07:37 time: 0.263 data_time: 0.015 memory: 5036 grad_norm: 5.8906 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.5764 loss: 2.5764 2022/06/26 03:14:24 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 03:14:27 - mmengine - INFO - Epoch(train) [56][2380/3757] lr: 7.868e-03 eta: 1 day, 10:07:31 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 6.3297 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6182 loss: 2.6182 2022/06/26 03:14:33 - mmengine - INFO - Epoch(train) [56][2400/3757] lr: 7.868e-03 eta: 1 day, 10:07:26 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 5.9606 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.8007 loss: 2.8007 2022/06/26 03:14:38 - mmengine - INFO - Epoch(train) [56][2420/3757] lr: 7.868e-03 eta: 1 day, 10:07:21 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 5.7599 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.0478 loss: 3.0478 2022/06/26 03:14:43 - mmengine - INFO - Epoch(train) [56][2440/3757] lr: 7.868e-03 eta: 1 day, 10:07:16 time: 0.257 data_time: 0.002 memory: 5036 grad_norm: 5.4648 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.6573 loss: 2.6573 2022/06/26 03:14:49 - mmengine - INFO - Epoch(train) [56][2460/3757] lr: 7.868e-03 eta: 1 day, 10:07:10 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 6.4290 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2937 loss: 2.2937 2022/06/26 03:14:54 - mmengine - INFO - Epoch(train) [56][2480/3757] lr: 7.868e-03 eta: 1 day, 10:07:05 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 5.6238 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.8019 loss: 2.8019 2022/06/26 03:14:59 - mmengine - INFO - Epoch(train) [56][2500/3757] lr: 7.868e-03 eta: 1 day, 10:06:59 time: 0.261 data_time: 0.021 memory: 5036 grad_norm: 6.7773 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5918 loss: 2.5918 2022/06/26 03:15:04 - mmengine - INFO - Epoch(train) [56][2520/3757] lr: 7.868e-03 eta: 1 day, 10:06:54 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 5.5008 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6573 loss: 2.6573 2022/06/26 03:15:09 - mmengine - INFO - Epoch(train) [56][2540/3757] lr: 7.868e-03 eta: 1 day, 10:06:48 time: 0.253 data_time: 0.008 memory: 5036 grad_norm: 6.4336 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2203 loss: 2.2203 2022/06/26 03:15:14 - mmengine - INFO - Epoch(train) [56][2560/3757] lr: 7.868e-03 eta: 1 day, 10:06:43 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 5.8173 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.6732 loss: 2.6732 2022/06/26 03:15:19 - mmengine - INFO - Epoch(train) [56][2580/3757] lr: 7.868e-03 eta: 1 day, 10:06:37 time: 0.256 data_time: 0.002 memory: 5036 grad_norm: 6.4289 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6362 loss: 2.6362 2022/06/26 03:15:25 - mmengine - INFO - Epoch(train) [56][2600/3757] lr: 7.868e-03 eta: 1 day, 10:06:31 time: 0.255 data_time: 0.011 memory: 5036 grad_norm: 5.8795 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.8035 loss: 2.8035 2022/06/26 03:15:30 - mmengine - INFO - Epoch(train) [56][2620/3757] lr: 7.868e-03 eta: 1 day, 10:06:26 time: 0.253 data_time: 0.005 memory: 5036 grad_norm: 5.6543 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3598 loss: 2.3598 2022/06/26 03:15:35 - mmengine - INFO - Epoch(train) [56][2640/3757] lr: 7.868e-03 eta: 1 day, 10:06:20 time: 0.250 data_time: 0.011 memory: 5036 grad_norm: 6.2360 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8502 loss: 2.8502 2022/06/26 03:15:40 - mmengine - INFO - Epoch(train) [56][2660/3757] lr: 7.868e-03 eta: 1 day, 10:06:15 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 5.7335 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6494 loss: 2.6494 2022/06/26 03:15:45 - mmengine - INFO - Epoch(train) [56][2680/3757] lr: 7.868e-03 eta: 1 day, 10:06:10 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 5.8924 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7138 loss: 2.7138 2022/06/26 03:15:51 - mmengine - INFO - Epoch(train) [56][2700/3757] lr: 7.868e-03 eta: 1 day, 10:06:04 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 5.9632 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.4630 loss: 2.4630 2022/06/26 03:15:56 - mmengine - INFO - Epoch(train) [56][2720/3757] lr: 7.868e-03 eta: 1 day, 10:05:59 time: 0.252 data_time: 0.010 memory: 5036 grad_norm: 5.6498 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9392 loss: 2.9392 2022/06/26 03:16:01 - mmengine - INFO - Epoch(train) [56][2740/3757] lr: 7.868e-03 eta: 1 day, 10:05:54 time: 0.347 data_time: 0.014 memory: 5036 grad_norm: 5.7859 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5601 loss: 2.5601 2022/06/26 03:16:06 - mmengine - INFO - Epoch(train) [56][2760/3757] lr: 7.868e-03 eta: 1 day, 10:05:48 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 6.0007 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8671 loss: 2.8671 2022/06/26 03:16:12 - mmengine - INFO - Epoch(train) [56][2780/3757] lr: 7.868e-03 eta: 1 day, 10:05:43 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 6.4301 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.7479 loss: 2.7479 2022/06/26 03:16:17 - mmengine - INFO - Epoch(train) [56][2800/3757] lr: 7.868e-03 eta: 1 day, 10:05:38 time: 0.263 data_time: 0.012 memory: 5036 grad_norm: 5.8600 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6005 loss: 2.6005 2022/06/26 03:16:22 - mmengine - INFO - Epoch(train) [56][2820/3757] lr: 7.868e-03 eta: 1 day, 10:05:33 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 5.3593 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.6618 loss: 2.6618 2022/06/26 03:16:28 - mmengine - INFO - Epoch(train) [56][2840/3757] lr: 7.868e-03 eta: 1 day, 10:05:28 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 6.3608 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.2001 loss: 3.2001 2022/06/26 03:16:33 - mmengine - INFO - Epoch(train) [56][2860/3757] lr: 7.868e-03 eta: 1 day, 10:05:23 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 5.4732 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6760 loss: 2.6760 2022/06/26 03:16:38 - mmengine - INFO - Epoch(train) [56][2880/3757] lr: 7.868e-03 eta: 1 day, 10:05:17 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 6.6401 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9718 loss: 2.9718 2022/06/26 03:16:43 - mmengine - INFO - Epoch(train) [56][2900/3757] lr: 7.868e-03 eta: 1 day, 10:05:12 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 6.9389 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.3438 loss: 3.3438 2022/06/26 03:16:49 - mmengine - INFO - Epoch(train) [56][2920/3757] lr: 7.868e-03 eta: 1 day, 10:05:06 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 6.4202 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9626 loss: 2.9626 2022/06/26 03:16:54 - mmengine - INFO - Epoch(train) [56][2940/3757] lr: 7.868e-03 eta: 1 day, 10:05:01 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 5.9747 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8516 loss: 2.8516 2022/06/26 03:16:59 - mmengine - INFO - Epoch(train) [56][2960/3757] lr: 7.868e-03 eta: 1 day, 10:04:56 time: 0.267 data_time: 0.012 memory: 5036 grad_norm: 5.9082 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9515 loss: 2.9515 2022/06/26 03:17:05 - mmengine - INFO - Epoch(train) [56][2980/3757] lr: 7.868e-03 eta: 1 day, 10:04:51 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 5.3983 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5465 loss: 2.5465 2022/06/26 03:17:10 - mmengine - INFO - Epoch(train) [56][3000/3757] lr: 7.868e-03 eta: 1 day, 10:04:46 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 5.7508 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.9872 loss: 2.9872 2022/06/26 03:17:15 - mmengine - INFO - Epoch(train) [56][3020/3757] lr: 7.868e-03 eta: 1 day, 10:04:41 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.6402 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.8292 loss: 2.8292 2022/06/26 03:17:20 - mmengine - INFO - Epoch(train) [56][3040/3757] lr: 7.868e-03 eta: 1 day, 10:04:35 time: 0.276 data_time: 0.003 memory: 5036 grad_norm: 5.7916 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.8774 loss: 2.8774 2022/06/26 03:17:26 - mmengine - INFO - Epoch(train) [56][3060/3757] lr: 7.868e-03 eta: 1 day, 10:04:30 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 6.0236 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2651 loss: 2.2651 2022/06/26 03:17:31 - mmengine - INFO - Epoch(train) [56][3080/3757] lr: 7.868e-03 eta: 1 day, 10:04:25 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 6.0247 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7458 loss: 2.7458 2022/06/26 03:17:36 - mmengine - INFO - Epoch(train) [56][3100/3757] lr: 7.868e-03 eta: 1 day, 10:04:20 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 6.2283 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.3769 loss: 2.3769 2022/06/26 03:17:42 - mmengine - INFO - Epoch(train) [56][3120/3757] lr: 7.868e-03 eta: 1 day, 10:04:15 time: 0.272 data_time: 0.003 memory: 5036 grad_norm: 6.1607 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1871 loss: 2.1871 2022/06/26 03:17:47 - mmengine - INFO - Epoch(train) [56][3140/3757] lr: 7.868e-03 eta: 1 day, 10:04:10 time: 0.268 data_time: 0.008 memory: 5036 grad_norm: 6.0581 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9289 loss: 2.9289 2022/06/26 03:17:52 - mmengine - INFO - Epoch(train) [56][3160/3757] lr: 7.868e-03 eta: 1 day, 10:04:04 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 6.5433 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1760 loss: 3.1760 2022/06/26 03:17:58 - mmengine - INFO - Epoch(train) [56][3180/3757] lr: 7.868e-03 eta: 1 day, 10:03:59 time: 0.255 data_time: 0.008 memory: 5036 grad_norm: 6.0226 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.0244 loss: 3.0244 2022/06/26 03:18:03 - mmengine - INFO - Epoch(train) [56][3200/3757] lr: 7.868e-03 eta: 1 day, 10:03:55 time: 0.265 data_time: 0.006 memory: 5036 grad_norm: 5.6155 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.7715 loss: 2.7715 2022/06/26 03:18:08 - mmengine - INFO - Epoch(train) [56][3220/3757] lr: 7.868e-03 eta: 1 day, 10:03:49 time: 0.285 data_time: 0.003 memory: 5036 grad_norm: 5.7495 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.3505 loss: 3.3505 2022/06/26 03:18:14 - mmengine - INFO - Epoch(train) [56][3240/3757] lr: 7.868e-03 eta: 1 day, 10:03:44 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 6.0234 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1341 loss: 2.1341 2022/06/26 03:18:19 - mmengine - INFO - Epoch(train) [56][3260/3757] lr: 7.868e-03 eta: 1 day, 10:03:38 time: 0.249 data_time: 0.005 memory: 5036 grad_norm: 6.2540 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8323 loss: 2.8323 2022/06/26 03:18:24 - mmengine - INFO - Epoch(train) [56][3280/3757] lr: 7.868e-03 eta: 1 day, 10:03:34 time: 0.268 data_time: 0.003 memory: 5036 grad_norm: 6.0272 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.5359 loss: 2.5359 2022/06/26 03:18:30 - mmengine - INFO - Epoch(train) [56][3300/3757] lr: 7.868e-03 eta: 1 day, 10:03:29 time: 0.277 data_time: 0.006 memory: 5036 grad_norm: 5.8537 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 3.0131 loss: 3.0131 2022/06/26 03:18:35 - mmengine - INFO - Epoch(train) [56][3320/3757] lr: 7.868e-03 eta: 1 day, 10:03:23 time: 0.247 data_time: 0.006 memory: 5036 grad_norm: 6.4386 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.6086 loss: 2.6086 2022/06/26 03:18:40 - mmengine - INFO - Epoch(train) [56][3340/3757] lr: 7.868e-03 eta: 1 day, 10:03:17 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 5.6630 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9476 loss: 2.9476 2022/06/26 03:18:45 - mmengine - INFO - Epoch(train) [56][3360/3757] lr: 7.868e-03 eta: 1 day, 10:03:12 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 4.8218 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.7089 loss: 2.7089 2022/06/26 03:18:47 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 03:18:50 - mmengine - INFO - Epoch(train) [56][3380/3757] lr: 7.868e-03 eta: 1 day, 10:03:07 time: 0.273 data_time: 0.009 memory: 5036 grad_norm: 5.6923 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.9651 loss: 2.9651 2022/06/26 03:18:56 - mmengine - INFO - Epoch(train) [56][3400/3757] lr: 7.868e-03 eta: 1 day, 10:03:01 time: 0.257 data_time: 0.008 memory: 5036 grad_norm: 6.6819 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2530 loss: 3.2530 2022/06/26 03:19:01 - mmengine - INFO - Epoch(train) [56][3420/3757] lr: 7.868e-03 eta: 1 day, 10:02:56 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 4.5201 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.8925 loss: 2.8925 2022/06/26 03:19:06 - mmengine - INFO - Epoch(train) [56][3440/3757] lr: 7.868e-03 eta: 1 day, 10:02:50 time: 0.252 data_time: 0.005 memory: 5036 grad_norm: 6.9442 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7167 loss: 2.7167 2022/06/26 03:19:11 - mmengine - INFO - Epoch(train) [56][3460/3757] lr: 7.868e-03 eta: 1 day, 10:02:45 time: 0.285 data_time: 0.009 memory: 5036 grad_norm: 6.4536 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.7396 loss: 2.7396 2022/06/26 03:19:16 - mmengine - INFO - Epoch(train) [56][3480/3757] lr: 7.868e-03 eta: 1 day, 10:02:39 time: 0.252 data_time: 0.011 memory: 5036 grad_norm: 5.5338 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.8260 loss: 2.8260 2022/06/26 03:19:21 - mmengine - INFO - Epoch(train) [56][3500/3757] lr: 7.868e-03 eta: 1 day, 10:02:34 time: 0.267 data_time: 0.023 memory: 5036 grad_norm: 5.1135 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7605 loss: 2.7605 2022/06/26 03:19:26 - mmengine - INFO - Epoch(train) [56][3520/3757] lr: 7.868e-03 eta: 1 day, 10:02:28 time: 0.249 data_time: 0.008 memory: 5036 grad_norm: 5.4782 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.8282 loss: 2.8282 2022/06/26 03:19:32 - mmengine - INFO - Epoch(train) [56][3540/3757] lr: 7.868e-03 eta: 1 day, 10:02:23 time: 0.260 data_time: 0.017 memory: 5036 grad_norm: 5.4765 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9318 loss: 2.9318 2022/06/26 03:19:37 - mmengine - INFO - Epoch(train) [56][3560/3757] lr: 7.868e-03 eta: 1 day, 10:02:17 time: 0.247 data_time: 0.008 memory: 5036 grad_norm: 5.6177 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.4499 loss: 2.4499 2022/06/26 03:19:42 - mmengine - INFO - Epoch(train) [56][3580/3757] lr: 7.868e-03 eta: 1 day, 10:02:12 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 5.6082 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.6508 loss: 2.6508 2022/06/26 03:19:47 - mmengine - INFO - Epoch(train) [56][3600/3757] lr: 7.868e-03 eta: 1 day, 10:02:07 time: 0.252 data_time: 0.008 memory: 5036 grad_norm: 6.2862 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1862 loss: 3.1862 2022/06/26 03:19:53 - mmengine - INFO - Epoch(train) [56][3620/3757] lr: 7.868e-03 eta: 1 day, 10:02:02 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 5.8937 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.5446 loss: 2.5446 2022/06/26 03:19:58 - mmengine - INFO - Epoch(train) [56][3640/3757] lr: 7.868e-03 eta: 1 day, 10:01:56 time: 0.254 data_time: 0.014 memory: 5036 grad_norm: 5.4802 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6170 loss: 2.6170 2022/06/26 03:20:03 - mmengine - INFO - Epoch(train) [56][3660/3757] lr: 7.868e-03 eta: 1 day, 10:01:51 time: 0.255 data_time: 0.005 memory: 5036 grad_norm: 5.8732 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.9999 loss: 2.9999 2022/06/26 03:20:08 - mmengine - INFO - Epoch(train) [56][3680/3757] lr: 7.868e-03 eta: 1 day, 10:01:45 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 6.3249 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.6813 loss: 2.6813 2022/06/26 03:20:14 - mmengine - INFO - Epoch(train) [56][3700/3757] lr: 7.868e-03 eta: 1 day, 10:01:41 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 5.8191 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0799 loss: 3.0799 2022/06/26 03:20:19 - mmengine - INFO - Epoch(train) [56][3720/3757] lr: 7.868e-03 eta: 1 day, 10:01:36 time: 0.267 data_time: 0.005 memory: 5036 grad_norm: 5.6009 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5997 loss: 2.5997 2022/06/26 03:20:25 - mmengine - INFO - Epoch(train) [56][3740/3757] lr: 7.868e-03 eta: 1 day, 10:01:31 time: 0.251 data_time: 0.008 memory: 5036 grad_norm: 6.4707 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.8789 loss: 2.8789 2022/06/26 03:20:29 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 03:20:29 - mmengine - INFO - Saving checkpoint at 56 epochs 2022/06/26 03:20:42 - mmengine - INFO - Epoch(val) [56][20/310] eta: 0:01:43 time: 0.100 data_time: 0.001 memory: 5036 2022/06/26 03:20:46 - mmengine - INFO - Epoch(val) [56][40/310] eta: 0:01:33 time: 0.109 data_time: 0.002 memory: 1723 2022/06/26 03:20:51 - mmengine - INFO - Epoch(val) [56][60/310] eta: 0:00:26 time: 0.108 data_time: 0.002 memory: 1723 2022/06/26 03:20:56 - mmengine - INFO - Epoch(val) [56][80/310] eta: 0:00:24 time: 0.108 data_time: 0.001 memory: 1723 2022/06/26 03:21:03 - mmengine - INFO - Epoch(val) [56][100/310] eta: 0:01:12 time: 0.103 data_time: 0.002 memory: 1723 2022/06/26 03:21:08 - mmengine - INFO - Epoch(val) [56][120/310] eta: 0:01:13 time: 0.106 data_time: 0.002 memory: 1723 2022/06/26 03:21:12 - mmengine - INFO - Epoch(val) [56][140/310] eta: 0:00:17 time: 0.102 data_time: 0.001 memory: 1723 2022/06/26 03:21:17 - mmengine - INFO - Epoch(val) [56][160/310] eta: 0:00:15 time: 0.104 data_time: 0.002 memory: 1723 2022/06/26 03:21:23 - mmengine - INFO - Epoch(val) [56][180/310] eta: 0:00:29 time: 0.196 data_time: 0.089 memory: 1723 2022/06/26 03:21:29 - mmengine - INFO - Epoch(val) [56][200/310] eta: 0:00:39 time: 0.108 data_time: 0.001 memory: 1723 2022/06/26 03:21:34 - mmengine - INFO - Epoch(val) [56][220/310] eta: 0:00:21 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 03:21:38 - mmengine - INFO - Epoch(val) [56][240/310] eta: 0:00:07 time: 0.109 data_time: 0.002 memory: 1723 2022/06/26 03:21:45 - mmengine - INFO - Epoch(val) [56][260/310] eta: 0:00:14 time: 0.105 data_time: 0.002 memory: 1723 2022/06/26 03:21:49 - mmengine - INFO - Epoch(val) [56][280/310] eta: 0:00:07 time: 0.116 data_time: 0.002 memory: 1723 2022/06/26 03:21:51 - mmengine - INFO - Epoch(val) [56][300/310] eta: 0:00:01 time: 0.126 data_time: 0.003 memory: 1723 2022/06/26 03:21:54 - mmengine - INFO - Epoch(val) [56][310/310] acc/top1: 0.4674 acc/top5: 0.7257 acc/mean1: 0.4672 2022/06/26 03:22:03 - mmengine - INFO - Epoch(train) [57][20/3757] lr: 7.796e-03 eta: 1 day, 10:01:26 time: 0.245 data_time: 0.003 memory: 5036 grad_norm: 5.7145 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.5561 loss: 2.5561 2022/06/26 03:22:09 - mmengine - INFO - Epoch(train) [57][40/3757] lr: 7.796e-03 eta: 1 day, 10:01:21 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 4.7052 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6013 loss: 2.6013 2022/06/26 03:22:14 - mmengine - INFO - Epoch(train) [57][60/3757] lr: 7.796e-03 eta: 1 day, 10:01:17 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 5.4258 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.7219 loss: 2.7219 2022/06/26 03:22:19 - mmengine - INFO - Epoch(train) [57][80/3757] lr: 7.796e-03 eta: 1 day, 10:01:11 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.9129 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.5655 loss: 2.5655 2022/06/26 03:22:25 - mmengine - INFO - Epoch(train) [57][100/3757] lr: 7.796e-03 eta: 1 day, 10:01:06 time: 0.271 data_time: 0.015 memory: 5036 grad_norm: 5.4088 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1398 loss: 3.1398 2022/06/26 03:22:30 - mmengine - INFO - Epoch(train) [57][120/3757] lr: 7.796e-03 eta: 1 day, 10:01:01 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 5.4984 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7132 loss: 2.7132 2022/06/26 03:22:35 - mmengine - INFO - Epoch(train) [57][140/3757] lr: 7.796e-03 eta: 1 day, 10:00:56 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 5.1547 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9438 loss: 2.9438 2022/06/26 03:22:40 - mmengine - INFO - Epoch(train) [57][160/3757] lr: 7.796e-03 eta: 1 day, 10:00:50 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 6.3481 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8819 loss: 2.8819 2022/06/26 03:22:46 - mmengine - INFO - Epoch(train) [57][180/3757] lr: 7.796e-03 eta: 1 day, 10:00:45 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 6.5567 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5961 loss: 2.5961 2022/06/26 03:22:51 - mmengine - INFO - Epoch(train) [57][200/3757] lr: 7.796e-03 eta: 1 day, 10:00:39 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 6.9505 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0142 loss: 3.0142 2022/06/26 03:22:56 - mmengine - INFO - Epoch(train) [57][220/3757] lr: 7.796e-03 eta: 1 day, 10:00:34 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 5.6230 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7337 loss: 2.7337 2022/06/26 03:23:01 - mmengine - INFO - Epoch(train) [57][240/3757] lr: 7.796e-03 eta: 1 day, 10:00:29 time: 0.266 data_time: 0.003 memory: 5036 grad_norm: 6.0108 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.6871 loss: 2.6871 2022/06/26 03:23:07 - mmengine - INFO - Epoch(train) [57][260/3757] lr: 7.796e-03 eta: 1 day, 10:00:25 time: 0.258 data_time: 0.004 memory: 5036 grad_norm: 5.5032 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6489 loss: 2.6489 2022/06/26 03:23:12 - mmengine - INFO - Epoch(train) [57][280/3757] lr: 7.796e-03 eta: 1 day, 10:00:19 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 5.6646 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5388 loss: 2.5388 2022/06/26 03:23:18 - mmengine - INFO - Epoch(train) [57][300/3757] lr: 7.796e-03 eta: 1 day, 10:00:14 time: 0.243 data_time: 0.003 memory: 5036 grad_norm: 6.3125 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9345 loss: 2.9345 2022/06/26 03:23:23 - mmengine - INFO - Epoch(train) [57][320/3757] lr: 7.796e-03 eta: 1 day, 10:00:09 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 6.2945 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.8913 loss: 2.8913 2022/06/26 03:23:28 - mmengine - INFO - Epoch(train) [57][340/3757] lr: 7.796e-03 eta: 1 day, 10:00:04 time: 0.268 data_time: 0.003 memory: 5036 grad_norm: 5.8639 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.5886 loss: 2.5886 2022/06/26 03:23:33 - mmengine - INFO - Epoch(train) [57][360/3757] lr: 7.796e-03 eta: 1 day, 9:59:58 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 6.1702 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3010 loss: 2.3010 2022/06/26 03:23:39 - mmengine - INFO - Epoch(train) [57][380/3757] lr: 7.796e-03 eta: 1 day, 9:59:53 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 6.6739 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0572 loss: 3.0572 2022/06/26 03:23:44 - mmengine - INFO - Epoch(train) [57][400/3757] lr: 7.796e-03 eta: 1 day, 9:59:47 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 4.9995 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.6795 loss: 2.6795 2022/06/26 03:23:49 - mmengine - INFO - Epoch(train) [57][420/3757] lr: 7.796e-03 eta: 1 day, 9:59:43 time: 0.275 data_time: 0.003 memory: 5036 grad_norm: 5.5967 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8002 loss: 2.8002 2022/06/26 03:23:55 - mmengine - INFO - Epoch(train) [57][440/3757] lr: 7.796e-03 eta: 1 day, 9:59:38 time: 0.245 data_time: 0.003 memory: 5036 grad_norm: 5.4630 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.5598 loss: 2.5598 2022/06/26 03:24:00 - mmengine - INFO - Epoch(train) [57][460/3757] lr: 7.796e-03 eta: 1 day, 9:59:33 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 5.8963 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0310 loss: 3.0310 2022/06/26 03:24:05 - mmengine - INFO - Epoch(train) [57][480/3757] lr: 7.796e-03 eta: 1 day, 9:59:27 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 6.6865 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7795 loss: 2.7795 2022/06/26 03:24:11 - mmengine - INFO - Epoch(train) [57][500/3757] lr: 7.796e-03 eta: 1 day, 9:59:22 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 6.6623 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.8034 loss: 2.8034 2022/06/26 03:24:16 - mmengine - INFO - Epoch(train) [57][520/3757] lr: 7.796e-03 eta: 1 day, 9:59:17 time: 0.243 data_time: 0.003 memory: 5036 grad_norm: 6.1200 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.9971 loss: 2.9971 2022/06/26 03:24:21 - mmengine - INFO - Epoch(train) [57][540/3757] lr: 7.796e-03 eta: 1 day, 9:59:12 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 5.5707 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5747 loss: 2.5747 2022/06/26 03:24:26 - mmengine - INFO - Epoch(train) [57][560/3757] lr: 7.796e-03 eta: 1 day, 9:59:06 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 6.1088 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6419 loss: 2.6419 2022/06/26 03:24:32 - mmengine - INFO - Epoch(train) [57][580/3757] lr: 7.796e-03 eta: 1 day, 9:59:01 time: 0.290 data_time: 0.003 memory: 5036 grad_norm: 5.5831 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.6903 loss: 2.6903 2022/06/26 03:24:37 - mmengine - INFO - Epoch(train) [57][600/3757] lr: 7.796e-03 eta: 1 day, 9:58:56 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 6.9655 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0377 loss: 3.0377 2022/06/26 03:24:39 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 03:24:43 - mmengine - INFO - Epoch(train) [57][620/3757] lr: 7.796e-03 eta: 1 day, 9:58:51 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 6.0658 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.5623 loss: 2.5623 2022/06/26 03:24:48 - mmengine - INFO - Epoch(train) [57][640/3757] lr: 7.796e-03 eta: 1 day, 9:58:46 time: 0.247 data_time: 0.005 memory: 5036 grad_norm: 5.2195 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.8301 loss: 2.8301 2022/06/26 03:24:54 - mmengine - INFO - Epoch(train) [57][660/3757] lr: 7.796e-03 eta: 1 day, 9:58:42 time: 0.274 data_time: 0.005 memory: 5036 grad_norm: 5.8776 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5268 loss: 2.5268 2022/06/26 03:24:59 - mmengine - INFO - Epoch(train) [57][680/3757] lr: 7.796e-03 eta: 1 day, 9:58:36 time: 0.248 data_time: 0.004 memory: 5036 grad_norm: 6.0839 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4088 loss: 2.4088 2022/06/26 03:25:04 - mmengine - INFO - Epoch(train) [57][700/3757] lr: 7.796e-03 eta: 1 day, 9:58:31 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 6.5014 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2002 loss: 3.2002 2022/06/26 03:25:09 - mmengine - INFO - Epoch(train) [57][720/3757] lr: 7.796e-03 eta: 1 day, 9:58:26 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 6.2875 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6419 loss: 2.6419 2022/06/26 03:25:15 - mmengine - INFO - Epoch(train) [57][740/3757] lr: 7.796e-03 eta: 1 day, 9:58:21 time: 0.276 data_time: 0.006 memory: 5036 grad_norm: 6.1710 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.0912 loss: 3.0912 2022/06/26 03:25:20 - mmengine - INFO - Epoch(train) [57][760/3757] lr: 7.796e-03 eta: 1 day, 9:58:15 time: 0.245 data_time: 0.003 memory: 5036 grad_norm: 6.1989 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5241 loss: 2.5241 2022/06/26 03:25:25 - mmengine - INFO - Epoch(train) [57][780/3757] lr: 7.796e-03 eta: 1 day, 9:58:10 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 6.1618 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3282 loss: 2.3282 2022/06/26 03:25:30 - mmengine - INFO - Epoch(train) [57][800/3757] lr: 7.796e-03 eta: 1 day, 9:58:04 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 7.5885 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.0528 loss: 3.0528 2022/06/26 03:25:36 - mmengine - INFO - Epoch(train) [57][820/3757] lr: 7.796e-03 eta: 1 day, 9:57:59 time: 0.251 data_time: 0.009 memory: 5036 grad_norm: 6.3115 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9073 loss: 2.9073 2022/06/26 03:25:41 - mmengine - INFO - Epoch(train) [57][840/3757] lr: 7.796e-03 eta: 1 day, 9:57:54 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 6.1023 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.5158 loss: 2.5158 2022/06/26 03:25:46 - mmengine - INFO - Epoch(train) [57][860/3757] lr: 7.796e-03 eta: 1 day, 9:57:49 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 6.3543 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.7837 loss: 2.7837 2022/06/26 03:25:51 - mmengine - INFO - Epoch(train) [57][880/3757] lr: 7.796e-03 eta: 1 day, 9:57:43 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 6.2695 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.8001 loss: 2.8001 2022/06/26 03:25:57 - mmengine - INFO - Epoch(train) [57][900/3757] lr: 7.796e-03 eta: 1 day, 9:57:38 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 6.6877 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.1095 loss: 3.1095 2022/06/26 03:26:02 - mmengine - INFO - Epoch(train) [57][920/3757] lr: 7.796e-03 eta: 1 day, 9:57:33 time: 0.272 data_time: 0.009 memory: 5036 grad_norm: 5.5331 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6426 loss: 2.6426 2022/06/26 03:26:07 - mmengine - INFO - Epoch(train) [57][940/3757] lr: 7.796e-03 eta: 1 day, 9:57:27 time: 0.257 data_time: 0.011 memory: 5036 grad_norm: 5.5256 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9560 loss: 2.9560 2022/06/26 03:26:12 - mmengine - INFO - Epoch(train) [57][960/3757] lr: 7.796e-03 eta: 1 day, 9:57:22 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.1830 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0481 loss: 3.0481 2022/06/26 03:26:18 - mmengine - INFO - Epoch(train) [57][980/3757] lr: 7.796e-03 eta: 1 day, 9:57:18 time: 0.271 data_time: 0.003 memory: 5036 grad_norm: 6.6909 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8609 loss: 2.8609 2022/06/26 03:26:23 - mmengine - INFO - Epoch(train) [57][1000/3757] lr: 7.796e-03 eta: 1 day, 9:57:13 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 6.1214 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.7822 loss: 2.7822 2022/06/26 03:26:29 - mmengine - INFO - Epoch(train) [57][1020/3757] lr: 7.796e-03 eta: 1 day, 9:57:07 time: 0.248 data_time: 0.011 memory: 5036 grad_norm: 5.9059 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2870 loss: 2.2870 2022/06/26 03:26:34 - mmengine - INFO - Epoch(train) [57][1040/3757] lr: 7.796e-03 eta: 1 day, 9:57:02 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 6.1230 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.6383 loss: 2.6383 2022/06/26 03:26:39 - mmengine - INFO - Epoch(train) [57][1060/3757] lr: 7.796e-03 eta: 1 day, 9:56:57 time: 0.270 data_time: 0.005 memory: 5036 grad_norm: 6.1412 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0357 loss: 3.0357 2022/06/26 03:26:44 - mmengine - INFO - Epoch(train) [57][1080/3757] lr: 7.796e-03 eta: 1 day, 9:56:52 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 5.6635 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 2.3773 loss: 2.3773 2022/06/26 03:26:50 - mmengine - INFO - Epoch(train) [57][1100/3757] lr: 7.796e-03 eta: 1 day, 9:56:46 time: 0.265 data_time: 0.020 memory: 5036 grad_norm: 5.4914 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4512 loss: 2.4512 2022/06/26 03:26:55 - mmengine - INFO - Epoch(train) [57][1120/3757] lr: 7.796e-03 eta: 1 day, 9:56:41 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 6.3911 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.7692 loss: 2.7692 2022/06/26 03:27:00 - mmengine - INFO - Epoch(train) [57][1140/3757] lr: 7.796e-03 eta: 1 day, 9:56:36 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 5.6023 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4265 loss: 2.4265 2022/06/26 03:27:05 - mmengine - INFO - Epoch(train) [57][1160/3757] lr: 7.796e-03 eta: 1 day, 9:56:30 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 6.9740 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7324 loss: 2.7324 2022/06/26 03:27:11 - mmengine - INFO - Epoch(train) [57][1180/3757] lr: 7.796e-03 eta: 1 day, 9:56:25 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 5.9223 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.6481 loss: 2.6481 2022/06/26 03:27:16 - mmengine - INFO - Epoch(train) [57][1200/3757] lr: 7.796e-03 eta: 1 day, 9:56:20 time: 0.255 data_time: 0.011 memory: 5036 grad_norm: 7.3716 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.0025 loss: 3.0025 2022/06/26 03:27:21 - mmengine - INFO - Epoch(train) [57][1220/3757] lr: 7.796e-03 eta: 1 day, 9:56:15 time: 0.256 data_time: 0.002 memory: 5036 grad_norm: 5.5609 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.5949 loss: 2.5949 2022/06/26 03:27:27 - mmengine - INFO - Epoch(train) [57][1240/3757] lr: 7.796e-03 eta: 1 day, 9:56:10 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 5.8180 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.7000 loss: 2.7000 2022/06/26 03:27:32 - mmengine - INFO - Epoch(train) [57][1260/3757] lr: 7.796e-03 eta: 1 day, 9:56:05 time: 0.546 data_time: 0.006 memory: 5036 grad_norm: 5.3926 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.9331 loss: 2.9331 2022/06/26 03:27:37 - mmengine - INFO - Epoch(train) [57][1280/3757] lr: 7.796e-03 eta: 1 day, 9:56:00 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 6.0309 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7552 loss: 2.7552 2022/06/26 03:27:43 - mmengine - INFO - Epoch(train) [57][1300/3757] lr: 7.796e-03 eta: 1 day, 9:55:54 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.3595 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8684 loss: 2.8684 2022/06/26 03:27:48 - mmengine - INFO - Epoch(train) [57][1320/3757] lr: 7.796e-03 eta: 1 day, 9:55:49 time: 0.271 data_time: 0.003 memory: 5036 grad_norm: 6.2692 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9448 loss: 2.9448 2022/06/26 03:27:53 - mmengine - INFO - Epoch(train) [57][1340/3757] lr: 7.796e-03 eta: 1 day, 9:55:44 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 7.1107 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6933 loss: 2.6933 2022/06/26 03:27:58 - mmengine - INFO - Epoch(train) [57][1360/3757] lr: 7.796e-03 eta: 1 day, 9:55:39 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 5.3978 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5712 loss: 2.5712 2022/06/26 03:28:04 - mmengine - INFO - Epoch(train) [57][1380/3757] lr: 7.796e-03 eta: 1 day, 9:55:34 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 7.6795 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.4907 loss: 2.4907 2022/06/26 03:28:09 - mmengine - INFO - Epoch(train) [57][1400/3757] lr: 7.796e-03 eta: 1 day, 9:55:28 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 5.6001 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7608 loss: 2.7608 2022/06/26 03:28:14 - mmengine - INFO - Epoch(train) [57][1420/3757] lr: 7.796e-03 eta: 1 day, 9:55:23 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 5.3421 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9649 loss: 2.9649 2022/06/26 03:28:19 - mmengine - INFO - Epoch(train) [57][1440/3757] lr: 7.796e-03 eta: 1 day, 9:55:17 time: 0.259 data_time: 0.009 memory: 5036 grad_norm: 6.0973 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9438 loss: 2.9438 2022/06/26 03:28:25 - mmengine - INFO - Epoch(train) [57][1460/3757] lr: 7.796e-03 eta: 1 day, 9:55:12 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 6.4799 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5882 loss: 2.5882 2022/06/26 03:28:30 - mmengine - INFO - Epoch(train) [57][1480/3757] lr: 7.796e-03 eta: 1 day, 9:55:06 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 6.1845 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7470 loss: 2.7470 2022/06/26 03:28:35 - mmengine - INFO - Epoch(train) [57][1500/3757] lr: 7.796e-03 eta: 1 day, 9:55:01 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 6.1562 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.8141 loss: 2.8141 2022/06/26 03:28:40 - mmengine - INFO - Epoch(train) [57][1520/3757] lr: 7.796e-03 eta: 1 day, 9:54:55 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 5.0619 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.8567 loss: 2.8567 2022/06/26 03:28:45 - mmengine - INFO - Epoch(train) [57][1540/3757] lr: 7.796e-03 eta: 1 day, 9:54:50 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 4.8899 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3140 loss: 2.3140 2022/06/26 03:28:50 - mmengine - INFO - Epoch(train) [57][1560/3757] lr: 7.796e-03 eta: 1 day, 9:54:44 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 6.1182 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5485 loss: 2.5485 2022/06/26 03:28:56 - mmengine - INFO - Epoch(train) [57][1580/3757] lr: 7.796e-03 eta: 1 day, 9:54:39 time: 0.257 data_time: 0.008 memory: 5036 grad_norm: 5.9441 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.4476 loss: 3.4476 2022/06/26 03:29:01 - mmengine - INFO - Epoch(train) [57][1600/3757] lr: 7.796e-03 eta: 1 day, 9:54:34 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 6.2346 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.7224 loss: 2.7224 2022/06/26 03:29:03 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 03:29:06 - mmengine - INFO - Epoch(train) [57][1620/3757] lr: 7.796e-03 eta: 1 day, 9:54:28 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 7.0029 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 2.7700 loss: 2.7700 2022/06/26 03:29:11 - mmengine - INFO - Epoch(train) [57][1640/3757] lr: 7.796e-03 eta: 1 day, 9:54:23 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 6.5006 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6655 loss: 2.6655 2022/06/26 03:29:17 - mmengine - INFO - Epoch(train) [57][1660/3757] lr: 7.796e-03 eta: 1 day, 9:54:18 time: 0.250 data_time: 0.004 memory: 5036 grad_norm: 6.9493 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5471 loss: 2.5471 2022/06/26 03:29:22 - mmengine - INFO - Epoch(train) [57][1680/3757] lr: 7.796e-03 eta: 1 day, 9:54:13 time: 0.415 data_time: 0.012 memory: 5036 grad_norm: 6.5579 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.6500 loss: 2.6500 2022/06/26 03:29:27 - mmengine - INFO - Epoch(train) [57][1700/3757] lr: 7.796e-03 eta: 1 day, 9:54:07 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 5.6121 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0370 loss: 3.0370 2022/06/26 03:29:33 - mmengine - INFO - Epoch(train) [57][1720/3757] lr: 7.796e-03 eta: 1 day, 9:54:02 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 5.9349 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.9608 loss: 2.9608 2022/06/26 03:29:38 - mmengine - INFO - Epoch(train) [57][1740/3757] lr: 7.796e-03 eta: 1 day, 9:53:57 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 6.3785 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9205 loss: 2.9205 2022/06/26 03:29:43 - mmengine - INFO - Epoch(train) [57][1760/3757] lr: 7.796e-03 eta: 1 day, 9:53:52 time: 0.258 data_time: 0.014 memory: 5036 grad_norm: 6.5110 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6967 loss: 2.6967 2022/06/26 03:29:49 - mmengine - INFO - Epoch(train) [57][1780/3757] lr: 7.796e-03 eta: 1 day, 9:53:47 time: 0.258 data_time: 0.002 memory: 5036 grad_norm: 6.7661 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7471 loss: 2.7471 2022/06/26 03:29:54 - mmengine - INFO - Epoch(train) [57][1800/3757] lr: 7.796e-03 eta: 1 day, 9:53:42 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 5.7084 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 3.0052 loss: 3.0052 2022/06/26 03:29:59 - mmengine - INFO - Epoch(train) [57][1820/3757] lr: 7.796e-03 eta: 1 day, 9:53:37 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 6.0717 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4991 loss: 2.4991 2022/06/26 03:30:05 - mmengine - INFO - Epoch(train) [57][1840/3757] lr: 7.796e-03 eta: 1 day, 9:53:31 time: 0.277 data_time: 0.032 memory: 5036 grad_norm: 5.8931 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.7686 loss: 2.7686 2022/06/26 03:30:10 - mmengine - INFO - Epoch(train) [57][1860/3757] lr: 7.796e-03 eta: 1 day, 9:53:26 time: 0.271 data_time: 0.003 memory: 5036 grad_norm: 6.8067 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.9808 loss: 2.9808 2022/06/26 03:30:15 - mmengine - INFO - Epoch(train) [57][1880/3757] lr: 7.796e-03 eta: 1 day, 9:53:21 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 6.5267 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.6966 loss: 2.6966 2022/06/26 03:30:20 - mmengine - INFO - Epoch(train) [57][1900/3757] lr: 7.796e-03 eta: 1 day, 9:53:16 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 5.9705 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6899 loss: 2.6899 2022/06/26 03:30:26 - mmengine - INFO - Epoch(train) [57][1920/3757] lr: 7.796e-03 eta: 1 day, 9:53:11 time: 0.265 data_time: 0.028 memory: 5036 grad_norm: 6.0203 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4686 loss: 2.4686 2022/06/26 03:30:31 - mmengine - INFO - Epoch(train) [57][1940/3757] lr: 7.796e-03 eta: 1 day, 9:53:06 time: 0.283 data_time: 0.003 memory: 5036 grad_norm: 5.7704 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2128 loss: 3.2128 2022/06/26 03:30:37 - mmengine - INFO - Epoch(train) [57][1960/3757] lr: 7.796e-03 eta: 1 day, 9:53:01 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 6.5479 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7003 loss: 2.7003 2022/06/26 03:30:42 - mmengine - INFO - Epoch(train) [57][1980/3757] lr: 7.796e-03 eta: 1 day, 9:52:56 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 6.1772 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9150 loss: 2.9150 2022/06/26 03:30:47 - mmengine - INFO - Epoch(train) [57][2000/3757] lr: 7.796e-03 eta: 1 day, 9:52:51 time: 0.274 data_time: 0.028 memory: 5036 grad_norm: 6.6814 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6280 loss: 2.6280 2022/06/26 03:30:53 - mmengine - INFO - Epoch(train) [57][2020/3757] lr: 7.796e-03 eta: 1 day, 9:52:46 time: 0.266 data_time: 0.003 memory: 5036 grad_norm: 6.3944 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2271 loss: 2.2271 2022/06/26 03:30:58 - mmengine - INFO - Epoch(train) [57][2040/3757] lr: 7.796e-03 eta: 1 day, 9:52:41 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 5.9306 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6154 loss: 2.6154 2022/06/26 03:31:04 - mmengine - INFO - Epoch(train) [57][2060/3757] lr: 7.796e-03 eta: 1 day, 9:52:36 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 5.5332 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7153 loss: 2.7153 2022/06/26 03:31:09 - mmengine - INFO - Epoch(train) [57][2080/3757] lr: 7.796e-03 eta: 1 day, 9:52:31 time: 0.263 data_time: 0.025 memory: 5036 grad_norm: 6.1719 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.5748 loss: 2.5748 2022/06/26 03:31:14 - mmengine - INFO - Epoch(train) [57][2100/3757] lr: 7.796e-03 eta: 1 day, 9:52:26 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 6.2912 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.7392 loss: 2.7392 2022/06/26 03:31:19 - mmengine - INFO - Epoch(train) [57][2120/3757] lr: 7.796e-03 eta: 1 day, 9:52:20 time: 0.251 data_time: 0.007 memory: 5036 grad_norm: 6.1274 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8137 loss: 2.8137 2022/06/26 03:31:25 - mmengine - INFO - Epoch(train) [57][2140/3757] lr: 7.796e-03 eta: 1 day, 9:52:15 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 5.4328 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.7340 loss: 2.7340 2022/06/26 03:31:30 - mmengine - INFO - Epoch(train) [57][2160/3757] lr: 7.796e-03 eta: 1 day, 9:52:10 time: 0.250 data_time: 0.012 memory: 5036 grad_norm: 5.0793 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.8011 loss: 2.8011 2022/06/26 03:31:36 - mmengine - INFO - Epoch(train) [57][2180/3757] lr: 7.796e-03 eta: 1 day, 9:52:05 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 6.9192 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.9198 loss: 2.9198 2022/06/26 03:31:41 - mmengine - INFO - Epoch(train) [57][2200/3757] lr: 7.796e-03 eta: 1 day, 9:51:59 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 6.1792 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6170 loss: 2.6170 2022/06/26 03:31:46 - mmengine - INFO - Epoch(train) [57][2220/3757] lr: 7.796e-03 eta: 1 day, 9:51:54 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 6.1256 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6815 loss: 2.6815 2022/06/26 03:31:51 - mmengine - INFO - Epoch(train) [57][2240/3757] lr: 7.796e-03 eta: 1 day, 9:51:48 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 6.1762 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9050 loss: 2.9050 2022/06/26 03:31:56 - mmengine - INFO - Epoch(train) [57][2260/3757] lr: 7.796e-03 eta: 1 day, 9:51:43 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 5.6151 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.8503 loss: 2.8503 2022/06/26 03:32:01 - mmengine - INFO - Epoch(train) [57][2280/3757] lr: 7.796e-03 eta: 1 day, 9:51:37 time: 0.255 data_time: 0.008 memory: 5036 grad_norm: 6.5022 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.1802 loss: 3.1802 2022/06/26 03:32:07 - mmengine - INFO - Epoch(train) [57][2300/3757] lr: 7.796e-03 eta: 1 day, 9:51:32 time: 0.259 data_time: 0.009 memory: 5036 grad_norm: 6.7349 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6888 loss: 2.6888 2022/06/26 03:32:12 - mmengine - INFO - Epoch(train) [57][2320/3757] lr: 7.796e-03 eta: 1 day, 9:51:26 time: 0.258 data_time: 0.010 memory: 5036 grad_norm: 6.0948 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7110 loss: 2.7110 2022/06/26 03:32:17 - mmengine - INFO - Epoch(train) [57][2340/3757] lr: 7.796e-03 eta: 1 day, 9:51:22 time: 0.258 data_time: 0.014 memory: 5036 grad_norm: 6.3436 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6170 loss: 2.6170 2022/06/26 03:32:23 - mmengine - INFO - Epoch(train) [57][2360/3757] lr: 7.796e-03 eta: 1 day, 9:51:17 time: 0.265 data_time: 0.002 memory: 5036 grad_norm: 6.2292 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7655 loss: 2.7655 2022/06/26 03:32:28 - mmengine - INFO - Epoch(train) [57][2380/3757] lr: 7.796e-03 eta: 1 day, 9:51:11 time: 0.257 data_time: 0.010 memory: 5036 grad_norm: 4.8961 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4930 loss: 2.4930 2022/06/26 03:32:33 - mmengine - INFO - Epoch(train) [57][2400/3757] lr: 7.796e-03 eta: 1 day, 9:51:06 time: 0.252 data_time: 0.008 memory: 5036 grad_norm: 6.5695 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4795 loss: 2.4795 2022/06/26 03:32:38 - mmengine - INFO - Epoch(train) [57][2420/3757] lr: 7.796e-03 eta: 1 day, 9:51:00 time: 0.250 data_time: 0.005 memory: 5036 grad_norm: 6.4663 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7519 loss: 2.7519 2022/06/26 03:32:43 - mmengine - INFO - Epoch(train) [57][2440/3757] lr: 7.796e-03 eta: 1 day, 9:50:55 time: 0.270 data_time: 0.005 memory: 5036 grad_norm: 6.4869 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6085 loss: 2.6085 2022/06/26 03:32:49 - mmengine - INFO - Epoch(train) [57][2460/3757] lr: 7.796e-03 eta: 1 day, 9:50:50 time: 0.267 data_time: 0.027 memory: 5036 grad_norm: 5.8623 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7258 loss: 2.7258 2022/06/26 03:32:54 - mmengine - INFO - Epoch(train) [57][2480/3757] lr: 7.796e-03 eta: 1 day, 9:50:44 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 5.8019 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.2578 loss: 2.2578 2022/06/26 03:32:59 - mmengine - INFO - Epoch(train) [57][2500/3757] lr: 7.796e-03 eta: 1 day, 9:50:39 time: 0.259 data_time: 0.009 memory: 5036 grad_norm: 6.2839 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8754 loss: 2.8754 2022/06/26 03:33:04 - mmengine - INFO - Epoch(train) [57][2520/3757] lr: 7.796e-03 eta: 1 day, 9:50:33 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 6.6063 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.9141 loss: 2.9141 2022/06/26 03:33:09 - mmengine - INFO - Epoch(train) [57][2540/3757] lr: 7.796e-03 eta: 1 day, 9:50:28 time: 0.261 data_time: 0.022 memory: 5036 grad_norm: 5.1451 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6476 loss: 2.6476 2022/06/26 03:33:15 - mmengine - INFO - Epoch(train) [57][2560/3757] lr: 7.796e-03 eta: 1 day, 9:50:24 time: 0.262 data_time: 0.008 memory: 5036 grad_norm: 5.0701 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6042 loss: 2.6042 2022/06/26 03:33:20 - mmengine - INFO - Epoch(train) [57][2580/3757] lr: 7.796e-03 eta: 1 day, 9:50:18 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 5.9514 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.0078 loss: 3.0078 2022/06/26 03:33:25 - mmengine - INFO - Epoch(train) [57][2600/3757] lr: 7.796e-03 eta: 1 day, 9:50:13 time: 0.254 data_time: 0.005 memory: 5036 grad_norm: 5.5420 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.6458 loss: 2.6458 2022/06/26 03:33:28 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 03:33:31 - mmengine - INFO - Epoch(train) [57][2620/3757] lr: 7.796e-03 eta: 1 day, 9:50:08 time: 0.271 data_time: 0.028 memory: 5036 grad_norm: 5.8818 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4939 loss: 2.4939 2022/06/26 03:33:36 - mmengine - INFO - Epoch(train) [57][2640/3757] lr: 7.796e-03 eta: 1 day, 9:50:02 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.3051 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5272 loss: 2.5272 2022/06/26 03:33:41 - mmengine - INFO - Epoch(train) [57][2660/3757] lr: 7.796e-03 eta: 1 day, 9:49:57 time: 0.277 data_time: 0.003 memory: 5036 grad_norm: 5.3288 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6791 loss: 2.6791 2022/06/26 03:33:46 - mmengine - INFO - Epoch(train) [57][2680/3757] lr: 7.796e-03 eta: 1 day, 9:49:52 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 5.6809 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4791 loss: 2.4791 2022/06/26 03:33:52 - mmengine - INFO - Epoch(train) [57][2700/3757] lr: 7.796e-03 eta: 1 day, 9:49:46 time: 0.272 data_time: 0.030 memory: 5036 grad_norm: 6.1249 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8770 loss: 2.8770 2022/06/26 03:33:57 - mmengine - INFO - Epoch(train) [57][2720/3757] lr: 7.796e-03 eta: 1 day, 9:49:41 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 6.2630 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8582 loss: 2.8582 2022/06/26 03:34:02 - mmengine - INFO - Epoch(train) [57][2740/3757] lr: 7.796e-03 eta: 1 day, 9:49:36 time: 0.284 data_time: 0.006 memory: 5036 grad_norm: 5.4067 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2124 loss: 3.2124 2022/06/26 03:34:07 - mmengine - INFO - Epoch(train) [57][2760/3757] lr: 7.796e-03 eta: 1 day, 9:49:30 time: 0.256 data_time: 0.002 memory: 5036 grad_norm: 5.5312 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0945 loss: 3.0945 2022/06/26 03:34:13 - mmengine - INFO - Epoch(train) [57][2780/3757] lr: 7.796e-03 eta: 1 day, 9:49:25 time: 0.321 data_time: 0.032 memory: 5036 grad_norm: 5.4297 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7709 loss: 2.7709 2022/06/26 03:34:18 - mmengine - INFO - Epoch(train) [57][2800/3757] lr: 7.796e-03 eta: 1 day, 9:49:20 time: 0.278 data_time: 0.003 memory: 5036 grad_norm: 5.6204 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.4685 loss: 2.4685 2022/06/26 03:34:23 - mmengine - INFO - Epoch(train) [57][2820/3757] lr: 7.796e-03 eta: 1 day, 9:49:14 time: 0.271 data_time: 0.016 memory: 5036 grad_norm: 6.0694 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6948 loss: 2.6948 2022/06/26 03:34:28 - mmengine - INFO - Epoch(train) [57][2840/3757] lr: 7.796e-03 eta: 1 day, 9:49:09 time: 0.257 data_time: 0.005 memory: 5036 grad_norm: 6.1679 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6087 loss: 2.6087 2022/06/26 03:34:34 - mmengine - INFO - Epoch(train) [57][2860/3757] lr: 7.796e-03 eta: 1 day, 9:49:04 time: 0.254 data_time: 0.005 memory: 5036 grad_norm: 6.8849 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.3161 loss: 3.3161 2022/06/26 03:34:39 - mmengine - INFO - Epoch(train) [57][2880/3757] lr: 7.796e-03 eta: 1 day, 9:48:58 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 5.8060 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.7235 loss: 2.7235 2022/06/26 03:34:44 - mmengine - INFO - Epoch(train) [57][2900/3757] lr: 7.796e-03 eta: 1 day, 9:48:53 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 5.7671 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.4303 loss: 2.4303 2022/06/26 03:34:49 - mmengine - INFO - Epoch(train) [57][2920/3757] lr: 7.796e-03 eta: 1 day, 9:48:47 time: 0.249 data_time: 0.007 memory: 5036 grad_norm: 5.7901 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.9660 loss: 2.9660 2022/06/26 03:34:54 - mmengine - INFO - Epoch(train) [57][2940/3757] lr: 7.796e-03 eta: 1 day, 9:48:42 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.1204 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5869 loss: 2.5869 2022/06/26 03:35:00 - mmengine - INFO - Epoch(train) [57][2960/3757] lr: 7.796e-03 eta: 1 day, 9:48:37 time: 0.267 data_time: 0.003 memory: 5036 grad_norm: 5.1746 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.9470 loss: 2.9470 2022/06/26 03:35:05 - mmengine - INFO - Epoch(train) [57][2980/3757] lr: 7.796e-03 eta: 1 day, 9:48:31 time: 0.279 data_time: 0.015 memory: 5036 grad_norm: 5.9139 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6802 loss: 2.6802 2022/06/26 03:35:10 - mmengine - INFO - Epoch(train) [57][3000/3757] lr: 7.796e-03 eta: 1 day, 9:48:26 time: 0.259 data_time: 0.004 memory: 5036 grad_norm: 5.9876 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3973 loss: 2.3973 2022/06/26 03:35:16 - mmengine - INFO - Epoch(train) [57][3020/3757] lr: 7.796e-03 eta: 1 day, 9:48:21 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 5.7242 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.9191 loss: 2.9191 2022/06/26 03:35:21 - mmengine - INFO - Epoch(train) [57][3040/3757] lr: 7.796e-03 eta: 1 day, 9:48:16 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 6.2514 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8811 loss: 2.8811 2022/06/26 03:35:27 - mmengine - INFO - Epoch(train) [57][3060/3757] lr: 7.796e-03 eta: 1 day, 9:48:12 time: 0.285 data_time: 0.012 memory: 5036 grad_norm: 5.1860 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6810 loss: 2.6810 2022/06/26 03:35:32 - mmengine - INFO - Epoch(train) [57][3080/3757] lr: 7.796e-03 eta: 1 day, 9:48:06 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 6.1322 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6401 loss: 2.6401 2022/06/26 03:35:37 - mmengine - INFO - Epoch(train) [57][3100/3757] lr: 7.796e-03 eta: 1 day, 9:48:01 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 5.5777 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.1858 loss: 2.1858 2022/06/26 03:35:42 - mmengine - INFO - Epoch(train) [57][3120/3757] lr: 7.796e-03 eta: 1 day, 9:47:56 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 6.2471 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6481 loss: 2.6481 2022/06/26 03:35:48 - mmengine - INFO - Epoch(train) [57][3140/3757] lr: 7.796e-03 eta: 1 day, 9:47:51 time: 0.257 data_time: 0.011 memory: 5036 grad_norm: 6.2326 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7051 loss: 2.7051 2022/06/26 03:35:53 - mmengine - INFO - Epoch(train) [57][3160/3757] lr: 7.796e-03 eta: 1 day, 9:47:45 time: 0.268 data_time: 0.003 memory: 5036 grad_norm: 6.0795 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5271 loss: 2.5271 2022/06/26 03:35:58 - mmengine - INFO - Epoch(train) [57][3180/3757] lr: 7.796e-03 eta: 1 day, 9:47:40 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.1488 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.5762 loss: 2.5762 2022/06/26 03:36:03 - mmengine - INFO - Epoch(train) [57][3200/3757] lr: 7.796e-03 eta: 1 day, 9:47:35 time: 0.267 data_time: 0.003 memory: 5036 grad_norm: 6.4227 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5528 loss: 2.5528 2022/06/26 03:36:09 - mmengine - INFO - Epoch(train) [57][3220/3757] lr: 7.796e-03 eta: 1 day, 9:47:29 time: 0.263 data_time: 0.005 memory: 5036 grad_norm: 5.4918 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4963 loss: 2.4963 2022/06/26 03:36:14 - mmengine - INFO - Epoch(train) [57][3240/3757] lr: 7.796e-03 eta: 1 day, 9:47:24 time: 0.276 data_time: 0.003 memory: 5036 grad_norm: 6.1234 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8438 loss: 2.8438 2022/06/26 03:36:19 - mmengine - INFO - Epoch(train) [57][3260/3757] lr: 7.796e-03 eta: 1 day, 9:47:19 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 6.2813 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.0292 loss: 3.0292 2022/06/26 03:36:25 - mmengine - INFO - Epoch(train) [57][3280/3757] lr: 7.796e-03 eta: 1 day, 9:47:14 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.9661 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7668 loss: 2.7668 2022/06/26 03:36:30 - mmengine - INFO - Epoch(train) [57][3300/3757] lr: 7.796e-03 eta: 1 day, 9:47:08 time: 0.257 data_time: 0.012 memory: 5036 grad_norm: 6.1470 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6716 loss: 2.6716 2022/06/26 03:36:35 - mmengine - INFO - Epoch(train) [57][3320/3757] lr: 7.796e-03 eta: 1 day, 9:47:04 time: 0.281 data_time: 0.015 memory: 5036 grad_norm: 6.0489 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5163 loss: 2.5163 2022/06/26 03:36:41 - mmengine - INFO - Epoch(train) [57][3340/3757] lr: 7.796e-03 eta: 1 day, 9:46:58 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 5.9413 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.5978 loss: 2.5978 2022/06/26 03:36:46 - mmengine - INFO - Epoch(train) [57][3360/3757] lr: 7.796e-03 eta: 1 day, 9:46:53 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 5.9858 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.5027 loss: 2.5027 2022/06/26 03:36:51 - mmengine - INFO - Epoch(train) [57][3380/3757] lr: 7.796e-03 eta: 1 day, 9:46:48 time: 0.254 data_time: 0.014 memory: 5036 grad_norm: 6.3212 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.1972 loss: 2.1972 2022/06/26 03:36:57 - mmengine - INFO - Epoch(train) [57][3400/3757] lr: 7.796e-03 eta: 1 day, 9:46:44 time: 0.292 data_time: 0.003 memory: 5036 grad_norm: 5.6376 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6405 loss: 2.6405 2022/06/26 03:37:02 - mmengine - INFO - Epoch(train) [57][3420/3757] lr: 7.796e-03 eta: 1 day, 9:46:38 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 6.2598 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.9149 loss: 2.9149 2022/06/26 03:37:07 - mmengine - INFO - Epoch(train) [57][3440/3757] lr: 7.796e-03 eta: 1 day, 9:46:33 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 6.7896 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.6977 loss: 2.6977 2022/06/26 03:37:12 - mmengine - INFO - Epoch(train) [57][3460/3757] lr: 7.796e-03 eta: 1 day, 9:46:27 time: 0.249 data_time: 0.005 memory: 5036 grad_norm: 6.1777 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0959 loss: 3.0959 2022/06/26 03:37:18 - mmengine - INFO - Epoch(train) [57][3480/3757] lr: 7.796e-03 eta: 1 day, 9:46:22 time: 0.272 data_time: 0.003 memory: 5036 grad_norm: 5.2448 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9753 loss: 2.9753 2022/06/26 03:37:23 - mmengine - INFO - Epoch(train) [57][3500/3757] lr: 7.796e-03 eta: 1 day, 9:46:17 time: 0.336 data_time: 0.002 memory: 5036 grad_norm: 5.6813 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.5154 loss: 2.5154 2022/06/26 03:37:28 - mmengine - INFO - Epoch(train) [57][3520/3757] lr: 7.796e-03 eta: 1 day, 9:46:11 time: 0.277 data_time: 0.006 memory: 5036 grad_norm: 6.0705 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9161 loss: 2.9161 2022/06/26 03:37:33 - mmengine - INFO - Epoch(train) [57][3540/3757] lr: 7.796e-03 eta: 1 day, 9:46:06 time: 0.251 data_time: 0.005 memory: 5036 grad_norm: 7.3012 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0271 loss: 3.0271 2022/06/26 03:37:38 - mmengine - INFO - Epoch(train) [57][3560/3757] lr: 7.796e-03 eta: 1 day, 9:46:00 time: 0.274 data_time: 0.003 memory: 5036 grad_norm: 6.1800 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.8600 loss: 2.8600 2022/06/26 03:37:44 - mmengine - INFO - Epoch(train) [57][3580/3757] lr: 7.796e-03 eta: 1 day, 9:45:55 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 5.9288 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.9008 loss: 2.9008 2022/06/26 03:37:49 - mmengine - INFO - Epoch(train) [57][3600/3757] lr: 7.796e-03 eta: 1 day, 9:45:49 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 6.9557 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0159 loss: 3.0159 2022/06/26 03:37:51 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 03:37:54 - mmengine - INFO - Epoch(train) [57][3620/3757] lr: 7.796e-03 eta: 1 day, 9:45:44 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 5.9743 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4974 loss: 2.4974 2022/06/26 03:37:59 - mmengine - INFO - Epoch(train) [57][3640/3757] lr: 7.796e-03 eta: 1 day, 9:45:39 time: 0.282 data_time: 0.003 memory: 5036 grad_norm: 6.7477 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7372 loss: 2.7372 2022/06/26 03:38:05 - mmengine - INFO - Epoch(train) [57][3660/3757] lr: 7.796e-03 eta: 1 day, 9:45:34 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 5.2071 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5938 loss: 2.5938 2022/06/26 03:38:10 - mmengine - INFO - Epoch(train) [57][3680/3757] lr: 7.796e-03 eta: 1 day, 9:45:28 time: 0.252 data_time: 0.005 memory: 5036 grad_norm: 5.9344 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.6932 loss: 2.6932 2022/06/26 03:38:15 - mmengine - INFO - Epoch(train) [57][3700/3757] lr: 7.796e-03 eta: 1 day, 9:45:23 time: 0.256 data_time: 0.004 memory: 5036 grad_norm: 5.2892 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.7807 loss: 2.7807 2022/06/26 03:38:20 - mmengine - INFO - Epoch(train) [57][3720/3757] lr: 7.796e-03 eta: 1 day, 9:45:17 time: 0.274 data_time: 0.003 memory: 5036 grad_norm: 5.7647 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.5976 loss: 2.5976 2022/06/26 03:38:25 - mmengine - INFO - Epoch(train) [57][3740/3757] lr: 7.796e-03 eta: 1 day, 9:45:12 time: 0.237 data_time: 0.005 memory: 5036 grad_norm: 5.5888 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.0739 loss: 3.0739 2022/06/26 03:38:30 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 03:38:30 - mmengine - INFO - Saving checkpoint at 57 epochs 2022/06/26 03:38:42 - mmengine - INFO - Epoch(val) [57][20/310] eta: 0:01:42 time: 0.103 data_time: 0.001 memory: 5036 2022/06/26 03:38:47 - mmengine - INFO - Epoch(val) [57][40/310] eta: 0:01:33 time: 0.115 data_time: 0.009 memory: 1723 2022/06/26 03:38:51 - mmengine - INFO - Epoch(val) [57][60/310] eta: 0:00:26 time: 0.106 data_time: 0.002 memory: 1723 2022/06/26 03:38:56 - mmengine - INFO - Epoch(val) [57][80/310] eta: 0:00:24 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 03:39:03 - mmengine - INFO - Epoch(val) [57][100/310] eta: 0:01:15 time: 0.110 data_time: 0.002 memory: 1723 2022/06/26 03:39:08 - mmengine - INFO - Epoch(val) [57][120/310] eta: 0:01:09 time: 0.114 data_time: 0.011 memory: 1723 2022/06/26 03:39:12 - mmengine - INFO - Epoch(val) [57][140/310] eta: 0:00:18 time: 0.105 data_time: 0.004 memory: 1723 2022/06/26 03:39:17 - mmengine - INFO - Epoch(val) [57][160/310] eta: 0:00:15 time: 0.108 data_time: 0.001 memory: 1723 2022/06/26 03:39:24 - mmengine - INFO - Epoch(val) [57][180/310] eta: 0:00:45 time: 0.104 data_time: 0.002 memory: 1723 2022/06/26 03:39:28 - mmengine - INFO - Epoch(val) [57][200/310] eta: 0:00:35 time: 0.106 data_time: 0.002 memory: 1723 2022/06/26 03:39:33 - mmengine - INFO - Epoch(val) [57][220/310] eta: 0:00:09 time: 0.110 data_time: 0.008 memory: 1723 2022/06/26 03:39:38 - mmengine - INFO - Epoch(val) [57][240/310] eta: 0:00:07 time: 0.108 data_time: 0.002 memory: 1723 2022/06/26 03:39:44 - mmengine - INFO - Epoch(val) [57][260/310] eta: 0:00:18 time: 0.113 data_time: 0.002 memory: 1723 2022/06/26 03:39:49 - mmengine - INFO - Epoch(val) [57][280/310] eta: 0:00:09 time: 0.114 data_time: 0.001 memory: 1723 2022/06/26 03:39:51 - mmengine - INFO - Epoch(val) [57][300/310] eta: 0:00:01 time: 0.106 data_time: 0.006 memory: 1723 2022/06/26 03:39:53 - mmengine - INFO - Epoch(val) [57][310/310] acc/top1: 0.4620 acc/top5: 0.7209 acc/mean1: 0.4617 2022/06/26 03:40:03 - mmengine - INFO - Epoch(train) [58][20/3757] lr: 7.723e-03 eta: 1 day, 9:45:08 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 5.7235 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8156 loss: 2.8156 2022/06/26 03:40:09 - mmengine - INFO - Epoch(train) [58][40/3757] lr: 7.723e-03 eta: 1 day, 9:45:03 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 5.5792 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7425 loss: 2.7425 2022/06/26 03:40:14 - mmengine - INFO - Epoch(train) [58][60/3757] lr: 7.723e-03 eta: 1 day, 9:44:58 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 6.0391 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.6064 loss: 2.6064 2022/06/26 03:40:19 - mmengine - INFO - Epoch(train) [58][80/3757] lr: 7.723e-03 eta: 1 day, 9:44:52 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 5.7459 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.7347 loss: 2.7347 2022/06/26 03:40:25 - mmengine - INFO - Epoch(train) [58][100/3757] lr: 7.723e-03 eta: 1 day, 9:44:47 time: 0.263 data_time: 0.014 memory: 5036 grad_norm: 5.8616 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9137 loss: 2.9137 2022/06/26 03:40:30 - mmengine - INFO - Epoch(train) [58][120/3757] lr: 7.723e-03 eta: 1 day, 9:44:42 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 5.7208 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.1730 loss: 2.1730 2022/06/26 03:40:35 - mmengine - INFO - Epoch(train) [58][140/3757] lr: 7.723e-03 eta: 1 day, 9:44:37 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 6.3488 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8646 loss: 2.8646 2022/06/26 03:40:40 - mmengine - INFO - Epoch(train) [58][160/3757] lr: 7.723e-03 eta: 1 day, 9:44:31 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 6.5075 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.7517 loss: 2.7517 2022/06/26 03:40:46 - mmengine - INFO - Epoch(train) [58][180/3757] lr: 7.723e-03 eta: 1 day, 9:44:27 time: 0.511 data_time: 0.267 memory: 5036 grad_norm: 6.4389 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3705 loss: 2.3705 2022/06/26 03:40:51 - mmengine - INFO - Epoch(train) [58][200/3757] lr: 7.723e-03 eta: 1 day, 9:44:21 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 6.1337 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.4785 loss: 2.4785 2022/06/26 03:40:57 - mmengine - INFO - Epoch(train) [58][220/3757] lr: 7.723e-03 eta: 1 day, 9:44:17 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 6.4149 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.9337 loss: 2.9337 2022/06/26 03:41:02 - mmengine - INFO - Epoch(train) [58][240/3757] lr: 7.723e-03 eta: 1 day, 9:44:11 time: 0.243 data_time: 0.003 memory: 5036 grad_norm: 5.7480 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4483 loss: 2.4483 2022/06/26 03:41:07 - mmengine - INFO - Epoch(train) [58][260/3757] lr: 7.723e-03 eta: 1 day, 9:44:06 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 6.1928 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7969 loss: 2.7969 2022/06/26 03:41:12 - mmengine - INFO - Epoch(train) [58][280/3757] lr: 7.723e-03 eta: 1 day, 9:44:01 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 5.9318 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.5620 loss: 2.5620 2022/06/26 03:41:18 - mmengine - INFO - Epoch(train) [58][300/3757] lr: 7.723e-03 eta: 1 day, 9:43:55 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 6.1136 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 3.1624 loss: 3.1624 2022/06/26 03:41:23 - mmengine - INFO - Epoch(train) [58][320/3757] lr: 7.723e-03 eta: 1 day, 9:43:50 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 6.2497 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.3283 loss: 2.3283 2022/06/26 03:41:28 - mmengine - INFO - Epoch(train) [58][340/3757] lr: 7.723e-03 eta: 1 day, 9:43:45 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 6.1351 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4921 loss: 2.4921 2022/06/26 03:41:34 - mmengine - INFO - Epoch(train) [58][360/3757] lr: 7.723e-03 eta: 1 day, 9:43:41 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 6.3433 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5977 loss: 2.5977 2022/06/26 03:41:40 - mmengine - INFO - Epoch(train) [58][380/3757] lr: 7.723e-03 eta: 1 day, 9:43:36 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 5.7692 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.4841 loss: 2.4841 2022/06/26 03:41:45 - mmengine - INFO - Epoch(train) [58][400/3757] lr: 7.723e-03 eta: 1 day, 9:43:31 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 6.5933 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.9951 loss: 2.9951 2022/06/26 03:41:50 - mmengine - INFO - Epoch(train) [58][420/3757] lr: 7.723e-03 eta: 1 day, 9:43:25 time: 0.255 data_time: 0.017 memory: 5036 grad_norm: 6.8473 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6464 loss: 2.6464 2022/06/26 03:41:55 - mmengine - INFO - Epoch(train) [58][440/3757] lr: 7.723e-03 eta: 1 day, 9:43:20 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 6.6113 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7759 loss: 2.7759 2022/06/26 03:42:01 - mmengine - INFO - Epoch(train) [58][460/3757] lr: 7.723e-03 eta: 1 day, 9:43:15 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 5.6681 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5666 loss: 2.5666 2022/06/26 03:42:06 - mmengine - INFO - Epoch(train) [58][480/3757] lr: 7.723e-03 eta: 1 day, 9:43:10 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 6.1442 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.6915 loss: 2.6915 2022/06/26 03:42:11 - mmengine - INFO - Epoch(train) [58][500/3757] lr: 7.723e-03 eta: 1 day, 9:43:04 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 5.6999 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.2172 loss: 3.2172 2022/06/26 03:42:16 - mmengine - INFO - Epoch(train) [58][520/3757] lr: 7.723e-03 eta: 1 day, 9:42:59 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 6.0250 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6323 loss: 2.6323 2022/06/26 03:42:22 - mmengine - INFO - Epoch(train) [58][540/3757] lr: 7.723e-03 eta: 1 day, 9:42:53 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 5.8752 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.1118 loss: 3.1118 2022/06/26 03:42:27 - mmengine - INFO - Epoch(train) [58][560/3757] lr: 7.723e-03 eta: 1 day, 9:42:48 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 6.2158 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8208 loss: 2.8208 2022/06/26 03:42:32 - mmengine - INFO - Epoch(train) [58][580/3757] lr: 7.723e-03 eta: 1 day, 9:42:44 time: 0.386 data_time: 0.003 memory: 5036 grad_norm: 5.7732 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1978 loss: 3.1978 2022/06/26 03:42:38 - mmengine - INFO - Epoch(train) [58][600/3757] lr: 7.723e-03 eta: 1 day, 9:42:39 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 5.9573 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7059 loss: 2.7059 2022/06/26 03:42:43 - mmengine - INFO - Epoch(train) [58][620/3757] lr: 7.723e-03 eta: 1 day, 9:42:33 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 5.4972 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4126 loss: 2.4126 2022/06/26 03:42:49 - mmengine - INFO - Epoch(train) [58][640/3757] lr: 7.723e-03 eta: 1 day, 9:42:29 time: 0.258 data_time: 0.005 memory: 5036 grad_norm: 6.1716 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6433 loss: 2.6433 2022/06/26 03:42:54 - mmengine - INFO - Epoch(train) [58][660/3757] lr: 7.723e-03 eta: 1 day, 9:42:23 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 6.0520 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.1232 loss: 3.1232 2022/06/26 03:42:59 - mmengine - INFO - Epoch(train) [58][680/3757] lr: 7.723e-03 eta: 1 day, 9:42:18 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 5.8580 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.7492 loss: 2.7492 2022/06/26 03:43:04 - mmengine - INFO - Epoch(train) [58][700/3757] lr: 7.723e-03 eta: 1 day, 9:42:12 time: 0.260 data_time: 0.005 memory: 5036 grad_norm: 6.7859 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.6354 loss: 2.6354 2022/06/26 03:43:09 - mmengine - INFO - Epoch(train) [58][720/3757] lr: 7.723e-03 eta: 1 day, 9:42:07 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 6.1614 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3105 loss: 2.3105 2022/06/26 03:43:14 - mmengine - INFO - Epoch(train) [58][740/3757] lr: 7.723e-03 eta: 1 day, 9:42:01 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 5.5675 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.4497 loss: 2.4497 2022/06/26 03:43:20 - mmengine - INFO - Epoch(train) [58][760/3757] lr: 7.723e-03 eta: 1 day, 9:41:56 time: 0.252 data_time: 0.005 memory: 5036 grad_norm: 6.4750 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7283 loss: 2.7283 2022/06/26 03:43:25 - mmengine - INFO - Epoch(train) [58][780/3757] lr: 7.723e-03 eta: 1 day, 9:41:50 time: 0.253 data_time: 0.010 memory: 5036 grad_norm: 5.9566 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.8829 loss: 2.8829 2022/06/26 03:43:30 - mmengine - INFO - Epoch(train) [58][800/3757] lr: 7.723e-03 eta: 1 day, 9:41:45 time: 0.260 data_time: 0.002 memory: 5036 grad_norm: 5.3254 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.8497 loss: 2.8497 2022/06/26 03:43:35 - mmengine - INFO - Epoch(train) [58][820/3757] lr: 7.723e-03 eta: 1 day, 9:41:39 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 5.7664 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4996 loss: 2.4996 2022/06/26 03:43:40 - mmengine - INFO - Epoch(train) [58][840/3757] lr: 7.723e-03 eta: 1 day, 9:41:34 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 5.7604 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.5814 loss: 2.5814 2022/06/26 03:43:43 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 03:43:45 - mmengine - INFO - Epoch(train) [58][860/3757] lr: 7.723e-03 eta: 1 day, 9:41:28 time: 0.246 data_time: 0.004 memory: 5036 grad_norm: 6.2483 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.6913 loss: 2.6913 2022/06/26 03:43:51 - mmengine - INFO - Epoch(train) [58][880/3757] lr: 7.723e-03 eta: 1 day, 9:41:23 time: 0.246 data_time: 0.009 memory: 5036 grad_norm: 6.2132 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.6133 loss: 2.6133 2022/06/26 03:43:56 - mmengine - INFO - Epoch(train) [58][900/3757] lr: 7.723e-03 eta: 1 day, 9:41:17 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 5.7203 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6662 loss: 2.6662 2022/06/26 03:44:01 - mmengine - INFO - Epoch(train) [58][920/3757] lr: 7.723e-03 eta: 1 day, 9:41:12 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 5.7827 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5215 loss: 2.5215 2022/06/26 03:44:06 - mmengine - INFO - Epoch(train) [58][940/3757] lr: 7.723e-03 eta: 1 day, 9:41:06 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 6.3006 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.4788 loss: 2.4788 2022/06/26 03:44:11 - mmengine - INFO - Epoch(train) [58][960/3757] lr: 7.723e-03 eta: 1 day, 9:41:01 time: 0.247 data_time: 0.006 memory: 5036 grad_norm: 6.2542 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8297 loss: 2.8297 2022/06/26 03:44:17 - mmengine - INFO - Epoch(train) [58][980/3757] lr: 7.723e-03 eta: 1 day, 9:40:56 time: 0.262 data_time: 0.005 memory: 5036 grad_norm: 6.1089 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6227 loss: 2.6227 2022/06/26 03:44:22 - mmengine - INFO - Epoch(train) [58][1000/3757] lr: 7.723e-03 eta: 1 day, 9:40:50 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 6.1762 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.7486 loss: 2.7486 2022/06/26 03:44:27 - mmengine - INFO - Epoch(train) [58][1020/3757] lr: 7.723e-03 eta: 1 day, 9:40:45 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 5.6476 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7975 loss: 2.7975 2022/06/26 03:44:32 - mmengine - INFO - Epoch(train) [58][1040/3757] lr: 7.723e-03 eta: 1 day, 9:40:40 time: 0.260 data_time: 0.005 memory: 5036 grad_norm: 5.2777 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4470 loss: 2.4470 2022/06/26 03:44:38 - mmengine - INFO - Epoch(train) [58][1060/3757] lr: 7.723e-03 eta: 1 day, 9:40:35 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 6.0064 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.0271 loss: 3.0271 2022/06/26 03:44:43 - mmengine - INFO - Epoch(train) [58][1080/3757] lr: 7.723e-03 eta: 1 day, 9:40:30 time: 0.245 data_time: 0.004 memory: 5036 grad_norm: 6.1517 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.0154 loss: 3.0154 2022/06/26 03:44:49 - mmengine - INFO - Epoch(train) [58][1100/3757] lr: 7.723e-03 eta: 1 day, 9:40:25 time: 0.258 data_time: 0.015 memory: 5036 grad_norm: 5.8076 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5763 loss: 2.5763 2022/06/26 03:44:54 - mmengine - INFO - Epoch(train) [58][1120/3757] lr: 7.723e-03 eta: 1 day, 9:40:19 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 6.1175 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5739 loss: 2.5739 2022/06/26 03:44:59 - mmengine - INFO - Epoch(train) [58][1140/3757] lr: 7.723e-03 eta: 1 day, 9:40:15 time: 0.263 data_time: 0.009 memory: 5036 grad_norm: 6.3452 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9297 loss: 2.9297 2022/06/26 03:45:05 - mmengine - INFO - Epoch(train) [58][1160/3757] lr: 7.723e-03 eta: 1 day, 9:40:10 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 5.9605 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8469 loss: 2.8469 2022/06/26 03:45:10 - mmengine - INFO - Epoch(train) [58][1180/3757] lr: 7.723e-03 eta: 1 day, 9:40:05 time: 0.254 data_time: 0.005 memory: 5036 grad_norm: 5.9756 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6773 loss: 2.6773 2022/06/26 03:45:15 - mmengine - INFO - Epoch(train) [58][1200/3757] lr: 7.723e-03 eta: 1 day, 9:40:00 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 6.3376 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8224 loss: 2.8224 2022/06/26 03:45:21 - mmengine - INFO - Epoch(train) [58][1220/3757] lr: 7.723e-03 eta: 1 day, 9:39:54 time: 0.255 data_time: 0.005 memory: 5036 grad_norm: 5.8821 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.2536 loss: 3.2536 2022/06/26 03:45:26 - mmengine - INFO - Epoch(train) [58][1240/3757] lr: 7.723e-03 eta: 1 day, 9:39:49 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 5.4357 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.4331 loss: 2.4331 2022/06/26 03:45:31 - mmengine - INFO - Epoch(train) [58][1260/3757] lr: 7.723e-03 eta: 1 day, 9:39:44 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 5.6379 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4644 loss: 2.4644 2022/06/26 03:45:37 - mmengine - INFO - Epoch(train) [58][1280/3757] lr: 7.723e-03 eta: 1 day, 9:39:39 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 6.6268 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.0209 loss: 3.0209 2022/06/26 03:45:42 - mmengine - INFO - Epoch(train) [58][1300/3757] lr: 7.723e-03 eta: 1 day, 9:39:33 time: 0.262 data_time: 0.005 memory: 5036 grad_norm: 5.3937 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.8493 loss: 2.8493 2022/06/26 03:45:47 - mmengine - INFO - Epoch(train) [58][1320/3757] lr: 7.723e-03 eta: 1 day, 9:39:28 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.8134 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.0107 loss: 3.0107 2022/06/26 03:45:52 - mmengine - INFO - Epoch(train) [58][1340/3757] lr: 7.723e-03 eta: 1 day, 9:39:23 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.2714 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.8663 loss: 2.8663 2022/06/26 03:45:57 - mmengine - INFO - Epoch(train) [58][1360/3757] lr: 7.723e-03 eta: 1 day, 9:39:17 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 6.0883 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5871 loss: 2.5871 2022/06/26 03:46:03 - mmengine - INFO - Epoch(train) [58][1380/3757] lr: 7.723e-03 eta: 1 day, 9:39:12 time: 0.269 data_time: 0.009 memory: 5036 grad_norm: 5.8487 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6718 loss: 2.6718 2022/06/26 03:46:08 - mmengine - INFO - Epoch(train) [58][1400/3757] lr: 7.723e-03 eta: 1 day, 9:39:07 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 6.3991 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.6207 loss: 2.6207 2022/06/26 03:46:13 - mmengine - INFO - Epoch(train) [58][1420/3757] lr: 7.723e-03 eta: 1 day, 9:39:01 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 5.4570 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9015 loss: 2.9015 2022/06/26 03:46:19 - mmengine - INFO - Epoch(train) [58][1440/3757] lr: 7.723e-03 eta: 1 day, 9:38:56 time: 0.243 data_time: 0.004 memory: 5036 grad_norm: 5.7960 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4737 loss: 2.4737 2022/06/26 03:46:24 - mmengine - INFO - Epoch(train) [58][1460/3757] lr: 7.723e-03 eta: 1 day, 9:38:51 time: 0.289 data_time: 0.003 memory: 5036 grad_norm: 6.0098 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 3.2028 loss: 3.2028 2022/06/26 03:46:29 - mmengine - INFO - Epoch(train) [58][1480/3757] lr: 7.723e-03 eta: 1 day, 9:38:46 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 6.8686 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 2.5644 loss: 2.5644 2022/06/26 03:46:34 - mmengine - INFO - Epoch(train) [58][1500/3757] lr: 7.723e-03 eta: 1 day, 9:38:40 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 6.2789 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.5949 loss: 2.5949 2022/06/26 03:46:39 - mmengine - INFO - Epoch(train) [58][1520/3757] lr: 7.723e-03 eta: 1 day, 9:38:35 time: 0.273 data_time: 0.003 memory: 5036 grad_norm: 5.5781 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.9456 loss: 2.9456 2022/06/26 03:46:45 - mmengine - INFO - Epoch(train) [58][1540/3757] lr: 7.723e-03 eta: 1 day, 9:38:30 time: 0.266 data_time: 0.003 memory: 5036 grad_norm: 5.1982 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.7490 loss: 2.7490 2022/06/26 03:46:50 - mmengine - INFO - Epoch(train) [58][1560/3757] lr: 7.723e-03 eta: 1 day, 9:38:24 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 5.7313 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6282 loss: 2.6282 2022/06/26 03:46:55 - mmengine - INFO - Epoch(train) [58][1580/3757] lr: 7.723e-03 eta: 1 day, 9:38:19 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 6.3349 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.6369 loss: 2.6369 2022/06/26 03:47:00 - mmengine - INFO - Epoch(train) [58][1600/3757] lr: 7.723e-03 eta: 1 day, 9:38:14 time: 0.254 data_time: 0.004 memory: 5036 grad_norm: 5.7088 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6046 loss: 2.6046 2022/06/26 03:47:06 - mmengine - INFO - Epoch(train) [58][1620/3757] lr: 7.723e-03 eta: 1 day, 9:38:09 time: 0.276 data_time: 0.009 memory: 5036 grad_norm: 5.5649 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4753 loss: 2.4753 2022/06/26 03:47:11 - mmengine - INFO - Epoch(train) [58][1640/3757] lr: 7.723e-03 eta: 1 day, 9:38:03 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 5.5365 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.3660 loss: 2.3660 2022/06/26 03:47:17 - mmengine - INFO - Epoch(train) [58][1660/3757] lr: 7.723e-03 eta: 1 day, 9:37:59 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 6.5333 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6861 loss: 2.6861 2022/06/26 03:47:22 - mmengine - INFO - Epoch(train) [58][1680/3757] lr: 7.723e-03 eta: 1 day, 9:37:53 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 5.2418 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6256 loss: 2.6256 2022/06/26 03:47:27 - mmengine - INFO - Epoch(train) [58][1700/3757] lr: 7.723e-03 eta: 1 day, 9:37:48 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 5.2268 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 2.8437 loss: 2.8437 2022/06/26 03:47:32 - mmengine - INFO - Epoch(train) [58][1720/3757] lr: 7.723e-03 eta: 1 day, 9:37:43 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 5.3951 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.3095 loss: 2.3095 2022/06/26 03:47:38 - mmengine - INFO - Epoch(train) [58][1740/3757] lr: 7.723e-03 eta: 1 day, 9:37:37 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 7.1202 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6323 loss: 2.6323 2022/06/26 03:47:43 - mmengine - INFO - Epoch(train) [58][1760/3757] lr: 7.723e-03 eta: 1 day, 9:37:32 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 5.6063 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1895 loss: 2.1895 2022/06/26 03:47:48 - mmengine - INFO - Epoch(train) [58][1780/3757] lr: 7.723e-03 eta: 1 day, 9:37:27 time: 0.259 data_time: 0.014 memory: 5036 grad_norm: 6.3008 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5631 loss: 2.5631 2022/06/26 03:47:53 - mmengine - INFO - Epoch(train) [58][1800/3757] lr: 7.723e-03 eta: 1 day, 9:37:21 time: 0.245 data_time: 0.004 memory: 5036 grad_norm: 6.4449 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2036 loss: 2.2036 2022/06/26 03:47:59 - mmengine - INFO - Epoch(train) [58][1820/3757] lr: 7.723e-03 eta: 1 day, 9:37:16 time: 0.262 data_time: 0.002 memory: 5036 grad_norm: 5.4416 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0056 loss: 3.0056 2022/06/26 03:48:04 - mmengine - INFO - Epoch(train) [58][1840/3757] lr: 7.723e-03 eta: 1 day, 9:37:10 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 6.1728 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9288 loss: 2.9288 2022/06/26 03:48:07 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 03:48:09 - mmengine - INFO - Epoch(train) [58][1860/3757] lr: 7.723e-03 eta: 1 day, 9:37:05 time: 0.254 data_time: 0.011 memory: 5036 grad_norm: 6.6188 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8420 loss: 2.8420 2022/06/26 03:48:14 - mmengine - INFO - Epoch(train) [58][1880/3757] lr: 7.723e-03 eta: 1 day, 9:37:00 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 6.0234 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.9201 loss: 2.9201 2022/06/26 03:48:19 - mmengine - INFO - Epoch(train) [58][1900/3757] lr: 7.723e-03 eta: 1 day, 9:36:54 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 5.6593 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.0020 loss: 3.0020 2022/06/26 03:48:24 - mmengine - INFO - Epoch(train) [58][1920/3757] lr: 7.723e-03 eta: 1 day, 9:36:49 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 5.7962 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8171 loss: 2.8171 2022/06/26 03:48:30 - mmengine - INFO - Epoch(train) [58][1940/3757] lr: 7.723e-03 eta: 1 day, 9:36:43 time: 0.255 data_time: 0.016 memory: 5036 grad_norm: 6.2053 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4464 loss: 2.4464 2022/06/26 03:48:35 - mmengine - INFO - Epoch(train) [58][1960/3757] lr: 7.723e-03 eta: 1 day, 9:36:38 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 5.9132 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.9128 loss: 2.9128 2022/06/26 03:48:40 - mmengine - INFO - Epoch(train) [58][1980/3757] lr: 7.723e-03 eta: 1 day, 9:36:32 time: 0.256 data_time: 0.011 memory: 5036 grad_norm: 5.6572 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8253 loss: 2.8253 2022/06/26 03:48:45 - mmengine - INFO - Epoch(train) [58][2000/3757] lr: 7.723e-03 eta: 1 day, 9:36:27 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 5.2525 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.4118 loss: 2.4118 2022/06/26 03:48:50 - mmengine - INFO - Epoch(train) [58][2020/3757] lr: 7.723e-03 eta: 1 day, 9:36:21 time: 0.264 data_time: 0.014 memory: 5036 grad_norm: 6.0419 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8488 loss: 2.8488 2022/06/26 03:48:56 - mmengine - INFO - Epoch(train) [58][2040/3757] lr: 7.723e-03 eta: 1 day, 9:36:16 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 6.3945 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6233 loss: 2.6233 2022/06/26 03:49:01 - mmengine - INFO - Epoch(train) [58][2060/3757] lr: 7.723e-03 eta: 1 day, 9:36:11 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 5.2413 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5834 loss: 2.5834 2022/06/26 03:49:06 - mmengine - INFO - Epoch(train) [58][2080/3757] lr: 7.723e-03 eta: 1 day, 9:36:06 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 6.3009 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7327 loss: 2.7327 2022/06/26 03:49:11 - mmengine - INFO - Epoch(train) [58][2100/3757] lr: 7.723e-03 eta: 1 day, 9:36:00 time: 0.254 data_time: 0.010 memory: 5036 grad_norm: 5.5463 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9108 loss: 2.9108 2022/06/26 03:49:17 - mmengine - INFO - Epoch(train) [58][2120/3757] lr: 7.723e-03 eta: 1 day, 9:35:55 time: 0.245 data_time: 0.003 memory: 5036 grad_norm: 5.3753 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6948 loss: 2.6948 2022/06/26 03:49:22 - mmengine - INFO - Epoch(train) [58][2140/3757] lr: 7.723e-03 eta: 1 day, 9:35:49 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 5.9530 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.5141 loss: 2.5141 2022/06/26 03:49:27 - mmengine - INFO - Epoch(train) [58][2160/3757] lr: 7.723e-03 eta: 1 day, 9:35:44 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 6.7662 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4998 loss: 2.4998 2022/06/26 03:49:32 - mmengine - INFO - Epoch(train) [58][2180/3757] lr: 7.723e-03 eta: 1 day, 9:35:39 time: 0.248 data_time: 0.009 memory: 5036 grad_norm: 6.0968 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1794 loss: 3.1794 2022/06/26 03:49:38 - mmengine - INFO - Epoch(train) [58][2200/3757] lr: 7.723e-03 eta: 1 day, 9:35:34 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 5.3822 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.6297 loss: 2.6297 2022/06/26 03:49:43 - mmengine - INFO - Epoch(train) [58][2220/3757] lr: 7.723e-03 eta: 1 day, 9:35:28 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 5.4300 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.9752 loss: 2.9752 2022/06/26 03:49:48 - mmengine - INFO - Epoch(train) [58][2240/3757] lr: 7.723e-03 eta: 1 day, 9:35:23 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 5.5268 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3617 loss: 2.3617 2022/06/26 03:49:53 - mmengine - INFO - Epoch(train) [58][2260/3757] lr: 7.723e-03 eta: 1 day, 9:35:18 time: 0.256 data_time: 0.012 memory: 5036 grad_norm: 5.9402 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.1443 loss: 2.1443 2022/06/26 03:49:59 - mmengine - INFO - Epoch(train) [58][2280/3757] lr: 7.723e-03 eta: 1 day, 9:35:13 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 7.1474 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8488 loss: 2.8488 2022/06/26 03:50:04 - mmengine - INFO - Epoch(train) [58][2300/3757] lr: 7.723e-03 eta: 1 day, 9:35:07 time: 0.266 data_time: 0.003 memory: 5036 grad_norm: 6.5823 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.6563 loss: 2.6563 2022/06/26 03:50:09 - mmengine - INFO - Epoch(train) [58][2320/3757] lr: 7.723e-03 eta: 1 day, 9:35:02 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 5.4202 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1403 loss: 3.1403 2022/06/26 03:50:15 - mmengine - INFO - Epoch(train) [58][2340/3757] lr: 7.723e-03 eta: 1 day, 9:34:58 time: 0.255 data_time: 0.012 memory: 5036 grad_norm: 6.9126 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8054 loss: 2.8054 2022/06/26 03:50:20 - mmengine - INFO - Epoch(train) [58][2360/3757] lr: 7.723e-03 eta: 1 day, 9:34:52 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.0603 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.3781 loss: 2.3781 2022/06/26 03:50:26 - mmengine - INFO - Epoch(train) [58][2380/3757] lr: 7.723e-03 eta: 1 day, 9:34:48 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 6.4328 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.7697 loss: 2.7697 2022/06/26 03:50:31 - mmengine - INFO - Epoch(train) [58][2400/3757] lr: 7.723e-03 eta: 1 day, 9:34:42 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 5.6299 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0287 loss: 3.0287 2022/06/26 03:50:36 - mmengine - INFO - Epoch(train) [58][2420/3757] lr: 7.723e-03 eta: 1 day, 9:34:38 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 5.3869 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0295 loss: 3.0295 2022/06/26 03:50:42 - mmengine - INFO - Epoch(train) [58][2440/3757] lr: 7.723e-03 eta: 1 day, 9:34:32 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 5.8044 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.0977 loss: 3.0977 2022/06/26 03:50:47 - mmengine - INFO - Epoch(train) [58][2460/3757] lr: 7.723e-03 eta: 1 day, 9:34:27 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 5.9776 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7431 loss: 2.7431 2022/06/26 03:50:52 - mmengine - INFO - Epoch(train) [58][2480/3757] lr: 7.723e-03 eta: 1 day, 9:34:22 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 6.3591 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5600 loss: 2.5600 2022/06/26 03:50:57 - mmengine - INFO - Epoch(train) [58][2500/3757] lr: 7.723e-03 eta: 1 day, 9:34:16 time: 0.246 data_time: 0.004 memory: 5036 grad_norm: 5.6328 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6481 loss: 2.6481 2022/06/26 03:51:03 - mmengine - INFO - Epoch(train) [58][2520/3757] lr: 7.723e-03 eta: 1 day, 9:34:11 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 5.6327 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3933 loss: 2.3933 2022/06/26 03:51:08 - mmengine - INFO - Epoch(train) [58][2540/3757] lr: 7.723e-03 eta: 1 day, 9:34:06 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 5.4004 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.3031 loss: 2.3031 2022/06/26 03:51:13 - mmengine - INFO - Epoch(train) [58][2560/3757] lr: 7.723e-03 eta: 1 day, 9:34:00 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 5.9700 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8254 loss: 2.8254 2022/06/26 03:51:19 - mmengine - INFO - Epoch(train) [58][2580/3757] lr: 7.723e-03 eta: 1 day, 9:33:56 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 5.5426 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1709 loss: 3.1709 2022/06/26 03:51:24 - mmengine - INFO - Epoch(train) [58][2600/3757] lr: 7.723e-03 eta: 1 day, 9:33:50 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 5.2683 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8305 loss: 2.8305 2022/06/26 03:51:29 - mmengine - INFO - Epoch(train) [58][2620/3757] lr: 7.723e-03 eta: 1 day, 9:33:45 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.4896 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8895 loss: 2.8895 2022/06/26 03:51:34 - mmengine - INFO - Epoch(train) [58][2640/3757] lr: 7.723e-03 eta: 1 day, 9:33:40 time: 0.280 data_time: 0.003 memory: 5036 grad_norm: 8.4909 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.7355 loss: 2.7355 2022/06/26 03:51:40 - mmengine - INFO - Epoch(train) [58][2660/3757] lr: 7.723e-03 eta: 1 day, 9:33:34 time: 0.243 data_time: 0.006 memory: 5036 grad_norm: 6.9677 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.7412 loss: 2.7412 2022/06/26 03:51:45 - mmengine - INFO - Epoch(train) [58][2680/3757] lr: 7.723e-03 eta: 1 day, 9:33:29 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 5.5500 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6773 loss: 2.6773 2022/06/26 03:51:50 - mmengine - INFO - Epoch(train) [58][2700/3757] lr: 7.723e-03 eta: 1 day, 9:33:24 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.2110 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.0206 loss: 3.0206 2022/06/26 03:51:55 - mmengine - INFO - Epoch(train) [58][2720/3757] lr: 7.723e-03 eta: 1 day, 9:33:18 time: 0.264 data_time: 0.002 memory: 5036 grad_norm: 6.6096 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7038 loss: 2.7038 2022/06/26 03:52:01 - mmengine - INFO - Epoch(train) [58][2740/3757] lr: 7.723e-03 eta: 1 day, 9:33:13 time: 0.270 data_time: 0.006 memory: 5036 grad_norm: 5.2125 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.7992 loss: 2.7992 2022/06/26 03:52:06 - mmengine - INFO - Epoch(train) [58][2760/3757] lr: 7.723e-03 eta: 1 day, 9:33:08 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 5.6791 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.5602 loss: 2.5602 2022/06/26 03:52:11 - mmengine - INFO - Epoch(train) [58][2780/3757] lr: 7.723e-03 eta: 1 day, 9:33:02 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 6.4476 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.5702 loss: 2.5702 2022/06/26 03:52:17 - mmengine - INFO - Epoch(train) [58][2800/3757] lr: 7.723e-03 eta: 1 day, 9:32:58 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 6.1687 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9099 loss: 2.9099 2022/06/26 03:52:22 - mmengine - INFO - Epoch(train) [58][2820/3757] lr: 7.723e-03 eta: 1 day, 9:32:52 time: 0.263 data_time: 0.017 memory: 5036 grad_norm: 6.0753 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7212 loss: 2.7212 2022/06/26 03:52:27 - mmengine - INFO - Epoch(train) [58][2840/3757] lr: 7.723e-03 eta: 1 day, 9:32:47 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 5.6508 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.7575 loss: 2.7575 2022/06/26 03:52:30 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 03:52:32 - mmengine - INFO - Epoch(train) [58][2860/3757] lr: 7.723e-03 eta: 1 day, 9:32:42 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 6.1423 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7860 loss: 2.7860 2022/06/26 03:52:38 - mmengine - INFO - Epoch(train) [58][2880/3757] lr: 7.723e-03 eta: 1 day, 9:32:37 time: 0.247 data_time: 0.008 memory: 5036 grad_norm: 5.9825 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5765 loss: 2.5765 2022/06/26 03:52:43 - mmengine - INFO - Epoch(train) [58][2900/3757] lr: 7.723e-03 eta: 1 day, 9:32:32 time: 0.254 data_time: 0.016 memory: 5036 grad_norm: 6.4371 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.5733 loss: 2.5733 2022/06/26 03:52:48 - mmengine - INFO - Epoch(train) [58][2920/3757] lr: 7.723e-03 eta: 1 day, 9:32:27 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 6.5218 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4047 loss: 2.4047 2022/06/26 03:52:54 - mmengine - INFO - Epoch(train) [58][2940/3757] lr: 7.723e-03 eta: 1 day, 9:32:21 time: 0.250 data_time: 0.005 memory: 5036 grad_norm: 6.3572 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.8610 loss: 2.8610 2022/06/26 03:52:59 - mmengine - INFO - Epoch(train) [58][2960/3757] lr: 7.723e-03 eta: 1 day, 9:32:16 time: 0.247 data_time: 0.006 memory: 5036 grad_norm: 5.9931 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6094 loss: 2.6094 2022/06/26 03:53:04 - mmengine - INFO - Epoch(train) [58][2980/3757] lr: 7.723e-03 eta: 1 day, 9:32:10 time: 0.254 data_time: 0.015 memory: 5036 grad_norm: 6.1396 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.5529 loss: 3.5529 2022/06/26 03:53:09 - mmengine - INFO - Epoch(train) [58][3000/3757] lr: 7.723e-03 eta: 1 day, 9:32:05 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 5.7258 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.2727 loss: 2.2727 2022/06/26 03:53:15 - mmengine - INFO - Epoch(train) [58][3020/3757] lr: 7.723e-03 eta: 1 day, 9:32:00 time: 0.598 data_time: 0.003 memory: 5036 grad_norm: 5.9112 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8624 loss: 2.8624 2022/06/26 03:53:20 - mmengine - INFO - Epoch(train) [58][3040/3757] lr: 7.723e-03 eta: 1 day, 9:31:55 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 5.8039 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.4010 loss: 2.4010 2022/06/26 03:53:25 - mmengine - INFO - Epoch(train) [58][3060/3757] lr: 7.723e-03 eta: 1 day, 9:31:50 time: 0.248 data_time: 0.008 memory: 5036 grad_norm: 6.1837 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7438 loss: 2.7438 2022/06/26 03:53:30 - mmengine - INFO - Epoch(train) [58][3080/3757] lr: 7.723e-03 eta: 1 day, 9:31:44 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 6.7333 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2030 loss: 3.2030 2022/06/26 03:53:36 - mmengine - INFO - Epoch(train) [58][3100/3757] lr: 7.723e-03 eta: 1 day, 9:31:39 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.8351 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.5854 loss: 2.5854 2022/06/26 03:53:41 - mmengine - INFO - Epoch(train) [58][3120/3757] lr: 7.723e-03 eta: 1 day, 9:31:33 time: 0.252 data_time: 0.008 memory: 5036 grad_norm: 5.7113 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8182 loss: 2.8182 2022/06/26 03:53:46 - mmengine - INFO - Epoch(train) [58][3140/3757] lr: 7.723e-03 eta: 1 day, 9:31:28 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 6.3626 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9304 loss: 2.9304 2022/06/26 03:53:51 - mmengine - INFO - Epoch(train) [58][3160/3757] lr: 7.723e-03 eta: 1 day, 9:31:23 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 7.2004 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4338 loss: 2.4338 2022/06/26 03:53:57 - mmengine - INFO - Epoch(train) [58][3180/3757] lr: 7.723e-03 eta: 1 day, 9:31:18 time: 0.266 data_time: 0.003 memory: 5036 grad_norm: 6.1127 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6964 loss: 2.6964 2022/06/26 03:54:02 - mmengine - INFO - Epoch(train) [58][3200/3757] lr: 7.723e-03 eta: 1 day, 9:31:12 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 5.5715 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6835 loss: 2.6835 2022/06/26 03:54:07 - mmengine - INFO - Epoch(train) [58][3220/3757] lr: 7.723e-03 eta: 1 day, 9:31:07 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 6.1431 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6863 loss: 2.6863 2022/06/26 03:54:12 - mmengine - INFO - Epoch(train) [58][3240/3757] lr: 7.723e-03 eta: 1 day, 9:31:01 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 6.6760 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9459 loss: 2.9459 2022/06/26 03:54:18 - mmengine - INFO - Epoch(train) [58][3260/3757] lr: 7.723e-03 eta: 1 day, 9:30:56 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.7536 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8633 loss: 2.8633 2022/06/26 03:54:23 - mmengine - INFO - Epoch(train) [58][3280/3757] lr: 7.723e-03 eta: 1 day, 9:30:51 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 6.6570 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.2856 loss: 2.2856 2022/06/26 03:54:28 - mmengine - INFO - Epoch(train) [58][3300/3757] lr: 7.723e-03 eta: 1 day, 9:30:45 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 5.7856 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7653 loss: 2.7653 2022/06/26 03:54:33 - mmengine - INFO - Epoch(train) [58][3320/3757] lr: 7.723e-03 eta: 1 day, 9:30:40 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 6.1655 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.0433 loss: 3.0433 2022/06/26 03:54:38 - mmengine - INFO - Epoch(train) [58][3340/3757] lr: 7.723e-03 eta: 1 day, 9:30:35 time: 0.253 data_time: 0.016 memory: 5036 grad_norm: 5.7822 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.5130 loss: 2.5130 2022/06/26 03:54:44 - mmengine - INFO - Epoch(train) [58][3360/3757] lr: 7.723e-03 eta: 1 day, 9:30:29 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 6.0975 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.8102 loss: 2.8102 2022/06/26 03:54:49 - mmengine - INFO - Epoch(train) [58][3380/3757] lr: 7.723e-03 eta: 1 day, 9:30:24 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 5.5605 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 3.0446 loss: 3.0446 2022/06/26 03:54:54 - mmengine - INFO - Epoch(train) [58][3400/3757] lr: 7.723e-03 eta: 1 day, 9:30:19 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 6.7800 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 3.1424 loss: 3.1424 2022/06/26 03:54:59 - mmengine - INFO - Epoch(train) [58][3420/3757] lr: 7.723e-03 eta: 1 day, 9:30:13 time: 0.267 data_time: 0.003 memory: 5036 grad_norm: 6.6477 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4291 loss: 2.4291 2022/06/26 03:55:05 - mmengine - INFO - Epoch(train) [58][3440/3757] lr: 7.723e-03 eta: 1 day, 9:30:08 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 5.9998 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.7458 loss: 2.7458 2022/06/26 03:55:10 - mmengine - INFO - Epoch(train) [58][3460/3757] lr: 7.723e-03 eta: 1 day, 9:30:03 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 6.2986 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7961 loss: 2.7961 2022/06/26 03:55:15 - mmengine - INFO - Epoch(train) [58][3480/3757] lr: 7.723e-03 eta: 1 day, 9:29:58 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 5.9688 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6221 loss: 2.6221 2022/06/26 03:55:20 - mmengine - INFO - Epoch(train) [58][3500/3757] lr: 7.723e-03 eta: 1 day, 9:29:52 time: 0.249 data_time: 0.005 memory: 5036 grad_norm: 5.8511 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8735 loss: 2.8735 2022/06/26 03:55:26 - mmengine - INFO - Epoch(train) [58][3520/3757] lr: 7.723e-03 eta: 1 day, 9:29:47 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 6.5124 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9613 loss: 2.9613 2022/06/26 03:55:31 - mmengine - INFO - Epoch(train) [58][3540/3757] lr: 7.723e-03 eta: 1 day, 9:29:42 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 5.8760 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.5527 loss: 2.5527 2022/06/26 03:55:36 - mmengine - INFO - Epoch(train) [58][3560/3757] lr: 7.723e-03 eta: 1 day, 9:29:37 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 6.4805 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2780 loss: 3.2780 2022/06/26 03:55:42 - mmengine - INFO - Epoch(train) [58][3580/3757] lr: 7.723e-03 eta: 1 day, 9:29:32 time: 0.249 data_time: 0.007 memory: 5036 grad_norm: 5.6015 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7836 loss: 2.7836 2022/06/26 03:55:47 - mmengine - INFO - Epoch(train) [58][3600/3757] lr: 7.723e-03 eta: 1 day, 9:29:26 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 5.8525 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.7953 loss: 2.7953 2022/06/26 03:55:53 - mmengine - INFO - Epoch(train) [58][3620/3757] lr: 7.723e-03 eta: 1 day, 9:29:22 time: 0.257 data_time: 0.018 memory: 5036 grad_norm: 5.7998 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.7225 loss: 2.7225 2022/06/26 03:55:58 - mmengine - INFO - Epoch(train) [58][3640/3757] lr: 7.723e-03 eta: 1 day, 9:29:17 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 5.5696 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.0566 loss: 3.0566 2022/06/26 03:56:03 - mmengine - INFO - Epoch(train) [58][3660/3757] lr: 7.723e-03 eta: 1 day, 9:29:12 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 5.5632 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4710 loss: 2.4710 2022/06/26 03:56:09 - mmengine - INFO - Epoch(train) [58][3680/3757] lr: 7.723e-03 eta: 1 day, 9:29:06 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 5.6587 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6119 loss: 2.6119 2022/06/26 03:56:14 - mmengine - INFO - Epoch(train) [58][3700/3757] lr: 7.723e-03 eta: 1 day, 9:29:01 time: 0.249 data_time: 0.011 memory: 5036 grad_norm: 5.7298 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.5682 loss: 2.5682 2022/06/26 03:56:19 - mmengine - INFO - Epoch(train) [58][3720/3757] lr: 7.723e-03 eta: 1 day, 9:28:56 time: 0.266 data_time: 0.003 memory: 5036 grad_norm: 6.5229 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.7020 loss: 2.7020 2022/06/26 03:56:24 - mmengine - INFO - Epoch(train) [58][3740/3757] lr: 7.723e-03 eta: 1 day, 9:28:51 time: 0.249 data_time: 0.005 memory: 5036 grad_norm: 6.2521 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 2.6142 loss: 2.6142 2022/06/26 03:56:29 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 03:56:29 - mmengine - INFO - Saving checkpoint at 58 epochs 2022/06/26 03:56:42 - mmengine - INFO - Epoch(val) [58][20/310] eta: 0:01:50 time: 0.106 data_time: 0.004 memory: 5036 2022/06/26 03:56:46 - mmengine - INFO - Epoch(val) [58][40/310] eta: 0:01:37 time: 0.106 data_time: 0.003 memory: 1723 2022/06/26 03:56:50 - mmengine - INFO - Epoch(val) [58][60/310] eta: 0:00:28 time: 0.104 data_time: 0.002 memory: 1723 2022/06/26 03:56:55 - mmengine - INFO - Epoch(val) [58][80/310] eta: 0:00:25 time: 0.108 data_time: 0.002 memory: 1723 2022/06/26 03:57:02 - mmengine - INFO - Epoch(val) [58][100/310] eta: 0:01:14 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 03:57:07 - mmengine - INFO - Epoch(val) [58][120/310] eta: 0:01:10 time: 0.113 data_time: 0.011 memory: 1723 2022/06/26 03:57:12 - mmengine - INFO - Epoch(val) [58][140/310] eta: 0:00:26 time: 0.106 data_time: 0.005 memory: 1723 2022/06/26 03:57:16 - mmengine - INFO - Epoch(val) [58][160/310] eta: 0:00:15 time: 0.103 data_time: 0.002 memory: 1723 2022/06/26 03:57:23 - mmengine - INFO - Epoch(val) [58][180/310] eta: 0:00:43 time: 0.100 data_time: 0.001 memory: 1723 2022/06/26 03:57:28 - mmengine - INFO - Epoch(val) [58][200/310] eta: 0:00:38 time: 0.132 data_time: 0.029 memory: 1723 2022/06/26 03:57:32 - mmengine - INFO - Epoch(val) [58][220/310] eta: 0:00:17 time: 0.106 data_time: 0.005 memory: 1723 2022/06/26 03:57:37 - mmengine - INFO - Epoch(val) [58][240/310] eta: 0:00:07 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 03:57:44 - mmengine - INFO - Epoch(val) [58][260/310] eta: 0:00:16 time: 0.108 data_time: 0.001 memory: 1723 2022/06/26 03:57:49 - mmengine - INFO - Epoch(val) [58][280/310] eta: 0:00:09 time: 0.106 data_time: 0.001 memory: 1723 2022/06/26 03:57:51 - mmengine - INFO - Epoch(val) [58][300/310] eta: 0:00:01 time: 0.102 data_time: 0.001 memory: 1723 2022/06/26 03:57:53 - mmengine - INFO - Epoch(val) [58][310/310] acc/top1: 0.4668 acc/top5: 0.7219 acc/mean1: 0.4668 2022/06/26 03:58:03 - mmengine - INFO - Epoch(train) [59][20/3757] lr: 7.650e-03 eta: 1 day, 9:28:46 time: 0.272 data_time: 0.028 memory: 5036 grad_norm: 6.2570 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0202 loss: 3.0202 2022/06/26 03:58:08 - mmengine - INFO - Epoch(train) [59][40/3757] lr: 7.650e-03 eta: 1 day, 9:28:41 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 6.5595 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.4459 loss: 2.4459 2022/06/26 03:58:13 - mmengine - INFO - Epoch(train) [59][60/3757] lr: 7.650e-03 eta: 1 day, 9:28:35 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 5.7972 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.2046 loss: 2.2046 2022/06/26 03:58:19 - mmengine - INFO - Epoch(train) [59][80/3757] lr: 7.650e-03 eta: 1 day, 9:28:31 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 5.9492 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.3859 loss: 2.3859 2022/06/26 03:58:23 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 03:58:24 - mmengine - INFO - Epoch(train) [59][100/3757] lr: 7.650e-03 eta: 1 day, 9:28:26 time: 0.259 data_time: 0.002 memory: 5036 grad_norm: 5.3665 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.5839 loss: 2.5839 2022/06/26 03:58:30 - mmengine - INFO - Epoch(train) [59][120/3757] lr: 7.650e-03 eta: 1 day, 9:28:21 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 6.0461 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3597 loss: 2.3597 2022/06/26 03:58:35 - mmengine - INFO - Epoch(train) [59][140/3757] lr: 7.650e-03 eta: 1 day, 9:28:15 time: 0.300 data_time: 0.003 memory: 5036 grad_norm: 5.4486 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9252 loss: 2.9252 2022/06/26 03:58:40 - mmengine - INFO - Epoch(train) [59][160/3757] lr: 7.650e-03 eta: 1 day, 9:28:10 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 5.0669 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.4418 loss: 2.4418 2022/06/26 03:58:46 - mmengine - INFO - Epoch(train) [59][180/3757] lr: 7.650e-03 eta: 1 day, 9:28:06 time: 0.266 data_time: 0.003 memory: 5036 grad_norm: 5.0069 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9692 loss: 2.9692 2022/06/26 03:58:52 - mmengine - INFO - Epoch(train) [59][200/3757] lr: 7.650e-03 eta: 1 day, 9:28:01 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 5.6653 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9846 loss: 2.9846 2022/06/26 03:58:57 - mmengine - INFO - Epoch(train) [59][220/3757] lr: 7.650e-03 eta: 1 day, 9:27:56 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 5.8789 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.3138 loss: 2.3138 2022/06/26 03:59:02 - mmengine - INFO - Epoch(train) [59][240/3757] lr: 7.650e-03 eta: 1 day, 9:27:50 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 5.6310 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6498 loss: 2.6498 2022/06/26 03:59:08 - mmengine - INFO - Epoch(train) [59][260/3757] lr: 7.650e-03 eta: 1 day, 9:27:46 time: 0.264 data_time: 0.002 memory: 5036 grad_norm: 5.1312 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.7531 loss: 2.7531 2022/06/26 03:59:13 - mmengine - INFO - Epoch(train) [59][280/3757] lr: 7.650e-03 eta: 1 day, 9:27:40 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 6.1327 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.0907 loss: 3.0907 2022/06/26 03:59:18 - mmengine - INFO - Epoch(train) [59][300/3757] lr: 7.650e-03 eta: 1 day, 9:27:35 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 6.3338 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7245 loss: 2.7245 2022/06/26 03:59:23 - mmengine - INFO - Epoch(train) [59][320/3757] lr: 7.650e-03 eta: 1 day, 9:27:30 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 6.3461 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8019 loss: 2.8019 2022/06/26 03:59:29 - mmengine - INFO - Epoch(train) [59][340/3757] lr: 7.650e-03 eta: 1 day, 9:27:25 time: 0.277 data_time: 0.003 memory: 5036 grad_norm: 6.6757 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4520 loss: 2.4520 2022/06/26 03:59:34 - mmengine - INFO - Epoch(train) [59][360/3757] lr: 7.650e-03 eta: 1 day, 9:27:19 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 6.3944 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7826 loss: 2.7826 2022/06/26 03:59:39 - mmengine - INFO - Epoch(train) [59][380/3757] lr: 7.650e-03 eta: 1 day, 9:27:14 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 7.5941 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5985 loss: 2.5985 2022/06/26 03:59:44 - mmengine - INFO - Epoch(train) [59][400/3757] lr: 7.650e-03 eta: 1 day, 9:27:09 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 5.9606 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7433 loss: 2.7433 2022/06/26 03:59:50 - mmengine - INFO - Epoch(train) [59][420/3757] lr: 7.650e-03 eta: 1 day, 9:27:04 time: 0.259 data_time: 0.002 memory: 5036 grad_norm: 5.8934 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3621 loss: 2.3621 2022/06/26 03:59:55 - mmengine - INFO - Epoch(train) [59][440/3757] lr: 7.650e-03 eta: 1 day, 9:26:59 time: 0.306 data_time: 0.003 memory: 5036 grad_norm: 5.2040 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9365 loss: 2.9365 2022/06/26 04:00:00 - mmengine - INFO - Epoch(train) [59][460/3757] lr: 7.650e-03 eta: 1 day, 9:26:53 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 6.9710 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.8219 loss: 2.8219 2022/06/26 04:00:06 - mmengine - INFO - Epoch(train) [59][480/3757] lr: 7.650e-03 eta: 1 day, 9:26:48 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 6.0664 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.9418 loss: 2.9418 2022/06/26 04:00:11 - mmengine - INFO - Epoch(train) [59][500/3757] lr: 7.650e-03 eta: 1 day, 9:26:43 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 6.1300 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.6752 loss: 2.6752 2022/06/26 04:00:16 - mmengine - INFO - Epoch(train) [59][520/3757] lr: 7.650e-03 eta: 1 day, 9:26:39 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 6.4395 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4606 loss: 2.4606 2022/06/26 04:00:22 - mmengine - INFO - Epoch(train) [59][540/3757] lr: 7.650e-03 eta: 1 day, 9:26:33 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 5.9690 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7152 loss: 2.7152 2022/06/26 04:00:27 - mmengine - INFO - Epoch(train) [59][560/3757] lr: 7.650e-03 eta: 1 day, 9:26:28 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 6.2003 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7178 loss: 2.7178 2022/06/26 04:00:32 - mmengine - INFO - Epoch(train) [59][580/3757] lr: 7.650e-03 eta: 1 day, 9:26:23 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 6.4193 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9957 loss: 2.9957 2022/06/26 04:00:38 - mmengine - INFO - Epoch(train) [59][600/3757] lr: 7.650e-03 eta: 1 day, 9:26:18 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 5.9289 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.7833 loss: 2.7833 2022/06/26 04:00:43 - mmengine - INFO - Epoch(train) [59][620/3757] lr: 7.650e-03 eta: 1 day, 9:26:12 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 6.4726 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.4933 loss: 2.4933 2022/06/26 04:00:48 - mmengine - INFO - Epoch(train) [59][640/3757] lr: 7.650e-03 eta: 1 day, 9:26:07 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 6.0512 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0965 loss: 2.0965 2022/06/26 04:00:53 - mmengine - INFO - Epoch(train) [59][660/3757] lr: 7.650e-03 eta: 1 day, 9:26:02 time: 0.277 data_time: 0.003 memory: 5036 grad_norm: 6.1884 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8069 loss: 2.8069 2022/06/26 04:00:59 - mmengine - INFO - Epoch(train) [59][680/3757] lr: 7.650e-03 eta: 1 day, 9:25:56 time: 0.245 data_time: 0.003 memory: 5036 grad_norm: 5.0703 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.9003 loss: 2.9003 2022/06/26 04:01:04 - mmengine - INFO - Epoch(train) [59][700/3757] lr: 7.650e-03 eta: 1 day, 9:25:51 time: 0.249 data_time: 0.009 memory: 5036 grad_norm: 6.5672 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0341 loss: 3.0341 2022/06/26 04:01:09 - mmengine - INFO - Epoch(train) [59][720/3757] lr: 7.650e-03 eta: 1 day, 9:25:45 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.0889 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0790 loss: 3.0790 2022/06/26 04:01:14 - mmengine - INFO - Epoch(train) [59][740/3757] lr: 7.650e-03 eta: 1 day, 9:25:40 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 6.7718 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5624 loss: 2.5624 2022/06/26 04:01:20 - mmengine - INFO - Epoch(train) [59][760/3757] lr: 7.650e-03 eta: 1 day, 9:25:36 time: 0.257 data_time: 0.018 memory: 5036 grad_norm: 6.2908 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.7590 loss: 2.7590 2022/06/26 04:01:25 - mmengine - INFO - Epoch(train) [59][780/3757] lr: 7.650e-03 eta: 1 day, 9:25:30 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 6.6198 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7188 loss: 2.7188 2022/06/26 04:01:30 - mmengine - INFO - Epoch(train) [59][800/3757] lr: 7.650e-03 eta: 1 day, 9:25:25 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 7.0487 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.3038 loss: 2.3038 2022/06/26 04:01:36 - mmengine - INFO - Epoch(train) [59][820/3757] lr: 7.650e-03 eta: 1 day, 9:25:21 time: 0.266 data_time: 0.003 memory: 5036 grad_norm: 6.5180 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.4597 loss: 2.4597 2022/06/26 04:01:41 - mmengine - INFO - Epoch(train) [59][840/3757] lr: 7.650e-03 eta: 1 day, 9:25:15 time: 0.267 data_time: 0.028 memory: 5036 grad_norm: 7.0776 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.5166 loss: 2.5166 2022/06/26 04:01:47 - mmengine - INFO - Epoch(train) [59][860/3757] lr: 7.650e-03 eta: 1 day, 9:25:10 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 6.0613 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.6398 loss: 2.6398 2022/06/26 04:01:52 - mmengine - INFO - Epoch(train) [59][880/3757] lr: 7.650e-03 eta: 1 day, 9:25:04 time: 0.246 data_time: 0.006 memory: 5036 grad_norm: 5.4493 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6959 loss: 2.6959 2022/06/26 04:01:57 - mmengine - INFO - Epoch(train) [59][900/3757] lr: 7.650e-03 eta: 1 day, 9:24:59 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 6.1730 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.8666 loss: 2.8666 2022/06/26 04:02:02 - mmengine - INFO - Epoch(train) [59][920/3757] lr: 7.650e-03 eta: 1 day, 9:24:54 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 6.3530 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.0325 loss: 3.0325 2022/06/26 04:02:07 - mmengine - INFO - Epoch(train) [59][940/3757] lr: 7.650e-03 eta: 1 day, 9:24:48 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 5.8241 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.9160 loss: 2.9160 2022/06/26 04:02:12 - mmengine - INFO - Epoch(train) [59][960/3757] lr: 7.650e-03 eta: 1 day, 9:24:43 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 6.0881 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.7897 loss: 2.7897 2022/06/26 04:02:18 - mmengine - INFO - Epoch(train) [59][980/3757] lr: 7.650e-03 eta: 1 day, 9:24:38 time: 0.268 data_time: 0.006 memory: 5036 grad_norm: 6.3176 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.9917 loss: 2.9917 2022/06/26 04:02:23 - mmengine - INFO - Epoch(train) [59][1000/3757] lr: 7.650e-03 eta: 1 day, 9:24:32 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 6.0444 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.6225 loss: 2.6225 2022/06/26 04:02:28 - mmengine - INFO - Epoch(train) [59][1020/3757] lr: 7.650e-03 eta: 1 day, 9:24:27 time: 0.244 data_time: 0.003 memory: 5036 grad_norm: 5.7022 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7268 loss: 2.7268 2022/06/26 04:02:33 - mmengine - INFO - Epoch(train) [59][1040/3757] lr: 7.650e-03 eta: 1 day, 9:24:21 time: 0.253 data_time: 0.005 memory: 5036 grad_norm: 6.0106 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.7206 loss: 2.7206 2022/06/26 04:02:39 - mmengine - INFO - Epoch(train) [59][1060/3757] lr: 7.650e-03 eta: 1 day, 9:24:16 time: 0.283 data_time: 0.013 memory: 5036 grad_norm: 6.5526 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.6033 loss: 2.6033 2022/06/26 04:02:44 - mmengine - INFO - Epoch(train) [59][1080/3757] lr: 7.650e-03 eta: 1 day, 9:24:10 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 5.8514 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8665 loss: 2.8665 2022/06/26 04:02:47 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 04:02:49 - mmengine - INFO - Epoch(train) [59][1100/3757] lr: 7.650e-03 eta: 1 day, 9:24:05 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 7.1570 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4524 loss: 2.4524 2022/06/26 04:02:54 - mmengine - INFO - Epoch(train) [59][1120/3757] lr: 7.650e-03 eta: 1 day, 9:24:00 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 5.5165 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3916 loss: 2.3916 2022/06/26 04:03:00 - mmengine - INFO - Epoch(train) [59][1140/3757] lr: 7.650e-03 eta: 1 day, 9:23:55 time: 0.273 data_time: 0.006 memory: 5036 grad_norm: 6.4680 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4542 loss: 2.4542 2022/06/26 04:03:05 - mmengine - INFO - Epoch(train) [59][1160/3757] lr: 7.650e-03 eta: 1 day, 9:23:49 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 5.9432 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.0135 loss: 3.0135 2022/06/26 04:03:10 - mmengine - INFO - Epoch(train) [59][1180/3757] lr: 7.650e-03 eta: 1 day, 9:23:44 time: 0.255 data_time: 0.008 memory: 5036 grad_norm: 6.8487 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.7483 loss: 2.7483 2022/06/26 04:03:15 - mmengine - INFO - Epoch(train) [59][1200/3757] lr: 7.650e-03 eta: 1 day, 9:23:38 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 5.7526 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.4218 loss: 2.4218 2022/06/26 04:03:20 - mmengine - INFO - Epoch(train) [59][1220/3757] lr: 7.650e-03 eta: 1 day, 9:23:33 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 5.3606 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0342 loss: 3.0342 2022/06/26 04:03:26 - mmengine - INFO - Epoch(train) [59][1240/3757] lr: 7.650e-03 eta: 1 day, 9:23:28 time: 0.272 data_time: 0.003 memory: 5036 grad_norm: 5.3870 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.6317 loss: 2.6317 2022/06/26 04:03:31 - mmengine - INFO - Epoch(train) [59][1260/3757] lr: 7.650e-03 eta: 1 day, 9:23:22 time: 0.267 data_time: 0.015 memory: 5036 grad_norm: 6.0525 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7261 loss: 2.7261 2022/06/26 04:03:36 - mmengine - INFO - Epoch(train) [59][1280/3757] lr: 7.650e-03 eta: 1 day, 9:23:17 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 5.2980 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6509 loss: 2.6509 2022/06/26 04:03:41 - mmengine - INFO - Epoch(train) [59][1300/3757] lr: 7.650e-03 eta: 1 day, 9:23:12 time: 0.268 data_time: 0.005 memory: 5036 grad_norm: 6.1008 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8211 loss: 2.8211 2022/06/26 04:03:47 - mmengine - INFO - Epoch(train) [59][1320/3757] lr: 7.650e-03 eta: 1 day, 9:23:06 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 4.3804 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.7409 loss: 2.7409 2022/06/26 04:03:52 - mmengine - INFO - Epoch(train) [59][1340/3757] lr: 7.650e-03 eta: 1 day, 9:23:01 time: 0.247 data_time: 0.005 memory: 5036 grad_norm: 6.6776 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8055 loss: 2.8055 2022/06/26 04:03:57 - mmengine - INFO - Epoch(train) [59][1360/3757] lr: 7.650e-03 eta: 1 day, 9:22:56 time: 0.262 data_time: 0.002 memory: 5036 grad_norm: 5.1677 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 3.4112 loss: 3.4112 2022/06/26 04:04:02 - mmengine - INFO - Epoch(train) [59][1380/3757] lr: 7.650e-03 eta: 1 day, 9:22:50 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 6.3803 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8244 loss: 2.8244 2022/06/26 04:04:07 - mmengine - INFO - Epoch(train) [59][1400/3757] lr: 7.650e-03 eta: 1 day, 9:22:45 time: 0.259 data_time: 0.008 memory: 5036 grad_norm: 5.6081 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.5355 loss: 2.5355 2022/06/26 04:04:13 - mmengine - INFO - Epoch(train) [59][1420/3757] lr: 7.650e-03 eta: 1 day, 9:22:39 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 5.8156 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6275 loss: 2.6275 2022/06/26 04:04:18 - mmengine - INFO - Epoch(train) [59][1440/3757] lr: 7.650e-03 eta: 1 day, 9:22:35 time: 0.270 data_time: 0.002 memory: 5036 grad_norm: 6.3573 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2473 loss: 2.2473 2022/06/26 04:04:23 - mmengine - INFO - Epoch(train) [59][1460/3757] lr: 7.650e-03 eta: 1 day, 9:22:29 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 5.7912 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2555 loss: 2.2555 2022/06/26 04:04:29 - mmengine - INFO - Epoch(train) [59][1480/3757] lr: 7.650e-03 eta: 1 day, 9:22:24 time: 0.251 data_time: 0.014 memory: 5036 grad_norm: 5.2588 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5349 loss: 2.5349 2022/06/26 04:04:34 - mmengine - INFO - Epoch(train) [59][1500/3757] lr: 7.650e-03 eta: 1 day, 9:22:19 time: 0.252 data_time: 0.011 memory: 5036 grad_norm: 5.7402 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6581 loss: 2.6581 2022/06/26 04:04:39 - mmengine - INFO - Epoch(train) [59][1520/3757] lr: 7.650e-03 eta: 1 day, 9:22:14 time: 0.273 data_time: 0.003 memory: 5036 grad_norm: 5.9836 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.4401 loss: 2.4401 2022/06/26 04:04:45 - mmengine - INFO - Epoch(train) [59][1540/3757] lr: 7.650e-03 eta: 1 day, 9:22:09 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 5.9485 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.5223 loss: 2.5223 2022/06/26 04:04:50 - mmengine - INFO - Epoch(train) [59][1560/3757] lr: 7.650e-03 eta: 1 day, 9:22:03 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 6.6761 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.8581 loss: 2.8581 2022/06/26 04:04:55 - mmengine - INFO - Epoch(train) [59][1580/3757] lr: 7.650e-03 eta: 1 day, 9:21:58 time: 0.249 data_time: 0.011 memory: 5036 grad_norm: 6.2049 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.6750 loss: 2.6750 2022/06/26 04:05:00 - mmengine - INFO - Epoch(train) [59][1600/3757] lr: 7.650e-03 eta: 1 day, 9:21:53 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 5.5691 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.7388 loss: 2.7388 2022/06/26 04:05:06 - mmengine - INFO - Epoch(train) [59][1620/3757] lr: 7.650e-03 eta: 1 day, 9:21:47 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 6.6868 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7883 loss: 2.7883 2022/06/26 04:05:11 - mmengine - INFO - Epoch(train) [59][1640/3757] lr: 7.650e-03 eta: 1 day, 9:21:42 time: 0.274 data_time: 0.016 memory: 5036 grad_norm: 5.9029 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.9269 loss: 2.9269 2022/06/26 04:05:16 - mmengine - INFO - Epoch(train) [59][1660/3757] lr: 7.650e-03 eta: 1 day, 9:21:37 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 5.9621 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.7399 loss: 2.7399 2022/06/26 04:05:21 - mmengine - INFO - Epoch(train) [59][1680/3757] lr: 7.650e-03 eta: 1 day, 9:21:31 time: 0.273 data_time: 0.003 memory: 5036 grad_norm: 6.1791 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7555 loss: 2.7555 2022/06/26 04:05:27 - mmengine - INFO - Epoch(train) [59][1700/3757] lr: 7.650e-03 eta: 1 day, 9:21:26 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 5.9247 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7898 loss: 2.7898 2022/06/26 04:05:32 - mmengine - INFO - Epoch(train) [59][1720/3757] lr: 7.650e-03 eta: 1 day, 9:21:21 time: 0.394 data_time: 0.009 memory: 5036 grad_norm: 5.5902 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6206 loss: 2.6206 2022/06/26 04:05:37 - mmengine - INFO - Epoch(train) [59][1740/3757] lr: 7.650e-03 eta: 1 day, 9:21:16 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 5.6187 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4822 loss: 2.4822 2022/06/26 04:05:43 - mmengine - INFO - Epoch(train) [59][1760/3757] lr: 7.650e-03 eta: 1 day, 9:21:11 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 7.3757 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5429 loss: 2.5429 2022/06/26 04:05:48 - mmengine - INFO - Epoch(train) [59][1780/3757] lr: 7.650e-03 eta: 1 day, 9:21:06 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 6.7987 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4675 loss: 2.4675 2022/06/26 04:05:53 - mmengine - INFO - Epoch(train) [59][1800/3757] lr: 7.650e-03 eta: 1 day, 9:21:01 time: 0.287 data_time: 0.021 memory: 5036 grad_norm: 5.1843 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 2.6400 loss: 2.6400 2022/06/26 04:05:59 - mmengine - INFO - Epoch(train) [59][1820/3757] lr: 7.650e-03 eta: 1 day, 9:20:56 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 5.7753 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2753 loss: 2.2753 2022/06/26 04:06:04 - mmengine - INFO - Epoch(train) [59][1840/3757] lr: 7.650e-03 eta: 1 day, 9:20:51 time: 0.274 data_time: 0.003 memory: 5036 grad_norm: 6.0961 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6084 loss: 2.6084 2022/06/26 04:06:10 - mmengine - INFO - Epoch(train) [59][1860/3757] lr: 7.650e-03 eta: 1 day, 9:20:46 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 6.3106 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.5027 loss: 2.5027 2022/06/26 04:06:15 - mmengine - INFO - Epoch(train) [59][1880/3757] lr: 7.650e-03 eta: 1 day, 9:20:41 time: 0.622 data_time: 0.029 memory: 5036 grad_norm: 5.2410 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.5668 loss: 2.5668 2022/06/26 04:06:20 - mmengine - INFO - Epoch(train) [59][1900/3757] lr: 7.650e-03 eta: 1 day, 9:20:36 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 5.6932 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7517 loss: 2.7517 2022/06/26 04:06:26 - mmengine - INFO - Epoch(train) [59][1920/3757] lr: 7.650e-03 eta: 1 day, 9:20:30 time: 0.297 data_time: 0.003 memory: 5036 grad_norm: 5.9407 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4145 loss: 2.4145 2022/06/26 04:06:31 - mmengine - INFO - Epoch(train) [59][1940/3757] lr: 7.650e-03 eta: 1 day, 9:20:25 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 6.3979 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.7116 loss: 2.7116 2022/06/26 04:06:36 - mmengine - INFO - Epoch(train) [59][1960/3757] lr: 7.650e-03 eta: 1 day, 9:20:20 time: 0.326 data_time: 0.019 memory: 5036 grad_norm: 5.6338 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6775 loss: 2.6775 2022/06/26 04:06:41 - mmengine - INFO - Epoch(train) [59][1980/3757] lr: 7.650e-03 eta: 1 day, 9:20:15 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 6.4675 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.6374 loss: 2.6374 2022/06/26 04:06:47 - mmengine - INFO - Epoch(train) [59][2000/3757] lr: 7.650e-03 eta: 1 day, 9:20:10 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 5.9117 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7607 loss: 2.7607 2022/06/26 04:06:52 - mmengine - INFO - Epoch(train) [59][2020/3757] lr: 7.650e-03 eta: 1 day, 9:20:05 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 6.5677 top1_acc: 0.0000 top5_acc: 0.6250 loss_cls: 3.2114 loss: 3.2114 2022/06/26 04:06:58 - mmengine - INFO - Epoch(train) [59][2040/3757] lr: 7.650e-03 eta: 1 day, 9:20:00 time: 0.289 data_time: 0.028 memory: 5036 grad_norm: 5.2288 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7409 loss: 2.7409 2022/06/26 04:07:03 - mmengine - INFO - Epoch(train) [59][2060/3757] lr: 7.650e-03 eta: 1 day, 9:19:54 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 5.7851 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.6328 loss: 2.6328 2022/06/26 04:07:08 - mmengine - INFO - Epoch(train) [59][2080/3757] lr: 7.650e-03 eta: 1 day, 9:19:49 time: 0.262 data_time: 0.010 memory: 5036 grad_norm: 7.7004 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9798 loss: 1.9798 2022/06/26 04:07:12 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 04:07:13 - mmengine - INFO - Epoch(train) [59][2100/3757] lr: 7.650e-03 eta: 1 day, 9:19:43 time: 0.251 data_time: 0.008 memory: 5036 grad_norm: 6.3158 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.8053 loss: 2.8053 2022/06/26 04:07:18 - mmengine - INFO - Epoch(train) [59][2120/3757] lr: 7.650e-03 eta: 1 day, 9:19:38 time: 0.264 data_time: 0.020 memory: 5036 grad_norm: 5.7100 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5280 loss: 2.5280 2022/06/26 04:07:23 - mmengine - INFO - Epoch(train) [59][2140/3757] lr: 7.650e-03 eta: 1 day, 9:19:32 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 4.7286 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5662 loss: 2.5662 2022/06/26 04:07:29 - mmengine - INFO - Epoch(train) [59][2160/3757] lr: 7.650e-03 eta: 1 day, 9:19:27 time: 0.250 data_time: 0.004 memory: 5036 grad_norm: 6.0388 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6916 loss: 2.6916 2022/06/26 04:07:34 - mmengine - INFO - Epoch(train) [59][2180/3757] lr: 7.650e-03 eta: 1 day, 9:19:22 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.5008 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.4425 loss: 2.4425 2022/06/26 04:07:39 - mmengine - INFO - Epoch(train) [59][2200/3757] lr: 7.650e-03 eta: 1 day, 9:19:16 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 6.5952 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0020 loss: 3.0020 2022/06/26 04:07:44 - mmengine - INFO - Epoch(train) [59][2220/3757] lr: 7.650e-03 eta: 1 day, 9:19:11 time: 0.255 data_time: 0.005 memory: 5036 grad_norm: 5.9657 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.6738 loss: 2.6738 2022/06/26 04:07:50 - mmengine - INFO - Epoch(train) [59][2240/3757] lr: 7.650e-03 eta: 1 day, 9:19:06 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 5.9524 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4602 loss: 2.4602 2022/06/26 04:07:55 - mmengine - INFO - Epoch(train) [59][2260/3757] lr: 7.650e-03 eta: 1 day, 9:19:01 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 5.7880 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8671 loss: 2.8671 2022/06/26 04:08:00 - mmengine - INFO - Epoch(train) [59][2280/3757] lr: 7.650e-03 eta: 1 day, 9:18:55 time: 0.278 data_time: 0.011 memory: 5036 grad_norm: 6.0505 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.7577 loss: 2.7577 2022/06/26 04:08:05 - mmengine - INFO - Epoch(train) [59][2300/3757] lr: 7.650e-03 eta: 1 day, 9:18:50 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 5.9932 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8522 loss: 2.8522 2022/06/26 04:08:11 - mmengine - INFO - Epoch(train) [59][2320/3757] lr: 7.650e-03 eta: 1 day, 9:18:44 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.4735 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7155 loss: 2.7155 2022/06/26 04:08:16 - mmengine - INFO - Epoch(train) [59][2340/3757] lr: 7.650e-03 eta: 1 day, 9:18:39 time: 0.285 data_time: 0.003 memory: 5036 grad_norm: 7.4646 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.0479 loss: 3.0479 2022/06/26 04:08:21 - mmengine - INFO - Epoch(train) [59][2360/3757] lr: 7.650e-03 eta: 1 day, 9:18:34 time: 0.285 data_time: 0.008 memory: 5036 grad_norm: 6.7376 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4847 loss: 2.4847 2022/06/26 04:08:26 - mmengine - INFO - Epoch(train) [59][2380/3757] lr: 7.650e-03 eta: 1 day, 9:18:29 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 7.0135 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6125 loss: 2.6125 2022/06/26 04:08:32 - mmengine - INFO - Epoch(train) [59][2400/3757] lr: 7.650e-03 eta: 1 day, 9:18:23 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 5.8277 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7643 loss: 2.7643 2022/06/26 04:08:37 - mmengine - INFO - Epoch(train) [59][2420/3757] lr: 7.650e-03 eta: 1 day, 9:18:18 time: 0.266 data_time: 0.003 memory: 5036 grad_norm: 6.9235 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0174 loss: 3.0174 2022/06/26 04:08:42 - mmengine - INFO - Epoch(train) [59][2440/3757] lr: 7.650e-03 eta: 1 day, 9:18:12 time: 0.265 data_time: 0.006 memory: 5036 grad_norm: 5.6718 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8698 loss: 2.8698 2022/06/26 04:08:47 - mmengine - INFO - Epoch(train) [59][2460/3757] lr: 7.650e-03 eta: 1 day, 9:18:07 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 6.3020 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9276 loss: 2.9276 2022/06/26 04:08:53 - mmengine - INFO - Epoch(train) [59][2480/3757] lr: 7.650e-03 eta: 1 day, 9:18:02 time: 0.247 data_time: 0.004 memory: 5036 grad_norm: 6.2432 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5238 loss: 2.5238 2022/06/26 04:08:58 - mmengine - INFO - Epoch(train) [59][2500/3757] lr: 7.650e-03 eta: 1 day, 9:17:56 time: 0.259 data_time: 0.002 memory: 5036 grad_norm: 6.1620 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7188 loss: 2.7188 2022/06/26 04:09:03 - mmengine - INFO - Epoch(train) [59][2520/3757] lr: 7.650e-03 eta: 1 day, 9:17:51 time: 0.264 data_time: 0.008 memory: 5036 grad_norm: 6.3991 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.8960 loss: 2.8960 2022/06/26 04:09:08 - mmengine - INFO - Epoch(train) [59][2540/3757] lr: 7.650e-03 eta: 1 day, 9:17:46 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 5.5306 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2303 loss: 2.2303 2022/06/26 04:09:13 - mmengine - INFO - Epoch(train) [59][2560/3757] lr: 7.650e-03 eta: 1 day, 9:17:40 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 6.1710 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3163 loss: 2.3163 2022/06/26 04:09:19 - mmengine - INFO - Epoch(train) [59][2580/3757] lr: 7.650e-03 eta: 1 day, 9:17:35 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.0495 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0216 loss: 2.0216 2022/06/26 04:09:24 - mmengine - INFO - Epoch(train) [59][2600/3757] lr: 7.650e-03 eta: 1 day, 9:17:30 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 6.8611 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.6229 loss: 2.6229 2022/06/26 04:09:29 - mmengine - INFO - Epoch(train) [59][2620/3757] lr: 7.650e-03 eta: 1 day, 9:17:25 time: 0.266 data_time: 0.019 memory: 5036 grad_norm: 6.6942 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.8912 loss: 2.8912 2022/06/26 04:09:35 - mmengine - INFO - Epoch(train) [59][2640/3757] lr: 7.650e-03 eta: 1 day, 9:17:20 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 6.0774 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4351 loss: 2.4351 2022/06/26 04:09:40 - mmengine - INFO - Epoch(train) [59][2660/3757] lr: 7.650e-03 eta: 1 day, 9:17:14 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 5.6739 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.2919 loss: 2.2919 2022/06/26 04:09:45 - mmengine - INFO - Epoch(train) [59][2680/3757] lr: 7.650e-03 eta: 1 day, 9:17:09 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 6.3273 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.6280 loss: 2.6280 2022/06/26 04:09:50 - mmengine - INFO - Epoch(train) [59][2700/3757] lr: 7.650e-03 eta: 1 day, 9:17:04 time: 0.254 data_time: 0.011 memory: 5036 grad_norm: 6.8621 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.6678 loss: 2.6678 2022/06/26 04:09:56 - mmengine - INFO - Epoch(train) [59][2720/3757] lr: 7.650e-03 eta: 1 day, 9:16:58 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 6.2192 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7680 loss: 2.7680 2022/06/26 04:10:01 - mmengine - INFO - Epoch(train) [59][2740/3757] lr: 7.650e-03 eta: 1 day, 9:16:53 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 5.9667 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.9924 loss: 2.9924 2022/06/26 04:10:06 - mmengine - INFO - Epoch(train) [59][2760/3757] lr: 7.650e-03 eta: 1 day, 9:16:48 time: 0.312 data_time: 0.057 memory: 5036 grad_norm: 5.0380 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2437 loss: 2.2437 2022/06/26 04:10:12 - mmengine - INFO - Epoch(train) [59][2780/3757] lr: 7.650e-03 eta: 1 day, 9:16:43 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 5.5100 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.5804 loss: 2.5804 2022/06/26 04:10:17 - mmengine - INFO - Epoch(train) [59][2800/3757] lr: 7.650e-03 eta: 1 day, 9:16:38 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 6.4625 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6955 loss: 2.6955 2022/06/26 04:10:22 - mmengine - INFO - Epoch(train) [59][2820/3757] lr: 7.650e-03 eta: 1 day, 9:16:33 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 6.2795 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.0455 loss: 3.0455 2022/06/26 04:10:28 - mmengine - INFO - Epoch(train) [59][2840/3757] lr: 7.650e-03 eta: 1 day, 9:16:28 time: 0.273 data_time: 0.006 memory: 5036 grad_norm: 5.9150 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6763 loss: 2.6763 2022/06/26 04:10:33 - mmengine - INFO - Epoch(train) [59][2860/3757] lr: 7.650e-03 eta: 1 day, 9:16:22 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 5.6240 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6056 loss: 2.6056 2022/06/26 04:10:38 - mmengine - INFO - Epoch(train) [59][2880/3757] lr: 7.650e-03 eta: 1 day, 9:16:17 time: 0.266 data_time: 0.003 memory: 5036 grad_norm: 6.7951 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4115 loss: 2.4115 2022/06/26 04:10:44 - mmengine - INFO - Epoch(train) [59][2900/3757] lr: 7.650e-03 eta: 1 day, 9:16:12 time: 0.268 data_time: 0.003 memory: 5036 grad_norm: 5.4571 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5620 loss: 2.5620 2022/06/26 04:10:49 - mmengine - INFO - Epoch(train) [59][2920/3757] lr: 7.650e-03 eta: 1 day, 9:16:06 time: 0.271 data_time: 0.003 memory: 5036 grad_norm: 5.9167 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7875 loss: 2.7875 2022/06/26 04:10:54 - mmengine - INFO - Epoch(train) [59][2940/3757] lr: 7.650e-03 eta: 1 day, 9:16:01 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 5.6134 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4183 loss: 2.4183 2022/06/26 04:10:59 - mmengine - INFO - Epoch(train) [59][2960/3757] lr: 7.650e-03 eta: 1 day, 9:15:56 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 5.4596 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9726 loss: 2.9726 2022/06/26 04:11:05 - mmengine - INFO - Epoch(train) [59][2980/3757] lr: 7.650e-03 eta: 1 day, 9:15:51 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 5.4715 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.8282 loss: 2.8282 2022/06/26 04:11:10 - mmengine - INFO - Epoch(train) [59][3000/3757] lr: 7.650e-03 eta: 1 day, 9:15:45 time: 0.267 data_time: 0.008 memory: 5036 grad_norm: 5.4312 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8981 loss: 2.8981 2022/06/26 04:11:15 - mmengine - INFO - Epoch(train) [59][3020/3757] lr: 7.650e-03 eta: 1 day, 9:15:40 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 5.2512 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1619 loss: 3.1619 2022/06/26 04:11:21 - mmengine - INFO - Epoch(train) [59][3040/3757] lr: 7.650e-03 eta: 1 day, 9:15:35 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.5823 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.8024 loss: 2.8024 2022/06/26 04:11:26 - mmengine - INFO - Epoch(train) [59][3060/3757] lr: 7.650e-03 eta: 1 day, 9:15:30 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 6.3199 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.0799 loss: 2.0799 2022/06/26 04:11:31 - mmengine - INFO - Epoch(train) [59][3080/3757] lr: 7.650e-03 eta: 1 day, 9:15:25 time: 0.260 data_time: 0.009 memory: 5036 grad_norm: 6.2912 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.6237 loss: 2.6237 2022/06/26 04:11:35 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 04:11:37 - mmengine - INFO - Epoch(train) [59][3100/3757] lr: 7.650e-03 eta: 1 day, 9:15:20 time: 0.291 data_time: 0.003 memory: 5036 grad_norm: 6.2631 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.5493 loss: 2.5493 2022/06/26 04:11:42 - mmengine - INFO - Epoch(train) [59][3120/3757] lr: 7.650e-03 eta: 1 day, 9:15:15 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 5.9146 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6673 loss: 2.6673 2022/06/26 04:11:47 - mmengine - INFO - Epoch(train) [59][3140/3757] lr: 7.650e-03 eta: 1 day, 9:15:10 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 5.3718 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2712 loss: 2.2712 2022/06/26 04:11:52 - mmengine - INFO - Epoch(train) [59][3160/3757] lr: 7.650e-03 eta: 1 day, 9:15:04 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 6.4347 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7776 loss: 2.7776 2022/06/26 04:11:58 - mmengine - INFO - Epoch(train) [59][3180/3757] lr: 7.650e-03 eta: 1 day, 9:14:59 time: 0.266 data_time: 0.003 memory: 5036 grad_norm: 5.8392 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.3995 loss: 2.3995 2022/06/26 04:12:03 - mmengine - INFO - Epoch(train) [59][3200/3757] lr: 7.650e-03 eta: 1 day, 9:14:54 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 5.4357 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.3955 loss: 2.3955 2022/06/26 04:12:09 - mmengine - INFO - Epoch(train) [59][3220/3757] lr: 7.650e-03 eta: 1 day, 9:14:49 time: 0.251 data_time: 0.007 memory: 5036 grad_norm: 5.5654 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7707 loss: 2.7707 2022/06/26 04:12:14 - mmengine - INFO - Epoch(train) [59][3240/3757] lr: 7.650e-03 eta: 1 day, 9:14:44 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 5.4039 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6447 loss: 2.6447 2022/06/26 04:12:19 - mmengine - INFO - Epoch(train) [59][3260/3757] lr: 7.650e-03 eta: 1 day, 9:14:38 time: 0.268 data_time: 0.003 memory: 5036 grad_norm: 5.4468 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3648 loss: 2.3648 2022/06/26 04:12:24 - mmengine - INFO - Epoch(train) [59][3280/3757] lr: 7.650e-03 eta: 1 day, 9:14:33 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 6.2060 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.8111 loss: 2.8111 2022/06/26 04:12:29 - mmengine - INFO - Epoch(train) [59][3300/3757] lr: 7.650e-03 eta: 1 day, 9:14:27 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 5.9245 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 2.8773 loss: 2.8773 2022/06/26 04:12:35 - mmengine - INFO - Epoch(train) [59][3320/3757] lr: 7.650e-03 eta: 1 day, 9:14:22 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 7.0578 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.5529 loss: 2.5529 2022/06/26 04:12:40 - mmengine - INFO - Epoch(train) [59][3340/3757] lr: 7.650e-03 eta: 1 day, 9:14:17 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 6.2260 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.5640 loss: 2.5640 2022/06/26 04:12:45 - mmengine - INFO - Epoch(train) [59][3360/3757] lr: 7.650e-03 eta: 1 day, 9:14:11 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 5.7799 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8801 loss: 2.8801 2022/06/26 04:12:50 - mmengine - INFO - Epoch(train) [59][3380/3757] lr: 7.650e-03 eta: 1 day, 9:14:06 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 5.0093 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7871 loss: 2.7871 2022/06/26 04:12:55 - mmengine - INFO - Epoch(train) [59][3400/3757] lr: 7.650e-03 eta: 1 day, 9:14:00 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 5.5797 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5920 loss: 2.5920 2022/06/26 04:13:01 - mmengine - INFO - Epoch(train) [59][3420/3757] lr: 7.650e-03 eta: 1 day, 9:13:55 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 6.4429 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.8823 loss: 2.8823 2022/06/26 04:13:06 - mmengine - INFO - Epoch(train) [59][3440/3757] lr: 7.650e-03 eta: 1 day, 9:13:50 time: 0.264 data_time: 0.005 memory: 5036 grad_norm: 6.5617 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.8626 loss: 2.8626 2022/06/26 04:13:11 - mmengine - INFO - Epoch(train) [59][3460/3757] lr: 7.650e-03 eta: 1 day, 9:13:44 time: 0.293 data_time: 0.003 memory: 5036 grad_norm: 7.4182 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.5649 loss: 2.5649 2022/06/26 04:13:17 - mmengine - INFO - Epoch(train) [59][3480/3757] lr: 7.650e-03 eta: 1 day, 9:13:40 time: 0.376 data_time: 0.099 memory: 5036 grad_norm: 5.5493 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.7747 loss: 2.7747 2022/06/26 04:13:22 - mmengine - INFO - Epoch(train) [59][3500/3757] lr: 7.650e-03 eta: 1 day, 9:13:35 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 5.7242 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5240 loss: 2.5240 2022/06/26 04:13:27 - mmengine - INFO - Epoch(train) [59][3520/3757] lr: 7.650e-03 eta: 1 day, 9:13:30 time: 0.266 data_time: 0.003 memory: 5036 grad_norm: 5.5427 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.9633 loss: 2.9633 2022/06/26 04:13:33 - mmengine - INFO - Epoch(train) [59][3540/3757] lr: 7.650e-03 eta: 1 day, 9:13:24 time: 0.277 data_time: 0.003 memory: 5036 grad_norm: 6.5968 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 3.0737 loss: 3.0737 2022/06/26 04:13:38 - mmengine - INFO - Epoch(train) [59][3560/3757] lr: 7.650e-03 eta: 1 day, 9:13:19 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 6.0350 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.9484 loss: 2.9484 2022/06/26 04:13:43 - mmengine - INFO - Epoch(train) [59][3580/3757] lr: 7.650e-03 eta: 1 day, 9:13:14 time: 0.250 data_time: 0.011 memory: 5036 grad_norm: 5.5364 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.5145 loss: 2.5145 2022/06/26 04:13:49 - mmengine - INFO - Epoch(train) [59][3600/3757] lr: 7.650e-03 eta: 1 day, 9:13:09 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 5.4236 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2595 loss: 2.2595 2022/06/26 04:13:54 - mmengine - INFO - Epoch(train) [59][3620/3757] lr: 7.650e-03 eta: 1 day, 9:13:04 time: 0.275 data_time: 0.003 memory: 5036 grad_norm: 5.0264 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1422 loss: 3.1422 2022/06/26 04:13:59 - mmengine - INFO - Epoch(train) [59][3640/3757] lr: 7.650e-03 eta: 1 day, 9:12:58 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 5.2953 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2982 loss: 2.2982 2022/06/26 04:14:04 - mmengine - INFO - Epoch(train) [59][3660/3757] lr: 7.650e-03 eta: 1 day, 9:12:53 time: 0.265 data_time: 0.006 memory: 5036 grad_norm: 6.4751 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.8053 loss: 2.8053 2022/06/26 04:14:10 - mmengine - INFO - Epoch(train) [59][3680/3757] lr: 7.650e-03 eta: 1 day, 9:12:48 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 7.1112 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.6773 loss: 2.6773 2022/06/26 04:14:15 - mmengine - INFO - Epoch(train) [59][3700/3757] lr: 7.650e-03 eta: 1 day, 9:12:42 time: 0.271 data_time: 0.006 memory: 5036 grad_norm: 6.1873 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.6841 loss: 2.6841 2022/06/26 04:14:20 - mmengine - INFO - Epoch(train) [59][3720/3757] lr: 7.650e-03 eta: 1 day, 9:12:37 time: 0.256 data_time: 0.011 memory: 5036 grad_norm: 6.6741 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 2.6688 loss: 2.6688 2022/06/26 04:14:25 - mmengine - INFO - Epoch(train) [59][3740/3757] lr: 7.650e-03 eta: 1 day, 9:12:31 time: 0.236 data_time: 0.005 memory: 5036 grad_norm: 5.9733 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6025 loss: 2.6025 2022/06/26 04:14:30 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 04:14:30 - mmengine - INFO - Saving checkpoint at 59 epochs 2022/06/26 04:14:43 - mmengine - INFO - Epoch(val) [59][20/310] eta: 0:01:44 time: 0.108 data_time: 0.002 memory: 5036 2022/06/26 04:14:48 - mmengine - INFO - Epoch(val) [59][40/310] eta: 0:01:38 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 04:14:52 - mmengine - INFO - Epoch(val) [59][60/310] eta: 0:00:35 time: 0.106 data_time: 0.005 memory: 1723 2022/06/26 04:14:57 - mmengine - INFO - Epoch(val) [59][80/310] eta: 0:00:26 time: 0.105 data_time: 0.002 memory: 1723 2022/06/26 04:15:04 - mmengine - INFO - Epoch(val) [59][100/310] eta: 0:01:17 time: 0.108 data_time: 0.001 memory: 1723 2022/06/26 04:15:09 - mmengine - INFO - Epoch(val) [59][120/310] eta: 0:01:08 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 04:15:13 - mmengine - INFO - Epoch(val) [59][140/310] eta: 0:00:26 time: 0.113 data_time: 0.011 memory: 1723 2022/06/26 04:15:18 - mmengine - INFO - Epoch(val) [59][160/310] eta: 0:00:16 time: 0.108 data_time: 0.002 memory: 1723 2022/06/26 04:15:25 - mmengine - INFO - Epoch(val) [59][180/310] eta: 0:00:42 time: 0.108 data_time: 0.002 memory: 1723 2022/06/26 04:15:30 - mmengine - INFO - Epoch(val) [59][200/310] eta: 0:00:35 time: 0.113 data_time: 0.006 memory: 1723 2022/06/26 04:15:35 - mmengine - INFO - Epoch(val) [59][220/310] eta: 0:00:11 time: 0.258 data_time: 0.153 memory: 1723 2022/06/26 04:15:39 - mmengine - INFO - Epoch(val) [59][240/310] eta: 0:00:07 time: 0.103 data_time: 0.002 memory: 1723 2022/06/26 04:15:47 - mmengine - INFO - Epoch(val) [59][260/310] eta: 0:00:19 time: 0.103 data_time: 0.002 memory: 1723 2022/06/26 04:15:51 - mmengine - INFO - Epoch(val) [59][280/310] eta: 0:00:08 time: 0.121 data_time: 0.003 memory: 1723 2022/06/26 04:15:53 - mmengine - INFO - Epoch(val) [59][300/310] eta: 0:00:01 time: 0.107 data_time: 0.001 memory: 1723 2022/06/26 04:15:55 - mmengine - INFO - Epoch(val) [59][310/310] acc/top1: 0.4740 acc/top5: 0.7323 acc/mean1: 0.4738 2022/06/26 04:16:05 - mmengine - INFO - Epoch(train) [60][20/3757] lr: 7.575e-03 eta: 1 day, 9:12:28 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 5.4454 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8460 loss: 2.8460 2022/06/26 04:16:10 - mmengine - INFO - Epoch(train) [60][40/3757] lr: 7.575e-03 eta: 1 day, 9:12:22 time: 0.257 data_time: 0.005 memory: 5036 grad_norm: 5.7165 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5917 loss: 2.5917 2022/06/26 04:16:15 - mmengine - INFO - Epoch(train) [60][60/3757] lr: 7.575e-03 eta: 1 day, 9:12:17 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 5.7766 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.3802 loss: 2.3802 2022/06/26 04:16:21 - mmengine - INFO - Epoch(train) [60][80/3757] lr: 7.575e-03 eta: 1 day, 9:12:12 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 6.0507 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9575 loss: 2.9575 2022/06/26 04:16:26 - mmengine - INFO - Epoch(train) [60][100/3757] lr: 7.575e-03 eta: 1 day, 9:12:07 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 6.1702 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.6822 loss: 2.6822 2022/06/26 04:16:32 - mmengine - INFO - Epoch(train) [60][120/3757] lr: 7.575e-03 eta: 1 day, 9:12:02 time: 0.248 data_time: 0.008 memory: 5036 grad_norm: 6.5584 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1429 loss: 3.1429 2022/06/26 04:16:37 - mmengine - INFO - Epoch(train) [60][140/3757] lr: 7.575e-03 eta: 1 day, 9:11:57 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 5.3229 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2977 loss: 2.2977 2022/06/26 04:16:42 - mmengine - INFO - Epoch(train) [60][160/3757] lr: 7.575e-03 eta: 1 day, 9:11:52 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 6.3326 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6490 loss: 2.6490 2022/06/26 04:16:48 - mmengine - INFO - Epoch(train) [60][180/3757] lr: 7.575e-03 eta: 1 day, 9:11:47 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 6.1692 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.5878 loss: 2.5878 2022/06/26 04:16:53 - mmengine - INFO - Epoch(train) [60][200/3757] lr: 7.575e-03 eta: 1 day, 9:11:42 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 5.5259 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5061 loss: 2.5061 2022/06/26 04:16:58 - mmengine - INFO - Epoch(train) [60][220/3757] lr: 7.575e-03 eta: 1 day, 9:11:36 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 6.2904 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7727 loss: 2.7727 2022/06/26 04:17:03 - mmengine - INFO - Epoch(train) [60][240/3757] lr: 7.575e-03 eta: 1 day, 9:11:31 time: 0.246 data_time: 0.004 memory: 5036 grad_norm: 6.9050 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8933 loss: 2.8933 2022/06/26 04:17:09 - mmengine - INFO - Epoch(train) [60][260/3757] lr: 7.575e-03 eta: 1 day, 9:11:26 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 6.2666 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4359 loss: 2.4359 2022/06/26 04:17:14 - mmengine - INFO - Epoch(train) [60][280/3757] lr: 7.575e-03 eta: 1 day, 9:11:21 time: 0.245 data_time: 0.009 memory: 5036 grad_norm: 6.3742 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.6399 loss: 2.6399 2022/06/26 04:17:20 - mmengine - INFO - Epoch(train) [60][300/3757] lr: 7.575e-03 eta: 1 day, 9:11:16 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 5.4481 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4637 loss: 2.4637 2022/06/26 04:17:25 - mmengine - INFO - Epoch(train) [60][320/3757] lr: 7.575e-03 eta: 1 day, 9:11:10 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 5.6679 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6097 loss: 2.6097 2022/06/26 04:17:29 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 04:17:30 - mmengine - INFO - Epoch(train) [60][340/3757] lr: 7.575e-03 eta: 1 day, 9:11:05 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 5.8729 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.5181 loss: 2.5181 2022/06/26 04:17:35 - mmengine - INFO - Epoch(train) [60][360/3757] lr: 7.575e-03 eta: 1 day, 9:11:00 time: 0.250 data_time: 0.011 memory: 5036 grad_norm: 5.0819 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.5039 loss: 2.5039 2022/06/26 04:17:41 - mmengine - INFO - Epoch(train) [60][380/3757] lr: 7.575e-03 eta: 1 day, 9:10:55 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 6.9385 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1774 loss: 3.1774 2022/06/26 04:17:46 - mmengine - INFO - Epoch(train) [60][400/3757] lr: 7.575e-03 eta: 1 day, 9:10:49 time: 0.245 data_time: 0.003 memory: 5036 grad_norm: 6.1591 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4818 loss: 2.4818 2022/06/26 04:17:52 - mmengine - INFO - Epoch(train) [60][420/3757] lr: 7.575e-03 eta: 1 day, 9:10:45 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 7.1082 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9852 loss: 2.9852 2022/06/26 04:17:57 - mmengine - INFO - Epoch(train) [60][440/3757] lr: 7.575e-03 eta: 1 day, 9:10:40 time: 0.335 data_time: 0.012 memory: 5036 grad_norm: 5.9226 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.6961 loss: 2.6961 2022/06/26 04:18:02 - mmengine - INFO - Epoch(train) [60][460/3757] lr: 7.575e-03 eta: 1 day, 9:10:35 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 5.9255 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9345 loss: 2.9345 2022/06/26 04:18:07 - mmengine - INFO - Epoch(train) [60][480/3757] lr: 7.575e-03 eta: 1 day, 9:10:29 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.4216 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.7615 loss: 2.7615 2022/06/26 04:18:13 - mmengine - INFO - Epoch(train) [60][500/3757] lr: 7.575e-03 eta: 1 day, 9:10:24 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 6.5726 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6740 loss: 2.6740 2022/06/26 04:18:18 - mmengine - INFO - Epoch(train) [60][520/3757] lr: 7.575e-03 eta: 1 day, 9:10:19 time: 0.258 data_time: 0.013 memory: 5036 grad_norm: 6.8089 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6807 loss: 2.6807 2022/06/26 04:18:23 - mmengine - INFO - Epoch(train) [60][540/3757] lr: 7.575e-03 eta: 1 day, 9:10:13 time: 0.258 data_time: 0.013 memory: 5036 grad_norm: 6.3742 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.5346 loss: 2.5346 2022/06/26 04:18:28 - mmengine - INFO - Epoch(train) [60][560/3757] lr: 7.575e-03 eta: 1 day, 9:10:08 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 4.7949 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4615 loss: 2.4615 2022/06/26 04:18:34 - mmengine - INFO - Epoch(train) [60][580/3757] lr: 7.575e-03 eta: 1 day, 9:10:03 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 6.3311 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6523 loss: 2.6523 2022/06/26 04:18:39 - mmengine - INFO - Epoch(train) [60][600/3757] lr: 7.575e-03 eta: 1 day, 9:09:58 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 6.5228 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0141 loss: 3.0141 2022/06/26 04:18:44 - mmengine - INFO - Epoch(train) [60][620/3757] lr: 7.575e-03 eta: 1 day, 9:09:52 time: 0.259 data_time: 0.020 memory: 5036 grad_norm: 6.2831 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.1177 loss: 2.1177 2022/06/26 04:18:50 - mmengine - INFO - Epoch(train) [60][640/3757] lr: 7.575e-03 eta: 1 day, 9:09:47 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 5.4102 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5111 loss: 2.5111 2022/06/26 04:18:55 - mmengine - INFO - Epoch(train) [60][660/3757] lr: 7.575e-03 eta: 1 day, 9:09:42 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 5.6499 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.9076 loss: 2.9076 2022/06/26 04:19:00 - mmengine - INFO - Epoch(train) [60][680/3757] lr: 7.575e-03 eta: 1 day, 9:09:36 time: 0.269 data_time: 0.012 memory: 5036 grad_norm: 6.5320 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6766 loss: 2.6766 2022/06/26 04:19:05 - mmengine - INFO - Epoch(train) [60][700/3757] lr: 7.575e-03 eta: 1 day, 9:09:31 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 5.9415 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.3036 loss: 2.3036 2022/06/26 04:19:11 - mmengine - INFO - Epoch(train) [60][720/3757] lr: 7.575e-03 eta: 1 day, 9:09:26 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 5.6821 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.7863 loss: 2.7863 2022/06/26 04:19:16 - mmengine - INFO - Epoch(train) [60][740/3757] lr: 7.575e-03 eta: 1 day, 9:09:20 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 6.3867 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.6603 loss: 2.6603 2022/06/26 04:19:21 - mmengine - INFO - Epoch(train) [60][760/3757] lr: 7.575e-03 eta: 1 day, 9:09:15 time: 0.253 data_time: 0.013 memory: 5036 grad_norm: 5.9147 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8473 loss: 2.8473 2022/06/26 04:19:26 - mmengine - INFO - Epoch(train) [60][780/3757] lr: 7.575e-03 eta: 1 day, 9:09:10 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 5.6785 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8174 loss: 2.8174 2022/06/26 04:19:32 - mmengine - INFO - Epoch(train) [60][800/3757] lr: 7.575e-03 eta: 1 day, 9:09:05 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 5.9861 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.7618 loss: 2.7618 2022/06/26 04:19:37 - mmengine - INFO - Epoch(train) [60][820/3757] lr: 7.575e-03 eta: 1 day, 9:09:00 time: 0.268 data_time: 0.004 memory: 5036 grad_norm: 6.5194 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9323 loss: 2.9323 2022/06/26 04:19:42 - mmengine - INFO - Epoch(train) [60][840/3757] lr: 7.575e-03 eta: 1 day, 9:08:55 time: 0.251 data_time: 0.012 memory: 5036 grad_norm: 6.9290 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.9687 loss: 2.9687 2022/06/26 04:19:48 - mmengine - INFO - Epoch(train) [60][860/3757] lr: 7.575e-03 eta: 1 day, 9:08:50 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 6.3366 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3907 loss: 2.3907 2022/06/26 04:19:53 - mmengine - INFO - Epoch(train) [60][880/3757] lr: 7.575e-03 eta: 1 day, 9:08:45 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.5610 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3392 loss: 2.3392 2022/06/26 04:19:59 - mmengine - INFO - Epoch(train) [60][900/3757] lr: 7.575e-03 eta: 1 day, 9:08:40 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 6.6859 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.8478 loss: 2.8478 2022/06/26 04:20:04 - mmengine - INFO - Epoch(train) [60][920/3757] lr: 7.575e-03 eta: 1 day, 9:08:34 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 5.5375 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.1815 loss: 3.1815 2022/06/26 04:20:09 - mmengine - INFO - Epoch(train) [60][940/3757] lr: 7.575e-03 eta: 1 day, 9:08:29 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 6.4398 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.7655 loss: 2.7655 2022/06/26 04:20:14 - mmengine - INFO - Epoch(train) [60][960/3757] lr: 7.575e-03 eta: 1 day, 9:08:24 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 5.5160 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5257 loss: 2.5257 2022/06/26 04:20:20 - mmengine - INFO - Epoch(train) [60][980/3757] lr: 7.575e-03 eta: 1 day, 9:08:19 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 5.5330 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.5770 loss: 2.5770 2022/06/26 04:20:25 - mmengine - INFO - Epoch(train) [60][1000/3757] lr: 7.575e-03 eta: 1 day, 9:08:13 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 7.0801 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6441 loss: 2.6441 2022/06/26 04:20:30 - mmengine - INFO - Epoch(train) [60][1020/3757] lr: 7.575e-03 eta: 1 day, 9:08:08 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 6.4076 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3649 loss: 2.3649 2022/06/26 04:20:36 - mmengine - INFO - Epoch(train) [60][1040/3757] lr: 7.575e-03 eta: 1 day, 9:08:03 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 6.7902 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8718 loss: 2.8718 2022/06/26 04:20:41 - mmengine - INFO - Epoch(train) [60][1060/3757] lr: 7.575e-03 eta: 1 day, 9:07:57 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 5.2988 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.2177 loss: 3.2177 2022/06/26 04:20:46 - mmengine - INFO - Epoch(train) [60][1080/3757] lr: 7.575e-03 eta: 1 day, 9:07:52 time: 0.250 data_time: 0.012 memory: 5036 grad_norm: 6.3133 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6964 loss: 2.6964 2022/06/26 04:20:51 - mmengine - INFO - Epoch(train) [60][1100/3757] lr: 7.575e-03 eta: 1 day, 9:07:47 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 5.5448 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.3868 loss: 2.3868 2022/06/26 04:20:56 - mmengine - INFO - Epoch(train) [60][1120/3757] lr: 7.575e-03 eta: 1 day, 9:07:41 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 5.9808 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.4061 loss: 2.4061 2022/06/26 04:21:01 - mmengine - INFO - Epoch(train) [60][1140/3757] lr: 7.575e-03 eta: 1 day, 9:07:36 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 7.7999 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.0204 loss: 3.0204 2022/06/26 04:21:07 - mmengine - INFO - Epoch(train) [60][1160/3757] lr: 7.575e-03 eta: 1 day, 9:07:30 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 6.7614 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3671 loss: 2.3671 2022/06/26 04:21:12 - mmengine - INFO - Epoch(train) [60][1180/3757] lr: 7.575e-03 eta: 1 day, 9:07:26 time: 0.251 data_time: 0.005 memory: 5036 grad_norm: 6.2391 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.5585 loss: 2.5585 2022/06/26 04:21:17 - mmengine - INFO - Epoch(train) [60][1200/3757] lr: 7.575e-03 eta: 1 day, 9:07:20 time: 0.328 data_time: 0.080 memory: 5036 grad_norm: 5.6198 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7602 loss: 2.7602 2022/06/26 04:21:23 - mmengine - INFO - Epoch(train) [60][1220/3757] lr: 7.575e-03 eta: 1 day, 9:07:15 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 5.8556 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2366 loss: 3.2366 2022/06/26 04:21:28 - mmengine - INFO - Epoch(train) [60][1240/3757] lr: 7.575e-03 eta: 1 day, 9:07:10 time: 0.266 data_time: 0.003 memory: 5036 grad_norm: 6.6622 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.7975 loss: 2.7975 2022/06/26 04:21:33 - mmengine - INFO - Epoch(train) [60][1260/3757] lr: 7.575e-03 eta: 1 day, 9:07:04 time: 0.271 data_time: 0.006 memory: 5036 grad_norm: 6.7439 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8899 loss: 2.8899 2022/06/26 04:21:38 - mmengine - INFO - Epoch(train) [60][1280/3757] lr: 7.575e-03 eta: 1 day, 9:06:59 time: 0.260 data_time: 0.008 memory: 5036 grad_norm: 5.6065 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7788 loss: 2.7788 2022/06/26 04:21:44 - mmengine - INFO - Epoch(train) [60][1300/3757] lr: 7.575e-03 eta: 1 day, 9:06:54 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.4643 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.8348 loss: 2.8348 2022/06/26 04:21:49 - mmengine - INFO - Epoch(train) [60][1320/3757] lr: 7.575e-03 eta: 1 day, 9:06:48 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 6.6324 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6513 loss: 2.6513 2022/06/26 04:21:53 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 04:21:54 - mmengine - INFO - Epoch(train) [60][1340/3757] lr: 7.575e-03 eta: 1 day, 9:06:43 time: 0.250 data_time: 0.009 memory: 5036 grad_norm: 6.7736 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5751 loss: 2.5751 2022/06/26 04:21:59 - mmengine - INFO - Epoch(train) [60][1360/3757] lr: 7.575e-03 eta: 1 day, 9:06:37 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 6.2861 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.6262 loss: 2.6262 2022/06/26 04:22:04 - mmengine - INFO - Epoch(train) [60][1380/3757] lr: 7.575e-03 eta: 1 day, 9:06:32 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 5.4772 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8559 loss: 2.8559 2022/06/26 04:22:09 - mmengine - INFO - Epoch(train) [60][1400/3757] lr: 7.575e-03 eta: 1 day, 9:06:26 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 6.3157 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8369 loss: 2.8369 2022/06/26 04:22:14 - mmengine - INFO - Epoch(train) [60][1420/3757] lr: 7.575e-03 eta: 1 day, 9:06:20 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 6.2401 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7811 loss: 2.7811 2022/06/26 04:22:20 - mmengine - INFO - Epoch(train) [60][1440/3757] lr: 7.575e-03 eta: 1 day, 9:06:16 time: 0.255 data_time: 0.010 memory: 5036 grad_norm: 5.8851 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8881 loss: 2.8881 2022/06/26 04:22:25 - mmengine - INFO - Epoch(train) [60][1460/3757] lr: 7.575e-03 eta: 1 day, 9:06:10 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 6.5715 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.4863 loss: 2.4863 2022/06/26 04:22:30 - mmengine - INFO - Epoch(train) [60][1480/3757] lr: 7.575e-03 eta: 1 day, 9:06:05 time: 0.271 data_time: 0.017 memory: 5036 grad_norm: 5.9269 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.4226 loss: 2.4226 2022/06/26 04:22:36 - mmengine - INFO - Epoch(train) [60][1500/3757] lr: 7.575e-03 eta: 1 day, 9:05:59 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 5.1207 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7342 loss: 2.7342 2022/06/26 04:22:41 - mmengine - INFO - Epoch(train) [60][1520/3757] lr: 7.575e-03 eta: 1 day, 9:05:55 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 7.2821 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.8672 loss: 2.8672 2022/06/26 04:22:46 - mmengine - INFO - Epoch(train) [60][1540/3757] lr: 7.575e-03 eta: 1 day, 9:05:49 time: 0.259 data_time: 0.002 memory: 5036 grad_norm: 5.0231 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.7558 loss: 2.7558 2022/06/26 04:22:51 - mmengine - INFO - Epoch(train) [60][1560/3757] lr: 7.575e-03 eta: 1 day, 9:05:44 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 5.8924 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7678 loss: 2.7678 2022/06/26 04:22:57 - mmengine - INFO - Epoch(train) [60][1580/3757] lr: 7.575e-03 eta: 1 day, 9:05:38 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 6.2957 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4942 loss: 2.4942 2022/06/26 04:23:02 - mmengine - INFO - Epoch(train) [60][1600/3757] lr: 7.575e-03 eta: 1 day, 9:05:33 time: 0.249 data_time: 0.005 memory: 5036 grad_norm: 5.7500 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6818 loss: 2.6818 2022/06/26 04:23:07 - mmengine - INFO - Epoch(train) [60][1620/3757] lr: 7.575e-03 eta: 1 day, 9:05:27 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 6.8551 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.3120 loss: 2.3120 2022/06/26 04:23:12 - mmengine - INFO - Epoch(train) [60][1640/3757] lr: 7.575e-03 eta: 1 day, 9:05:22 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 6.7680 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8444 loss: 2.8444 2022/06/26 04:23:18 - mmengine - INFO - Epoch(train) [60][1660/3757] lr: 7.575e-03 eta: 1 day, 9:05:17 time: 0.346 data_time: 0.006 memory: 5036 grad_norm: 6.1540 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7262 loss: 2.7262 2022/06/26 04:23:23 - mmengine - INFO - Epoch(train) [60][1680/3757] lr: 7.575e-03 eta: 1 day, 9:05:11 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 5.9487 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8654 loss: 2.8654 2022/06/26 04:23:28 - mmengine - INFO - Epoch(train) [60][1700/3757] lr: 7.575e-03 eta: 1 day, 9:05:06 time: 0.256 data_time: 0.008 memory: 5036 grad_norm: 5.8893 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.0007 loss: 3.0007 2022/06/26 04:23:33 - mmengine - INFO - Epoch(train) [60][1720/3757] lr: 7.575e-03 eta: 1 day, 9:05:00 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 6.6970 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8799 loss: 2.8799 2022/06/26 04:23:38 - mmengine - INFO - Epoch(train) [60][1740/3757] lr: 7.575e-03 eta: 1 day, 9:04:55 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 5.9419 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.4405 loss: 2.4405 2022/06/26 04:23:44 - mmengine - INFO - Epoch(train) [60][1760/3757] lr: 7.575e-03 eta: 1 day, 9:04:50 time: 0.253 data_time: 0.014 memory: 5036 grad_norm: 6.2143 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.6002 loss: 2.6002 2022/06/26 04:23:49 - mmengine - INFO - Epoch(train) [60][1780/3757] lr: 7.575e-03 eta: 1 day, 9:04:44 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 5.9794 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.9166 loss: 2.9166 2022/06/26 04:23:54 - mmengine - INFO - Epoch(train) [60][1800/3757] lr: 7.575e-03 eta: 1 day, 9:04:39 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 5.9803 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4669 loss: 2.4669 2022/06/26 04:23:59 - mmengine - INFO - Epoch(train) [60][1820/3757] lr: 7.575e-03 eta: 1 day, 9:04:33 time: 0.249 data_time: 0.004 memory: 5036 grad_norm: 6.3841 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7242 loss: 2.7242 2022/06/26 04:24:04 - mmengine - INFO - Epoch(train) [60][1840/3757] lr: 7.575e-03 eta: 1 day, 9:04:28 time: 0.265 data_time: 0.009 memory: 5036 grad_norm: 5.9480 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8190 loss: 2.8190 2022/06/26 04:24:10 - mmengine - INFO - Epoch(train) [60][1860/3757] lr: 7.575e-03 eta: 1 day, 9:04:23 time: 0.246 data_time: 0.005 memory: 5036 grad_norm: 6.3912 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.6172 loss: 2.6172 2022/06/26 04:24:15 - mmengine - INFO - Epoch(train) [60][1880/3757] lr: 7.575e-03 eta: 1 day, 9:04:17 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 5.4637 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.4075 loss: 2.4075 2022/06/26 04:24:20 - mmengine - INFO - Epoch(train) [60][1900/3757] lr: 7.575e-03 eta: 1 day, 9:04:12 time: 0.271 data_time: 0.004 memory: 5036 grad_norm: 5.8553 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.9211 loss: 2.9211 2022/06/26 04:24:25 - mmengine - INFO - Epoch(train) [60][1920/3757] lr: 7.575e-03 eta: 1 day, 9:04:07 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 6.5252 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.9766 loss: 2.9766 2022/06/26 04:24:30 - mmengine - INFO - Epoch(train) [60][1940/3757] lr: 7.575e-03 eta: 1 day, 9:04:01 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 5.4450 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.5199 loss: 2.5199 2022/06/26 04:24:36 - mmengine - INFO - Epoch(train) [60][1960/3757] lr: 7.575e-03 eta: 1 day, 9:03:56 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 5.9876 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0801 loss: 2.0801 2022/06/26 04:24:41 - mmengine - INFO - Epoch(train) [60][1980/3757] lr: 7.575e-03 eta: 1 day, 9:03:51 time: 0.251 data_time: 0.009 memory: 5036 grad_norm: 6.3268 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5743 loss: 2.5743 2022/06/26 04:24:46 - mmengine - INFO - Epoch(train) [60][2000/3757] lr: 7.575e-03 eta: 1 day, 9:03:45 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 6.0529 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.7456 loss: 2.7456 2022/06/26 04:24:51 - mmengine - INFO - Epoch(train) [60][2020/3757] lr: 7.575e-03 eta: 1 day, 9:03:40 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 6.2384 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0088 loss: 3.0088 2022/06/26 04:24:56 - mmengine - INFO - Epoch(train) [60][2040/3757] lr: 7.575e-03 eta: 1 day, 9:03:34 time: 0.270 data_time: 0.003 memory: 5036 grad_norm: 6.0476 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6231 loss: 2.6231 2022/06/26 04:25:02 - mmengine - INFO - Epoch(train) [60][2060/3757] lr: 7.575e-03 eta: 1 day, 9:03:29 time: 0.250 data_time: 0.008 memory: 5036 grad_norm: 5.5970 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8071 loss: 2.8071 2022/06/26 04:25:07 - mmengine - INFO - Epoch(train) [60][2080/3757] lr: 7.575e-03 eta: 1 day, 9:03:24 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 7.0813 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.6915 loss: 2.6915 2022/06/26 04:25:12 - mmengine - INFO - Epoch(train) [60][2100/3757] lr: 7.575e-03 eta: 1 day, 9:03:19 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 6.6292 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.8214 loss: 2.8214 2022/06/26 04:25:17 - mmengine - INFO - Epoch(train) [60][2120/3757] lr: 7.575e-03 eta: 1 day, 9:03:13 time: 0.273 data_time: 0.003 memory: 5036 grad_norm: 6.9339 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.3822 loss: 3.3822 2022/06/26 04:25:23 - mmengine - INFO - Epoch(train) [60][2140/3757] lr: 7.575e-03 eta: 1 day, 9:03:08 time: 0.255 data_time: 0.012 memory: 5036 grad_norm: 6.1306 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9250 loss: 2.9250 2022/06/26 04:25:28 - mmengine - INFO - Epoch(train) [60][2160/3757] lr: 7.575e-03 eta: 1 day, 9:03:02 time: 0.266 data_time: 0.003 memory: 5036 grad_norm: 5.9874 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.0090 loss: 3.0090 2022/06/26 04:25:33 - mmengine - INFO - Epoch(train) [60][2180/3757] lr: 7.575e-03 eta: 1 day, 9:02:57 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 7.3912 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7042 loss: 2.7042 2022/06/26 04:25:39 - mmengine - INFO - Epoch(train) [60][2200/3757] lr: 7.575e-03 eta: 1 day, 9:02:52 time: 0.273 data_time: 0.002 memory: 5036 grad_norm: 5.7075 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.5311 loss: 2.5311 2022/06/26 04:25:44 - mmengine - INFO - Epoch(train) [60][2220/3757] lr: 7.575e-03 eta: 1 day, 9:02:47 time: 0.251 data_time: 0.011 memory: 5036 grad_norm: 5.5228 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0140 loss: 3.0140 2022/06/26 04:25:49 - mmengine - INFO - Epoch(train) [60][2240/3757] lr: 7.575e-03 eta: 1 day, 9:02:41 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 6.7698 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6746 loss: 2.6746 2022/06/26 04:25:54 - mmengine - INFO - Epoch(train) [60][2260/3757] lr: 7.575e-03 eta: 1 day, 9:02:36 time: 0.274 data_time: 0.016 memory: 5036 grad_norm: 5.6821 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.7511 loss: 2.7511 2022/06/26 04:26:00 - mmengine - INFO - Epoch(train) [60][2280/3757] lr: 7.575e-03 eta: 1 day, 9:02:31 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 6.0717 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7015 loss: 2.7015 2022/06/26 04:26:05 - mmengine - INFO - Epoch(train) [60][2300/3757] lr: 7.575e-03 eta: 1 day, 9:02:26 time: 0.250 data_time: 0.011 memory: 5036 grad_norm: 6.6964 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.8486 loss: 2.8486 2022/06/26 04:26:10 - mmengine - INFO - Epoch(train) [60][2320/3757] lr: 7.575e-03 eta: 1 day, 9:02:20 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 6.9396 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7638 loss: 2.7638 2022/06/26 04:26:15 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 04:26:15 - mmengine - INFO - Epoch(train) [60][2340/3757] lr: 7.575e-03 eta: 1 day, 9:02:15 time: 0.255 data_time: 0.016 memory: 5036 grad_norm: 5.7621 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.4489 loss: 2.4489 2022/06/26 04:26:21 - mmengine - INFO - Epoch(train) [60][2360/3757] lr: 7.575e-03 eta: 1 day, 9:02:10 time: 0.282 data_time: 0.011 memory: 5036 grad_norm: 6.0604 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0440 loss: 3.0440 2022/06/26 04:26:26 - mmengine - INFO - Epoch(train) [60][2380/3757] lr: 7.575e-03 eta: 1 day, 9:02:04 time: 0.248 data_time: 0.009 memory: 5036 grad_norm: 5.3733 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4220 loss: 2.4220 2022/06/26 04:26:31 - mmengine - INFO - Epoch(train) [60][2400/3757] lr: 7.575e-03 eta: 1 day, 9:01:59 time: 0.263 data_time: 0.002 memory: 5036 grad_norm: 6.3392 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6733 loss: 2.6733 2022/06/26 04:26:36 - mmengine - INFO - Epoch(train) [60][2420/3757] lr: 7.575e-03 eta: 1 day, 9:01:54 time: 0.260 data_time: 0.015 memory: 5036 grad_norm: 5.3766 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.3095 loss: 3.3095 2022/06/26 04:26:42 - mmengine - INFO - Epoch(train) [60][2440/3757] lr: 7.575e-03 eta: 1 day, 9:01:49 time: 0.273 data_time: 0.003 memory: 5036 grad_norm: 7.1361 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4161 loss: 2.4161 2022/06/26 04:26:47 - mmengine - INFO - Epoch(train) [60][2460/3757] lr: 7.575e-03 eta: 1 day, 9:01:43 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 6.1093 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.6292 loss: 2.6292 2022/06/26 04:26:52 - mmengine - INFO - Epoch(train) [60][2480/3757] lr: 7.575e-03 eta: 1 day, 9:01:38 time: 0.261 data_time: 0.011 memory: 5036 grad_norm: 5.7938 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.1463 loss: 3.1463 2022/06/26 04:26:57 - mmengine - INFO - Epoch(train) [60][2500/3757] lr: 7.575e-03 eta: 1 day, 9:01:33 time: 0.263 data_time: 0.017 memory: 5036 grad_norm: 5.3327 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2955 loss: 2.2955 2022/06/26 04:27:03 - mmengine - INFO - Epoch(train) [60][2520/3757] lr: 7.575e-03 eta: 1 day, 9:01:28 time: 0.273 data_time: 0.003 memory: 5036 grad_norm: 6.3320 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6087 loss: 2.6087 2022/06/26 04:27:08 - mmengine - INFO - Epoch(train) [60][2540/3757] lr: 7.575e-03 eta: 1 day, 9:01:22 time: 0.246 data_time: 0.004 memory: 5036 grad_norm: 6.3824 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.9480 loss: 2.9480 2022/06/26 04:27:13 - mmengine - INFO - Epoch(train) [60][2560/3757] lr: 7.575e-03 eta: 1 day, 9:01:17 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 6.2700 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0155 loss: 3.0155 2022/06/26 04:27:19 - mmengine - INFO - Epoch(train) [60][2580/3757] lr: 7.575e-03 eta: 1 day, 9:01:12 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 5.8869 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 2.7751 loss: 2.7751 2022/06/26 04:27:24 - mmengine - INFO - Epoch(train) [60][2600/3757] lr: 7.575e-03 eta: 1 day, 9:01:07 time: 0.282 data_time: 0.005 memory: 5036 grad_norm: 6.7323 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.6657 loss: 2.6657 2022/06/26 04:27:29 - mmengine - INFO - Epoch(train) [60][2620/3757] lr: 7.575e-03 eta: 1 day, 9:01:01 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 6.4637 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9714 loss: 2.9714 2022/06/26 04:27:34 - mmengine - INFO - Epoch(train) [60][2640/3757] lr: 7.575e-03 eta: 1 day, 9:00:56 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 6.4793 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8610 loss: 2.8610 2022/06/26 04:27:40 - mmengine - INFO - Epoch(train) [60][2660/3757] lr: 7.575e-03 eta: 1 day, 9:00:51 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 6.3721 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0093 loss: 3.0093 2022/06/26 04:27:45 - mmengine - INFO - Epoch(train) [60][2680/3757] lr: 7.575e-03 eta: 1 day, 9:00:45 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 6.8231 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8096 loss: 2.8096 2022/06/26 04:27:50 - mmengine - INFO - Epoch(train) [60][2700/3757] lr: 7.575e-03 eta: 1 day, 9:00:40 time: 0.254 data_time: 0.012 memory: 5036 grad_norm: 7.2697 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2267 loss: 2.2267 2022/06/26 04:27:55 - mmengine - INFO - Epoch(train) [60][2720/3757] lr: 7.575e-03 eta: 1 day, 9:00:34 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 6.4469 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5404 loss: 2.5404 2022/06/26 04:28:01 - mmengine - INFO - Epoch(train) [60][2740/3757] lr: 7.575e-03 eta: 1 day, 9:00:29 time: 0.251 data_time: 0.012 memory: 5036 grad_norm: 5.3371 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9856 loss: 2.9856 2022/06/26 04:28:06 - mmengine - INFO - Epoch(train) [60][2760/3757] lr: 7.575e-03 eta: 1 day, 9:00:24 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 6.4174 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9605 loss: 2.9605 2022/06/26 04:28:11 - mmengine - INFO - Epoch(train) [60][2780/3757] lr: 7.575e-03 eta: 1 day, 9:00:18 time: 0.253 data_time: 0.010 memory: 5036 grad_norm: 6.5277 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.7069 loss: 2.7069 2022/06/26 04:28:16 - mmengine - INFO - Epoch(train) [60][2800/3757] lr: 7.575e-03 eta: 1 day, 9:00:13 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 5.9173 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6509 loss: 2.6509 2022/06/26 04:28:21 - mmengine - INFO - Epoch(train) [60][2820/3757] lr: 7.575e-03 eta: 1 day, 9:00:08 time: 0.248 data_time: 0.007 memory: 5036 grad_norm: 5.7540 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9982 loss: 2.9982 2022/06/26 04:28:26 - mmengine - INFO - Epoch(train) [60][2840/3757] lr: 7.575e-03 eta: 1 day, 9:00:02 time: 0.265 data_time: 0.006 memory: 5036 grad_norm: 6.3409 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.9263 loss: 2.9263 2022/06/26 04:28:32 - mmengine - INFO - Epoch(train) [60][2860/3757] lr: 7.575e-03 eta: 1 day, 8:59:57 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 5.8719 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8563 loss: 2.8563 2022/06/26 04:28:37 - mmengine - INFO - Epoch(train) [60][2880/3757] lr: 7.575e-03 eta: 1 day, 8:59:51 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 5.6928 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.6431 loss: 2.6431 2022/06/26 04:28:42 - mmengine - INFO - Epoch(train) [60][2900/3757] lr: 7.575e-03 eta: 1 day, 8:59:46 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 5.6415 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0386 loss: 3.0386 2022/06/26 04:28:47 - mmengine - INFO - Epoch(train) [60][2920/3757] lr: 7.575e-03 eta: 1 day, 8:59:40 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 5.5889 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.5470 loss: 2.5470 2022/06/26 04:28:52 - mmengine - INFO - Epoch(train) [60][2940/3757] lr: 7.575e-03 eta: 1 day, 8:59:35 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 5.4398 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.3380 loss: 2.3380 2022/06/26 04:28:58 - mmengine - INFO - Epoch(train) [60][2960/3757] lr: 7.575e-03 eta: 1 day, 8:59:30 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 5.8932 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.7827 loss: 2.7827 2022/06/26 04:29:03 - mmengine - INFO - Epoch(train) [60][2980/3757] lr: 7.575e-03 eta: 1 day, 8:59:25 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 5.7204 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9741 loss: 2.9741 2022/06/26 04:29:08 - mmengine - INFO - Epoch(train) [60][3000/3757] lr: 7.575e-03 eta: 1 day, 8:59:19 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 5.1522 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8781 loss: 2.8781 2022/06/26 04:29:13 - mmengine - INFO - Epoch(train) [60][3020/3757] lr: 7.575e-03 eta: 1 day, 8:59:14 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 7.0767 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.4436 loss: 2.4436 2022/06/26 04:29:19 - mmengine - INFO - Epoch(train) [60][3040/3757] lr: 7.575e-03 eta: 1 day, 8:59:09 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 5.9797 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.4083 loss: 2.4083 2022/06/26 04:29:24 - mmengine - INFO - Epoch(train) [60][3060/3757] lr: 7.575e-03 eta: 1 day, 8:59:03 time: 0.242 data_time: 0.004 memory: 5036 grad_norm: 5.9176 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5507 loss: 2.5507 2022/06/26 04:29:29 - mmengine - INFO - Epoch(train) [60][3080/3757] lr: 7.575e-03 eta: 1 day, 8:58:58 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 6.3252 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.0256 loss: 3.0256 2022/06/26 04:29:34 - mmengine - INFO - Epoch(train) [60][3100/3757] lr: 7.575e-03 eta: 1 day, 8:58:52 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 5.7761 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.5196 loss: 2.5196 2022/06/26 04:29:40 - mmengine - INFO - Epoch(train) [60][3120/3757] lr: 7.575e-03 eta: 1 day, 8:58:47 time: 0.268 data_time: 0.006 memory: 5036 grad_norm: 5.7385 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.6319 loss: 2.6319 2022/06/26 04:29:45 - mmengine - INFO - Epoch(train) [60][3140/3757] lr: 7.575e-03 eta: 1 day, 8:58:42 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 6.2957 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.4929 loss: 2.4929 2022/06/26 04:29:50 - mmengine - INFO - Epoch(train) [60][3160/3757] lr: 7.575e-03 eta: 1 day, 8:58:36 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 6.0608 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.7431 loss: 2.7431 2022/06/26 04:29:55 - mmengine - INFO - Epoch(train) [60][3180/3757] lr: 7.575e-03 eta: 1 day, 8:58:31 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 5.8224 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4413 loss: 2.4413 2022/06/26 04:30:01 - mmengine - INFO - Epoch(train) [60][3200/3757] lr: 7.575e-03 eta: 1 day, 8:58:26 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 5.6518 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2459 loss: 2.2459 2022/06/26 04:30:06 - mmengine - INFO - Epoch(train) [60][3220/3757] lr: 7.575e-03 eta: 1 day, 8:58:21 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 5.7143 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8400 loss: 2.8400 2022/06/26 04:30:11 - mmengine - INFO - Epoch(train) [60][3240/3757] lr: 7.575e-03 eta: 1 day, 8:58:15 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 5.5651 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7513 loss: 2.7513 2022/06/26 04:30:16 - mmengine - INFO - Epoch(train) [60][3260/3757] lr: 7.575e-03 eta: 1 day, 8:58:10 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 5.9210 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.6049 loss: 2.6049 2022/06/26 04:30:22 - mmengine - INFO - Epoch(train) [60][3280/3757] lr: 7.575e-03 eta: 1 day, 8:58:05 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 6.1813 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7599 loss: 2.7599 2022/06/26 04:30:27 - mmengine - INFO - Epoch(train) [60][3300/3757] lr: 7.575e-03 eta: 1 day, 8:58:00 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 5.3455 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9081 loss: 2.9081 2022/06/26 04:30:32 - mmengine - INFO - Epoch(train) [60][3320/3757] lr: 7.575e-03 eta: 1 day, 8:57:55 time: 0.286 data_time: 0.003 memory: 5036 grad_norm: 5.9127 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7961 loss: 2.7961 2022/06/26 04:30:37 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 04:30:38 - mmengine - INFO - Epoch(train) [60][3340/3757] lr: 7.575e-03 eta: 1 day, 8:57:49 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 6.4459 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.9598 loss: 2.9598 2022/06/26 04:30:43 - mmengine - INFO - Epoch(train) [60][3360/3757] lr: 7.575e-03 eta: 1 day, 8:57:44 time: 0.271 data_time: 0.006 memory: 5036 grad_norm: 6.6370 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3998 loss: 2.3998 2022/06/26 04:30:48 - mmengine - INFO - Epoch(train) [60][3380/3757] lr: 7.575e-03 eta: 1 day, 8:57:39 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 5.7427 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8394 loss: 2.8394 2022/06/26 04:30:53 - mmengine - INFO - Epoch(train) [60][3400/3757] lr: 7.575e-03 eta: 1 day, 8:57:34 time: 0.282 data_time: 0.003 memory: 5036 grad_norm: 6.6443 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3864 loss: 2.3864 2022/06/26 04:30:59 - mmengine - INFO - Epoch(train) [60][3420/3757] lr: 7.575e-03 eta: 1 day, 8:57:29 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 6.5012 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5617 loss: 2.5617 2022/06/26 04:31:04 - mmengine - INFO - Epoch(train) [60][3440/3757] lr: 7.575e-03 eta: 1 day, 8:57:23 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 6.4170 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.6822 loss: 2.6822 2022/06/26 04:31:09 - mmengine - INFO - Epoch(train) [60][3460/3757] lr: 7.575e-03 eta: 1 day, 8:57:18 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 6.3924 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6664 loss: 2.6664 2022/06/26 04:31:15 - mmengine - INFO - Epoch(train) [60][3480/3757] lr: 7.575e-03 eta: 1 day, 8:57:13 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 6.2048 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.5131 loss: 2.5131 2022/06/26 04:31:20 - mmengine - INFO - Epoch(train) [60][3500/3757] lr: 7.575e-03 eta: 1 day, 8:57:07 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 6.2087 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4904 loss: 2.4904 2022/06/26 04:31:25 - mmengine - INFO - Epoch(train) [60][3520/3757] lr: 7.575e-03 eta: 1 day, 8:57:02 time: 0.266 data_time: 0.003 memory: 5036 grad_norm: 6.3766 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4485 loss: 2.4485 2022/06/26 04:31:30 - mmengine - INFO - Epoch(train) [60][3540/3757] lr: 7.575e-03 eta: 1 day, 8:56:57 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 6.1133 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8192 loss: 2.8192 2022/06/26 04:31:36 - mmengine - INFO - Epoch(train) [60][3560/3757] lr: 7.575e-03 eta: 1 day, 8:56:51 time: 0.266 data_time: 0.003 memory: 5036 grad_norm: 6.0435 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 2.8192 loss: 2.8192 2022/06/26 04:31:41 - mmengine - INFO - Epoch(train) [60][3580/3757] lr: 7.575e-03 eta: 1 day, 8:56:47 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 5.6108 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5494 loss: 2.5494 2022/06/26 04:31:46 - mmengine - INFO - Epoch(train) [60][3600/3757] lr: 7.575e-03 eta: 1 day, 8:56:41 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 5.9303 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7478 loss: 2.7478 2022/06/26 04:31:52 - mmengine - INFO - Epoch(train) [60][3620/3757] lr: 7.575e-03 eta: 1 day, 8:56:36 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 6.6421 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.8242 loss: 2.8242 2022/06/26 04:31:57 - mmengine - INFO - Epoch(train) [60][3640/3757] lr: 7.575e-03 eta: 1 day, 8:56:31 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 5.8583 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.4617 loss: 2.4617 2022/06/26 04:32:03 - mmengine - INFO - Epoch(train) [60][3660/3757] lr: 7.575e-03 eta: 1 day, 8:56:26 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 5.3418 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.5441 loss: 2.5441 2022/06/26 04:32:08 - mmengine - INFO - Epoch(train) [60][3680/3757] lr: 7.575e-03 eta: 1 day, 8:56:21 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 6.4660 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.8682 loss: 2.8682 2022/06/26 04:32:13 - mmengine - INFO - Epoch(train) [60][3700/3757] lr: 7.575e-03 eta: 1 day, 8:56:16 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 6.3847 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.7130 loss: 2.7130 2022/06/26 04:32:19 - mmengine - INFO - Epoch(train) [60][3720/3757] lr: 7.575e-03 eta: 1 day, 8:56:11 time: 0.296 data_time: 0.023 memory: 5036 grad_norm: 6.5850 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.5586 loss: 2.5586 2022/06/26 04:32:24 - mmengine - INFO - Epoch(train) [60][3740/3757] lr: 7.575e-03 eta: 1 day, 8:56:06 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 5.3927 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5587 loss: 2.5587 2022/06/26 04:32:28 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 04:32:28 - mmengine - INFO - Saving checkpoint at 60 epochs 2022/06/26 04:32:41 - mmengine - INFO - Epoch(val) [60][20/310] eta: 0:01:47 time: 0.109 data_time: 0.001 memory: 5036 2022/06/26 04:32:46 - mmengine - INFO - Epoch(val) [60][40/310] eta: 0:01:37 time: 0.106 data_time: 0.004 memory: 1723 2022/06/26 04:32:51 - mmengine - INFO - Epoch(val) [60][60/310] eta: 0:00:26 time: 0.109 data_time: 0.001 memory: 1723 2022/06/26 04:32:55 - mmengine - INFO - Epoch(val) [60][80/310] eta: 0:00:23 time: 0.103 data_time: 0.002 memory: 1723 2022/06/26 04:33:02 - mmengine - INFO - Epoch(val) [60][100/310] eta: 0:01:11 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 04:33:07 - mmengine - INFO - Epoch(val) [60][120/310] eta: 0:01:09 time: 0.109 data_time: 0.012 memory: 1723 2022/06/26 04:33:11 - mmengine - INFO - Epoch(val) [60][140/310] eta: 0:00:19 time: 0.104 data_time: 0.001 memory: 1723 2022/06/26 04:33:16 - mmengine - INFO - Epoch(val) [60][160/310] eta: 0:00:20 time: 0.108 data_time: 0.001 memory: 1723 2022/06/26 04:33:23 - mmengine - INFO - Epoch(val) [60][180/310] eta: 0:00:48 time: 0.114 data_time: 0.006 memory: 1723 2022/06/26 04:33:28 - mmengine - INFO - Epoch(val) [60][200/310] eta: 0:00:40 time: 0.111 data_time: 0.005 memory: 1723 2022/06/26 04:33:32 - mmengine - INFO - Epoch(val) [60][220/310] eta: 0:00:09 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 04:33:37 - mmengine - INFO - Epoch(val) [60][240/310] eta: 0:00:07 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 04:33:44 - mmengine - INFO - Epoch(val) [60][260/310] eta: 0:00:17 time: 0.122 data_time: 0.020 memory: 1723 2022/06/26 04:33:48 - mmengine - INFO - Epoch(val) [60][280/310] eta: 0:00:08 time: 0.108 data_time: 0.001 memory: 1723 2022/06/26 04:33:50 - mmengine - INFO - Epoch(val) [60][300/310] eta: 0:00:01 time: 0.102 data_time: 0.001 memory: 1723 2022/06/26 04:33:53 - mmengine - INFO - Epoch(val) [60][310/310] acc/top1: 0.4774 acc/top5: 0.7312 acc/mean1: 0.4773 2022/06/26 04:34:02 - mmengine - INFO - Epoch(train) [61][20/3757] lr: 7.500e-03 eta: 1 day, 8:56:01 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 6.2403 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5382 loss: 2.5382 2022/06/26 04:34:08 - mmengine - INFO - Epoch(train) [61][40/3757] lr: 7.500e-03 eta: 1 day, 8:55:55 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 6.4669 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.5851 loss: 2.5851 2022/06/26 04:34:13 - mmengine - INFO - Epoch(train) [61][60/3757] lr: 7.500e-03 eta: 1 day, 8:55:50 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 6.3409 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3521 loss: 2.3521 2022/06/26 04:34:18 - mmengine - INFO - Epoch(train) [61][80/3757] lr: 7.500e-03 eta: 1 day, 8:55:45 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 5.5450 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3560 loss: 2.3560 2022/06/26 04:34:24 - mmengine - INFO - Epoch(train) [61][100/3757] lr: 7.500e-03 eta: 1 day, 8:55:40 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 6.3377 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.6173 loss: 2.6173 2022/06/26 04:34:29 - mmengine - INFO - Epoch(train) [61][120/3757] lr: 7.500e-03 eta: 1 day, 8:55:35 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 5.3441 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5909 loss: 2.5909 2022/06/26 04:34:34 - mmengine - INFO - Epoch(train) [61][140/3757] lr: 7.500e-03 eta: 1 day, 8:55:29 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 6.3259 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6089 loss: 2.6089 2022/06/26 04:34:39 - mmengine - INFO - Epoch(train) [61][160/3757] lr: 7.500e-03 eta: 1 day, 8:55:24 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 6.0089 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.6970 loss: 2.6970 2022/06/26 04:34:45 - mmengine - INFO - Epoch(train) [61][180/3757] lr: 7.500e-03 eta: 1 day, 8:55:19 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 6.2548 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.7783 loss: 2.7783 2022/06/26 04:34:50 - mmengine - INFO - Epoch(train) [61][200/3757] lr: 7.500e-03 eta: 1 day, 8:55:14 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 6.6267 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.5490 loss: 2.5490 2022/06/26 04:34:55 - mmengine - INFO - Epoch(train) [61][220/3757] lr: 7.500e-03 eta: 1 day, 8:55:09 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 5.8248 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.9967 loss: 2.9967 2022/06/26 04:35:01 - mmengine - INFO - Epoch(train) [61][240/3757] lr: 7.500e-03 eta: 1 day, 8:55:04 time: 0.247 data_time: 0.006 memory: 5036 grad_norm: 6.3989 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8648 loss: 2.8648 2022/06/26 04:35:06 - mmengine - INFO - Epoch(train) [61][260/3757] lr: 7.500e-03 eta: 1 day, 8:54:59 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 5.7874 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8813 loss: 2.8813 2022/06/26 04:35:12 - mmengine - INFO - Epoch(train) [61][280/3757] lr: 7.500e-03 eta: 1 day, 8:54:54 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 4.3968 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7296 loss: 2.7296 2022/06/26 04:35:17 - mmengine - INFO - Epoch(train) [61][300/3757] lr: 7.500e-03 eta: 1 day, 8:54:48 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 6.5456 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3336 loss: 2.3336 2022/06/26 04:35:22 - mmengine - INFO - Epoch(train) [61][320/3757] lr: 7.500e-03 eta: 1 day, 8:54:43 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 6.3660 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.6803 loss: 2.6803 2022/06/26 04:35:27 - mmengine - INFO - Epoch(train) [61][340/3757] lr: 7.500e-03 eta: 1 day, 8:54:38 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 5.8253 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7345 loss: 2.7345 2022/06/26 04:35:33 - mmengine - INFO - Epoch(train) [61][360/3757] lr: 7.500e-03 eta: 1 day, 8:54:34 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 5.6033 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9270 loss: 2.9270 2022/06/26 04:35:38 - mmengine - INFO - Epoch(train) [61][380/3757] lr: 7.500e-03 eta: 1 day, 8:54:28 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 6.5513 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.5575 loss: 2.5575 2022/06/26 04:35:44 - mmengine - INFO - Epoch(train) [61][400/3757] lr: 7.500e-03 eta: 1 day, 8:54:23 time: 0.251 data_time: 0.008 memory: 5036 grad_norm: 6.2369 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.9421 loss: 2.9421 2022/06/26 04:35:49 - mmengine - INFO - Epoch(train) [61][420/3757] lr: 7.500e-03 eta: 1 day, 8:54:18 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 6.2427 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4689 loss: 2.4689 2022/06/26 04:35:54 - mmengine - INFO - Epoch(train) [61][440/3757] lr: 7.500e-03 eta: 1 day, 8:54:12 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 6.5017 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6286 loss: 2.6286 2022/06/26 04:35:59 - mmengine - INFO - Epoch(train) [61][460/3757] lr: 7.500e-03 eta: 1 day, 8:54:07 time: 0.248 data_time: 0.008 memory: 5036 grad_norm: 5.8182 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5391 loss: 2.5391 2022/06/26 04:36:04 - mmengine - INFO - Epoch(train) [61][480/3757] lr: 7.500e-03 eta: 1 day, 8:54:01 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 5.6881 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5801 loss: 2.5801 2022/06/26 04:36:10 - mmengine - INFO - Epoch(train) [61][500/3757] lr: 7.500e-03 eta: 1 day, 8:53:56 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 6.4609 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7513 loss: 2.7513 2022/06/26 04:36:15 - mmengine - INFO - Epoch(train) [61][520/3757] lr: 7.500e-03 eta: 1 day, 8:53:50 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 5.9055 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6577 loss: 2.6577 2022/06/26 04:36:20 - mmengine - INFO - Epoch(train) [61][540/3757] lr: 7.500e-03 eta: 1 day, 8:53:45 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 6.8186 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.5211 loss: 2.5211 2022/06/26 04:36:25 - mmengine - INFO - Epoch(train) [61][560/3757] lr: 7.500e-03 eta: 1 day, 8:53:39 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 5.5828 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.4838 loss: 2.4838 2022/06/26 04:36:30 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 04:36:30 - mmengine - INFO - Epoch(train) [61][580/3757] lr: 7.500e-03 eta: 1 day, 8:53:34 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 6.0415 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.4978 loss: 2.4978 2022/06/26 04:36:36 - mmengine - INFO - Epoch(train) [61][600/3757] lr: 7.500e-03 eta: 1 day, 8:53:29 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 6.7961 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.9238 loss: 2.9238 2022/06/26 04:36:41 - mmengine - INFO - Epoch(train) [61][620/3757] lr: 7.500e-03 eta: 1 day, 8:53:23 time: 0.256 data_time: 0.005 memory: 5036 grad_norm: 6.1428 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6452 loss: 2.6452 2022/06/26 04:36:46 - mmengine - INFO - Epoch(train) [61][640/3757] lr: 7.500e-03 eta: 1 day, 8:53:18 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 6.8273 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3860 loss: 2.3860 2022/06/26 04:36:51 - mmengine - INFO - Epoch(train) [61][660/3757] lr: 7.500e-03 eta: 1 day, 8:53:13 time: 0.267 data_time: 0.003 memory: 5036 grad_norm: 6.7725 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0624 loss: 3.0624 2022/06/26 04:36:56 - mmengine - INFO - Epoch(train) [61][680/3757] lr: 7.500e-03 eta: 1 day, 8:53:07 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.5195 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.4456 loss: 2.4456 2022/06/26 04:37:02 - mmengine - INFO - Epoch(train) [61][700/3757] lr: 7.500e-03 eta: 1 day, 8:53:02 time: 0.264 data_time: 0.006 memory: 5036 grad_norm: 6.3496 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6986 loss: 2.6986 2022/06/26 04:37:07 - mmengine - INFO - Epoch(train) [61][720/3757] lr: 7.500e-03 eta: 1 day, 8:52:56 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 5.3879 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.8807 loss: 2.8807 2022/06/26 04:37:12 - mmengine - INFO - Epoch(train) [61][740/3757] lr: 7.500e-03 eta: 1 day, 8:52:51 time: 0.267 data_time: 0.002 memory: 5036 grad_norm: 6.2102 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1762 loss: 3.1762 2022/06/26 04:37:17 - mmengine - INFO - Epoch(train) [61][760/3757] lr: 7.500e-03 eta: 1 day, 8:52:46 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 5.9045 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.5238 loss: 2.5238 2022/06/26 04:37:23 - mmengine - INFO - Epoch(train) [61][780/3757] lr: 7.500e-03 eta: 1 day, 8:52:41 time: 0.279 data_time: 0.003 memory: 5036 grad_norm: 6.7183 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.8551 loss: 2.8551 2022/06/26 04:37:28 - mmengine - INFO - Epoch(train) [61][800/3757] lr: 7.500e-03 eta: 1 day, 8:52:36 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 5.8062 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.3646 loss: 2.3646 2022/06/26 04:37:33 - mmengine - INFO - Epoch(train) [61][820/3757] lr: 7.500e-03 eta: 1 day, 8:52:31 time: 0.257 data_time: 0.005 memory: 5036 grad_norm: 6.9479 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8298 loss: 2.8298 2022/06/26 04:37:39 - mmengine - INFO - Epoch(train) [61][840/3757] lr: 7.500e-03 eta: 1 day, 8:52:25 time: 0.247 data_time: 0.008 memory: 5036 grad_norm: 6.7601 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6445 loss: 2.6445 2022/06/26 04:37:44 - mmengine - INFO - Epoch(train) [61][860/3757] lr: 7.500e-03 eta: 1 day, 8:52:20 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 6.9295 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8254 loss: 2.8254 2022/06/26 04:37:49 - mmengine - INFO - Epoch(train) [61][880/3757] lr: 7.500e-03 eta: 1 day, 8:52:15 time: 0.271 data_time: 0.023 memory: 5036 grad_norm: 5.9047 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.8285 loss: 2.8285 2022/06/26 04:37:54 - mmengine - INFO - Epoch(train) [61][900/3757] lr: 7.500e-03 eta: 1 day, 8:52:09 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 6.5852 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4497 loss: 2.4497 2022/06/26 04:38:00 - mmengine - INFO - Epoch(train) [61][920/3757] lr: 7.500e-03 eta: 1 day, 8:52:04 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.0994 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7713 loss: 2.7713 2022/06/26 04:38:05 - mmengine - INFO - Epoch(train) [61][940/3757] lr: 7.500e-03 eta: 1 day, 8:51:59 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 6.0871 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5523 loss: 2.5523 2022/06/26 04:38:10 - mmengine - INFO - Epoch(train) [61][960/3757] lr: 7.500e-03 eta: 1 day, 8:51:54 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 6.6507 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6248 loss: 2.6248 2022/06/26 04:38:15 - mmengine - INFO - Epoch(train) [61][980/3757] lr: 7.500e-03 eta: 1 day, 8:51:48 time: 0.251 data_time: 0.005 memory: 5036 grad_norm: 5.8970 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3080 loss: 2.3080 2022/06/26 04:38:21 - mmengine - INFO - Epoch(train) [61][1000/3757] lr: 7.500e-03 eta: 1 day, 8:51:43 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 5.7364 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6117 loss: 2.6117 2022/06/26 04:38:26 - mmengine - INFO - Epoch(train) [61][1020/3757] lr: 7.500e-03 eta: 1 day, 8:51:37 time: 0.260 data_time: 0.009 memory: 5036 grad_norm: 5.6850 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.6338 loss: 2.6338 2022/06/26 04:38:31 - mmengine - INFO - Epoch(train) [61][1040/3757] lr: 7.500e-03 eta: 1 day, 8:51:32 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 6.2456 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7109 loss: 2.7109 2022/06/26 04:38:36 - mmengine - INFO - Epoch(train) [61][1060/3757] lr: 7.500e-03 eta: 1 day, 8:51:26 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 6.6766 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6969 loss: 2.6969 2022/06/26 04:38:41 - mmengine - INFO - Epoch(train) [61][1080/3757] lr: 7.500e-03 eta: 1 day, 8:51:21 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 7.8368 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.9360 loss: 2.9360 2022/06/26 04:38:46 - mmengine - INFO - Epoch(train) [61][1100/3757] lr: 7.500e-03 eta: 1 day, 8:51:16 time: 0.274 data_time: 0.011 memory: 5036 grad_norm: 6.0598 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5650 loss: 2.5650 2022/06/26 04:38:52 - mmengine - INFO - Epoch(train) [61][1120/3757] lr: 7.500e-03 eta: 1 day, 8:51:10 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 6.2146 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8097 loss: 2.8097 2022/06/26 04:38:57 - mmengine - INFO - Epoch(train) [61][1140/3757] lr: 7.500e-03 eta: 1 day, 8:51:05 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 6.2595 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4551 loss: 2.4551 2022/06/26 04:39:02 - mmengine - INFO - Epoch(train) [61][1160/3757] lr: 7.500e-03 eta: 1 day, 8:50:59 time: 0.248 data_time: 0.005 memory: 5036 grad_norm: 5.7558 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4892 loss: 2.4892 2022/06/26 04:39:07 - mmengine - INFO - Epoch(train) [61][1180/3757] lr: 7.500e-03 eta: 1 day, 8:50:54 time: 0.261 data_time: 0.013 memory: 5036 grad_norm: 6.2641 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.4516 loss: 2.4516 2022/06/26 04:39:12 - mmengine - INFO - Epoch(train) [61][1200/3757] lr: 7.500e-03 eta: 1 day, 8:50:48 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 5.7709 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4279 loss: 2.4279 2022/06/26 04:39:18 - mmengine - INFO - Epoch(train) [61][1220/3757] lr: 7.500e-03 eta: 1 day, 8:50:43 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 6.9602 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4097 loss: 2.4097 2022/06/26 04:39:23 - mmengine - INFO - Epoch(train) [61][1240/3757] lr: 7.500e-03 eta: 1 day, 8:50:38 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 6.2715 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.2997 loss: 3.2997 2022/06/26 04:39:28 - mmengine - INFO - Epoch(train) [61][1260/3757] lr: 7.500e-03 eta: 1 day, 8:50:32 time: 0.265 data_time: 0.006 memory: 5036 grad_norm: 6.0999 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.8193 loss: 2.8193 2022/06/26 04:39:33 - mmengine - INFO - Epoch(train) [61][1280/3757] lr: 7.500e-03 eta: 1 day, 8:50:27 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 5.0830 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.5271 loss: 2.5271 2022/06/26 04:39:39 - mmengine - INFO - Epoch(train) [61][1300/3757] lr: 7.500e-03 eta: 1 day, 8:50:22 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 5.6379 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6862 loss: 2.6862 2022/06/26 04:39:44 - mmengine - INFO - Epoch(train) [61][1320/3757] lr: 7.500e-03 eta: 1 day, 8:50:17 time: 0.244 data_time: 0.004 memory: 5036 grad_norm: 6.1116 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5990 loss: 2.5990 2022/06/26 04:39:49 - mmengine - INFO - Epoch(train) [61][1340/3757] lr: 7.500e-03 eta: 1 day, 8:50:12 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 5.1998 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.5976 loss: 2.5976 2022/06/26 04:39:55 - mmengine - INFO - Epoch(train) [61][1360/3757] lr: 7.500e-03 eta: 1 day, 8:50:06 time: 0.269 data_time: 0.003 memory: 5036 grad_norm: 5.4988 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6043 loss: 2.6043 2022/06/26 04:40:00 - mmengine - INFO - Epoch(train) [61][1380/3757] lr: 7.500e-03 eta: 1 day, 8:50:01 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 6.4312 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9560 loss: 2.9560 2022/06/26 04:40:05 - mmengine - INFO - Epoch(train) [61][1400/3757] lr: 7.500e-03 eta: 1 day, 8:49:56 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 4.9187 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3439 loss: 2.3439 2022/06/26 04:40:11 - mmengine - INFO - Epoch(train) [61][1420/3757] lr: 7.500e-03 eta: 1 day, 8:49:51 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 5.7309 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.1819 loss: 3.1819 2022/06/26 04:40:16 - mmengine - INFO - Epoch(train) [61][1440/3757] lr: 7.500e-03 eta: 1 day, 8:49:45 time: 0.259 data_time: 0.005 memory: 5036 grad_norm: 6.5019 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6873 loss: 2.6873 2022/06/26 04:40:21 - mmengine - INFO - Epoch(train) [61][1460/3757] lr: 7.500e-03 eta: 1 day, 8:49:40 time: 0.251 data_time: 0.011 memory: 5036 grad_norm: 6.8696 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7826 loss: 2.7826 2022/06/26 04:40:26 - mmengine - INFO - Epoch(train) [61][1480/3757] lr: 7.500e-03 eta: 1 day, 8:49:34 time: 0.260 data_time: 0.008 memory: 5036 grad_norm: 6.5118 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8766 loss: 2.8766 2022/06/26 04:40:31 - mmengine - INFO - Epoch(train) [61][1500/3757] lr: 7.500e-03 eta: 1 day, 8:49:29 time: 0.247 data_time: 0.011 memory: 5036 grad_norm: 6.5627 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.5520 loss: 2.5520 2022/06/26 04:40:36 - mmengine - INFO - Epoch(train) [61][1520/3757] lr: 7.500e-03 eta: 1 day, 8:49:23 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 6.2280 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7044 loss: 2.7044 2022/06/26 04:40:42 - mmengine - INFO - Epoch(train) [61][1540/3757] lr: 7.500e-03 eta: 1 day, 8:49:19 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 4.9095 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.5522 loss: 2.5522 2022/06/26 04:40:47 - mmengine - INFO - Epoch(train) [61][1560/3757] lr: 7.500e-03 eta: 1 day, 8:49:13 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 6.2451 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1926 loss: 3.1926 2022/06/26 04:40:52 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 04:40:52 - mmengine - INFO - Epoch(train) [61][1580/3757] lr: 7.500e-03 eta: 1 day, 8:49:08 time: 0.261 data_time: 0.015 memory: 5036 grad_norm: 6.2434 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.6016 loss: 2.6016 2022/06/26 04:40:58 - mmengine - INFO - Epoch(train) [61][1600/3757] lr: 7.500e-03 eta: 1 day, 8:49:03 time: 0.285 data_time: 0.003 memory: 5036 grad_norm: 6.5821 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.0861 loss: 3.0861 2022/06/26 04:41:03 - mmengine - INFO - Epoch(train) [61][1620/3757] lr: 7.500e-03 eta: 1 day, 8:48:58 time: 0.249 data_time: 0.009 memory: 5036 grad_norm: 6.1780 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.2842 loss: 2.2842 2022/06/26 04:41:08 - mmengine - INFO - Epoch(train) [61][1640/3757] lr: 7.500e-03 eta: 1 day, 8:48:52 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 6.0565 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8131 loss: 2.8131 2022/06/26 04:41:14 - mmengine - INFO - Epoch(train) [61][1660/3757] lr: 7.500e-03 eta: 1 day, 8:48:47 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 5.5968 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6643 loss: 2.6643 2022/06/26 04:41:19 - mmengine - INFO - Epoch(train) [61][1680/3757] lr: 7.500e-03 eta: 1 day, 8:48:42 time: 0.262 data_time: 0.005 memory: 5036 grad_norm: 6.2362 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4779 loss: 2.4779 2022/06/26 04:41:24 - mmengine - INFO - Epoch(train) [61][1700/3757] lr: 7.500e-03 eta: 1 day, 8:48:37 time: 0.256 data_time: 0.004 memory: 5036 grad_norm: 5.8345 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7666 loss: 2.7666 2022/06/26 04:41:29 - mmengine - INFO - Epoch(train) [61][1720/3757] lr: 7.500e-03 eta: 1 day, 8:48:31 time: 0.380 data_time: 0.136 memory: 5036 grad_norm: 5.6734 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.7400 loss: 2.7400 2022/06/26 04:41:35 - mmengine - INFO - Epoch(train) [61][1740/3757] lr: 7.500e-03 eta: 1 day, 8:48:26 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 6.2102 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5062 loss: 2.5062 2022/06/26 04:41:40 - mmengine - INFO - Epoch(train) [61][1760/3757] lr: 7.500e-03 eta: 1 day, 8:48:21 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 6.4038 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.1023 loss: 3.1023 2022/06/26 04:41:45 - mmengine - INFO - Epoch(train) [61][1780/3757] lr: 7.500e-03 eta: 1 day, 8:48:15 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 6.3131 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.6889 loss: 2.6889 2022/06/26 04:41:50 - mmengine - INFO - Epoch(train) [61][1800/3757] lr: 7.500e-03 eta: 1 day, 8:48:10 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 6.6631 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.9933 loss: 2.9933 2022/06/26 04:41:55 - mmengine - INFO - Epoch(train) [61][1820/3757] lr: 7.500e-03 eta: 1 day, 8:48:04 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 6.2227 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7249 loss: 2.7249 2022/06/26 04:42:00 - mmengine - INFO - Epoch(train) [61][1840/3757] lr: 7.500e-03 eta: 1 day, 8:47:59 time: 0.250 data_time: 0.010 memory: 5036 grad_norm: 6.3177 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6500 loss: 2.6500 2022/06/26 04:42:06 - mmengine - INFO - Epoch(train) [61][1860/3757] lr: 7.500e-03 eta: 1 day, 8:47:53 time: 0.255 data_time: 0.005 memory: 5036 grad_norm: 6.1470 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 2.9617 loss: 2.9617 2022/06/26 04:42:11 - mmengine - INFO - Epoch(train) [61][1880/3757] lr: 7.500e-03 eta: 1 day, 8:47:48 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 5.7331 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9216 loss: 2.9216 2022/06/26 04:42:16 - mmengine - INFO - Epoch(train) [61][1900/3757] lr: 7.500e-03 eta: 1 day, 8:47:42 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 5.8493 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5761 loss: 2.5761 2022/06/26 04:42:21 - mmengine - INFO - Epoch(train) [61][1920/3757] lr: 7.500e-03 eta: 1 day, 8:47:37 time: 0.271 data_time: 0.030 memory: 5036 grad_norm: 6.8930 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5555 loss: 2.5555 2022/06/26 04:42:26 - mmengine - INFO - Epoch(train) [61][1940/3757] lr: 7.500e-03 eta: 1 day, 8:47:31 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 5.6733 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.5972 loss: 2.5972 2022/06/26 04:42:32 - mmengine - INFO - Epoch(train) [61][1960/3757] lr: 7.500e-03 eta: 1 day, 8:47:26 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 5.9105 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.6177 loss: 2.6177 2022/06/26 04:42:37 - mmengine - INFO - Epoch(train) [61][1980/3757] lr: 7.500e-03 eta: 1 day, 8:47:21 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 6.4311 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.5710 loss: 2.5710 2022/06/26 04:42:42 - mmengine - INFO - Epoch(train) [61][2000/3757] lr: 7.500e-03 eta: 1 day, 8:47:16 time: 0.265 data_time: 0.015 memory: 5036 grad_norm: 7.1520 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.8926 loss: 2.8926 2022/06/26 04:42:47 - mmengine - INFO - Epoch(train) [61][2020/3757] lr: 7.500e-03 eta: 1 day, 8:47:10 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 5.9765 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6644 loss: 2.6644 2022/06/26 04:42:52 - mmengine - INFO - Epoch(train) [61][2040/3757] lr: 7.500e-03 eta: 1 day, 8:47:05 time: 0.268 data_time: 0.012 memory: 5036 grad_norm: 6.4799 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.4641 loss: 2.4641 2022/06/26 04:42:58 - mmengine - INFO - Epoch(train) [61][2060/3757] lr: 7.500e-03 eta: 1 day, 8:47:00 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 6.0158 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5379 loss: 2.5379 2022/06/26 04:43:03 - mmengine - INFO - Epoch(train) [61][2080/3757] lr: 7.500e-03 eta: 1 day, 8:46:54 time: 0.258 data_time: 0.018 memory: 5036 grad_norm: 5.6860 top1_acc: 0.0000 top5_acc: 0.7500 loss_cls: 2.9282 loss: 2.9282 2022/06/26 04:43:08 - mmengine - INFO - Epoch(train) [61][2100/3757] lr: 7.500e-03 eta: 1 day, 8:46:49 time: 0.262 data_time: 0.017 memory: 5036 grad_norm: 5.5684 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6591 loss: 2.6591 2022/06/26 04:43:13 - mmengine - INFO - Epoch(train) [61][2120/3757] lr: 7.500e-03 eta: 1 day, 8:46:43 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 5.5280 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.6228 loss: 2.6228 2022/06/26 04:43:19 - mmengine - INFO - Epoch(train) [61][2140/3757] lr: 7.500e-03 eta: 1 day, 8:46:38 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 6.3266 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5294 loss: 2.5294 2022/06/26 04:43:24 - mmengine - INFO - Epoch(train) [61][2160/3757] lr: 7.500e-03 eta: 1 day, 8:46:33 time: 0.265 data_time: 0.022 memory: 5036 grad_norm: 6.1498 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7615 loss: 2.7615 2022/06/26 04:43:29 - mmengine - INFO - Epoch(train) [61][2180/3757] lr: 7.500e-03 eta: 1 day, 8:46:27 time: 0.265 data_time: 0.008 memory: 5036 grad_norm: 7.6553 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.7954 loss: 2.7954 2022/06/26 04:43:34 - mmengine - INFO - Epoch(train) [61][2200/3757] lr: 7.500e-03 eta: 1 day, 8:46:22 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 5.2833 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.7572 loss: 2.7572 2022/06/26 04:43:39 - mmengine - INFO - Epoch(train) [61][2220/3757] lr: 7.500e-03 eta: 1 day, 8:46:16 time: 0.261 data_time: 0.004 memory: 5036 grad_norm: 6.7182 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4892 loss: 2.4892 2022/06/26 04:43:45 - mmengine - INFO - Epoch(train) [61][2240/3757] lr: 7.500e-03 eta: 1 day, 8:46:11 time: 0.258 data_time: 0.010 memory: 5036 grad_norm: 5.9888 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.3136 loss: 3.3136 2022/06/26 04:43:50 - mmengine - INFO - Epoch(train) [61][2260/3757] lr: 7.500e-03 eta: 1 day, 8:46:06 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 6.2286 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.7160 loss: 2.7160 2022/06/26 04:43:55 - mmengine - INFO - Epoch(train) [61][2280/3757] lr: 7.500e-03 eta: 1 day, 8:46:01 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 6.2444 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5689 loss: 2.5689 2022/06/26 04:44:01 - mmengine - INFO - Epoch(train) [61][2300/3757] lr: 7.500e-03 eta: 1 day, 8:45:56 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 6.2179 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5476 loss: 2.5476 2022/06/26 04:44:06 - mmengine - INFO - Epoch(train) [61][2320/3757] lr: 7.500e-03 eta: 1 day, 8:45:50 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 5.8634 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9708 loss: 2.9708 2022/06/26 04:44:11 - mmengine - INFO - Epoch(train) [61][2340/3757] lr: 7.500e-03 eta: 1 day, 8:45:45 time: 0.255 data_time: 0.015 memory: 5036 grad_norm: 6.4778 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4566 loss: 2.4566 2022/06/26 04:44:16 - mmengine - INFO - Epoch(train) [61][2360/3757] lr: 7.500e-03 eta: 1 day, 8:45:40 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 6.2297 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.6924 loss: 2.6924 2022/06/26 04:44:22 - mmengine - INFO - Epoch(train) [61][2380/3757] lr: 7.500e-03 eta: 1 day, 8:45:35 time: 0.269 data_time: 0.003 memory: 5036 grad_norm: 6.8936 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2255 loss: 2.2255 2022/06/26 04:44:27 - mmengine - INFO - Epoch(train) [61][2400/3757] lr: 7.500e-03 eta: 1 day, 8:45:29 time: 0.263 data_time: 0.002 memory: 5036 grad_norm: 6.0241 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.8207 loss: 2.8207 2022/06/26 04:44:32 - mmengine - INFO - Epoch(train) [61][2420/3757] lr: 7.500e-03 eta: 1 day, 8:45:24 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 5.6521 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5680 loss: 2.5680 2022/06/26 04:44:38 - mmengine - INFO - Epoch(train) [61][2440/3757] lr: 7.500e-03 eta: 1 day, 8:45:19 time: 0.251 data_time: 0.012 memory: 5036 grad_norm: 6.4762 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2212 loss: 2.2212 2022/06/26 04:44:43 - mmengine - INFO - Epoch(train) [61][2460/3757] lr: 7.500e-03 eta: 1 day, 8:45:14 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 7.2142 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.6524 loss: 2.6524 2022/06/26 04:44:48 - mmengine - INFO - Epoch(train) [61][2480/3757] lr: 7.500e-03 eta: 1 day, 8:45:08 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 6.5688 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4880 loss: 2.4880 2022/06/26 04:44:53 - mmengine - INFO - Epoch(train) [61][2500/3757] lr: 7.500e-03 eta: 1 day, 8:45:03 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 6.7399 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6313 loss: 2.6313 2022/06/26 04:44:59 - mmengine - INFO - Epoch(train) [61][2520/3757] lr: 7.500e-03 eta: 1 day, 8:44:58 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 6.6293 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6006 loss: 2.6006 2022/06/26 04:45:04 - mmengine - INFO - Epoch(train) [61][2540/3757] lr: 7.500e-03 eta: 1 day, 8:44:52 time: 0.271 data_time: 0.011 memory: 5036 grad_norm: 7.4810 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7003 loss: 2.7003 2022/06/26 04:45:09 - mmengine - INFO - Epoch(train) [61][2560/3757] lr: 7.500e-03 eta: 1 day, 8:44:47 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 6.6711 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7327 loss: 2.7327 2022/06/26 04:45:14 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 04:45:14 - mmengine - INFO - Epoch(train) [61][2580/3757] lr: 7.500e-03 eta: 1 day, 8:44:41 time: 0.253 data_time: 0.005 memory: 5036 grad_norm: 5.1500 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.8835 loss: 2.8835 2022/06/26 04:45:19 - mmengine - INFO - Epoch(train) [61][2600/3757] lr: 7.500e-03 eta: 1 day, 8:44:36 time: 0.253 data_time: 0.005 memory: 5036 grad_norm: 5.8781 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8443 loss: 2.8443 2022/06/26 04:45:24 - mmengine - INFO - Epoch(train) [61][2620/3757] lr: 7.500e-03 eta: 1 day, 8:44:30 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 5.7914 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8303 loss: 2.8303 2022/06/26 04:45:30 - mmengine - INFO - Epoch(train) [61][2640/3757] lr: 7.500e-03 eta: 1 day, 8:44:25 time: 0.277 data_time: 0.023 memory: 5036 grad_norm: 6.0456 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8760 loss: 2.8760 2022/06/26 04:45:35 - mmengine - INFO - Epoch(train) [61][2660/3757] lr: 7.500e-03 eta: 1 day, 8:44:19 time: 0.254 data_time: 0.015 memory: 5036 grad_norm: 6.4889 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.3155 loss: 3.3155 2022/06/26 04:45:40 - mmengine - INFO - Epoch(train) [61][2680/3757] lr: 7.500e-03 eta: 1 day, 8:44:14 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.1587 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.4946 loss: 2.4946 2022/06/26 04:45:45 - mmengine - INFO - Epoch(train) [61][2700/3757] lr: 7.500e-03 eta: 1 day, 8:44:09 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 5.9436 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8066 loss: 2.8066 2022/06/26 04:45:50 - mmengine - INFO - Epoch(train) [61][2720/3757] lr: 7.500e-03 eta: 1 day, 8:44:03 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 6.0821 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.9852 loss: 2.9852 2022/06/26 04:45:55 - mmengine - INFO - Epoch(train) [61][2740/3757] lr: 7.500e-03 eta: 1 day, 8:43:58 time: 0.255 data_time: 0.011 memory: 5036 grad_norm: 6.4016 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0976 loss: 3.0976 2022/06/26 04:46:01 - mmengine - INFO - Epoch(train) [61][2760/3757] lr: 7.500e-03 eta: 1 day, 8:43:52 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 6.3963 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.6304 loss: 2.6304 2022/06/26 04:46:06 - mmengine - INFO - Epoch(train) [61][2780/3757] lr: 7.500e-03 eta: 1 day, 8:43:47 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 6.3789 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.0827 loss: 3.0827 2022/06/26 04:46:11 - mmengine - INFO - Epoch(train) [61][2800/3757] lr: 7.500e-03 eta: 1 day, 8:43:42 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 7.3569 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.8424 loss: 2.8424 2022/06/26 04:46:16 - mmengine - INFO - Epoch(train) [61][2820/3757] lr: 7.500e-03 eta: 1 day, 8:43:36 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 5.8155 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5715 loss: 2.5715 2022/06/26 04:46:22 - mmengine - INFO - Epoch(train) [61][2840/3757] lr: 7.500e-03 eta: 1 day, 8:43:31 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 6.1818 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4386 loss: 2.4386 2022/06/26 04:46:27 - mmengine - INFO - Epoch(train) [61][2860/3757] lr: 7.500e-03 eta: 1 day, 8:43:25 time: 0.271 data_time: 0.002 memory: 5036 grad_norm: 5.4997 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.5591 loss: 2.5591 2022/06/26 04:46:32 - mmengine - INFO - Epoch(train) [61][2880/3757] lr: 7.500e-03 eta: 1 day, 8:43:20 time: 0.267 data_time: 0.003 memory: 5036 grad_norm: 6.4055 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3985 loss: 2.3985 2022/06/26 04:46:37 - mmengine - INFO - Epoch(train) [61][2900/3757] lr: 7.500e-03 eta: 1 day, 8:43:14 time: 0.257 data_time: 0.008 memory: 5036 grad_norm: 5.2617 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7250 loss: 2.7250 2022/06/26 04:46:42 - mmengine - INFO - Epoch(train) [61][2920/3757] lr: 7.500e-03 eta: 1 day, 8:43:09 time: 0.265 data_time: 0.002 memory: 5036 grad_norm: 7.0009 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7621 loss: 2.7621 2022/06/26 04:46:48 - mmengine - INFO - Epoch(train) [61][2940/3757] lr: 7.500e-03 eta: 1 day, 8:43:04 time: 0.254 data_time: 0.004 memory: 5036 grad_norm: 5.4849 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5085 loss: 2.5085 2022/06/26 04:46:53 - mmengine - INFO - Epoch(train) [61][2960/3757] lr: 7.500e-03 eta: 1 day, 8:42:58 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 5.5762 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.9722 loss: 2.9722 2022/06/26 04:46:58 - mmengine - INFO - Epoch(train) [61][2980/3757] lr: 7.500e-03 eta: 1 day, 8:42:53 time: 0.260 data_time: 0.013 memory: 5036 grad_norm: 5.8066 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6919 loss: 2.6919 2022/06/26 04:47:03 - mmengine - INFO - Epoch(train) [61][3000/3757] lr: 7.500e-03 eta: 1 day, 8:42:48 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 5.3593 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4862 loss: 2.4862 2022/06/26 04:47:09 - mmengine - INFO - Epoch(train) [61][3020/3757] lr: 7.500e-03 eta: 1 day, 8:42:43 time: 0.258 data_time: 0.004 memory: 5036 grad_norm: 5.6983 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4608 loss: 2.4608 2022/06/26 04:47:14 - mmengine - INFO - Epoch(train) [61][3040/3757] lr: 7.500e-03 eta: 1 day, 8:42:37 time: 0.274 data_time: 0.003 memory: 5036 grad_norm: 5.6356 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7052 loss: 2.7052 2022/06/26 04:47:19 - mmengine - INFO - Epoch(train) [61][3060/3757] lr: 7.500e-03 eta: 1 day, 8:42:32 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 5.8671 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6460 loss: 2.6460 2022/06/26 04:47:25 - mmengine - INFO - Epoch(train) [61][3080/3757] lr: 7.500e-03 eta: 1 day, 8:42:27 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 5.8752 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6849 loss: 2.6849 2022/06/26 04:47:30 - mmengine - INFO - Epoch(train) [61][3100/3757] lr: 7.500e-03 eta: 1 day, 8:42:22 time: 0.268 data_time: 0.003 memory: 5036 grad_norm: 5.6296 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8642 loss: 2.8642 2022/06/26 04:47:36 - mmengine - INFO - Epoch(train) [61][3120/3757] lr: 7.500e-03 eta: 1 day, 8:42:17 time: 0.266 data_time: 0.003 memory: 5036 grad_norm: 5.7272 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9856 loss: 2.9856 2022/06/26 04:47:41 - mmengine - INFO - Epoch(train) [61][3140/3757] lr: 7.500e-03 eta: 1 day, 8:42:12 time: 0.261 data_time: 0.017 memory: 5036 grad_norm: 6.4137 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.6879 loss: 2.6879 2022/06/26 04:47:46 - mmengine - INFO - Epoch(train) [61][3160/3757] lr: 7.500e-03 eta: 1 day, 8:42:07 time: 0.258 data_time: 0.002 memory: 5036 grad_norm: 5.2315 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1655 loss: 2.1655 2022/06/26 04:47:51 - mmengine - INFO - Epoch(train) [61][3180/3757] lr: 7.500e-03 eta: 1 day, 8:42:02 time: 0.290 data_time: 0.003 memory: 5036 grad_norm: 6.6038 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.5283 loss: 2.5283 2022/06/26 04:47:57 - mmengine - INFO - Epoch(train) [61][3200/3757] lr: 7.500e-03 eta: 1 day, 8:41:56 time: 0.262 data_time: 0.004 memory: 5036 grad_norm: 5.9042 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1176 loss: 3.1176 2022/06/26 04:48:02 - mmengine - INFO - Epoch(train) [61][3220/3757] lr: 7.500e-03 eta: 1 day, 8:41:51 time: 0.259 data_time: 0.014 memory: 5036 grad_norm: 5.9690 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5820 loss: 2.5820 2022/06/26 04:48:07 - mmengine - INFO - Epoch(train) [61][3240/3757] lr: 7.500e-03 eta: 1 day, 8:41:46 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 6.0764 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6227 loss: 2.6227 2022/06/26 04:48:13 - mmengine - INFO - Epoch(train) [61][3260/3757] lr: 7.500e-03 eta: 1 day, 8:41:41 time: 0.287 data_time: 0.003 memory: 5036 grad_norm: 5.0241 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.8127 loss: 2.8127 2022/06/26 04:48:18 - mmengine - INFO - Epoch(train) [61][3280/3757] lr: 7.500e-03 eta: 1 day, 8:41:36 time: 0.271 data_time: 0.003 memory: 5036 grad_norm: 5.8867 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7472 loss: 2.7472 2022/06/26 04:48:23 - mmengine - INFO - Epoch(train) [61][3300/3757] lr: 7.500e-03 eta: 1 day, 8:41:31 time: 0.260 data_time: 0.014 memory: 5036 grad_norm: 5.2701 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.6626 loss: 2.6626 2022/06/26 04:48:28 - mmengine - INFO - Epoch(train) [61][3320/3757] lr: 7.500e-03 eta: 1 day, 8:41:25 time: 0.260 data_time: 0.005 memory: 5036 grad_norm: 5.6932 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.8229 loss: 2.8229 2022/06/26 04:48:34 - mmengine - INFO - Epoch(train) [61][3340/3757] lr: 7.500e-03 eta: 1 day, 8:41:20 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 7.2034 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.3063 loss: 3.3063 2022/06/26 04:48:39 - mmengine - INFO - Epoch(train) [61][3360/3757] lr: 7.500e-03 eta: 1 day, 8:41:15 time: 0.259 data_time: 0.020 memory: 5036 grad_norm: 6.4302 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1739 loss: 2.1739 2022/06/26 04:48:44 - mmengine - INFO - Epoch(train) [61][3380/3757] lr: 7.500e-03 eta: 1 day, 8:41:09 time: 0.248 data_time: 0.008 memory: 5036 grad_norm: 6.7095 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 2.3867 loss: 2.3867 2022/06/26 04:48:49 - mmengine - INFO - Epoch(train) [61][3400/3757] lr: 7.500e-03 eta: 1 day, 8:41:04 time: 0.253 data_time: 0.008 memory: 5036 grad_norm: 6.2931 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.4761 loss: 2.4761 2022/06/26 04:48:54 - mmengine - INFO - Epoch(train) [61][3420/3757] lr: 7.500e-03 eta: 1 day, 8:40:58 time: 0.255 data_time: 0.008 memory: 5036 grad_norm: 7.0414 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7886 loss: 2.7886 2022/06/26 04:49:00 - mmengine - INFO - Epoch(train) [61][3440/3757] lr: 7.500e-03 eta: 1 day, 8:40:53 time: 0.250 data_time: 0.005 memory: 5036 grad_norm: 6.8872 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6887 loss: 2.6887 2022/06/26 04:49:05 - mmengine - INFO - Epoch(train) [61][3460/3757] lr: 7.500e-03 eta: 1 day, 8:40:47 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.1810 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.7066 loss: 2.7066 2022/06/26 04:49:10 - mmengine - INFO - Epoch(train) [61][3480/3757] lr: 7.500e-03 eta: 1 day, 8:40:42 time: 0.286 data_time: 0.016 memory: 5036 grad_norm: 5.4775 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4470 loss: 2.4470 2022/06/26 04:49:15 - mmengine - INFO - Epoch(train) [61][3500/3757] lr: 7.500e-03 eta: 1 day, 8:40:36 time: 0.256 data_time: 0.002 memory: 5036 grad_norm: 6.0119 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8898 loss: 2.8898 2022/06/26 04:49:20 - mmengine - INFO - Epoch(train) [61][3520/3757] lr: 7.500e-03 eta: 1 day, 8:40:31 time: 0.253 data_time: 0.005 memory: 5036 grad_norm: 6.1396 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.8213 loss: 2.8213 2022/06/26 04:49:26 - mmengine - INFO - Epoch(train) [61][3540/3757] lr: 7.500e-03 eta: 1 day, 8:40:26 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 6.0967 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.6602 loss: 2.6602 2022/06/26 04:49:31 - mmengine - INFO - Epoch(train) [61][3560/3757] lr: 7.500e-03 eta: 1 day, 8:40:20 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 6.1881 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.0099 loss: 3.0099 2022/06/26 04:49:36 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 04:49:36 - mmengine - INFO - Epoch(train) [61][3580/3757] lr: 7.500e-03 eta: 1 day, 8:40:15 time: 0.264 data_time: 0.008 memory: 5036 grad_norm: 6.2558 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6602 loss: 2.6602 2022/06/26 04:49:41 - mmengine - INFO - Epoch(train) [61][3600/3757] lr: 7.500e-03 eta: 1 day, 8:40:09 time: 0.268 data_time: 0.024 memory: 5036 grad_norm: 5.8285 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3440 loss: 2.3440 2022/06/26 04:49:46 - mmengine - INFO - Epoch(train) [61][3620/3757] lr: 7.500e-03 eta: 1 day, 8:40:04 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 5.8215 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.2273 loss: 3.2273 2022/06/26 04:49:52 - mmengine - INFO - Epoch(train) [61][3640/3757] lr: 7.500e-03 eta: 1 day, 8:39:59 time: 0.259 data_time: 0.013 memory: 5036 grad_norm: 6.5839 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.7668 loss: 2.7668 2022/06/26 04:49:57 - mmengine - INFO - Epoch(train) [61][3660/3757] lr: 7.500e-03 eta: 1 day, 8:39:53 time: 0.253 data_time: 0.005 memory: 5036 grad_norm: 7.7139 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3461 loss: 2.3461 2022/06/26 04:50:02 - mmengine - INFO - Epoch(train) [61][3680/3757] lr: 7.500e-03 eta: 1 day, 8:39:48 time: 0.260 data_time: 0.022 memory: 5036 grad_norm: 6.5717 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.8548 loss: 2.8548 2022/06/26 04:50:07 - mmengine - INFO - Epoch(train) [61][3700/3757] lr: 7.500e-03 eta: 1 day, 8:39:42 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.1716 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 2.9555 loss: 2.9555 2022/06/26 04:50:12 - mmengine - INFO - Epoch(train) [61][3720/3757] lr: 7.500e-03 eta: 1 day, 8:39:37 time: 0.256 data_time: 0.011 memory: 5036 grad_norm: 7.1510 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9699 loss: 2.9699 2022/06/26 04:50:18 - mmengine - INFO - Epoch(train) [61][3740/3757] lr: 7.500e-03 eta: 1 day, 8:39:31 time: 0.250 data_time: 0.008 memory: 5036 grad_norm: 6.3767 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3121 loss: 2.3121 2022/06/26 04:50:22 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 04:50:22 - mmengine - INFO - Saving checkpoint at 61 epochs 2022/06/26 04:50:35 - mmengine - INFO - Epoch(val) [61][20/310] eta: 0:01:53 time: 0.103 data_time: 0.001 memory: 5036 2022/06/26 04:50:39 - mmengine - INFO - Epoch(val) [61][40/310] eta: 0:01:29 time: 0.102 data_time: 0.001 memory: 1723 2022/06/26 04:50:44 - mmengine - INFO - Epoch(val) [61][60/310] eta: 0:00:26 time: 0.103 data_time: 0.002 memory: 1723 2022/06/26 04:50:48 - mmengine - INFO - Epoch(val) [61][80/310] eta: 0:00:24 time: 0.106 data_time: 0.004 memory: 1723 2022/06/26 04:50:56 - mmengine - INFO - Epoch(val) [61][100/310] eta: 0:01:10 time: 0.110 data_time: 0.002 memory: 1723 2022/06/26 04:51:00 - mmengine - INFO - Epoch(val) [61][120/310] eta: 0:01:10 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 04:51:05 - mmengine - INFO - Epoch(val) [61][140/310] eta: 0:00:18 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 04:51:10 - mmengine - INFO - Epoch(val) [61][160/310] eta: 0:00:15 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 04:51:16 - mmengine - INFO - Epoch(val) [61][180/310] eta: 0:00:42 time: 0.111 data_time: 0.004 memory: 1723 2022/06/26 04:51:22 - mmengine - INFO - Epoch(val) [61][200/310] eta: 0:00:39 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 04:51:26 - mmengine - INFO - Epoch(val) [61][220/310] eta: 0:00:11 time: 0.108 data_time: 0.002 memory: 1723 2022/06/26 04:51:31 - mmengine - INFO - Epoch(val) [61][240/310] eta: 0:00:07 time: 0.107 data_time: 0.001 memory: 1723 2022/06/26 04:51:37 - mmengine - INFO - Epoch(val) [61][260/310] eta: 0:00:17 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 04:51:42 - mmengine - INFO - Epoch(val) [61][280/310] eta: 0:00:09 time: 0.109 data_time: 0.002 memory: 1723 2022/06/26 04:51:44 - mmengine - INFO - Epoch(val) [61][300/310] eta: 0:00:01 time: 0.108 data_time: 0.001 memory: 1723 2022/06/26 04:51:46 - mmengine - INFO - Epoch(val) [61][310/310] acc/top1: 0.4610 acc/top5: 0.7205 acc/mean1: 0.4608 2022/06/26 04:51:56 - mmengine - INFO - Epoch(train) [62][20/3757] lr: 7.424e-03 eta: 1 day, 8:39:26 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 6.7295 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6609 loss: 2.6609 2022/06/26 04:52:01 - mmengine - INFO - Epoch(train) [62][40/3757] lr: 7.424e-03 eta: 1 day, 8:39:21 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 6.3774 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8890 loss: 2.8890 2022/06/26 04:52:06 - mmengine - INFO - Epoch(train) [62][60/3757] lr: 7.424e-03 eta: 1 day, 8:39:16 time: 0.241 data_time: 0.003 memory: 5036 grad_norm: 6.2949 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0150 loss: 3.0150 2022/06/26 04:52:12 - mmengine - INFO - Epoch(train) [62][80/3757] lr: 7.424e-03 eta: 1 day, 8:39:11 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 6.2706 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.7706 loss: 2.7706 2022/06/26 04:52:17 - mmengine - INFO - Epoch(train) [62][100/3757] lr: 7.424e-03 eta: 1 day, 8:39:06 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 5.8543 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.3143 loss: 2.3143 2022/06/26 04:52:22 - mmengine - INFO - Epoch(train) [62][120/3757] lr: 7.424e-03 eta: 1 day, 8:39:01 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 4.8224 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.1716 loss: 2.1716 2022/06/26 04:52:27 - mmengine - INFO - Epoch(train) [62][140/3757] lr: 7.424e-03 eta: 1 day, 8:38:55 time: 0.241 data_time: 0.003 memory: 5036 grad_norm: 6.8996 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7586 loss: 2.7586 2022/06/26 04:52:33 - mmengine - INFO - Epoch(train) [62][160/3757] lr: 7.424e-03 eta: 1 day, 8:38:50 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 6.4154 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.4596 loss: 2.4596 2022/06/26 04:52:38 - mmengine - INFO - Epoch(train) [62][180/3757] lr: 7.424e-03 eta: 1 day, 8:38:45 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 7.3729 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6788 loss: 2.6788 2022/06/26 04:52:44 - mmengine - INFO - Epoch(train) [62][200/3757] lr: 7.424e-03 eta: 1 day, 8:38:40 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 5.9067 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9221 loss: 2.9221 2022/06/26 04:52:49 - mmengine - INFO - Epoch(train) [62][220/3757] lr: 7.424e-03 eta: 1 day, 8:38:35 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 5.9553 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2298 loss: 2.2298 2022/06/26 04:52:54 - mmengine - INFO - Epoch(train) [62][240/3757] lr: 7.424e-03 eta: 1 day, 8:38:29 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 7.5088 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3777 loss: 2.3777 2022/06/26 04:52:59 - mmengine - INFO - Epoch(train) [62][260/3757] lr: 7.424e-03 eta: 1 day, 8:38:24 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 6.3039 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.6230 loss: 2.6230 2022/06/26 04:53:05 - mmengine - INFO - Epoch(train) [62][280/3757] lr: 7.424e-03 eta: 1 day, 8:38:19 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 6.3504 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5844 loss: 2.5844 2022/06/26 04:53:10 - mmengine - INFO - Epoch(train) [62][300/3757] lr: 7.424e-03 eta: 1 day, 8:38:14 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 5.8309 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.4469 loss: 2.4469 2022/06/26 04:53:15 - mmengine - INFO - Epoch(train) [62][320/3757] lr: 7.424e-03 eta: 1 day, 8:38:09 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 6.3340 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4584 loss: 2.4584 2022/06/26 04:53:21 - mmengine - INFO - Epoch(train) [62][340/3757] lr: 7.424e-03 eta: 1 day, 8:38:04 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 5.8162 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.5378 loss: 2.5378 2022/06/26 04:53:26 - mmengine - INFO - Epoch(train) [62][360/3757] lr: 7.424e-03 eta: 1 day, 8:37:58 time: 0.269 data_time: 0.003 memory: 5036 grad_norm: 6.3490 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.2593 loss: 2.2593 2022/06/26 04:53:31 - mmengine - INFO - Epoch(train) [62][380/3757] lr: 7.424e-03 eta: 1 day, 8:37:53 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 5.6442 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.7107 loss: 2.7107 2022/06/26 04:53:37 - mmengine - INFO - Epoch(train) [62][400/3757] lr: 7.424e-03 eta: 1 day, 8:37:48 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 5.5446 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.6537 loss: 2.6537 2022/06/26 04:53:43 - mmengine - INFO - Epoch(train) [62][420/3757] lr: 7.424e-03 eta: 1 day, 8:37:44 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 7.2097 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9597 loss: 2.9597 2022/06/26 04:53:48 - mmengine - INFO - Epoch(train) [62][440/3757] lr: 7.424e-03 eta: 1 day, 8:37:39 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.3475 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5464 loss: 2.5464 2022/06/26 04:53:53 - mmengine - INFO - Epoch(train) [62][460/3757] lr: 7.424e-03 eta: 1 day, 8:37:33 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 6.5572 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.9615 loss: 2.9615 2022/06/26 04:53:58 - mmengine - INFO - Epoch(train) [62][480/3757] lr: 7.424e-03 eta: 1 day, 8:37:28 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 6.2427 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4091 loss: 2.4091 2022/06/26 04:54:04 - mmengine - INFO - Epoch(train) [62][500/3757] lr: 7.424e-03 eta: 1 day, 8:37:23 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 6.0753 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.1492 loss: 3.1492 2022/06/26 04:54:09 - mmengine - INFO - Epoch(train) [62][520/3757] lr: 7.424e-03 eta: 1 day, 8:37:17 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 6.7307 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7267 loss: 2.7267 2022/06/26 04:54:14 - mmengine - INFO - Epoch(train) [62][540/3757] lr: 7.424e-03 eta: 1 day, 8:37:12 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 5.4574 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5986 loss: 2.5986 2022/06/26 04:54:19 - mmengine - INFO - Epoch(train) [62][560/3757] lr: 7.424e-03 eta: 1 day, 8:37:07 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 7.0445 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.4759 loss: 2.4759 2022/06/26 04:54:24 - mmengine - INFO - Epoch(train) [62][580/3757] lr: 7.424e-03 eta: 1 day, 8:37:01 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 6.0329 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 2.8330 loss: 2.8330 2022/06/26 04:54:30 - mmengine - INFO - Epoch(train) [62][600/3757] lr: 7.424e-03 eta: 1 day, 8:36:56 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 6.4740 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5734 loss: 2.5734 2022/06/26 04:54:35 - mmengine - INFO - Epoch(train) [62][620/3757] lr: 7.424e-03 eta: 1 day, 8:36:51 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 5.7596 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.7120 loss: 2.7120 2022/06/26 04:54:40 - mmengine - INFO - Epoch(train) [62][640/3757] lr: 7.424e-03 eta: 1 day, 8:36:45 time: 0.270 data_time: 0.003 memory: 5036 grad_norm: 6.7789 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 3.2030 loss: 3.2030 2022/06/26 04:54:45 - mmengine - INFO - Epoch(train) [62][660/3757] lr: 7.424e-03 eta: 1 day, 8:36:40 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 6.7925 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.5678 loss: 2.5678 2022/06/26 04:54:51 - mmengine - INFO - Epoch(train) [62][680/3757] lr: 7.424e-03 eta: 1 day, 8:36:35 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 5.7268 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.7118 loss: 2.7118 2022/06/26 04:54:56 - mmengine - INFO - Epoch(train) [62][700/3757] lr: 7.424e-03 eta: 1 day, 8:36:30 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 6.8175 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9486 loss: 2.9486 2022/06/26 04:55:01 - mmengine - INFO - Epoch(train) [62][720/3757] lr: 7.424e-03 eta: 1 day, 8:36:25 time: 0.352 data_time: 0.003 memory: 5036 grad_norm: 5.6396 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8028 loss: 2.8028 2022/06/26 04:55:07 - mmengine - INFO - Epoch(train) [62][740/3757] lr: 7.424e-03 eta: 1 day, 8:36:20 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 5.9889 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7408 loss: 2.7408 2022/06/26 04:55:12 - mmengine - INFO - Epoch(train) [62][760/3757] lr: 7.424e-03 eta: 1 day, 8:36:14 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 6.1234 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.1965 loss: 2.1965 2022/06/26 04:55:17 - mmengine - INFO - Epoch(train) [62][780/3757] lr: 7.424e-03 eta: 1 day, 8:36:09 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 5.9275 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0011 loss: 3.0011 2022/06/26 04:55:23 - mmengine - INFO - Epoch(train) [62][800/3757] lr: 7.424e-03 eta: 1 day, 8:36:04 time: 0.251 data_time: 0.007 memory: 5036 grad_norm: 5.7434 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1000 loss: 3.1000 2022/06/26 04:55:28 - mmengine - INFO - Epoch(train) [62][820/3757] lr: 7.424e-03 eta: 1 day, 8:35:59 time: 0.267 data_time: 0.003 memory: 5036 grad_norm: 5.8055 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1786 loss: 3.1786 2022/06/26 04:55:29 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 04:55:33 - mmengine - INFO - Epoch(train) [62][840/3757] lr: 7.424e-03 eta: 1 day, 8:35:54 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 6.1109 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.9902 loss: 2.9902 2022/06/26 04:55:39 - mmengine - INFO - Epoch(train) [62][860/3757] lr: 7.424e-03 eta: 1 day, 8:35:49 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 6.0453 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1348 loss: 2.1348 2022/06/26 04:55:44 - mmengine - INFO - Epoch(train) [62][880/3757] lr: 7.424e-03 eta: 1 day, 8:35:43 time: 0.261 data_time: 0.009 memory: 5036 grad_norm: 5.5328 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.7008 loss: 2.7008 2022/06/26 04:55:49 - mmengine - INFO - Epoch(train) [62][900/3757] lr: 7.424e-03 eta: 1 day, 8:35:38 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 5.8722 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.7221 loss: 2.7221 2022/06/26 04:55:55 - mmengine - INFO - Epoch(train) [62][920/3757] lr: 7.424e-03 eta: 1 day, 8:35:33 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 6.2222 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9987 loss: 2.9987 2022/06/26 04:56:00 - mmengine - INFO - Epoch(train) [62][940/3757] lr: 7.424e-03 eta: 1 day, 8:35:28 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 5.6761 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3482 loss: 2.3482 2022/06/26 04:56:05 - mmengine - INFO - Epoch(train) [62][960/3757] lr: 7.424e-03 eta: 1 day, 8:35:23 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 7.0009 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5095 loss: 2.5095 2022/06/26 04:56:11 - mmengine - INFO - Epoch(train) [62][980/3757] lr: 7.424e-03 eta: 1 day, 8:35:18 time: 0.411 data_time: 0.003 memory: 5036 grad_norm: 6.7454 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8371 loss: 2.8371 2022/06/26 04:56:16 - mmengine - INFO - Epoch(train) [62][1000/3757] lr: 7.424e-03 eta: 1 day, 8:35:12 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 6.5956 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7780 loss: 2.7780 2022/06/26 04:56:21 - mmengine - INFO - Epoch(train) [62][1020/3757] lr: 7.424e-03 eta: 1 day, 8:35:07 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 5.8614 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7928 loss: 2.7928 2022/06/26 04:56:26 - mmengine - INFO - Epoch(train) [62][1040/3757] lr: 7.424e-03 eta: 1 day, 8:35:01 time: 0.250 data_time: 0.005 memory: 5036 grad_norm: 5.9154 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9940 loss: 2.9940 2022/06/26 04:56:31 - mmengine - INFO - Epoch(train) [62][1060/3757] lr: 7.424e-03 eta: 1 day, 8:34:56 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 6.1928 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.6280 loss: 2.6280 2022/06/26 04:56:37 - mmengine - INFO - Epoch(train) [62][1080/3757] lr: 7.424e-03 eta: 1 day, 8:34:50 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 5.7268 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2184 loss: 2.2184 2022/06/26 04:56:42 - mmengine - INFO - Epoch(train) [62][1100/3757] lr: 7.424e-03 eta: 1 day, 8:34:45 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.4791 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7347 loss: 2.7347 2022/06/26 04:56:47 - mmengine - INFO - Epoch(train) [62][1120/3757] lr: 7.424e-03 eta: 1 day, 8:34:39 time: 0.251 data_time: 0.011 memory: 5036 grad_norm: 6.3218 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7511 loss: 2.7511 2022/06/26 04:56:52 - mmengine - INFO - Epoch(train) [62][1140/3757] lr: 7.424e-03 eta: 1 day, 8:34:34 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 7.0161 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.6896 loss: 2.6896 2022/06/26 04:56:57 - mmengine - INFO - Epoch(train) [62][1160/3757] lr: 7.424e-03 eta: 1 day, 8:34:29 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 6.3447 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8160 loss: 2.8160 2022/06/26 04:57:03 - mmengine - INFO - Epoch(train) [62][1180/3757] lr: 7.424e-03 eta: 1 day, 8:34:23 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 6.9871 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1165 loss: 3.1165 2022/06/26 04:57:08 - mmengine - INFO - Epoch(train) [62][1200/3757] lr: 7.424e-03 eta: 1 day, 8:34:18 time: 0.253 data_time: 0.011 memory: 5036 grad_norm: 6.9031 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7392 loss: 2.7392 2022/06/26 04:57:13 - mmengine - INFO - Epoch(train) [62][1220/3757] lr: 7.424e-03 eta: 1 day, 8:34:13 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 6.0388 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8799 loss: 2.8799 2022/06/26 04:57:19 - mmengine - INFO - Epoch(train) [62][1240/3757] lr: 7.424e-03 eta: 1 day, 8:34:08 time: 0.270 data_time: 0.009 memory: 5036 grad_norm: 6.6007 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5995 loss: 2.5995 2022/06/26 04:57:24 - mmengine - INFO - Epoch(train) [62][1260/3757] lr: 7.424e-03 eta: 1 day, 8:34:03 time: 0.249 data_time: 0.009 memory: 5036 grad_norm: 6.4812 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.5884 loss: 2.5884 2022/06/26 04:57:29 - mmengine - INFO - Epoch(train) [62][1280/3757] lr: 7.424e-03 eta: 1 day, 8:33:58 time: 0.249 data_time: 0.008 memory: 5036 grad_norm: 5.8595 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.2005 loss: 3.2005 2022/06/26 04:57:35 - mmengine - INFO - Epoch(train) [62][1300/3757] lr: 7.424e-03 eta: 1 day, 8:33:53 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 5.8497 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.7136 loss: 2.7136 2022/06/26 04:57:40 - mmengine - INFO - Epoch(train) [62][1320/3757] lr: 7.424e-03 eta: 1 day, 8:33:47 time: 0.266 data_time: 0.006 memory: 5036 grad_norm: 6.0901 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.4186 loss: 3.4186 2022/06/26 04:57:45 - mmengine - INFO - Epoch(train) [62][1340/3757] lr: 7.424e-03 eta: 1 day, 8:33:42 time: 0.250 data_time: 0.005 memory: 5036 grad_norm: 5.9448 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5957 loss: 2.5957 2022/06/26 04:57:50 - mmengine - INFO - Epoch(train) [62][1360/3757] lr: 7.424e-03 eta: 1 day, 8:33:36 time: 0.249 data_time: 0.010 memory: 5036 grad_norm: 6.5658 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7388 loss: 2.7388 2022/06/26 04:57:56 - mmengine - INFO - Epoch(train) [62][1380/3757] lr: 7.424e-03 eta: 1 day, 8:33:31 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 6.2692 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5160 loss: 2.5160 2022/06/26 04:58:01 - mmengine - INFO - Epoch(train) [62][1400/3757] lr: 7.424e-03 eta: 1 day, 8:33:26 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 5.7212 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.4625 loss: 2.4625 2022/06/26 04:58:06 - mmengine - INFO - Epoch(train) [62][1420/3757] lr: 7.424e-03 eta: 1 day, 8:33:21 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 6.4008 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8725 loss: 2.8725 2022/06/26 04:58:11 - mmengine - INFO - Epoch(train) [62][1440/3757] lr: 7.424e-03 eta: 1 day, 8:33:16 time: 0.251 data_time: 0.009 memory: 5036 grad_norm: 5.8114 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5684 loss: 2.5684 2022/06/26 04:58:17 - mmengine - INFO - Epoch(train) [62][1460/3757] lr: 7.424e-03 eta: 1 day, 8:33:11 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 6.0273 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2085 loss: 2.2085 2022/06/26 04:58:22 - mmengine - INFO - Epoch(train) [62][1480/3757] lr: 7.424e-03 eta: 1 day, 8:33:06 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 9.4901 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9370 loss: 2.9370 2022/06/26 04:58:28 - mmengine - INFO - Epoch(train) [62][1500/3757] lr: 7.424e-03 eta: 1 day, 8:33:01 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 6.0038 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.8576 loss: 2.8576 2022/06/26 04:58:33 - mmengine - INFO - Epoch(train) [62][1520/3757] lr: 7.424e-03 eta: 1 day, 8:32:55 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.1922 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0952 loss: 3.0952 2022/06/26 04:58:38 - mmengine - INFO - Epoch(train) [62][1540/3757] lr: 7.424e-03 eta: 1 day, 8:32:50 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 6.2875 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.3519 loss: 2.3519 2022/06/26 04:58:43 - mmengine - INFO - Epoch(train) [62][1560/3757] lr: 7.424e-03 eta: 1 day, 8:32:45 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 6.3299 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7531 loss: 2.7531 2022/06/26 04:58:49 - mmengine - INFO - Epoch(train) [62][1580/3757] lr: 7.424e-03 eta: 1 day, 8:32:39 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 6.0866 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.6183 loss: 2.6183 2022/06/26 04:58:54 - mmengine - INFO - Epoch(train) [62][1600/3757] lr: 7.424e-03 eta: 1 day, 8:32:34 time: 0.247 data_time: 0.004 memory: 5036 grad_norm: 6.0819 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.1036 loss: 3.1036 2022/06/26 04:58:59 - mmengine - INFO - Epoch(train) [62][1620/3757] lr: 7.424e-03 eta: 1 day, 8:32:28 time: 0.251 data_time: 0.007 memory: 5036 grad_norm: 6.5879 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.3820 loss: 2.3820 2022/06/26 04:59:04 - mmengine - INFO - Epoch(train) [62][1640/3757] lr: 7.424e-03 eta: 1 day, 8:32:23 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 5.5720 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0917 loss: 3.0917 2022/06/26 04:59:09 - mmengine - INFO - Epoch(train) [62][1660/3757] lr: 7.424e-03 eta: 1 day, 8:32:18 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 4.9635 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8903 loss: 2.8903 2022/06/26 04:59:15 - mmengine - INFO - Epoch(train) [62][1680/3757] lr: 7.424e-03 eta: 1 day, 8:32:12 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 6.0360 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.5538 loss: 2.5538 2022/06/26 04:59:20 - mmengine - INFO - Epoch(train) [62][1700/3757] lr: 7.424e-03 eta: 1 day, 8:32:07 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 6.9464 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.3918 loss: 2.3918 2022/06/26 04:59:25 - mmengine - INFO - Epoch(train) [62][1720/3757] lr: 7.424e-03 eta: 1 day, 8:32:02 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 7.2868 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.3714 loss: 2.3714 2022/06/26 04:59:30 - mmengine - INFO - Epoch(train) [62][1740/3757] lr: 7.424e-03 eta: 1 day, 8:31:56 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 6.7405 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.2081 loss: 3.2081 2022/06/26 04:59:36 - mmengine - INFO - Epoch(train) [62][1760/3757] lr: 7.424e-03 eta: 1 day, 8:31:51 time: 0.277 data_time: 0.003 memory: 5036 grad_norm: 5.2330 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5487 loss: 2.5487 2022/06/26 04:59:41 - mmengine - INFO - Epoch(train) [62][1780/3757] lr: 7.424e-03 eta: 1 day, 8:31:46 time: 0.277 data_time: 0.003 memory: 5036 grad_norm: 6.2536 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5607 loss: 2.5607 2022/06/26 04:59:46 - mmengine - INFO - Epoch(train) [62][1800/3757] lr: 7.424e-03 eta: 1 day, 8:31:40 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 6.0131 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.4152 loss: 2.4152 2022/06/26 04:59:51 - mmengine - INFO - Epoch(train) [62][1820/3757] lr: 7.424e-03 eta: 1 day, 8:31:35 time: 0.302 data_time: 0.031 memory: 5036 grad_norm: 5.7075 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.7831 loss: 2.7831 2022/06/26 04:59:52 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 04:59:56 - mmengine - INFO - Epoch(train) [62][1840/3757] lr: 7.424e-03 eta: 1 day, 8:31:30 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 6.3218 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5391 loss: 2.5391 2022/06/26 05:00:02 - mmengine - INFO - Epoch(train) [62][1860/3757] lr: 7.424e-03 eta: 1 day, 8:31:24 time: 0.268 data_time: 0.009 memory: 5036 grad_norm: 5.6918 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.8300 loss: 2.8300 2022/06/26 05:00:07 - mmengine - INFO - Epoch(train) [62][1880/3757] lr: 7.424e-03 eta: 1 day, 8:31:19 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 6.3586 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.4786 loss: 2.4786 2022/06/26 05:00:12 - mmengine - INFO - Epoch(train) [62][1900/3757] lr: 7.424e-03 eta: 1 day, 8:31:14 time: 0.263 data_time: 0.005 memory: 5036 grad_norm: 6.8772 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.5469 loss: 2.5469 2022/06/26 05:00:17 - mmengine - INFO - Epoch(train) [62][1920/3757] lr: 7.424e-03 eta: 1 day, 8:31:08 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 5.8843 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.8033 loss: 2.8033 2022/06/26 05:00:23 - mmengine - INFO - Epoch(train) [62][1940/3757] lr: 7.424e-03 eta: 1 day, 8:31:03 time: 0.283 data_time: 0.003 memory: 5036 grad_norm: 6.0515 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.5001 loss: 2.5001 2022/06/26 05:00:28 - mmengine - INFO - Epoch(train) [62][1960/3757] lr: 7.424e-03 eta: 1 day, 8:30:57 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 6.4001 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9142 loss: 2.9142 2022/06/26 05:00:33 - mmengine - INFO - Epoch(train) [62][1980/3757] lr: 7.424e-03 eta: 1 day, 8:30:53 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 6.4412 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2849 loss: 2.2849 2022/06/26 05:00:38 - mmengine - INFO - Epoch(train) [62][2000/3757] lr: 7.424e-03 eta: 1 day, 8:30:47 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 5.6678 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.4580 loss: 2.4580 2022/06/26 05:00:44 - mmengine - INFO - Epoch(train) [62][2020/3757] lr: 7.424e-03 eta: 1 day, 8:30:42 time: 0.270 data_time: 0.003 memory: 5036 grad_norm: 5.4345 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5898 loss: 2.5898 2022/06/26 05:00:49 - mmengine - INFO - Epoch(train) [62][2040/3757] lr: 7.424e-03 eta: 1 day, 8:30:36 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 5.2346 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3371 loss: 2.3371 2022/06/26 05:00:54 - mmengine - INFO - Epoch(train) [62][2060/3757] lr: 7.424e-03 eta: 1 day, 8:30:31 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 5.4623 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.3936 loss: 2.3936 2022/06/26 05:00:59 - mmengine - INFO - Epoch(train) [62][2080/3757] lr: 7.424e-03 eta: 1 day, 8:30:26 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 5.4925 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9664 loss: 2.9664 2022/06/26 05:01:05 - mmengine - INFO - Epoch(train) [62][2100/3757] lr: 7.424e-03 eta: 1 day, 8:30:20 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 5.7143 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4740 loss: 2.4740 2022/06/26 05:01:10 - mmengine - INFO - Epoch(train) [62][2120/3757] lr: 7.424e-03 eta: 1 day, 8:30:16 time: 0.255 data_time: 0.005 memory: 5036 grad_norm: 5.3424 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1150 loss: 2.1150 2022/06/26 05:01:16 - mmengine - INFO - Epoch(train) [62][2140/3757] lr: 7.424e-03 eta: 1 day, 8:30:11 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 5.8105 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.6079 loss: 2.6079 2022/06/26 05:01:21 - mmengine - INFO - Epoch(train) [62][2160/3757] lr: 7.424e-03 eta: 1 day, 8:30:06 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 7.5616 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9155 loss: 2.9155 2022/06/26 05:01:26 - mmengine - INFO - Epoch(train) [62][2180/3757] lr: 7.424e-03 eta: 1 day, 8:30:00 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 6.5637 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.0035 loss: 3.0035 2022/06/26 05:01:32 - mmengine - INFO - Epoch(train) [62][2200/3757] lr: 7.424e-03 eta: 1 day, 8:29:55 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 7.0701 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7102 loss: 2.7102 2022/06/26 05:01:37 - mmengine - INFO - Epoch(train) [62][2220/3757] lr: 7.424e-03 eta: 1 day, 8:29:50 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 6.0737 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4729 loss: 2.4729 2022/06/26 05:01:42 - mmengine - INFO - Epoch(train) [62][2240/3757] lr: 7.424e-03 eta: 1 day, 8:29:45 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 7.0547 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2555 loss: 3.2555 2022/06/26 05:01:47 - mmengine - INFO - Epoch(train) [62][2260/3757] lr: 7.424e-03 eta: 1 day, 8:29:39 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 5.7557 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.6057 loss: 2.6057 2022/06/26 05:01:53 - mmengine - INFO - Epoch(train) [62][2280/3757] lr: 7.424e-03 eta: 1 day, 8:29:34 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 5.8041 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6074 loss: 2.6074 2022/06/26 05:01:58 - mmengine - INFO - Epoch(train) [62][2300/3757] lr: 7.424e-03 eta: 1 day, 8:29:29 time: 0.258 data_time: 0.008 memory: 5036 grad_norm: 6.1197 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.5273 loss: 2.5273 2022/06/26 05:02:03 - mmengine - INFO - Epoch(train) [62][2320/3757] lr: 7.424e-03 eta: 1 day, 8:29:24 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 5.5699 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5584 loss: 2.5584 2022/06/26 05:02:08 - mmengine - INFO - Epoch(train) [62][2340/3757] lr: 7.424e-03 eta: 1 day, 8:29:18 time: 0.267 data_time: 0.003 memory: 5036 grad_norm: 6.1138 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.7258 loss: 2.7258 2022/06/26 05:02:14 - mmengine - INFO - Epoch(train) [62][2360/3757] lr: 7.424e-03 eta: 1 day, 8:29:14 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 5.8634 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 3.1709 loss: 3.1709 2022/06/26 05:02:19 - mmengine - INFO - Epoch(train) [62][2380/3757] lr: 7.424e-03 eta: 1 day, 8:29:08 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 6.5747 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.4068 loss: 2.4068 2022/06/26 05:02:24 - mmengine - INFO - Epoch(train) [62][2400/3757] lr: 7.424e-03 eta: 1 day, 8:29:03 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 5.4404 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4446 loss: 2.4446 2022/06/26 05:02:30 - mmengine - INFO - Epoch(train) [62][2420/3757] lr: 7.424e-03 eta: 1 day, 8:28:58 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 6.4620 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.0846 loss: 2.0846 2022/06/26 05:02:35 - mmengine - INFO - Epoch(train) [62][2440/3757] lr: 7.424e-03 eta: 1 day, 8:28:52 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 7.1171 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.9093 loss: 2.9093 2022/06/26 05:02:40 - mmengine - INFO - Epoch(train) [62][2460/3757] lr: 7.424e-03 eta: 1 day, 8:28:47 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 6.6729 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7672 loss: 2.7672 2022/06/26 05:02:45 - mmengine - INFO - Epoch(train) [62][2480/3757] lr: 7.424e-03 eta: 1 day, 8:28:41 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 6.3535 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2674 loss: 3.2674 2022/06/26 05:02:51 - mmengine - INFO - Epoch(train) [62][2500/3757] lr: 7.424e-03 eta: 1 day, 8:28:36 time: 0.284 data_time: 0.003 memory: 5036 grad_norm: 5.6035 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.5248 loss: 2.5248 2022/06/26 05:02:56 - mmengine - INFO - Epoch(train) [62][2520/3757] lr: 7.424e-03 eta: 1 day, 8:28:31 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 6.7779 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.4451 loss: 2.4451 2022/06/26 05:03:01 - mmengine - INFO - Epoch(train) [62][2540/3757] lr: 7.424e-03 eta: 1 day, 8:28:26 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 6.4856 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.5303 loss: 2.5303 2022/06/26 05:03:06 - mmengine - INFO - Epoch(train) [62][2560/3757] lr: 7.424e-03 eta: 1 day, 8:28:20 time: 0.281 data_time: 0.003 memory: 5036 grad_norm: 6.3564 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.9457 loss: 2.9457 2022/06/26 05:03:12 - mmengine - INFO - Epoch(train) [62][2580/3757] lr: 7.424e-03 eta: 1 day, 8:28:15 time: 0.267 data_time: 0.003 memory: 5036 grad_norm: 7.0746 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.4698 loss: 2.4698 2022/06/26 05:03:17 - mmengine - INFO - Epoch(train) [62][2600/3757] lr: 7.424e-03 eta: 1 day, 8:28:10 time: 0.249 data_time: 0.008 memory: 5036 grad_norm: 5.6001 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4008 loss: 2.4008 2022/06/26 05:03:23 - mmengine - INFO - Epoch(train) [62][2620/3757] lr: 7.424e-03 eta: 1 day, 8:28:05 time: 0.257 data_time: 0.004 memory: 5036 grad_norm: 5.8380 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4173 loss: 2.4173 2022/06/26 05:03:28 - mmengine - INFO - Epoch(train) [62][2640/3757] lr: 7.424e-03 eta: 1 day, 8:28:00 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 18.5819 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.5791 loss: 2.5791 2022/06/26 05:03:33 - mmengine - INFO - Epoch(train) [62][2660/3757] lr: 7.424e-03 eta: 1 day, 8:27:55 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 6.3438 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5018 loss: 2.5018 2022/06/26 05:03:39 - mmengine - INFO - Epoch(train) [62][2680/3757] lr: 7.424e-03 eta: 1 day, 8:27:50 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 6.9873 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.4669 loss: 2.4669 2022/06/26 05:03:44 - mmengine - INFO - Epoch(train) [62][2700/3757] lr: 7.424e-03 eta: 1 day, 8:27:45 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 5.5713 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5987 loss: 2.5987 2022/06/26 05:03:49 - mmengine - INFO - Epoch(train) [62][2720/3757] lr: 7.424e-03 eta: 1 day, 8:27:40 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 5.4841 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.5637 loss: 2.5637 2022/06/26 05:03:55 - mmengine - INFO - Epoch(train) [62][2740/3757] lr: 7.424e-03 eta: 1 day, 8:27:35 time: 0.339 data_time: 0.008 memory: 5036 grad_norm: 5.8786 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6809 loss: 2.6809 2022/06/26 05:04:00 - mmengine - INFO - Epoch(train) [62][2760/3757] lr: 7.424e-03 eta: 1 day, 8:27:29 time: 0.251 data_time: 0.010 memory: 5036 grad_norm: 6.2862 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8651 loss: 2.8651 2022/06/26 05:04:05 - mmengine - INFO - Epoch(train) [62][2780/3757] lr: 7.424e-03 eta: 1 day, 8:27:24 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 6.0190 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5429 loss: 2.5429 2022/06/26 05:04:10 - mmengine - INFO - Epoch(train) [62][2800/3757] lr: 7.424e-03 eta: 1 day, 8:27:19 time: 0.252 data_time: 0.005 memory: 5036 grad_norm: 6.7087 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.5613 loss: 2.5613 2022/06/26 05:04:16 - mmengine - INFO - Epoch(train) [62][2820/3757] lr: 7.424e-03 eta: 1 day, 8:27:13 time: 0.297 data_time: 0.003 memory: 5036 grad_norm: 5.8815 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5784 loss: 2.5784 2022/06/26 05:04:16 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 05:04:21 - mmengine - INFO - Epoch(train) [62][2840/3757] lr: 7.424e-03 eta: 1 day, 8:27:08 time: 0.251 data_time: 0.009 memory: 5036 grad_norm: 6.0296 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.7303 loss: 2.7303 2022/06/26 05:04:26 - mmengine - INFO - Epoch(train) [62][2860/3757] lr: 7.424e-03 eta: 1 day, 8:27:03 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 6.0984 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7130 loss: 2.7130 2022/06/26 05:04:32 - mmengine - INFO - Epoch(train) [62][2880/3757] lr: 7.424e-03 eta: 1 day, 8:26:58 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 6.4542 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5191 loss: 2.5191 2022/06/26 05:04:37 - mmengine - INFO - Epoch(train) [62][2900/3757] lr: 7.424e-03 eta: 1 day, 8:26:53 time: 0.286 data_time: 0.007 memory: 5036 grad_norm: 6.1449 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 3.1099 loss: 3.1099 2022/06/26 05:04:42 - mmengine - INFO - Epoch(train) [62][2920/3757] lr: 7.424e-03 eta: 1 day, 8:26:48 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 5.9038 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4677 loss: 2.4677 2022/06/26 05:04:47 - mmengine - INFO - Epoch(train) [62][2940/3757] lr: 7.424e-03 eta: 1 day, 8:26:42 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 5.4306 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.0745 loss: 3.0745 2022/06/26 05:04:53 - mmengine - INFO - Epoch(train) [62][2960/3757] lr: 7.424e-03 eta: 1 day, 8:26:37 time: 0.250 data_time: 0.011 memory: 5036 grad_norm: 6.2821 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.0629 loss: 3.0629 2022/06/26 05:04:58 - mmengine - INFO - Epoch(train) [62][2980/3757] lr: 7.424e-03 eta: 1 day, 8:26:32 time: 0.273 data_time: 0.006 memory: 5036 grad_norm: 6.1625 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.6621 loss: 2.6621 2022/06/26 05:05:03 - mmengine - INFO - Epoch(train) [62][3000/3757] lr: 7.424e-03 eta: 1 day, 8:26:26 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 6.3582 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.3989 loss: 3.3989 2022/06/26 05:05:08 - mmengine - INFO - Epoch(train) [62][3020/3757] lr: 7.424e-03 eta: 1 day, 8:26:21 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 5.8682 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.5419 loss: 2.5419 2022/06/26 05:05:13 - mmengine - INFO - Epoch(train) [62][3040/3757] lr: 7.424e-03 eta: 1 day, 8:26:15 time: 0.257 data_time: 0.015 memory: 5036 grad_norm: 6.2578 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.5771 loss: 2.5771 2022/06/26 05:05:19 - mmengine - INFO - Epoch(train) [62][3060/3757] lr: 7.424e-03 eta: 1 day, 8:26:10 time: 0.277 data_time: 0.009 memory: 5036 grad_norm: 5.5710 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.2721 loss: 2.2721 2022/06/26 05:05:24 - mmengine - INFO - Epoch(train) [62][3080/3757] lr: 7.424e-03 eta: 1 day, 8:26:05 time: 0.266 data_time: 0.002 memory: 5036 grad_norm: 5.5885 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.5180 loss: 2.5180 2022/06/26 05:05:29 - mmengine - INFO - Epoch(train) [62][3100/3757] lr: 7.424e-03 eta: 1 day, 8:25:59 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 5.5289 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8188 loss: 2.8188 2022/06/26 05:05:34 - mmengine - INFO - Epoch(train) [62][3120/3757] lr: 7.424e-03 eta: 1 day, 8:25:54 time: 0.255 data_time: 0.014 memory: 5036 grad_norm: 6.1121 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.5459 loss: 2.5459 2022/06/26 05:05:40 - mmengine - INFO - Epoch(train) [62][3140/3757] lr: 7.424e-03 eta: 1 day, 8:25:48 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 5.5952 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6371 loss: 2.6371 2022/06/26 05:05:45 - mmengine - INFO - Epoch(train) [62][3160/3757] lr: 7.424e-03 eta: 1 day, 8:25:43 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 6.6904 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.2608 loss: 2.2608 2022/06/26 05:05:50 - mmengine - INFO - Epoch(train) [62][3180/3757] lr: 7.424e-03 eta: 1 day, 8:25:38 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.5687 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7605 loss: 2.7605 2022/06/26 05:05:55 - mmengine - INFO - Epoch(train) [62][3200/3757] lr: 7.424e-03 eta: 1 day, 8:25:32 time: 0.261 data_time: 0.017 memory: 5036 grad_norm: 6.4433 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7215 loss: 2.7215 2022/06/26 05:06:01 - mmengine - INFO - Epoch(train) [62][3220/3757] lr: 7.424e-03 eta: 1 day, 8:25:27 time: 0.275 data_time: 0.003 memory: 5036 grad_norm: 5.6054 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7269 loss: 2.7269 2022/06/26 05:06:06 - mmengine - INFO - Epoch(train) [62][3240/3757] lr: 7.424e-03 eta: 1 day, 8:25:22 time: 0.276 data_time: 0.003 memory: 5036 grad_norm: 5.6902 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.5631 loss: 2.5631 2022/06/26 05:06:11 - mmengine - INFO - Epoch(train) [62][3260/3757] lr: 7.424e-03 eta: 1 day, 8:25:17 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 5.7057 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.6062 loss: 2.6062 2022/06/26 05:06:16 - mmengine - INFO - Epoch(train) [62][3280/3757] lr: 7.424e-03 eta: 1 day, 8:25:11 time: 0.260 data_time: 0.014 memory: 5036 grad_norm: 6.3902 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1070 loss: 3.1070 2022/06/26 05:06:22 - mmengine - INFO - Epoch(train) [62][3300/3757] lr: 7.424e-03 eta: 1 day, 8:25:06 time: 0.306 data_time: 0.003 memory: 5036 grad_norm: 5.2429 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.7541 loss: 2.7541 2022/06/26 05:06:27 - mmengine - INFO - Epoch(train) [62][3320/3757] lr: 7.424e-03 eta: 1 day, 8:25:01 time: 0.266 data_time: 0.003 memory: 5036 grad_norm: 6.2289 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5689 loss: 2.5689 2022/06/26 05:06:32 - mmengine - INFO - Epoch(train) [62][3340/3757] lr: 7.424e-03 eta: 1 day, 8:24:56 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 6.3510 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.7775 loss: 2.7775 2022/06/26 05:06:37 - mmengine - INFO - Epoch(train) [62][3360/3757] lr: 7.424e-03 eta: 1 day, 8:24:50 time: 0.270 data_time: 0.027 memory: 5036 grad_norm: 6.3735 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.7002 loss: 2.7002 2022/06/26 05:06:43 - mmengine - INFO - Epoch(train) [62][3380/3757] lr: 7.424e-03 eta: 1 day, 8:24:45 time: 0.268 data_time: 0.003 memory: 5036 grad_norm: 5.9049 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7952 loss: 2.7952 2022/06/26 05:06:48 - mmengine - INFO - Epoch(train) [62][3400/3757] lr: 7.424e-03 eta: 1 day, 8:24:39 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 6.8632 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5925 loss: 2.5925 2022/06/26 05:06:53 - mmengine - INFO - Epoch(train) [62][3420/3757] lr: 7.424e-03 eta: 1 day, 8:24:35 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 6.1561 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1289 loss: 2.1289 2022/06/26 05:06:58 - mmengine - INFO - Epoch(train) [62][3440/3757] lr: 7.424e-03 eta: 1 day, 8:24:29 time: 0.262 data_time: 0.022 memory: 5036 grad_norm: 6.3793 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6112 loss: 2.6112 2022/06/26 05:07:04 - mmengine - INFO - Epoch(train) [62][3460/3757] lr: 7.424e-03 eta: 1 day, 8:24:24 time: 0.289 data_time: 0.003 memory: 5036 grad_norm: 6.3499 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.8364 loss: 2.8364 2022/06/26 05:07:09 - mmengine - INFO - Epoch(train) [62][3480/3757] lr: 7.424e-03 eta: 1 day, 8:24:19 time: 0.271 data_time: 0.003 memory: 5036 grad_norm: 5.7061 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0388 loss: 3.0388 2022/06/26 05:07:15 - mmengine - INFO - Epoch(train) [62][3500/3757] lr: 7.424e-03 eta: 1 day, 8:24:14 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 6.3195 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9629 loss: 2.9629 2022/06/26 05:07:20 - mmengine - INFO - Epoch(train) [62][3520/3757] lr: 7.424e-03 eta: 1 day, 8:24:08 time: 0.266 data_time: 0.019 memory: 5036 grad_norm: 6.9565 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0168 loss: 3.0168 2022/06/26 05:07:25 - mmengine - INFO - Epoch(train) [62][3540/3757] lr: 7.424e-03 eta: 1 day, 8:24:03 time: 0.273 data_time: 0.003 memory: 5036 grad_norm: 6.2298 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.2017 loss: 3.2017 2022/06/26 05:07:30 - mmengine - INFO - Epoch(train) [62][3560/3757] lr: 7.424e-03 eta: 1 day, 8:23:58 time: 0.263 data_time: 0.002 memory: 5036 grad_norm: 6.1481 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9361 loss: 2.9361 2022/06/26 05:07:36 - mmengine - INFO - Epoch(train) [62][3580/3757] lr: 7.424e-03 eta: 1 day, 8:23:53 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 6.5875 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1584 loss: 2.1584 2022/06/26 05:07:41 - mmengine - INFO - Epoch(train) [62][3600/3757] lr: 7.424e-03 eta: 1 day, 8:23:48 time: 0.606 data_time: 0.013 memory: 5036 grad_norm: 6.6283 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4453 loss: 2.4453 2022/06/26 05:07:46 - mmengine - INFO - Epoch(train) [62][3620/3757] lr: 7.424e-03 eta: 1 day, 8:23:43 time: 0.272 data_time: 0.003 memory: 5036 grad_norm: 5.9463 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.6204 loss: 2.6204 2022/06/26 05:07:52 - mmengine - INFO - Epoch(train) [62][3640/3757] lr: 7.424e-03 eta: 1 day, 8:23:38 time: 0.307 data_time: 0.003 memory: 5036 grad_norm: 6.0922 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9995 loss: 2.9995 2022/06/26 05:07:57 - mmengine - INFO - Epoch(train) [62][3660/3757] lr: 7.424e-03 eta: 1 day, 8:23:33 time: 0.256 data_time: 0.012 memory: 5036 grad_norm: 6.2250 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5798 loss: 2.5798 2022/06/26 05:08:03 - mmengine - INFO - Epoch(train) [62][3680/3757] lr: 7.424e-03 eta: 1 day, 8:23:28 time: 0.274 data_time: 0.029 memory: 5036 grad_norm: 6.3471 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.6400 loss: 2.6400 2022/06/26 05:08:08 - mmengine - INFO - Epoch(train) [62][3700/3757] lr: 7.424e-03 eta: 1 day, 8:23:23 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 6.7034 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1980 loss: 2.1980 2022/06/26 05:08:14 - mmengine - INFO - Epoch(train) [62][3720/3757] lr: 7.424e-03 eta: 1 day, 8:23:18 time: 0.269 data_time: 0.003 memory: 5036 grad_norm: 5.6609 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.4822 loss: 2.4822 2022/06/26 05:08:19 - mmengine - INFO - Epoch(train) [62][3740/3757] lr: 7.424e-03 eta: 1 day, 8:23:13 time: 0.241 data_time: 0.011 memory: 5036 grad_norm: 8.1194 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4442 loss: 2.4442 2022/06/26 05:08:23 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 05:08:23 - mmengine - INFO - Saving checkpoint at 62 epochs 2022/06/26 05:08:38 - mmengine - INFO - Epoch(val) [62][20/310] eta: 0:01:47 time: 0.113 data_time: 0.001 memory: 5036 2022/06/26 05:08:43 - mmengine - INFO - Epoch(val) [62][40/310] eta: 0:01:42 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 05:08:47 - mmengine - INFO - Epoch(val) [62][60/310] eta: 0:00:26 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 05:08:52 - mmengine - INFO - Epoch(val) [62][80/310] eta: 0:00:23 time: 0.104 data_time: 0.001 memory: 1723 2022/06/26 05:08:59 - mmengine - INFO - Epoch(val) [62][100/310] eta: 0:01:13 time: 0.108 data_time: 0.002 memory: 1723 2022/06/26 05:09:03 - mmengine - INFO - Epoch(val) [62][120/310] eta: 0:01:09 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 05:09:08 - mmengine - INFO - Epoch(val) [62][140/310] eta: 0:00:17 time: 0.109 data_time: 0.001 memory: 1723 2022/06/26 05:09:13 - mmengine - INFO - Epoch(val) [62][160/310] eta: 0:00:16 time: 0.108 data_time: 0.002 memory: 1723 2022/06/26 05:09:20 - mmengine - INFO - Epoch(val) [62][180/310] eta: 0:00:46 time: 0.362 data_time: 0.260 memory: 1723 2022/06/26 05:09:24 - mmengine - INFO - Epoch(val) [62][200/310] eta: 0:00:38 time: 0.103 data_time: 0.002 memory: 1723 2022/06/26 05:09:29 - mmengine - INFO - Epoch(val) [62][220/310] eta: 0:00:11 time: 0.108 data_time: 0.002 memory: 1723 2022/06/26 05:09:34 - mmengine - INFO - Epoch(val) [62][240/310] eta: 0:00:07 time: 0.103 data_time: 0.002 memory: 1723 2022/06/26 05:09:40 - mmengine - INFO - Epoch(val) [62][260/310] eta: 0:00:17 time: 0.104 data_time: 0.001 memory: 1723 2022/06/26 05:09:44 - mmengine - INFO - Epoch(val) [62][280/310] eta: 0:00:08 time: 0.108 data_time: 0.001 memory: 1723 2022/06/26 05:09:46 - mmengine - INFO - Epoch(val) [62][300/310] eta: 0:00:01 time: 0.102 data_time: 0.001 memory: 1723 2022/06/26 05:09:49 - mmengine - INFO - Epoch(val) [62][310/310] acc/top1: 0.4835 acc/top5: 0.7363 acc/mean1: 0.4835 2022/06/26 05:09:58 - mmengine - INFO - Epoch(train) [63][20/3757] lr: 7.347e-03 eta: 1 day, 8:23:07 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 5.3343 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.6425 loss: 2.6425 2022/06/26 05:10:04 - mmengine - INFO - Epoch(train) [63][40/3757] lr: 7.347e-03 eta: 1 day, 8:23:03 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 5.8350 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4946 loss: 2.4946 2022/06/26 05:10:09 - mmengine - INFO - Epoch(train) [63][60/3757] lr: 7.347e-03 eta: 1 day, 8:22:57 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 6.0277 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7313 loss: 2.7313 2022/06/26 05:10:11 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 05:10:14 - mmengine - INFO - Epoch(train) [63][80/3757] lr: 7.347e-03 eta: 1 day, 8:22:52 time: 0.246 data_time: 0.006 memory: 5036 grad_norm: 5.3382 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.9656 loss: 2.9656 2022/06/26 05:10:20 - mmengine - INFO - Epoch(train) [63][100/3757] lr: 7.347e-03 eta: 1 day, 8:22:47 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 6.1175 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3505 loss: 2.3505 2022/06/26 05:10:25 - mmengine - INFO - Epoch(train) [63][120/3757] lr: 7.347e-03 eta: 1 day, 8:22:41 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 5.1393 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6938 loss: 2.6938 2022/06/26 05:10:30 - mmengine - INFO - Epoch(train) [63][140/3757] lr: 7.347e-03 eta: 1 day, 8:22:36 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 5.8928 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7609 loss: 2.7609 2022/06/26 05:10:36 - mmengine - INFO - Epoch(train) [63][160/3757] lr: 7.347e-03 eta: 1 day, 8:22:31 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 6.3334 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.5931 loss: 2.5931 2022/06/26 05:10:41 - mmengine - INFO - Epoch(train) [63][180/3757] lr: 7.347e-03 eta: 1 day, 8:22:27 time: 0.499 data_time: 0.003 memory: 5036 grad_norm: 6.5951 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.1230 loss: 3.1230 2022/06/26 05:10:47 - mmengine - INFO - Epoch(train) [63][200/3757] lr: 7.347e-03 eta: 1 day, 8:22:22 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 7.2347 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4226 loss: 2.4226 2022/06/26 05:10:52 - mmengine - INFO - Epoch(train) [63][220/3757] lr: 7.347e-03 eta: 1 day, 8:22:16 time: 0.263 data_time: 0.005 memory: 5036 grad_norm: 6.1536 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4261 loss: 2.4261 2022/06/26 05:10:57 - mmengine - INFO - Epoch(train) [63][240/3757] lr: 7.347e-03 eta: 1 day, 8:22:11 time: 0.242 data_time: 0.003 memory: 5036 grad_norm: 5.8102 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4717 loss: 2.4717 2022/06/26 05:11:03 - mmengine - INFO - Epoch(train) [63][260/3757] lr: 7.347e-03 eta: 1 day, 8:22:06 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 6.5277 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.6585 loss: 2.6585 2022/06/26 05:11:08 - mmengine - INFO - Epoch(train) [63][280/3757] lr: 7.347e-03 eta: 1 day, 8:22:02 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 6.4208 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.6130 loss: 2.6130 2022/06/26 05:11:13 - mmengine - INFO - Epoch(train) [63][300/3757] lr: 7.347e-03 eta: 1 day, 8:21:56 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 7.1382 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.8139 loss: 2.8139 2022/06/26 05:11:19 - mmengine - INFO - Epoch(train) [63][320/3757] lr: 7.347e-03 eta: 1 day, 8:21:51 time: 0.246 data_time: 0.006 memory: 5036 grad_norm: 6.5289 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.9517 loss: 2.9517 2022/06/26 05:11:24 - mmengine - INFO - Epoch(train) [63][340/3757] lr: 7.347e-03 eta: 1 day, 8:21:46 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 6.1909 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6551 loss: 2.6551 2022/06/26 05:11:30 - mmengine - INFO - Epoch(train) [63][360/3757] lr: 7.347e-03 eta: 1 day, 8:21:41 time: 0.251 data_time: 0.012 memory: 5036 grad_norm: 6.8499 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5233 loss: 2.5233 2022/06/26 05:11:35 - mmengine - INFO - Epoch(train) [63][380/3757] lr: 7.347e-03 eta: 1 day, 8:21:36 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 4.9311 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6080 loss: 2.6080 2022/06/26 05:11:40 - mmengine - INFO - Epoch(train) [63][400/3757] lr: 7.347e-03 eta: 1 day, 8:21:30 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 6.4501 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.0861 loss: 3.0861 2022/06/26 05:11:46 - mmengine - INFO - Epoch(train) [63][420/3757] lr: 7.347e-03 eta: 1 day, 8:21:26 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 5.9227 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.8574 loss: 2.8574 2022/06/26 05:11:51 - mmengine - INFO - Epoch(train) [63][440/3757] lr: 7.347e-03 eta: 1 day, 8:21:21 time: 0.254 data_time: 0.014 memory: 5036 grad_norm: 5.9149 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4828 loss: 2.4828 2022/06/26 05:11:56 - mmengine - INFO - Epoch(train) [63][460/3757] lr: 7.347e-03 eta: 1 day, 8:21:15 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 5.6722 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7370 loss: 2.7370 2022/06/26 05:12:01 - mmengine - INFO - Epoch(train) [63][480/3757] lr: 7.347e-03 eta: 1 day, 8:21:10 time: 0.255 data_time: 0.008 memory: 5036 grad_norm: 6.9913 top1_acc: 0.0000 top5_acc: 0.6250 loss_cls: 2.5032 loss: 2.5032 2022/06/26 05:12:07 - mmengine - INFO - Epoch(train) [63][500/3757] lr: 7.347e-03 eta: 1 day, 8:21:05 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 6.5335 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4259 loss: 2.4259 2022/06/26 05:12:12 - mmengine - INFO - Epoch(train) [63][520/3757] lr: 7.347e-03 eta: 1 day, 8:20:59 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 6.0853 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 3.0399 loss: 3.0399 2022/06/26 05:12:17 - mmengine - INFO - Epoch(train) [63][540/3757] lr: 7.347e-03 eta: 1 day, 8:20:54 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 6.0114 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5293 loss: 2.5293 2022/06/26 05:12:22 - mmengine - INFO - Epoch(train) [63][560/3757] lr: 7.347e-03 eta: 1 day, 8:20:48 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 5.5307 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1994 loss: 2.1994 2022/06/26 05:12:27 - mmengine - INFO - Epoch(train) [63][580/3757] lr: 7.347e-03 eta: 1 day, 8:20:43 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 6.2442 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3826 loss: 2.3826 2022/06/26 05:12:33 - mmengine - INFO - Epoch(train) [63][600/3757] lr: 7.347e-03 eta: 1 day, 8:20:37 time: 0.257 data_time: 0.018 memory: 5036 grad_norm: 5.7418 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.5979 loss: 2.5979 2022/06/26 05:12:38 - mmengine - INFO - Epoch(train) [63][620/3757] lr: 7.347e-03 eta: 1 day, 8:20:32 time: 0.267 data_time: 0.003 memory: 5036 grad_norm: 6.7447 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4539 loss: 2.4539 2022/06/26 05:12:43 - mmengine - INFO - Epoch(train) [63][640/3757] lr: 7.347e-03 eta: 1 day, 8:20:27 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 5.0352 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.6735 loss: 2.6735 2022/06/26 05:12:48 - mmengine - INFO - Epoch(train) [63][660/3757] lr: 7.347e-03 eta: 1 day, 8:20:21 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 6.2543 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.1276 loss: 3.1276 2022/06/26 05:12:54 - mmengine - INFO - Epoch(train) [63][680/3757] lr: 7.347e-03 eta: 1 day, 8:20:16 time: 0.267 data_time: 0.024 memory: 5036 grad_norm: 6.5849 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 2.5683 loss: 2.5683 2022/06/26 05:12:59 - mmengine - INFO - Epoch(train) [63][700/3757] lr: 7.347e-03 eta: 1 day, 8:20:11 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 5.5848 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.4604 loss: 2.4604 2022/06/26 05:13:04 - mmengine - INFO - Epoch(train) [63][720/3757] lr: 7.347e-03 eta: 1 day, 8:20:05 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 6.1303 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.7454 loss: 2.7454 2022/06/26 05:13:09 - mmengine - INFO - Epoch(train) [63][740/3757] lr: 7.347e-03 eta: 1 day, 8:20:00 time: 0.251 data_time: 0.004 memory: 5036 grad_norm: 7.2100 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.8274 loss: 2.8274 2022/06/26 05:13:15 - mmengine - INFO - Epoch(train) [63][760/3757] lr: 7.347e-03 eta: 1 day, 8:19:55 time: 0.265 data_time: 0.025 memory: 5036 grad_norm: 7.1714 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.9025 loss: 2.9025 2022/06/26 05:13:20 - mmengine - INFO - Epoch(train) [63][780/3757] lr: 7.347e-03 eta: 1 day, 8:19:50 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 6.7608 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5887 loss: 2.5887 2022/06/26 05:13:25 - mmengine - INFO - Epoch(train) [63][800/3757] lr: 7.347e-03 eta: 1 day, 8:19:44 time: 0.249 data_time: 0.004 memory: 5036 grad_norm: 5.7908 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6642 loss: 2.6642 2022/06/26 05:13:30 - mmengine - INFO - Epoch(train) [63][820/3757] lr: 7.347e-03 eta: 1 day, 8:19:39 time: 0.262 data_time: 0.012 memory: 5036 grad_norm: 6.4903 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.7113 loss: 2.7113 2022/06/26 05:13:35 - mmengine - INFO - Epoch(train) [63][840/3757] lr: 7.347e-03 eta: 1 day, 8:19:33 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 6.5819 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4817 loss: 2.4817 2022/06/26 05:13:41 - mmengine - INFO - Epoch(train) [63][860/3757] lr: 7.347e-03 eta: 1 day, 8:19:28 time: 0.259 data_time: 0.015 memory: 5036 grad_norm: 6.0335 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.9112 loss: 2.9112 2022/06/26 05:13:46 - mmengine - INFO - Epoch(train) [63][880/3757] lr: 7.347e-03 eta: 1 day, 8:19:23 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 5.5373 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6443 loss: 2.6443 2022/06/26 05:13:51 - mmengine - INFO - Epoch(train) [63][900/3757] lr: 7.347e-03 eta: 1 day, 8:19:18 time: 0.272 data_time: 0.003 memory: 5036 grad_norm: 7.0194 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.2750 loss: 2.2750 2022/06/26 05:13:57 - mmengine - INFO - Epoch(train) [63][920/3757] lr: 7.347e-03 eta: 1 day, 8:19:13 time: 0.247 data_time: 0.004 memory: 5036 grad_norm: 6.8301 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4732 loss: 2.4732 2022/06/26 05:14:02 - mmengine - INFO - Epoch(train) [63][940/3757] lr: 7.347e-03 eta: 1 day, 8:19:07 time: 0.258 data_time: 0.010 memory: 5036 grad_norm: 6.2426 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9670 loss: 2.9670 2022/06/26 05:14:07 - mmengine - INFO - Epoch(train) [63][960/3757] lr: 7.347e-03 eta: 1 day, 8:19:02 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 5.9950 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.0019 loss: 3.0019 2022/06/26 05:14:13 - mmengine - INFO - Epoch(train) [63][980/3757] lr: 7.347e-03 eta: 1 day, 8:18:57 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 5.4072 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.8361 loss: 2.8361 2022/06/26 05:14:18 - mmengine - INFO - Epoch(train) [63][1000/3757] lr: 7.347e-03 eta: 1 day, 8:18:52 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.6773 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.7062 loss: 2.7062 2022/06/26 05:14:23 - mmengine - INFO - Epoch(train) [63][1020/3757] lr: 7.347e-03 eta: 1 day, 8:18:47 time: 0.267 data_time: 0.017 memory: 5036 grad_norm: 5.7506 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.5512 loss: 2.5512 2022/06/26 05:14:28 - mmengine - INFO - Epoch(train) [63][1040/3757] lr: 7.347e-03 eta: 1 day, 8:18:41 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 5.5408 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3585 loss: 2.3585 2022/06/26 05:14:34 - mmengine - INFO - Epoch(train) [63][1060/3757] lr: 7.347e-03 eta: 1 day, 8:18:37 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 5.0409 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6673 loss: 2.6673 2022/06/26 05:14:36 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 05:14:39 - mmengine - INFO - Epoch(train) [63][1080/3757] lr: 7.347e-03 eta: 1 day, 8:18:31 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 6.1591 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 2.5112 loss: 2.5112 2022/06/26 05:14:44 - mmengine - INFO - Epoch(train) [63][1100/3757] lr: 7.347e-03 eta: 1 day, 8:18:26 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 6.3132 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5198 loss: 2.5198 2022/06/26 05:14:50 - mmengine - INFO - Epoch(train) [63][1120/3757] lr: 7.347e-03 eta: 1 day, 8:18:21 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 6.7269 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.6967 loss: 2.6967 2022/06/26 05:14:55 - mmengine - INFO - Epoch(train) [63][1140/3757] lr: 7.347e-03 eta: 1 day, 8:18:15 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 6.9523 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3143 loss: 2.3143 2022/06/26 05:15:00 - mmengine - INFO - Epoch(train) [63][1160/3757] lr: 7.347e-03 eta: 1 day, 8:18:10 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 6.5959 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6084 loss: 2.6084 2022/06/26 05:15:06 - mmengine - INFO - Epoch(train) [63][1180/3757] lr: 7.347e-03 eta: 1 day, 8:18:06 time: 0.266 data_time: 0.003 memory: 5036 grad_norm: 6.0609 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7737 loss: 2.7737 2022/06/26 05:15:11 - mmengine - INFO - Epoch(train) [63][1200/3757] lr: 7.347e-03 eta: 1 day, 8:18:00 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 6.7336 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.2824 loss: 2.2824 2022/06/26 05:15:17 - mmengine - INFO - Epoch(train) [63][1220/3757] lr: 7.347e-03 eta: 1 day, 8:17:55 time: 0.279 data_time: 0.003 memory: 5036 grad_norm: 7.7397 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6300 loss: 2.6300 2022/06/26 05:15:22 - mmengine - INFO - Epoch(train) [63][1240/3757] lr: 7.347e-03 eta: 1 day, 8:17:50 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 6.7745 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0439 loss: 2.0439 2022/06/26 05:15:27 - mmengine - INFO - Epoch(train) [63][1260/3757] lr: 7.347e-03 eta: 1 day, 8:17:45 time: 0.261 data_time: 0.002 memory: 5036 grad_norm: 6.1207 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5745 loss: 2.5745 2022/06/26 05:15:32 - mmengine - INFO - Epoch(train) [63][1280/3757] lr: 7.347e-03 eta: 1 day, 8:17:39 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 6.6176 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6086 loss: 2.6086 2022/06/26 05:15:38 - mmengine - INFO - Epoch(train) [63][1300/3757] lr: 7.347e-03 eta: 1 day, 8:17:34 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 6.9031 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2708 loss: 2.2708 2022/06/26 05:15:43 - mmengine - INFO - Epoch(train) [63][1320/3757] lr: 7.347e-03 eta: 1 day, 8:17:29 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 5.7030 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.3296 loss: 2.3296 2022/06/26 05:15:48 - mmengine - INFO - Epoch(train) [63][1340/3757] lr: 7.347e-03 eta: 1 day, 8:17:23 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 6.2179 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.9380 loss: 2.9380 2022/06/26 05:15:53 - mmengine - INFO - Epoch(train) [63][1360/3757] lr: 7.347e-03 eta: 1 day, 8:17:18 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 7.5091 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.5234 loss: 2.5234 2022/06/26 05:15:59 - mmengine - INFO - Epoch(train) [63][1380/3757] lr: 7.347e-03 eta: 1 day, 8:17:13 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.0055 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5799 loss: 2.5799 2022/06/26 05:16:04 - mmengine - INFO - Epoch(train) [63][1400/3757] lr: 7.347e-03 eta: 1 day, 8:17:08 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 6.7245 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.6974 loss: 2.6974 2022/06/26 05:16:09 - mmengine - INFO - Epoch(train) [63][1420/3757] lr: 7.347e-03 eta: 1 day, 8:17:02 time: 0.263 data_time: 0.002 memory: 5036 grad_norm: 5.7947 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9633 loss: 2.9633 2022/06/26 05:16:15 - mmengine - INFO - Epoch(train) [63][1440/3757] lr: 7.347e-03 eta: 1 day, 8:16:57 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 6.1285 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3944 loss: 2.3944 2022/06/26 05:16:20 - mmengine - INFO - Epoch(train) [63][1460/3757] lr: 7.347e-03 eta: 1 day, 8:16:52 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 6.2277 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.5810 loss: 2.5810 2022/06/26 05:16:25 - mmengine - INFO - Epoch(train) [63][1480/3757] lr: 7.347e-03 eta: 1 day, 8:16:47 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 6.0224 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.8531 loss: 2.8531 2022/06/26 05:16:30 - mmengine - INFO - Epoch(train) [63][1500/3757] lr: 7.347e-03 eta: 1 day, 8:16:41 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 5.9924 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5917 loss: 2.5917 2022/06/26 05:16:36 - mmengine - INFO - Epoch(train) [63][1520/3757] lr: 7.347e-03 eta: 1 day, 8:16:36 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 5.6774 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.8115 loss: 2.8115 2022/06/26 05:16:41 - mmengine - INFO - Epoch(train) [63][1540/3757] lr: 7.347e-03 eta: 1 day, 8:16:31 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 6.2429 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.8227 loss: 2.8227 2022/06/26 05:16:46 - mmengine - INFO - Epoch(train) [63][1560/3757] lr: 7.347e-03 eta: 1 day, 8:16:26 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 6.3749 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4374 loss: 2.4374 2022/06/26 05:16:52 - mmengine - INFO - Epoch(train) [63][1580/3757] lr: 7.347e-03 eta: 1 day, 8:16:21 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 5.9618 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4384 loss: 2.4384 2022/06/26 05:16:57 - mmengine - INFO - Epoch(train) [63][1600/3757] lr: 7.347e-03 eta: 1 day, 8:16:16 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 5.8967 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9831 loss: 2.9831 2022/06/26 05:17:02 - mmengine - INFO - Epoch(train) [63][1620/3757] lr: 7.347e-03 eta: 1 day, 8:16:11 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 5.9111 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4584 loss: 2.4584 2022/06/26 05:17:08 - mmengine - INFO - Epoch(train) [63][1640/3757] lr: 7.347e-03 eta: 1 day, 8:16:05 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 6.0895 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.6931 loss: 2.6931 2022/06/26 05:17:13 - mmengine - INFO - Epoch(train) [63][1660/3757] lr: 7.347e-03 eta: 1 day, 8:16:00 time: 0.273 data_time: 0.003 memory: 5036 grad_norm: 6.4326 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5753 loss: 2.5753 2022/06/26 05:17:18 - mmengine - INFO - Epoch(train) [63][1680/3757] lr: 7.347e-03 eta: 1 day, 8:15:55 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 4.9059 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5565 loss: 2.5565 2022/06/26 05:17:23 - mmengine - INFO - Epoch(train) [63][1700/3757] lr: 7.347e-03 eta: 1 day, 8:15:49 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 8.3351 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4187 loss: 2.4187 2022/06/26 05:17:28 - mmengine - INFO - Epoch(train) [63][1720/3757] lr: 7.347e-03 eta: 1 day, 8:15:44 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 5.9176 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4187 loss: 2.4187 2022/06/26 05:17:34 - mmengine - INFO - Epoch(train) [63][1740/3757] lr: 7.347e-03 eta: 1 day, 8:15:39 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 6.2324 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.3140 loss: 3.3140 2022/06/26 05:17:39 - mmengine - INFO - Epoch(train) [63][1760/3757] lr: 7.347e-03 eta: 1 day, 8:15:33 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 6.0208 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.3587 loss: 2.3587 2022/06/26 05:17:44 - mmengine - INFO - Epoch(train) [63][1780/3757] lr: 7.347e-03 eta: 1 day, 8:15:28 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 6.0319 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7286 loss: 2.7286 2022/06/26 05:17:49 - mmengine - INFO - Epoch(train) [63][1800/3757] lr: 7.347e-03 eta: 1 day, 8:15:22 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 5.6608 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.5424 loss: 2.5424 2022/06/26 05:17:55 - mmengine - INFO - Epoch(train) [63][1820/3757] lr: 7.347e-03 eta: 1 day, 8:15:17 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 6.3897 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.1802 loss: 2.1802 2022/06/26 05:18:00 - mmengine - INFO - Epoch(train) [63][1840/3757] lr: 7.347e-03 eta: 1 day, 8:15:12 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 5.6681 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5879 loss: 2.5879 2022/06/26 05:18:05 - mmengine - INFO - Epoch(train) [63][1860/3757] lr: 7.347e-03 eta: 1 day, 8:15:07 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 5.9968 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2112 loss: 2.2112 2022/06/26 05:18:10 - mmengine - INFO - Epoch(train) [63][1880/3757] lr: 7.347e-03 eta: 1 day, 8:15:01 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 6.3559 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8762 loss: 2.8762 2022/06/26 05:18:15 - mmengine - INFO - Epoch(train) [63][1900/3757] lr: 7.347e-03 eta: 1 day, 8:14:56 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 6.9940 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9205 loss: 2.9205 2022/06/26 05:18:21 - mmengine - INFO - Epoch(train) [63][1920/3757] lr: 7.347e-03 eta: 1 day, 8:14:50 time: 0.257 data_time: 0.005 memory: 5036 grad_norm: 5.2953 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5689 loss: 2.5689 2022/06/26 05:18:26 - mmengine - INFO - Epoch(train) [63][1940/3757] lr: 7.347e-03 eta: 1 day, 8:14:45 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 5.9291 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0724 loss: 3.0724 2022/06/26 05:18:31 - mmengine - INFO - Epoch(train) [63][1960/3757] lr: 7.347e-03 eta: 1 day, 8:14:40 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 7.0635 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1437 loss: 2.1437 2022/06/26 05:18:36 - mmengine - INFO - Epoch(train) [63][1980/3757] lr: 7.347e-03 eta: 1 day, 8:14:34 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 5.6870 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.9290 loss: 2.9290 2022/06/26 05:18:42 - mmengine - INFO - Epoch(train) [63][2000/3757] lr: 7.347e-03 eta: 1 day, 8:14:29 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 6.3418 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.0069 loss: 3.0069 2022/06/26 05:18:47 - mmengine - INFO - Epoch(train) [63][2020/3757] lr: 7.347e-03 eta: 1 day, 8:14:24 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 5.9522 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3136 loss: 2.3136 2022/06/26 05:18:52 - mmengine - INFO - Epoch(train) [63][2040/3757] lr: 7.347e-03 eta: 1 day, 8:14:19 time: 0.253 data_time: 0.004 memory: 5036 grad_norm: 7.7137 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.9252 loss: 2.9252 2022/06/26 05:18:58 - mmengine - INFO - Epoch(train) [63][2060/3757] lr: 7.347e-03 eta: 1 day, 8:14:13 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 6.0910 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.6818 loss: 2.6818 2022/06/26 05:18:59 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 05:19:03 - mmengine - INFO - Epoch(train) [63][2080/3757] lr: 7.347e-03 eta: 1 day, 8:14:09 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 5.9126 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.5468 loss: 2.5468 2022/06/26 05:19:09 - mmengine - INFO - Epoch(train) [63][2100/3757] lr: 7.347e-03 eta: 1 day, 8:14:04 time: 0.267 data_time: 0.003 memory: 5036 grad_norm: 7.3619 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0784 loss: 3.0784 2022/06/26 05:19:14 - mmengine - INFO - Epoch(train) [63][2120/3757] lr: 7.347e-03 eta: 1 day, 8:13:59 time: 0.272 data_time: 0.003 memory: 5036 grad_norm: 5.6152 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.8138 loss: 2.8138 2022/06/26 05:19:19 - mmengine - INFO - Epoch(train) [63][2140/3757] lr: 7.347e-03 eta: 1 day, 8:13:53 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 5.6606 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2607 loss: 2.2607 2022/06/26 05:19:24 - mmengine - INFO - Epoch(train) [63][2160/3757] lr: 7.347e-03 eta: 1 day, 8:13:48 time: 0.265 data_time: 0.006 memory: 5036 grad_norm: 5.4328 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.4626 loss: 2.4626 2022/06/26 05:19:30 - mmengine - INFO - Epoch(train) [63][2180/3757] lr: 7.347e-03 eta: 1 day, 8:13:43 time: 0.270 data_time: 0.003 memory: 5036 grad_norm: 5.8407 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7157 loss: 2.7157 2022/06/26 05:19:35 - mmengine - INFO - Epoch(train) [63][2200/3757] lr: 7.347e-03 eta: 1 day, 8:13:37 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 6.2741 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7258 loss: 2.7258 2022/06/26 05:19:40 - mmengine - INFO - Epoch(train) [63][2220/3757] lr: 7.347e-03 eta: 1 day, 8:13:32 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 5.4563 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8481 loss: 2.8481 2022/06/26 05:19:46 - mmengine - INFO - Epoch(train) [63][2240/3757] lr: 7.347e-03 eta: 1 day, 8:13:27 time: 0.258 data_time: 0.010 memory: 5036 grad_norm: 6.1452 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8706 loss: 2.8706 2022/06/26 05:19:51 - mmengine - INFO - Epoch(train) [63][2260/3757] lr: 7.347e-03 eta: 1 day, 8:13:22 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 5.5344 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9860 loss: 2.9860 2022/06/26 05:19:56 - mmengine - INFO - Epoch(train) [63][2280/3757] lr: 7.347e-03 eta: 1 day, 8:13:17 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 5.6243 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4665 loss: 2.4665 2022/06/26 05:20:01 - mmengine - INFO - Epoch(train) [63][2300/3757] lr: 7.347e-03 eta: 1 day, 8:13:12 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 5.7407 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.5667 loss: 2.5667 2022/06/26 05:20:07 - mmengine - INFO - Epoch(train) [63][2320/3757] lr: 7.347e-03 eta: 1 day, 8:13:06 time: 0.265 data_time: 0.011 memory: 5036 grad_norm: 7.0982 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9104 loss: 2.9104 2022/06/26 05:20:12 - mmengine - INFO - Epoch(train) [63][2340/3757] lr: 7.347e-03 eta: 1 day, 8:13:01 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 5.7694 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.2813 loss: 2.2813 2022/06/26 05:20:17 - mmengine - INFO - Epoch(train) [63][2360/3757] lr: 7.347e-03 eta: 1 day, 8:12:55 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 7.0526 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.8729 loss: 2.8729 2022/06/26 05:20:22 - mmengine - INFO - Epoch(train) [63][2380/3757] lr: 7.347e-03 eta: 1 day, 8:12:50 time: 0.250 data_time: 0.008 memory: 5036 grad_norm: 5.2293 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.8799 loss: 2.8799 2022/06/26 05:20:28 - mmengine - INFO - Epoch(train) [63][2400/3757] lr: 7.347e-03 eta: 1 day, 8:12:45 time: 0.257 data_time: 0.014 memory: 5036 grad_norm: 6.7750 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5203 loss: 2.5203 2022/06/26 05:20:33 - mmengine - INFO - Epoch(train) [63][2420/3757] lr: 7.347e-03 eta: 1 day, 8:12:40 time: 0.247 data_time: 0.004 memory: 5036 grad_norm: 5.6523 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7014 loss: 2.7014 2022/06/26 05:20:38 - mmengine - INFO - Epoch(train) [63][2440/3757] lr: 7.347e-03 eta: 1 day, 8:12:35 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 6.9406 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5024 loss: 2.5024 2022/06/26 05:20:44 - mmengine - INFO - Epoch(train) [63][2460/3757] lr: 7.347e-03 eta: 1 day, 8:12:29 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 6.2778 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5172 loss: 2.5172 2022/06/26 05:20:49 - mmengine - INFO - Epoch(train) [63][2480/3757] lr: 7.347e-03 eta: 1 day, 8:12:24 time: 0.258 data_time: 0.014 memory: 5036 grad_norm: 6.0045 top1_acc: 0.1250 top5_acc: 0.8750 loss_cls: 2.6764 loss: 2.6764 2022/06/26 05:20:54 - mmengine - INFO - Epoch(train) [63][2500/3757] lr: 7.347e-03 eta: 1 day, 8:12:18 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 6.1568 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.3891 loss: 2.3891 2022/06/26 05:20:59 - mmengine - INFO - Epoch(train) [63][2520/3757] lr: 7.347e-03 eta: 1 day, 8:12:13 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 6.2386 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.5165 loss: 2.5165 2022/06/26 05:21:05 - mmengine - INFO - Epoch(train) [63][2540/3757] lr: 7.347e-03 eta: 1 day, 8:12:08 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 5.6966 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6415 loss: 2.6415 2022/06/26 05:21:10 - mmengine - INFO - Epoch(train) [63][2560/3757] lr: 7.347e-03 eta: 1 day, 8:12:03 time: 0.258 data_time: 0.019 memory: 5036 grad_norm: 5.8921 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9364 loss: 2.9364 2022/06/26 05:21:15 - mmengine - INFO - Epoch(train) [63][2580/3757] lr: 7.347e-03 eta: 1 day, 8:11:58 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 5.7020 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.6313 loss: 2.6313 2022/06/26 05:21:20 - mmengine - INFO - Epoch(train) [63][2600/3757] lr: 7.347e-03 eta: 1 day, 8:11:52 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 6.2379 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4415 loss: 2.4415 2022/06/26 05:21:26 - mmengine - INFO - Epoch(train) [63][2620/3757] lr: 7.347e-03 eta: 1 day, 8:11:47 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 6.6976 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.7951 loss: 2.7951 2022/06/26 05:21:31 - mmengine - INFO - Epoch(train) [63][2640/3757] lr: 7.347e-03 eta: 1 day, 8:11:42 time: 0.262 data_time: 0.023 memory: 5036 grad_norm: 6.6778 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.4279 loss: 2.4279 2022/06/26 05:21:36 - mmengine - INFO - Epoch(train) [63][2660/3757] lr: 7.347e-03 eta: 1 day, 8:11:37 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 5.7321 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4630 loss: 2.4630 2022/06/26 05:21:42 - mmengine - INFO - Epoch(train) [63][2680/3757] lr: 7.347e-03 eta: 1 day, 8:11:32 time: 0.268 data_time: 0.004 memory: 5036 grad_norm: 7.4282 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5218 loss: 2.5218 2022/06/26 05:21:47 - mmengine - INFO - Epoch(train) [63][2700/3757] lr: 7.347e-03 eta: 1 day, 8:11:26 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 6.0881 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8386 loss: 2.8386 2022/06/26 05:21:52 - mmengine - INFO - Epoch(train) [63][2720/3757] lr: 7.347e-03 eta: 1 day, 8:11:21 time: 0.259 data_time: 0.009 memory: 5036 grad_norm: 6.0081 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6681 loss: 2.6681 2022/06/26 05:21:58 - mmengine - INFO - Epoch(train) [63][2740/3757] lr: 7.347e-03 eta: 1 day, 8:11:16 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 6.3604 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.4391 loss: 2.4391 2022/06/26 05:22:03 - mmengine - INFO - Epoch(train) [63][2760/3757] lr: 7.347e-03 eta: 1 day, 8:11:11 time: 0.289 data_time: 0.003 memory: 5036 grad_norm: 6.0846 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6168 loss: 2.6168 2022/06/26 05:22:08 - mmengine - INFO - Epoch(train) [63][2780/3757] lr: 7.347e-03 eta: 1 day, 8:11:05 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 5.8221 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2717 loss: 2.2717 2022/06/26 05:22:13 - mmengine - INFO - Epoch(train) [63][2800/3757] lr: 7.347e-03 eta: 1 day, 8:11:00 time: 0.252 data_time: 0.004 memory: 5036 grad_norm: 7.1455 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.8593 loss: 2.8593 2022/06/26 05:22:19 - mmengine - INFO - Epoch(train) [63][2820/3757] lr: 7.347e-03 eta: 1 day, 8:10:55 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 7.1547 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7703 loss: 2.7703 2022/06/26 05:22:24 - mmengine - INFO - Epoch(train) [63][2840/3757] lr: 7.347e-03 eta: 1 day, 8:10:49 time: 0.255 data_time: 0.005 memory: 5036 grad_norm: 6.3941 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5398 loss: 2.5398 2022/06/26 05:22:29 - mmengine - INFO - Epoch(train) [63][2860/3757] lr: 7.347e-03 eta: 1 day, 8:10:44 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 6.7873 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1117 loss: 3.1117 2022/06/26 05:22:34 - mmengine - INFO - Epoch(train) [63][2880/3757] lr: 7.347e-03 eta: 1 day, 8:10:39 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 6.4501 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.4997 loss: 2.4997 2022/06/26 05:22:40 - mmengine - INFO - Epoch(train) [63][2900/3757] lr: 7.347e-03 eta: 1 day, 8:10:33 time: 0.261 data_time: 0.005 memory: 5036 grad_norm: 6.4375 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.2626 loss: 3.2626 2022/06/26 05:22:45 - mmengine - INFO - Epoch(train) [63][2920/3757] lr: 7.347e-03 eta: 1 day, 8:10:28 time: 0.257 data_time: 0.011 memory: 5036 grad_norm: 6.2431 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4537 loss: 2.4537 2022/06/26 05:22:50 - mmengine - INFO - Epoch(train) [63][2940/3757] lr: 7.347e-03 eta: 1 day, 8:10:23 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 6.1485 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3628 loss: 3.3628 2022/06/26 05:22:55 - mmengine - INFO - Epoch(train) [63][2960/3757] lr: 7.347e-03 eta: 1 day, 8:10:17 time: 0.253 data_time: 0.008 memory: 5036 grad_norm: 6.1433 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9728 loss: 2.9728 2022/06/26 05:23:00 - mmengine - INFO - Epoch(train) [63][2980/3757] lr: 7.347e-03 eta: 1 day, 8:10:12 time: 0.257 data_time: 0.005 memory: 5036 grad_norm: 6.5653 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6878 loss: 2.6878 2022/06/26 05:23:06 - mmengine - INFO - Epoch(train) [63][3000/3757] lr: 7.347e-03 eta: 1 day, 8:10:07 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 6.5233 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.9858 loss: 2.9858 2022/06/26 05:23:11 - mmengine - INFO - Epoch(train) [63][3020/3757] lr: 7.347e-03 eta: 1 day, 8:10:02 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 6.6388 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6510 loss: 2.6510 2022/06/26 05:23:16 - mmengine - INFO - Epoch(train) [63][3040/3757] lr: 7.347e-03 eta: 1 day, 8:09:56 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 7.8118 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1048 loss: 3.1048 2022/06/26 05:23:21 - mmengine - INFO - Epoch(train) [63][3060/3757] lr: 7.347e-03 eta: 1 day, 8:09:51 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 5.8958 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0067 loss: 3.0067 2022/06/26 05:23:23 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 05:23:27 - mmengine - INFO - Epoch(train) [63][3080/3757] lr: 7.347e-03 eta: 1 day, 8:09:45 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 6.9379 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7959 loss: 2.7959 2022/06/26 05:23:32 - mmengine - INFO - Epoch(train) [63][3100/3757] lr: 7.347e-03 eta: 1 day, 8:09:40 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 5.9776 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9481 loss: 2.9481 2022/06/26 05:23:37 - mmengine - INFO - Epoch(train) [63][3120/3757] lr: 7.347e-03 eta: 1 day, 8:09:34 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 6.5682 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.8152 loss: 2.8152 2022/06/26 05:23:42 - mmengine - INFO - Epoch(train) [63][3140/3757] lr: 7.347e-03 eta: 1 day, 8:09:29 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 4.6848 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1548 loss: 2.1548 2022/06/26 05:23:47 - mmengine - INFO - Epoch(train) [63][3160/3757] lr: 7.347e-03 eta: 1 day, 8:09:24 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 6.4415 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3707 loss: 2.3707 2022/06/26 05:23:53 - mmengine - INFO - Epoch(train) [63][3180/3757] lr: 7.347e-03 eta: 1 day, 8:09:18 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 5.5782 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.4480 loss: 2.4480 2022/06/26 05:23:58 - mmengine - INFO - Epoch(train) [63][3200/3757] lr: 7.347e-03 eta: 1 day, 8:09:13 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 6.2094 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7862 loss: 2.7862 2022/06/26 05:24:03 - mmengine - INFO - Epoch(train) [63][3220/3757] lr: 7.347e-03 eta: 1 day, 8:09:08 time: 0.497 data_time: 0.019 memory: 5036 grad_norm: 7.0020 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.6674 loss: 2.6674 2022/06/26 05:24:09 - mmengine - INFO - Epoch(train) [63][3240/3757] lr: 7.347e-03 eta: 1 day, 8:09:03 time: 0.258 data_time: 0.013 memory: 5036 grad_norm: 5.7248 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0663 loss: 2.0663 2022/06/26 05:24:14 - mmengine - INFO - Epoch(train) [63][3260/3757] lr: 7.347e-03 eta: 1 day, 8:08:57 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 5.9295 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.5183 loss: 2.5183 2022/06/26 05:24:19 - mmengine - INFO - Epoch(train) [63][3280/3757] lr: 7.347e-03 eta: 1 day, 8:08:52 time: 0.271 data_time: 0.003 memory: 5036 grad_norm: 6.4794 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7494 loss: 2.7494 2022/06/26 05:24:25 - mmengine - INFO - Epoch(train) [63][3300/3757] lr: 7.347e-03 eta: 1 day, 8:08:48 time: 0.273 data_time: 0.029 memory: 5036 grad_norm: 5.5355 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8730 loss: 2.8730 2022/06/26 05:24:30 - mmengine - INFO - Epoch(train) [63][3320/3757] lr: 7.347e-03 eta: 1 day, 8:08:42 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 6.1196 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8807 loss: 2.8807 2022/06/26 05:24:35 - mmengine - INFO - Epoch(train) [63][3340/3757] lr: 7.347e-03 eta: 1 day, 8:08:37 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 6.6520 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.5316 loss: 2.5316 2022/06/26 05:24:41 - mmengine - INFO - Epoch(train) [63][3360/3757] lr: 7.347e-03 eta: 1 day, 8:08:32 time: 0.279 data_time: 0.003 memory: 5036 grad_norm: 6.4028 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.0665 loss: 3.0665 2022/06/26 05:24:46 - mmengine - INFO - Epoch(train) [63][3380/3757] lr: 7.347e-03 eta: 1 day, 8:08:27 time: 0.282 data_time: 0.038 memory: 5036 grad_norm: 6.4429 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.6492 loss: 2.6492 2022/06/26 05:24:51 - mmengine - INFO - Epoch(train) [63][3400/3757] lr: 7.347e-03 eta: 1 day, 8:08:22 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 6.8422 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4811 loss: 2.4811 2022/06/26 05:24:57 - mmengine - INFO - Epoch(train) [63][3420/3757] lr: 7.347e-03 eta: 1 day, 8:08:17 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 6.2929 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9437 loss: 2.9437 2022/06/26 05:25:02 - mmengine - INFO - Epoch(train) [63][3440/3757] lr: 7.347e-03 eta: 1 day, 8:08:12 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 6.2824 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8560 loss: 2.8560 2022/06/26 05:25:08 - mmengine - INFO - Epoch(train) [63][3460/3757] lr: 7.347e-03 eta: 1 day, 8:08:07 time: 0.271 data_time: 0.032 memory: 5036 grad_norm: 6.9456 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.5788 loss: 2.5788 2022/06/26 05:25:13 - mmengine - INFO - Epoch(train) [63][3480/3757] lr: 7.347e-03 eta: 1 day, 8:08:02 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 6.1149 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.1889 loss: 2.1889 2022/06/26 05:25:18 - mmengine - INFO - Epoch(train) [63][3500/3757] lr: 7.347e-03 eta: 1 day, 8:07:56 time: 0.250 data_time: 0.009 memory: 5036 grad_norm: 6.0569 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7006 loss: 2.7006 2022/06/26 05:25:24 - mmengine - INFO - Epoch(train) [63][3520/3757] lr: 7.347e-03 eta: 1 day, 8:07:52 time: 0.616 data_time: 0.019 memory: 5036 grad_norm: 6.5142 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.4847 loss: 2.4847 2022/06/26 05:25:29 - mmengine - INFO - Epoch(train) [63][3540/3757] lr: 7.347e-03 eta: 1 day, 8:07:46 time: 0.277 data_time: 0.038 memory: 5036 grad_norm: 5.9656 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.4557 loss: 2.4557 2022/06/26 05:25:34 - mmengine - INFO - Epoch(train) [63][3560/3757] lr: 7.347e-03 eta: 1 day, 8:07:41 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 7.2929 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.0507 loss: 3.0507 2022/06/26 05:25:40 - mmengine - INFO - Epoch(train) [63][3580/3757] lr: 7.347e-03 eta: 1 day, 8:07:36 time: 0.270 data_time: 0.006 memory: 5036 grad_norm: 5.3624 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5114 loss: 2.5114 2022/06/26 05:25:45 - mmengine - INFO - Epoch(train) [63][3600/3757] lr: 7.347e-03 eta: 1 day, 8:07:30 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 5.6548 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5313 loss: 2.5313 2022/06/26 05:25:50 - mmengine - INFO - Epoch(train) [63][3620/3757] lr: 7.347e-03 eta: 1 day, 8:07:25 time: 0.258 data_time: 0.017 memory: 5036 grad_norm: 5.8973 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.9332 loss: 2.9332 2022/06/26 05:25:55 - mmengine - INFO - Epoch(train) [63][3640/3757] lr: 7.347e-03 eta: 1 day, 8:07:19 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 5.8557 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6489 loss: 2.6489 2022/06/26 05:26:00 - mmengine - INFO - Epoch(train) [63][3660/3757] lr: 7.347e-03 eta: 1 day, 8:07:14 time: 0.248 data_time: 0.008 memory: 5036 grad_norm: 5.1995 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.6623 loss: 2.6623 2022/06/26 05:26:05 - mmengine - INFO - Epoch(train) [63][3680/3757] lr: 7.347e-03 eta: 1 day, 8:07:08 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 6.3457 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8256 loss: 2.8256 2022/06/26 05:26:11 - mmengine - INFO - Epoch(train) [63][3700/3757] lr: 7.347e-03 eta: 1 day, 8:07:03 time: 0.256 data_time: 0.014 memory: 5036 grad_norm: 6.5450 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3694 loss: 2.3694 2022/06/26 05:26:16 - mmengine - INFO - Epoch(train) [63][3720/3757] lr: 7.347e-03 eta: 1 day, 8:06:58 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 6.4743 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.6409 loss: 2.6409 2022/06/26 05:26:21 - mmengine - INFO - Epoch(train) [63][3740/3757] lr: 7.347e-03 eta: 1 day, 8:06:52 time: 0.247 data_time: 0.002 memory: 5036 grad_norm: 6.6442 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8656 loss: 2.8656 2022/06/26 05:26:25 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 05:26:25 - mmengine - INFO - Saving checkpoint at 63 epochs 2022/06/26 05:26:38 - mmengine - INFO - Epoch(val) [63][20/310] eta: 0:01:48 time: 0.371 data_time: 0.269 memory: 5036 2022/06/26 05:26:43 - mmengine - INFO - Epoch(val) [63][40/310] eta: 0:01:35 time: 0.109 data_time: 0.001 memory: 1723 2022/06/26 05:26:47 - mmengine - INFO - Epoch(val) [63][60/310] eta: 0:00:27 time: 0.109 data_time: 0.002 memory: 1723 2022/06/26 05:26:52 - mmengine - INFO - Epoch(val) [63][80/310] eta: 0:00:24 time: 0.104 data_time: 0.001 memory: 1723 2022/06/26 05:26:59 - mmengine - INFO - Epoch(val) [63][100/310] eta: 0:01:20 time: 0.107 data_time: 0.001 memory: 1723 2022/06/26 05:27:04 - mmengine - INFO - Epoch(val) [63][120/310] eta: 0:01:11 time: 0.103 data_time: 0.002 memory: 1723 2022/06/26 05:27:09 - mmengine - INFO - Epoch(val) [63][140/310] eta: 0:00:27 time: 0.108 data_time: 0.001 memory: 1723 2022/06/26 05:27:13 - mmengine - INFO - Epoch(val) [63][160/310] eta: 0:00:15 time: 0.108 data_time: 0.001 memory: 1723 2022/06/26 05:27:20 - mmengine - INFO - Epoch(val) [63][180/310] eta: 0:00:40 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 05:27:25 - mmengine - INFO - Epoch(val) [63][200/310] eta: 0:00:41 time: 0.404 data_time: 0.302 memory: 1723 2022/06/26 05:27:29 - mmengine - INFO - Epoch(val) [63][220/310] eta: 0:00:09 time: 0.110 data_time: 0.002 memory: 1723 2022/06/26 05:27:34 - mmengine - INFO - Epoch(val) [63][240/310] eta: 0:00:07 time: 0.109 data_time: 0.002 memory: 1723 2022/06/26 05:27:42 - mmengine - INFO - Epoch(val) [63][260/310] eta: 0:00:18 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 05:27:46 - mmengine - INFO - Epoch(val) [63][280/310] eta: 0:00:08 time: 0.114 data_time: 0.002 memory: 1723 2022/06/26 05:27:48 - mmengine - INFO - Epoch(val) [63][300/310] eta: 0:00:01 time: 0.102 data_time: 0.001 memory: 1723 2022/06/26 05:27:50 - mmengine - INFO - Epoch(val) [63][310/310] acc/top1: 0.4710 acc/top5: 0.7279 acc/mean1: 0.4710 2022/06/26 05:28:00 - mmengine - INFO - Epoch(train) [64][20/3757] lr: 7.270e-03 eta: 1 day, 8:06:47 time: 0.266 data_time: 0.003 memory: 5036 grad_norm: 6.1133 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9002 loss: 2.9002 2022/06/26 05:28:05 - mmengine - INFO - Epoch(train) [64][40/3757] lr: 7.270e-03 eta: 1 day, 8:06:42 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 5.7064 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7397 loss: 2.7397 2022/06/26 05:28:10 - mmengine - INFO - Epoch(train) [64][60/3757] lr: 7.270e-03 eta: 1 day, 8:06:37 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 6.9235 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.8565 loss: 2.8565 2022/06/26 05:28:16 - mmengine - INFO - Epoch(train) [64][80/3757] lr: 7.270e-03 eta: 1 day, 8:06:32 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 5.9705 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.0647 loss: 3.0647 2022/06/26 05:28:21 - mmengine - INFO - Epoch(train) [64][100/3757] lr: 7.270e-03 eta: 1 day, 8:06:27 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 6.2439 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.7757 loss: 2.7757 2022/06/26 05:28:27 - mmengine - INFO - Epoch(train) [64][120/3757] lr: 7.270e-03 eta: 1 day, 8:06:21 time: 0.247 data_time: 0.004 memory: 5036 grad_norm: 5.5118 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6718 loss: 2.6718 2022/06/26 05:28:32 - mmengine - INFO - Epoch(train) [64][140/3757] lr: 7.270e-03 eta: 1 day, 8:06:16 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 5.5526 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9469 loss: 2.9469 2022/06/26 05:28:37 - mmengine - INFO - Epoch(train) [64][160/3757] lr: 7.270e-03 eta: 1 day, 8:06:11 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 6.3236 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5794 loss: 2.5794 2022/06/26 05:28:43 - mmengine - INFO - Epoch(train) [64][180/3757] lr: 7.270e-03 eta: 1 day, 8:06:06 time: 0.267 data_time: 0.006 memory: 5036 grad_norm: 6.3976 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5966 loss: 2.5966 2022/06/26 05:28:48 - mmengine - INFO - Epoch(train) [64][200/3757] lr: 7.270e-03 eta: 1 day, 8:06:00 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 6.3993 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5553 loss: 2.5553 2022/06/26 05:28:53 - mmengine - INFO - Epoch(train) [64][220/3757] lr: 7.270e-03 eta: 1 day, 8:05:55 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 5.9077 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.1913 loss: 3.1913 2022/06/26 05:28:59 - mmengine - INFO - Epoch(train) [64][240/3757] lr: 7.270e-03 eta: 1 day, 8:05:51 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 5.6352 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2372 loss: 2.2372 2022/06/26 05:29:04 - mmengine - INFO - Epoch(train) [64][260/3757] lr: 7.270e-03 eta: 1 day, 8:05:46 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 5.8798 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4904 loss: 2.4904 2022/06/26 05:29:09 - mmengine - INFO - Epoch(train) [64][280/3757] lr: 7.270e-03 eta: 1 day, 8:05:40 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 6.0427 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6352 loss: 2.6352 2022/06/26 05:29:15 - mmengine - INFO - Epoch(train) [64][300/3757] lr: 7.270e-03 eta: 1 day, 8:05:36 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 5.5083 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7725 loss: 2.7725 2022/06/26 05:29:17 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 05:29:20 - mmengine - INFO - Epoch(train) [64][320/3757] lr: 7.270e-03 eta: 1 day, 8:05:30 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 5.3886 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.4590 loss: 2.4590 2022/06/26 05:29:25 - mmengine - INFO - Epoch(train) [64][340/3757] lr: 7.270e-03 eta: 1 day, 8:05:25 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 7.8563 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8503 loss: 2.8503 2022/06/26 05:29:31 - mmengine - INFO - Epoch(train) [64][360/3757] lr: 7.270e-03 eta: 1 day, 8:05:19 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 6.1382 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6177 loss: 2.6177 2022/06/26 05:29:36 - mmengine - INFO - Epoch(train) [64][380/3757] lr: 7.270e-03 eta: 1 day, 8:05:14 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 5.8855 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9034 loss: 2.9034 2022/06/26 05:29:41 - mmengine - INFO - Epoch(train) [64][400/3757] lr: 7.270e-03 eta: 1 day, 8:05:09 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 6.7460 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8811 loss: 2.8811 2022/06/26 05:29:46 - mmengine - INFO - Epoch(train) [64][420/3757] lr: 7.270e-03 eta: 1 day, 8:05:03 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 6.4756 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.3574 loss: 2.3574 2022/06/26 05:29:51 - mmengine - INFO - Epoch(train) [64][440/3757] lr: 7.270e-03 eta: 1 day, 8:04:58 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 5.6222 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3320 loss: 2.3320 2022/06/26 05:29:57 - mmengine - INFO - Epoch(train) [64][460/3757] lr: 7.270e-03 eta: 1 day, 8:04:52 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 5.7590 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7760 loss: 2.7760 2022/06/26 05:30:02 - mmengine - INFO - Epoch(train) [64][480/3757] lr: 7.270e-03 eta: 1 day, 8:04:47 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 5.9455 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2314 loss: 2.2314 2022/06/26 05:30:07 - mmengine - INFO - Epoch(train) [64][500/3757] lr: 7.270e-03 eta: 1 day, 8:04:43 time: 0.250 data_time: 0.004 memory: 5036 grad_norm: 5.3936 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.0809 loss: 3.0809 2022/06/26 05:30:13 - mmengine - INFO - Epoch(train) [64][520/3757] lr: 7.270e-03 eta: 1 day, 8:04:37 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 5.8196 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.1872 loss: 2.1872 2022/06/26 05:30:18 - mmengine - INFO - Epoch(train) [64][540/3757] lr: 7.270e-03 eta: 1 day, 8:04:32 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 5.4542 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6386 loss: 2.6386 2022/06/26 05:30:23 - mmengine - INFO - Epoch(train) [64][560/3757] lr: 7.270e-03 eta: 1 day, 8:04:26 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 6.8157 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1357 loss: 3.1357 2022/06/26 05:30:29 - mmengine - INFO - Epoch(train) [64][580/3757] lr: 7.270e-03 eta: 1 day, 8:04:22 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 5.7239 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8518 loss: 2.8518 2022/06/26 05:30:34 - mmengine - INFO - Epoch(train) [64][600/3757] lr: 7.270e-03 eta: 1 day, 8:04:16 time: 0.267 data_time: 0.003 memory: 5036 grad_norm: 6.3696 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.7009 loss: 2.7009 2022/06/26 05:30:39 - mmengine - INFO - Epoch(train) [64][620/3757] lr: 7.270e-03 eta: 1 day, 8:04:11 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 6.1617 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1247 loss: 2.1247 2022/06/26 05:30:44 - mmengine - INFO - Epoch(train) [64][640/3757] lr: 7.270e-03 eta: 1 day, 8:04:06 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 6.3780 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8169 loss: 2.8169 2022/06/26 05:30:50 - mmengine - INFO - Epoch(train) [64][660/3757] lr: 7.270e-03 eta: 1 day, 8:04:01 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 5.8387 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.6381 loss: 2.6381 2022/06/26 05:30:55 - mmengine - INFO - Epoch(train) [64][680/3757] lr: 7.270e-03 eta: 1 day, 8:03:56 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 6.4342 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.6351 loss: 2.6351 2022/06/26 05:31:00 - mmengine - INFO - Epoch(train) [64][700/3757] lr: 7.270e-03 eta: 1 day, 8:03:50 time: 0.258 data_time: 0.002 memory: 5036 grad_norm: 5.9273 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.3869 loss: 2.3869 2022/06/26 05:31:06 - mmengine - INFO - Epoch(train) [64][720/3757] lr: 7.270e-03 eta: 1 day, 8:03:45 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 6.3590 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4538 loss: 2.4538 2022/06/26 05:31:11 - mmengine - INFO - Epoch(train) [64][740/3757] lr: 7.270e-03 eta: 1 day, 8:03:40 time: 0.266 data_time: 0.003 memory: 5036 grad_norm: 6.9490 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.8390 loss: 2.8390 2022/06/26 05:31:16 - mmengine - INFO - Epoch(train) [64][760/3757] lr: 7.270e-03 eta: 1 day, 8:03:35 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 6.7895 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8004 loss: 2.8004 2022/06/26 05:31:21 - mmengine - INFO - Epoch(train) [64][780/3757] lr: 7.270e-03 eta: 1 day, 8:03:29 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 5.7161 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9496 loss: 2.9496 2022/06/26 05:31:27 - mmengine - INFO - Epoch(train) [64][800/3757] lr: 7.270e-03 eta: 1 day, 8:03:24 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 5.7788 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.4984 loss: 2.4984 2022/06/26 05:31:32 - mmengine - INFO - Epoch(train) [64][820/3757] lr: 7.270e-03 eta: 1 day, 8:03:18 time: 0.267 data_time: 0.003 memory: 5036 grad_norm: 6.0392 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.5547 loss: 2.5547 2022/06/26 05:31:37 - mmengine - INFO - Epoch(train) [64][840/3757] lr: 7.270e-03 eta: 1 day, 8:03:13 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 5.1544 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4836 loss: 2.4836 2022/06/26 05:31:42 - mmengine - INFO - Epoch(train) [64][860/3757] lr: 7.270e-03 eta: 1 day, 8:03:08 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 6.2821 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8397 loss: 2.8397 2022/06/26 05:31:48 - mmengine - INFO - Epoch(train) [64][880/3757] lr: 7.270e-03 eta: 1 day, 8:03:03 time: 0.247 data_time: 0.004 memory: 5036 grad_norm: 6.3605 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.6861 loss: 2.6861 2022/06/26 05:31:53 - mmengine - INFO - Epoch(train) [64][900/3757] lr: 7.270e-03 eta: 1 day, 8:02:57 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 6.1127 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9552 loss: 2.9552 2022/06/26 05:31:58 - mmengine - INFO - Epoch(train) [64][920/3757] lr: 7.270e-03 eta: 1 day, 8:02:52 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 6.1984 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9786 loss: 2.9786 2022/06/26 05:32:03 - mmengine - INFO - Epoch(train) [64][940/3757] lr: 7.270e-03 eta: 1 day, 8:02:46 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 7.2971 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6750 loss: 2.6750 2022/06/26 05:32:08 - mmengine - INFO - Epoch(train) [64][960/3757] lr: 7.270e-03 eta: 1 day, 8:02:41 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 6.2800 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.4127 loss: 2.4127 2022/06/26 05:32:14 - mmengine - INFO - Epoch(train) [64][980/3757] lr: 7.270e-03 eta: 1 day, 8:02:36 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 6.8851 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.8310 loss: 2.8310 2022/06/26 05:32:19 - mmengine - INFO - Epoch(train) [64][1000/3757] lr: 7.270e-03 eta: 1 day, 8:02:30 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 4.9346 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8744 loss: 2.8744 2022/06/26 05:32:24 - mmengine - INFO - Epoch(train) [64][1020/3757] lr: 7.270e-03 eta: 1 day, 8:02:25 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 6.4221 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.0173 loss: 3.0173 2022/06/26 05:32:29 - mmengine - INFO - Epoch(train) [64][1040/3757] lr: 7.270e-03 eta: 1 day, 8:02:19 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 5.5692 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.8052 loss: 2.8052 2022/06/26 05:32:34 - mmengine - INFO - Epoch(train) [64][1060/3757] lr: 7.270e-03 eta: 1 day, 8:02:14 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 5.2386 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2091 loss: 2.2091 2022/06/26 05:32:40 - mmengine - INFO - Epoch(train) [64][1080/3757] lr: 7.270e-03 eta: 1 day, 8:02:08 time: 0.253 data_time: 0.004 memory: 5036 grad_norm: 5.5497 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8837 loss: 2.8837 2022/06/26 05:32:45 - mmengine - INFO - Epoch(train) [64][1100/3757] lr: 7.270e-03 eta: 1 day, 8:02:03 time: 0.271 data_time: 0.009 memory: 5036 grad_norm: 6.0517 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.7983 loss: 2.7983 2022/06/26 05:32:50 - mmengine - INFO - Epoch(train) [64][1120/3757] lr: 7.270e-03 eta: 1 day, 8:01:58 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 6.1871 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.2496 loss: 2.2496 2022/06/26 05:32:55 - mmengine - INFO - Epoch(train) [64][1140/3757] lr: 7.270e-03 eta: 1 day, 8:01:53 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 5.3742 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9488 loss: 2.9488 2022/06/26 05:33:01 - mmengine - INFO - Epoch(train) [64][1160/3757] lr: 7.270e-03 eta: 1 day, 8:01:47 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 6.4280 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.7711 loss: 2.7711 2022/06/26 05:33:06 - mmengine - INFO - Epoch(train) [64][1180/3757] lr: 7.270e-03 eta: 1 day, 8:01:42 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 6.0471 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4285 loss: 2.4285 2022/06/26 05:33:11 - mmengine - INFO - Epoch(train) [64][1200/3757] lr: 7.270e-03 eta: 1 day, 8:01:37 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 6.0900 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1013 loss: 3.1013 2022/06/26 05:33:17 - mmengine - INFO - Epoch(train) [64][1220/3757] lr: 7.270e-03 eta: 1 day, 8:01:32 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 6.2175 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.8284 loss: 2.8284 2022/06/26 05:33:22 - mmengine - INFO - Epoch(train) [64][1240/3757] lr: 7.270e-03 eta: 1 day, 8:01:26 time: 0.252 data_time: 0.005 memory: 5036 grad_norm: 6.3999 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9177 loss: 2.9177 2022/06/26 05:33:27 - mmengine - INFO - Epoch(train) [64][1260/3757] lr: 7.270e-03 eta: 1 day, 8:01:21 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 5.5089 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7977 loss: 2.7977 2022/06/26 05:33:32 - mmengine - INFO - Epoch(train) [64][1280/3757] lr: 7.270e-03 eta: 1 day, 8:01:16 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.5074 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5721 loss: 2.5721 2022/06/26 05:33:38 - mmengine - INFO - Epoch(train) [64][1300/3757] lr: 7.270e-03 eta: 1 day, 8:01:11 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.0536 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.9554 loss: 2.9554 2022/06/26 05:33:40 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 05:33:43 - mmengine - INFO - Epoch(train) [64][1320/3757] lr: 7.270e-03 eta: 1 day, 8:01:05 time: 0.246 data_time: 0.006 memory: 5036 grad_norm: 6.4849 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.5829 loss: 2.5829 2022/06/26 05:33:48 - mmengine - INFO - Epoch(train) [64][1340/3757] lr: 7.270e-03 eta: 1 day, 8:01:00 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.0019 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.2956 loss: 3.2956 2022/06/26 05:33:54 - mmengine - INFO - Epoch(train) [64][1360/3757] lr: 7.270e-03 eta: 1 day, 8:00:55 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 6.0677 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.2818 loss: 2.2818 2022/06/26 05:33:59 - mmengine - INFO - Epoch(train) [64][1380/3757] lr: 7.270e-03 eta: 1 day, 8:00:50 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 6.9008 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.5304 loss: 2.5304 2022/06/26 05:34:05 - mmengine - INFO - Epoch(train) [64][1400/3757] lr: 7.270e-03 eta: 1 day, 8:00:46 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 6.4181 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.7175 loss: 2.7175 2022/06/26 05:34:10 - mmengine - INFO - Epoch(train) [64][1420/3757] lr: 7.270e-03 eta: 1 day, 8:00:40 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 7.0466 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.7843 loss: 2.7843 2022/06/26 05:34:15 - mmengine - INFO - Epoch(train) [64][1440/3757] lr: 7.270e-03 eta: 1 day, 8:00:35 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 6.4416 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5009 loss: 2.5009 2022/06/26 05:34:21 - mmengine - INFO - Epoch(train) [64][1460/3757] lr: 7.270e-03 eta: 1 day, 8:00:30 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 6.1372 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4616 loss: 2.4616 2022/06/26 05:34:26 - mmengine - INFO - Epoch(train) [64][1480/3757] lr: 7.270e-03 eta: 1 day, 8:00:25 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 7.0444 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7593 loss: 2.7593 2022/06/26 05:34:31 - mmengine - INFO - Epoch(train) [64][1500/3757] lr: 7.270e-03 eta: 1 day, 8:00:20 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 7.0704 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.6572 loss: 2.6572 2022/06/26 05:34:37 - mmengine - INFO - Epoch(train) [64][1520/3757] lr: 7.270e-03 eta: 1 day, 8:00:15 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 7.1164 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8786 loss: 2.8786 2022/06/26 05:34:42 - mmengine - INFO - Epoch(train) [64][1540/3757] lr: 7.270e-03 eta: 1 day, 8:00:09 time: 0.255 data_time: 0.005 memory: 5036 grad_norm: 6.6705 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3840 loss: 2.3840 2022/06/26 05:34:47 - mmengine - INFO - Epoch(train) [64][1560/3757] lr: 7.270e-03 eta: 1 day, 8:00:04 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 6.0091 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6647 loss: 2.6647 2022/06/26 05:34:52 - mmengine - INFO - Epoch(train) [64][1580/3757] lr: 7.270e-03 eta: 1 day, 7:59:58 time: 0.249 data_time: 0.005 memory: 5036 grad_norm: 5.7856 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6704 loss: 2.6704 2022/06/26 05:34:57 - mmengine - INFO - Epoch(train) [64][1600/3757] lr: 7.270e-03 eta: 1 day, 7:59:53 time: 0.268 data_time: 0.007 memory: 5036 grad_norm: 7.2286 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.4843 loss: 2.4843 2022/06/26 05:35:03 - mmengine - INFO - Epoch(train) [64][1620/3757] lr: 7.270e-03 eta: 1 day, 7:59:48 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 6.2953 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.1181 loss: 3.1181 2022/06/26 05:35:08 - mmengine - INFO - Epoch(train) [64][1640/3757] lr: 7.270e-03 eta: 1 day, 7:59:42 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 6.3325 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1689 loss: 2.1689 2022/06/26 05:35:13 - mmengine - INFO - Epoch(train) [64][1660/3757] lr: 7.270e-03 eta: 1 day, 7:59:37 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 6.2308 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1744 loss: 2.1744 2022/06/26 05:35:19 - mmengine - INFO - Epoch(train) [64][1680/3757] lr: 7.270e-03 eta: 1 day, 7:59:32 time: 0.259 data_time: 0.009 memory: 5036 grad_norm: 6.2201 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.5387 loss: 2.5387 2022/06/26 05:35:24 - mmengine - INFO - Epoch(train) [64][1700/3757] lr: 7.270e-03 eta: 1 day, 7:59:27 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 6.4106 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.3402 loss: 2.3402 2022/06/26 05:35:29 - mmengine - INFO - Epoch(train) [64][1720/3757] lr: 7.270e-03 eta: 1 day, 7:59:22 time: 0.267 data_time: 0.006 memory: 5036 grad_norm: 5.5210 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5862 loss: 2.5862 2022/06/26 05:35:35 - mmengine - INFO - Epoch(train) [64][1740/3757] lr: 7.270e-03 eta: 1 day, 7:59:17 time: 0.320 data_time: 0.024 memory: 5036 grad_norm: 5.4514 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4205 loss: 2.4205 2022/06/26 05:35:40 - mmengine - INFO - Epoch(train) [64][1760/3757] lr: 7.270e-03 eta: 1 day, 7:59:12 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 6.5520 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.8060 loss: 2.8060 2022/06/26 05:35:45 - mmengine - INFO - Epoch(train) [64][1780/3757] lr: 7.270e-03 eta: 1 day, 7:59:07 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 6.8163 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.8192 loss: 2.8192 2022/06/26 05:35:50 - mmengine - INFO - Epoch(train) [64][1800/3757] lr: 7.270e-03 eta: 1 day, 7:59:01 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 6.3476 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.8088 loss: 2.8088 2022/06/26 05:35:56 - mmengine - INFO - Epoch(train) [64][1820/3757] lr: 7.270e-03 eta: 1 day, 7:58:56 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 6.0394 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2202 loss: 3.2202 2022/06/26 05:36:01 - mmengine - INFO - Epoch(train) [64][1840/3757] lr: 7.270e-03 eta: 1 day, 7:58:50 time: 0.256 data_time: 0.008 memory: 5036 grad_norm: 5.5993 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6228 loss: 2.6228 2022/06/26 05:36:06 - mmengine - INFO - Epoch(train) [64][1860/3757] lr: 7.270e-03 eta: 1 day, 7:58:45 time: 0.247 data_time: 0.008 memory: 5036 grad_norm: 5.6386 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9800 loss: 2.9800 2022/06/26 05:36:11 - mmengine - INFO - Epoch(train) [64][1880/3757] lr: 7.270e-03 eta: 1 day, 7:58:39 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 5.8555 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7979 loss: 2.7979 2022/06/26 05:36:16 - mmengine - INFO - Epoch(train) [64][1900/3757] lr: 7.270e-03 eta: 1 day, 7:58:34 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 6.1219 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.6439 loss: 2.6439 2022/06/26 05:36:21 - mmengine - INFO - Epoch(train) [64][1920/3757] lr: 7.270e-03 eta: 1 day, 7:58:28 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 5.9167 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4219 loss: 2.4219 2022/06/26 05:36:27 - mmengine - INFO - Epoch(train) [64][1940/3757] lr: 7.270e-03 eta: 1 day, 7:58:23 time: 0.263 data_time: 0.015 memory: 5036 grad_norm: 5.6055 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.7538 loss: 2.7538 2022/06/26 05:36:32 - mmengine - INFO - Epoch(train) [64][1960/3757] lr: 7.270e-03 eta: 1 day, 7:58:17 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 5.4570 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6110 loss: 2.6110 2022/06/26 05:36:37 - mmengine - INFO - Epoch(train) [64][1980/3757] lr: 7.270e-03 eta: 1 day, 7:58:12 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 6.3443 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.4820 loss: 2.4820 2022/06/26 05:36:42 - mmengine - INFO - Epoch(train) [64][2000/3757] lr: 7.270e-03 eta: 1 day, 7:58:07 time: 0.266 data_time: 0.009 memory: 5036 grad_norm: 6.3186 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.7882 loss: 2.7882 2022/06/26 05:36:48 - mmengine - INFO - Epoch(train) [64][2020/3757] lr: 7.270e-03 eta: 1 day, 7:58:01 time: 0.253 data_time: 0.015 memory: 5036 grad_norm: 6.6324 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.8915 loss: 2.8915 2022/06/26 05:36:53 - mmengine - INFO - Epoch(train) [64][2040/3757] lr: 7.270e-03 eta: 1 day, 7:57:56 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 5.0918 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1264 loss: 3.1264 2022/06/26 05:36:58 - mmengine - INFO - Epoch(train) [64][2060/3757] lr: 7.270e-03 eta: 1 day, 7:57:51 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 6.4140 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6091 loss: 2.6091 2022/06/26 05:37:03 - mmengine - INFO - Epoch(train) [64][2080/3757] lr: 7.270e-03 eta: 1 day, 7:57:46 time: 0.277 data_time: 0.003 memory: 5036 grad_norm: 7.0020 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4073 loss: 2.4073 2022/06/26 05:37:09 - mmengine - INFO - Epoch(train) [64][2100/3757] lr: 7.270e-03 eta: 1 day, 7:57:41 time: 0.255 data_time: 0.012 memory: 5036 grad_norm: 6.3693 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.0370 loss: 3.0370 2022/06/26 05:37:14 - mmengine - INFO - Epoch(train) [64][2120/3757] lr: 7.270e-03 eta: 1 day, 7:57:36 time: 0.262 data_time: 0.012 memory: 5036 grad_norm: 6.3274 top1_acc: 0.0000 top5_acc: 0.0000 loss_cls: 2.8444 loss: 2.8444 2022/06/26 05:37:19 - mmengine - INFO - Epoch(train) [64][2140/3757] lr: 7.270e-03 eta: 1 day, 7:57:30 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 6.1350 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.5125 loss: 2.5125 2022/06/26 05:37:25 - mmengine - INFO - Epoch(train) [64][2160/3757] lr: 7.270e-03 eta: 1 day, 7:57:25 time: 0.301 data_time: 0.034 memory: 5036 grad_norm: 6.5016 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0788 loss: 3.0788 2022/06/26 05:37:30 - mmengine - INFO - Epoch(train) [64][2180/3757] lr: 7.270e-03 eta: 1 day, 7:57:20 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 7.7803 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.9402 loss: 2.9402 2022/06/26 05:37:35 - mmengine - INFO - Epoch(train) [64][2200/3757] lr: 7.270e-03 eta: 1 day, 7:57:14 time: 0.258 data_time: 0.012 memory: 5036 grad_norm: 5.6863 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.3656 loss: 2.3656 2022/06/26 05:37:40 - mmengine - INFO - Epoch(train) [64][2220/3757] lr: 7.270e-03 eta: 1 day, 7:57:09 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.3563 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4803 loss: 2.4803 2022/06/26 05:37:46 - mmengine - INFO - Epoch(train) [64][2240/3757] lr: 7.270e-03 eta: 1 day, 7:57:04 time: 0.260 data_time: 0.020 memory: 5036 grad_norm: 5.9156 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9147 loss: 2.9147 2022/06/26 05:37:51 - mmengine - INFO - Epoch(train) [64][2260/3757] lr: 7.270e-03 eta: 1 day, 7:56:58 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 6.9548 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.6827 loss: 2.6827 2022/06/26 05:37:56 - mmengine - INFO - Epoch(train) [64][2280/3757] lr: 7.270e-03 eta: 1 day, 7:56:53 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 5.8015 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3285 loss: 2.3285 2022/06/26 05:38:01 - mmengine - INFO - Epoch(train) [64][2300/3757] lr: 7.270e-03 eta: 1 day, 7:56:48 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 5.3489 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.4726 loss: 2.4726 2022/06/26 05:38:04 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 05:38:07 - mmengine - INFO - Epoch(train) [64][2320/3757] lr: 7.270e-03 eta: 1 day, 7:56:43 time: 0.262 data_time: 0.022 memory: 5036 grad_norm: 6.4436 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2461 loss: 2.2461 2022/06/26 05:38:12 - mmengine - INFO - Epoch(train) [64][2340/3757] lr: 7.270e-03 eta: 1 day, 7:56:38 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 6.6230 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5383 loss: 2.5383 2022/06/26 05:38:17 - mmengine - INFO - Epoch(train) [64][2360/3757] lr: 7.270e-03 eta: 1 day, 7:56:32 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.1651 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4085 loss: 2.4085 2022/06/26 05:38:23 - mmengine - INFO - Epoch(train) [64][2380/3757] lr: 7.270e-03 eta: 1 day, 7:56:27 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 6.3582 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8179 loss: 2.8179 2022/06/26 05:38:28 - mmengine - INFO - Epoch(train) [64][2400/3757] lr: 7.270e-03 eta: 1 day, 7:56:22 time: 0.260 data_time: 0.014 memory: 5036 grad_norm: 6.7298 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.4421 loss: 2.4421 2022/06/26 05:38:33 - mmengine - INFO - Epoch(train) [64][2420/3757] lr: 7.270e-03 eta: 1 day, 7:56:16 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 6.6892 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9079 loss: 2.9079 2022/06/26 05:38:38 - mmengine - INFO - Epoch(train) [64][2440/3757] lr: 7.270e-03 eta: 1 day, 7:56:11 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 6.0747 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8685 loss: 2.8685 2022/06/26 05:38:43 - mmengine - INFO - Epoch(train) [64][2460/3757] lr: 7.270e-03 eta: 1 day, 7:56:05 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 5.5536 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.6022 loss: 2.6022 2022/06/26 05:38:49 - mmengine - INFO - Epoch(train) [64][2480/3757] lr: 7.270e-03 eta: 1 day, 7:56:00 time: 0.255 data_time: 0.008 memory: 5036 grad_norm: 7.0552 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.0324 loss: 3.0324 2022/06/26 05:38:54 - mmengine - INFO - Epoch(train) [64][2500/3757] lr: 7.270e-03 eta: 1 day, 7:55:54 time: 0.256 data_time: 0.011 memory: 5036 grad_norm: 5.4564 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4564 loss: 2.4564 2022/06/26 05:38:59 - mmengine - INFO - Epoch(train) [64][2520/3757] lr: 7.270e-03 eta: 1 day, 7:55:50 time: 0.248 data_time: 0.004 memory: 5036 grad_norm: 6.0609 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.4940 loss: 2.4940 2022/06/26 05:39:05 - mmengine - INFO - Epoch(train) [64][2540/3757] lr: 7.270e-03 eta: 1 day, 7:55:44 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 5.5156 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7520 loss: 2.7520 2022/06/26 05:39:10 - mmengine - INFO - Epoch(train) [64][2560/3757] lr: 7.270e-03 eta: 1 day, 7:55:39 time: 0.268 data_time: 0.015 memory: 5036 grad_norm: 6.3332 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8636 loss: 2.8636 2022/06/26 05:39:15 - mmengine - INFO - Epoch(train) [64][2580/3757] lr: 7.270e-03 eta: 1 day, 7:55:34 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 7.4592 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8041 loss: 2.8041 2022/06/26 05:39:20 - mmengine - INFO - Epoch(train) [64][2600/3757] lr: 7.270e-03 eta: 1 day, 7:55:28 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 6.5745 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4985 loss: 2.4985 2022/06/26 05:39:26 - mmengine - INFO - Epoch(train) [64][2620/3757] lr: 7.270e-03 eta: 1 day, 7:55:23 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 5.8801 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.3453 loss: 2.3453 2022/06/26 05:39:31 - mmengine - INFO - Epoch(train) [64][2640/3757] lr: 7.270e-03 eta: 1 day, 7:55:18 time: 0.260 data_time: 0.020 memory: 5036 grad_norm: 7.1174 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.6276 loss: 2.6276 2022/06/26 05:39:36 - mmengine - INFO - Epoch(train) [64][2660/3757] lr: 7.270e-03 eta: 1 day, 7:55:13 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 5.9925 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.4532 loss: 2.4532 2022/06/26 05:39:42 - mmengine - INFO - Epoch(train) [64][2680/3757] lr: 7.270e-03 eta: 1 day, 7:55:08 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 5.5837 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8705 loss: 2.8705 2022/06/26 05:39:47 - mmengine - INFO - Epoch(train) [64][2700/3757] lr: 7.270e-03 eta: 1 day, 7:55:03 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 6.3485 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.7865 loss: 2.7865 2022/06/26 05:39:52 - mmengine - INFO - Epoch(train) [64][2720/3757] lr: 7.270e-03 eta: 1 day, 7:54:58 time: 0.261 data_time: 0.021 memory: 5036 grad_norm: 6.2942 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5354 loss: 2.5354 2022/06/26 05:39:58 - mmengine - INFO - Epoch(train) [64][2740/3757] lr: 7.270e-03 eta: 1 day, 7:54:52 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 5.7975 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5555 loss: 2.5555 2022/06/26 05:40:03 - mmengine - INFO - Epoch(train) [64][2760/3757] lr: 7.270e-03 eta: 1 day, 7:54:47 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 6.3694 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.4319 loss: 2.4319 2022/06/26 05:40:08 - mmengine - INFO - Epoch(train) [64][2780/3757] lr: 7.270e-03 eta: 1 day, 7:54:42 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 7.3448 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9773 loss: 2.9773 2022/06/26 05:40:14 - mmengine - INFO - Epoch(train) [64][2800/3757] lr: 7.270e-03 eta: 1 day, 7:54:37 time: 0.265 data_time: 0.019 memory: 5036 grad_norm: 6.0651 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.8199 loss: 2.8199 2022/06/26 05:40:19 - mmengine - INFO - Epoch(train) [64][2820/3757] lr: 7.270e-03 eta: 1 day, 7:54:32 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 6.4469 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4527 loss: 2.4527 2022/06/26 05:40:24 - mmengine - INFO - Epoch(train) [64][2840/3757] lr: 7.270e-03 eta: 1 day, 7:54:26 time: 0.251 data_time: 0.004 memory: 5036 grad_norm: 6.2135 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7893 loss: 2.7893 2022/06/26 05:40:30 - mmengine - INFO - Epoch(train) [64][2860/3757] lr: 7.270e-03 eta: 1 day, 7:54:21 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 6.0506 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6489 loss: 2.6489 2022/06/26 05:40:35 - mmengine - INFO - Epoch(train) [64][2880/3757] lr: 7.270e-03 eta: 1 day, 7:54:16 time: 0.285 data_time: 0.039 memory: 5036 grad_norm: 5.7534 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6622 loss: 2.6622 2022/06/26 05:40:40 - mmengine - INFO - Epoch(train) [64][2900/3757] lr: 7.270e-03 eta: 1 day, 7:54:11 time: 0.270 data_time: 0.003 memory: 5036 grad_norm: 6.8861 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1082 loss: 3.1082 2022/06/26 05:40:45 - mmengine - INFO - Epoch(train) [64][2920/3757] lr: 7.270e-03 eta: 1 day, 7:54:06 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 6.0594 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7863 loss: 2.7863 2022/06/26 05:40:51 - mmengine - INFO - Epoch(train) [64][2940/3757] lr: 7.270e-03 eta: 1 day, 7:54:00 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 5.4807 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.5597 loss: 2.5597 2022/06/26 05:40:56 - mmengine - INFO - Epoch(train) [64][2960/3757] lr: 7.270e-03 eta: 1 day, 7:53:55 time: 0.275 data_time: 0.005 memory: 5036 grad_norm: 6.1515 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8357 loss: 2.8357 2022/06/26 05:41:01 - mmengine - INFO - Epoch(train) [64][2980/3757] lr: 7.270e-03 eta: 1 day, 7:53:50 time: 0.283 data_time: 0.003 memory: 5036 grad_norm: 5.3000 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.0300 loss: 3.0300 2022/06/26 05:41:06 - mmengine - INFO - Epoch(train) [64][3000/3757] lr: 7.270e-03 eta: 1 day, 7:53:45 time: 0.247 data_time: 0.006 memory: 5036 grad_norm: 5.9516 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.3839 loss: 3.3839 2022/06/26 05:41:12 - mmengine - INFO - Epoch(train) [64][3020/3757] lr: 7.270e-03 eta: 1 day, 7:53:39 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 6.0985 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.4731 loss: 2.4731 2022/06/26 05:41:17 - mmengine - INFO - Epoch(train) [64][3040/3757] lr: 7.270e-03 eta: 1 day, 7:53:34 time: 0.253 data_time: 0.015 memory: 5036 grad_norm: 6.0687 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.5034 loss: 2.5034 2022/06/26 05:41:22 - mmengine - INFO - Epoch(train) [64][3060/3757] lr: 7.270e-03 eta: 1 day, 7:53:28 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 5.4266 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5488 loss: 2.5488 2022/06/26 05:41:27 - mmengine - INFO - Epoch(train) [64][3080/3757] lr: 7.270e-03 eta: 1 day, 7:53:23 time: 0.261 data_time: 0.009 memory: 5036 grad_norm: 6.2878 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0503 loss: 3.0503 2022/06/26 05:41:33 - mmengine - INFO - Epoch(train) [64][3100/3757] lr: 7.270e-03 eta: 1 day, 7:53:18 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 6.3916 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7331 loss: 2.7331 2022/06/26 05:41:38 - mmengine - INFO - Epoch(train) [64][3120/3757] lr: 7.270e-03 eta: 1 day, 7:53:12 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 6.1131 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.3135 loss: 2.3135 2022/06/26 05:41:43 - mmengine - INFO - Epoch(train) [64][3140/3757] lr: 7.270e-03 eta: 1 day, 7:53:07 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 5.2901 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6120 loss: 2.6120 2022/06/26 05:41:48 - mmengine - INFO - Epoch(train) [64][3160/3757] lr: 7.270e-03 eta: 1 day, 7:53:02 time: 0.270 data_time: 0.003 memory: 5036 grad_norm: 6.0479 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.3005 loss: 3.3005 2022/06/26 05:41:54 - mmengine - INFO - Epoch(train) [64][3180/3757] lr: 7.270e-03 eta: 1 day, 7:52:57 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 6.3174 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3527 loss: 2.3527 2022/06/26 05:41:59 - mmengine - INFO - Epoch(train) [64][3200/3757] lr: 7.270e-03 eta: 1 day, 7:52:52 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 6.0569 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.5680 loss: 2.5680 2022/06/26 05:42:05 - mmengine - INFO - Epoch(train) [64][3220/3757] lr: 7.270e-03 eta: 1 day, 7:52:47 time: 0.255 data_time: 0.004 memory: 5036 grad_norm: 5.5517 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.5939 loss: 2.5939 2022/06/26 05:42:10 - mmengine - INFO - Epoch(train) [64][3240/3757] lr: 7.270e-03 eta: 1 day, 7:52:41 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 6.7044 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4830 loss: 2.4830 2022/06/26 05:42:15 - mmengine - INFO - Epoch(train) [64][3260/3757] lr: 7.270e-03 eta: 1 day, 7:52:36 time: 0.289 data_time: 0.005 memory: 5036 grad_norm: 6.8390 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.1243 loss: 3.1243 2022/06/26 05:42:20 - mmengine - INFO - Epoch(train) [64][3280/3757] lr: 7.270e-03 eta: 1 day, 7:52:31 time: 0.250 data_time: 0.011 memory: 5036 grad_norm: 6.4053 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4712 loss: 2.4712 2022/06/26 05:42:26 - mmengine - INFO - Epoch(train) [64][3300/3757] lr: 7.270e-03 eta: 1 day, 7:52:26 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 6.2102 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.7186 loss: 2.7186 2022/06/26 05:42:28 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 05:42:31 - mmengine - INFO - Epoch(train) [64][3320/3757] lr: 7.270e-03 eta: 1 day, 7:52:21 time: 0.268 data_time: 0.003 memory: 5036 grad_norm: 7.2821 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5989 loss: 2.5989 2022/06/26 05:42:36 - mmengine - INFO - Epoch(train) [64][3340/3757] lr: 7.270e-03 eta: 1 day, 7:52:16 time: 0.260 data_time: 0.009 memory: 5036 grad_norm: 6.2051 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.3334 loss: 2.3334 2022/06/26 05:42:42 - mmengine - INFO - Epoch(train) [64][3360/3757] lr: 7.270e-03 eta: 1 day, 7:52:10 time: 0.262 data_time: 0.024 memory: 5036 grad_norm: 5.3262 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2474 loss: 2.2474 2022/06/26 05:42:47 - mmengine - INFO - Epoch(train) [64][3380/3757] lr: 7.270e-03 eta: 1 day, 7:52:05 time: 0.266 data_time: 0.003 memory: 5036 grad_norm: 6.2041 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.6738 loss: 2.6738 2022/06/26 05:42:52 - mmengine - INFO - Epoch(train) [64][3400/3757] lr: 7.270e-03 eta: 1 day, 7:52:00 time: 0.269 data_time: 0.003 memory: 5036 grad_norm: 6.9395 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6201 loss: 2.6201 2022/06/26 05:42:58 - mmengine - INFO - Epoch(train) [64][3420/3757] lr: 7.270e-03 eta: 1 day, 7:51:55 time: 0.266 data_time: 0.012 memory: 5036 grad_norm: 6.6143 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3168 loss: 2.3168 2022/06/26 05:43:03 - mmengine - INFO - Epoch(train) [64][3440/3757] lr: 7.270e-03 eta: 1 day, 7:51:49 time: 0.261 data_time: 0.023 memory: 5036 grad_norm: 5.7174 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 2.7648 loss: 2.7648 2022/06/26 05:43:08 - mmengine - INFO - Epoch(train) [64][3460/3757] lr: 7.270e-03 eta: 1 day, 7:51:44 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 6.1068 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6819 loss: 2.6819 2022/06/26 05:43:13 - mmengine - INFO - Epoch(train) [64][3480/3757] lr: 7.270e-03 eta: 1 day, 7:51:39 time: 0.279 data_time: 0.002 memory: 5036 grad_norm: 6.6341 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.1089 loss: 3.1089 2022/06/26 05:43:19 - mmengine - INFO - Epoch(train) [64][3500/3757] lr: 7.270e-03 eta: 1 day, 7:51:34 time: 0.259 data_time: 0.008 memory: 5036 grad_norm: 5.3617 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4216 loss: 2.4216 2022/06/26 05:43:24 - mmengine - INFO - Epoch(train) [64][3520/3757] lr: 7.270e-03 eta: 1 day, 7:51:28 time: 0.248 data_time: 0.008 memory: 5036 grad_norm: 5.5596 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.5969 loss: 2.5969 2022/06/26 05:43:29 - mmengine - INFO - Epoch(train) [64][3540/3757] lr: 7.270e-03 eta: 1 day, 7:51:23 time: 0.258 data_time: 0.008 memory: 5036 grad_norm: 6.7414 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4051 loss: 2.4051 2022/06/26 05:43:34 - mmengine - INFO - Epoch(train) [64][3560/3757] lr: 7.270e-03 eta: 1 day, 7:51:18 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 6.6383 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7802 loss: 2.7802 2022/06/26 05:43:40 - mmengine - INFO - Epoch(train) [64][3580/3757] lr: 7.270e-03 eta: 1 day, 7:51:13 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 6.5818 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.7942 loss: 2.7942 2022/06/26 05:43:45 - mmengine - INFO - Epoch(train) [64][3600/3757] lr: 7.270e-03 eta: 1 day, 7:51:07 time: 0.264 data_time: 0.012 memory: 5036 grad_norm: 6.8028 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.6228 loss: 2.6228 2022/06/26 05:43:50 - mmengine - INFO - Epoch(train) [64][3620/3757] lr: 7.270e-03 eta: 1 day, 7:51:02 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 5.7167 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8793 loss: 2.8793 2022/06/26 05:43:56 - mmengine - INFO - Epoch(train) [64][3640/3757] lr: 7.270e-03 eta: 1 day, 7:50:57 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 6.6078 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.2404 loss: 3.2404 2022/06/26 05:44:01 - mmengine - INFO - Epoch(train) [64][3660/3757] lr: 7.270e-03 eta: 1 day, 7:50:51 time: 0.251 data_time: 0.008 memory: 5036 grad_norm: 5.8114 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9582 loss: 2.9582 2022/06/26 05:44:06 - mmengine - INFO - Epoch(train) [64][3680/3757] lr: 7.270e-03 eta: 1 day, 7:50:46 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 5.9009 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.9425 loss: 2.9425 2022/06/26 05:44:11 - mmengine - INFO - Epoch(train) [64][3700/3757] lr: 7.270e-03 eta: 1 day, 7:50:41 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 7.0299 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.6054 loss: 2.6054 2022/06/26 05:44:16 - mmengine - INFO - Epoch(train) [64][3720/3757] lr: 7.270e-03 eta: 1 day, 7:50:35 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 6.8511 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0485 loss: 3.0485 2022/06/26 05:44:22 - mmengine - INFO - Epoch(train) [64][3740/3757] lr: 7.270e-03 eta: 1 day, 7:50:30 time: 0.242 data_time: 0.005 memory: 5036 grad_norm: 6.0499 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6564 loss: 2.6564 2022/06/26 05:44:26 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 05:44:26 - mmengine - INFO - Saving checkpoint at 64 epochs 2022/06/26 05:44:39 - mmengine - INFO - Epoch(val) [64][20/310] eta: 0:01:47 time: 0.112 data_time: 0.010 memory: 5036 2022/06/26 05:44:43 - mmengine - INFO - Epoch(val) [64][40/310] eta: 0:01:29 time: 0.110 data_time: 0.007 memory: 1723 2022/06/26 05:44:48 - mmengine - INFO - Epoch(val) [64][60/310] eta: 0:00:28 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 05:44:52 - mmengine - INFO - Epoch(val) [64][80/310] eta: 0:00:24 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 05:44:59 - mmengine - INFO - Epoch(val) [64][100/310] eta: 0:01:11 time: 0.228 data_time: 0.123 memory: 1723 2022/06/26 05:45:04 - mmengine - INFO - Epoch(val) [64][120/310] eta: 0:01:13 time: 0.327 data_time: 0.225 memory: 1723 2022/06/26 05:45:09 - mmengine - INFO - Epoch(val) [64][140/310] eta: 0:00:25 time: 0.103 data_time: 0.002 memory: 1723 2022/06/26 05:45:14 - mmengine - INFO - Epoch(val) [64][160/310] eta: 0:00:16 time: 0.108 data_time: 0.001 memory: 1723 2022/06/26 05:45:20 - mmengine - INFO - Epoch(val) [64][180/310] eta: 0:00:42 time: 0.163 data_time: 0.061 memory: 1723 2022/06/26 05:45:25 - mmengine - INFO - Epoch(val) [64][200/310] eta: 0:00:40 time: 0.114 data_time: 0.007 memory: 1723 2022/06/26 05:45:30 - mmengine - INFO - Epoch(val) [64][220/310] eta: 0:00:09 time: 0.108 data_time: 0.002 memory: 1723 2022/06/26 05:45:34 - mmengine - INFO - Epoch(val) [64][240/310] eta: 0:00:07 time: 0.102 data_time: 0.001 memory: 1723 2022/06/26 05:45:41 - mmengine - INFO - Epoch(val) [64][260/310] eta: 0:00:18 time: 0.106 data_time: 0.004 memory: 1723 2022/06/26 05:45:46 - mmengine - INFO - Epoch(val) [64][280/310] eta: 0:00:10 time: 0.109 data_time: 0.001 memory: 1723 2022/06/26 05:45:48 - mmengine - INFO - Epoch(val) [64][300/310] eta: 0:00:01 time: 0.097 data_time: 0.001 memory: 1723 2022/06/26 05:45:50 - mmengine - INFO - Epoch(val) [64][310/310] acc/top1: 0.4835 acc/top5: 0.7365 acc/mean1: 0.4834 2022/06/26 05:46:00 - mmengine - INFO - Epoch(train) [65][20/3757] lr: 7.192e-03 eta: 1 day, 7:50:25 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 6.0154 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0430 loss: 3.0430 2022/06/26 05:46:06 - mmengine - INFO - Epoch(train) [65][40/3757] lr: 7.192e-03 eta: 1 day, 7:50:20 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 7.0504 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 2.5293 loss: 2.5293 2022/06/26 05:46:11 - mmengine - INFO - Epoch(train) [65][60/3757] lr: 7.192e-03 eta: 1 day, 7:50:15 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 6.5457 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.9611 loss: 2.9611 2022/06/26 05:46:17 - mmengine - INFO - Epoch(train) [65][80/3757] lr: 7.192e-03 eta: 1 day, 7:50:10 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 6.5683 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6619 loss: 2.6619 2022/06/26 05:46:22 - mmengine - INFO - Epoch(train) [65][100/3757] lr: 7.192e-03 eta: 1 day, 7:50:06 time: 0.283 data_time: 0.002 memory: 5036 grad_norm: 6.4646 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.7402 loss: 2.7402 2022/06/26 05:46:28 - mmengine - INFO - Epoch(train) [65][120/3757] lr: 7.192e-03 eta: 1 day, 7:50:01 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 6.0639 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.9182 loss: 2.9182 2022/06/26 05:46:33 - mmengine - INFO - Epoch(train) [65][140/3757] lr: 7.192e-03 eta: 1 day, 7:49:55 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 6.4109 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7430 loss: 2.7430 2022/06/26 05:46:39 - mmengine - INFO - Epoch(train) [65][160/3757] lr: 7.192e-03 eta: 1 day, 7:49:50 time: 0.245 data_time: 0.006 memory: 5036 grad_norm: 5.6861 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.3512 loss: 2.3512 2022/06/26 05:46:44 - mmengine - INFO - Epoch(train) [65][180/3757] lr: 7.192e-03 eta: 1 day, 7:49:45 time: 0.273 data_time: 0.003 memory: 5036 grad_norm: 6.4163 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5133 loss: 2.5133 2022/06/26 05:46:49 - mmengine - INFO - Epoch(train) [65][200/3757] lr: 7.192e-03 eta: 1 day, 7:49:40 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 6.7859 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6044 loss: 2.6044 2022/06/26 05:46:54 - mmengine - INFO - Epoch(train) [65][220/3757] lr: 7.192e-03 eta: 1 day, 7:49:34 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 5.9919 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8693 loss: 2.8693 2022/06/26 05:46:59 - mmengine - INFO - Epoch(train) [65][240/3757] lr: 7.192e-03 eta: 1 day, 7:49:29 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 6.3913 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.8386 loss: 2.8386 2022/06/26 05:47:05 - mmengine - INFO - Epoch(train) [65][260/3757] lr: 7.192e-03 eta: 1 day, 7:49:24 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 6.2675 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.7141 loss: 2.7141 2022/06/26 05:47:10 - mmengine - INFO - Epoch(train) [65][280/3757] lr: 7.192e-03 eta: 1 day, 7:49:19 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 6.9177 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.8178 loss: 2.8178 2022/06/26 05:47:15 - mmengine - INFO - Epoch(train) [65][300/3757] lr: 7.192e-03 eta: 1 day, 7:49:14 time: 0.436 data_time: 0.003 memory: 5036 grad_norm: 7.3226 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8004 loss: 2.8004 2022/06/26 05:47:21 - mmengine - INFO - Epoch(train) [65][320/3757] lr: 7.192e-03 eta: 1 day, 7:49:08 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 5.5983 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.7498 loss: 2.7498 2022/06/26 05:47:26 - mmengine - INFO - Epoch(train) [65][340/3757] lr: 7.192e-03 eta: 1 day, 7:49:03 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 6.8927 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7368 loss: 2.7368 2022/06/26 05:47:31 - mmengine - INFO - Epoch(train) [65][360/3757] lr: 7.192e-03 eta: 1 day, 7:48:58 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 5.6019 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8953 loss: 2.8953 2022/06/26 05:47:37 - mmengine - INFO - Epoch(train) [65][380/3757] lr: 7.192e-03 eta: 1 day, 7:48:53 time: 0.256 data_time: 0.002 memory: 5036 grad_norm: 6.3472 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9626 loss: 2.9626 2022/06/26 05:47:42 - mmengine - INFO - Epoch(train) [65][400/3757] lr: 7.192e-03 eta: 1 day, 7:48:47 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 6.0608 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5968 loss: 2.5968 2022/06/26 05:47:47 - mmengine - INFO - Epoch(train) [65][420/3757] lr: 7.192e-03 eta: 1 day, 7:48:42 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 5.5368 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8109 loss: 2.8109 2022/06/26 05:47:52 - mmengine - INFO - Epoch(train) [65][440/3757] lr: 7.192e-03 eta: 1 day, 7:48:37 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 6.7814 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.3849 loss: 2.3849 2022/06/26 05:47:58 - mmengine - INFO - Epoch(train) [65][460/3757] lr: 7.192e-03 eta: 1 day, 7:48:32 time: 0.262 data_time: 0.002 memory: 5036 grad_norm: 6.3327 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.5981 loss: 2.5981 2022/06/26 05:48:03 - mmengine - INFO - Epoch(train) [65][480/3757] lr: 7.192e-03 eta: 1 day, 7:48:26 time: 0.252 data_time: 0.005 memory: 5036 grad_norm: 6.1928 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8861 loss: 2.8861 2022/06/26 05:48:08 - mmengine - INFO - Epoch(train) [65][500/3757] lr: 7.192e-03 eta: 1 day, 7:48:21 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 5.2714 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2745 loss: 2.2745 2022/06/26 05:48:13 - mmengine - INFO - Epoch(train) [65][520/3757] lr: 7.192e-03 eta: 1 day, 7:48:15 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 6.2761 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6958 loss: 2.6958 2022/06/26 05:48:19 - mmengine - INFO - Epoch(train) [65][540/3757] lr: 7.192e-03 eta: 1 day, 7:48:10 time: 0.264 data_time: 0.012 memory: 5036 grad_norm: 7.2373 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8530 loss: 2.8530 2022/06/26 05:48:22 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 05:48:24 - mmengine - INFO - Epoch(train) [65][560/3757] lr: 7.192e-03 eta: 1 day, 7:48:05 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 6.2526 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.4020 loss: 2.4020 2022/06/26 05:48:29 - mmengine - INFO - Epoch(train) [65][580/3757] lr: 7.192e-03 eta: 1 day, 7:48:00 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 6.1224 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2905 loss: 2.2905 2022/06/26 05:48:34 - mmengine - INFO - Epoch(train) [65][600/3757] lr: 7.192e-03 eta: 1 day, 7:47:54 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 5.8905 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5866 loss: 2.5866 2022/06/26 05:48:40 - mmengine - INFO - Epoch(train) [65][620/3757] lr: 7.192e-03 eta: 1 day, 7:47:49 time: 0.274 data_time: 0.011 memory: 5036 grad_norm: 6.4156 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9140 loss: 2.9140 2022/06/26 05:48:45 - mmengine - INFO - Epoch(train) [65][640/3757] lr: 7.192e-03 eta: 1 day, 7:47:44 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 5.7888 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.6156 loss: 2.6156 2022/06/26 05:48:51 - mmengine - INFO - Epoch(train) [65][660/3757] lr: 7.192e-03 eta: 1 day, 7:47:39 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 6.9027 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.9384 loss: 2.9384 2022/06/26 05:48:56 - mmengine - INFO - Epoch(train) [65][680/3757] lr: 7.192e-03 eta: 1 day, 7:47:34 time: 0.275 data_time: 0.018 memory: 5036 grad_norm: 6.1546 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7181 loss: 2.7181 2022/06/26 05:49:01 - mmengine - INFO - Epoch(train) [65][700/3757] lr: 7.192e-03 eta: 1 day, 7:47:28 time: 0.263 data_time: 0.015 memory: 5036 grad_norm: 6.2580 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.4148 loss: 2.4148 2022/06/26 05:49:06 - mmengine - INFO - Epoch(train) [65][720/3757] lr: 7.192e-03 eta: 1 day, 7:47:24 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 5.9269 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.5724 loss: 2.5724 2022/06/26 05:49:12 - mmengine - INFO - Epoch(train) [65][740/3757] lr: 7.192e-03 eta: 1 day, 7:47:18 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 5.4416 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6336 loss: 2.6336 2022/06/26 05:49:17 - mmengine - INFO - Epoch(train) [65][760/3757] lr: 7.192e-03 eta: 1 day, 7:47:13 time: 0.267 data_time: 0.003 memory: 5036 grad_norm: 6.1827 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3690 loss: 2.3690 2022/06/26 05:49:22 - mmengine - INFO - Epoch(train) [65][780/3757] lr: 7.192e-03 eta: 1 day, 7:47:08 time: 0.273 data_time: 0.017 memory: 5036 grad_norm: 6.0919 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4297 loss: 2.4297 2022/06/26 05:49:28 - mmengine - INFO - Epoch(train) [65][800/3757] lr: 7.192e-03 eta: 1 day, 7:47:03 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 6.2914 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.9162 loss: 2.9162 2022/06/26 05:49:33 - mmengine - INFO - Epoch(train) [65][820/3757] lr: 7.192e-03 eta: 1 day, 7:46:58 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 5.6354 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5006 loss: 2.5006 2022/06/26 05:49:38 - mmengine - INFO - Epoch(train) [65][840/3757] lr: 7.192e-03 eta: 1 day, 7:46:52 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 6.1558 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5089 loss: 2.5089 2022/06/26 05:49:44 - mmengine - INFO - Epoch(train) [65][860/3757] lr: 7.192e-03 eta: 1 day, 7:46:47 time: 0.269 data_time: 0.006 memory: 5036 grad_norm: 6.6695 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.8644 loss: 2.8644 2022/06/26 05:49:49 - mmengine - INFO - Epoch(train) [65][880/3757] lr: 7.192e-03 eta: 1 day, 7:46:42 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 5.3933 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4361 loss: 2.4361 2022/06/26 05:49:54 - mmengine - INFO - Epoch(train) [65][900/3757] lr: 7.192e-03 eta: 1 day, 7:46:36 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 6.6504 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.4841 loss: 2.4841 2022/06/26 05:49:59 - mmengine - INFO - Epoch(train) [65][920/3757] lr: 7.192e-03 eta: 1 day, 7:46:31 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 7.1575 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5491 loss: 2.5491 2022/06/26 05:50:04 - mmengine - INFO - Epoch(train) [65][940/3757] lr: 7.192e-03 eta: 1 day, 7:46:26 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.5455 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4525 loss: 2.4525 2022/06/26 05:50:10 - mmengine - INFO - Epoch(train) [65][960/3757] lr: 7.192e-03 eta: 1 day, 7:46:21 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 5.8504 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.5496 loss: 2.5496 2022/06/26 05:50:15 - mmengine - INFO - Epoch(train) [65][980/3757] lr: 7.192e-03 eta: 1 day, 7:46:15 time: 0.258 data_time: 0.015 memory: 5036 grad_norm: 6.4449 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.1555 loss: 2.1555 2022/06/26 05:50:20 - mmengine - INFO - Epoch(train) [65][1000/3757] lr: 7.192e-03 eta: 1 day, 7:46:10 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 7.5150 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.6651 loss: 2.6651 2022/06/26 05:50:26 - mmengine - INFO - Epoch(train) [65][1020/3757] lr: 7.192e-03 eta: 1 day, 7:46:05 time: 0.327 data_time: 0.004 memory: 5036 grad_norm: 6.3155 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7965 loss: 2.7965 2022/06/26 05:50:31 - mmengine - INFO - Epoch(train) [65][1040/3757] lr: 7.192e-03 eta: 1 day, 7:45:59 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 7.1466 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3693 loss: 2.3693 2022/06/26 05:50:36 - mmengine - INFO - Epoch(train) [65][1060/3757] lr: 7.192e-03 eta: 1 day, 7:45:54 time: 0.254 data_time: 0.012 memory: 5036 grad_norm: 5.8756 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8082 loss: 2.8082 2022/06/26 05:50:41 - mmengine - INFO - Epoch(train) [65][1080/3757] lr: 7.192e-03 eta: 1 day, 7:45:49 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 6.7180 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.5346 loss: 2.5346 2022/06/26 05:50:47 - mmengine - INFO - Epoch(train) [65][1100/3757] lr: 7.192e-03 eta: 1 day, 7:45:44 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 6.6211 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0506 loss: 3.0506 2022/06/26 05:50:52 - mmengine - INFO - Epoch(train) [65][1120/3757] lr: 7.192e-03 eta: 1 day, 7:45:38 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 5.9490 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.8239 loss: 2.8239 2022/06/26 05:50:57 - mmengine - INFO - Epoch(train) [65][1140/3757] lr: 7.192e-03 eta: 1 day, 7:45:33 time: 0.254 data_time: 0.012 memory: 5036 grad_norm: 7.0099 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.4601 loss: 2.4601 2022/06/26 05:51:02 - mmengine - INFO - Epoch(train) [65][1160/3757] lr: 7.192e-03 eta: 1 day, 7:45:28 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 6.5951 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.6036 loss: 2.6036 2022/06/26 05:51:08 - mmengine - INFO - Epoch(train) [65][1180/3757] lr: 7.192e-03 eta: 1 day, 7:45:23 time: 0.261 data_time: 0.009 memory: 5036 grad_norm: 6.0339 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5517 loss: 2.5517 2022/06/26 05:51:13 - mmengine - INFO - Epoch(train) [65][1200/3757] lr: 7.192e-03 eta: 1 day, 7:45:17 time: 0.245 data_time: 0.003 memory: 5036 grad_norm: 5.9188 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.4161 loss: 2.4161 2022/06/26 05:51:18 - mmengine - INFO - Epoch(train) [65][1220/3757] lr: 7.192e-03 eta: 1 day, 7:45:12 time: 0.256 data_time: 0.013 memory: 5036 grad_norm: 5.3341 top1_acc: 0.2500 top5_acc: 1.0000 loss_cls: 2.4647 loss: 2.4647 2022/06/26 05:51:24 - mmengine - INFO - Epoch(train) [65][1240/3757] lr: 7.192e-03 eta: 1 day, 7:45:07 time: 0.267 data_time: 0.003 memory: 5036 grad_norm: 6.2928 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7861 loss: 2.7861 2022/06/26 05:51:29 - mmengine - INFO - Epoch(train) [65][1260/3757] lr: 7.192e-03 eta: 1 day, 7:45:02 time: 0.270 data_time: 0.003 memory: 5036 grad_norm: 6.4399 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.7816 loss: 2.7816 2022/06/26 05:51:34 - mmengine - INFO - Epoch(train) [65][1280/3757] lr: 7.192e-03 eta: 1 day, 7:44:57 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 6.3194 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.6674 loss: 2.6674 2022/06/26 05:51:40 - mmengine - INFO - Epoch(train) [65][1300/3757] lr: 7.192e-03 eta: 1 day, 7:44:51 time: 0.258 data_time: 0.012 memory: 5036 grad_norm: 5.7601 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8522 loss: 2.8522 2022/06/26 05:51:45 - mmengine - INFO - Epoch(train) [65][1320/3757] lr: 7.192e-03 eta: 1 day, 7:44:46 time: 0.284 data_time: 0.003 memory: 5036 grad_norm: 5.8919 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.6245 loss: 2.6245 2022/06/26 05:51:50 - mmengine - INFO - Epoch(train) [65][1340/3757] lr: 7.192e-03 eta: 1 day, 7:44:41 time: 0.261 data_time: 0.004 memory: 5036 grad_norm: 5.9419 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.8968 loss: 2.8968 2022/06/26 05:51:55 - mmengine - INFO - Epoch(train) [65][1360/3757] lr: 7.192e-03 eta: 1 day, 7:44:35 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 6.3384 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 2.5591 loss: 2.5591 2022/06/26 05:52:01 - mmengine - INFO - Epoch(train) [65][1380/3757] lr: 7.192e-03 eta: 1 day, 7:44:31 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 6.6958 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.5524 loss: 2.5524 2022/06/26 05:52:06 - mmengine - INFO - Epoch(train) [65][1400/3757] lr: 7.192e-03 eta: 1 day, 7:44:26 time: 0.397 data_time: 0.003 memory: 5036 grad_norm: 6.1409 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5168 loss: 2.5168 2022/06/26 05:52:11 - mmengine - INFO - Epoch(train) [65][1420/3757] lr: 7.192e-03 eta: 1 day, 7:44:20 time: 0.274 data_time: 0.012 memory: 5036 grad_norm: 5.2975 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.2182 loss: 2.2182 2022/06/26 05:52:17 - mmengine - INFO - Epoch(train) [65][1440/3757] lr: 7.192e-03 eta: 1 day, 7:44:15 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 5.4755 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2642 loss: 2.2642 2022/06/26 05:52:22 - mmengine - INFO - Epoch(train) [65][1460/3757] lr: 7.192e-03 eta: 1 day, 7:44:09 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 6.1941 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.6544 loss: 2.6544 2022/06/26 05:52:27 - mmengine - INFO - Epoch(train) [65][1480/3757] lr: 7.192e-03 eta: 1 day, 7:44:04 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 6.1177 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.6199 loss: 2.6199 2022/06/26 05:52:32 - mmengine - INFO - Epoch(train) [65][1500/3757] lr: 7.192e-03 eta: 1 day, 7:43:59 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 6.6573 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9725 loss: 2.9725 2022/06/26 05:52:38 - mmengine - INFO - Epoch(train) [65][1520/3757] lr: 7.192e-03 eta: 1 day, 7:43:54 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 5.6340 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8632 loss: 2.8632 2022/06/26 05:52:43 - mmengine - INFO - Epoch(train) [65][1540/3757] lr: 7.192e-03 eta: 1 day, 7:43:48 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 6.2464 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.8934 loss: 2.8934 2022/06/26 05:52:46 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 05:52:48 - mmengine - INFO - Epoch(train) [65][1560/3757] lr: 7.192e-03 eta: 1 day, 7:43:43 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 6.4437 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.5994 loss: 2.5994 2022/06/26 05:52:53 - mmengine - INFO - Epoch(train) [65][1580/3757] lr: 7.192e-03 eta: 1 day, 7:43:38 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 7.0276 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.4420 loss: 2.4420 2022/06/26 05:52:59 - mmengine - INFO - Epoch(train) [65][1600/3757] lr: 7.192e-03 eta: 1 day, 7:43:33 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 7.8130 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4573 loss: 2.4573 2022/06/26 05:53:04 - mmengine - INFO - Epoch(train) [65][1620/3757] lr: 7.192e-03 eta: 1 day, 7:43:27 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.1098 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9757 loss: 2.9757 2022/06/26 05:53:09 - mmengine - INFO - Epoch(train) [65][1640/3757] lr: 7.192e-03 eta: 1 day, 7:43:22 time: 0.266 data_time: 0.003 memory: 5036 grad_norm: 6.1576 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5967 loss: 2.5967 2022/06/26 05:53:15 - mmengine - INFO - Epoch(train) [65][1660/3757] lr: 7.192e-03 eta: 1 day, 7:43:17 time: 0.248 data_time: 0.002 memory: 5036 grad_norm: 5.4152 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.1691 loss: 3.1691 2022/06/26 05:53:20 - mmengine - INFO - Epoch(train) [65][1680/3757] lr: 7.192e-03 eta: 1 day, 7:43:11 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 7.1863 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4154 loss: 2.4154 2022/06/26 05:53:25 - mmengine - INFO - Epoch(train) [65][1700/3757] lr: 7.192e-03 eta: 1 day, 7:43:06 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.7782 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.4280 loss: 2.4280 2022/06/26 05:53:30 - mmengine - INFO - Epoch(train) [65][1720/3757] lr: 7.192e-03 eta: 1 day, 7:43:01 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 5.7364 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6645 loss: 2.6645 2022/06/26 05:53:35 - mmengine - INFO - Epoch(train) [65][1740/3757] lr: 7.192e-03 eta: 1 day, 7:42:55 time: 0.260 data_time: 0.002 memory: 5036 grad_norm: 6.0238 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8029 loss: 2.8029 2022/06/26 05:53:41 - mmengine - INFO - Epoch(train) [65][1760/3757] lr: 7.192e-03 eta: 1 day, 7:42:50 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 6.3829 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5483 loss: 2.5483 2022/06/26 05:53:46 - mmengine - INFO - Epoch(train) [65][1780/3757] lr: 7.192e-03 eta: 1 day, 7:42:44 time: 0.285 data_time: 0.003 memory: 5036 grad_norm: 7.0791 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 2.5279 loss: 2.5279 2022/06/26 05:53:51 - mmengine - INFO - Epoch(train) [65][1800/3757] lr: 7.192e-03 eta: 1 day, 7:42:39 time: 0.266 data_time: 0.003 memory: 5036 grad_norm: 6.8494 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.6594 loss: 2.6594 2022/06/26 05:53:56 - mmengine - INFO - Epoch(train) [65][1820/3757] lr: 7.192e-03 eta: 1 day, 7:42:34 time: 0.268 data_time: 0.003 memory: 5036 grad_norm: 6.0852 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5224 loss: 2.5224 2022/06/26 05:54:01 - mmengine - INFO - Epoch(train) [65][1840/3757] lr: 7.192e-03 eta: 1 day, 7:42:28 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 5.0493 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6029 loss: 2.6029 2022/06/26 05:54:07 - mmengine - INFO - Epoch(train) [65][1860/3757] lr: 7.192e-03 eta: 1 day, 7:42:23 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 6.1608 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7317 loss: 2.7317 2022/06/26 05:54:12 - mmengine - INFO - Epoch(train) [65][1880/3757] lr: 7.192e-03 eta: 1 day, 7:42:17 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 5.8229 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.6563 loss: 2.6563 2022/06/26 05:54:17 - mmengine - INFO - Epoch(train) [65][1900/3757] lr: 7.192e-03 eta: 1 day, 7:42:12 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 6.1246 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.9041 loss: 2.9041 2022/06/26 05:54:22 - mmengine - INFO - Epoch(train) [65][1920/3757] lr: 7.192e-03 eta: 1 day, 7:42:07 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 5.4371 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.7500 loss: 2.7500 2022/06/26 05:54:28 - mmengine - INFO - Epoch(train) [65][1940/3757] lr: 7.192e-03 eta: 1 day, 7:42:02 time: 0.270 data_time: 0.003 memory: 5036 grad_norm: 6.0721 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4762 loss: 2.4762 2022/06/26 05:54:33 - mmengine - INFO - Epoch(train) [65][1960/3757] lr: 7.192e-03 eta: 1 day, 7:41:56 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 6.5976 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.0202 loss: 3.0202 2022/06/26 05:54:38 - mmengine - INFO - Epoch(train) [65][1980/3757] lr: 7.192e-03 eta: 1 day, 7:41:51 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 6.2875 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5441 loss: 2.5441 2022/06/26 05:54:44 - mmengine - INFO - Epoch(train) [65][2000/3757] lr: 7.192e-03 eta: 1 day, 7:41:46 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 6.5372 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.6476 loss: 2.6476 2022/06/26 05:54:49 - mmengine - INFO - Epoch(train) [65][2020/3757] lr: 7.192e-03 eta: 1 day, 7:41:41 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 5.8435 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6632 loss: 2.6632 2022/06/26 05:54:54 - mmengine - INFO - Epoch(train) [65][2040/3757] lr: 7.192e-03 eta: 1 day, 7:41:36 time: 0.260 data_time: 0.014 memory: 5036 grad_norm: 6.3998 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6589 loss: 2.6589 2022/06/26 05:54:59 - mmengine - INFO - Epoch(train) [65][2060/3757] lr: 7.192e-03 eta: 1 day, 7:41:30 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 6.8907 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0638 loss: 2.0638 2022/06/26 05:55:05 - mmengine - INFO - Epoch(train) [65][2080/3757] lr: 7.192e-03 eta: 1 day, 7:41:25 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 9.4455 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 3.2163 loss: 3.2163 2022/06/26 05:55:10 - mmengine - INFO - Epoch(train) [65][2100/3757] lr: 7.192e-03 eta: 1 day, 7:41:20 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.8246 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.0697 loss: 3.0697 2022/06/26 05:55:15 - mmengine - INFO - Epoch(train) [65][2120/3757] lr: 7.192e-03 eta: 1 day, 7:41:14 time: 0.259 data_time: 0.011 memory: 5036 grad_norm: 6.6000 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7016 loss: 2.7016 2022/06/26 05:55:20 - mmengine - INFO - Epoch(train) [65][2140/3757] lr: 7.192e-03 eta: 1 day, 7:41:09 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 5.4641 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.7111 loss: 2.7111 2022/06/26 05:55:26 - mmengine - INFO - Epoch(train) [65][2160/3757] lr: 7.192e-03 eta: 1 day, 7:41:04 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 6.7553 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5362 loss: 2.5362 2022/06/26 05:55:31 - mmengine - INFO - Epoch(train) [65][2180/3757] lr: 7.192e-03 eta: 1 day, 7:40:58 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 5.2569 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6527 loss: 2.6527 2022/06/26 05:55:36 - mmengine - INFO - Epoch(train) [65][2200/3757] lr: 7.192e-03 eta: 1 day, 7:40:53 time: 0.275 data_time: 0.015 memory: 5036 grad_norm: 5.9436 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.5749 loss: 2.5749 2022/06/26 05:55:42 - mmengine - INFO - Epoch(train) [65][2220/3757] lr: 7.192e-03 eta: 1 day, 7:40:48 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 6.0957 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6472 loss: 2.6472 2022/06/26 05:55:47 - mmengine - INFO - Epoch(train) [65][2240/3757] lr: 7.192e-03 eta: 1 day, 7:40:44 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 5.3699 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.6858 loss: 2.6858 2022/06/26 05:55:52 - mmengine - INFO - Epoch(train) [65][2260/3757] lr: 7.192e-03 eta: 1 day, 7:40:38 time: 0.270 data_time: 0.003 memory: 5036 grad_norm: 7.1068 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5483 loss: 2.5483 2022/06/26 05:55:58 - mmengine - INFO - Epoch(train) [65][2280/3757] lr: 7.192e-03 eta: 1 day, 7:40:33 time: 0.275 data_time: 0.003 memory: 5036 grad_norm: 6.5301 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.2660 loss: 2.2660 2022/06/26 05:56:03 - mmengine - INFO - Epoch(train) [65][2300/3757] lr: 7.192e-03 eta: 1 day, 7:40:28 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 7.9130 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5064 loss: 2.5064 2022/06/26 05:56:08 - mmengine - INFO - Epoch(train) [65][2320/3757] lr: 7.192e-03 eta: 1 day, 7:40:23 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 5.1444 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.4645 loss: 2.4645 2022/06/26 05:56:14 - mmengine - INFO - Epoch(train) [65][2340/3757] lr: 7.192e-03 eta: 1 day, 7:40:17 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 6.7775 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6050 loss: 2.6050 2022/06/26 05:56:19 - mmengine - INFO - Epoch(train) [65][2360/3757] lr: 7.192e-03 eta: 1 day, 7:40:12 time: 0.251 data_time: 0.007 memory: 5036 grad_norm: 6.2953 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.6329 loss: 2.6329 2022/06/26 05:56:24 - mmengine - INFO - Epoch(train) [65][2380/3757] lr: 7.192e-03 eta: 1 day, 7:40:07 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 6.9241 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.5229 loss: 2.5229 2022/06/26 05:56:29 - mmengine - INFO - Epoch(train) [65][2400/3757] lr: 7.192e-03 eta: 1 day, 7:40:02 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 5.9614 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6386 loss: 2.6386 2022/06/26 05:56:35 - mmengine - INFO - Epoch(train) [65][2420/3757] lr: 7.192e-03 eta: 1 day, 7:39:56 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 6.1305 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8067 loss: 2.8067 2022/06/26 05:56:40 - mmengine - INFO - Epoch(train) [65][2440/3757] lr: 7.192e-03 eta: 1 day, 7:39:51 time: 0.261 data_time: 0.019 memory: 5036 grad_norm: 6.3604 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3812 loss: 2.3812 2022/06/26 05:56:45 - mmengine - INFO - Epoch(train) [65][2460/3757] lr: 7.192e-03 eta: 1 day, 7:39:46 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 6.7485 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7086 loss: 2.7086 2022/06/26 05:56:51 - mmengine - INFO - Epoch(train) [65][2480/3757] lr: 7.192e-03 eta: 1 day, 7:39:40 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 6.2428 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1209 loss: 2.1209 2022/06/26 05:56:56 - mmengine - INFO - Epoch(train) [65][2500/3757] lr: 7.192e-03 eta: 1 day, 7:39:35 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 7.1348 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.7372 loss: 2.7372 2022/06/26 05:57:01 - mmengine - INFO - Epoch(train) [65][2520/3757] lr: 7.192e-03 eta: 1 day, 7:39:30 time: 0.260 data_time: 0.019 memory: 5036 grad_norm: 6.8661 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.9179 loss: 2.9179 2022/06/26 05:57:06 - mmengine - INFO - Epoch(train) [65][2540/3757] lr: 7.192e-03 eta: 1 day, 7:39:24 time: 0.268 data_time: 0.003 memory: 5036 grad_norm: 6.8153 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.0529 loss: 3.0529 2022/06/26 05:57:09 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 05:57:11 - mmengine - INFO - Epoch(train) [65][2560/3757] lr: 7.192e-03 eta: 1 day, 7:39:19 time: 0.248 data_time: 0.007 memory: 5036 grad_norm: 6.5089 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9748 loss: 2.9748 2022/06/26 05:57:17 - mmengine - INFO - Epoch(train) [65][2580/3757] lr: 7.192e-03 eta: 1 day, 7:39:14 time: 0.264 data_time: 0.004 memory: 5036 grad_norm: 6.1063 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8523 loss: 2.8523 2022/06/26 05:57:22 - mmengine - INFO - Epoch(train) [65][2600/3757] lr: 7.192e-03 eta: 1 day, 7:39:08 time: 0.252 data_time: 0.014 memory: 5036 grad_norm: 6.6466 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.8821 loss: 2.8821 2022/06/26 05:57:27 - mmengine - INFO - Epoch(train) [65][2620/3757] lr: 7.192e-03 eta: 1 day, 7:39:03 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 5.7482 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6845 loss: 2.6845 2022/06/26 05:57:33 - mmengine - INFO - Epoch(train) [65][2640/3757] lr: 7.192e-03 eta: 1 day, 7:38:58 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 5.4549 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.8028 loss: 2.8028 2022/06/26 05:57:38 - mmengine - INFO - Epoch(train) [65][2660/3757] lr: 7.192e-03 eta: 1 day, 7:38:53 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 6.7040 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.0889 loss: 3.0889 2022/06/26 05:57:43 - mmengine - INFO - Epoch(train) [65][2680/3757] lr: 7.192e-03 eta: 1 day, 7:38:47 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 6.0511 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.7969 loss: 2.7969 2022/06/26 05:57:48 - mmengine - INFO - Epoch(train) [65][2700/3757] lr: 7.192e-03 eta: 1 day, 7:38:42 time: 0.253 data_time: 0.004 memory: 5036 grad_norm: 6.2890 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9758 loss: 2.9758 2022/06/26 05:57:53 - mmengine - INFO - Epoch(train) [65][2720/3757] lr: 7.192e-03 eta: 1 day, 7:38:36 time: 0.248 data_time: 0.008 memory: 5036 grad_norm: 6.4163 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5555 loss: 2.5555 2022/06/26 05:57:59 - mmengine - INFO - Epoch(train) [65][2740/3757] lr: 7.192e-03 eta: 1 day, 7:38:31 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 6.3406 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9875 loss: 2.9875 2022/06/26 05:58:04 - mmengine - INFO - Epoch(train) [65][2760/3757] lr: 7.192e-03 eta: 1 day, 7:38:26 time: 0.270 data_time: 0.003 memory: 5036 grad_norm: 5.7010 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.5288 loss: 2.5288 2022/06/26 05:58:09 - mmengine - INFO - Epoch(train) [65][2780/3757] lr: 7.192e-03 eta: 1 day, 7:38:20 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 5.6453 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.8110 loss: 2.8110 2022/06/26 05:58:14 - mmengine - INFO - Epoch(train) [65][2800/3757] lr: 7.192e-03 eta: 1 day, 7:38:15 time: 0.245 data_time: 0.003 memory: 5036 grad_norm: 6.1276 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.6432 loss: 2.6432 2022/06/26 05:58:19 - mmengine - INFO - Epoch(train) [65][2820/3757] lr: 7.192e-03 eta: 1 day, 7:38:10 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 5.9144 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.3408 loss: 2.3408 2022/06/26 05:58:25 - mmengine - INFO - Epoch(train) [65][2840/3757] lr: 7.192e-03 eta: 1 day, 7:38:04 time: 0.248 data_time: 0.004 memory: 5036 grad_norm: 6.1928 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9192 loss: 2.9192 2022/06/26 05:58:30 - mmengine - INFO - Epoch(train) [65][2860/3757] lr: 7.192e-03 eta: 1 day, 7:37:59 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 5.7836 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.4066 loss: 2.4066 2022/06/26 05:58:35 - mmengine - INFO - Epoch(train) [65][2880/3757] lr: 7.192e-03 eta: 1 day, 7:37:54 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 5.1834 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.7009 loss: 2.7009 2022/06/26 05:58:40 - mmengine - INFO - Epoch(train) [65][2900/3757] lr: 7.192e-03 eta: 1 day, 7:37:48 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 5.7366 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5791 loss: 2.5791 2022/06/26 05:58:46 - mmengine - INFO - Epoch(train) [65][2920/3757] lr: 7.192e-03 eta: 1 day, 7:37:43 time: 0.269 data_time: 0.003 memory: 5036 grad_norm: 5.5219 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.8315 loss: 2.8315 2022/06/26 05:58:51 - mmengine - INFO - Epoch(train) [65][2940/3757] lr: 7.192e-03 eta: 1 day, 7:37:38 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 5.9165 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.3688 loss: 2.3688 2022/06/26 05:58:56 - mmengine - INFO - Epoch(train) [65][2960/3757] lr: 7.192e-03 eta: 1 day, 7:37:32 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 5.9475 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1372 loss: 3.1372 2022/06/26 05:59:01 - mmengine - INFO - Epoch(train) [65][2980/3757] lr: 7.192e-03 eta: 1 day, 7:37:27 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 5.7465 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0086 loss: 3.0086 2022/06/26 05:59:07 - mmengine - INFO - Epoch(train) [65][3000/3757] lr: 7.192e-03 eta: 1 day, 7:37:22 time: 0.285 data_time: 0.008 memory: 5036 grad_norm: 6.2918 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.6176 loss: 2.6176 2022/06/26 05:59:12 - mmengine - INFO - Epoch(train) [65][3020/3757] lr: 7.192e-03 eta: 1 day, 7:37:17 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 6.5790 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7940 loss: 2.7940 2022/06/26 05:59:18 - mmengine - INFO - Epoch(train) [65][3040/3757] lr: 7.192e-03 eta: 1 day, 7:37:12 time: 0.273 data_time: 0.010 memory: 5036 grad_norm: 6.5808 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6472 loss: 2.6472 2022/06/26 05:59:23 - mmengine - INFO - Epoch(train) [65][3060/3757] lr: 7.192e-03 eta: 1 day, 7:37:07 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 6.7686 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0613 loss: 3.0613 2022/06/26 05:59:29 - mmengine - INFO - Epoch(train) [65][3080/3757] lr: 7.192e-03 eta: 1 day, 7:37:02 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 6.8507 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7156 loss: 2.7156 2022/06/26 05:59:34 - mmengine - INFO - Epoch(train) [65][3100/3757] lr: 7.192e-03 eta: 1 day, 7:36:57 time: 0.255 data_time: 0.005 memory: 5036 grad_norm: 5.7146 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.6082 loss: 2.6082 2022/06/26 05:59:39 - mmengine - INFO - Epoch(train) [65][3120/3757] lr: 7.192e-03 eta: 1 day, 7:36:51 time: 0.255 data_time: 0.005 memory: 5036 grad_norm: 5.4984 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.5890 loss: 2.5890 2022/06/26 05:59:44 - mmengine - INFO - Epoch(train) [65][3140/3757] lr: 7.192e-03 eta: 1 day, 7:36:46 time: 0.260 data_time: 0.016 memory: 5036 grad_norm: 6.1036 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8956 loss: 2.8956 2022/06/26 05:59:49 - mmengine - INFO - Epoch(train) [65][3160/3757] lr: 7.192e-03 eta: 1 day, 7:36:40 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 7.1959 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.3423 loss: 2.3423 2022/06/26 05:59:54 - mmengine - INFO - Epoch(train) [65][3180/3757] lr: 7.192e-03 eta: 1 day, 7:36:35 time: 0.256 data_time: 0.002 memory: 5036 grad_norm: 5.8554 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.3030 loss: 2.3030 2022/06/26 06:00:00 - mmengine - INFO - Epoch(train) [65][3200/3757] lr: 7.192e-03 eta: 1 day, 7:36:30 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 6.1642 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9467 loss: 2.9467 2022/06/26 06:00:06 - mmengine - INFO - Epoch(train) [65][3220/3757] lr: 7.192e-03 eta: 1 day, 7:36:26 time: 0.264 data_time: 0.006 memory: 5036 grad_norm: 5.6312 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6188 loss: 2.6188 2022/06/26 06:00:11 - mmengine - INFO - Epoch(train) [65][3240/3757] lr: 7.192e-03 eta: 1 day, 7:36:21 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 6.8042 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6977 loss: 2.6977 2022/06/26 06:00:16 - mmengine - INFO - Epoch(train) [65][3260/3757] lr: 7.192e-03 eta: 1 day, 7:36:15 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 6.4221 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.9246 loss: 2.9246 2022/06/26 06:00:22 - mmengine - INFO - Epoch(train) [65][3280/3757] lr: 7.192e-03 eta: 1 day, 7:36:10 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 6.1517 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.5395 loss: 2.5395 2022/06/26 06:00:27 - mmengine - INFO - Epoch(train) [65][3300/3757] lr: 7.192e-03 eta: 1 day, 7:36:04 time: 0.312 data_time: 0.006 memory: 5036 grad_norm: 6.3373 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.5467 loss: 2.5467 2022/06/26 06:00:32 - mmengine - INFO - Epoch(train) [65][3320/3757] lr: 7.192e-03 eta: 1 day, 7:35:59 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 6.2568 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2728 loss: 2.2728 2022/06/26 06:00:37 - mmengine - INFO - Epoch(train) [65][3340/3757] lr: 7.192e-03 eta: 1 day, 7:35:54 time: 0.267 data_time: 0.019 memory: 5036 grad_norm: 6.7671 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3668 loss: 2.3668 2022/06/26 06:00:42 - mmengine - INFO - Epoch(train) [65][3360/3757] lr: 7.192e-03 eta: 1 day, 7:35:48 time: 0.262 data_time: 0.002 memory: 5036 grad_norm: 6.0837 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8233 loss: 2.8233 2022/06/26 06:00:47 - mmengine - INFO - Epoch(train) [65][3380/3757] lr: 7.192e-03 eta: 1 day, 7:35:42 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 6.7692 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6826 loss: 2.6826 2022/06/26 06:00:52 - mmengine - INFO - Epoch(train) [65][3400/3757] lr: 7.192e-03 eta: 1 day, 7:35:37 time: 0.260 data_time: 0.013 memory: 5036 grad_norm: 6.0913 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7337 loss: 2.7337 2022/06/26 06:00:58 - mmengine - INFO - Epoch(train) [65][3420/3757] lr: 7.192e-03 eta: 1 day, 7:35:32 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 6.3796 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.8255 loss: 2.8255 2022/06/26 06:01:03 - mmengine - INFO - Epoch(train) [65][3440/3757] lr: 7.192e-03 eta: 1 day, 7:35:26 time: 0.255 data_time: 0.008 memory: 5036 grad_norm: 5.9518 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9268 loss: 2.9268 2022/06/26 06:01:08 - mmengine - INFO - Epoch(train) [65][3460/3757] lr: 7.192e-03 eta: 1 day, 7:35:21 time: 0.253 data_time: 0.011 memory: 5036 grad_norm: 6.8700 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.4408 loss: 2.4408 2022/06/26 06:01:13 - mmengine - INFO - Epoch(train) [65][3480/3757] lr: 7.192e-03 eta: 1 day, 7:35:16 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 7.2519 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6411 loss: 2.6411 2022/06/26 06:01:19 - mmengine - INFO - Epoch(train) [65][3500/3757] lr: 7.192e-03 eta: 1 day, 7:35:11 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 6.0125 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8360 loss: 2.8360 2022/06/26 06:01:24 - mmengine - INFO - Epoch(train) [65][3520/3757] lr: 7.192e-03 eta: 1 day, 7:35:05 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 6.4392 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5257 loss: 2.5257 2022/06/26 06:01:29 - mmengine - INFO - Epoch(train) [65][3540/3757] lr: 7.192e-03 eta: 1 day, 7:35:00 time: 0.253 data_time: 0.005 memory: 5036 grad_norm: 7.3976 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.7079 loss: 2.7079 2022/06/26 06:01:32 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 06:01:34 - mmengine - INFO - Epoch(train) [65][3560/3757] lr: 7.192e-03 eta: 1 day, 7:34:54 time: 0.269 data_time: 0.006 memory: 5036 grad_norm: 6.2223 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6116 loss: 2.6116 2022/06/26 06:01:39 - mmengine - INFO - Epoch(train) [65][3580/3757] lr: 7.192e-03 eta: 1 day, 7:34:49 time: 0.266 data_time: 0.006 memory: 5036 grad_norm: 6.4578 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.0601 loss: 3.0601 2022/06/26 06:01:45 - mmengine - INFO - Epoch(train) [65][3600/3757] lr: 7.192e-03 eta: 1 day, 7:34:43 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 6.5342 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8681 loss: 2.8681 2022/06/26 06:01:50 - mmengine - INFO - Epoch(train) [65][3620/3757] lr: 7.192e-03 eta: 1 day, 7:34:38 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 6.1680 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.6910 loss: 2.6910 2022/06/26 06:01:55 - mmengine - INFO - Epoch(train) [65][3640/3757] lr: 7.192e-03 eta: 1 day, 7:34:32 time: 0.259 data_time: 0.005 memory: 5036 grad_norm: 5.9191 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.6479 loss: 2.6479 2022/06/26 06:02:00 - mmengine - INFO - Epoch(train) [65][3660/3757] lr: 7.192e-03 eta: 1 day, 7:34:27 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 6.3661 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.5096 loss: 2.5096 2022/06/26 06:02:05 - mmengine - INFO - Epoch(train) [65][3680/3757] lr: 7.192e-03 eta: 1 day, 7:34:22 time: 0.246 data_time: 0.008 memory: 5036 grad_norm: 5.7566 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.6486 loss: 2.6486 2022/06/26 06:02:11 - mmengine - INFO - Epoch(train) [65][3700/3757] lr: 7.192e-03 eta: 1 day, 7:34:17 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.1519 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.1529 loss: 3.1529 2022/06/26 06:02:16 - mmengine - INFO - Epoch(train) [65][3720/3757] lr: 7.192e-03 eta: 1 day, 7:34:11 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 6.2049 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5610 loss: 2.5610 2022/06/26 06:02:21 - mmengine - INFO - Epoch(train) [65][3740/3757] lr: 7.192e-03 eta: 1 day, 7:34:06 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 6.1437 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2575 loss: 3.2575 2022/06/26 06:02:25 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 06:02:25 - mmengine - INFO - Saving checkpoint at 65 epochs 2022/06/26 06:02:38 - mmengine - INFO - Epoch(val) [65][20/310] eta: 0:01:45 time: 0.103 data_time: 0.002 memory: 5036 2022/06/26 06:02:43 - mmengine - INFO - Epoch(val) [65][40/310] eta: 0:01:33 time: 0.112 data_time: 0.010 memory: 1723 2022/06/26 06:02:47 - mmengine - INFO - Epoch(val) [65][60/310] eta: 0:00:28 time: 0.111 data_time: 0.002 memory: 1723 2022/06/26 06:02:52 - mmengine - INFO - Epoch(val) [65][80/310] eta: 0:00:24 time: 0.108 data_time: 0.001 memory: 1723 2022/06/26 06:02:59 - mmengine - INFO - Epoch(val) [65][100/310] eta: 0:01:11 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 06:03:03 - mmengine - INFO - Epoch(val) [65][120/310] eta: 0:01:08 time: 0.112 data_time: 0.005 memory: 1723 2022/06/26 06:03:08 - mmengine - INFO - Epoch(val) [65][140/310] eta: 0:00:22 time: 0.109 data_time: 0.001 memory: 1723 2022/06/26 06:03:12 - mmengine - INFO - Epoch(val) [65][160/310] eta: 0:00:20 time: 0.106 data_time: 0.001 memory: 1723 2022/06/26 06:03:19 - mmengine - INFO - Epoch(val) [65][180/310] eta: 0:00:41 time: 0.103 data_time: 0.002 memory: 1723 2022/06/26 06:03:24 - mmengine - INFO - Epoch(val) [65][200/310] eta: 0:00:38 time: 0.501 data_time: 0.399 memory: 1723 2022/06/26 06:03:29 - mmengine - INFO - Epoch(val) [65][220/310] eta: 0:00:11 time: 0.103 data_time: 0.002 memory: 1723 2022/06/26 06:03:33 - mmengine - INFO - Epoch(val) [65][240/310] eta: 0:00:10 time: 0.103 data_time: 0.002 memory: 1723 2022/06/26 06:03:40 - mmengine - INFO - Epoch(val) [65][260/310] eta: 0:00:16 time: 0.107 data_time: 0.001 memory: 1723 2022/06/26 06:03:45 - mmengine - INFO - Epoch(val) [65][280/310] eta: 0:00:09 time: 0.121 data_time: 0.018 memory: 1723 2022/06/26 06:03:47 - mmengine - INFO - Epoch(val) [65][300/310] eta: 0:00:01 time: 0.108 data_time: 0.001 memory: 1723 2022/06/26 06:03:49 - mmengine - INFO - Epoch(val) [65][310/310] acc/top1: 0.4813 acc/top5: 0.7355 acc/mean1: 0.4810 2022/06/26 06:03:59 - mmengine - INFO - Epoch(train) [66][20/3757] lr: 7.113e-03 eta: 1 day, 7:34:01 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 5.9237 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8893 loss: 2.8893 2022/06/26 06:04:04 - mmengine - INFO - Epoch(train) [66][40/3757] lr: 7.113e-03 eta: 1 day, 7:33:55 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 6.1933 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4563 loss: 2.4563 2022/06/26 06:04:09 - mmengine - INFO - Epoch(train) [66][60/3757] lr: 7.113e-03 eta: 1 day, 7:33:50 time: 0.242 data_time: 0.003 memory: 5036 grad_norm: 6.4957 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.3758 loss: 3.3758 2022/06/26 06:04:14 - mmengine - INFO - Epoch(train) [66][80/3757] lr: 7.113e-03 eta: 1 day, 7:33:44 time: 0.250 data_time: 0.005 memory: 5036 grad_norm: 5.3071 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 2.5868 loss: 2.5868 2022/06/26 06:04:20 - mmengine - INFO - Epoch(train) [66][100/3757] lr: 7.113e-03 eta: 1 day, 7:33:40 time: 0.271 data_time: 0.003 memory: 5036 grad_norm: 6.5564 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.7498 loss: 2.7498 2022/06/26 06:04:25 - mmengine - INFO - Epoch(train) [66][120/3757] lr: 7.113e-03 eta: 1 day, 7:33:34 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 5.3940 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.8607 loss: 2.8607 2022/06/26 06:04:30 - mmengine - INFO - Epoch(train) [66][140/3757] lr: 7.113e-03 eta: 1 day, 7:33:29 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 6.3273 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6071 loss: 2.6071 2022/06/26 06:04:36 - mmengine - INFO - Epoch(train) [66][160/3757] lr: 7.113e-03 eta: 1 day, 7:33:23 time: 0.245 data_time: 0.003 memory: 5036 grad_norm: 7.1295 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6514 loss: 2.6514 2022/06/26 06:04:41 - mmengine - INFO - Epoch(train) [66][180/3757] lr: 7.113e-03 eta: 1 day, 7:33:18 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 6.3286 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.7377 loss: 2.7377 2022/06/26 06:04:46 - mmengine - INFO - Epoch(train) [66][200/3757] lr: 7.113e-03 eta: 1 day, 7:33:13 time: 0.270 data_time: 0.003 memory: 5036 grad_norm: 5.5849 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5846 loss: 2.5846 2022/06/26 06:04:51 - mmengine - INFO - Epoch(train) [66][220/3757] lr: 7.113e-03 eta: 1 day, 7:33:08 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 4.9776 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.2853 loss: 2.2853 2022/06/26 06:04:57 - mmengine - INFO - Epoch(train) [66][240/3757] lr: 7.113e-03 eta: 1 day, 7:33:02 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 5.9227 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.9040 loss: 2.9040 2022/06/26 06:05:02 - mmengine - INFO - Epoch(train) [66][260/3757] lr: 7.113e-03 eta: 1 day, 7:32:58 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 5.6938 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.4369 loss: 2.4369 2022/06/26 06:05:08 - mmengine - INFO - Epoch(train) [66][280/3757] lr: 7.113e-03 eta: 1 day, 7:32:53 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 6.4614 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5275 loss: 2.5275 2022/06/26 06:05:13 - mmengine - INFO - Epoch(train) [66][300/3757] lr: 7.113e-03 eta: 1 day, 7:32:48 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 5.3942 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2119 loss: 2.2119 2022/06/26 06:05:18 - mmengine - INFO - Epoch(train) [66][320/3757] lr: 7.113e-03 eta: 1 day, 7:32:43 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 5.9264 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.2158 loss: 2.2158 2022/06/26 06:05:24 - mmengine - INFO - Epoch(train) [66][340/3757] lr: 7.113e-03 eta: 1 day, 7:32:37 time: 0.254 data_time: 0.012 memory: 5036 grad_norm: 6.0355 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.5483 loss: 2.5483 2022/06/26 06:05:29 - mmengine - INFO - Epoch(train) [66][360/3757] lr: 7.113e-03 eta: 1 day, 7:32:32 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 6.8326 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 2.5539 loss: 2.5539 2022/06/26 06:05:34 - mmengine - INFO - Epoch(train) [66][380/3757] lr: 7.113e-03 eta: 1 day, 7:32:27 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 6.2764 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.5836 loss: 2.5836 2022/06/26 06:05:40 - mmengine - INFO - Epoch(train) [66][400/3757] lr: 7.113e-03 eta: 1 day, 7:32:22 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.7814 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.5103 loss: 2.5103 2022/06/26 06:05:45 - mmengine - INFO - Epoch(train) [66][420/3757] lr: 7.113e-03 eta: 1 day, 7:32:16 time: 0.247 data_time: 0.008 memory: 5036 grad_norm: 5.8099 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4629 loss: 2.4629 2022/06/26 06:05:50 - mmengine - INFO - Epoch(train) [66][440/3757] lr: 7.113e-03 eta: 1 day, 7:32:11 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 7.4110 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8753 loss: 2.8753 2022/06/26 06:05:55 - mmengine - INFO - Epoch(train) [66][460/3757] lr: 7.113e-03 eta: 1 day, 7:32:06 time: 0.255 data_time: 0.005 memory: 5036 grad_norm: 6.5300 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5620 loss: 2.5620 2022/06/26 06:06:01 - mmengine - INFO - Epoch(train) [66][480/3757] lr: 7.113e-03 eta: 1 day, 7:32:00 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 5.7879 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.2864 loss: 2.2864 2022/06/26 06:06:06 - mmengine - INFO - Epoch(train) [66][500/3757] lr: 7.113e-03 eta: 1 day, 7:31:55 time: 0.250 data_time: 0.005 memory: 5036 grad_norm: 6.5365 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4607 loss: 2.4607 2022/06/26 06:06:11 - mmengine - INFO - Epoch(train) [66][520/3757] lr: 7.113e-03 eta: 1 day, 7:31:50 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 6.2057 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.6000 loss: 2.6000 2022/06/26 06:06:16 - mmengine - INFO - Epoch(train) [66][540/3757] lr: 7.113e-03 eta: 1 day, 7:31:44 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 6.2716 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6920 loss: 2.6920 2022/06/26 06:06:21 - mmengine - INFO - Epoch(train) [66][560/3757] lr: 7.113e-03 eta: 1 day, 7:31:39 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 6.0305 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5607 loss: 2.5607 2022/06/26 06:06:27 - mmengine - INFO - Epoch(train) [66][580/3757] lr: 7.113e-03 eta: 1 day, 7:31:33 time: 0.270 data_time: 0.003 memory: 5036 grad_norm: 5.7443 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8595 loss: 2.8595 2022/06/26 06:06:32 - mmengine - INFO - Epoch(train) [66][600/3757] lr: 7.113e-03 eta: 1 day, 7:31:28 time: 0.246 data_time: 0.004 memory: 5036 grad_norm: 5.7764 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.6705 loss: 2.6705 2022/06/26 06:06:37 - mmengine - INFO - Epoch(train) [66][620/3757] lr: 7.113e-03 eta: 1 day, 7:31:23 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 6.4115 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5626 loss: 2.5626 2022/06/26 06:06:42 - mmengine - INFO - Epoch(train) [66][640/3757] lr: 7.113e-03 eta: 1 day, 7:31:17 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.1783 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6771 loss: 2.6771 2022/06/26 06:06:47 - mmengine - INFO - Epoch(train) [66][660/3757] lr: 7.113e-03 eta: 1 day, 7:31:12 time: 0.276 data_time: 0.003 memory: 5036 grad_norm: 5.6926 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 2.4877 loss: 2.4877 2022/06/26 06:06:53 - mmengine - INFO - Epoch(train) [66][680/3757] lr: 7.113e-03 eta: 1 day, 7:31:06 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 6.6935 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5055 loss: 2.5055 2022/06/26 06:06:58 - mmengine - INFO - Epoch(train) [66][700/3757] lr: 7.113e-03 eta: 1 day, 7:31:01 time: 0.268 data_time: 0.003 memory: 5036 grad_norm: 5.6462 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.8477 loss: 1.8477 2022/06/26 06:07:03 - mmengine - INFO - Epoch(train) [66][720/3757] lr: 7.113e-03 eta: 1 day, 7:30:56 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 5.8827 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.6113 loss: 2.6113 2022/06/26 06:07:08 - mmengine - INFO - Epoch(train) [66][740/3757] lr: 7.113e-03 eta: 1 day, 7:30:50 time: 0.263 data_time: 0.004 memory: 5036 grad_norm: 7.1929 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5568 loss: 2.5568 2022/06/26 06:07:14 - mmengine - INFO - Epoch(train) [66][760/3757] lr: 7.113e-03 eta: 1 day, 7:30:45 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 6.4221 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.4595 loss: 2.4595 2022/06/26 06:07:19 - mmengine - INFO - Epoch(train) [66][780/3757] lr: 7.113e-03 eta: 1 day, 7:30:40 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 6.6482 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6213 loss: 2.6213 2022/06/26 06:07:23 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 06:07:24 - mmengine - INFO - Epoch(train) [66][800/3757] lr: 7.113e-03 eta: 1 day, 7:30:34 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 5.9769 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.5220 loss: 2.5220 2022/06/26 06:07:29 - mmengine - INFO - Epoch(train) [66][820/3757] lr: 7.113e-03 eta: 1 day, 7:30:29 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 7.1388 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0386 loss: 3.0386 2022/06/26 06:07:35 - mmengine - INFO - Epoch(train) [66][840/3757] lr: 7.113e-03 eta: 1 day, 7:30:24 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 6.7294 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1223 loss: 2.1223 2022/06/26 06:07:40 - mmengine - INFO - Epoch(train) [66][860/3757] lr: 7.113e-03 eta: 1 day, 7:30:19 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 5.8784 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1819 loss: 2.1819 2022/06/26 06:07:45 - mmengine - INFO - Epoch(train) [66][880/3757] lr: 7.113e-03 eta: 1 day, 7:30:14 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 7.1588 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.6338 loss: 2.6338 2022/06/26 06:07:51 - mmengine - INFO - Epoch(train) [66][900/3757] lr: 7.113e-03 eta: 1 day, 7:30:08 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 5.9858 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.3541 loss: 2.3541 2022/06/26 06:07:56 - mmengine - INFO - Epoch(train) [66][920/3757] lr: 7.113e-03 eta: 1 day, 7:30:03 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 6.3964 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.5382 loss: 2.5382 2022/06/26 06:08:01 - mmengine - INFO - Epoch(train) [66][940/3757] lr: 7.113e-03 eta: 1 day, 7:29:58 time: 0.269 data_time: 0.002 memory: 5036 grad_norm: 6.3188 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2270 loss: 2.2270 2022/06/26 06:08:06 - mmengine - INFO - Epoch(train) [66][960/3757] lr: 7.113e-03 eta: 1 day, 7:29:53 time: 0.266 data_time: 0.003 memory: 5036 grad_norm: 6.9177 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.9613 loss: 2.9613 2022/06/26 06:08:12 - mmengine - INFO - Epoch(train) [66][980/3757] lr: 7.113e-03 eta: 1 day, 7:29:48 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.2077 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2444 loss: 2.2444 2022/06/26 06:08:17 - mmengine - INFO - Epoch(train) [66][1000/3757] lr: 7.113e-03 eta: 1 day, 7:29:43 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 6.0837 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7656 loss: 2.7656 2022/06/26 06:08:23 - mmengine - INFO - Epoch(train) [66][1020/3757] lr: 7.113e-03 eta: 1 day, 7:29:38 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 6.0879 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.6432 loss: 2.6432 2022/06/26 06:08:28 - mmengine - INFO - Epoch(train) [66][1040/3757] lr: 7.113e-03 eta: 1 day, 7:29:33 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 7.1401 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.0521 loss: 3.0521 2022/06/26 06:08:34 - mmengine - INFO - Epoch(train) [66][1060/3757] lr: 7.113e-03 eta: 1 day, 7:29:28 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 6.7099 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3812 loss: 2.3812 2022/06/26 06:08:39 - mmengine - INFO - Epoch(train) [66][1080/3757] lr: 7.113e-03 eta: 1 day, 7:29:22 time: 0.246 data_time: 0.002 memory: 5036 grad_norm: 6.3563 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3091 loss: 2.3091 2022/06/26 06:08:44 - mmengine - INFO - Epoch(train) [66][1100/3757] lr: 7.113e-03 eta: 1 day, 7:29:17 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 5.8633 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2583 loss: 2.2583 2022/06/26 06:08:49 - mmengine - INFO - Epoch(train) [66][1120/3757] lr: 7.113e-03 eta: 1 day, 7:29:12 time: 0.244 data_time: 0.003 memory: 5036 grad_norm: 6.3219 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4412 loss: 2.4412 2022/06/26 06:08:55 - mmengine - INFO - Epoch(train) [66][1140/3757] lr: 7.113e-03 eta: 1 day, 7:29:06 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 6.1031 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5052 loss: 2.5052 2022/06/26 06:09:00 - mmengine - INFO - Epoch(train) [66][1160/3757] lr: 7.113e-03 eta: 1 day, 7:29:01 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 6.3594 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9605 loss: 2.9605 2022/06/26 06:09:05 - mmengine - INFO - Epoch(train) [66][1180/3757] lr: 7.113e-03 eta: 1 day, 7:28:56 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 6.6318 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.7769 loss: 2.7769 2022/06/26 06:09:10 - mmengine - INFO - Epoch(train) [66][1200/3757] lr: 7.113e-03 eta: 1 day, 7:28:50 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 7.0034 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5210 loss: 2.5210 2022/06/26 06:09:15 - mmengine - INFO - Epoch(train) [66][1220/3757] lr: 7.113e-03 eta: 1 day, 7:28:45 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 5.5882 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.5036 loss: 2.5036 2022/06/26 06:09:21 - mmengine - INFO - Epoch(train) [66][1240/3757] lr: 7.113e-03 eta: 1 day, 7:28:40 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 6.2131 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.9072 loss: 2.9072 2022/06/26 06:09:26 - mmengine - INFO - Epoch(train) [66][1260/3757] lr: 7.113e-03 eta: 1 day, 7:28:35 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 5.7326 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1751 loss: 2.1751 2022/06/26 06:09:31 - mmengine - INFO - Epoch(train) [66][1280/3757] lr: 7.113e-03 eta: 1 day, 7:28:29 time: 0.247 data_time: 0.004 memory: 5036 grad_norm: 5.8295 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.5669 loss: 2.5669 2022/06/26 06:09:36 - mmengine - INFO - Epoch(train) [66][1300/3757] lr: 7.113e-03 eta: 1 day, 7:28:24 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 6.2407 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9119 loss: 2.9119 2022/06/26 06:09:42 - mmengine - INFO - Epoch(train) [66][1320/3757] lr: 7.113e-03 eta: 1 day, 7:28:19 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 5.3296 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6405 loss: 2.6405 2022/06/26 06:09:47 - mmengine - INFO - Epoch(train) [66][1340/3757] lr: 7.113e-03 eta: 1 day, 7:28:13 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 6.6481 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.3255 loss: 2.3255 2022/06/26 06:09:52 - mmengine - INFO - Epoch(train) [66][1360/3757] lr: 7.113e-03 eta: 1 day, 7:28:08 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 7.5958 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1586 loss: 3.1586 2022/06/26 06:09:57 - mmengine - INFO - Epoch(train) [66][1380/3757] lr: 7.113e-03 eta: 1 day, 7:28:03 time: 0.269 data_time: 0.005 memory: 5036 grad_norm: 6.2128 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.9692 loss: 2.9692 2022/06/26 06:10:03 - mmengine - INFO - Epoch(train) [66][1400/3757] lr: 7.113e-03 eta: 1 day, 7:27:57 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 8.0405 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.4925 loss: 2.4925 2022/06/26 06:10:08 - mmengine - INFO - Epoch(train) [66][1420/3757] lr: 7.113e-03 eta: 1 day, 7:27:52 time: 0.266 data_time: 0.009 memory: 5036 grad_norm: 6.2195 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.3774 loss: 2.3774 2022/06/26 06:10:13 - mmengine - INFO - Epoch(train) [66][1440/3757] lr: 7.113e-03 eta: 1 day, 7:27:47 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 6.2798 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.8447 loss: 2.8447 2022/06/26 06:10:18 - mmengine - INFO - Epoch(train) [66][1460/3757] lr: 7.113e-03 eta: 1 day, 7:27:41 time: 0.256 data_time: 0.012 memory: 5036 grad_norm: 6.1805 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6732 loss: 2.6732 2022/06/26 06:10:24 - mmengine - INFO - Epoch(train) [66][1480/3757] lr: 7.113e-03 eta: 1 day, 7:27:36 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 6.6455 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.5993 loss: 2.5993 2022/06/26 06:10:29 - mmengine - INFO - Epoch(train) [66][1500/3757] lr: 7.113e-03 eta: 1 day, 7:27:31 time: 0.248 data_time: 0.008 memory: 5036 grad_norm: 6.1523 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.5484 loss: 2.5484 2022/06/26 06:10:34 - mmengine - INFO - Epoch(train) [66][1520/3757] lr: 7.113e-03 eta: 1 day, 7:27:25 time: 0.269 data_time: 0.006 memory: 5036 grad_norm: 6.8699 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5728 loss: 2.5728 2022/06/26 06:10:39 - mmengine - INFO - Epoch(train) [66][1540/3757] lr: 7.113e-03 eta: 1 day, 7:27:20 time: 0.266 data_time: 0.009 memory: 5036 grad_norm: 6.8176 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0522 loss: 2.0522 2022/06/26 06:10:44 - mmengine - INFO - Epoch(train) [66][1560/3757] lr: 7.113e-03 eta: 1 day, 7:27:14 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 7.1111 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7916 loss: 2.7916 2022/06/26 06:10:50 - mmengine - INFO - Epoch(train) [66][1580/3757] lr: 7.113e-03 eta: 1 day, 7:27:09 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 5.7830 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.7797 loss: 2.7797 2022/06/26 06:10:55 - mmengine - INFO - Epoch(train) [66][1600/3757] lr: 7.113e-03 eta: 1 day, 7:27:04 time: 0.265 data_time: 0.006 memory: 5036 grad_norm: 6.8476 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7668 loss: 2.7668 2022/06/26 06:11:00 - mmengine - INFO - Epoch(train) [66][1620/3757] lr: 7.113e-03 eta: 1 day, 7:26:59 time: 0.257 data_time: 0.008 memory: 5036 grad_norm: 5.1596 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5208 loss: 2.5208 2022/06/26 06:11:05 - mmengine - INFO - Epoch(train) [66][1640/3757] lr: 7.113e-03 eta: 1 day, 7:26:53 time: 0.255 data_time: 0.012 memory: 5036 grad_norm: 5.8001 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8116 loss: 2.8116 2022/06/26 06:11:11 - mmengine - INFO - Epoch(train) [66][1660/3757] lr: 7.113e-03 eta: 1 day, 7:26:48 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 6.3785 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5625 loss: 2.5625 2022/06/26 06:11:16 - mmengine - INFO - Epoch(train) [66][1680/3757] lr: 7.113e-03 eta: 1 day, 7:26:43 time: 0.253 data_time: 0.012 memory: 5036 grad_norm: 5.4772 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5361 loss: 2.5361 2022/06/26 06:11:21 - mmengine - INFO - Epoch(train) [66][1700/3757] lr: 7.113e-03 eta: 1 day, 7:26:38 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 5.9522 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3417 loss: 2.3417 2022/06/26 06:11:27 - mmengine - INFO - Epoch(train) [66][1720/3757] lr: 7.113e-03 eta: 1 day, 7:26:32 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 5.6378 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.3682 loss: 2.3682 2022/06/26 06:11:32 - mmengine - INFO - Epoch(train) [66][1740/3757] lr: 7.113e-03 eta: 1 day, 7:26:27 time: 0.244 data_time: 0.003 memory: 5036 grad_norm: 5.7305 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3124 loss: 2.3124 2022/06/26 06:11:37 - mmengine - INFO - Epoch(train) [66][1760/3757] lr: 7.113e-03 eta: 1 day, 7:26:22 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 6.2645 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5553 loss: 2.5553 2022/06/26 06:11:43 - mmengine - INFO - Epoch(train) [66][1780/3757] lr: 7.113e-03 eta: 1 day, 7:26:17 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 6.2907 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6995 loss: 2.6995 2022/06/26 06:11:46 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 06:11:48 - mmengine - INFO - Epoch(train) [66][1800/3757] lr: 7.113e-03 eta: 1 day, 7:26:12 time: 0.468 data_time: 0.006 memory: 5036 grad_norm: 6.3010 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7468 loss: 2.7468 2022/06/26 06:11:53 - mmengine - INFO - Epoch(train) [66][1820/3757] lr: 7.113e-03 eta: 1 day, 7:26:06 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 6.7627 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3181 loss: 2.3181 2022/06/26 06:11:58 - mmengine - INFO - Epoch(train) [66][1840/3757] lr: 7.113e-03 eta: 1 day, 7:26:01 time: 0.266 data_time: 0.003 memory: 5036 grad_norm: 6.7013 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.4195 loss: 3.4195 2022/06/26 06:12:04 - mmengine - INFO - Epoch(train) [66][1860/3757] lr: 7.113e-03 eta: 1 day, 7:25:56 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 7.4252 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.1541 loss: 3.1541 2022/06/26 06:12:09 - mmengine - INFO - Epoch(train) [66][1880/3757] lr: 7.113e-03 eta: 1 day, 7:25:50 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 6.6733 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.4524 loss: 2.4524 2022/06/26 06:12:14 - mmengine - INFO - Epoch(train) [66][1900/3757] lr: 7.113e-03 eta: 1 day, 7:25:45 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 6.0338 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3845 loss: 2.3845 2022/06/26 06:12:19 - mmengine - INFO - Epoch(train) [66][1920/3757] lr: 7.113e-03 eta: 1 day, 7:25:39 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 6.9468 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.6124 loss: 2.6124 2022/06/26 06:12:24 - mmengine - INFO - Epoch(train) [66][1940/3757] lr: 7.113e-03 eta: 1 day, 7:25:34 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 5.9041 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4549 loss: 2.4549 2022/06/26 06:12:30 - mmengine - INFO - Epoch(train) [66][1960/3757] lr: 7.113e-03 eta: 1 day, 7:25:29 time: 0.267 data_time: 0.003 memory: 5036 grad_norm: 6.0996 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.5048 loss: 2.5048 2022/06/26 06:12:35 - mmengine - INFO - Epoch(train) [66][1980/3757] lr: 7.113e-03 eta: 1 day, 7:25:23 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 6.2785 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8440 loss: 2.8440 2022/06/26 06:12:40 - mmengine - INFO - Epoch(train) [66][2000/3757] lr: 7.113e-03 eta: 1 day, 7:25:18 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 6.2670 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.5175 loss: 2.5175 2022/06/26 06:12:45 - mmengine - INFO - Epoch(train) [66][2020/3757] lr: 7.113e-03 eta: 1 day, 7:25:12 time: 0.261 data_time: 0.012 memory: 5036 grad_norm: 5.6547 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.2627 loss: 2.2627 2022/06/26 06:12:50 - mmengine - INFO - Epoch(train) [66][2040/3757] lr: 7.113e-03 eta: 1 day, 7:25:07 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 6.4644 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2024 loss: 2.2024 2022/06/26 06:12:56 - mmengine - INFO - Epoch(train) [66][2060/3757] lr: 7.113e-03 eta: 1 day, 7:25:02 time: 0.270 data_time: 0.003 memory: 5036 grad_norm: 5.5597 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8478 loss: 2.8478 2022/06/26 06:13:01 - mmengine - INFO - Epoch(train) [66][2080/3757] lr: 7.113e-03 eta: 1 day, 7:24:57 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 6.5224 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9501 loss: 2.9501 2022/06/26 06:13:06 - mmengine - INFO - Epoch(train) [66][2100/3757] lr: 7.113e-03 eta: 1 day, 7:24:52 time: 0.260 data_time: 0.011 memory: 5036 grad_norm: 6.5069 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5391 loss: 2.5391 2022/06/26 06:13:12 - mmengine - INFO - Epoch(train) [66][2120/3757] lr: 7.113e-03 eta: 1 day, 7:24:46 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 7.7279 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.6239 loss: 2.6239 2022/06/26 06:13:17 - mmengine - INFO - Epoch(train) [66][2140/3757] lr: 7.113e-03 eta: 1 day, 7:24:41 time: 0.266 data_time: 0.003 memory: 5036 grad_norm: 6.7144 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7206 loss: 2.7206 2022/06/26 06:13:22 - mmengine - INFO - Epoch(train) [66][2160/3757] lr: 7.113e-03 eta: 1 day, 7:24:36 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 6.0523 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.7762 loss: 2.7762 2022/06/26 06:13:27 - mmengine - INFO - Epoch(train) [66][2180/3757] lr: 7.113e-03 eta: 1 day, 7:24:30 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 7.0134 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.4315 loss: 2.4315 2022/06/26 06:13:33 - mmengine - INFO - Epoch(train) [66][2200/3757] lr: 7.113e-03 eta: 1 day, 7:24:25 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 6.2943 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.4752 loss: 2.4752 2022/06/26 06:13:38 - mmengine - INFO - Epoch(train) [66][2220/3757] lr: 7.113e-03 eta: 1 day, 7:24:20 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 6.8880 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.4222 loss: 2.4222 2022/06/26 06:13:43 - mmengine - INFO - Epoch(train) [66][2240/3757] lr: 7.113e-03 eta: 1 day, 7:24:14 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.3045 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5919 loss: 2.5919 2022/06/26 06:13:48 - mmengine - INFO - Epoch(train) [66][2260/3757] lr: 7.113e-03 eta: 1 day, 7:24:09 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 7.1575 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.6811 loss: 2.6811 2022/06/26 06:13:54 - mmengine - INFO - Epoch(train) [66][2280/3757] lr: 7.113e-03 eta: 1 day, 7:24:04 time: 0.272 data_time: 0.006 memory: 5036 grad_norm: 6.3070 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.3471 loss: 2.3471 2022/06/26 06:13:59 - mmengine - INFO - Epoch(train) [66][2300/3757] lr: 7.113e-03 eta: 1 day, 7:23:58 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 5.8497 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.2869 loss: 2.2869 2022/06/26 06:14:04 - mmengine - INFO - Epoch(train) [66][2320/3757] lr: 7.113e-03 eta: 1 day, 7:23:53 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.7222 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6900 loss: 2.6900 2022/06/26 06:14:09 - mmengine - INFO - Epoch(train) [66][2340/3757] lr: 7.113e-03 eta: 1 day, 7:23:48 time: 0.259 data_time: 0.016 memory: 5036 grad_norm: 7.1147 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.0529 loss: 2.0529 2022/06/26 06:14:14 - mmengine - INFO - Epoch(train) [66][2360/3757] lr: 7.113e-03 eta: 1 day, 7:23:42 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 5.5663 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8584 loss: 2.8584 2022/06/26 06:14:20 - mmengine - INFO - Epoch(train) [66][2380/3757] lr: 7.113e-03 eta: 1 day, 7:23:37 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 6.8212 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.6927 loss: 2.6927 2022/06/26 06:14:25 - mmengine - INFO - Epoch(train) [66][2400/3757] lr: 7.113e-03 eta: 1 day, 7:23:32 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 5.4719 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.1719 loss: 2.1719 2022/06/26 06:14:30 - mmengine - INFO - Epoch(train) [66][2420/3757] lr: 7.113e-03 eta: 1 day, 7:23:27 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 6.1529 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9309 loss: 2.9309 2022/06/26 06:14:36 - mmengine - INFO - Epoch(train) [66][2440/3757] lr: 7.113e-03 eta: 1 day, 7:23:21 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 6.0360 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.7827 loss: 2.7827 2022/06/26 06:14:41 - mmengine - INFO - Epoch(train) [66][2460/3757] lr: 7.113e-03 eta: 1 day, 7:23:16 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 8.3179 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 3.0059 loss: 3.0059 2022/06/26 06:14:46 - mmengine - INFO - Epoch(train) [66][2480/3757] lr: 7.113e-03 eta: 1 day, 7:23:10 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.9329 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6213 loss: 2.6213 2022/06/26 06:14:51 - mmengine - INFO - Epoch(train) [66][2500/3757] lr: 7.113e-03 eta: 1 day, 7:23:05 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 5.8406 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4717 loss: 2.4717 2022/06/26 06:14:56 - mmengine - INFO - Epoch(train) [66][2520/3757] lr: 7.113e-03 eta: 1 day, 7:23:00 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 7.6977 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2821 loss: 2.2821 2022/06/26 06:15:02 - mmengine - INFO - Epoch(train) [66][2540/3757] lr: 7.113e-03 eta: 1 day, 7:22:55 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 5.6702 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8595 loss: 2.8595 2022/06/26 06:15:07 - mmengine - INFO - Epoch(train) [66][2560/3757] lr: 7.113e-03 eta: 1 day, 7:22:49 time: 0.262 data_time: 0.009 memory: 5036 grad_norm: 6.5213 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.6267 loss: 2.6267 2022/06/26 06:15:12 - mmengine - INFO - Epoch(train) [66][2580/3757] lr: 7.113e-03 eta: 1 day, 7:22:44 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 6.6330 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6645 loss: 2.6645 2022/06/26 06:15:17 - mmengine - INFO - Epoch(train) [66][2600/3757] lr: 7.113e-03 eta: 1 day, 7:22:39 time: 0.271 data_time: 0.003 memory: 5036 grad_norm: 5.5800 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4495 loss: 2.4495 2022/06/26 06:15:23 - mmengine - INFO - Epoch(train) [66][2620/3757] lr: 7.113e-03 eta: 1 day, 7:22:33 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 7.3097 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.3503 loss: 2.3503 2022/06/26 06:15:28 - mmengine - INFO - Epoch(train) [66][2640/3757] lr: 7.113e-03 eta: 1 day, 7:22:28 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 6.3240 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.2660 loss: 2.2660 2022/06/26 06:15:33 - mmengine - INFO - Epoch(train) [66][2660/3757] lr: 7.113e-03 eta: 1 day, 7:22:22 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 6.6384 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6678 loss: 2.6678 2022/06/26 06:15:38 - mmengine - INFO - Epoch(train) [66][2680/3757] lr: 7.113e-03 eta: 1 day, 7:22:17 time: 0.319 data_time: 0.005 memory: 5036 grad_norm: 6.2975 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0895 loss: 3.0895 2022/06/26 06:15:43 - mmengine - INFO - Epoch(train) [66][2700/3757] lr: 7.113e-03 eta: 1 day, 7:22:12 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 5.9627 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6154 loss: 2.6154 2022/06/26 06:15:49 - mmengine - INFO - Epoch(train) [66][2720/3757] lr: 7.113e-03 eta: 1 day, 7:22:06 time: 0.262 data_time: 0.023 memory: 5036 grad_norm: 6.9364 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2376 loss: 2.2376 2022/06/26 06:15:54 - mmengine - INFO - Epoch(train) [66][2740/3757] lr: 7.113e-03 eta: 1 day, 7:22:01 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 7.1222 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6847 loss: 2.6847 2022/06/26 06:15:59 - mmengine - INFO - Epoch(train) [66][2760/3757] lr: 7.113e-03 eta: 1 day, 7:21:56 time: 0.271 data_time: 0.003 memory: 5036 grad_norm: 6.6731 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7637 loss: 2.7637 2022/06/26 06:16:05 - mmengine - INFO - Epoch(train) [66][2780/3757] lr: 7.113e-03 eta: 1 day, 7:21:51 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 5.7682 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.9085 loss: 2.9085 2022/06/26 06:16:09 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 06:16:10 - mmengine - INFO - Epoch(train) [66][2800/3757] lr: 7.113e-03 eta: 1 day, 7:21:45 time: 0.272 data_time: 0.028 memory: 5036 grad_norm: 6.1777 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9245 loss: 2.9245 2022/06/26 06:16:15 - mmengine - INFO - Epoch(train) [66][2820/3757] lr: 7.113e-03 eta: 1 day, 7:21:40 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.7072 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.3962 loss: 2.3962 2022/06/26 06:16:20 - mmengine - INFO - Epoch(train) [66][2840/3757] lr: 7.113e-03 eta: 1 day, 7:21:35 time: 0.275 data_time: 0.003 memory: 5036 grad_norm: 5.2309 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3352 loss: 2.3352 2022/06/26 06:16:26 - mmengine - INFO - Epoch(train) [66][2860/3757] lr: 7.113e-03 eta: 1 day, 7:21:29 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 6.4235 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8762 loss: 2.8762 2022/06/26 06:16:31 - mmengine - INFO - Epoch(train) [66][2880/3757] lr: 7.113e-03 eta: 1 day, 7:21:24 time: 0.264 data_time: 0.019 memory: 5036 grad_norm: 5.5376 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.3517 loss: 2.3517 2022/06/26 06:16:36 - mmengine - INFO - Epoch(train) [66][2900/3757] lr: 7.113e-03 eta: 1 day, 7:21:19 time: 0.283 data_time: 0.003 memory: 5036 grad_norm: 6.3205 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.5081 loss: 2.5081 2022/06/26 06:16:41 - mmengine - INFO - Epoch(train) [66][2920/3757] lr: 7.113e-03 eta: 1 day, 7:21:14 time: 0.280 data_time: 0.003 memory: 5036 grad_norm: 6.2780 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6269 loss: 2.6269 2022/06/26 06:16:47 - mmengine - INFO - Epoch(train) [66][2940/3757] lr: 7.113e-03 eta: 1 day, 7:21:08 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 7.0271 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4173 loss: 2.4173 2022/06/26 06:16:52 - mmengine - INFO - Epoch(train) [66][2960/3757] lr: 7.113e-03 eta: 1 day, 7:21:03 time: 0.274 data_time: 0.022 memory: 5036 grad_norm: 6.0217 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3895 loss: 2.3895 2022/06/26 06:16:57 - mmengine - INFO - Epoch(train) [66][2980/3757] lr: 7.113e-03 eta: 1 day, 7:20:58 time: 0.266 data_time: 0.003 memory: 5036 grad_norm: 7.7649 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.9522 loss: 2.9522 2022/06/26 06:17:03 - mmengine - INFO - Epoch(train) [66][3000/3757] lr: 7.113e-03 eta: 1 day, 7:20:53 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 6.4296 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.0139 loss: 3.0139 2022/06/26 06:17:08 - mmengine - INFO - Epoch(train) [66][3020/3757] lr: 7.113e-03 eta: 1 day, 7:20:48 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 5.6509 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6874 loss: 2.6874 2022/06/26 06:17:13 - mmengine - INFO - Epoch(train) [66][3040/3757] lr: 7.113e-03 eta: 1 day, 7:20:42 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 6.3690 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.5813 loss: 2.5813 2022/06/26 06:17:19 - mmengine - INFO - Epoch(train) [66][3060/3757] lr: 7.113e-03 eta: 1 day, 7:20:37 time: 0.529 data_time: 0.003 memory: 5036 grad_norm: 5.7643 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.5960 loss: 2.5960 2022/06/26 06:17:24 - mmengine - INFO - Epoch(train) [66][3080/3757] lr: 7.113e-03 eta: 1 day, 7:20:32 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 5.4330 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4028 loss: 2.4028 2022/06/26 06:17:29 - mmengine - INFO - Epoch(train) [66][3100/3757] lr: 7.113e-03 eta: 1 day, 7:20:26 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 6.3003 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.4660 loss: 2.4660 2022/06/26 06:17:34 - mmengine - INFO - Epoch(train) [66][3120/3757] lr: 7.113e-03 eta: 1 day, 7:20:21 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 6.0836 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8469 loss: 2.8469 2022/06/26 06:17:39 - mmengine - INFO - Epoch(train) [66][3140/3757] lr: 7.113e-03 eta: 1 day, 7:20:15 time: 0.251 data_time: 0.009 memory: 5036 grad_norm: 6.2026 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4317 loss: 2.4317 2022/06/26 06:17:44 - mmengine - INFO - Epoch(train) [66][3160/3757] lr: 7.113e-03 eta: 1 day, 7:20:10 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 5.9367 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.4377 loss: 2.4377 2022/06/26 06:17:49 - mmengine - INFO - Epoch(train) [66][3180/3757] lr: 7.113e-03 eta: 1 day, 7:20:04 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 6.6868 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1197 loss: 3.1197 2022/06/26 06:17:55 - mmengine - INFO - Epoch(train) [66][3200/3757] lr: 7.113e-03 eta: 1 day, 7:19:59 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 5.6358 top1_acc: 0.1250 top5_acc: 0.8750 loss_cls: 2.0213 loss: 2.0213 2022/06/26 06:18:00 - mmengine - INFO - Epoch(train) [66][3220/3757] lr: 7.113e-03 eta: 1 day, 7:19:53 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 5.1741 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.5252 loss: 2.5252 2022/06/26 06:18:05 - mmengine - INFO - Epoch(train) [66][3240/3757] lr: 7.113e-03 eta: 1 day, 7:19:48 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 7.0150 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8084 loss: 2.8084 2022/06/26 06:18:10 - mmengine - INFO - Epoch(train) [66][3260/3757] lr: 7.113e-03 eta: 1 day, 7:19:42 time: 0.249 data_time: 0.005 memory: 5036 grad_norm: 6.2319 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.4923 loss: 2.4923 2022/06/26 06:18:15 - mmengine - INFO - Epoch(train) [66][3280/3757] lr: 7.113e-03 eta: 1 day, 7:19:37 time: 0.244 data_time: 0.003 memory: 5036 grad_norm: 5.8897 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3169 loss: 2.3169 2022/06/26 06:18:20 - mmengine - INFO - Epoch(train) [66][3300/3757] lr: 7.113e-03 eta: 1 day, 7:19:32 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 6.5046 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8054 loss: 2.8054 2022/06/26 06:18:26 - mmengine - INFO - Epoch(train) [66][3320/3757] lr: 7.113e-03 eta: 1 day, 7:19:26 time: 0.257 data_time: 0.002 memory: 5036 grad_norm: 6.2177 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7830 loss: 2.7830 2022/06/26 06:18:31 - mmengine - INFO - Epoch(train) [66][3340/3757] lr: 7.113e-03 eta: 1 day, 7:19:21 time: 0.255 data_time: 0.017 memory: 5036 grad_norm: 6.5724 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.2560 loss: 3.2560 2022/06/26 06:18:36 - mmengine - INFO - Epoch(train) [66][3360/3757] lr: 7.113e-03 eta: 1 day, 7:19:16 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 5.9966 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2701 loss: 2.2701 2022/06/26 06:18:41 - mmengine - INFO - Epoch(train) [66][3380/3757] lr: 7.113e-03 eta: 1 day, 7:19:10 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 7.0292 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.9801 loss: 2.9801 2022/06/26 06:18:46 - mmengine - INFO - Epoch(train) [66][3400/3757] lr: 7.113e-03 eta: 1 day, 7:19:05 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 6.0781 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6990 loss: 2.6990 2022/06/26 06:18:52 - mmengine - INFO - Epoch(train) [66][3420/3757] lr: 7.113e-03 eta: 1 day, 7:19:00 time: 0.245 data_time: 0.006 memory: 5036 grad_norm: 6.3102 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.7283 loss: 2.7283 2022/06/26 06:18:57 - mmengine - INFO - Epoch(train) [66][3440/3757] lr: 7.113e-03 eta: 1 day, 7:18:54 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 6.3876 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.5646 loss: 2.5646 2022/06/26 06:19:02 - mmengine - INFO - Epoch(train) [66][3460/3757] lr: 7.113e-03 eta: 1 day, 7:18:49 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 5.3945 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.4943 loss: 2.4943 2022/06/26 06:19:08 - mmengine - INFO - Epoch(train) [66][3480/3757] lr: 7.113e-03 eta: 1 day, 7:18:44 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 7.3349 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7765 loss: 2.7765 2022/06/26 06:19:13 - mmengine - INFO - Epoch(train) [66][3500/3757] lr: 7.113e-03 eta: 1 day, 7:18:39 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 6.4772 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.9460 loss: 2.9460 2022/06/26 06:19:18 - mmengine - INFO - Epoch(train) [66][3520/3757] lr: 7.113e-03 eta: 1 day, 7:18:34 time: 0.407 data_time: 0.003 memory: 5036 grad_norm: 6.0623 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7380 loss: 2.7380 2022/06/26 06:19:24 - mmengine - INFO - Epoch(train) [66][3540/3757] lr: 7.113e-03 eta: 1 day, 7:18:29 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 7.0519 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9391 loss: 2.9391 2022/06/26 06:19:29 - mmengine - INFO - Epoch(train) [66][3560/3757] lr: 7.113e-03 eta: 1 day, 7:18:23 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 6.6074 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.8522 loss: 2.8522 2022/06/26 06:19:34 - mmengine - INFO - Epoch(train) [66][3580/3757] lr: 7.113e-03 eta: 1 day, 7:18:18 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 6.0497 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5358 loss: 2.5358 2022/06/26 06:19:39 - mmengine - INFO - Epoch(train) [66][3600/3757] lr: 7.113e-03 eta: 1 day, 7:18:13 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 6.5080 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.6627 loss: 2.6627 2022/06/26 06:19:45 - mmengine - INFO - Epoch(train) [66][3620/3757] lr: 7.113e-03 eta: 1 day, 7:18:07 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 7.0375 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.4864 loss: 2.4864 2022/06/26 06:19:50 - mmengine - INFO - Epoch(train) [66][3640/3757] lr: 7.113e-03 eta: 1 day, 7:18:02 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 6.4556 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5286 loss: 2.5286 2022/06/26 06:19:55 - mmengine - INFO - Epoch(train) [66][3660/3757] lr: 7.113e-03 eta: 1 day, 7:17:57 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.5439 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5921 loss: 2.5921 2022/06/26 06:20:01 - mmengine - INFO - Epoch(train) [66][3680/3757] lr: 7.113e-03 eta: 1 day, 7:17:52 time: 0.273 data_time: 0.003 memory: 5036 grad_norm: 5.6845 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6524 loss: 2.6524 2022/06/26 06:20:06 - mmengine - INFO - Epoch(train) [66][3700/3757] lr: 7.113e-03 eta: 1 day, 7:17:46 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 6.5329 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9982 loss: 1.9982 2022/06/26 06:20:11 - mmengine - INFO - Epoch(train) [66][3720/3757] lr: 7.113e-03 eta: 1 day, 7:17:42 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 6.2124 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.8526 loss: 2.8526 2022/06/26 06:20:17 - mmengine - INFO - Epoch(train) [66][3740/3757] lr: 7.113e-03 eta: 1 day, 7:17:36 time: 0.240 data_time: 0.002 memory: 5036 grad_norm: 6.5490 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.5357 loss: 2.5357 2022/06/26 06:20:21 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 06:20:21 - mmengine - INFO - Saving checkpoint at 66 epochs 2022/06/26 06:20:35 - mmengine - INFO - Epoch(val) [66][20/310] eta: 0:01:48 time: 0.103 data_time: 0.001 memory: 5036 2022/06/26 06:20:39 - mmengine - INFO - Epoch(val) [66][40/310] eta: 0:01:27 time: 0.126 data_time: 0.019 memory: 1723 2022/06/26 06:20:43 - mmengine - INFO - Epoch(val) [66][60/310] eta: 0:00:26 time: 0.109 data_time: 0.002 memory: 1723 2022/06/26 06:20:48 - mmengine - INFO - Epoch(val) [66][80/310] eta: 0:00:32 time: 0.109 data_time: 0.001 memory: 1723 2022/06/26 06:20:54 - mmengine - INFO - Epoch(val) [66][100/310] eta: 0:01:04 time: 0.109 data_time: 0.008 memory: 1723 2022/06/26 06:21:00 - mmengine - INFO - Epoch(val) [66][120/310] eta: 0:01:08 time: 0.351 data_time: 0.250 memory: 1723 2022/06/26 06:21:04 - mmengine - INFO - Epoch(val) [66][140/310] eta: 0:00:25 time: 0.106 data_time: 0.004 memory: 1723 2022/06/26 06:21:09 - mmengine - INFO - Epoch(val) [66][160/310] eta: 0:00:15 time: 0.108 data_time: 0.001 memory: 1723 2022/06/26 06:21:16 - mmengine - INFO - Epoch(val) [66][180/310] eta: 0:00:39 time: 0.510 data_time: 0.402 memory: 1723 2022/06/26 06:21:21 - mmengine - INFO - Epoch(val) [66][200/310] eta: 0:00:38 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 06:21:25 - mmengine - INFO - Epoch(val) [66][220/310] eta: 0:00:12 time: 0.106 data_time: 0.004 memory: 1723 2022/06/26 06:21:30 - mmengine - INFO - Epoch(val) [66][240/310] eta: 0:00:07 time: 0.105 data_time: 0.002 memory: 1723 2022/06/26 06:21:37 - mmengine - INFO - Epoch(val) [66][260/310] eta: 0:00:18 time: 0.811 data_time: 0.709 memory: 1723 2022/06/26 06:21:41 - mmengine - INFO - Epoch(val) [66][280/310] eta: 0:00:08 time: 0.127 data_time: 0.002 memory: 1723 2022/06/26 06:21:43 - mmengine - INFO - Epoch(val) [66][300/310] eta: 0:00:01 time: 0.102 data_time: 0.001 memory: 1723 2022/06/26 06:21:46 - mmengine - INFO - Epoch(val) [66][310/310] acc/top1: 0.4809 acc/top5: 0.7342 acc/mean1: 0.4807 2022/06/26 06:21:55 - mmengine - INFO - Epoch(train) [67][20/3757] lr: 7.034e-03 eta: 1 day, 7:17:31 time: 0.277 data_time: 0.036 memory: 5036 grad_norm: 6.2949 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4989 loss: 2.4989 2022/06/26 06:22:00 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 06:22:01 - mmengine - INFO - Epoch(train) [67][40/3757] lr: 7.034e-03 eta: 1 day, 7:17:26 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 6.5507 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6434 loss: 2.6434 2022/06/26 06:22:06 - mmengine - INFO - Epoch(train) [67][60/3757] lr: 7.034e-03 eta: 1 day, 7:17:20 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 6.5862 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.1586 loss: 2.1586 2022/06/26 06:22:11 - mmengine - INFO - Epoch(train) [67][80/3757] lr: 7.034e-03 eta: 1 day, 7:17:15 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 5.7024 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.7485 loss: 2.7485 2022/06/26 06:22:17 - mmengine - INFO - Epoch(train) [67][100/3757] lr: 7.034e-03 eta: 1 day, 7:17:11 time: 0.277 data_time: 0.038 memory: 5036 grad_norm: 6.3394 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4804 loss: 2.4804 2022/06/26 06:22:22 - mmengine - INFO - Epoch(train) [67][120/3757] lr: 7.034e-03 eta: 1 day, 7:17:05 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 5.9209 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8897 loss: 2.8897 2022/06/26 06:22:27 - mmengine - INFO - Epoch(train) [67][140/3757] lr: 7.034e-03 eta: 1 day, 7:17:00 time: 0.248 data_time: 0.004 memory: 5036 grad_norm: 5.5853 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1785 loss: 2.1785 2022/06/26 06:22:33 - mmengine - INFO - Epoch(train) [67][160/3757] lr: 7.034e-03 eta: 1 day, 7:16:55 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 5.9780 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7752 loss: 2.7752 2022/06/26 06:22:38 - mmengine - INFO - Epoch(train) [67][180/3757] lr: 7.034e-03 eta: 1 day, 7:16:49 time: 0.261 data_time: 0.023 memory: 5036 grad_norm: 6.1026 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5183 loss: 2.5183 2022/06/26 06:22:43 - mmengine - INFO - Epoch(train) [67][200/3757] lr: 7.034e-03 eta: 1 day, 7:16:44 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 6.3337 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9757 loss: 2.9757 2022/06/26 06:22:48 - mmengine - INFO - Epoch(train) [67][220/3757] lr: 7.034e-03 eta: 1 day, 7:16:39 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.2992 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.4411 loss: 2.4411 2022/06/26 06:22:54 - mmengine - INFO - Epoch(train) [67][240/3757] lr: 7.034e-03 eta: 1 day, 7:16:34 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 6.5970 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2230 loss: 2.2230 2022/06/26 06:22:59 - mmengine - INFO - Epoch(train) [67][260/3757] lr: 7.034e-03 eta: 1 day, 7:16:28 time: 0.283 data_time: 0.035 memory: 5036 grad_norm: 7.3490 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6846 loss: 2.6846 2022/06/26 06:23:04 - mmengine - INFO - Epoch(train) [67][280/3757] lr: 7.034e-03 eta: 1 day, 7:16:23 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 6.0729 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.9338 loss: 2.9338 2022/06/26 06:23:10 - mmengine - INFO - Epoch(train) [67][300/3757] lr: 7.034e-03 eta: 1 day, 7:16:18 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 5.4589 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.2277 loss: 2.2277 2022/06/26 06:23:15 - mmengine - INFO - Epoch(train) [67][320/3757] lr: 7.034e-03 eta: 1 day, 7:16:13 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 6.2559 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.6828 loss: 2.6828 2022/06/26 06:23:20 - mmengine - INFO - Epoch(train) [67][340/3757] lr: 7.034e-03 eta: 1 day, 7:16:07 time: 0.268 data_time: 0.029 memory: 5036 grad_norm: 5.4716 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7950 loss: 2.7950 2022/06/26 06:23:25 - mmengine - INFO - Epoch(train) [67][360/3757] lr: 7.034e-03 eta: 1 day, 7:16:02 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 6.1224 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6185 loss: 2.6185 2022/06/26 06:23:31 - mmengine - INFO - Epoch(train) [67][380/3757] lr: 7.034e-03 eta: 1 day, 7:15:57 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 6.1972 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.6881 loss: 2.6881 2022/06/26 06:23:36 - mmengine - INFO - Epoch(train) [67][400/3757] lr: 7.034e-03 eta: 1 day, 7:15:52 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 6.8720 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.6184 loss: 2.6184 2022/06/26 06:23:42 - mmengine - INFO - Epoch(train) [67][420/3757] lr: 7.034e-03 eta: 1 day, 7:15:47 time: 0.271 data_time: 0.034 memory: 5036 grad_norm: 7.4712 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8543 loss: 2.8543 2022/06/26 06:23:47 - mmengine - INFO - Epoch(train) [67][440/3757] lr: 7.034e-03 eta: 1 day, 7:15:41 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 7.0249 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1031 loss: 3.1031 2022/06/26 06:23:52 - mmengine - INFO - Epoch(train) [67][460/3757] lr: 7.034e-03 eta: 1 day, 7:15:36 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 6.7842 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 2.9641 loss: 2.9641 2022/06/26 06:23:57 - mmengine - INFO - Epoch(train) [67][480/3757] lr: 7.034e-03 eta: 1 day, 7:15:31 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 6.8307 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.7423 loss: 2.7423 2022/06/26 06:24:02 - mmengine - INFO - Epoch(train) [67][500/3757] lr: 7.034e-03 eta: 1 day, 7:15:25 time: 0.272 data_time: 0.025 memory: 5036 grad_norm: 6.2132 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.7708 loss: 2.7708 2022/06/26 06:24:08 - mmengine - INFO - Epoch(train) [67][520/3757] lr: 7.034e-03 eta: 1 day, 7:15:20 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 5.5949 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.3391 loss: 2.3391 2022/06/26 06:24:13 - mmengine - INFO - Epoch(train) [67][540/3757] lr: 7.034e-03 eta: 1 day, 7:15:15 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 7.0234 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8148 loss: 2.8148 2022/06/26 06:24:18 - mmengine - INFO - Epoch(train) [67][560/3757] lr: 7.034e-03 eta: 1 day, 7:15:10 time: 0.254 data_time: 0.010 memory: 5036 grad_norm: 6.0932 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.4608 loss: 2.4608 2022/06/26 06:24:24 - mmengine - INFO - Epoch(train) [67][580/3757] lr: 7.034e-03 eta: 1 day, 7:15:05 time: 0.279 data_time: 0.036 memory: 5036 grad_norm: 7.0538 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.2120 loss: 3.2120 2022/06/26 06:24:29 - mmengine - INFO - Epoch(train) [67][600/3757] lr: 7.034e-03 eta: 1 day, 7:14:59 time: 0.309 data_time: 0.003 memory: 5036 grad_norm: 5.3979 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.5387 loss: 2.5387 2022/06/26 06:24:34 - mmengine - INFO - Epoch(train) [67][620/3757] lr: 7.034e-03 eta: 1 day, 7:14:54 time: 0.250 data_time: 0.004 memory: 5036 grad_norm: 5.7133 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7067 loss: 2.7067 2022/06/26 06:24:39 - mmengine - INFO - Epoch(train) [67][640/3757] lr: 7.034e-03 eta: 1 day, 7:14:49 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 5.9474 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7888 loss: 2.7888 2022/06/26 06:24:44 - mmengine - INFO - Epoch(train) [67][660/3757] lr: 7.034e-03 eta: 1 day, 7:14:43 time: 0.264 data_time: 0.024 memory: 5036 grad_norm: 7.1252 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 2.7766 loss: 2.7766 2022/06/26 06:24:50 - mmengine - INFO - Epoch(train) [67][680/3757] lr: 7.034e-03 eta: 1 day, 7:14:38 time: 0.260 data_time: 0.002 memory: 5036 grad_norm: 6.5825 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5938 loss: 2.5938 2022/06/26 06:24:55 - mmengine - INFO - Epoch(train) [67][700/3757] lr: 7.034e-03 eta: 1 day, 7:14:33 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 5.3780 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1327 loss: 2.1327 2022/06/26 06:25:00 - mmengine - INFO - Epoch(train) [67][720/3757] lr: 7.034e-03 eta: 1 day, 7:14:27 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 5.6970 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.1429 loss: 2.1429 2022/06/26 06:25:05 - mmengine - INFO - Epoch(train) [67][740/3757] lr: 7.034e-03 eta: 1 day, 7:14:22 time: 0.254 data_time: 0.015 memory: 5036 grad_norm: 6.5016 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.5412 loss: 2.5412 2022/06/26 06:25:11 - mmengine - INFO - Epoch(train) [67][760/3757] lr: 7.034e-03 eta: 1 day, 7:14:17 time: 0.255 data_time: 0.011 memory: 5036 grad_norm: 6.3745 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3321 loss: 2.3321 2022/06/26 06:25:16 - mmengine - INFO - Epoch(train) [67][780/3757] lr: 7.034e-03 eta: 1 day, 7:14:11 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 6.9498 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6721 loss: 2.6721 2022/06/26 06:25:21 - mmengine - INFO - Epoch(train) [67][800/3757] lr: 7.034e-03 eta: 1 day, 7:14:06 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 6.0864 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.8345 loss: 2.8345 2022/06/26 06:25:26 - mmengine - INFO - Epoch(train) [67][820/3757] lr: 7.034e-03 eta: 1 day, 7:14:00 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 6.2755 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.2885 loss: 2.2885 2022/06/26 06:25:32 - mmengine - INFO - Epoch(train) [67][840/3757] lr: 7.034e-03 eta: 1 day, 7:13:55 time: 0.261 data_time: 0.016 memory: 5036 grad_norm: 5.9111 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2760 loss: 2.2760 2022/06/26 06:25:37 - mmengine - INFO - Epoch(train) [67][860/3757] lr: 7.034e-03 eta: 1 day, 7:13:50 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 6.0363 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5622 loss: 2.5622 2022/06/26 06:25:42 - mmengine - INFO - Epoch(train) [67][880/3757] lr: 7.034e-03 eta: 1 day, 7:13:44 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.6770 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.8731 loss: 2.8731 2022/06/26 06:25:47 - mmengine - INFO - Epoch(train) [67][900/3757] lr: 7.034e-03 eta: 1 day, 7:13:39 time: 0.258 data_time: 0.008 memory: 5036 grad_norm: 6.2851 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.4731 loss: 2.4731 2022/06/26 06:25:52 - mmengine - INFO - Epoch(train) [67][920/3757] lr: 7.034e-03 eta: 1 day, 7:13:34 time: 0.249 data_time: 0.011 memory: 5036 grad_norm: 6.2007 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.9300 loss: 2.9300 2022/06/26 06:25:58 - mmengine - INFO - Epoch(train) [67][940/3757] lr: 7.034e-03 eta: 1 day, 7:13:28 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 6.2440 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.5335 loss: 2.5335 2022/06/26 06:26:03 - mmengine - INFO - Epoch(train) [67][960/3757] lr: 7.034e-03 eta: 1 day, 7:13:23 time: 0.271 data_time: 0.003 memory: 5036 grad_norm: 5.4169 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3557 loss: 2.3557 2022/06/26 06:26:08 - mmengine - INFO - Epoch(train) [67][980/3757] lr: 7.034e-03 eta: 1 day, 7:13:17 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 6.6045 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6428 loss: 2.6428 2022/06/26 06:26:13 - mmengine - INFO - Epoch(train) [67][1000/3757] lr: 7.034e-03 eta: 1 day, 7:13:12 time: 0.257 data_time: 0.012 memory: 5036 grad_norm: 5.8488 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.6210 loss: 2.6210 2022/06/26 06:26:18 - mmengine - INFO - Epoch(train) [67][1020/3757] lr: 7.034e-03 eta: 1 day, 7:13:07 time: 0.248 data_time: 0.005 memory: 5036 grad_norm: 5.9314 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.4900 loss: 2.4900 2022/06/26 06:26:23 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 06:26:24 - mmengine - INFO - Epoch(train) [67][1040/3757] lr: 7.034e-03 eta: 1 day, 7:13:01 time: 0.250 data_time: 0.005 memory: 5036 grad_norm: 6.2175 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4834 loss: 2.4834 2022/06/26 06:26:29 - mmengine - INFO - Epoch(train) [67][1060/3757] lr: 7.034e-03 eta: 1 day, 7:12:56 time: 0.280 data_time: 0.003 memory: 5036 grad_norm: 6.8774 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4696 loss: 2.4696 2022/06/26 06:26:34 - mmengine - INFO - Epoch(train) [67][1080/3757] lr: 7.034e-03 eta: 1 day, 7:12:51 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 6.1194 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.4746 loss: 2.4746 2022/06/26 06:26:40 - mmengine - INFO - Epoch(train) [67][1100/3757] lr: 7.034e-03 eta: 1 day, 7:12:46 time: 0.405 data_time: 0.007 memory: 5036 grad_norm: 6.2998 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.9265 loss: 2.9265 2022/06/26 06:26:45 - mmengine - INFO - Epoch(train) [67][1120/3757] lr: 7.034e-03 eta: 1 day, 7:12:40 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.9747 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.7719 loss: 2.7719 2022/06/26 06:26:50 - mmengine - INFO - Epoch(train) [67][1140/3757] lr: 7.034e-03 eta: 1 day, 7:12:35 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.1593 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6797 loss: 2.6797 2022/06/26 06:26:55 - mmengine - INFO - Epoch(train) [67][1160/3757] lr: 7.034e-03 eta: 1 day, 7:12:30 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 6.2921 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7397 loss: 2.7397 2022/06/26 06:27:00 - mmengine - INFO - Epoch(train) [67][1180/3757] lr: 7.034e-03 eta: 1 day, 7:12:24 time: 0.261 data_time: 0.008 memory: 5036 grad_norm: 6.2154 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2568 loss: 2.2568 2022/06/26 06:27:06 - mmengine - INFO - Epoch(train) [67][1200/3757] lr: 7.034e-03 eta: 1 day, 7:12:19 time: 0.251 data_time: 0.009 memory: 5036 grad_norm: 6.5448 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.7320 loss: 2.7320 2022/06/26 06:27:11 - mmengine - INFO - Epoch(train) [67][1220/3757] lr: 7.034e-03 eta: 1 day, 7:12:14 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 6.6224 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9436 loss: 2.9436 2022/06/26 06:27:16 - mmengine - INFO - Epoch(train) [67][1240/3757] lr: 7.034e-03 eta: 1 day, 7:12:08 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 7.2186 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2393 loss: 2.2393 2022/06/26 06:27:21 - mmengine - INFO - Epoch(train) [67][1260/3757] lr: 7.034e-03 eta: 1 day, 7:12:03 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 6.2125 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6484 loss: 2.6484 2022/06/26 06:27:26 - mmengine - INFO - Epoch(train) [67][1280/3757] lr: 7.034e-03 eta: 1 day, 7:11:57 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 7.1030 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.9580 loss: 2.9580 2022/06/26 06:27:32 - mmengine - INFO - Epoch(train) [67][1300/3757] lr: 7.034e-03 eta: 1 day, 7:11:52 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 6.4654 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2476 loss: 2.2476 2022/06/26 06:27:37 - mmengine - INFO - Epoch(train) [67][1320/3757] lr: 7.034e-03 eta: 1 day, 7:11:47 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 7.7516 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9531 loss: 2.9531 2022/06/26 06:27:42 - mmengine - INFO - Epoch(train) [67][1340/3757] lr: 7.034e-03 eta: 1 day, 7:11:41 time: 0.266 data_time: 0.003 memory: 5036 grad_norm: 5.8253 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6843 loss: 2.6843 2022/06/26 06:27:47 - mmengine - INFO - Epoch(train) [67][1360/3757] lr: 7.034e-03 eta: 1 day, 7:11:36 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 5.7490 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.6758 loss: 2.6758 2022/06/26 06:27:53 - mmengine - INFO - Epoch(train) [67][1380/3757] lr: 7.034e-03 eta: 1 day, 7:11:31 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 6.0341 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5940 loss: 2.5940 2022/06/26 06:27:58 - mmengine - INFO - Epoch(train) [67][1400/3757] lr: 7.034e-03 eta: 1 day, 7:11:26 time: 0.271 data_time: 0.005 memory: 5036 grad_norm: 6.2012 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.9882 loss: 2.9882 2022/06/26 06:28:03 - mmengine - INFO - Epoch(train) [67][1420/3757] lr: 7.034e-03 eta: 1 day, 7:11:20 time: 0.280 data_time: 0.003 memory: 5036 grad_norm: 6.0537 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.6858 loss: 2.6858 2022/06/26 06:28:08 - mmengine - INFO - Epoch(train) [67][1440/3757] lr: 7.034e-03 eta: 1 day, 7:11:15 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 6.1718 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7634 loss: 2.7634 2022/06/26 06:28:14 - mmengine - INFO - Epoch(train) [67][1460/3757] lr: 7.034e-03 eta: 1 day, 7:11:10 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.8285 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5106 loss: 2.5106 2022/06/26 06:28:19 - mmengine - INFO - Epoch(train) [67][1480/3757] lr: 7.034e-03 eta: 1 day, 7:11:05 time: 0.339 data_time: 0.003 memory: 5036 grad_norm: 6.1903 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.5223 loss: 2.5223 2022/06/26 06:28:25 - mmengine - INFO - Epoch(train) [67][1500/3757] lr: 7.034e-03 eta: 1 day, 7:11:00 time: 0.281 data_time: 0.003 memory: 5036 grad_norm: 6.0829 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.8767 loss: 2.8767 2022/06/26 06:28:30 - mmengine - INFO - Epoch(train) [67][1520/3757] lr: 7.034e-03 eta: 1 day, 7:10:55 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 6.2757 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6641 loss: 2.6641 2022/06/26 06:28:35 - mmengine - INFO - Epoch(train) [67][1540/3757] lr: 7.034e-03 eta: 1 day, 7:10:50 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 6.7028 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4766 loss: 2.4766 2022/06/26 06:28:41 - mmengine - INFO - Epoch(train) [67][1560/3757] lr: 7.034e-03 eta: 1 day, 7:10:44 time: 0.275 data_time: 0.003 memory: 5036 grad_norm: 6.2471 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.5181 loss: 2.5181 2022/06/26 06:28:46 - mmengine - INFO - Epoch(train) [67][1580/3757] lr: 7.034e-03 eta: 1 day, 7:10:39 time: 0.274 data_time: 0.003 memory: 5036 grad_norm: 6.2212 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.6118 loss: 2.6118 2022/06/26 06:28:51 - mmengine - INFO - Epoch(train) [67][1600/3757] lr: 7.034e-03 eta: 1 day, 7:10:34 time: 0.248 data_time: 0.008 memory: 5036 grad_norm: 6.1401 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7890 loss: 2.7890 2022/06/26 06:28:56 - mmengine - INFO - Epoch(train) [67][1620/3757] lr: 7.034e-03 eta: 1 day, 7:10:29 time: 0.248 data_time: 0.009 memory: 5036 grad_norm: 6.5535 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4232 loss: 2.4232 2022/06/26 06:29:02 - mmengine - INFO - Epoch(train) [67][1640/3757] lr: 7.034e-03 eta: 1 day, 7:10:24 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 6.6260 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4805 loss: 2.4805 2022/06/26 06:29:07 - mmengine - INFO - Epoch(train) [67][1660/3757] lr: 7.034e-03 eta: 1 day, 7:10:18 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 7.1262 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2905 loss: 2.2905 2022/06/26 06:29:13 - mmengine - INFO - Epoch(train) [67][1680/3757] lr: 7.034e-03 eta: 1 day, 7:10:14 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 6.2480 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6412 loss: 2.6412 2022/06/26 06:29:18 - mmengine - INFO - Epoch(train) [67][1700/3757] lr: 7.034e-03 eta: 1 day, 7:10:09 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 6.0074 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7761 loss: 2.7761 2022/06/26 06:29:23 - mmengine - INFO - Epoch(train) [67][1720/3757] lr: 7.034e-03 eta: 1 day, 7:10:03 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 5.8402 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 2.3518 loss: 2.3518 2022/06/26 06:29:29 - mmengine - INFO - Epoch(train) [67][1740/3757] lr: 7.034e-03 eta: 1 day, 7:09:58 time: 0.262 data_time: 0.005 memory: 5036 grad_norm: 6.6387 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9599 loss: 2.9599 2022/06/26 06:29:34 - mmengine - INFO - Epoch(train) [67][1760/3757] lr: 7.034e-03 eta: 1 day, 7:09:53 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 6.3429 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6794 loss: 2.6794 2022/06/26 06:29:39 - mmengine - INFO - Epoch(train) [67][1780/3757] lr: 7.034e-03 eta: 1 day, 7:09:48 time: 0.250 data_time: 0.007 memory: 5036 grad_norm: 6.3713 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1874 loss: 2.1874 2022/06/26 06:29:44 - mmengine - INFO - Epoch(train) [67][1800/3757] lr: 7.034e-03 eta: 1 day, 7:09:42 time: 0.248 data_time: 0.009 memory: 5036 grad_norm: 6.5099 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8694 loss: 2.8694 2022/06/26 06:29:50 - mmengine - INFO - Epoch(train) [67][1820/3757] lr: 7.034e-03 eta: 1 day, 7:09:37 time: 0.591 data_time: 0.007 memory: 5036 grad_norm: 6.3021 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3587 loss: 2.3587 2022/06/26 06:29:55 - mmengine - INFO - Epoch(train) [67][1840/3757] lr: 7.034e-03 eta: 1 day, 7:09:32 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 5.9221 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8379 loss: 2.8379 2022/06/26 06:30:00 - mmengine - INFO - Epoch(train) [67][1860/3757] lr: 7.034e-03 eta: 1 day, 7:09:26 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 6.8322 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4820 loss: 2.4820 2022/06/26 06:30:05 - mmengine - INFO - Epoch(train) [67][1880/3757] lr: 7.034e-03 eta: 1 day, 7:09:21 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 6.7945 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5459 loss: 2.5459 2022/06/26 06:30:10 - mmengine - INFO - Epoch(train) [67][1900/3757] lr: 7.034e-03 eta: 1 day, 7:09:15 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 6.1161 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0740 loss: 3.0740 2022/06/26 06:30:16 - mmengine - INFO - Epoch(train) [67][1920/3757] lr: 7.034e-03 eta: 1 day, 7:09:10 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 6.6627 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.4699 loss: 2.4699 2022/06/26 06:30:21 - mmengine - INFO - Epoch(train) [67][1940/3757] lr: 7.034e-03 eta: 1 day, 7:09:05 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 7.1170 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.6862 loss: 2.6862 2022/06/26 06:30:26 - mmengine - INFO - Epoch(train) [67][1960/3757] lr: 7.034e-03 eta: 1 day, 7:08:59 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 6.0181 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8872 loss: 2.8872 2022/06/26 06:30:31 - mmengine - INFO - Epoch(train) [67][1980/3757] lr: 7.034e-03 eta: 1 day, 7:08:54 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 5.7595 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.7586 loss: 2.7586 2022/06/26 06:30:37 - mmengine - INFO - Epoch(train) [67][2000/3757] lr: 7.034e-03 eta: 1 day, 7:08:49 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 6.5115 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8615 loss: 2.8615 2022/06/26 06:30:42 - mmengine - INFO - Epoch(train) [67][2020/3757] lr: 7.034e-03 eta: 1 day, 7:08:43 time: 0.277 data_time: 0.009 memory: 5036 grad_norm: 6.8907 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.8680 loss: 2.8680 2022/06/26 06:30:46 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 06:30:47 - mmengine - INFO - Epoch(train) [67][2040/3757] lr: 7.034e-03 eta: 1 day, 7:08:38 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 7.1438 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9888 loss: 2.9888 2022/06/26 06:30:52 - mmengine - INFO - Epoch(train) [67][2060/3757] lr: 7.034e-03 eta: 1 day, 7:08:32 time: 0.257 data_time: 0.004 memory: 5036 grad_norm: 6.2179 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.5982 loss: 2.5982 2022/06/26 06:30:57 - mmengine - INFO - Epoch(train) [67][2080/3757] lr: 7.034e-03 eta: 1 day, 7:08:27 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 5.6755 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.5088 loss: 2.5088 2022/06/26 06:31:03 - mmengine - INFO - Epoch(train) [67][2100/3757] lr: 7.034e-03 eta: 1 day, 7:08:22 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 6.2767 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.2333 loss: 2.2333 2022/06/26 06:31:08 - mmengine - INFO - Epoch(train) [67][2120/3757] lr: 7.034e-03 eta: 1 day, 7:08:16 time: 0.250 data_time: 0.004 memory: 5036 grad_norm: 6.7666 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5846 loss: 2.5846 2022/06/26 06:31:13 - mmengine - INFO - Epoch(train) [67][2140/3757] lr: 7.034e-03 eta: 1 day, 7:08:11 time: 0.257 data_time: 0.008 memory: 5036 grad_norm: 5.8169 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1207 loss: 2.1207 2022/06/26 06:31:18 - mmengine - INFO - Epoch(train) [67][2160/3757] lr: 7.034e-03 eta: 1 day, 7:08:06 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 7.4649 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4028 loss: 2.4028 2022/06/26 06:31:24 - mmengine - INFO - Epoch(train) [67][2180/3757] lr: 7.034e-03 eta: 1 day, 7:08:01 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 6.4239 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7647 loss: 2.7647 2022/06/26 06:31:29 - mmengine - INFO - Epoch(train) [67][2200/3757] lr: 7.034e-03 eta: 1 day, 7:07:55 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 6.5374 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.3730 loss: 2.3730 2022/06/26 06:31:34 - mmengine - INFO - Epoch(train) [67][2220/3757] lr: 7.034e-03 eta: 1 day, 7:07:50 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 6.7736 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.3277 loss: 2.3277 2022/06/26 06:31:40 - mmengine - INFO - Epoch(train) [67][2240/3757] lr: 7.034e-03 eta: 1 day, 7:07:45 time: 0.309 data_time: 0.003 memory: 5036 grad_norm: 5.8430 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.5003 loss: 2.5003 2022/06/26 06:31:45 - mmengine - INFO - Epoch(train) [67][2260/3757] lr: 7.034e-03 eta: 1 day, 7:07:40 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 7.1681 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4473 loss: 2.4473 2022/06/26 06:31:50 - mmengine - INFO - Epoch(train) [67][2280/3757] lr: 7.034e-03 eta: 1 day, 7:07:34 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 6.0384 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.0110 loss: 3.0110 2022/06/26 06:31:55 - mmengine - INFO - Epoch(train) [67][2300/3757] lr: 7.034e-03 eta: 1 day, 7:07:29 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 7.1710 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.4642 loss: 2.4642 2022/06/26 06:32:01 - mmengine - INFO - Epoch(train) [67][2320/3757] lr: 7.034e-03 eta: 1 day, 7:07:24 time: 0.252 data_time: 0.004 memory: 5036 grad_norm: 6.0661 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2151 loss: 2.2151 2022/06/26 06:32:06 - mmengine - INFO - Epoch(train) [67][2340/3757] lr: 7.034e-03 eta: 1 day, 7:07:18 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 6.0335 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9418 loss: 2.9418 2022/06/26 06:32:11 - mmengine - INFO - Epoch(train) [67][2360/3757] lr: 7.034e-03 eta: 1 day, 7:07:13 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 6.3525 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.0394 loss: 3.0394 2022/06/26 06:32:16 - mmengine - INFO - Epoch(train) [67][2380/3757] lr: 7.034e-03 eta: 1 day, 7:07:08 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 7.2425 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6583 loss: 2.6583 2022/06/26 06:32:21 - mmengine - INFO - Epoch(train) [67][2400/3757] lr: 7.034e-03 eta: 1 day, 7:07:02 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 5.9878 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.2173 loss: 2.2173 2022/06/26 06:32:27 - mmengine - INFO - Epoch(train) [67][2420/3757] lr: 7.034e-03 eta: 1 day, 7:06:57 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 6.2583 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8607 loss: 2.8607 2022/06/26 06:32:32 - mmengine - INFO - Epoch(train) [67][2440/3757] lr: 7.034e-03 eta: 1 day, 7:06:51 time: 0.247 data_time: 0.006 memory: 5036 grad_norm: 5.7506 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4863 loss: 2.4863 2022/06/26 06:32:37 - mmengine - INFO - Epoch(train) [67][2460/3757] lr: 7.034e-03 eta: 1 day, 7:06:46 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 6.1414 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.5690 loss: 2.5690 2022/06/26 06:32:42 - mmengine - INFO - Epoch(train) [67][2480/3757] lr: 7.034e-03 eta: 1 day, 7:06:41 time: 0.257 data_time: 0.002 memory: 5036 grad_norm: 6.6204 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7254 loss: 2.7254 2022/06/26 06:32:47 - mmengine - INFO - Epoch(train) [67][2500/3757] lr: 7.034e-03 eta: 1 day, 7:06:35 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 5.8470 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8853 loss: 2.8853 2022/06/26 06:32:53 - mmengine - INFO - Epoch(train) [67][2520/3757] lr: 7.034e-03 eta: 1 day, 7:06:30 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 6.0368 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.4681 loss: 2.4681 2022/06/26 06:32:58 - mmengine - INFO - Epoch(train) [67][2540/3757] lr: 7.034e-03 eta: 1 day, 7:06:25 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 6.2051 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.7306 loss: 2.7306 2022/06/26 06:33:03 - mmengine - INFO - Epoch(train) [67][2560/3757] lr: 7.034e-03 eta: 1 day, 7:06:19 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 5.4837 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.3687 loss: 2.3687 2022/06/26 06:33:08 - mmengine - INFO - Epoch(train) [67][2580/3757] lr: 7.034e-03 eta: 1 day, 7:06:14 time: 0.256 data_time: 0.011 memory: 5036 grad_norm: 6.1036 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.2055 loss: 2.2055 2022/06/26 06:33:14 - mmengine - INFO - Epoch(train) [67][2600/3757] lr: 7.034e-03 eta: 1 day, 7:06:09 time: 0.277 data_time: 0.021 memory: 5036 grad_norm: 5.9354 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4526 loss: 2.4526 2022/06/26 06:33:19 - mmengine - INFO - Epoch(train) [67][2620/3757] lr: 7.034e-03 eta: 1 day, 7:06:04 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 6.7028 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.1224 loss: 3.1224 2022/06/26 06:33:24 - mmengine - INFO - Epoch(train) [67][2640/3757] lr: 7.034e-03 eta: 1 day, 7:05:58 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 6.4170 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7888 loss: 2.7888 2022/06/26 06:33:29 - mmengine - INFO - Epoch(train) [67][2660/3757] lr: 7.034e-03 eta: 1 day, 7:05:53 time: 0.254 data_time: 0.018 memory: 5036 grad_norm: 5.8522 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6583 loss: 2.6583 2022/06/26 06:33:35 - mmengine - INFO - Epoch(train) [67][2680/3757] lr: 7.034e-03 eta: 1 day, 7:05:48 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 5.8099 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8055 loss: 2.8055 2022/06/26 06:33:40 - mmengine - INFO - Epoch(train) [67][2700/3757] lr: 7.034e-03 eta: 1 day, 7:05:42 time: 0.272 data_time: 0.003 memory: 5036 grad_norm: 6.0780 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.8967 loss: 2.8967 2022/06/26 06:33:45 - mmengine - INFO - Epoch(train) [67][2720/3757] lr: 7.034e-03 eta: 1 day, 7:05:37 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 6.0997 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.9523 loss: 2.9523 2022/06/26 06:33:50 - mmengine - INFO - Epoch(train) [67][2740/3757] lr: 7.034e-03 eta: 1 day, 7:05:31 time: 0.259 data_time: 0.019 memory: 5036 grad_norm: 6.3973 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.6207 loss: 2.6207 2022/06/26 06:33:56 - mmengine - INFO - Epoch(train) [67][2760/3757] lr: 7.034e-03 eta: 1 day, 7:05:26 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 7.4479 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.5921 loss: 2.5921 2022/06/26 06:34:01 - mmengine - INFO - Epoch(train) [67][2780/3757] lr: 7.034e-03 eta: 1 day, 7:05:21 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 6.7516 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.4081 loss: 3.4081 2022/06/26 06:34:06 - mmengine - INFO - Epoch(train) [67][2800/3757] lr: 7.034e-03 eta: 1 day, 7:05:15 time: 0.257 data_time: 0.004 memory: 5036 grad_norm: 6.2492 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0588 loss: 2.0588 2022/06/26 06:34:11 - mmengine - INFO - Epoch(train) [67][2820/3757] lr: 7.034e-03 eta: 1 day, 7:05:10 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 6.4745 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.7140 loss: 2.7140 2022/06/26 06:34:16 - mmengine - INFO - Epoch(train) [67][2840/3757] lr: 7.034e-03 eta: 1 day, 7:05:05 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 6.5620 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.1302 loss: 3.1302 2022/06/26 06:34:22 - mmengine - INFO - Epoch(train) [67][2860/3757] lr: 7.034e-03 eta: 1 day, 7:04:59 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 6.9432 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5989 loss: 2.5989 2022/06/26 06:34:27 - mmengine - INFO - Epoch(train) [67][2880/3757] lr: 7.034e-03 eta: 1 day, 7:04:54 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 7.1012 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.6981 loss: 2.6981 2022/06/26 06:34:32 - mmengine - INFO - Epoch(train) [67][2900/3757] lr: 7.034e-03 eta: 1 day, 7:04:49 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 6.5686 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.3152 loss: 2.3152 2022/06/26 06:34:37 - mmengine - INFO - Epoch(train) [67][2920/3757] lr: 7.034e-03 eta: 1 day, 7:04:43 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 6.1151 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8621 loss: 2.8621 2022/06/26 06:34:42 - mmengine - INFO - Epoch(train) [67][2940/3757] lr: 7.034e-03 eta: 1 day, 7:04:38 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 6.9119 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4124 loss: 2.4124 2022/06/26 06:34:48 - mmengine - INFO - Epoch(train) [67][2960/3757] lr: 7.034e-03 eta: 1 day, 7:04:33 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 7.2011 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7636 loss: 2.7636 2022/06/26 06:34:53 - mmengine - INFO - Epoch(train) [67][2980/3757] lr: 7.034e-03 eta: 1 day, 7:04:28 time: 0.273 data_time: 0.003 memory: 5036 grad_norm: 6.0602 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9523 loss: 2.9523 2022/06/26 06:34:59 - mmengine - INFO - Epoch(train) [67][3000/3757] lr: 7.034e-03 eta: 1 day, 7:04:23 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 7.1054 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.4627 loss: 2.4627 2022/06/26 06:35:04 - mmengine - INFO - Epoch(train) [67][3020/3757] lr: 7.034e-03 eta: 1 day, 7:04:17 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 6.6670 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4024 loss: 2.4024 2022/06/26 06:35:09 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 06:35:09 - mmengine - INFO - Epoch(train) [67][3040/3757] lr: 7.034e-03 eta: 1 day, 7:04:12 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 6.6505 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8113 loss: 2.8113 2022/06/26 06:35:14 - mmengine - INFO - Epoch(train) [67][3060/3757] lr: 7.034e-03 eta: 1 day, 7:04:07 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 5.9132 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7436 loss: 2.7436 2022/06/26 06:35:20 - mmengine - INFO - Epoch(train) [67][3080/3757] lr: 7.034e-03 eta: 1 day, 7:04:01 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 5.7815 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6239 loss: 2.6239 2022/06/26 06:35:25 - mmengine - INFO - Epoch(train) [67][3100/3757] lr: 7.034e-03 eta: 1 day, 7:03:56 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 7.0649 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.6347 loss: 2.6347 2022/06/26 06:35:30 - mmengine - INFO - Epoch(train) [67][3120/3757] lr: 7.034e-03 eta: 1 day, 7:03:51 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 6.9338 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.7983 loss: 2.7983 2022/06/26 06:35:35 - mmengine - INFO - Epoch(train) [67][3140/3757] lr: 7.034e-03 eta: 1 day, 7:03:46 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 6.8055 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1111 loss: 3.1111 2022/06/26 06:35:41 - mmengine - INFO - Epoch(train) [67][3160/3757] lr: 7.034e-03 eta: 1 day, 7:03:40 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 8.0152 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1032 loss: 3.1032 2022/06/26 06:35:46 - mmengine - INFO - Epoch(train) [67][3180/3757] lr: 7.034e-03 eta: 1 day, 7:03:35 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 6.5089 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4251 loss: 2.4251 2022/06/26 06:35:51 - mmengine - INFO - Epoch(train) [67][3200/3757] lr: 7.034e-03 eta: 1 day, 7:03:30 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 6.8015 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.2430 loss: 2.2430 2022/06/26 06:35:56 - mmengine - INFO - Epoch(train) [67][3220/3757] lr: 7.034e-03 eta: 1 day, 7:03:24 time: 0.257 data_time: 0.004 memory: 5036 grad_norm: 6.0168 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.6900 loss: 2.6900 2022/06/26 06:36:02 - mmengine - INFO - Epoch(train) [67][3240/3757] lr: 7.034e-03 eta: 1 day, 7:03:19 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 6.9164 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.8005 loss: 2.8005 2022/06/26 06:36:07 - mmengine - INFO - Epoch(train) [67][3260/3757] lr: 7.034e-03 eta: 1 day, 7:03:14 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 5.4138 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6045 loss: 2.6045 2022/06/26 06:36:12 - mmengine - INFO - Epoch(train) [67][3280/3757] lr: 7.034e-03 eta: 1 day, 7:03:09 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 6.4373 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8920 loss: 2.8920 2022/06/26 06:36:18 - mmengine - INFO - Epoch(train) [67][3300/3757] lr: 7.034e-03 eta: 1 day, 7:03:03 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 7.6757 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8801 loss: 2.8801 2022/06/26 06:36:23 - mmengine - INFO - Epoch(train) [67][3320/3757] lr: 7.034e-03 eta: 1 day, 7:02:58 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 7.5833 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6220 loss: 2.6220 2022/06/26 06:36:28 - mmengine - INFO - Epoch(train) [67][3340/3757] lr: 7.034e-03 eta: 1 day, 7:02:53 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 6.6946 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6376 loss: 2.6376 2022/06/26 06:36:33 - mmengine - INFO - Epoch(train) [67][3360/3757] lr: 7.034e-03 eta: 1 day, 7:02:48 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 6.3531 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7085 loss: 2.7085 2022/06/26 06:36:39 - mmengine - INFO - Epoch(train) [67][3380/3757] lr: 7.034e-03 eta: 1 day, 7:02:42 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.1717 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.3149 loss: 2.3149 2022/06/26 06:36:44 - mmengine - INFO - Epoch(train) [67][3400/3757] lr: 7.034e-03 eta: 1 day, 7:02:38 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.8538 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3474 loss: 2.3474 2022/06/26 06:36:50 - mmengine - INFO - Epoch(train) [67][3420/3757] lr: 7.034e-03 eta: 1 day, 7:02:33 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 5.2051 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.6599 loss: 2.6599 2022/06/26 06:36:55 - mmengine - INFO - Epoch(train) [67][3440/3757] lr: 7.034e-03 eta: 1 day, 7:02:27 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 6.0417 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5755 loss: 2.5755 2022/06/26 06:37:00 - mmengine - INFO - Epoch(train) [67][3460/3757] lr: 7.034e-03 eta: 1 day, 7:02:22 time: 0.312 data_time: 0.006 memory: 5036 grad_norm: 6.3273 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8103 loss: 2.8103 2022/06/26 06:37:05 - mmengine - INFO - Epoch(train) [67][3480/3757] lr: 7.034e-03 eta: 1 day, 7:02:17 time: 0.249 data_time: 0.011 memory: 5036 grad_norm: 5.8334 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5627 loss: 2.5627 2022/06/26 06:37:11 - mmengine - INFO - Epoch(train) [67][3500/3757] lr: 7.034e-03 eta: 1 day, 7:02:12 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 5.6331 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8744 loss: 2.8744 2022/06/26 06:37:16 - mmengine - INFO - Epoch(train) [67][3520/3757] lr: 7.034e-03 eta: 1 day, 7:02:06 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 6.3041 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.4695 loss: 2.4695 2022/06/26 06:37:22 - mmengine - INFO - Epoch(train) [67][3540/3757] lr: 7.034e-03 eta: 1 day, 7:02:02 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 6.5835 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5689 loss: 2.5689 2022/06/26 06:37:27 - mmengine - INFO - Epoch(train) [67][3560/3757] lr: 7.034e-03 eta: 1 day, 7:01:56 time: 0.252 data_time: 0.011 memory: 5036 grad_norm: 6.4981 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3152 loss: 2.3152 2022/06/26 06:37:32 - mmengine - INFO - Epoch(train) [67][3580/3757] lr: 7.034e-03 eta: 1 day, 7:01:51 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 7.0242 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8144 loss: 2.8144 2022/06/26 06:37:37 - mmengine - INFO - Epoch(train) [67][3600/3757] lr: 7.034e-03 eta: 1 day, 7:01:45 time: 0.258 data_time: 0.008 memory: 5036 grad_norm: 6.4674 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6485 loss: 2.6485 2022/06/26 06:37:42 - mmengine - INFO - Epoch(train) [67][3620/3757] lr: 7.034e-03 eta: 1 day, 7:01:40 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 5.9779 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9274 loss: 1.9274 2022/06/26 06:37:47 - mmengine - INFO - Epoch(train) [67][3640/3757] lr: 7.034e-03 eta: 1 day, 7:01:34 time: 0.250 data_time: 0.011 memory: 5036 grad_norm: 7.0082 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0891 loss: 2.0891 2022/06/26 06:37:52 - mmengine - INFO - Epoch(train) [67][3660/3757] lr: 7.034e-03 eta: 1 day, 7:01:28 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 5.9910 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 2.6934 loss: 2.6934 2022/06/26 06:37:57 - mmengine - INFO - Epoch(train) [67][3680/3757] lr: 7.034e-03 eta: 1 day, 7:01:23 time: 0.250 data_time: 0.009 memory: 5036 grad_norm: 6.9596 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6826 loss: 2.6826 2022/06/26 06:38:03 - mmengine - INFO - Epoch(train) [67][3700/3757] lr: 7.034e-03 eta: 1 day, 7:01:17 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 6.5144 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7530 loss: 2.7530 2022/06/26 06:38:08 - mmengine - INFO - Epoch(train) [67][3720/3757] lr: 7.034e-03 eta: 1 day, 7:01:12 time: 0.259 data_time: 0.020 memory: 5036 grad_norm: 5.3781 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.7866 loss: 2.7866 2022/06/26 06:38:13 - mmengine - INFO - Epoch(train) [67][3740/3757] lr: 7.034e-03 eta: 1 day, 7:01:06 time: 0.242 data_time: 0.002 memory: 5036 grad_norm: 6.7137 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.9870 loss: 2.9870 2022/06/26 06:38:17 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 06:38:17 - mmengine - INFO - Saving checkpoint at 67 epochs 2022/06/26 06:38:30 - mmengine - INFO - Epoch(val) [67][20/310] eta: 0:01:46 time: 0.103 data_time: 0.001 memory: 5036 2022/06/26 06:38:35 - mmengine - INFO - Epoch(val) [67][40/310] eta: 0:01:34 time: 0.108 data_time: 0.001 memory: 1723 2022/06/26 06:38:39 - mmengine - INFO - Epoch(val) [67][60/310] eta: 0:00:25 time: 0.106 data_time: 0.005 memory: 1723 2022/06/26 06:38:44 - mmengine - INFO - Epoch(val) [67][80/310] eta: 0:00:24 time: 0.109 data_time: 0.002 memory: 1723 2022/06/26 06:38:51 - mmengine - INFO - Epoch(val) [67][100/310] eta: 0:01:16 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 06:38:56 - mmengine - INFO - Epoch(val) [67][120/310] eta: 0:01:09 time: 0.109 data_time: 0.001 memory: 1723 2022/06/26 06:39:01 - mmengine - INFO - Epoch(val) [67][140/310] eta: 0:00:18 time: 0.113 data_time: 0.012 memory: 1723 2022/06/26 06:39:05 - mmengine - INFO - Epoch(val) [67][160/310] eta: 0:00:15 time: 0.106 data_time: 0.004 memory: 1723 2022/06/26 06:39:12 - mmengine - INFO - Epoch(val) [67][180/310] eta: 0:00:45 time: 0.107 data_time: 0.005 memory: 1723 2022/06/26 06:39:17 - mmengine - INFO - Epoch(val) [67][200/310] eta: 0:00:40 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 06:39:22 - mmengine - INFO - Epoch(val) [67][220/310] eta: 0:00:14 time: 0.109 data_time: 0.002 memory: 1723 2022/06/26 06:39:26 - mmengine - INFO - Epoch(val) [67][240/310] eta: 0:00:07 time: 0.104 data_time: 0.001 memory: 1723 2022/06/26 06:39:33 - mmengine - INFO - Epoch(val) [67][260/310] eta: 0:00:15 time: 0.219 data_time: 0.118 memory: 1723 2022/06/26 06:39:37 - mmengine - INFO - Epoch(val) [67][280/310] eta: 0:00:09 time: 0.110 data_time: 0.002 memory: 1723 2022/06/26 06:39:39 - mmengine - INFO - Epoch(val) [67][300/310] eta: 0:00:01 time: 0.102 data_time: 0.001 memory: 1723 2022/06/26 06:39:42 - mmengine - INFO - Epoch(val) [67][310/310] acc/top1: 0.4776 acc/top5: 0.7331 acc/mean1: 0.4775 2022/06/26 06:39:51 - mmengine - INFO - Epoch(train) [68][20/3757] lr: 6.954e-03 eta: 1 day, 7:01:01 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 6.2004 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2899 loss: 2.2899 2022/06/26 06:39:56 - mmengine - INFO - Epoch(train) [68][40/3757] lr: 6.954e-03 eta: 1 day, 7:00:55 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 6.6393 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.7684 loss: 2.7684 2022/06/26 06:40:02 - mmengine - INFO - Epoch(train) [68][60/3757] lr: 6.954e-03 eta: 1 day, 7:00:50 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 6.5382 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.3674 loss: 2.3674 2022/06/26 06:40:07 - mmengine - INFO - Epoch(train) [68][80/3757] lr: 6.954e-03 eta: 1 day, 7:00:45 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 6.4120 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0651 loss: 3.0651 2022/06/26 06:40:13 - mmengine - INFO - Epoch(train) [68][100/3757] lr: 6.954e-03 eta: 1 day, 7:00:40 time: 0.267 data_time: 0.004 memory: 5036 grad_norm: 6.9385 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.4397 loss: 2.4397 2022/06/26 06:40:18 - mmengine - INFO - Epoch(train) [68][120/3757] lr: 6.954e-03 eta: 1 day, 7:00:35 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.5411 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3913 loss: 2.3913 2022/06/26 06:40:24 - mmengine - INFO - Epoch(train) [68][140/3757] lr: 6.954e-03 eta: 1 day, 7:00:30 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 6.0639 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4769 loss: 2.4769 2022/06/26 06:40:29 - mmengine - INFO - Epoch(train) [68][160/3757] lr: 6.954e-03 eta: 1 day, 7:00:25 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 6.3377 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.3487 loss: 2.3487 2022/06/26 06:40:34 - mmengine - INFO - Epoch(train) [68][180/3757] lr: 6.954e-03 eta: 1 day, 7:00:20 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 6.1574 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6643 loss: 2.6643 2022/06/26 06:40:39 - mmengine - INFO - Epoch(train) [68][200/3757] lr: 6.954e-03 eta: 1 day, 7:00:14 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 5.1673 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9033 loss: 1.9033 2022/06/26 06:40:45 - mmengine - INFO - Epoch(train) [68][220/3757] lr: 6.954e-03 eta: 1 day, 7:00:09 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 6.3225 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6361 loss: 2.6361 2022/06/26 06:40:50 - mmengine - INFO - Epoch(train) [68][240/3757] lr: 6.954e-03 eta: 1 day, 7:00:04 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 5.9098 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6469 loss: 2.6469 2022/06/26 06:40:55 - mmengine - INFO - Epoch(train) [68][260/3757] lr: 6.954e-03 eta: 1 day, 6:59:59 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 9.0470 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.6919 loss: 2.6919 2022/06/26 06:41:00 - mmengine - INFO - Epoch(train) [68][280/3757] lr: 6.954e-03 eta: 1 day, 6:59:53 time: 0.249 data_time: 0.004 memory: 5036 grad_norm: 6.4980 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.9450 loss: 2.9450 2022/06/26 06:41:01 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 06:41:06 - mmengine - INFO - Epoch(train) [68][300/3757] lr: 6.954e-03 eta: 1 day, 6:59:48 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.4277 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.5979 loss: 2.5979 2022/06/26 06:41:11 - mmengine - INFO - Epoch(train) [68][320/3757] lr: 6.954e-03 eta: 1 day, 6:59:42 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 6.7617 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4151 loss: 2.4151 2022/06/26 06:41:16 - mmengine - INFO - Epoch(train) [68][340/3757] lr: 6.954e-03 eta: 1 day, 6:59:37 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 5.8811 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5824 loss: 2.5824 2022/06/26 06:41:21 - mmengine - INFO - Epoch(train) [68][360/3757] lr: 6.954e-03 eta: 1 day, 6:59:32 time: 0.272 data_time: 0.003 memory: 5036 grad_norm: 7.3157 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0240 loss: 3.0240 2022/06/26 06:41:27 - mmengine - INFO - Epoch(train) [68][380/3757] lr: 6.954e-03 eta: 1 day, 6:59:26 time: 0.248 data_time: 0.008 memory: 5036 grad_norm: 5.7857 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7958 loss: 2.7958 2022/06/26 06:41:32 - mmengine - INFO - Epoch(train) [68][400/3757] lr: 6.954e-03 eta: 1 day, 6:59:21 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.2747 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.9480 loss: 2.9480 2022/06/26 06:41:37 - mmengine - INFO - Epoch(train) [68][420/3757] lr: 6.954e-03 eta: 1 day, 6:59:16 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 6.6390 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6087 loss: 2.6087 2022/06/26 06:41:43 - mmengine - INFO - Epoch(train) [68][440/3757] lr: 6.954e-03 eta: 1 day, 6:59:11 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 5.8429 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.9537 loss: 2.9537 2022/06/26 06:41:48 - mmengine - INFO - Epoch(train) [68][460/3757] lr: 6.954e-03 eta: 1 day, 6:59:06 time: 0.254 data_time: 0.013 memory: 5036 grad_norm: 5.3210 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7964 loss: 2.7964 2022/06/26 06:41:54 - mmengine - INFO - Epoch(train) [68][480/3757] lr: 6.954e-03 eta: 1 day, 6:59:01 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 6.6614 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.3745 loss: 2.3745 2022/06/26 06:41:59 - mmengine - INFO - Epoch(train) [68][500/3757] lr: 6.954e-03 eta: 1 day, 6:58:56 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 7.0576 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6338 loss: 2.6338 2022/06/26 06:42:05 - mmengine - INFO - Epoch(train) [68][520/3757] lr: 6.954e-03 eta: 1 day, 6:58:51 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 5.3995 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.7268 loss: 2.7268 2022/06/26 06:42:10 - mmengine - INFO - Epoch(train) [68][540/3757] lr: 6.954e-03 eta: 1 day, 6:58:46 time: 0.251 data_time: 0.007 memory: 5036 grad_norm: 5.7392 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7453 loss: 2.7453 2022/06/26 06:42:15 - mmengine - INFO - Epoch(train) [68][560/3757] lr: 6.954e-03 eta: 1 day, 6:58:41 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 6.9013 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5767 loss: 2.5767 2022/06/26 06:42:20 - mmengine - INFO - Epoch(train) [68][580/3757] lr: 6.954e-03 eta: 1 day, 6:58:35 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 6.9805 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5076 loss: 2.5076 2022/06/26 06:42:25 - mmengine - INFO - Epoch(train) [68][600/3757] lr: 6.954e-03 eta: 1 day, 6:58:30 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 5.9868 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.5200 loss: 2.5200 2022/06/26 06:42:31 - mmengine - INFO - Epoch(train) [68][620/3757] lr: 6.954e-03 eta: 1 day, 6:58:25 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 6.4938 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.4761 loss: 2.4761 2022/06/26 06:42:36 - mmengine - INFO - Epoch(train) [68][640/3757] lr: 6.954e-03 eta: 1 day, 6:58:19 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 6.2415 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5740 loss: 2.5740 2022/06/26 06:42:41 - mmengine - INFO - Epoch(train) [68][660/3757] lr: 6.954e-03 eta: 1 day, 6:58:14 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 7.8870 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1169 loss: 3.1169 2022/06/26 06:42:46 - mmengine - INFO - Epoch(train) [68][680/3757] lr: 6.954e-03 eta: 1 day, 6:58:08 time: 0.248 data_time: 0.008 memory: 5036 grad_norm: 6.0084 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4374 loss: 2.4374 2022/06/26 06:42:51 - mmengine - INFO - Epoch(train) [68][700/3757] lr: 6.954e-03 eta: 1 day, 6:58:03 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 8.1696 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.5901 loss: 2.5901 2022/06/26 06:42:57 - mmengine - INFO - Epoch(train) [68][720/3757] lr: 6.954e-03 eta: 1 day, 6:57:58 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 6.1509 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1816 loss: 2.1816 2022/06/26 06:43:02 - mmengine - INFO - Epoch(train) [68][740/3757] lr: 6.954e-03 eta: 1 day, 6:57:52 time: 0.246 data_time: 0.004 memory: 5036 grad_norm: 6.0542 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.4747 loss: 2.4747 2022/06/26 06:43:07 - mmengine - INFO - Epoch(train) [68][760/3757] lr: 6.954e-03 eta: 1 day, 6:57:47 time: 0.256 data_time: 0.011 memory: 5036 grad_norm: 5.9584 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6794 loss: 2.6794 2022/06/26 06:43:12 - mmengine - INFO - Epoch(train) [68][780/3757] lr: 6.954e-03 eta: 1 day, 6:57:42 time: 0.262 data_time: 0.002 memory: 5036 grad_norm: 6.7936 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.3964 loss: 2.3964 2022/06/26 06:43:17 - mmengine - INFO - Epoch(train) [68][800/3757] lr: 6.954e-03 eta: 1 day, 6:57:36 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 6.6928 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.3098 loss: 2.3098 2022/06/26 06:43:23 - mmengine - INFO - Epoch(train) [68][820/3757] lr: 6.954e-03 eta: 1 day, 6:57:31 time: 0.267 data_time: 0.006 memory: 5036 grad_norm: 7.0407 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.2581 loss: 2.2581 2022/06/26 06:43:28 - mmengine - INFO - Epoch(train) [68][840/3757] lr: 6.954e-03 eta: 1 day, 6:57:26 time: 0.246 data_time: 0.004 memory: 5036 grad_norm: 6.3109 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.6000 loss: 2.6000 2022/06/26 06:43:33 - mmengine - INFO - Epoch(train) [68][860/3757] lr: 6.954e-03 eta: 1 day, 6:57:20 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 6.4798 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.7771 loss: 2.7771 2022/06/26 06:43:38 - mmengine - INFO - Epoch(train) [68][880/3757] lr: 6.954e-03 eta: 1 day, 6:57:15 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 5.9993 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3754 loss: 2.3754 2022/06/26 06:43:44 - mmengine - INFO - Epoch(train) [68][900/3757] lr: 6.954e-03 eta: 1 day, 6:57:10 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 7.5734 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4567 loss: 2.4567 2022/06/26 06:43:49 - mmengine - INFO - Epoch(train) [68][920/3757] lr: 6.954e-03 eta: 1 day, 6:57:04 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 6.8867 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4546 loss: 2.4546 2022/06/26 06:43:54 - mmengine - INFO - Epoch(train) [68][940/3757] lr: 6.954e-03 eta: 1 day, 6:56:59 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 6.4681 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3123 loss: 2.3123 2022/06/26 06:43:59 - mmengine - INFO - Epoch(train) [68][960/3757] lr: 6.954e-03 eta: 1 day, 6:56:54 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.6342 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5843 loss: 2.5843 2022/06/26 06:44:05 - mmengine - INFO - Epoch(train) [68][980/3757] lr: 6.954e-03 eta: 1 day, 6:56:48 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 6.2680 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.6914 loss: 2.6914 2022/06/26 06:44:10 - mmengine - INFO - Epoch(train) [68][1000/3757] lr: 6.954e-03 eta: 1 day, 6:56:43 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 5.9372 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.4492 loss: 2.4492 2022/06/26 06:44:15 - mmengine - INFO - Epoch(train) [68][1020/3757] lr: 6.954e-03 eta: 1 day, 6:56:38 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 6.0976 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1797 loss: 3.1797 2022/06/26 06:44:20 - mmengine - INFO - Epoch(train) [68][1040/3757] lr: 6.954e-03 eta: 1 day, 6:56:32 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 6.2613 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.2945 loss: 2.2945 2022/06/26 06:44:26 - mmengine - INFO - Epoch(train) [68][1060/3757] lr: 6.954e-03 eta: 1 day, 6:56:27 time: 0.268 data_time: 0.006 memory: 5036 grad_norm: 5.9366 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1538 loss: 2.1538 2022/06/26 06:44:31 - mmengine - INFO - Epoch(train) [68][1080/3757] lr: 6.954e-03 eta: 1 day, 6:56:22 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 7.0415 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7489 loss: 2.7489 2022/06/26 06:44:36 - mmengine - INFO - Epoch(train) [68][1100/3757] lr: 6.954e-03 eta: 1 day, 6:56:16 time: 0.270 data_time: 0.003 memory: 5036 grad_norm: 6.4554 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0898 loss: 2.0898 2022/06/26 06:44:41 - mmengine - INFO - Epoch(train) [68][1120/3757] lr: 6.954e-03 eta: 1 day, 6:56:11 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 6.1914 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6143 loss: 2.6143 2022/06/26 06:44:46 - mmengine - INFO - Epoch(train) [68][1140/3757] lr: 6.954e-03 eta: 1 day, 6:56:06 time: 0.263 data_time: 0.012 memory: 5036 grad_norm: 6.8520 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.5951 loss: 2.5951 2022/06/26 06:44:52 - mmengine - INFO - Epoch(train) [68][1160/3757] lr: 6.954e-03 eta: 1 day, 6:56:00 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 5.6411 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 2.5116 loss: 2.5116 2022/06/26 06:44:57 - mmengine - INFO - Epoch(train) [68][1180/3757] lr: 6.954e-03 eta: 1 day, 6:55:55 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 6.5352 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4152 loss: 2.4152 2022/06/26 06:45:02 - mmengine - INFO - Epoch(train) [68][1200/3757] lr: 6.954e-03 eta: 1 day, 6:55:50 time: 0.250 data_time: 0.009 memory: 5036 grad_norm: 7.2377 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.9694 loss: 2.9694 2022/06/26 06:45:07 - mmengine - INFO - Epoch(train) [68][1220/3757] lr: 6.954e-03 eta: 1 day, 6:55:44 time: 0.266 data_time: 0.006 memory: 5036 grad_norm: 7.8109 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8793 loss: 2.8793 2022/06/26 06:45:13 - mmengine - INFO - Epoch(train) [68][1240/3757] lr: 6.954e-03 eta: 1 day, 6:55:39 time: 0.246 data_time: 0.006 memory: 5036 grad_norm: 6.7291 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4473 loss: 2.4473 2022/06/26 06:45:18 - mmengine - INFO - Epoch(train) [68][1260/3757] lr: 6.954e-03 eta: 1 day, 6:55:34 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 6.7630 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2815 loss: 2.2815 2022/06/26 06:45:23 - mmengine - INFO - Epoch(train) [68][1280/3757] lr: 6.954e-03 eta: 1 day, 6:55:29 time: 0.253 data_time: 0.005 memory: 5036 grad_norm: 6.5867 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4038 loss: 2.4038 2022/06/26 06:45:24 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 06:45:28 - mmengine - INFO - Epoch(train) [68][1300/3757] lr: 6.954e-03 eta: 1 day, 6:55:23 time: 0.278 data_time: 0.006 memory: 5036 grad_norm: 6.2772 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2423 loss: 2.2423 2022/06/26 06:45:34 - mmengine - INFO - Epoch(train) [68][1320/3757] lr: 6.954e-03 eta: 1 day, 6:55:18 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 7.0021 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.0935 loss: 3.0935 2022/06/26 06:45:39 - mmengine - INFO - Epoch(train) [68][1340/3757] lr: 6.954e-03 eta: 1 day, 6:55:13 time: 0.255 data_time: 0.011 memory: 5036 grad_norm: 7.0538 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4338 loss: 2.4338 2022/06/26 06:45:44 - mmengine - INFO - Epoch(train) [68][1360/3757] lr: 6.954e-03 eta: 1 day, 6:55:08 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 6.5940 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3700 loss: 2.3700 2022/06/26 06:45:50 - mmengine - INFO - Epoch(train) [68][1380/3757] lr: 6.954e-03 eta: 1 day, 6:55:02 time: 0.260 data_time: 0.009 memory: 5036 grad_norm: 6.3225 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.3477 loss: 2.3477 2022/06/26 06:45:55 - mmengine - INFO - Epoch(train) [68][1400/3757] lr: 6.954e-03 eta: 1 day, 6:54:57 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 6.6002 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5968 loss: 2.5968 2022/06/26 06:46:00 - mmengine - INFO - Epoch(train) [68][1420/3757] lr: 6.954e-03 eta: 1 day, 6:54:52 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 6.0143 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.8138 loss: 2.8138 2022/06/26 06:46:05 - mmengine - INFO - Epoch(train) [68][1440/3757] lr: 6.954e-03 eta: 1 day, 6:54:46 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 6.3362 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4598 loss: 2.4598 2022/06/26 06:46:11 - mmengine - INFO - Epoch(train) [68][1460/3757] lr: 6.954e-03 eta: 1 day, 6:54:41 time: 0.256 data_time: 0.010 memory: 5036 grad_norm: 6.4156 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.5494 loss: 2.5494 2022/06/26 06:46:16 - mmengine - INFO - Epoch(train) [68][1480/3757] lr: 6.954e-03 eta: 1 day, 6:54:36 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 7.1360 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3251 loss: 2.3251 2022/06/26 06:46:21 - mmengine - INFO - Epoch(train) [68][1500/3757] lr: 6.954e-03 eta: 1 day, 6:54:30 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 6.7165 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1632 loss: 2.1632 2022/06/26 06:46:26 - mmengine - INFO - Epoch(train) [68][1520/3757] lr: 6.954e-03 eta: 1 day, 6:54:25 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 5.5771 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.4136 loss: 2.4136 2022/06/26 06:46:31 - mmengine - INFO - Epoch(train) [68][1540/3757] lr: 6.954e-03 eta: 1 day, 6:54:20 time: 0.281 data_time: 0.003 memory: 5036 grad_norm: 6.2193 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9899 loss: 2.9899 2022/06/26 06:46:37 - mmengine - INFO - Epoch(train) [68][1560/3757] lr: 6.954e-03 eta: 1 day, 6:54:14 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 6.4637 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8944 loss: 2.8944 2022/06/26 06:46:42 - mmengine - INFO - Epoch(train) [68][1580/3757] lr: 6.954e-03 eta: 1 day, 6:54:09 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 6.0808 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.3729 loss: 2.3729 2022/06/26 06:46:47 - mmengine - INFO - Epoch(train) [68][1600/3757] lr: 6.954e-03 eta: 1 day, 6:54:03 time: 0.264 data_time: 0.008 memory: 5036 grad_norm: 6.1236 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.5913 loss: 2.5913 2022/06/26 06:46:53 - mmengine - INFO - Epoch(train) [68][1620/3757] lr: 6.954e-03 eta: 1 day, 6:53:59 time: 0.264 data_time: 0.006 memory: 5036 grad_norm: 5.7117 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8520 loss: 2.8520 2022/06/26 06:46:58 - mmengine - INFO - Epoch(train) [68][1640/3757] lr: 6.954e-03 eta: 1 day, 6:53:53 time: 0.269 data_time: 0.003 memory: 5036 grad_norm: 6.3791 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8524 loss: 2.8524 2022/06/26 06:47:03 - mmengine - INFO - Epoch(train) [68][1660/3757] lr: 6.954e-03 eta: 1 day, 6:53:48 time: 0.263 data_time: 0.009 memory: 5036 grad_norm: 6.6274 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7245 loss: 2.7245 2022/06/26 06:47:08 - mmengine - INFO - Epoch(train) [68][1680/3757] lr: 6.954e-03 eta: 1 day, 6:53:42 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 7.5110 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5514 loss: 2.5514 2022/06/26 06:47:14 - mmengine - INFO - Epoch(train) [68][1700/3757] lr: 6.954e-03 eta: 1 day, 6:53:38 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 6.4049 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.3994 loss: 2.3994 2022/06/26 06:47:19 - mmengine - INFO - Epoch(train) [68][1720/3757] lr: 6.954e-03 eta: 1 day, 6:53:32 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 6.3009 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.0795 loss: 3.0795 2022/06/26 06:47:24 - mmengine - INFO - Epoch(train) [68][1740/3757] lr: 6.954e-03 eta: 1 day, 6:53:27 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 5.7977 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.8941 loss: 2.8941 2022/06/26 06:47:29 - mmengine - INFO - Epoch(train) [68][1760/3757] lr: 6.954e-03 eta: 1 day, 6:53:21 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 5.3831 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4609 loss: 2.4609 2022/06/26 06:47:35 - mmengine - INFO - Epoch(train) [68][1780/3757] lr: 6.954e-03 eta: 1 day, 6:53:16 time: 0.248 data_time: 0.004 memory: 5036 grad_norm: 6.4684 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.5704 loss: 2.5704 2022/06/26 06:47:40 - mmengine - INFO - Epoch(train) [68][1800/3757] lr: 6.954e-03 eta: 1 day, 6:53:11 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 6.1976 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7416 loss: 2.7416 2022/06/26 06:47:45 - mmengine - INFO - Epoch(train) [68][1820/3757] lr: 6.954e-03 eta: 1 day, 6:53:05 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 7.2768 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7839 loss: 2.7839 2022/06/26 06:47:50 - mmengine - INFO - Epoch(train) [68][1840/3757] lr: 6.954e-03 eta: 1 day, 6:53:00 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 6.6625 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8115 loss: 2.8115 2022/06/26 06:47:55 - mmengine - INFO - Epoch(train) [68][1860/3757] lr: 6.954e-03 eta: 1 day, 6:52:55 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 6.5061 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0967 loss: 3.0967 2022/06/26 06:48:01 - mmengine - INFO - Epoch(train) [68][1880/3757] lr: 6.954e-03 eta: 1 day, 6:52:49 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 6.7843 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9754 loss: 2.9754 2022/06/26 06:48:06 - mmengine - INFO - Epoch(train) [68][1900/3757] lr: 6.954e-03 eta: 1 day, 6:52:44 time: 0.266 data_time: 0.003 memory: 5036 grad_norm: 6.1717 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4547 loss: 2.4547 2022/06/26 06:48:11 - mmengine - INFO - Epoch(train) [68][1920/3757] lr: 6.954e-03 eta: 1 day, 6:52:38 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 6.9111 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.0175 loss: 3.0175 2022/06/26 06:48:16 - mmengine - INFO - Epoch(train) [68][1940/3757] lr: 6.954e-03 eta: 1 day, 6:52:33 time: 0.254 data_time: 0.015 memory: 5036 grad_norm: 7.0787 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5950 loss: 2.5950 2022/06/26 06:48:22 - mmengine - INFO - Epoch(train) [68][1960/3757] lr: 6.954e-03 eta: 1 day, 6:52:28 time: 0.314 data_time: 0.011 memory: 5036 grad_norm: 6.4247 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.8268 loss: 2.8268 2022/06/26 06:48:27 - mmengine - INFO - Epoch(train) [68][1980/3757] lr: 6.954e-03 eta: 1 day, 6:52:23 time: 0.268 data_time: 0.003 memory: 5036 grad_norm: 6.6815 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8418 loss: 2.8418 2022/06/26 06:48:32 - mmengine - INFO - Epoch(train) [68][2000/3757] lr: 6.954e-03 eta: 1 day, 6:52:18 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 6.2734 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.7655 loss: 2.7655 2022/06/26 06:48:38 - mmengine - INFO - Epoch(train) [68][2020/3757] lr: 6.954e-03 eta: 1 day, 6:52:13 time: 0.260 data_time: 0.022 memory: 5036 grad_norm: 5.9214 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.4364 loss: 2.4364 2022/06/26 06:48:43 - mmengine - INFO - Epoch(train) [68][2040/3757] lr: 6.954e-03 eta: 1 day, 6:52:08 time: 0.267 data_time: 0.003 memory: 5036 grad_norm: 5.8460 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6792 loss: 2.6792 2022/06/26 06:48:49 - mmengine - INFO - Epoch(train) [68][2060/3757] lr: 6.954e-03 eta: 1 day, 6:52:03 time: 0.269 data_time: 0.003 memory: 5036 grad_norm: 5.4075 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5500 loss: 2.5500 2022/06/26 06:48:54 - mmengine - INFO - Epoch(train) [68][2080/3757] lr: 6.954e-03 eta: 1 day, 6:51:58 time: 0.248 data_time: 0.004 memory: 5036 grad_norm: 6.2611 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.3522 loss: 2.3522 2022/06/26 06:48:59 - mmengine - INFO - Epoch(train) [68][2100/3757] lr: 6.954e-03 eta: 1 day, 6:51:52 time: 0.260 data_time: 0.015 memory: 5036 grad_norm: 6.7849 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.4158 loss: 2.4158 2022/06/26 06:49:04 - mmengine - INFO - Epoch(train) [68][2120/3757] lr: 6.954e-03 eta: 1 day, 6:51:47 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 6.3112 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.9368 loss: 2.9368 2022/06/26 06:49:09 - mmengine - INFO - Epoch(train) [68][2140/3757] lr: 6.954e-03 eta: 1 day, 6:51:41 time: 0.270 data_time: 0.003 memory: 5036 grad_norm: 6.5570 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.2993 loss: 2.2993 2022/06/26 06:49:15 - mmengine - INFO - Epoch(train) [68][2160/3757] lr: 6.954e-03 eta: 1 day, 6:51:36 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 5.7804 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4615 loss: 2.4615 2022/06/26 06:49:20 - mmengine - INFO - Epoch(train) [68][2180/3757] lr: 6.954e-03 eta: 1 day, 6:51:31 time: 0.265 data_time: 0.012 memory: 5036 grad_norm: 6.3326 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.6372 loss: 2.6372 2022/06/26 06:49:25 - mmengine - INFO - Epoch(train) [68][2200/3757] lr: 6.954e-03 eta: 1 day, 6:51:26 time: 0.272 data_time: 0.006 memory: 5036 grad_norm: 6.2652 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8761 loss: 2.8761 2022/06/26 06:49:30 - mmengine - INFO - Epoch(train) [68][2220/3757] lr: 6.954e-03 eta: 1 day, 6:51:20 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 5.6529 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.0032 loss: 3.0032 2022/06/26 06:49:36 - mmengine - INFO - Epoch(train) [68][2240/3757] lr: 6.954e-03 eta: 1 day, 6:51:15 time: 0.253 data_time: 0.005 memory: 5036 grad_norm: 6.3256 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4751 loss: 2.4751 2022/06/26 06:49:41 - mmengine - INFO - Epoch(train) [68][2260/3757] lr: 6.954e-03 eta: 1 day, 6:51:10 time: 0.252 data_time: 0.011 memory: 5036 grad_norm: 6.5532 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.6195 loss: 2.6195 2022/06/26 06:49:46 - mmengine - INFO - Epoch(train) [68][2280/3757] lr: 6.954e-03 eta: 1 day, 6:51:04 time: 0.255 data_time: 0.010 memory: 5036 grad_norm: 6.2818 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6468 loss: 2.6468 2022/06/26 06:49:47 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 06:49:52 - mmengine - INFO - Epoch(train) [68][2300/3757] lr: 6.954e-03 eta: 1 day, 6:51:00 time: 0.555 data_time: 0.025 memory: 5036 grad_norm: 6.0437 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4562 loss: 2.4562 2022/06/26 06:49:57 - mmengine - INFO - Epoch(train) [68][2320/3757] lr: 6.954e-03 eta: 1 day, 6:50:54 time: 0.256 data_time: 0.008 memory: 5036 grad_norm: 6.4897 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4916 loss: 2.4916 2022/06/26 06:50:02 - mmengine - INFO - Epoch(train) [68][2340/3757] lr: 6.954e-03 eta: 1 day, 6:50:49 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 6.1430 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.3391 loss: 2.3391 2022/06/26 06:50:07 - mmengine - INFO - Epoch(train) [68][2360/3757] lr: 6.954e-03 eta: 1 day, 6:50:43 time: 0.257 data_time: 0.008 memory: 5036 grad_norm: 5.5554 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6878 loss: 2.6878 2022/06/26 06:50:13 - mmengine - INFO - Epoch(train) [68][2380/3757] lr: 6.954e-03 eta: 1 day, 6:50:39 time: 0.256 data_time: 0.010 memory: 5036 grad_norm: 6.6477 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.7943 loss: 2.7943 2022/06/26 06:50:18 - mmengine - INFO - Epoch(train) [68][2400/3757] lr: 6.954e-03 eta: 1 day, 6:50:33 time: 0.250 data_time: 0.012 memory: 5036 grad_norm: 5.8742 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4928 loss: 2.4928 2022/06/26 06:50:23 - mmengine - INFO - Epoch(train) [68][2420/3757] lr: 6.954e-03 eta: 1 day, 6:50:28 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 5.7490 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6463 loss: 2.6463 2022/06/26 06:50:29 - mmengine - INFO - Epoch(train) [68][2440/3757] lr: 6.954e-03 eta: 1 day, 6:50:22 time: 0.257 data_time: 0.011 memory: 5036 grad_norm: 7.3791 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7335 loss: 2.7335 2022/06/26 06:50:34 - mmengine - INFO - Epoch(train) [68][2460/3757] lr: 6.954e-03 eta: 1 day, 6:50:17 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 6.6573 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7164 loss: 2.7164 2022/06/26 06:50:39 - mmengine - INFO - Epoch(train) [68][2480/3757] lr: 6.954e-03 eta: 1 day, 6:50:12 time: 0.267 data_time: 0.006 memory: 5036 grad_norm: 6.0171 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.5602 loss: 2.5602 2022/06/26 06:50:44 - mmengine - INFO - Epoch(train) [68][2500/3757] lr: 6.954e-03 eta: 1 day, 6:50:07 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 6.2082 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4516 loss: 2.4516 2022/06/26 06:50:50 - mmengine - INFO - Epoch(train) [68][2520/3757] lr: 6.954e-03 eta: 1 day, 6:50:01 time: 0.257 data_time: 0.008 memory: 5036 grad_norm: 6.1443 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6274 loss: 2.6274 2022/06/26 06:50:55 - mmengine - INFO - Epoch(train) [68][2540/3757] lr: 6.954e-03 eta: 1 day, 6:49:56 time: 0.255 data_time: 0.005 memory: 5036 grad_norm: 5.5638 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7544 loss: 2.7544 2022/06/26 06:51:00 - mmengine - INFO - Epoch(train) [68][2560/3757] lr: 6.954e-03 eta: 1 day, 6:49:51 time: 0.267 data_time: 0.012 memory: 5036 grad_norm: 6.4416 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6216 loss: 2.6216 2022/06/26 06:51:05 - mmengine - INFO - Epoch(train) [68][2580/3757] lr: 6.954e-03 eta: 1 day, 6:49:46 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 6.0055 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4704 loss: 2.4704 2022/06/26 06:51:11 - mmengine - INFO - Epoch(train) [68][2600/3757] lr: 6.954e-03 eta: 1 day, 6:49:40 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 5.7974 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5916 loss: 2.5916 2022/06/26 06:51:16 - mmengine - INFO - Epoch(train) [68][2620/3757] lr: 6.954e-03 eta: 1 day, 6:49:35 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 6.2138 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3695 loss: 2.3695 2022/06/26 06:51:21 - mmengine - INFO - Epoch(train) [68][2640/3757] lr: 6.954e-03 eta: 1 day, 6:49:30 time: 0.265 data_time: 0.012 memory: 5036 grad_norm: 6.6062 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3451 loss: 2.3451 2022/06/26 06:51:26 - mmengine - INFO - Epoch(train) [68][2660/3757] lr: 6.954e-03 eta: 1 day, 6:49:24 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 7.2227 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6236 loss: 2.6236 2022/06/26 06:51:32 - mmengine - INFO - Epoch(train) [68][2680/3757] lr: 6.954e-03 eta: 1 day, 6:49:19 time: 0.275 data_time: 0.003 memory: 5036 grad_norm: 5.4394 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.7860 loss: 2.7860 2022/06/26 06:51:37 - mmengine - INFO - Epoch(train) [68][2700/3757] lr: 6.954e-03 eta: 1 day, 6:49:14 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 7.2408 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 3.1114 loss: 3.1114 2022/06/26 06:51:42 - mmengine - INFO - Epoch(train) [68][2720/3757] lr: 6.954e-03 eta: 1 day, 6:49:08 time: 0.276 data_time: 0.006 memory: 5036 grad_norm: 5.9828 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0773 loss: 3.0773 2022/06/26 06:51:47 - mmengine - INFO - Epoch(train) [68][2740/3757] lr: 6.954e-03 eta: 1 day, 6:49:03 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 6.4699 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5726 loss: 2.5726 2022/06/26 06:51:53 - mmengine - INFO - Epoch(train) [68][2760/3757] lr: 6.954e-03 eta: 1 day, 6:48:58 time: 0.264 data_time: 0.002 memory: 5036 grad_norm: 6.3735 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 1.9124 loss: 1.9124 2022/06/26 06:51:58 - mmengine - INFO - Epoch(train) [68][2780/3757] lr: 6.954e-03 eta: 1 day, 6:48:52 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 5.9595 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8353 loss: 2.8353 2022/06/26 06:52:03 - mmengine - INFO - Epoch(train) [68][2800/3757] lr: 6.954e-03 eta: 1 day, 6:48:47 time: 0.288 data_time: 0.003 memory: 5036 grad_norm: 6.0321 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7356 loss: 2.7356 2022/06/26 06:52:08 - mmengine - INFO - Epoch(train) [68][2820/3757] lr: 6.954e-03 eta: 1 day, 6:48:42 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.0316 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.8637 loss: 2.8637 2022/06/26 06:52:13 - mmengine - INFO - Epoch(train) [68][2840/3757] lr: 6.954e-03 eta: 1 day, 6:48:36 time: 0.259 data_time: 0.009 memory: 5036 grad_norm: 5.8788 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9909 loss: 2.9909 2022/06/26 06:52:19 - mmengine - INFO - Epoch(train) [68][2860/3757] lr: 6.954e-03 eta: 1 day, 6:48:31 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 5.6980 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.6636 loss: 2.6636 2022/06/26 06:52:24 - mmengine - INFO - Epoch(train) [68][2880/3757] lr: 6.954e-03 eta: 1 day, 6:48:26 time: 0.269 data_time: 0.006 memory: 5036 grad_norm: 7.0109 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5873 loss: 2.5873 2022/06/26 06:52:29 - mmengine - INFO - Epoch(train) [68][2900/3757] lr: 6.954e-03 eta: 1 day, 6:48:20 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 5.9111 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 2.4344 loss: 2.4344 2022/06/26 06:52:34 - mmengine - INFO - Epoch(train) [68][2920/3757] lr: 6.954e-03 eta: 1 day, 6:48:15 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 6.0775 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8053 loss: 2.8053 2022/06/26 06:52:39 - mmengine - INFO - Epoch(train) [68][2940/3757] lr: 6.954e-03 eta: 1 day, 6:48:09 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 6.2471 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.8736 loss: 2.8736 2022/06/26 06:52:45 - mmengine - INFO - Epoch(train) [68][2960/3757] lr: 6.954e-03 eta: 1 day, 6:48:04 time: 0.282 data_time: 0.003 memory: 5036 grad_norm: 6.0472 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4767 loss: 2.4767 2022/06/26 06:52:50 - mmengine - INFO - Epoch(train) [68][2980/3757] lr: 6.954e-03 eta: 1 day, 6:47:59 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 6.7994 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.0693 loss: 3.0693 2022/06/26 06:52:55 - mmengine - INFO - Epoch(train) [68][3000/3757] lr: 6.954e-03 eta: 1 day, 6:47:53 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 6.2851 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6342 loss: 2.6342 2022/06/26 06:53:00 - mmengine - INFO - Epoch(train) [68][3020/3757] lr: 6.954e-03 eta: 1 day, 6:47:48 time: 0.254 data_time: 0.010 memory: 5036 grad_norm: 6.7300 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0480 loss: 3.0480 2022/06/26 06:53:06 - mmengine - INFO - Epoch(train) [68][3040/3757] lr: 6.954e-03 eta: 1 day, 6:47:43 time: 0.270 data_time: 0.003 memory: 5036 grad_norm: 7.0810 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.2291 loss: 2.2291 2022/06/26 06:53:11 - mmengine - INFO - Epoch(train) [68][3060/3757] lr: 6.954e-03 eta: 1 day, 6:47:37 time: 0.270 data_time: 0.003 memory: 5036 grad_norm: 6.1752 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7706 loss: 2.7706 2022/06/26 06:53:16 - mmengine - INFO - Epoch(train) [68][3080/3757] lr: 6.954e-03 eta: 1 day, 6:47:32 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 5.2873 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4512 loss: 2.4512 2022/06/26 06:53:21 - mmengine - INFO - Epoch(train) [68][3100/3757] lr: 6.954e-03 eta: 1 day, 6:47:27 time: 0.248 data_time: 0.010 memory: 5036 grad_norm: 6.7647 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6955 loss: 2.6955 2022/06/26 06:53:26 - mmengine - INFO - Epoch(train) [68][3120/3757] lr: 6.954e-03 eta: 1 day, 6:47:21 time: 0.278 data_time: 0.003 memory: 5036 grad_norm: 6.0652 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0048 loss: 3.0048 2022/06/26 06:53:32 - mmengine - INFO - Epoch(train) [68][3140/3757] lr: 6.954e-03 eta: 1 day, 6:47:16 time: 0.563 data_time: 0.003 memory: 5036 grad_norm: 5.5630 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5576 loss: 2.5576 2022/06/26 06:53:37 - mmengine - INFO - Epoch(train) [68][3160/3757] lr: 6.954e-03 eta: 1 day, 6:47:11 time: 0.261 data_time: 0.004 memory: 5036 grad_norm: 6.4447 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.4973 loss: 2.4973 2022/06/26 06:53:42 - mmengine - INFO - Epoch(train) [68][3180/3757] lr: 6.954e-03 eta: 1 day, 6:47:06 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 5.6398 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0973 loss: 2.0973 2022/06/26 06:53:48 - mmengine - INFO - Epoch(train) [68][3200/3757] lr: 6.954e-03 eta: 1 day, 6:47:00 time: 0.274 data_time: 0.003 memory: 5036 grad_norm: 6.9962 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2290 loss: 2.2290 2022/06/26 06:53:53 - mmengine - INFO - Epoch(train) [68][3220/3757] lr: 6.954e-03 eta: 1 day, 6:46:55 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 5.9987 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4964 loss: 2.4964 2022/06/26 06:53:58 - mmengine - INFO - Epoch(train) [68][3240/3757] lr: 6.954e-03 eta: 1 day, 6:46:50 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 5.3404 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.8407 loss: 2.8407 2022/06/26 06:54:03 - mmengine - INFO - Epoch(train) [68][3260/3757] lr: 6.954e-03 eta: 1 day, 6:46:44 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 6.1084 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5865 loss: 2.5865 2022/06/26 06:54:09 - mmengine - INFO - Epoch(train) [68][3280/3757] lr: 6.954e-03 eta: 1 day, 6:46:39 time: 0.271 data_time: 0.006 memory: 5036 grad_norm: 5.8393 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3922 loss: 2.3922 2022/06/26 06:54:09 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 06:54:14 - mmengine - INFO - Epoch(train) [68][3300/3757] lr: 6.954e-03 eta: 1 day, 6:46:34 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 6.3591 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.4396 loss: 2.4396 2022/06/26 06:54:19 - mmengine - INFO - Epoch(train) [68][3320/3757] lr: 6.954e-03 eta: 1 day, 6:46:29 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 6.5219 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.7484 loss: 2.7484 2022/06/26 06:54:25 - mmengine - INFO - Epoch(train) [68][3340/3757] lr: 6.954e-03 eta: 1 day, 6:46:24 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.5780 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6194 loss: 2.6194 2022/06/26 06:54:30 - mmengine - INFO - Epoch(train) [68][3360/3757] lr: 6.954e-03 eta: 1 day, 6:46:18 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 7.1804 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.6290 loss: 2.6290 2022/06/26 06:54:36 - mmengine - INFO - Epoch(train) [68][3380/3757] lr: 6.954e-03 eta: 1 day, 6:46:14 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 6.3374 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5895 loss: 2.5895 2022/06/26 06:54:41 - mmengine - INFO - Epoch(train) [68][3400/3757] lr: 6.954e-03 eta: 1 day, 6:46:08 time: 0.247 data_time: 0.009 memory: 5036 grad_norm: 5.5599 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9757 loss: 2.9757 2022/06/26 06:54:46 - mmengine - INFO - Epoch(train) [68][3420/3757] lr: 6.954e-03 eta: 1 day, 6:46:03 time: 0.249 data_time: 0.010 memory: 5036 grad_norm: 6.5520 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5187 loss: 2.5187 2022/06/26 06:54:51 - mmengine - INFO - Epoch(train) [68][3440/3757] lr: 6.954e-03 eta: 1 day, 6:45:57 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 6.7274 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.6918 loss: 2.6918 2022/06/26 06:54:56 - mmengine - INFO - Epoch(train) [68][3460/3757] lr: 6.954e-03 eta: 1 day, 6:45:52 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 6.6084 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.8529 loss: 2.8529 2022/06/26 06:55:01 - mmengine - INFO - Epoch(train) [68][3480/3757] lr: 6.954e-03 eta: 1 day, 6:45:46 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 6.0826 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3916 loss: 2.3916 2022/06/26 06:55:06 - mmengine - INFO - Epoch(train) [68][3500/3757] lr: 6.954e-03 eta: 1 day, 6:45:41 time: 0.251 data_time: 0.008 memory: 5036 grad_norm: 6.0586 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.4933 loss: 2.4933 2022/06/26 06:55:11 - mmengine - INFO - Epoch(train) [68][3520/3757] lr: 6.954e-03 eta: 1 day, 6:45:35 time: 0.253 data_time: 0.008 memory: 5036 grad_norm: 6.3470 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0129 loss: 3.0129 2022/06/26 06:55:17 - mmengine - INFO - Epoch(train) [68][3540/3757] lr: 6.954e-03 eta: 1 day, 6:45:30 time: 0.252 data_time: 0.011 memory: 5036 grad_norm: 6.2788 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.6613 loss: 2.6613 2022/06/26 06:55:22 - mmengine - INFO - Epoch(train) [68][3560/3757] lr: 6.954e-03 eta: 1 day, 6:45:25 time: 0.258 data_time: 0.017 memory: 5036 grad_norm: 6.4320 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.9340 loss: 2.9340 2022/06/26 06:55:27 - mmengine - INFO - Epoch(train) [68][3580/3757] lr: 6.954e-03 eta: 1 day, 6:45:19 time: 0.252 data_time: 0.012 memory: 5036 grad_norm: 6.3486 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 2.4569 loss: 2.4569 2022/06/26 06:55:33 - mmengine - INFO - Epoch(train) [68][3600/3757] lr: 6.954e-03 eta: 1 day, 6:45:14 time: 0.266 data_time: 0.021 memory: 5036 grad_norm: 6.4412 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 2.5223 loss: 2.5223 2022/06/26 06:55:38 - mmengine - INFO - Epoch(train) [68][3620/3757] lr: 6.954e-03 eta: 1 day, 6:45:09 time: 0.260 data_time: 0.013 memory: 5036 grad_norm: 6.0258 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.5096 loss: 2.5096 2022/06/26 06:55:43 - mmengine - INFO - Epoch(train) [68][3640/3757] lr: 6.954e-03 eta: 1 day, 6:45:04 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 6.4097 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.6017 loss: 2.6017 2022/06/26 06:55:48 - mmengine - INFO - Epoch(train) [68][3660/3757] lr: 6.954e-03 eta: 1 day, 6:44:58 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 7.2937 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.5243 loss: 2.5243 2022/06/26 06:55:54 - mmengine - INFO - Epoch(train) [68][3680/3757] lr: 6.954e-03 eta: 1 day, 6:44:53 time: 0.256 data_time: 0.011 memory: 5036 grad_norm: 5.3438 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.2234 loss: 2.2234 2022/06/26 06:55:59 - mmengine - INFO - Epoch(train) [68][3700/3757] lr: 6.954e-03 eta: 1 day, 6:44:47 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 6.9616 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.4970 loss: 2.4970 2022/06/26 06:56:04 - mmengine - INFO - Epoch(train) [68][3720/3757] lr: 6.954e-03 eta: 1 day, 6:44:43 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 6.2858 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5538 loss: 2.5538 2022/06/26 06:56:09 - mmengine - INFO - Epoch(train) [68][3740/3757] lr: 6.954e-03 eta: 1 day, 6:44:37 time: 0.240 data_time: 0.005 memory: 5036 grad_norm: 6.0392 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.3653 loss: 2.3653 2022/06/26 06:56:13 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 06:56:14 - mmengine - INFO - Saving checkpoint at 68 epochs 2022/06/26 06:56:27 - mmengine - INFO - Epoch(val) [68][20/310] eta: 0:01:53 time: 0.103 data_time: 0.001 memory: 5036 2022/06/26 06:56:32 - mmengine - INFO - Epoch(val) [68][40/310] eta: 0:01:38 time: 0.112 data_time: 0.005 memory: 1723 2022/06/26 06:56:36 - mmengine - INFO - Epoch(val) [68][60/310] eta: 0:00:26 time: 0.103 data_time: 0.002 memory: 1723 2022/06/26 06:56:41 - mmengine - INFO - Epoch(val) [68][80/310] eta: 0:00:24 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 06:56:48 - mmengine - INFO - Epoch(val) [68][100/310] eta: 0:01:07 time: 0.108 data_time: 0.001 memory: 1723 2022/06/26 06:56:53 - mmengine - INFO - Epoch(val) [68][120/310] eta: 0:01:11 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 06:56:57 - mmengine - INFO - Epoch(val) [68][140/310] eta: 0:00:18 time: 0.103 data_time: 0.002 memory: 1723 2022/06/26 06:57:02 - mmengine - INFO - Epoch(val) [68][160/310] eta: 0:00:15 time: 0.115 data_time: 0.002 memory: 1723 2022/06/26 06:57:08 - mmengine - INFO - Epoch(val) [68][180/310] eta: 0:00:43 time: 0.102 data_time: 0.002 memory: 1723 2022/06/26 06:57:13 - mmengine - INFO - Epoch(val) [68][200/310] eta: 0:00:39 time: 0.109 data_time: 0.001 memory: 1723 2022/06/26 06:57:18 - mmengine - INFO - Epoch(val) [68][220/310] eta: 0:00:14 time: 0.108 data_time: 0.002 memory: 1723 2022/06/26 06:57:23 - mmengine - INFO - Epoch(val) [68][240/310] eta: 0:00:08 time: 0.104 data_time: 0.002 memory: 1723 2022/06/26 06:57:30 - mmengine - INFO - Epoch(val) [68][260/310] eta: 0:00:17 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 06:57:34 - mmengine - INFO - Epoch(val) [68][280/310] eta: 0:00:07 time: 0.108 data_time: 0.001 memory: 1723 2022/06/26 06:57:36 - mmengine - INFO - Epoch(val) [68][300/310] eta: 0:00:01 time: 0.102 data_time: 0.001 memory: 1723 2022/06/26 06:57:38 - mmengine - INFO - Epoch(val) [68][310/310] acc/top1: 0.4847 acc/top5: 0.7380 acc/mean1: 0.4846 2022/06/26 06:57:48 - mmengine - INFO - Epoch(train) [69][20/3757] lr: 6.873e-03 eta: 1 day, 6:44:31 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 7.0118 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7021 loss: 2.7021 2022/06/26 06:57:53 - mmengine - INFO - Epoch(train) [69][40/3757] lr: 6.873e-03 eta: 1 day, 6:44:26 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 6.0289 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.8846 loss: 2.8846 2022/06/26 06:57:58 - mmengine - INFO - Epoch(train) [69][60/3757] lr: 6.873e-03 eta: 1 day, 6:44:21 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 5.8447 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4095 loss: 2.4095 2022/06/26 06:58:04 - mmengine - INFO - Epoch(train) [69][80/3757] lr: 6.873e-03 eta: 1 day, 6:44:15 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.2916 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8167 loss: 2.8167 2022/06/26 06:58:09 - mmengine - INFO - Epoch(train) [69][100/3757] lr: 6.873e-03 eta: 1 day, 6:44:10 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 6.9741 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7642 loss: 2.7642 2022/06/26 06:58:14 - mmengine - INFO - Epoch(train) [69][120/3757] lr: 6.873e-03 eta: 1 day, 6:44:05 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 5.8267 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.5446 loss: 2.5446 2022/06/26 06:58:19 - mmengine - INFO - Epoch(train) [69][140/3757] lr: 6.873e-03 eta: 1 day, 6:43:59 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 6.5710 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0276 loss: 3.0276 2022/06/26 06:58:24 - mmengine - INFO - Epoch(train) [69][160/3757] lr: 6.873e-03 eta: 1 day, 6:43:54 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 7.0144 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.4174 loss: 2.4174 2022/06/26 06:58:30 - mmengine - INFO - Epoch(train) [69][180/3757] lr: 6.873e-03 eta: 1 day, 6:43:49 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 6.4973 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.6469 loss: 2.6469 2022/06/26 06:58:35 - mmengine - INFO - Epoch(train) [69][200/3757] lr: 6.873e-03 eta: 1 day, 6:43:44 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 7.3766 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.5772 loss: 2.5772 2022/06/26 06:58:40 - mmengine - INFO - Epoch(train) [69][220/3757] lr: 6.873e-03 eta: 1 day, 6:43:39 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 5.9787 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6044 loss: 2.6044 2022/06/26 06:58:46 - mmengine - INFO - Epoch(train) [69][240/3757] lr: 6.873e-03 eta: 1 day, 6:43:33 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 6.8212 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6979 loss: 2.6979 2022/06/26 06:58:51 - mmengine - INFO - Epoch(train) [69][260/3757] lr: 6.873e-03 eta: 1 day, 6:43:28 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 7.1564 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7244 loss: 2.7244 2022/06/26 06:58:56 - mmengine - INFO - Epoch(train) [69][280/3757] lr: 6.873e-03 eta: 1 day, 6:43:23 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 5.7773 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5623 loss: 2.5623 2022/06/26 06:59:01 - mmengine - INFO - Epoch(train) [69][300/3757] lr: 6.873e-03 eta: 1 day, 6:43:17 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 6.0158 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8715 loss: 2.8715 2022/06/26 06:59:07 - mmengine - INFO - Epoch(train) [69][320/3757] lr: 6.873e-03 eta: 1 day, 6:43:12 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 6.9927 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7348 loss: 2.7348 2022/06/26 06:59:12 - mmengine - INFO - Epoch(train) [69][340/3757] lr: 6.873e-03 eta: 1 day, 6:43:07 time: 0.277 data_time: 0.003 memory: 5036 grad_norm: 6.5829 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.3926 loss: 2.3926 2022/06/26 06:59:17 - mmengine - INFO - Epoch(train) [69][360/3757] lr: 6.873e-03 eta: 1 day, 6:43:02 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 5.8096 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.6976 loss: 2.6976 2022/06/26 06:59:23 - mmengine - INFO - Epoch(train) [69][380/3757] lr: 6.873e-03 eta: 1 day, 6:42:56 time: 0.274 data_time: 0.003 memory: 5036 grad_norm: 6.6046 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.2713 loss: 2.2713 2022/06/26 06:59:28 - mmengine - INFO - Epoch(train) [69][400/3757] lr: 6.873e-03 eta: 1 day, 6:42:51 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 5.6145 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7134 loss: 2.7134 2022/06/26 06:59:33 - mmengine - INFO - Epoch(train) [69][420/3757] lr: 6.873e-03 eta: 1 day, 6:42:46 time: 0.271 data_time: 0.003 memory: 5036 grad_norm: 6.2407 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6824 loss: 2.6824 2022/06/26 06:59:38 - mmengine - INFO - Epoch(train) [69][440/3757] lr: 6.873e-03 eta: 1 day, 6:42:40 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 6.6194 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1544 loss: 2.1544 2022/06/26 06:59:44 - mmengine - INFO - Epoch(train) [69][460/3757] lr: 6.873e-03 eta: 1 day, 6:42:35 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 6.5230 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5738 loss: 2.5738 2022/06/26 06:59:49 - mmengine - INFO - Epoch(train) [69][480/3757] lr: 6.873e-03 eta: 1 day, 6:42:30 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 6.2214 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 3.0378 loss: 3.0378 2022/06/26 06:59:54 - mmengine - INFO - Epoch(train) [69][500/3757] lr: 6.873e-03 eta: 1 day, 6:42:25 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 6.0495 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.5231 loss: 2.5231 2022/06/26 06:59:59 - mmengine - INFO - Epoch(train) [69][520/3757] lr: 6.873e-03 eta: 1 day, 6:42:19 time: 0.269 data_time: 0.007 memory: 5036 grad_norm: 6.3487 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.4831 loss: 2.4831 2022/06/26 07:00:00 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 07:00:05 - mmengine - INFO - Epoch(train) [69][540/3757] lr: 6.873e-03 eta: 1 day, 6:42:14 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.2481 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8623 loss: 2.8623 2022/06/26 07:00:10 - mmengine - INFO - Epoch(train) [69][560/3757] lr: 6.873e-03 eta: 1 day, 6:42:09 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 6.2954 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9454 loss: 2.9454 2022/06/26 07:00:15 - mmengine - INFO - Epoch(train) [69][580/3757] lr: 6.873e-03 eta: 1 day, 6:42:03 time: 0.275 data_time: 0.003 memory: 5036 grad_norm: 6.2174 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.4756 loss: 2.4756 2022/06/26 07:00:20 - mmengine - INFO - Epoch(train) [69][600/3757] lr: 6.873e-03 eta: 1 day, 6:41:58 time: 0.280 data_time: 0.003 memory: 5036 grad_norm: 6.9512 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3893 loss: 2.3893 2022/06/26 07:00:26 - mmengine - INFO - Epoch(train) [69][620/3757] lr: 6.873e-03 eta: 1 day, 6:41:53 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 7.3776 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3079 loss: 2.3079 2022/06/26 07:00:31 - mmengine - INFO - Epoch(train) [69][640/3757] lr: 6.873e-03 eta: 1 day, 6:41:48 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 5.5063 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8396 loss: 2.8396 2022/06/26 07:00:36 - mmengine - INFO - Epoch(train) [69][660/3757] lr: 6.873e-03 eta: 1 day, 6:41:43 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 6.9303 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.6671 loss: 2.6671 2022/06/26 07:00:42 - mmengine - INFO - Epoch(train) [69][680/3757] lr: 6.873e-03 eta: 1 day, 6:41:37 time: 0.270 data_time: 0.003 memory: 5036 grad_norm: 6.8544 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3041 loss: 2.3041 2022/06/26 07:00:47 - mmengine - INFO - Epoch(train) [69][700/3757] lr: 6.873e-03 eta: 1 day, 6:41:33 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 7.2021 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1154 loss: 2.1154 2022/06/26 07:00:52 - mmengine - INFO - Epoch(train) [69][720/3757] lr: 6.873e-03 eta: 1 day, 6:41:27 time: 0.270 data_time: 0.003 memory: 5036 grad_norm: 5.4024 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.4463 loss: 2.4463 2022/06/26 07:00:58 - mmengine - INFO - Epoch(train) [69][740/3757] lr: 6.873e-03 eta: 1 day, 6:41:22 time: 0.273 data_time: 0.003 memory: 5036 grad_norm: 6.1081 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3387 loss: 2.3387 2022/06/26 07:01:03 - mmengine - INFO - Epoch(train) [69][760/3757] lr: 6.873e-03 eta: 1 day, 6:41:17 time: 0.273 data_time: 0.003 memory: 5036 grad_norm: 6.2231 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.9791 loss: 2.9791 2022/06/26 07:01:08 - mmengine - INFO - Epoch(train) [69][780/3757] lr: 6.873e-03 eta: 1 day, 6:41:12 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 7.2584 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7133 loss: 2.7133 2022/06/26 07:01:14 - mmengine - INFO - Epoch(train) [69][800/3757] lr: 6.873e-03 eta: 1 day, 6:41:07 time: 0.256 data_time: 0.002 memory: 5036 grad_norm: 6.0496 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.4428 loss: 2.4428 2022/06/26 07:01:19 - mmengine - INFO - Epoch(train) [69][820/3757] lr: 6.873e-03 eta: 1 day, 6:41:02 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 6.5912 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.4268 loss: 2.4268 2022/06/26 07:01:24 - mmengine - INFO - Epoch(train) [69][840/3757] lr: 6.873e-03 eta: 1 day, 6:40:56 time: 0.272 data_time: 0.003 memory: 5036 grad_norm: 5.9405 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3856 loss: 2.3856 2022/06/26 07:01:30 - mmengine - INFO - Epoch(train) [69][860/3757] lr: 6.873e-03 eta: 1 day, 6:40:51 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 6.8272 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6712 loss: 2.6712 2022/06/26 07:01:35 - mmengine - INFO - Epoch(train) [69][880/3757] lr: 6.873e-03 eta: 1 day, 6:40:46 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 5.6701 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0448 loss: 3.0448 2022/06/26 07:01:40 - mmengine - INFO - Epoch(train) [69][900/3757] lr: 6.873e-03 eta: 1 day, 6:40:40 time: 0.337 data_time: 0.006 memory: 5036 grad_norm: 5.8402 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.5534 loss: 2.5534 2022/06/26 07:01:45 - mmengine - INFO - Epoch(train) [69][920/3757] lr: 6.873e-03 eta: 1 day, 6:40:35 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 6.0228 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3561 loss: 2.3561 2022/06/26 07:01:50 - mmengine - INFO - Epoch(train) [69][940/3757] lr: 6.873e-03 eta: 1 day, 6:40:29 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 6.2184 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.6739 loss: 2.6739 2022/06/26 07:01:56 - mmengine - INFO - Epoch(train) [69][960/3757] lr: 6.873e-03 eta: 1 day, 6:40:24 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 6.3000 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.4868 loss: 2.4868 2022/06/26 07:02:01 - mmengine - INFO - Epoch(train) [69][980/3757] lr: 6.873e-03 eta: 1 day, 6:40:19 time: 0.250 data_time: 0.012 memory: 5036 grad_norm: 6.2004 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.7776 loss: 2.7776 2022/06/26 07:02:06 - mmengine - INFO - Epoch(train) [69][1000/3757] lr: 6.873e-03 eta: 1 day, 6:40:14 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 6.8254 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4311 loss: 2.4311 2022/06/26 07:02:11 - mmengine - INFO - Epoch(train) [69][1020/3757] lr: 6.873e-03 eta: 1 day, 6:40:08 time: 0.249 data_time: 0.009 memory: 5036 grad_norm: 6.8568 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4667 loss: 2.4667 2022/06/26 07:02:17 - mmengine - INFO - Epoch(train) [69][1040/3757] lr: 6.873e-03 eta: 1 day, 6:40:03 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 6.7653 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.3014 loss: 2.3014 2022/06/26 07:02:22 - mmengine - INFO - Epoch(train) [69][1060/3757] lr: 6.873e-03 eta: 1 day, 6:39:58 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 6.5608 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7188 loss: 2.7188 2022/06/26 07:02:27 - mmengine - INFO - Epoch(train) [69][1080/3757] lr: 6.873e-03 eta: 1 day, 6:39:52 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 6.8566 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.3715 loss: 2.3715 2022/06/26 07:02:32 - mmengine - INFO - Epoch(train) [69][1100/3757] lr: 6.873e-03 eta: 1 day, 6:39:47 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 6.5207 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.6537 loss: 2.6537 2022/06/26 07:02:37 - mmengine - INFO - Epoch(train) [69][1120/3757] lr: 6.873e-03 eta: 1 day, 6:39:41 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 7.1868 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.7234 loss: 2.7234 2022/06/26 07:02:43 - mmengine - INFO - Epoch(train) [69][1140/3757] lr: 6.873e-03 eta: 1 day, 6:39:36 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 5.9791 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.7624 loss: 2.7624 2022/06/26 07:02:48 - mmengine - INFO - Epoch(train) [69][1160/3757] lr: 6.873e-03 eta: 1 day, 6:39:31 time: 0.264 data_time: 0.009 memory: 5036 grad_norm: 7.3826 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.2960 loss: 3.2960 2022/06/26 07:02:53 - mmengine - INFO - Epoch(train) [69][1180/3757] lr: 6.873e-03 eta: 1 day, 6:39:25 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 6.0088 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7301 loss: 2.7301 2022/06/26 07:02:58 - mmengine - INFO - Epoch(train) [69][1200/3757] lr: 6.873e-03 eta: 1 day, 6:39:20 time: 0.260 data_time: 0.012 memory: 5036 grad_norm: 6.3070 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.0515 loss: 3.0515 2022/06/26 07:03:03 - mmengine - INFO - Epoch(train) [69][1220/3757] lr: 6.873e-03 eta: 1 day, 6:39:14 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 5.6676 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.4835 loss: 2.4835 2022/06/26 07:03:09 - mmengine - INFO - Epoch(train) [69][1240/3757] lr: 6.873e-03 eta: 1 day, 6:39:09 time: 0.273 data_time: 0.003 memory: 5036 grad_norm: 6.1132 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5062 loss: 2.5062 2022/06/26 07:03:14 - mmengine - INFO - Epoch(train) [69][1260/3757] lr: 6.873e-03 eta: 1 day, 6:39:04 time: 0.250 data_time: 0.010 memory: 5036 grad_norm: 6.4012 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4816 loss: 2.4816 2022/06/26 07:03:19 - mmengine - INFO - Epoch(train) [69][1280/3757] lr: 6.873e-03 eta: 1 day, 6:38:58 time: 0.251 data_time: 0.009 memory: 5036 grad_norm: 6.1820 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.9478 loss: 2.9478 2022/06/26 07:03:25 - mmengine - INFO - Epoch(train) [69][1300/3757] lr: 6.873e-03 eta: 1 day, 6:38:53 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 5.4859 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3580 loss: 2.3580 2022/06/26 07:03:30 - mmengine - INFO - Epoch(train) [69][1320/3757] lr: 6.873e-03 eta: 1 day, 6:38:48 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 6.9073 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.6962 loss: 2.6962 2022/06/26 07:03:35 - mmengine - INFO - Epoch(train) [69][1340/3757] lr: 6.873e-03 eta: 1 day, 6:38:43 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 7.3203 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5665 loss: 2.5665 2022/06/26 07:03:40 - mmengine - INFO - Epoch(train) [69][1360/3757] lr: 6.873e-03 eta: 1 day, 6:38:37 time: 0.259 data_time: 0.010 memory: 5036 grad_norm: 7.0702 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 2.6177 loss: 2.6177 2022/06/26 07:03:45 - mmengine - INFO - Epoch(train) [69][1380/3757] lr: 6.873e-03 eta: 1 day, 6:38:32 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 7.1189 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.7025 loss: 2.7025 2022/06/26 07:03:51 - mmengine - INFO - Epoch(train) [69][1400/3757] lr: 6.873e-03 eta: 1 day, 6:38:27 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 6.1375 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2489 loss: 2.2489 2022/06/26 07:03:56 - mmengine - INFO - Epoch(train) [69][1420/3757] lr: 6.873e-03 eta: 1 day, 6:38:21 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 6.3466 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6141 loss: 2.6141 2022/06/26 07:04:01 - mmengine - INFO - Epoch(train) [69][1440/3757] lr: 6.873e-03 eta: 1 day, 6:38:16 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 8.3527 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3867 loss: 2.3867 2022/06/26 07:04:06 - mmengine - INFO - Epoch(train) [69][1460/3757] lr: 6.873e-03 eta: 1 day, 6:38:11 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 5.1475 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3876 loss: 2.3876 2022/06/26 07:04:12 - mmengine - INFO - Epoch(train) [69][1480/3757] lr: 6.873e-03 eta: 1 day, 6:38:05 time: 0.271 data_time: 0.003 memory: 5036 grad_norm: 6.8557 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8273 loss: 2.8273 2022/06/26 07:04:17 - mmengine - INFO - Epoch(train) [69][1500/3757] lr: 6.873e-03 eta: 1 day, 6:38:00 time: 0.245 data_time: 0.006 memory: 5036 grad_norm: 6.7837 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.6681 loss: 2.6681 2022/06/26 07:04:22 - mmengine - INFO - Epoch(train) [69][1520/3757] lr: 6.873e-03 eta: 1 day, 6:37:55 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 6.0868 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0688 loss: 3.0688 2022/06/26 07:04:23 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 07:04:28 - mmengine - INFO - Epoch(train) [69][1540/3757] lr: 6.873e-03 eta: 1 day, 6:37:50 time: 0.263 data_time: 0.024 memory: 5036 grad_norm: 6.8986 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.3059 loss: 2.3059 2022/06/26 07:04:33 - mmengine - INFO - Epoch(train) [69][1560/3757] lr: 6.873e-03 eta: 1 day, 6:37:44 time: 0.353 data_time: 0.006 memory: 5036 grad_norm: 7.2142 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3956 loss: 2.3956 2022/06/26 07:04:38 - mmengine - INFO - Epoch(train) [69][1580/3757] lr: 6.873e-03 eta: 1 day, 6:37:39 time: 0.256 data_time: 0.008 memory: 5036 grad_norm: 6.7705 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8770 loss: 2.8770 2022/06/26 07:04:43 - mmengine - INFO - Epoch(train) [69][1600/3757] lr: 6.873e-03 eta: 1 day, 6:37:34 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 6.2712 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6727 loss: 2.6727 2022/06/26 07:04:48 - mmengine - INFO - Epoch(train) [69][1620/3757] lr: 6.873e-03 eta: 1 day, 6:37:28 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 6.2022 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.3266 loss: 2.3266 2022/06/26 07:04:54 - mmengine - INFO - Epoch(train) [69][1640/3757] lr: 6.873e-03 eta: 1 day, 6:37:23 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 6.8010 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3777 loss: 2.3777 2022/06/26 07:04:59 - mmengine - INFO - Epoch(train) [69][1660/3757] lr: 6.873e-03 eta: 1 day, 6:37:17 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.3223 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.5148 loss: 2.5148 2022/06/26 07:05:04 - mmengine - INFO - Epoch(train) [69][1680/3757] lr: 6.873e-03 eta: 1 day, 6:37:12 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.7086 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.6372 loss: 2.6372 2022/06/26 07:05:09 - mmengine - INFO - Epoch(train) [69][1700/3757] lr: 6.873e-03 eta: 1 day, 6:37:07 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.9400 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.3754 loss: 2.3754 2022/06/26 07:05:14 - mmengine - INFO - Epoch(train) [69][1720/3757] lr: 6.873e-03 eta: 1 day, 6:37:01 time: 0.253 data_time: 0.008 memory: 5036 grad_norm: 6.3915 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6641 loss: 2.6641 2022/06/26 07:05:20 - mmengine - INFO - Epoch(train) [69][1740/3757] lr: 6.873e-03 eta: 1 day, 6:36:56 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 6.3262 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4776 loss: 2.4776 2022/06/26 07:05:25 - mmengine - INFO - Epoch(train) [69][1760/3757] lr: 6.873e-03 eta: 1 day, 6:36:51 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.2921 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3341 loss: 2.3341 2022/06/26 07:05:30 - mmengine - INFO - Epoch(train) [69][1780/3757] lr: 6.873e-03 eta: 1 day, 6:36:45 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 6.5377 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3078 loss: 2.3078 2022/06/26 07:05:35 - mmengine - INFO - Epoch(train) [69][1800/3757] lr: 6.873e-03 eta: 1 day, 6:36:40 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 6.8605 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3505 loss: 2.3505 2022/06/26 07:05:40 - mmengine - INFO - Epoch(train) [69][1820/3757] lr: 6.873e-03 eta: 1 day, 6:36:35 time: 0.244 data_time: 0.003 memory: 5036 grad_norm: 8.2492 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0159 loss: 3.0159 2022/06/26 07:05:46 - mmengine - INFO - Epoch(train) [69][1840/3757] lr: 6.873e-03 eta: 1 day, 6:36:29 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 6.4263 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5522 loss: 2.5522 2022/06/26 07:05:51 - mmengine - INFO - Epoch(train) [69][1860/3757] lr: 6.873e-03 eta: 1 day, 6:36:24 time: 0.250 data_time: 0.004 memory: 5036 grad_norm: 6.4562 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7428 loss: 2.7428 2022/06/26 07:05:56 - mmengine - INFO - Epoch(train) [69][1880/3757] lr: 6.873e-03 eta: 1 day, 6:36:19 time: 0.272 data_time: 0.003 memory: 5036 grad_norm: 5.1663 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6055 loss: 2.6055 2022/06/26 07:06:02 - mmengine - INFO - Epoch(train) [69][1900/3757] lr: 6.873e-03 eta: 1 day, 6:36:14 time: 0.242 data_time: 0.003 memory: 5036 grad_norm: 6.1168 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.0392 loss: 3.0392 2022/06/26 07:06:07 - mmengine - INFO - Epoch(train) [69][1920/3757] lr: 6.873e-03 eta: 1 day, 6:36:08 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 6.6991 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8558 loss: 2.8558 2022/06/26 07:06:12 - mmengine - INFO - Epoch(train) [69][1940/3757] lr: 6.873e-03 eta: 1 day, 6:36:03 time: 0.244 data_time: 0.003 memory: 5036 grad_norm: 7.2063 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2715 loss: 2.2715 2022/06/26 07:06:17 - mmengine - INFO - Epoch(train) [69][1960/3757] lr: 6.873e-03 eta: 1 day, 6:35:58 time: 0.273 data_time: 0.003 memory: 5036 grad_norm: 6.4487 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.4193 loss: 2.4193 2022/06/26 07:06:23 - mmengine - INFO - Epoch(train) [69][1980/3757] lr: 6.873e-03 eta: 1 day, 6:35:53 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 6.5359 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4589 loss: 2.4589 2022/06/26 07:06:28 - mmengine - INFO - Epoch(train) [69][2000/3757] lr: 6.873e-03 eta: 1 day, 6:35:48 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 5.4383 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3242 loss: 2.3242 2022/06/26 07:06:33 - mmengine - INFO - Epoch(train) [69][2020/3757] lr: 6.873e-03 eta: 1 day, 6:35:42 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 6.2398 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4286 loss: 2.4286 2022/06/26 07:06:39 - mmengine - INFO - Epoch(train) [69][2040/3757] lr: 6.873e-03 eta: 1 day, 6:35:37 time: 0.281 data_time: 0.003 memory: 5036 grad_norm: 5.3058 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.0679 loss: 2.0679 2022/06/26 07:06:44 - mmengine - INFO - Epoch(train) [69][2060/3757] lr: 6.873e-03 eta: 1 day, 6:35:31 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 5.4652 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4490 loss: 2.4490 2022/06/26 07:06:49 - mmengine - INFO - Epoch(train) [69][2080/3757] lr: 6.873e-03 eta: 1 day, 6:35:26 time: 0.252 data_time: 0.004 memory: 5036 grad_norm: 6.1303 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.7019 loss: 2.7019 2022/06/26 07:06:54 - mmengine - INFO - Epoch(train) [69][2100/3757] lr: 6.873e-03 eta: 1 day, 6:35:21 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 6.3868 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8219 loss: 2.8219 2022/06/26 07:07:00 - mmengine - INFO - Epoch(train) [69][2120/3757] lr: 6.873e-03 eta: 1 day, 6:35:16 time: 0.269 data_time: 0.003 memory: 5036 grad_norm: 6.4052 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7019 loss: 2.7019 2022/06/26 07:07:05 - mmengine - INFO - Epoch(train) [69][2140/3757] lr: 6.873e-03 eta: 1 day, 6:35:10 time: 0.253 data_time: 0.008 memory: 5036 grad_norm: 5.1443 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5017 loss: 2.5017 2022/06/26 07:07:10 - mmengine - INFO - Epoch(train) [69][2160/3757] lr: 6.873e-03 eta: 1 day, 6:35:05 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.0470 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6399 loss: 2.6399 2022/06/26 07:07:16 - mmengine - INFO - Epoch(train) [69][2180/3757] lr: 6.873e-03 eta: 1 day, 6:35:00 time: 0.260 data_time: 0.008 memory: 5036 grad_norm: 6.3661 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7943 loss: 2.7943 2022/06/26 07:07:21 - mmengine - INFO - Epoch(train) [69][2200/3757] lr: 6.873e-03 eta: 1 day, 6:34:55 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 6.0827 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8871 loss: 2.8871 2022/06/26 07:07:26 - mmengine - INFO - Epoch(train) [69][2220/3757] lr: 6.873e-03 eta: 1 day, 6:34:49 time: 0.250 data_time: 0.009 memory: 5036 grad_norm: 6.5077 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0418 loss: 3.0418 2022/06/26 07:07:31 - mmengine - INFO - Epoch(train) [69][2240/3757] lr: 6.873e-03 eta: 1 day, 6:34:44 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 6.8538 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.5491 loss: 2.5491 2022/06/26 07:07:36 - mmengine - INFO - Epoch(train) [69][2260/3757] lr: 6.873e-03 eta: 1 day, 6:34:39 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 5.7327 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.7029 loss: 2.7029 2022/06/26 07:07:42 - mmengine - INFO - Epoch(train) [69][2280/3757] lr: 6.873e-03 eta: 1 day, 6:34:33 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 6.0218 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7109 loss: 2.7109 2022/06/26 07:07:47 - mmengine - INFO - Epoch(train) [69][2300/3757] lr: 6.873e-03 eta: 1 day, 6:34:28 time: 0.252 data_time: 0.012 memory: 5036 grad_norm: 6.2895 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.8896 loss: 2.8896 2022/06/26 07:07:52 - mmengine - INFO - Epoch(train) [69][2320/3757] lr: 6.873e-03 eta: 1 day, 6:34:22 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 6.1058 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.3573 loss: 2.3573 2022/06/26 07:07:57 - mmengine - INFO - Epoch(train) [69][2340/3757] lr: 6.873e-03 eta: 1 day, 6:34:17 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 5.9381 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.7971 loss: 2.7971 2022/06/26 07:08:02 - mmengine - INFO - Epoch(train) [69][2360/3757] lr: 6.873e-03 eta: 1 day, 6:34:11 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 6.0714 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9862 loss: 2.9862 2022/06/26 07:08:07 - mmengine - INFO - Epoch(train) [69][2380/3757] lr: 6.873e-03 eta: 1 day, 6:34:06 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 6.2872 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.0521 loss: 3.0521 2022/06/26 07:08:12 - mmengine - INFO - Epoch(train) [69][2400/3757] lr: 6.873e-03 eta: 1 day, 6:34:00 time: 0.254 data_time: 0.008 memory: 5036 grad_norm: 6.9265 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6882 loss: 2.6882 2022/06/26 07:08:18 - mmengine - INFO - Epoch(train) [69][2420/3757] lr: 6.873e-03 eta: 1 day, 6:33:55 time: 0.248 data_time: 0.004 memory: 5036 grad_norm: 5.9646 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.6037 loss: 2.6037 2022/06/26 07:08:23 - mmengine - INFO - Epoch(train) [69][2440/3757] lr: 6.873e-03 eta: 1 day, 6:33:50 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 6.2443 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.7277 loss: 2.7277 2022/06/26 07:08:28 - mmengine - INFO - Epoch(train) [69][2460/3757] lr: 6.873e-03 eta: 1 day, 6:33:44 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 5.6709 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7964 loss: 2.7964 2022/06/26 07:08:34 - mmengine - INFO - Epoch(train) [69][2480/3757] lr: 6.873e-03 eta: 1 day, 6:33:39 time: 0.621 data_time: 0.003 memory: 5036 grad_norm: 6.8253 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 2.7505 loss: 2.7505 2022/06/26 07:08:39 - mmengine - INFO - Epoch(train) [69][2500/3757] lr: 6.873e-03 eta: 1 day, 6:33:34 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 7.2479 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7161 loss: 2.7161 2022/06/26 07:08:44 - mmengine - INFO - Epoch(train) [69][2520/3757] lr: 6.873e-03 eta: 1 day, 6:33:29 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 6.0847 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4423 loss: 2.4423 2022/06/26 07:08:45 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 07:08:49 - mmengine - INFO - Epoch(train) [69][2540/3757] lr: 6.873e-03 eta: 1 day, 6:33:23 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 6.4475 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3182 loss: 2.3182 2022/06/26 07:08:54 - mmengine - INFO - Epoch(train) [69][2560/3757] lr: 6.873e-03 eta: 1 day, 6:33:18 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 6.4224 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.4005 loss: 2.4005 2022/06/26 07:09:00 - mmengine - INFO - Epoch(train) [69][2580/3757] lr: 6.873e-03 eta: 1 day, 6:33:13 time: 0.252 data_time: 0.004 memory: 5036 grad_norm: 6.4295 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6361 loss: 2.6361 2022/06/26 07:09:05 - mmengine - INFO - Epoch(train) [69][2600/3757] lr: 6.873e-03 eta: 1 day, 6:33:07 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 6.0485 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.5571 loss: 2.5571 2022/06/26 07:09:10 - mmengine - INFO - Epoch(train) [69][2620/3757] lr: 6.873e-03 eta: 1 day, 6:33:02 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 6.4798 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3365 loss: 2.3365 2022/06/26 07:09:15 - mmengine - INFO - Epoch(train) [69][2640/3757] lr: 6.873e-03 eta: 1 day, 6:32:57 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 5.1689 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3240 loss: 2.3240 2022/06/26 07:09:20 - mmengine - INFO - Epoch(train) [69][2660/3757] lr: 6.873e-03 eta: 1 day, 6:32:51 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.2968 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.6045 loss: 2.6045 2022/06/26 07:09:26 - mmengine - INFO - Epoch(train) [69][2680/3757] lr: 6.873e-03 eta: 1 day, 6:32:46 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 7.1915 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.3085 loss: 2.3085 2022/06/26 07:09:31 - mmengine - INFO - Epoch(train) [69][2700/3757] lr: 6.873e-03 eta: 1 day, 6:32:41 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 6.9327 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9585 loss: 2.9585 2022/06/26 07:09:36 - mmengine - INFO - Epoch(train) [69][2720/3757] lr: 6.873e-03 eta: 1 day, 6:32:35 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 5.5192 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6193 loss: 2.6193 2022/06/26 07:09:42 - mmengine - INFO - Epoch(train) [69][2740/3757] lr: 6.873e-03 eta: 1 day, 6:32:30 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 5.7705 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7002 loss: 2.7002 2022/06/26 07:09:47 - mmengine - INFO - Epoch(train) [69][2760/3757] lr: 6.873e-03 eta: 1 day, 6:32:25 time: 0.271 data_time: 0.005 memory: 5036 grad_norm: 6.1668 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5542 loss: 2.5542 2022/06/26 07:09:52 - mmengine - INFO - Epoch(train) [69][2780/3757] lr: 6.873e-03 eta: 1 day, 6:32:19 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 6.7796 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.0450 loss: 3.0450 2022/06/26 07:09:57 - mmengine - INFO - Epoch(train) [69][2800/3757] lr: 6.873e-03 eta: 1 day, 6:32:14 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 6.0168 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.3906 loss: 2.3906 2022/06/26 07:10:02 - mmengine - INFO - Epoch(train) [69][2820/3757] lr: 6.873e-03 eta: 1 day, 6:32:09 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 6.3914 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.4620 loss: 2.4620 2022/06/26 07:10:08 - mmengine - INFO - Epoch(train) [69][2840/3757] lr: 6.873e-03 eta: 1 day, 6:32:03 time: 0.264 data_time: 0.016 memory: 5036 grad_norm: 6.9519 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.4651 loss: 2.4651 2022/06/26 07:10:13 - mmengine - INFO - Epoch(train) [69][2860/3757] lr: 6.873e-03 eta: 1 day, 6:31:58 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 6.9673 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3439 loss: 2.3439 2022/06/26 07:10:18 - mmengine - INFO - Epoch(train) [69][2880/3757] lr: 6.873e-03 eta: 1 day, 6:31:53 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 7.5143 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4797 loss: 2.4797 2022/06/26 07:10:23 - mmengine - INFO - Epoch(train) [69][2900/3757] lr: 6.873e-03 eta: 1 day, 6:31:47 time: 0.260 data_time: 0.009 memory: 5036 grad_norm: 6.2118 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2808 loss: 2.2808 2022/06/26 07:10:29 - mmengine - INFO - Epoch(train) [69][2920/3757] lr: 6.873e-03 eta: 1 day, 6:31:43 time: 0.261 data_time: 0.009 memory: 5036 grad_norm: 6.0580 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2974 loss: 2.2974 2022/06/26 07:10:34 - mmengine - INFO - Epoch(train) [69][2940/3757] lr: 6.873e-03 eta: 1 day, 6:31:38 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 5.4022 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5544 loss: 2.5544 2022/06/26 07:10:40 - mmengine - INFO - Epoch(train) [69][2960/3757] lr: 6.873e-03 eta: 1 day, 6:31:32 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 5.9973 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6887 loss: 2.6887 2022/06/26 07:10:45 - mmengine - INFO - Epoch(train) [69][2980/3757] lr: 6.873e-03 eta: 1 day, 6:31:27 time: 0.254 data_time: 0.013 memory: 5036 grad_norm: 6.6788 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.4720 loss: 2.4720 2022/06/26 07:10:50 - mmengine - INFO - Epoch(train) [69][3000/3757] lr: 6.873e-03 eta: 1 day, 6:31:22 time: 0.267 data_time: 0.003 memory: 5036 grad_norm: 6.1106 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.5921 loss: 2.5921 2022/06/26 07:10:56 - mmengine - INFO - Epoch(train) [69][3020/3757] lr: 6.873e-03 eta: 1 day, 6:31:17 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 5.9780 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2097 loss: 2.2097 2022/06/26 07:11:01 - mmengine - INFO - Epoch(train) [69][3040/3757] lr: 6.873e-03 eta: 1 day, 6:31:11 time: 0.248 data_time: 0.004 memory: 5036 grad_norm: 6.3460 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.9225 loss: 2.9225 2022/06/26 07:11:06 - mmengine - INFO - Epoch(train) [69][3060/3757] lr: 6.873e-03 eta: 1 day, 6:31:06 time: 0.260 data_time: 0.017 memory: 5036 grad_norm: 6.5709 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.8371 loss: 2.8371 2022/06/26 07:11:11 - mmengine - INFO - Epoch(train) [69][3080/3757] lr: 6.873e-03 eta: 1 day, 6:31:01 time: 0.272 data_time: 0.003 memory: 5036 grad_norm: 7.2230 top1_acc: 0.2500 top5_acc: 1.0000 loss_cls: 2.0880 loss: 2.0880 2022/06/26 07:11:16 - mmengine - INFO - Epoch(train) [69][3100/3757] lr: 6.873e-03 eta: 1 day, 6:30:55 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 6.0874 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.7791 loss: 2.7791 2022/06/26 07:11:22 - mmengine - INFO - Epoch(train) [69][3120/3757] lr: 6.873e-03 eta: 1 day, 6:30:50 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 6.6390 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5537 loss: 2.5537 2022/06/26 07:11:27 - mmengine - INFO - Epoch(train) [69][3140/3757] lr: 6.873e-03 eta: 1 day, 6:30:45 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 6.9336 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2843 loss: 2.2843 2022/06/26 07:11:32 - mmengine - INFO - Epoch(train) [69][3160/3757] lr: 6.873e-03 eta: 1 day, 6:30:40 time: 0.273 data_time: 0.003 memory: 5036 grad_norm: 6.1802 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7319 loss: 2.7319 2022/06/26 07:11:38 - mmengine - INFO - Epoch(train) [69][3180/3757] lr: 6.873e-03 eta: 1 day, 6:30:35 time: 0.273 data_time: 0.003 memory: 5036 grad_norm: 6.2380 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.8358 loss: 2.8358 2022/06/26 07:11:43 - mmengine - INFO - Epoch(train) [69][3200/3757] lr: 6.873e-03 eta: 1 day, 6:30:30 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 6.9596 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.3009 loss: 2.3009 2022/06/26 07:11:49 - mmengine - INFO - Epoch(train) [69][3220/3757] lr: 6.873e-03 eta: 1 day, 6:30:24 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 6.7807 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3974 loss: 2.3974 2022/06/26 07:11:54 - mmengine - INFO - Epoch(train) [69][3240/3757] lr: 6.873e-03 eta: 1 day, 6:30:19 time: 0.262 data_time: 0.004 memory: 5036 grad_norm: 5.7903 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5639 loss: 2.5639 2022/06/26 07:11:59 - mmengine - INFO - Epoch(train) [69][3260/3757] lr: 6.873e-03 eta: 1 day, 6:30:14 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 6.5454 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.7429 loss: 2.7429 2022/06/26 07:12:05 - mmengine - INFO - Epoch(train) [69][3280/3757] lr: 6.873e-03 eta: 1 day, 6:30:09 time: 0.254 data_time: 0.005 memory: 5036 grad_norm: 6.3920 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0896 loss: 3.0896 2022/06/26 07:12:10 - mmengine - INFO - Epoch(train) [69][3300/3757] lr: 6.873e-03 eta: 1 day, 6:30:04 time: 0.254 data_time: 0.005 memory: 5036 grad_norm: 6.5632 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7956 loss: 2.7956 2022/06/26 07:12:15 - mmengine - INFO - Epoch(train) [69][3320/3757] lr: 6.873e-03 eta: 1 day, 6:29:59 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 7.0991 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.8899 loss: 2.8899 2022/06/26 07:12:21 - mmengine - INFO - Epoch(train) [69][3340/3757] lr: 6.873e-03 eta: 1 day, 6:29:53 time: 0.250 data_time: 0.009 memory: 5036 grad_norm: 7.2054 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.6420 loss: 2.6420 2022/06/26 07:12:26 - mmengine - INFO - Epoch(train) [69][3360/3757] lr: 6.873e-03 eta: 1 day, 6:29:48 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 6.6441 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.6491 loss: 2.6491 2022/06/26 07:12:31 - mmengine - INFO - Epoch(train) [69][3380/3757] lr: 6.873e-03 eta: 1 day, 6:29:43 time: 0.250 data_time: 0.005 memory: 5036 grad_norm: 6.2312 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.9394 loss: 2.9394 2022/06/26 07:12:36 - mmengine - INFO - Epoch(train) [69][3400/3757] lr: 6.873e-03 eta: 1 day, 6:29:37 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 6.4909 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.6295 loss: 2.6295 2022/06/26 07:12:41 - mmengine - INFO - Epoch(train) [69][3420/3757] lr: 6.873e-03 eta: 1 day, 6:29:32 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 6.9288 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7455 loss: 2.7455 2022/06/26 07:12:47 - mmengine - INFO - Epoch(train) [69][3440/3757] lr: 6.873e-03 eta: 1 day, 6:29:26 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 6.2833 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5897 loss: 2.5897 2022/06/26 07:12:52 - mmengine - INFO - Epoch(train) [69][3460/3757] lr: 6.873e-03 eta: 1 day, 6:29:21 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 6.2195 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.6631 loss: 2.6631 2022/06/26 07:12:57 - mmengine - INFO - Epoch(train) [69][3480/3757] lr: 6.873e-03 eta: 1 day, 6:29:16 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 6.0838 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7599 loss: 2.7599 2022/06/26 07:13:02 - mmengine - INFO - Epoch(train) [69][3500/3757] lr: 6.873e-03 eta: 1 day, 6:29:10 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 6.1128 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4873 loss: 2.4873 2022/06/26 07:13:07 - mmengine - INFO - Epoch(train) [69][3520/3757] lr: 6.873e-03 eta: 1 day, 6:29:05 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 5.6666 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8895 loss: 2.8895 2022/06/26 07:13:08 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 07:13:12 - mmengine - INFO - Epoch(train) [69][3540/3757] lr: 6.873e-03 eta: 1 day, 6:28:59 time: 0.254 data_time: 0.005 memory: 5036 grad_norm: 6.5371 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.2527 loss: 2.2527 2022/06/26 07:13:18 - mmengine - INFO - Epoch(train) [69][3560/3757] lr: 6.873e-03 eta: 1 day, 6:28:54 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 6.0005 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.8647 loss: 2.8647 2022/06/26 07:13:23 - mmengine - INFO - Epoch(train) [69][3580/3757] lr: 6.873e-03 eta: 1 day, 6:28:48 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 6.6625 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.7863 loss: 2.7863 2022/06/26 07:13:28 - mmengine - INFO - Epoch(train) [69][3600/3757] lr: 6.873e-03 eta: 1 day, 6:28:43 time: 0.268 data_time: 0.002 memory: 5036 grad_norm: 6.7484 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.3434 loss: 2.3434 2022/06/26 07:13:33 - mmengine - INFO - Epoch(train) [69][3620/3757] lr: 6.873e-03 eta: 1 day, 6:28:38 time: 0.249 data_time: 0.008 memory: 5036 grad_norm: 6.2066 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5093 loss: 2.5093 2022/06/26 07:13:38 - mmengine - INFO - Epoch(train) [69][3640/3757] lr: 6.873e-03 eta: 1 day, 6:28:32 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.1155 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6178 loss: 2.6178 2022/06/26 07:13:43 - mmengine - INFO - Epoch(train) [69][3660/3757] lr: 6.873e-03 eta: 1 day, 6:28:27 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 6.2472 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3251 loss: 2.3251 2022/06/26 07:13:49 - mmengine - INFO - Epoch(train) [69][3680/3757] lr: 6.873e-03 eta: 1 day, 6:28:21 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 6.2776 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.0912 loss: 3.0912 2022/06/26 07:13:54 - mmengine - INFO - Epoch(train) [69][3700/3757] lr: 6.873e-03 eta: 1 day, 6:28:16 time: 0.272 data_time: 0.024 memory: 5036 grad_norm: 6.5003 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.6608 loss: 2.6608 2022/06/26 07:13:59 - mmengine - INFO - Epoch(train) [69][3720/3757] lr: 6.873e-03 eta: 1 day, 6:28:10 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 6.6702 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.5863 loss: 2.5863 2022/06/26 07:14:05 - mmengine - INFO - Epoch(train) [69][3740/3757] lr: 6.873e-03 eta: 1 day, 6:28:06 time: 0.242 data_time: 0.002 memory: 5036 grad_norm: 6.4673 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.5208 loss: 2.5208 2022/06/26 07:14:09 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 07:14:09 - mmengine - INFO - Saving checkpoint at 69 epochs 2022/06/26 07:14:22 - mmengine - INFO - Epoch(val) [69][20/310] eta: 0:01:44 time: 0.103 data_time: 0.002 memory: 5036 2022/06/26 07:14:27 - mmengine - INFO - Epoch(val) [69][40/310] eta: 0:01:35 time: 0.108 data_time: 0.002 memory: 1723 2022/06/26 07:14:32 - mmengine - INFO - Epoch(val) [69][60/310] eta: 0:00:26 time: 0.103 data_time: 0.002 memory: 1723 2022/06/26 07:14:36 - mmengine - INFO - Epoch(val) [69][80/310] eta: 0:00:24 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 07:14:43 - mmengine - INFO - Epoch(val) [69][100/310] eta: 0:01:11 time: 0.112 data_time: 0.005 memory: 1723 2022/06/26 07:14:48 - mmengine - INFO - Epoch(val) [69][120/310] eta: 0:01:08 time: 0.112 data_time: 0.010 memory: 1723 2022/06/26 07:14:52 - mmengine - INFO - Epoch(val) [69][140/310] eta: 0:00:17 time: 0.111 data_time: 0.002 memory: 1723 2022/06/26 07:14:57 - mmengine - INFO - Epoch(val) [69][160/310] eta: 0:00:15 time: 0.108 data_time: 0.002 memory: 1723 2022/06/26 07:15:04 - mmengine - INFO - Epoch(val) [69][180/310] eta: 0:00:47 time: 0.103 data_time: 0.002 memory: 1723 2022/06/26 07:15:09 - mmengine - INFO - Epoch(val) [69][200/310] eta: 0:00:39 time: 0.109 data_time: 0.001 memory: 1723 2022/06/26 07:15:13 - mmengine - INFO - Epoch(val) [69][220/310] eta: 0:00:09 time: 0.108 data_time: 0.001 memory: 1723 2022/06/26 07:15:18 - mmengine - INFO - Epoch(val) [69][240/310] eta: 0:00:07 time: 0.111 data_time: 0.002 memory: 1723 2022/06/26 07:15:25 - mmengine - INFO - Epoch(val) [69][260/310] eta: 0:00:17 time: 0.104 data_time: 0.001 memory: 1723 2022/06/26 07:15:29 - mmengine - INFO - Epoch(val) [69][280/310] eta: 0:00:08 time: 0.122 data_time: 0.002 memory: 1723 2022/06/26 07:15:31 - mmengine - INFO - Epoch(val) [69][300/310] eta: 0:00:01 time: 0.102 data_time: 0.001 memory: 1723 2022/06/26 07:15:33 - mmengine - INFO - Epoch(val) [69][310/310] acc/top1: 0.4888 acc/top5: 0.7388 acc/mean1: 0.4887 2022/06/26 07:15:43 - mmengine - INFO - Epoch(train) [70][20/3757] lr: 6.792e-03 eta: 1 day, 6:28:00 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.3799 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5004 loss: 2.5004 2022/06/26 07:15:48 - mmengine - INFO - Epoch(train) [70][40/3757] lr: 6.792e-03 eta: 1 day, 6:27:55 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 7.0607 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.6405 loss: 2.6405 2022/06/26 07:15:54 - mmengine - INFO - Epoch(train) [70][60/3757] lr: 6.792e-03 eta: 1 day, 6:27:50 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 6.5601 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8842 loss: 2.8842 2022/06/26 07:15:59 - mmengine - INFO - Epoch(train) [70][80/3757] lr: 6.792e-03 eta: 1 day, 6:27:45 time: 0.244 data_time: 0.003 memory: 5036 grad_norm: 5.5784 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 2.2481 loss: 2.2481 2022/06/26 07:16:05 - mmengine - INFO - Epoch(train) [70][100/3757] lr: 6.792e-03 eta: 1 day, 6:27:40 time: 0.268 data_time: 0.003 memory: 5036 grad_norm: 5.6235 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9086 loss: 2.9086 2022/06/26 07:16:10 - mmengine - INFO - Epoch(train) [70][120/3757] lr: 6.792e-03 eta: 1 day, 6:27:35 time: 0.267 data_time: 0.003 memory: 5036 grad_norm: 5.9580 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7925 loss: 2.7925 2022/06/26 07:16:15 - mmengine - INFO - Epoch(train) [70][140/3757] lr: 6.792e-03 eta: 1 day, 6:27:30 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 6.4939 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2939 loss: 2.2939 2022/06/26 07:16:21 - mmengine - INFO - Epoch(train) [70][160/3757] lr: 6.792e-03 eta: 1 day, 6:27:24 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 6.4215 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.3626 loss: 2.3626 2022/06/26 07:16:26 - mmengine - INFO - Epoch(train) [70][180/3757] lr: 6.792e-03 eta: 1 day, 6:27:19 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 6.7505 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.3245 loss: 2.3245 2022/06/26 07:16:31 - mmengine - INFO - Epoch(train) [70][200/3757] lr: 6.792e-03 eta: 1 day, 6:27:14 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 6.3217 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4353 loss: 2.4353 2022/06/26 07:16:37 - mmengine - INFO - Epoch(train) [70][220/3757] lr: 6.792e-03 eta: 1 day, 6:27:09 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 6.7771 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9231 loss: 2.9231 2022/06/26 07:16:42 - mmengine - INFO - Epoch(train) [70][240/3757] lr: 6.792e-03 eta: 1 day, 6:27:03 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 5.0051 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5796 loss: 2.5796 2022/06/26 07:16:47 - mmengine - INFO - Epoch(train) [70][260/3757] lr: 6.792e-03 eta: 1 day, 6:26:58 time: 0.250 data_time: 0.008 memory: 5036 grad_norm: 6.1074 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5840 loss: 2.5840 2022/06/26 07:16:52 - mmengine - INFO - Epoch(train) [70][280/3757] lr: 6.792e-03 eta: 1 day, 6:26:53 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 6.9068 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4439 loss: 2.4439 2022/06/26 07:16:58 - mmengine - INFO - Epoch(train) [70][300/3757] lr: 6.792e-03 eta: 1 day, 6:26:48 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 7.0431 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.7703 loss: 2.7703 2022/06/26 07:17:03 - mmengine - INFO - Epoch(train) [70][320/3757] lr: 6.792e-03 eta: 1 day, 6:26:42 time: 0.250 data_time: 0.005 memory: 5036 grad_norm: 6.8262 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.2394 loss: 3.2394 2022/06/26 07:17:08 - mmengine - INFO - Epoch(train) [70][340/3757] lr: 6.792e-03 eta: 1 day, 6:26:37 time: 0.257 data_time: 0.017 memory: 5036 grad_norm: 6.8299 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.4698 loss: 2.4698 2022/06/26 07:17:13 - mmengine - INFO - Epoch(train) [70][360/3757] lr: 6.792e-03 eta: 1 day, 6:26:32 time: 0.251 data_time: 0.004 memory: 5036 grad_norm: 6.6315 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8831 loss: 2.8831 2022/06/26 07:17:19 - mmengine - INFO - Epoch(train) [70][380/3757] lr: 6.792e-03 eta: 1 day, 6:26:27 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 6.7290 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.4574 loss: 2.4574 2022/06/26 07:17:24 - mmengine - INFO - Epoch(train) [70][400/3757] lr: 6.792e-03 eta: 1 day, 6:26:21 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 7.1934 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.6457 loss: 2.6457 2022/06/26 07:17:29 - mmengine - INFO - Epoch(train) [70][420/3757] lr: 6.792e-03 eta: 1 day, 6:26:16 time: 0.259 data_time: 0.019 memory: 5036 grad_norm: 5.9511 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.5682 loss: 2.5682 2022/06/26 07:17:35 - mmengine - INFO - Epoch(train) [70][440/3757] lr: 6.792e-03 eta: 1 day, 6:26:11 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 6.7010 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.3981 loss: 2.3981 2022/06/26 07:17:40 - mmengine - INFO - Epoch(train) [70][460/3757] lr: 6.792e-03 eta: 1 day, 6:26:06 time: 0.250 data_time: 0.009 memory: 5036 grad_norm: 6.5540 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4615 loss: 2.4615 2022/06/26 07:17:45 - mmengine - INFO - Epoch(train) [70][480/3757] lr: 6.792e-03 eta: 1 day, 6:26:00 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 6.3455 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3838 loss: 2.3838 2022/06/26 07:17:50 - mmengine - INFO - Epoch(train) [70][500/3757] lr: 6.792e-03 eta: 1 day, 6:25:55 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 6.7382 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.3130 loss: 2.3130 2022/06/26 07:17:55 - mmengine - INFO - Epoch(train) [70][520/3757] lr: 6.792e-03 eta: 1 day, 6:25:49 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.1877 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.4464 loss: 2.4464 2022/06/26 07:18:01 - mmengine - INFO - Epoch(train) [70][540/3757] lr: 6.792e-03 eta: 1 day, 6:25:44 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 6.2951 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.5344 loss: 2.5344 2022/06/26 07:18:06 - mmengine - INFO - Epoch(train) [70][560/3757] lr: 6.792e-03 eta: 1 day, 6:25:38 time: 0.273 data_time: 0.002 memory: 5036 grad_norm: 6.8496 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.6124 loss: 2.6124 2022/06/26 07:18:11 - mmengine - INFO - Epoch(train) [70][580/3757] lr: 6.792e-03 eta: 1 day, 6:25:33 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 6.3787 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8752 loss: 2.8752 2022/06/26 07:18:16 - mmengine - INFO - Epoch(train) [70][600/3757] lr: 6.792e-03 eta: 1 day, 6:25:28 time: 0.245 data_time: 0.004 memory: 5036 grad_norm: 6.7417 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.5251 loss: 2.5251 2022/06/26 07:18:21 - mmengine - INFO - Epoch(train) [70][620/3757] lr: 6.792e-03 eta: 1 day, 6:25:22 time: 0.260 data_time: 0.008 memory: 5036 grad_norm: 6.6283 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.7102 loss: 2.7102 2022/06/26 07:18:26 - mmengine - INFO - Epoch(train) [70][640/3757] lr: 6.792e-03 eta: 1 day, 6:25:17 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 6.1348 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5126 loss: 2.5126 2022/06/26 07:18:32 - mmengine - INFO - Epoch(train) [70][660/3757] lr: 6.792e-03 eta: 1 day, 6:25:12 time: 0.264 data_time: 0.009 memory: 5036 grad_norm: 7.1734 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.7668 loss: 2.7668 2022/06/26 07:18:37 - mmengine - INFO - Epoch(train) [70][680/3757] lr: 6.792e-03 eta: 1 day, 6:25:06 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 5.9502 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.4100 loss: 2.4100 2022/06/26 07:18:42 - mmengine - INFO - Epoch(train) [70][700/3757] lr: 6.792e-03 eta: 1 day, 6:25:01 time: 0.260 data_time: 0.008 memory: 5036 grad_norm: 5.8305 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.3232 loss: 2.3232 2022/06/26 07:18:47 - mmengine - INFO - Epoch(train) [70][720/3757] lr: 6.792e-03 eta: 1 day, 6:24:56 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 6.2341 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4649 loss: 2.4649 2022/06/26 07:18:53 - mmengine - INFO - Epoch(train) [70][740/3757] lr: 6.792e-03 eta: 1 day, 6:24:50 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 7.1674 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.5132 loss: 2.5132 2022/06/26 07:18:58 - mmengine - INFO - Epoch(train) [70][760/3757] lr: 6.792e-03 eta: 1 day, 6:24:45 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 7.1496 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.3952 loss: 2.3952 2022/06/26 07:19:00 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 07:19:03 - mmengine - INFO - Epoch(train) [70][780/3757] lr: 6.792e-03 eta: 1 day, 6:24:40 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 5.4701 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 2.5052 loss: 2.5052 2022/06/26 07:19:09 - mmengine - INFO - Epoch(train) [70][800/3757] lr: 6.792e-03 eta: 1 day, 6:24:35 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 6.9416 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5220 loss: 2.5220 2022/06/26 07:19:14 - mmengine - INFO - Epoch(train) [70][820/3757] lr: 6.792e-03 eta: 1 day, 6:24:29 time: 0.251 data_time: 0.007 memory: 5036 grad_norm: 7.2212 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5747 loss: 2.5747 2022/06/26 07:19:19 - mmengine - INFO - Epoch(train) [70][840/3757] lr: 6.792e-03 eta: 1 day, 6:24:24 time: 0.247 data_time: 0.006 memory: 5036 grad_norm: 5.9338 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.7009 loss: 2.7009 2022/06/26 07:19:24 - mmengine - INFO - Epoch(train) [70][860/3757] lr: 6.792e-03 eta: 1 day, 6:24:18 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 6.2677 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.6242 loss: 2.6242 2022/06/26 07:19:29 - mmengine - INFO - Epoch(train) [70][880/3757] lr: 6.792e-03 eta: 1 day, 6:24:13 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 6.6182 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4709 loss: 2.4709 2022/06/26 07:19:35 - mmengine - INFO - Epoch(train) [70][900/3757] lr: 6.792e-03 eta: 1 day, 6:24:08 time: 0.560 data_time: 0.003 memory: 5036 grad_norm: 5.3656 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7874 loss: 2.7874 2022/06/26 07:19:40 - mmengine - INFO - Epoch(train) [70][920/3757] lr: 6.792e-03 eta: 1 day, 6:24:02 time: 0.251 data_time: 0.005 memory: 5036 grad_norm: 6.0775 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.5578 loss: 2.5578 2022/06/26 07:19:45 - mmengine - INFO - Epoch(train) [70][940/3757] lr: 6.792e-03 eta: 1 day, 6:23:57 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 6.8134 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.1001 loss: 3.1001 2022/06/26 07:19:50 - mmengine - INFO - Epoch(train) [70][960/3757] lr: 6.792e-03 eta: 1 day, 6:23:52 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 6.5542 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4878 loss: 2.4878 2022/06/26 07:19:56 - mmengine - INFO - Epoch(train) [70][980/3757] lr: 6.792e-03 eta: 1 day, 6:23:46 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 5.9099 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7243 loss: 2.7243 2022/06/26 07:20:01 - mmengine - INFO - Epoch(train) [70][1000/3757] lr: 6.792e-03 eta: 1 day, 6:23:41 time: 0.252 data_time: 0.011 memory: 5036 grad_norm: 7.7967 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.5399 loss: 2.5399 2022/06/26 07:20:06 - mmengine - INFO - Epoch(train) [70][1020/3757] lr: 6.792e-03 eta: 1 day, 6:23:36 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 6.3033 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.5981 loss: 2.5981 2022/06/26 07:20:11 - mmengine - INFO - Epoch(train) [70][1040/3757] lr: 6.792e-03 eta: 1 day, 6:23:30 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 6.1649 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4461 loss: 2.4461 2022/06/26 07:20:16 - mmengine - INFO - Epoch(train) [70][1060/3757] lr: 6.792e-03 eta: 1 day, 6:23:25 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 6.3712 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.7072 loss: 2.7072 2022/06/26 07:20:22 - mmengine - INFO - Epoch(train) [70][1080/3757] lr: 6.792e-03 eta: 1 day, 6:23:20 time: 0.261 data_time: 0.021 memory: 5036 grad_norm: 6.5677 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7134 loss: 2.7134 2022/06/26 07:20:27 - mmengine - INFO - Epoch(train) [70][1100/3757] lr: 6.792e-03 eta: 1 day, 6:23:14 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 6.5632 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.6223 loss: 2.6223 2022/06/26 07:20:32 - mmengine - INFO - Epoch(train) [70][1120/3757] lr: 6.792e-03 eta: 1 day, 6:23:09 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.6412 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.7198 loss: 2.7198 2022/06/26 07:20:38 - mmengine - INFO - Epoch(train) [70][1140/3757] lr: 6.792e-03 eta: 1 day, 6:23:04 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 6.4977 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1713 loss: 2.1713 2022/06/26 07:20:43 - mmengine - INFO - Epoch(train) [70][1160/3757] lr: 6.792e-03 eta: 1 day, 6:22:59 time: 0.256 data_time: 0.017 memory: 5036 grad_norm: 6.9453 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.4022 loss: 2.4022 2022/06/26 07:20:48 - mmengine - INFO - Epoch(train) [70][1180/3757] lr: 6.792e-03 eta: 1 day, 6:22:54 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 6.4244 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.4541 loss: 2.4541 2022/06/26 07:20:53 - mmengine - INFO - Epoch(train) [70][1200/3757] lr: 6.792e-03 eta: 1 day, 6:22:48 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 7.5828 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3443 loss: 2.3443 2022/06/26 07:20:59 - mmengine - INFO - Epoch(train) [70][1220/3757] lr: 6.792e-03 eta: 1 day, 6:22:44 time: 0.269 data_time: 0.003 memory: 5036 grad_norm: 6.7596 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.6650 loss: 2.6650 2022/06/26 07:21:04 - mmengine - INFO - Epoch(train) [70][1240/3757] lr: 6.792e-03 eta: 1 day, 6:22:38 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 7.3943 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.1186 loss: 2.1186 2022/06/26 07:21:09 - mmengine - INFO - Epoch(train) [70][1260/3757] lr: 6.792e-03 eta: 1 day, 6:22:33 time: 0.262 data_time: 0.009 memory: 5036 grad_norm: 5.5524 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4703 loss: 2.4703 2022/06/26 07:21:14 - mmengine - INFO - Epoch(train) [70][1280/3757] lr: 6.792e-03 eta: 1 day, 6:22:27 time: 0.261 data_time: 0.009 memory: 5036 grad_norm: 6.5033 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7713 loss: 2.7713 2022/06/26 07:21:20 - mmengine - INFO - Epoch(train) [70][1300/3757] lr: 6.792e-03 eta: 1 day, 6:22:22 time: 0.254 data_time: 0.008 memory: 5036 grad_norm: 6.7370 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2319 loss: 2.2319 2022/06/26 07:21:25 - mmengine - INFO - Epoch(train) [70][1320/3757] lr: 6.792e-03 eta: 1 day, 6:22:17 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 6.8229 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5835 loss: 2.5835 2022/06/26 07:21:30 - mmengine - INFO - Epoch(train) [70][1340/3757] lr: 6.792e-03 eta: 1 day, 6:22:12 time: 0.255 data_time: 0.016 memory: 5036 grad_norm: 6.3428 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5583 loss: 2.5583 2022/06/26 07:21:36 - mmengine - INFO - Epoch(train) [70][1360/3757] lr: 6.792e-03 eta: 1 day, 6:22:06 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 8.0730 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 2.9286 loss: 2.9286 2022/06/26 07:21:41 - mmengine - INFO - Epoch(train) [70][1380/3757] lr: 6.792e-03 eta: 1 day, 6:22:01 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 6.8716 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.1817 loss: 2.1817 2022/06/26 07:21:46 - mmengine - INFO - Epoch(train) [70][1400/3757] lr: 6.792e-03 eta: 1 day, 6:21:56 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 6.4772 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7976 loss: 2.7976 2022/06/26 07:21:51 - mmengine - INFO - Epoch(train) [70][1420/3757] lr: 6.792e-03 eta: 1 day, 6:21:50 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 7.1208 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3284 loss: 2.3284 2022/06/26 07:21:57 - mmengine - INFO - Epoch(train) [70][1440/3757] lr: 6.792e-03 eta: 1 day, 6:21:45 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 7.1839 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.3279 loss: 2.3279 2022/06/26 07:22:02 - mmengine - INFO - Epoch(train) [70][1460/3757] lr: 6.792e-03 eta: 1 day, 6:21:40 time: 0.250 data_time: 0.008 memory: 5036 grad_norm: 6.5012 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 2.0854 loss: 2.0854 2022/06/26 07:22:07 - mmengine - INFO - Epoch(train) [70][1480/3757] lr: 6.792e-03 eta: 1 day, 6:21:35 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 6.4676 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.7140 loss: 2.7140 2022/06/26 07:22:12 - mmengine - INFO - Epoch(train) [70][1500/3757] lr: 6.792e-03 eta: 1 day, 6:21:29 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 7.0593 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.4863 loss: 2.4863 2022/06/26 07:22:18 - mmengine - INFO - Epoch(train) [70][1520/3757] lr: 6.792e-03 eta: 1 day, 6:21:24 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 5.2496 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.9556 loss: 1.9556 2022/06/26 07:22:23 - mmengine - INFO - Epoch(train) [70][1540/3757] lr: 6.792e-03 eta: 1 day, 6:21:18 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 7.3940 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5638 loss: 2.5638 2022/06/26 07:22:28 - mmengine - INFO - Epoch(train) [70][1560/3757] lr: 6.792e-03 eta: 1 day, 6:21:13 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 6.6259 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6060 loss: 2.6060 2022/06/26 07:22:33 - mmengine - INFO - Epoch(train) [70][1580/3757] lr: 6.792e-03 eta: 1 day, 6:21:08 time: 0.268 data_time: 0.006 memory: 5036 grad_norm: 6.5609 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.4904 loss: 2.4904 2022/06/26 07:22:38 - mmengine - INFO - Epoch(train) [70][1600/3757] lr: 6.792e-03 eta: 1 day, 6:21:02 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 6.5746 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9045 loss: 2.9045 2022/06/26 07:22:44 - mmengine - INFO - Epoch(train) [70][1620/3757] lr: 6.792e-03 eta: 1 day, 6:20:57 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 5.4246 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8186 loss: 2.8186 2022/06/26 07:22:49 - mmengine - INFO - Epoch(train) [70][1640/3757] lr: 6.792e-03 eta: 1 day, 6:20:52 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 6.4687 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4492 loss: 2.4492 2022/06/26 07:22:54 - mmengine - INFO - Epoch(train) [70][1660/3757] lr: 6.792e-03 eta: 1 day, 6:20:47 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.4985 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.8631 loss: 2.8631 2022/06/26 07:22:59 - mmengine - INFO - Epoch(train) [70][1680/3757] lr: 6.792e-03 eta: 1 day, 6:20:41 time: 0.249 data_time: 0.007 memory: 5036 grad_norm: 6.6122 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5145 loss: 2.5145 2022/06/26 07:23:05 - mmengine - INFO - Epoch(train) [70][1700/3757] lr: 6.792e-03 eta: 1 day, 6:20:36 time: 0.264 data_time: 0.007 memory: 5036 grad_norm: 6.8604 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2943 loss: 2.2943 2022/06/26 07:23:10 - mmengine - INFO - Epoch(train) [70][1720/3757] lr: 6.792e-03 eta: 1 day, 6:20:30 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 6.1618 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.7384 loss: 2.7384 2022/06/26 07:23:15 - mmengine - INFO - Epoch(train) [70][1740/3757] lr: 6.792e-03 eta: 1 day, 6:20:25 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 6.6245 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.2341 loss: 2.2341 2022/06/26 07:23:20 - mmengine - INFO - Epoch(train) [70][1760/3757] lr: 6.792e-03 eta: 1 day, 6:20:20 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 6.2683 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.1894 loss: 2.1894 2022/06/26 07:23:22 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 07:23:25 - mmengine - INFO - Epoch(train) [70][1780/3757] lr: 6.792e-03 eta: 1 day, 6:20:14 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 6.6443 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.4493 loss: 2.4493 2022/06/26 07:23:31 - mmengine - INFO - Epoch(train) [70][1800/3757] lr: 6.792e-03 eta: 1 day, 6:20:09 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 6.6893 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.5136 loss: 2.5136 2022/06/26 07:23:36 - mmengine - INFO - Epoch(train) [70][1820/3757] lr: 6.792e-03 eta: 1 day, 6:20:03 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 5.7616 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3959 loss: 2.3959 2022/06/26 07:23:41 - mmengine - INFO - Epoch(train) [70][1840/3757] lr: 6.792e-03 eta: 1 day, 6:19:58 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 6.4562 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6516 loss: 2.6516 2022/06/26 07:23:46 - mmengine - INFO - Epoch(train) [70][1860/3757] lr: 6.792e-03 eta: 1 day, 6:19:53 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 6.0653 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.5659 loss: 2.5659 2022/06/26 07:23:52 - mmengine - INFO - Epoch(train) [70][1880/3757] lr: 6.792e-03 eta: 1 day, 6:19:48 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 6.1566 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7026 loss: 2.7026 2022/06/26 07:23:57 - mmengine - INFO - Epoch(train) [70][1900/3757] lr: 6.792e-03 eta: 1 day, 6:19:42 time: 0.269 data_time: 0.003 memory: 5036 grad_norm: 5.5828 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.5525 loss: 2.5525 2022/06/26 07:24:02 - mmengine - INFO - Epoch(train) [70][1920/3757] lr: 6.792e-03 eta: 1 day, 6:19:37 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 5.6703 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.4575 loss: 2.4575 2022/06/26 07:24:08 - mmengine - INFO - Epoch(train) [70][1940/3757] lr: 6.792e-03 eta: 1 day, 6:19:32 time: 0.260 data_time: 0.009 memory: 5036 grad_norm: 6.6315 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.1966 loss: 2.1966 2022/06/26 07:24:13 - mmengine - INFO - Epoch(train) [70][1960/3757] lr: 6.792e-03 eta: 1 day, 6:19:27 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 7.4809 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7320 loss: 2.7320 2022/06/26 07:24:18 - mmengine - INFO - Epoch(train) [70][1980/3757] lr: 6.792e-03 eta: 1 day, 6:19:21 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 6.0811 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0201 loss: 3.0201 2022/06/26 07:24:23 - mmengine - INFO - Epoch(train) [70][2000/3757] lr: 6.792e-03 eta: 1 day, 6:19:16 time: 0.252 data_time: 0.008 memory: 5036 grad_norm: 7.4137 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6312 loss: 2.6312 2022/06/26 07:24:28 - mmengine - INFO - Epoch(train) [70][2020/3757] lr: 6.792e-03 eta: 1 day, 6:19:11 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.7330 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6344 loss: 2.6344 2022/06/26 07:24:33 - mmengine - INFO - Epoch(train) [70][2040/3757] lr: 6.792e-03 eta: 1 day, 6:19:05 time: 0.246 data_time: 0.007 memory: 5036 grad_norm: 6.8549 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6629 loss: 2.6629 2022/06/26 07:24:39 - mmengine - INFO - Epoch(train) [70][2060/3757] lr: 6.792e-03 eta: 1 day, 6:19:00 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 5.8158 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.9479 loss: 2.9479 2022/06/26 07:24:44 - mmengine - INFO - Epoch(train) [70][2080/3757] lr: 6.792e-03 eta: 1 day, 6:18:54 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 6.1052 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5244 loss: 2.5244 2022/06/26 07:24:49 - mmengine - INFO - Epoch(train) [70][2100/3757] lr: 6.792e-03 eta: 1 day, 6:18:49 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 6.7360 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.7507 loss: 2.7507 2022/06/26 07:24:54 - mmengine - INFO - Epoch(train) [70][2120/3757] lr: 6.792e-03 eta: 1 day, 6:18:44 time: 0.251 data_time: 0.008 memory: 5036 grad_norm: 5.6435 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7651 loss: 2.7651 2022/06/26 07:25:00 - mmengine - INFO - Epoch(train) [70][2140/3757] lr: 6.792e-03 eta: 1 day, 6:18:38 time: 0.253 data_time: 0.005 memory: 5036 grad_norm: 6.2230 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.3797 loss: 2.3797 2022/06/26 07:25:05 - mmengine - INFO - Epoch(train) [70][2160/3757] lr: 6.792e-03 eta: 1 day, 6:18:33 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 6.0001 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.6032 loss: 2.6032 2022/06/26 07:25:10 - mmengine - INFO - Epoch(train) [70][2180/3757] lr: 6.792e-03 eta: 1 day, 6:18:27 time: 0.251 data_time: 0.012 memory: 5036 grad_norm: 5.9458 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.4952 loss: 2.4952 2022/06/26 07:25:15 - mmengine - INFO - Epoch(train) [70][2200/3757] lr: 6.792e-03 eta: 1 day, 6:18:22 time: 0.266 data_time: 0.022 memory: 5036 grad_norm: 6.4808 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.5155 loss: 2.5155 2022/06/26 07:25:20 - mmengine - INFO - Epoch(train) [70][2220/3757] lr: 6.792e-03 eta: 1 day, 6:18:17 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 6.3402 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.3841 loss: 2.3841 2022/06/26 07:25:26 - mmengine - INFO - Epoch(train) [70][2240/3757] lr: 6.792e-03 eta: 1 day, 6:18:11 time: 0.257 data_time: 0.011 memory: 5036 grad_norm: 6.1180 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2057 loss: 2.2057 2022/06/26 07:25:31 - mmengine - INFO - Epoch(train) [70][2260/3757] lr: 6.792e-03 eta: 1 day, 6:18:06 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 7.2161 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.3916 loss: 2.3916 2022/06/26 07:25:36 - mmengine - INFO - Epoch(train) [70][2280/3757] lr: 6.792e-03 eta: 1 day, 6:18:00 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 6.5988 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3558 loss: 2.3558 2022/06/26 07:25:41 - mmengine - INFO - Epoch(train) [70][2300/3757] lr: 6.792e-03 eta: 1 day, 6:17:55 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 6.1528 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6357 loss: 2.6357 2022/06/26 07:25:46 - mmengine - INFO - Epoch(train) [70][2320/3757] lr: 6.792e-03 eta: 1 day, 6:17:50 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 5.9678 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.5900 loss: 2.5900 2022/06/26 07:25:52 - mmengine - INFO - Epoch(train) [70][2340/3757] lr: 6.792e-03 eta: 1 day, 6:17:44 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 6.6744 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8582 loss: 2.8582 2022/06/26 07:25:57 - mmengine - INFO - Epoch(train) [70][2360/3757] lr: 6.792e-03 eta: 1 day, 6:17:39 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 6.5511 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.9688 loss: 2.9688 2022/06/26 07:26:02 - mmengine - INFO - Epoch(train) [70][2380/3757] lr: 6.792e-03 eta: 1 day, 6:17:34 time: 0.260 data_time: 0.015 memory: 5036 grad_norm: 5.9464 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.2320 loss: 2.2320 2022/06/26 07:26:07 - mmengine - INFO - Epoch(train) [70][2400/3757] lr: 6.792e-03 eta: 1 day, 6:17:29 time: 0.253 data_time: 0.012 memory: 5036 grad_norm: 7.0878 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9702 loss: 2.9702 2022/06/26 07:26:13 - mmengine - INFO - Epoch(train) [70][2420/3757] lr: 6.792e-03 eta: 1 day, 6:17:23 time: 0.265 data_time: 0.012 memory: 5036 grad_norm: 6.8121 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7970 loss: 2.7970 2022/06/26 07:26:18 - mmengine - INFO - Epoch(train) [70][2440/3757] lr: 6.792e-03 eta: 1 day, 6:17:18 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 6.2109 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3609 loss: 2.3609 2022/06/26 07:26:23 - mmengine - INFO - Epoch(train) [70][2460/3757] lr: 6.792e-03 eta: 1 day, 6:17:13 time: 0.274 data_time: 0.015 memory: 5036 grad_norm: 6.4851 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.5946 loss: 2.5946 2022/06/26 07:26:28 - mmengine - INFO - Epoch(train) [70][2480/3757] lr: 6.792e-03 eta: 1 day, 6:17:07 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 6.3881 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.8916 loss: 2.8916 2022/06/26 07:26:34 - mmengine - INFO - Epoch(train) [70][2500/3757] lr: 6.792e-03 eta: 1 day, 6:17:02 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 6.3341 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.4564 loss: 2.4564 2022/06/26 07:26:39 - mmengine - INFO - Epoch(train) [70][2520/3757] lr: 6.792e-03 eta: 1 day, 6:16:57 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 5.9732 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2762 loss: 2.2762 2022/06/26 07:26:44 - mmengine - INFO - Epoch(train) [70][2540/3757] lr: 6.792e-03 eta: 1 day, 6:16:52 time: 0.267 data_time: 0.018 memory: 5036 grad_norm: 5.9688 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.6715 loss: 2.6715 2022/06/26 07:26:50 - mmengine - INFO - Epoch(train) [70][2560/3757] lr: 6.792e-03 eta: 1 day, 6:16:47 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.7822 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6244 loss: 2.6244 2022/06/26 07:26:55 - mmengine - INFO - Epoch(train) [70][2580/3757] lr: 6.792e-03 eta: 1 day, 6:16:41 time: 0.296 data_time: 0.003 memory: 5036 grad_norm: 6.1727 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4050 loss: 2.4050 2022/06/26 07:27:00 - mmengine - INFO - Epoch(train) [70][2600/3757] lr: 6.792e-03 eta: 1 day, 6:16:36 time: 0.257 data_time: 0.012 memory: 5036 grad_norm: 6.1363 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9548 loss: 2.9548 2022/06/26 07:27:05 - mmengine - INFO - Epoch(train) [70][2620/3757] lr: 6.792e-03 eta: 1 day, 6:16:31 time: 0.271 data_time: 0.018 memory: 5036 grad_norm: 6.7543 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6392 loss: 2.6392 2022/06/26 07:27:11 - mmengine - INFO - Epoch(train) [70][2640/3757] lr: 6.792e-03 eta: 1 day, 6:16:25 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 6.5348 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.5937 loss: 2.5937 2022/06/26 07:27:16 - mmengine - INFO - Epoch(train) [70][2660/3757] lr: 6.792e-03 eta: 1 day, 6:16:20 time: 0.262 data_time: 0.004 memory: 5036 grad_norm: 6.2703 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.6897 loss: 2.6897 2022/06/26 07:27:21 - mmengine - INFO - Epoch(train) [70][2680/3757] lr: 6.792e-03 eta: 1 day, 6:16:15 time: 0.245 data_time: 0.003 memory: 5036 grad_norm: 6.0463 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2695 loss: 2.2695 2022/06/26 07:27:26 - mmengine - INFO - Epoch(train) [70][2700/3757] lr: 6.792e-03 eta: 1 day, 6:16:10 time: 0.268 data_time: 0.003 memory: 5036 grad_norm: 6.1657 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.2494 loss: 2.2494 2022/06/26 07:27:32 - mmengine - INFO - Epoch(train) [70][2720/3757] lr: 6.792e-03 eta: 1 day, 6:16:04 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 6.3100 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.5732 loss: 2.5732 2022/06/26 07:27:37 - mmengine - INFO - Epoch(train) [70][2740/3757] lr: 6.792e-03 eta: 1 day, 6:15:59 time: 0.268 data_time: 0.003 memory: 5036 grad_norm: 7.1997 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3608 loss: 2.3608 2022/06/26 07:27:42 - mmengine - INFO - Epoch(train) [70][2760/3757] lr: 6.792e-03 eta: 1 day, 6:15:54 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 6.0690 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.7997 loss: 2.7997 2022/06/26 07:27:44 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 07:27:47 - mmengine - INFO - Epoch(train) [70][2780/3757] lr: 6.792e-03 eta: 1 day, 6:15:48 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 5.8405 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.4124 loss: 2.4124 2022/06/26 07:27:53 - mmengine - INFO - Epoch(train) [70][2800/3757] lr: 6.792e-03 eta: 1 day, 6:15:43 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 6.3885 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.5416 loss: 2.5416 2022/06/26 07:27:58 - mmengine - INFO - Epoch(train) [70][2820/3757] lr: 6.792e-03 eta: 1 day, 6:15:38 time: 0.271 data_time: 0.006 memory: 5036 grad_norm: 7.1778 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.2802 loss: 2.2802 2022/06/26 07:28:03 - mmengine - INFO - Epoch(train) [70][2840/3757] lr: 6.792e-03 eta: 1 day, 6:15:32 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 5.5016 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.6341 loss: 2.6341 2022/06/26 07:28:08 - mmengine - INFO - Epoch(train) [70][2860/3757] lr: 6.792e-03 eta: 1 day, 6:15:27 time: 0.275 data_time: 0.002 memory: 5036 grad_norm: 6.4562 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4316 loss: 2.4316 2022/06/26 07:28:13 - mmengine - INFO - Epoch(train) [70][2880/3757] lr: 6.792e-03 eta: 1 day, 6:15:21 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 5.4568 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6971 loss: 2.6971 2022/06/26 07:28:19 - mmengine - INFO - Epoch(train) [70][2900/3757] lr: 6.792e-03 eta: 1 day, 6:15:16 time: 0.267 data_time: 0.008 memory: 5036 grad_norm: 5.6080 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7922 loss: 2.7922 2022/06/26 07:28:24 - mmengine - INFO - Epoch(train) [70][2920/3757] lr: 6.792e-03 eta: 1 day, 6:15:11 time: 0.249 data_time: 0.009 memory: 5036 grad_norm: 6.8397 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.4188 loss: 2.4188 2022/06/26 07:28:29 - mmengine - INFO - Epoch(train) [70][2940/3757] lr: 6.792e-03 eta: 1 day, 6:15:05 time: 0.270 data_time: 0.003 memory: 5036 grad_norm: 6.3044 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6511 loss: 2.6511 2022/06/26 07:28:34 - mmengine - INFO - Epoch(train) [70][2960/3757] lr: 6.792e-03 eta: 1 day, 6:15:00 time: 0.247 data_time: 0.006 memory: 5036 grad_norm: 10.3747 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.2944 loss: 2.2944 2022/06/26 07:28:39 - mmengine - INFO - Epoch(train) [70][2980/3757] lr: 6.792e-03 eta: 1 day, 6:14:55 time: 0.268 data_time: 0.016 memory: 5036 grad_norm: 6.3206 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7651 loss: 2.7651 2022/06/26 07:28:45 - mmengine - INFO - Epoch(train) [70][3000/3757] lr: 6.792e-03 eta: 1 day, 6:14:49 time: 0.252 data_time: 0.012 memory: 5036 grad_norm: 6.4567 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.5090 loss: 2.5090 2022/06/26 07:28:50 - mmengine - INFO - Epoch(train) [70][3020/3757] lr: 6.792e-03 eta: 1 day, 6:14:44 time: 0.279 data_time: 0.003 memory: 5036 grad_norm: 6.6060 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9210 loss: 2.9210 2022/06/26 07:28:55 - mmengine - INFO - Epoch(train) [70][3040/3757] lr: 6.792e-03 eta: 1 day, 6:14:39 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 5.7974 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5338 loss: 2.5338 2022/06/26 07:29:00 - mmengine - INFO - Epoch(train) [70][3060/3757] lr: 6.792e-03 eta: 1 day, 6:14:33 time: 0.277 data_time: 0.015 memory: 5036 grad_norm: 6.4975 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.7033 loss: 2.7033 2022/06/26 07:29:06 - mmengine - INFO - Epoch(train) [70][3080/3757] lr: 6.792e-03 eta: 1 day, 6:14:28 time: 0.272 data_time: 0.014 memory: 5036 grad_norm: 5.6978 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0588 loss: 3.0588 2022/06/26 07:29:11 - mmengine - INFO - Epoch(train) [70][3100/3757] lr: 6.792e-03 eta: 1 day, 6:14:23 time: 0.270 data_time: 0.003 memory: 5036 grad_norm: 6.8341 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.7759 loss: 2.7759 2022/06/26 07:29:16 - mmengine - INFO - Epoch(train) [70][3120/3757] lr: 6.792e-03 eta: 1 day, 6:14:18 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 5.4779 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5642 loss: 2.5642 2022/06/26 07:29:21 - mmengine - INFO - Epoch(train) [70][3140/3757] lr: 6.792e-03 eta: 1 day, 6:14:12 time: 0.261 data_time: 0.009 memory: 5036 grad_norm: 6.7800 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.4330 loss: 2.4330 2022/06/26 07:29:27 - mmengine - INFO - Epoch(train) [70][3160/3757] lr: 6.792e-03 eta: 1 day, 6:14:07 time: 0.270 data_time: 0.011 memory: 5036 grad_norm: 6.2772 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6393 loss: 2.6393 2022/06/26 07:29:32 - mmengine - INFO - Epoch(train) [70][3180/3757] lr: 6.792e-03 eta: 1 day, 6:14:02 time: 0.278 data_time: 0.003 memory: 5036 grad_norm: 6.8231 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6004 loss: 2.6004 2022/06/26 07:29:37 - mmengine - INFO - Epoch(train) [70][3200/3757] lr: 6.792e-03 eta: 1 day, 6:13:57 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 5.8356 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5525 loss: 2.5525 2022/06/26 07:29:43 - mmengine - INFO - Epoch(train) [70][3220/3757] lr: 6.792e-03 eta: 1 day, 6:13:52 time: 0.253 data_time: 0.014 memory: 5036 grad_norm: 6.3912 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6297 loss: 2.6297 2022/06/26 07:29:48 - mmengine - INFO - Epoch(train) [70][3240/3757] lr: 6.792e-03 eta: 1 day, 6:13:46 time: 0.255 data_time: 0.012 memory: 5036 grad_norm: 7.2832 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0644 loss: 3.0644 2022/06/26 07:29:53 - mmengine - INFO - Epoch(train) [70][3260/3757] lr: 6.792e-03 eta: 1 day, 6:13:41 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 6.9451 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5533 loss: 2.5533 2022/06/26 07:29:58 - mmengine - INFO - Epoch(train) [70][3280/3757] lr: 6.792e-03 eta: 1 day, 6:13:36 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 5.1200 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.7992 loss: 2.7992 2022/06/26 07:30:04 - mmengine - INFO - Epoch(train) [70][3300/3757] lr: 6.792e-03 eta: 1 day, 6:13:30 time: 0.247 data_time: 0.006 memory: 5036 grad_norm: 6.6330 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.1553 loss: 2.1553 2022/06/26 07:30:09 - mmengine - INFO - Epoch(train) [70][3320/3757] lr: 6.792e-03 eta: 1 day, 6:13:25 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 6.3010 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.6104 loss: 2.6104 2022/06/26 07:30:14 - mmengine - INFO - Epoch(train) [70][3340/3757] lr: 6.792e-03 eta: 1 day, 6:13:20 time: 0.267 data_time: 0.005 memory: 5036 grad_norm: 6.8412 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.4799 loss: 2.4799 2022/06/26 07:30:20 - mmengine - INFO - Epoch(train) [70][3360/3757] lr: 6.792e-03 eta: 1 day, 6:13:15 time: 0.248 data_time: 0.008 memory: 5036 grad_norm: 6.5436 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.7594 loss: 2.7594 2022/06/26 07:30:25 - mmengine - INFO - Epoch(train) [70][3380/3757] lr: 6.792e-03 eta: 1 day, 6:13:09 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 6.3623 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.0308 loss: 3.0308 2022/06/26 07:30:30 - mmengine - INFO - Epoch(train) [70][3400/3757] lr: 6.792e-03 eta: 1 day, 6:13:04 time: 0.266 data_time: 0.003 memory: 5036 grad_norm: 5.9967 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7381 loss: 2.7381 2022/06/26 07:30:35 - mmengine - INFO - Epoch(train) [70][3420/3757] lr: 6.792e-03 eta: 1 day, 6:12:59 time: 0.251 data_time: 0.008 memory: 5036 grad_norm: 6.4144 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7763 loss: 2.7763 2022/06/26 07:30:40 - mmengine - INFO - Epoch(train) [70][3440/3757] lr: 6.792e-03 eta: 1 day, 6:12:53 time: 0.256 data_time: 0.008 memory: 5036 grad_norm: 6.6745 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8116 loss: 2.8116 2022/06/26 07:30:46 - mmengine - INFO - Epoch(train) [70][3460/3757] lr: 6.792e-03 eta: 1 day, 6:12:49 time: 0.254 data_time: 0.010 memory: 5036 grad_norm: 7.4767 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8573 loss: 2.8573 2022/06/26 07:30:51 - mmengine - INFO - Epoch(train) [70][3480/3757] lr: 6.792e-03 eta: 1 day, 6:12:43 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.6920 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.5194 loss: 2.5194 2022/06/26 07:30:57 - mmengine - INFO - Epoch(train) [70][3500/3757] lr: 6.792e-03 eta: 1 day, 6:12:38 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 6.1160 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4154 loss: 2.4154 2022/06/26 07:31:02 - mmengine - INFO - Epoch(train) [70][3520/3757] lr: 6.792e-03 eta: 1 day, 6:12:33 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 7.0579 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4730 loss: 2.4730 2022/06/26 07:31:07 - mmengine - INFO - Epoch(train) [70][3540/3757] lr: 6.792e-03 eta: 1 day, 6:12:27 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 6.1337 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6661 loss: 2.6661 2022/06/26 07:31:12 - mmengine - INFO - Epoch(train) [70][3560/3757] lr: 6.792e-03 eta: 1 day, 6:12:22 time: 0.248 data_time: 0.008 memory: 5036 grad_norm: 6.9767 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8493 loss: 2.8493 2022/06/26 07:31:18 - mmengine - INFO - Epoch(train) [70][3580/3757] lr: 6.792e-03 eta: 1 day, 6:12:17 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 6.1243 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.5251 loss: 2.5251 2022/06/26 07:31:23 - mmengine - INFO - Epoch(train) [70][3600/3757] lr: 6.792e-03 eta: 1 day, 6:12:11 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 5.9100 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5807 loss: 2.5807 2022/06/26 07:31:28 - mmengine - INFO - Epoch(train) [70][3620/3757] lr: 6.792e-03 eta: 1 day, 6:12:06 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 6.1802 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.3258 loss: 2.3258 2022/06/26 07:31:33 - mmengine - INFO - Epoch(train) [70][3640/3757] lr: 6.792e-03 eta: 1 day, 6:12:01 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 6.7936 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9579 loss: 2.9579 2022/06/26 07:31:39 - mmengine - INFO - Epoch(train) [70][3660/3757] lr: 6.792e-03 eta: 1 day, 6:11:56 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 6.4946 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0117 loss: 3.0117 2022/06/26 07:31:44 - mmengine - INFO - Epoch(train) [70][3680/3757] lr: 6.792e-03 eta: 1 day, 6:11:50 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 6.4744 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.5432 loss: 2.5432 2022/06/26 07:31:50 - mmengine - INFO - Epoch(train) [70][3700/3757] lr: 6.792e-03 eta: 1 day, 6:11:46 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 6.8318 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.1996 loss: 2.1996 2022/06/26 07:31:55 - mmengine - INFO - Epoch(train) [70][3720/3757] lr: 6.792e-03 eta: 1 day, 6:11:40 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 6.7167 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.5808 loss: 2.5808 2022/06/26 07:32:00 - mmengine - INFO - Epoch(train) [70][3740/3757] lr: 6.792e-03 eta: 1 day, 6:11:35 time: 0.238 data_time: 0.002 memory: 5036 grad_norm: 6.3905 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.5516 loss: 2.5516 2022/06/26 07:32:04 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 07:32:04 - mmengine - INFO - Saving checkpoint at 70 epochs 2022/06/26 07:32:18 - mmengine - INFO - Epoch(val) [70][20/310] eta: 0:01:43 time: 0.107 data_time: 0.005 memory: 5036 2022/06/26 07:32:23 - mmengine - INFO - Epoch(val) [70][40/310] eta: 0:01:36 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 07:32:27 - mmengine - INFO - Epoch(val) [70][60/310] eta: 0:00:26 time: 0.109 data_time: 0.001 memory: 1723 2022/06/26 07:32:32 - mmengine - INFO - Epoch(val) [70][80/310] eta: 0:00:24 time: 0.103 data_time: 0.002 memory: 1723 2022/06/26 07:32:39 - mmengine - INFO - Epoch(val) [70][100/310] eta: 0:01:10 time: 0.106 data_time: 0.002 memory: 1723 2022/06/26 07:32:43 - mmengine - INFO - Epoch(val) [70][120/310] eta: 0:01:08 time: 0.347 data_time: 0.244 memory: 1723 2022/06/26 07:32:48 - mmengine - INFO - Epoch(val) [70][140/310] eta: 0:00:26 time: 0.105 data_time: 0.002 memory: 1723 2022/06/26 07:32:53 - mmengine - INFO - Epoch(val) [70][160/310] eta: 0:00:29 time: 0.104 data_time: 0.001 memory: 1723 2022/06/26 07:32:59 - mmengine - INFO - Epoch(val) [70][180/310] eta: 0:00:35 time: 0.106 data_time: 0.004 memory: 1723 2022/06/26 07:33:04 - mmengine - INFO - Epoch(val) [70][200/310] eta: 0:00:34 time: 0.447 data_time: 0.344 memory: 1723 2022/06/26 07:33:08 - mmengine - INFO - Epoch(val) [70][220/310] eta: 0:00:10 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 07:33:13 - mmengine - INFO - Epoch(val) [70][240/310] eta: 0:00:07 time: 0.108 data_time: 0.001 memory: 1723 2022/06/26 07:33:20 - mmengine - INFO - Epoch(val) [70][260/310] eta: 0:00:17 time: 0.107 data_time: 0.005 memory: 1723 2022/06/26 07:33:24 - mmengine - INFO - Epoch(val) [70][280/310] eta: 0:00:09 time: 0.118 data_time: 0.009 memory: 1723 2022/06/26 07:33:27 - mmengine - INFO - Epoch(val) [70][300/310] eta: 0:00:01 time: 0.102 data_time: 0.001 memory: 1723 2022/06/26 07:33:29 - mmengine - INFO - Epoch(val) [70][310/310] acc/top1: 0.4928 acc/top5: 0.7431 acc/mean1: 0.4926 2022/06/26 07:33:36 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 07:33:39 - mmengine - INFO - Epoch(train) [71][20/3757] lr: 6.710e-03 eta: 1 day, 6:11:29 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 6.0639 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0585 loss: 3.0585 2022/06/26 07:33:44 - mmengine - INFO - Epoch(train) [71][40/3757] lr: 6.710e-03 eta: 1 day, 6:11:24 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 8.0052 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4211 loss: 2.4211 2022/06/26 07:33:49 - mmengine - INFO - Epoch(train) [71][60/3757] lr: 6.710e-03 eta: 1 day, 6:11:19 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 6.7595 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6214 loss: 2.6214 2022/06/26 07:33:55 - mmengine - INFO - Epoch(train) [71][80/3757] lr: 6.710e-03 eta: 1 day, 6:11:14 time: 0.245 data_time: 0.003 memory: 5036 grad_norm: 6.7304 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.0544 loss: 2.0544 2022/06/26 07:34:00 - mmengine - INFO - Epoch(train) [71][100/3757] lr: 6.710e-03 eta: 1 day, 6:11:09 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 6.5773 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1683 loss: 2.1683 2022/06/26 07:34:05 - mmengine - INFO - Epoch(train) [71][120/3757] lr: 6.710e-03 eta: 1 day, 6:11:03 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 6.0703 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4663 loss: 2.4663 2022/06/26 07:34:11 - mmengine - INFO - Epoch(train) [71][140/3757] lr: 6.710e-03 eta: 1 day, 6:10:58 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 6.2131 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6915 loss: 2.6915 2022/06/26 07:34:16 - mmengine - INFO - Epoch(train) [71][160/3757] lr: 6.710e-03 eta: 1 day, 6:10:53 time: 0.267 data_time: 0.003 memory: 5036 grad_norm: 6.2186 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5663 loss: 2.5663 2022/06/26 07:34:21 - mmengine - INFO - Epoch(train) [71][180/3757] lr: 6.710e-03 eta: 1 day, 6:10:48 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 5.1408 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7058 loss: 2.7058 2022/06/26 07:34:26 - mmengine - INFO - Epoch(train) [71][200/3757] lr: 6.710e-03 eta: 1 day, 6:10:42 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 5.9712 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.4314 loss: 2.4314 2022/06/26 07:34:32 - mmengine - INFO - Epoch(train) [71][220/3757] lr: 6.710e-03 eta: 1 day, 6:10:37 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 5.9453 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5079 loss: 2.5079 2022/06/26 07:34:37 - mmengine - INFO - Epoch(train) [71][240/3757] lr: 6.710e-03 eta: 1 day, 6:10:32 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 6.4916 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.6223 loss: 2.6223 2022/06/26 07:34:42 - mmengine - INFO - Epoch(train) [71][260/3757] lr: 6.710e-03 eta: 1 day, 6:10:27 time: 0.258 data_time: 0.019 memory: 5036 grad_norm: 6.7485 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4517 loss: 2.4517 2022/06/26 07:34:47 - mmengine - INFO - Epoch(train) [71][280/3757] lr: 6.710e-03 eta: 1 day, 6:10:21 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 6.6459 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.2980 loss: 3.2980 2022/06/26 07:34:53 - mmengine - INFO - Epoch(train) [71][300/3757] lr: 6.710e-03 eta: 1 day, 6:10:16 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 6.2308 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3838 loss: 2.3838 2022/06/26 07:34:58 - mmengine - INFO - Epoch(train) [71][320/3757] lr: 6.710e-03 eta: 1 day, 6:10:11 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 5.8893 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.7946 loss: 2.7946 2022/06/26 07:35:03 - mmengine - INFO - Epoch(train) [71][340/3757] lr: 6.710e-03 eta: 1 day, 6:10:05 time: 0.269 data_time: 0.026 memory: 5036 grad_norm: 6.3114 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.5614 loss: 2.5614 2022/06/26 07:35:08 - mmengine - INFO - Epoch(train) [71][360/3757] lr: 6.710e-03 eta: 1 day, 6:10:00 time: 0.245 data_time: 0.003 memory: 5036 grad_norm: 6.2819 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3774 loss: 2.3774 2022/06/26 07:35:14 - mmengine - INFO - Epoch(train) [71][380/3757] lr: 6.710e-03 eta: 1 day, 6:09:54 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 6.8784 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.9066 loss: 2.9066 2022/06/26 07:35:19 - mmengine - INFO - Epoch(train) [71][400/3757] lr: 6.710e-03 eta: 1 day, 6:09:49 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 7.2182 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.6084 loss: 2.6084 2022/06/26 07:35:24 - mmengine - INFO - Epoch(train) [71][420/3757] lr: 6.710e-03 eta: 1 day, 6:09:44 time: 0.270 data_time: 0.029 memory: 5036 grad_norm: 6.7209 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.4560 loss: 2.4560 2022/06/26 07:35:29 - mmengine - INFO - Epoch(train) [71][440/3757] lr: 6.710e-03 eta: 1 day, 6:09:39 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.2134 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7833 loss: 2.7833 2022/06/26 07:35:35 - mmengine - INFO - Epoch(train) [71][460/3757] lr: 6.710e-03 eta: 1 day, 6:09:33 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 6.2192 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.5697 loss: 2.5697 2022/06/26 07:35:40 - mmengine - INFO - Epoch(train) [71][480/3757] lr: 6.710e-03 eta: 1 day, 6:09:28 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 6.1182 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5929 loss: 2.5929 2022/06/26 07:35:45 - mmengine - INFO - Epoch(train) [71][500/3757] lr: 6.710e-03 eta: 1 day, 6:09:23 time: 0.275 data_time: 0.014 memory: 5036 grad_norm: 6.1213 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5007 loss: 2.5007 2022/06/26 07:35:50 - mmengine - INFO - Epoch(train) [71][520/3757] lr: 6.710e-03 eta: 1 day, 6:09:18 time: 0.244 data_time: 0.004 memory: 5036 grad_norm: 6.6303 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5630 loss: 2.5630 2022/06/26 07:35:56 - mmengine - INFO - Epoch(train) [71][540/3757] lr: 6.710e-03 eta: 1 day, 6:09:12 time: 0.286 data_time: 0.003 memory: 5036 grad_norm: 6.9604 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7765 loss: 2.7765 2022/06/26 07:36:01 - mmengine - INFO - Epoch(train) [71][560/3757] lr: 6.710e-03 eta: 1 day, 6:09:07 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 6.8376 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 2.4302 loss: 2.4302 2022/06/26 07:36:06 - mmengine - INFO - Epoch(train) [71][580/3757] lr: 6.710e-03 eta: 1 day, 6:09:02 time: 0.262 data_time: 0.016 memory: 5036 grad_norm: 6.4069 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5904 loss: 2.5904 2022/06/26 07:36:11 - mmengine - INFO - Epoch(train) [71][600/3757] lr: 6.710e-03 eta: 1 day, 6:08:56 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 5.4808 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.6224 loss: 2.6224 2022/06/26 07:36:17 - mmengine - INFO - Epoch(train) [71][620/3757] lr: 6.710e-03 eta: 1 day, 6:08:51 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 6.1018 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5480 loss: 2.5480 2022/06/26 07:36:22 - mmengine - INFO - Epoch(train) [71][640/3757] lr: 6.710e-03 eta: 1 day, 6:08:46 time: 0.248 data_time: 0.005 memory: 5036 grad_norm: 6.5310 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.3256 loss: 2.3256 2022/06/26 07:36:27 - mmengine - INFO - Epoch(train) [71][660/3757] lr: 6.710e-03 eta: 1 day, 6:08:41 time: 0.259 data_time: 0.008 memory: 5036 grad_norm: 5.5586 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3460 loss: 2.3460 2022/06/26 07:36:32 - mmengine - INFO - Epoch(train) [71][680/3757] lr: 6.710e-03 eta: 1 day, 6:08:35 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 6.4150 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.3227 loss: 2.3227 2022/06/26 07:36:38 - mmengine - INFO - Epoch(train) [71][700/3757] lr: 6.710e-03 eta: 1 day, 6:08:31 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 6.2929 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6804 loss: 2.6804 2022/06/26 07:36:43 - mmengine - INFO - Epoch(train) [71][720/3757] lr: 6.710e-03 eta: 1 day, 6:08:25 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 5.7944 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1865 loss: 2.1865 2022/06/26 07:36:49 - mmengine - INFO - Epoch(train) [71][740/3757] lr: 6.710e-03 eta: 1 day, 6:08:20 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 7.1035 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2935 loss: 2.2935 2022/06/26 07:36:54 - mmengine - INFO - Epoch(train) [71][760/3757] lr: 6.710e-03 eta: 1 day, 6:08:15 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 6.5696 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5075 loss: 2.5075 2022/06/26 07:36:59 - mmengine - INFO - Epoch(train) [71][780/3757] lr: 6.710e-03 eta: 1 day, 6:08:10 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 5.8623 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.7075 loss: 2.7075 2022/06/26 07:37:04 - mmengine - INFO - Epoch(train) [71][800/3757] lr: 6.710e-03 eta: 1 day, 6:08:04 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 5.6531 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.2009 loss: 2.2009 2022/06/26 07:37:10 - mmengine - INFO - Epoch(train) [71][820/3757] lr: 6.710e-03 eta: 1 day, 6:07:59 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 7.3876 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7814 loss: 2.7814 2022/06/26 07:37:15 - mmengine - INFO - Epoch(train) [71][840/3757] lr: 6.710e-03 eta: 1 day, 6:07:53 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 5.7833 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2132 loss: 2.2132 2022/06/26 07:37:20 - mmengine - INFO - Epoch(train) [71][860/3757] lr: 6.710e-03 eta: 1 day, 6:07:48 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 5.6188 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4345 loss: 2.4345 2022/06/26 07:37:25 - mmengine - INFO - Epoch(train) [71][880/3757] lr: 6.710e-03 eta: 1 day, 6:07:43 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 6.6273 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.4858 loss: 2.4858 2022/06/26 07:37:31 - mmengine - INFO - Epoch(train) [71][900/3757] lr: 6.710e-03 eta: 1 day, 6:07:38 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 6.8533 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5930 loss: 2.5930 2022/06/26 07:37:36 - mmengine - INFO - Epoch(train) [71][920/3757] lr: 6.710e-03 eta: 1 day, 6:07:32 time: 0.259 data_time: 0.012 memory: 5036 grad_norm: 6.6097 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0024 loss: 3.0024 2022/06/26 07:37:41 - mmengine - INFO - Epoch(train) [71][940/3757] lr: 6.710e-03 eta: 1 day, 6:07:27 time: 0.260 data_time: 0.008 memory: 5036 grad_norm: 7.1225 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4274 loss: 2.4274 2022/06/26 07:37:46 - mmengine - INFO - Epoch(train) [71][960/3757] lr: 6.710e-03 eta: 1 day, 6:07:21 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 6.7327 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4598 loss: 2.4598 2022/06/26 07:37:51 - mmengine - INFO - Epoch(train) [71][980/3757] lr: 6.710e-03 eta: 1 day, 6:07:16 time: 0.247 data_time: 0.006 memory: 5036 grad_norm: 6.8863 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5499 loss: 2.5499 2022/06/26 07:37:56 - mmengine - INFO - Epoch(train) [71][1000/3757] lr: 6.710e-03 eta: 1 day, 6:07:11 time: 0.247 data_time: 0.009 memory: 5036 grad_norm: 5.8583 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.5263 loss: 2.5263 2022/06/26 07:37:59 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 07:38:02 - mmengine - INFO - Epoch(train) [71][1020/3757] lr: 6.710e-03 eta: 1 day, 6:07:05 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 5.7329 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.2676 loss: 2.2676 2022/06/26 07:38:07 - mmengine - INFO - Epoch(train) [71][1040/3757] lr: 6.710e-03 eta: 1 day, 6:07:00 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 7.1863 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7181 loss: 2.7181 2022/06/26 07:38:12 - mmengine - INFO - Epoch(train) [71][1060/3757] lr: 6.710e-03 eta: 1 day, 6:06:54 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 6.1075 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6465 loss: 2.6465 2022/06/26 07:38:17 - mmengine - INFO - Epoch(train) [71][1080/3757] lr: 6.710e-03 eta: 1 day, 6:06:49 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 6.1138 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5441 loss: 2.5441 2022/06/26 07:38:23 - mmengine - INFO - Epoch(train) [71][1100/3757] lr: 6.710e-03 eta: 1 day, 6:06:44 time: 0.265 data_time: 0.010 memory: 5036 grad_norm: 7.8952 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5485 loss: 2.5485 2022/06/26 07:38:28 - mmengine - INFO - Epoch(train) [71][1120/3757] lr: 6.710e-03 eta: 1 day, 6:06:38 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 6.7529 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.4808 loss: 2.4808 2022/06/26 07:38:33 - mmengine - INFO - Epoch(train) [71][1140/3757] lr: 6.710e-03 eta: 1 day, 6:06:33 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 5.1529 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.0999 loss: 2.0999 2022/06/26 07:38:38 - mmengine - INFO - Epoch(train) [71][1160/3757] lr: 6.710e-03 eta: 1 day, 6:06:28 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 7.0182 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.3405 loss: 2.3405 2022/06/26 07:38:43 - mmengine - INFO - Epoch(train) [71][1180/3757] lr: 6.710e-03 eta: 1 day, 6:06:22 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 5.8987 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.5696 loss: 2.5696 2022/06/26 07:38:49 - mmengine - INFO - Epoch(train) [71][1200/3757] lr: 6.710e-03 eta: 1 day, 6:06:17 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 6.5130 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8188 loss: 2.8188 2022/06/26 07:38:54 - mmengine - INFO - Epoch(train) [71][1220/3757] lr: 6.710e-03 eta: 1 day, 6:06:12 time: 0.271 data_time: 0.006 memory: 5036 grad_norm: 6.4693 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.7380 loss: 2.7380 2022/06/26 07:38:59 - mmengine - INFO - Epoch(train) [71][1240/3757] lr: 6.710e-03 eta: 1 day, 6:06:06 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 7.5903 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.6232 loss: 2.6232 2022/06/26 07:39:04 - mmengine - INFO - Epoch(train) [71][1260/3757] lr: 6.710e-03 eta: 1 day, 6:06:01 time: 0.250 data_time: 0.008 memory: 5036 grad_norm: 5.9247 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.8118 loss: 2.8118 2022/06/26 07:39:09 - mmengine - INFO - Epoch(train) [71][1280/3757] lr: 6.710e-03 eta: 1 day, 6:05:55 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 6.1415 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8776 loss: 2.8776 2022/06/26 07:39:15 - mmengine - INFO - Epoch(train) [71][1300/3757] lr: 6.710e-03 eta: 1 day, 6:05:50 time: 0.255 data_time: 0.004 memory: 5036 grad_norm: 5.9198 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7619 loss: 2.7619 2022/06/26 07:39:20 - mmengine - INFO - Epoch(train) [71][1320/3757] lr: 6.710e-03 eta: 1 day, 6:05:45 time: 0.281 data_time: 0.003 memory: 5036 grad_norm: 6.5958 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.4525 loss: 2.4525 2022/06/26 07:39:25 - mmengine - INFO - Epoch(train) [71][1340/3757] lr: 6.710e-03 eta: 1 day, 6:05:40 time: 0.245 data_time: 0.006 memory: 5036 grad_norm: 5.8837 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.5236 loss: 2.5236 2022/06/26 07:39:31 - mmengine - INFO - Epoch(train) [71][1360/3757] lr: 6.710e-03 eta: 1 day, 6:05:35 time: 0.271 data_time: 0.003 memory: 5036 grad_norm: 6.1395 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.5564 loss: 2.5564 2022/06/26 07:39:36 - mmengine - INFO - Epoch(train) [71][1380/3757] lr: 6.710e-03 eta: 1 day, 6:05:29 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 5.4843 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4563 loss: 2.4563 2022/06/26 07:39:41 - mmengine - INFO - Epoch(train) [71][1400/3757] lr: 6.710e-03 eta: 1 day, 6:05:24 time: 0.258 data_time: 0.013 memory: 5036 grad_norm: 7.2396 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.4594 loss: 2.4594 2022/06/26 07:39:47 - mmengine - INFO - Epoch(train) [71][1420/3757] lr: 6.710e-03 eta: 1 day, 6:05:19 time: 0.248 data_time: 0.008 memory: 5036 grad_norm: 6.2877 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.4985 loss: 2.4985 2022/06/26 07:39:52 - mmengine - INFO - Epoch(train) [71][1440/3757] lr: 6.710e-03 eta: 1 day, 6:05:14 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 6.0833 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2895 loss: 2.2895 2022/06/26 07:39:57 - mmengine - INFO - Epoch(train) [71][1460/3757] lr: 6.710e-03 eta: 1 day, 6:05:09 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 5.9403 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.7695 loss: 2.7695 2022/06/26 07:40:02 - mmengine - INFO - Epoch(train) [71][1480/3757] lr: 6.710e-03 eta: 1 day, 6:05:03 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 6.4963 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5852 loss: 2.5852 2022/06/26 07:40:08 - mmengine - INFO - Epoch(train) [71][1500/3757] lr: 6.710e-03 eta: 1 day, 6:04:58 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 6.0163 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9249 loss: 2.9249 2022/06/26 07:40:13 - mmengine - INFO - Epoch(train) [71][1520/3757] lr: 6.710e-03 eta: 1 day, 6:04:52 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 5.2398 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.8938 loss: 2.8938 2022/06/26 07:40:18 - mmengine - INFO - Epoch(train) [71][1540/3757] lr: 6.710e-03 eta: 1 day, 6:04:47 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 7.6820 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 2.6946 loss: 2.6946 2022/06/26 07:40:23 - mmengine - INFO - Epoch(train) [71][1560/3757] lr: 6.710e-03 eta: 1 day, 6:04:41 time: 0.262 data_time: 0.008 memory: 5036 grad_norm: 7.2179 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.7482 loss: 2.7482 2022/06/26 07:40:28 - mmengine - INFO - Epoch(train) [71][1580/3757] lr: 6.710e-03 eta: 1 day, 6:04:36 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 5.8763 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5854 loss: 2.5854 2022/06/26 07:40:33 - mmengine - INFO - Epoch(train) [71][1600/3757] lr: 6.710e-03 eta: 1 day, 6:04:31 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 6.2222 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.2327 loss: 2.2327 2022/06/26 07:40:39 - mmengine - INFO - Epoch(train) [71][1620/3757] lr: 6.710e-03 eta: 1 day, 6:04:25 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 7.3460 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5205 loss: 2.5205 2022/06/26 07:40:44 - mmengine - INFO - Epoch(train) [71][1640/3757] lr: 6.710e-03 eta: 1 day, 6:04:20 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 6.7518 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.5787 loss: 2.5787 2022/06/26 07:40:49 - mmengine - INFO - Epoch(train) [71][1660/3757] lr: 6.710e-03 eta: 1 day, 6:04:15 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 6.9714 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.4491 loss: 2.4491 2022/06/26 07:40:55 - mmengine - INFO - Epoch(train) [71][1680/3757] lr: 6.710e-03 eta: 1 day, 6:04:10 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 6.3639 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0129 loss: 3.0129 2022/06/26 07:41:00 - mmengine - INFO - Epoch(train) [71][1700/3757] lr: 6.710e-03 eta: 1 day, 6:04:04 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 6.1832 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3060 loss: 2.3060 2022/06/26 07:41:05 - mmengine - INFO - Epoch(train) [71][1720/3757] lr: 6.710e-03 eta: 1 day, 6:03:59 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 7.1247 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2881 loss: 2.2881 2022/06/26 07:41:10 - mmengine - INFO - Epoch(train) [71][1740/3757] lr: 6.710e-03 eta: 1 day, 6:03:54 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 6.9681 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6934 loss: 2.6934 2022/06/26 07:41:15 - mmengine - INFO - Epoch(train) [71][1760/3757] lr: 6.710e-03 eta: 1 day, 6:03:48 time: 0.263 data_time: 0.005 memory: 5036 grad_norm: 6.5877 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6193 loss: 2.6193 2022/06/26 07:41:21 - mmengine - INFO - Epoch(train) [71][1780/3757] lr: 6.710e-03 eta: 1 day, 6:03:43 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 6.8361 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1629 loss: 2.1629 2022/06/26 07:41:26 - mmengine - INFO - Epoch(train) [71][1800/3757] lr: 6.710e-03 eta: 1 day, 6:03:37 time: 0.259 data_time: 0.012 memory: 5036 grad_norm: 5.9637 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8539 loss: 2.8539 2022/06/26 07:41:31 - mmengine - INFO - Epoch(train) [71][1820/3757] lr: 6.710e-03 eta: 1 day, 6:03:32 time: 0.249 data_time: 0.010 memory: 5036 grad_norm: 6.8208 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8556 loss: 2.8556 2022/06/26 07:41:36 - mmengine - INFO - Epoch(train) [71][1840/3757] lr: 6.710e-03 eta: 1 day, 6:03:27 time: 0.309 data_time: 0.008 memory: 5036 grad_norm: 6.3455 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.5424 loss: 2.5424 2022/06/26 07:41:42 - mmengine - INFO - Epoch(train) [71][1860/3757] lr: 6.710e-03 eta: 1 day, 6:03:22 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 6.2579 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7844 loss: 2.7844 2022/06/26 07:41:47 - mmengine - INFO - Epoch(train) [71][1880/3757] lr: 6.710e-03 eta: 1 day, 6:03:16 time: 0.255 data_time: 0.012 memory: 5036 grad_norm: 6.7124 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.7039 loss: 2.7039 2022/06/26 07:41:52 - mmengine - INFO - Epoch(train) [71][1900/3757] lr: 6.710e-03 eta: 1 day, 6:03:11 time: 0.263 data_time: 0.002 memory: 5036 grad_norm: 6.0409 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9259 loss: 2.9259 2022/06/26 07:41:58 - mmengine - INFO - Epoch(train) [71][1920/3757] lr: 6.710e-03 eta: 1 day, 6:03:06 time: 0.292 data_time: 0.003 memory: 5036 grad_norm: 7.3010 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2376 loss: 2.2376 2022/06/26 07:42:03 - mmengine - INFO - Epoch(train) [71][1940/3757] lr: 6.710e-03 eta: 1 day, 6:03:01 time: 0.258 data_time: 0.005 memory: 5036 grad_norm: 5.0261 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.7157 loss: 2.7157 2022/06/26 07:42:08 - mmengine - INFO - Epoch(train) [71][1960/3757] lr: 6.710e-03 eta: 1 day, 6:02:55 time: 0.256 data_time: 0.012 memory: 5036 grad_norm: 7.6163 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4109 loss: 2.4109 2022/06/26 07:42:13 - mmengine - INFO - Epoch(train) [71][1980/3757] lr: 6.710e-03 eta: 1 day, 6:02:50 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 6.9968 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9414 loss: 2.9414 2022/06/26 07:42:18 - mmengine - INFO - Epoch(train) [71][2000/3757] lr: 6.710e-03 eta: 1 day, 6:02:45 time: 0.264 data_time: 0.006 memory: 5036 grad_norm: 6.2107 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3146 loss: 2.3146 2022/06/26 07:42:21 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 07:42:24 - mmengine - INFO - Epoch(train) [71][2020/3757] lr: 6.710e-03 eta: 1 day, 6:02:39 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 5.6278 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6148 loss: 2.6148 2022/06/26 07:42:29 - mmengine - INFO - Epoch(train) [71][2040/3757] lr: 6.710e-03 eta: 1 day, 6:02:34 time: 0.253 data_time: 0.008 memory: 5036 grad_norm: 8.0476 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.4370 loss: 2.4370 2022/06/26 07:42:34 - mmengine - INFO - Epoch(train) [71][2060/3757] lr: 6.710e-03 eta: 1 day, 6:02:28 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 6.0753 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.4599 loss: 2.4599 2022/06/26 07:42:39 - mmengine - INFO - Epoch(train) [71][2080/3757] lr: 6.710e-03 eta: 1 day, 6:02:23 time: 0.271 data_time: 0.009 memory: 5036 grad_norm: 6.4793 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.7538 loss: 2.7538 2022/06/26 07:42:44 - mmengine - INFO - Epoch(train) [71][2100/3757] lr: 6.710e-03 eta: 1 day, 6:02:18 time: 0.248 data_time: 0.007 memory: 5036 grad_norm: 6.0111 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.6993 loss: 2.6993 2022/06/26 07:42:50 - mmengine - INFO - Epoch(train) [71][2120/3757] lr: 6.710e-03 eta: 1 day, 6:02:13 time: 0.253 data_time: 0.008 memory: 5036 grad_norm: 5.7305 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6310 loss: 2.6310 2022/06/26 07:42:55 - mmengine - INFO - Epoch(train) [71][2140/3757] lr: 6.710e-03 eta: 1 day, 6:02:07 time: 0.263 data_time: 0.007 memory: 5036 grad_norm: 7.3740 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.1419 loss: 2.1419 2022/06/26 07:43:00 - mmengine - INFO - Epoch(train) [71][2160/3757] lr: 6.710e-03 eta: 1 day, 6:02:02 time: 0.271 data_time: 0.009 memory: 5036 grad_norm: 6.6233 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.5685 loss: 2.5685 2022/06/26 07:43:05 - mmengine - INFO - Epoch(train) [71][2180/3757] lr: 6.710e-03 eta: 1 day, 6:01:57 time: 0.251 data_time: 0.005 memory: 5036 grad_norm: 7.0636 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.1601 loss: 2.1601 2022/06/26 07:43:11 - mmengine - INFO - Epoch(train) [71][2200/3757] lr: 6.710e-03 eta: 1 day, 6:01:51 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 6.5543 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.2768 loss: 2.2768 2022/06/26 07:43:16 - mmengine - INFO - Epoch(train) [71][2220/3757] lr: 6.710e-03 eta: 1 day, 6:01:46 time: 0.264 data_time: 0.006 memory: 5036 grad_norm: 6.5995 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6133 loss: 2.6133 2022/06/26 07:43:21 - mmengine - INFO - Epoch(train) [71][2240/3757] lr: 6.710e-03 eta: 1 day, 6:01:41 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 5.7941 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2257 loss: 2.2257 2022/06/26 07:43:27 - mmengine - INFO - Epoch(train) [71][2260/3757] lr: 6.710e-03 eta: 1 day, 6:01:36 time: 0.322 data_time: 0.003 memory: 5036 grad_norm: 7.8247 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0783 loss: 3.0783 2022/06/26 07:43:32 - mmengine - INFO - Epoch(train) [71][2280/3757] lr: 6.710e-03 eta: 1 day, 6:01:30 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 6.9810 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5139 loss: 2.5139 2022/06/26 07:43:37 - mmengine - INFO - Epoch(train) [71][2300/3757] lr: 6.710e-03 eta: 1 day, 6:01:25 time: 0.279 data_time: 0.006 memory: 5036 grad_norm: 7.0340 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8827 loss: 2.8827 2022/06/26 07:43:42 - mmengine - INFO - Epoch(train) [71][2320/3757] lr: 6.710e-03 eta: 1 day, 6:01:20 time: 0.278 data_time: 0.003 memory: 5036 grad_norm: 6.4054 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6214 loss: 2.6214 2022/06/26 07:43:48 - mmengine - INFO - Epoch(train) [71][2340/3757] lr: 6.710e-03 eta: 1 day, 6:01:14 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 5.9603 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7255 loss: 2.7255 2022/06/26 07:43:53 - mmengine - INFO - Epoch(train) [71][2360/3757] lr: 6.710e-03 eta: 1 day, 6:01:09 time: 0.260 data_time: 0.015 memory: 5036 grad_norm: 6.4654 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0236 loss: 2.0236 2022/06/26 07:43:58 - mmengine - INFO - Epoch(train) [71][2380/3757] lr: 6.710e-03 eta: 1 day, 6:01:04 time: 0.275 data_time: 0.008 memory: 5036 grad_norm: 6.3786 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.4086 loss: 2.4086 2022/06/26 07:44:03 - mmengine - INFO - Epoch(train) [71][2400/3757] lr: 6.710e-03 eta: 1 day, 6:00:58 time: 0.272 data_time: 0.003 memory: 5036 grad_norm: 4.9974 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.7530 loss: 2.7530 2022/06/26 07:44:09 - mmengine - INFO - Epoch(train) [71][2420/3757] lr: 6.710e-03 eta: 1 day, 6:00:53 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 6.5064 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4244 loss: 2.4244 2022/06/26 07:44:14 - mmengine - INFO - Epoch(train) [71][2440/3757] lr: 6.710e-03 eta: 1 day, 6:00:48 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 5.6056 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.7613 loss: 2.7613 2022/06/26 07:44:19 - mmengine - INFO - Epoch(train) [71][2460/3757] lr: 6.710e-03 eta: 1 day, 6:00:42 time: 0.254 data_time: 0.008 memory: 5036 grad_norm: 6.3269 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6506 loss: 2.6506 2022/06/26 07:44:24 - mmengine - INFO - Epoch(train) [71][2480/3757] lr: 6.710e-03 eta: 1 day, 6:00:37 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 6.8874 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.4619 loss: 2.4619 2022/06/26 07:44:29 - mmengine - INFO - Epoch(train) [71][2500/3757] lr: 6.710e-03 eta: 1 day, 6:00:32 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 7.0079 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 2.9888 loss: 2.9888 2022/06/26 07:44:35 - mmengine - INFO - Epoch(train) [71][2520/3757] lr: 6.710e-03 eta: 1 day, 6:00:26 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.5705 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4168 loss: 2.4168 2022/06/26 07:44:40 - mmengine - INFO - Epoch(train) [71][2540/3757] lr: 6.710e-03 eta: 1 day, 6:00:21 time: 0.260 data_time: 0.004 memory: 5036 grad_norm: 6.0866 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6401 loss: 2.6401 2022/06/26 07:44:45 - mmengine - INFO - Epoch(train) [71][2560/3757] lr: 6.710e-03 eta: 1 day, 6:00:16 time: 0.266 data_time: 0.003 memory: 5036 grad_norm: 6.1531 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2261 loss: 2.2261 2022/06/26 07:44:51 - mmengine - INFO - Epoch(train) [71][2580/3757] lr: 6.710e-03 eta: 1 day, 6:00:11 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 7.0577 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4323 loss: 2.4323 2022/06/26 07:44:56 - mmengine - INFO - Epoch(train) [71][2600/3757] lr: 6.710e-03 eta: 1 day, 6:00:05 time: 0.262 data_time: 0.017 memory: 5036 grad_norm: 6.5964 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9007 loss: 2.9007 2022/06/26 07:45:01 - mmengine - INFO - Epoch(train) [71][2620/3757] lr: 6.710e-03 eta: 1 day, 6:00:00 time: 0.245 data_time: 0.006 memory: 5036 grad_norm: 6.3392 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.4997 loss: 2.4997 2022/06/26 07:45:06 - mmengine - INFO - Epoch(train) [71][2640/3757] lr: 6.710e-03 eta: 1 day, 5:59:55 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 7.5102 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5931 loss: 2.5931 2022/06/26 07:45:11 - mmengine - INFO - Epoch(train) [71][2660/3757] lr: 6.710e-03 eta: 1 day, 5:59:49 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 6.9039 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8129 loss: 2.8129 2022/06/26 07:45:16 - mmengine - INFO - Epoch(train) [71][2680/3757] lr: 6.710e-03 eta: 1 day, 5:59:44 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 7.2090 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9348 loss: 1.9348 2022/06/26 07:45:22 - mmengine - INFO - Epoch(train) [71][2700/3757] lr: 6.710e-03 eta: 1 day, 5:59:39 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 6.8106 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.9909 loss: 2.9909 2022/06/26 07:45:27 - mmengine - INFO - Epoch(train) [71][2720/3757] lr: 6.710e-03 eta: 1 day, 5:59:33 time: 0.275 data_time: 0.023 memory: 5036 grad_norm: 8.0795 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.5789 loss: 2.5789 2022/06/26 07:45:32 - mmengine - INFO - Epoch(train) [71][2740/3757] lr: 6.710e-03 eta: 1 day, 5:59:28 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 5.6567 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3599 loss: 2.3599 2022/06/26 07:45:37 - mmengine - INFO - Epoch(train) [71][2760/3757] lr: 6.710e-03 eta: 1 day, 5:59:23 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 7.2916 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6815 loss: 2.6815 2022/06/26 07:45:43 - mmengine - INFO - Epoch(train) [71][2780/3757] lr: 6.710e-03 eta: 1 day, 5:59:17 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 6.7613 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6978 loss: 2.6978 2022/06/26 07:45:48 - mmengine - INFO - Epoch(train) [71][2800/3757] lr: 6.710e-03 eta: 1 day, 5:59:12 time: 0.264 data_time: 0.006 memory: 5036 grad_norm: 6.5649 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.8558 loss: 2.8558 2022/06/26 07:45:53 - mmengine - INFO - Epoch(train) [71][2820/3757] lr: 6.710e-03 eta: 1 day, 5:59:06 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 6.7370 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4776 loss: 2.4776 2022/06/26 07:45:58 - mmengine - INFO - Epoch(train) [71][2840/3757] lr: 6.710e-03 eta: 1 day, 5:59:01 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 6.3490 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6893 loss: 2.6893 2022/06/26 07:46:04 - mmengine - INFO - Epoch(train) [71][2860/3757] lr: 6.710e-03 eta: 1 day, 5:58:56 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 6.2228 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5914 loss: 2.5914 2022/06/26 07:46:09 - mmengine - INFO - Epoch(train) [71][2880/3757] lr: 6.710e-03 eta: 1 day, 5:58:51 time: 0.253 data_time: 0.012 memory: 5036 grad_norm: 5.4444 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6753 loss: 2.6753 2022/06/26 07:46:14 - mmengine - INFO - Epoch(train) [71][2900/3757] lr: 6.710e-03 eta: 1 day, 5:58:45 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 5.5442 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.4220 loss: 2.4220 2022/06/26 07:46:19 - mmengine - INFO - Epoch(train) [71][2920/3757] lr: 6.710e-03 eta: 1 day, 5:58:40 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 7.1174 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7427 loss: 2.7427 2022/06/26 07:46:25 - mmengine - INFO - Epoch(train) [71][2940/3757] lr: 6.710e-03 eta: 1 day, 5:58:35 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 6.9369 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.4114 loss: 2.4114 2022/06/26 07:46:30 - mmengine - INFO - Epoch(train) [71][2960/3757] lr: 6.710e-03 eta: 1 day, 5:58:30 time: 0.249 data_time: 0.012 memory: 5036 grad_norm: 6.2070 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6577 loss: 2.6577 2022/06/26 07:46:35 - mmengine - INFO - Epoch(train) [71][2980/3757] lr: 6.710e-03 eta: 1 day, 5:58:24 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 7.1468 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3741 loss: 2.3741 2022/06/26 07:46:41 - mmengine - INFO - Epoch(train) [71][3000/3757] lr: 6.710e-03 eta: 1 day, 5:58:19 time: 0.264 data_time: 0.009 memory: 5036 grad_norm: 5.8606 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3408 loss: 2.3408 2022/06/26 07:46:43 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 07:46:46 - mmengine - INFO - Epoch(train) [71][3020/3757] lr: 6.710e-03 eta: 1 day, 5:58:14 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 6.3918 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.6793 loss: 2.6793 2022/06/26 07:46:51 - mmengine - INFO - Epoch(train) [71][3040/3757] lr: 6.710e-03 eta: 1 day, 5:58:09 time: 0.247 data_time: 0.006 memory: 5036 grad_norm: 6.5747 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6564 loss: 2.6564 2022/06/26 07:46:56 - mmengine - INFO - Epoch(train) [71][3060/3757] lr: 6.710e-03 eta: 1 day, 5:58:03 time: 0.253 data_time: 0.008 memory: 5036 grad_norm: 6.8934 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4638 loss: 2.4638 2022/06/26 07:47:02 - mmengine - INFO - Epoch(train) [71][3080/3757] lr: 6.710e-03 eta: 1 day, 5:57:58 time: 0.261 data_time: 0.011 memory: 5036 grad_norm: 7.4215 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.6734 loss: 2.6734 2022/06/26 07:47:07 - mmengine - INFO - Epoch(train) [71][3100/3757] lr: 6.710e-03 eta: 1 day, 5:57:53 time: 0.483 data_time: 0.003 memory: 5036 grad_norm: 6.4231 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4388 loss: 2.4388 2022/06/26 07:47:12 - mmengine - INFO - Epoch(train) [71][3120/3757] lr: 6.710e-03 eta: 1 day, 5:57:48 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 6.9767 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6859 loss: 2.6859 2022/06/26 07:47:18 - mmengine - INFO - Epoch(train) [71][3140/3757] lr: 6.710e-03 eta: 1 day, 5:57:43 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 6.5096 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.8510 loss: 2.8510 2022/06/26 07:47:23 - mmengine - INFO - Epoch(train) [71][3160/3757] lr: 6.710e-03 eta: 1 day, 5:57:37 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 5.4119 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.4253 loss: 2.4253 2022/06/26 07:47:28 - mmengine - INFO - Epoch(train) [71][3180/3757] lr: 6.710e-03 eta: 1 day, 5:57:32 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 6.1515 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.4824 loss: 2.4824 2022/06/26 07:47:33 - mmengine - INFO - Epoch(train) [71][3200/3757] lr: 6.710e-03 eta: 1 day, 5:57:27 time: 0.252 data_time: 0.010 memory: 5036 grad_norm: 6.7566 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5498 loss: 2.5498 2022/06/26 07:47:39 - mmengine - INFO - Epoch(train) [71][3220/3757] lr: 6.710e-03 eta: 1 day, 5:57:21 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 6.2728 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.7788 loss: 2.7788 2022/06/26 07:47:44 - mmengine - INFO - Epoch(train) [71][3240/3757] lr: 6.710e-03 eta: 1 day, 5:57:16 time: 0.251 data_time: 0.008 memory: 5036 grad_norm: 6.6214 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9831 loss: 2.9831 2022/06/26 07:47:49 - mmengine - INFO - Epoch(train) [71][3260/3757] lr: 6.710e-03 eta: 1 day, 5:57:11 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 6.7217 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.7192 loss: 2.7192 2022/06/26 07:47:54 - mmengine - INFO - Epoch(train) [71][3280/3757] lr: 6.710e-03 eta: 1 day, 5:57:05 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 6.4009 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.8822 loss: 2.8822 2022/06/26 07:47:59 - mmengine - INFO - Epoch(train) [71][3300/3757] lr: 6.710e-03 eta: 1 day, 5:57:00 time: 0.263 data_time: 0.008 memory: 5036 grad_norm: 7.2971 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5652 loss: 2.5652 2022/06/26 07:48:05 - mmengine - INFO - Epoch(train) [71][3320/3757] lr: 6.710e-03 eta: 1 day, 5:56:54 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.6008 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2364 loss: 2.2364 2022/06/26 07:48:10 - mmengine - INFO - Epoch(train) [71][3340/3757] lr: 6.710e-03 eta: 1 day, 5:56:49 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 7.2541 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1243 loss: 2.1243 2022/06/26 07:48:15 - mmengine - INFO - Epoch(train) [71][3360/3757] lr: 6.710e-03 eta: 1 day, 5:56:44 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.5293 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1942 loss: 2.1942 2022/06/26 07:48:20 - mmengine - INFO - Epoch(train) [71][3380/3757] lr: 6.710e-03 eta: 1 day, 5:56:39 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 6.1006 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.6398 loss: 2.6398 2022/06/26 07:48:25 - mmengine - INFO - Epoch(train) [71][3400/3757] lr: 6.710e-03 eta: 1 day, 5:56:33 time: 0.262 data_time: 0.008 memory: 5036 grad_norm: 6.4719 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.5770 loss: 2.5770 2022/06/26 07:48:31 - mmengine - INFO - Epoch(train) [71][3420/3757] lr: 6.710e-03 eta: 1 day, 5:56:28 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 6.4392 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7210 loss: 2.7210 2022/06/26 07:48:36 - mmengine - INFO - Epoch(train) [71][3440/3757] lr: 6.710e-03 eta: 1 day, 5:56:22 time: 0.254 data_time: 0.008 memory: 5036 grad_norm: 7.4787 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5830 loss: 2.5830 2022/06/26 07:48:41 - mmengine - INFO - Epoch(train) [71][3460/3757] lr: 6.710e-03 eta: 1 day, 5:56:18 time: 0.253 data_time: 0.010 memory: 5036 grad_norm: 5.6524 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.2840 loss: 2.2840 2022/06/26 07:48:47 - mmengine - INFO - Epoch(train) [71][3480/3757] lr: 6.710e-03 eta: 1 day, 5:56:12 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 7.1977 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5707 loss: 2.5707 2022/06/26 07:48:52 - mmengine - INFO - Epoch(train) [71][3500/3757] lr: 6.710e-03 eta: 1 day, 5:56:07 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 7.2116 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3544 loss: 2.3544 2022/06/26 07:48:57 - mmengine - INFO - Epoch(train) [71][3520/3757] lr: 6.710e-03 eta: 1 day, 5:56:01 time: 0.279 data_time: 0.003 memory: 5036 grad_norm: 6.6311 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.6915 loss: 2.6915 2022/06/26 07:49:02 - mmengine - INFO - Epoch(train) [71][3540/3757] lr: 6.710e-03 eta: 1 day, 5:55:56 time: 0.254 data_time: 0.010 memory: 5036 grad_norm: 6.7795 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7457 loss: 2.7457 2022/06/26 07:49:08 - mmengine - INFO - Epoch(train) [71][3560/3757] lr: 6.710e-03 eta: 1 day, 5:55:51 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 6.2448 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.4649 loss: 2.4649 2022/06/26 07:49:13 - mmengine - INFO - Epoch(train) [71][3580/3757] lr: 6.710e-03 eta: 1 day, 5:55:46 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 6.9809 top1_acc: 0.0000 top5_acc: 0.8750 loss_cls: 2.2240 loss: 2.2240 2022/06/26 07:49:18 - mmengine - INFO - Epoch(train) [71][3600/3757] lr: 6.710e-03 eta: 1 day, 5:55:41 time: 0.261 data_time: 0.013 memory: 5036 grad_norm: 5.7632 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5959 loss: 2.5959 2022/06/26 07:49:24 - mmengine - INFO - Epoch(train) [71][3620/3757] lr: 6.710e-03 eta: 1 day, 5:55:35 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 6.1079 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5472 loss: 2.5472 2022/06/26 07:49:29 - mmengine - INFO - Epoch(train) [71][3640/3757] lr: 6.710e-03 eta: 1 day, 5:55:30 time: 0.251 data_time: 0.007 memory: 5036 grad_norm: 6.2830 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4617 loss: 2.4617 2022/06/26 07:49:34 - mmengine - INFO - Epoch(train) [71][3660/3757] lr: 6.710e-03 eta: 1 day, 5:55:25 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 7.2124 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.2241 loss: 2.2241 2022/06/26 07:49:39 - mmengine - INFO - Epoch(train) [71][3680/3757] lr: 6.710e-03 eta: 1 day, 5:55:20 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 6.7929 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.7615 loss: 2.7615 2022/06/26 07:49:45 - mmengine - INFO - Epoch(train) [71][3700/3757] lr: 6.710e-03 eta: 1 day, 5:55:14 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 7.4188 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.4663 loss: 2.4663 2022/06/26 07:49:50 - mmengine - INFO - Epoch(train) [71][3720/3757] lr: 6.710e-03 eta: 1 day, 5:55:09 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 6.8783 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.4049 loss: 2.4049 2022/06/26 07:49:55 - mmengine - INFO - Epoch(train) [71][3740/3757] lr: 6.710e-03 eta: 1 day, 5:55:03 time: 0.236 data_time: 0.005 memory: 5036 grad_norm: 6.4252 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7787 loss: 2.7787 2022/06/26 07:49:59 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 07:49:59 - mmengine - INFO - Saving checkpoint at 71 epochs 2022/06/26 07:50:12 - mmengine - INFO - Epoch(val) [71][20/310] eta: 0:01:44 time: 0.103 data_time: 0.001 memory: 5036 2022/06/26 07:50:17 - mmengine - INFO - Epoch(val) [71][40/310] eta: 0:01:46 time: 0.105 data_time: 0.005 memory: 1723 2022/06/26 07:50:21 - mmengine - INFO - Epoch(val) [71][60/310] eta: 0:00:26 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 07:50:26 - mmengine - INFO - Epoch(val) [71][80/310] eta: 0:00:24 time: 0.108 data_time: 0.002 memory: 1723 2022/06/26 07:50:34 - mmengine - INFO - Epoch(val) [71][100/310] eta: 0:01:10 time: 0.106 data_time: 0.002 memory: 1723 2022/06/26 07:50:38 - mmengine - INFO - Epoch(val) [71][120/310] eta: 0:01:11 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 07:50:43 - mmengine - INFO - Epoch(val) [71][140/310] eta: 0:00:17 time: 0.108 data_time: 0.001 memory: 1723 2022/06/26 07:50:47 - mmengine - INFO - Epoch(val) [71][160/310] eta: 0:00:16 time: 0.109 data_time: 0.002 memory: 1723 2022/06/26 07:50:54 - mmengine - INFO - Epoch(val) [71][180/310] eta: 0:00:46 time: 0.108 data_time: 0.001 memory: 1723 2022/06/26 07:50:59 - mmengine - INFO - Epoch(val) [71][200/310] eta: 0:00:39 time: 0.109 data_time: 0.008 memory: 1723 2022/06/26 07:51:04 - mmengine - INFO - Epoch(val) [71][220/310] eta: 0:00:09 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 07:51:09 - mmengine - INFO - Epoch(val) [71][240/310] eta: 0:00:07 time: 0.108 data_time: 0.001 memory: 1723 2022/06/26 07:51:16 - mmengine - INFO - Epoch(val) [71][260/310] eta: 0:00:17 time: 0.102 data_time: 0.002 memory: 1723 2022/06/26 07:51:20 - mmengine - INFO - Epoch(val) [71][280/310] eta: 0:00:09 time: 0.109 data_time: 0.001 memory: 1723 2022/06/26 07:51:22 - mmengine - INFO - Epoch(val) [71][300/310] eta: 0:00:01 time: 0.107 data_time: 0.001 memory: 1723 2022/06/26 07:51:24 - mmengine - INFO - Epoch(val) [71][310/310] acc/top1: 0.4970 acc/top5: 0.7488 acc/mean1: 0.4969 2022/06/26 07:51:34 - mmengine - INFO - Epoch(train) [72][20/3757] lr: 6.628e-03 eta: 1 day, 5:54:57 time: 0.268 data_time: 0.003 memory: 5036 grad_norm: 6.1151 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5789 loss: 2.5789 2022/06/26 07:51:39 - mmengine - INFO - Epoch(train) [72][40/3757] lr: 6.628e-03 eta: 1 day, 5:54:52 time: 0.255 data_time: 0.012 memory: 5036 grad_norm: 6.4600 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6714 loss: 2.6714 2022/06/26 07:51:44 - mmengine - INFO - Epoch(train) [72][60/3757] lr: 6.628e-03 eta: 1 day, 5:54:47 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 5.8340 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4500 loss: 2.4500 2022/06/26 07:51:50 - mmengine - INFO - Epoch(train) [72][80/3757] lr: 6.628e-03 eta: 1 day, 5:54:42 time: 0.244 data_time: 0.004 memory: 5036 grad_norm: 7.0361 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.0996 loss: 3.0996 2022/06/26 07:51:55 - mmengine - INFO - Epoch(train) [72][100/3757] lr: 6.628e-03 eta: 1 day, 5:54:36 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 5.5884 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4159 loss: 2.4159 2022/06/26 07:52:00 - mmengine - INFO - Epoch(train) [72][120/3757] lr: 6.628e-03 eta: 1 day, 5:54:31 time: 0.254 data_time: 0.004 memory: 5036 grad_norm: 5.9740 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5630 loss: 2.5630 2022/06/26 07:52:05 - mmengine - INFO - Epoch(train) [72][140/3757] lr: 6.628e-03 eta: 1 day, 5:54:26 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 6.5998 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 2.7007 loss: 2.7007 2022/06/26 07:52:11 - mmengine - INFO - Epoch(train) [72][160/3757] lr: 6.628e-03 eta: 1 day, 5:54:20 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 6.6838 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3081 loss: 2.3081 2022/06/26 07:52:16 - mmengine - INFO - Epoch(train) [72][180/3757] lr: 6.628e-03 eta: 1 day, 5:54:15 time: 0.256 data_time: 0.004 memory: 5036 grad_norm: 6.6222 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.7480 loss: 2.7480 2022/06/26 07:52:22 - mmengine - INFO - Epoch(train) [72][200/3757] lr: 6.628e-03 eta: 1 day, 5:54:10 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 6.6496 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5646 loss: 2.5646 2022/06/26 07:52:27 - mmengine - INFO - Epoch(train) [72][220/3757] lr: 6.628e-03 eta: 1 day, 5:54:05 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 6.9470 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3923 loss: 2.3923 2022/06/26 07:52:32 - mmengine - INFO - Epoch(train) [72][240/3757] lr: 6.628e-03 eta: 1 day, 5:54:00 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.6022 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.3384 loss: 2.3384 2022/06/26 07:52:36 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 07:52:38 - mmengine - INFO - Epoch(train) [72][260/3757] lr: 6.628e-03 eta: 1 day, 5:53:55 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 5.8096 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6549 loss: 2.6549 2022/06/26 07:52:43 - mmengine - INFO - Epoch(train) [72][280/3757] lr: 6.628e-03 eta: 1 day, 5:53:50 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 7.5520 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7783 loss: 2.7783 2022/06/26 07:52:49 - mmengine - INFO - Epoch(train) [72][300/3757] lr: 6.628e-03 eta: 1 day, 5:53:45 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 6.3324 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2882 loss: 2.2882 2022/06/26 07:52:54 - mmengine - INFO - Epoch(train) [72][320/3757] lr: 6.628e-03 eta: 1 day, 5:53:39 time: 0.253 data_time: 0.004 memory: 5036 grad_norm: 7.3221 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.3965 loss: 2.3965 2022/06/26 07:52:59 - mmengine - INFO - Epoch(train) [72][340/3757] lr: 6.628e-03 eta: 1 day, 5:53:34 time: 0.271 data_time: 0.003 memory: 5036 grad_norm: 6.1917 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.8397 loss: 2.8397 2022/06/26 07:53:04 - mmengine - INFO - Epoch(train) [72][360/3757] lr: 6.628e-03 eta: 1 day, 5:53:29 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 5.7887 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.5394 loss: 2.5394 2022/06/26 07:53:10 - mmengine - INFO - Epoch(train) [72][380/3757] lr: 6.628e-03 eta: 1 day, 5:53:24 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 6.0887 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.3482 loss: 2.3482 2022/06/26 07:53:15 - mmengine - INFO - Epoch(train) [72][400/3757] lr: 6.628e-03 eta: 1 day, 5:53:19 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 5.7249 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.6293 loss: 2.6293 2022/06/26 07:53:20 - mmengine - INFO - Epoch(train) [72][420/3757] lr: 6.628e-03 eta: 1 day, 5:53:13 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 6.1797 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.5482 loss: 2.5482 2022/06/26 07:53:25 - mmengine - INFO - Epoch(train) [72][440/3757] lr: 6.628e-03 eta: 1 day, 5:53:08 time: 0.250 data_time: 0.004 memory: 5036 grad_norm: 5.3975 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.0385 loss: 2.0385 2022/06/26 07:53:31 - mmengine - INFO - Epoch(train) [72][460/3757] lr: 6.628e-03 eta: 1 day, 5:53:03 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 6.5456 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5875 loss: 2.5875 2022/06/26 07:53:36 - mmengine - INFO - Epoch(train) [72][480/3757] lr: 6.628e-03 eta: 1 day, 5:52:57 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 6.2109 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8813 loss: 2.8813 2022/06/26 07:53:41 - mmengine - INFO - Epoch(train) [72][500/3757] lr: 6.628e-03 eta: 1 day, 5:52:52 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 6.9075 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3763 loss: 2.3763 2022/06/26 07:53:47 - mmengine - INFO - Epoch(train) [72][520/3757] lr: 6.628e-03 eta: 1 day, 5:52:47 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 6.4581 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4011 loss: 2.4011 2022/06/26 07:53:52 - mmengine - INFO - Epoch(train) [72][540/3757] lr: 6.628e-03 eta: 1 day, 5:52:42 time: 0.259 data_time: 0.002 memory: 5036 grad_norm: 6.3562 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.7765 loss: 2.7765 2022/06/26 07:53:57 - mmengine - INFO - Epoch(train) [72][560/3757] lr: 6.628e-03 eta: 1 day, 5:52:36 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 5.7659 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9266 loss: 2.9266 2022/06/26 07:54:02 - mmengine - INFO - Epoch(train) [72][580/3757] lr: 6.628e-03 eta: 1 day, 5:52:31 time: 0.272 data_time: 0.007 memory: 5036 grad_norm: 6.5875 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6181 loss: 2.6181 2022/06/26 07:54:07 - mmengine - INFO - Epoch(train) [72][600/3757] lr: 6.628e-03 eta: 1 day, 5:52:26 time: 0.305 data_time: 0.006 memory: 5036 grad_norm: 6.0520 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7977 loss: 2.7977 2022/06/26 07:54:13 - mmengine - INFO - Epoch(train) [72][620/3757] lr: 6.628e-03 eta: 1 day, 5:52:21 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 6.8823 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.3123 loss: 2.3123 2022/06/26 07:54:18 - mmengine - INFO - Epoch(train) [72][640/3757] lr: 6.628e-03 eta: 1 day, 5:52:15 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.0959 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.6844 loss: 2.6844 2022/06/26 07:54:23 - mmengine - INFO - Epoch(train) [72][660/3757] lr: 6.628e-03 eta: 1 day, 5:52:10 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 6.1946 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.6914 loss: 2.6914 2022/06/26 07:54:28 - mmengine - INFO - Epoch(train) [72][680/3757] lr: 6.628e-03 eta: 1 day, 5:52:04 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 6.0534 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0175 loss: 3.0175 2022/06/26 07:54:34 - mmengine - INFO - Epoch(train) [72][700/3757] lr: 6.628e-03 eta: 1 day, 5:51:59 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 7.0118 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.6101 loss: 2.6101 2022/06/26 07:54:39 - mmengine - INFO - Epoch(train) [72][720/3757] lr: 6.628e-03 eta: 1 day, 5:51:53 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 6.4775 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4829 loss: 2.4829 2022/06/26 07:54:44 - mmengine - INFO - Epoch(train) [72][740/3757] lr: 6.628e-03 eta: 1 day, 5:51:48 time: 0.247 data_time: 0.006 memory: 5036 grad_norm: 5.7965 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4801 loss: 2.4801 2022/06/26 07:54:49 - mmengine - INFO - Epoch(train) [72][760/3757] lr: 6.628e-03 eta: 1 day, 5:51:43 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 5.1213 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.3834 loss: 2.3834 2022/06/26 07:54:54 - mmengine - INFO - Epoch(train) [72][780/3757] lr: 6.628e-03 eta: 1 day, 5:51:38 time: 0.257 data_time: 0.005 memory: 5036 grad_norm: 6.3504 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0134 loss: 3.0134 2022/06/26 07:55:00 - mmengine - INFO - Epoch(train) [72][800/3757] lr: 6.628e-03 eta: 1 day, 5:51:32 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 6.2445 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4888 loss: 2.4888 2022/06/26 07:55:05 - mmengine - INFO - Epoch(train) [72][820/3757] lr: 6.628e-03 eta: 1 day, 5:51:27 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.5213 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7353 loss: 2.7353 2022/06/26 07:55:10 - mmengine - INFO - Epoch(train) [72][840/3757] lr: 6.628e-03 eta: 1 day, 5:51:22 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 6.6334 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3363 loss: 2.3363 2022/06/26 07:55:15 - mmengine - INFO - Epoch(train) [72][860/3757] lr: 6.628e-03 eta: 1 day, 5:51:16 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 6.1096 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3502 loss: 2.3502 2022/06/26 07:55:21 - mmengine - INFO - Epoch(train) [72][880/3757] lr: 6.628e-03 eta: 1 day, 5:51:11 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 7.5533 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0518 loss: 3.0518 2022/06/26 07:55:26 - mmengine - INFO - Epoch(train) [72][900/3757] lr: 6.628e-03 eta: 1 day, 5:51:06 time: 0.260 data_time: 0.008 memory: 5036 grad_norm: 6.7907 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8587 loss: 2.8587 2022/06/26 07:55:31 - mmengine - INFO - Epoch(train) [72][920/3757] lr: 6.628e-03 eta: 1 day, 5:51:00 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 6.3279 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.2644 loss: 2.2644 2022/06/26 07:55:36 - mmengine - INFO - Epoch(train) [72][940/3757] lr: 6.628e-03 eta: 1 day, 5:50:55 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 7.4513 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.8029 loss: 2.8029 2022/06/26 07:55:41 - mmengine - INFO - Epoch(train) [72][960/3757] lr: 6.628e-03 eta: 1 day, 5:50:49 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 6.0306 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.3149 loss: 2.3149 2022/06/26 07:55:47 - mmengine - INFO - Epoch(train) [72][980/3757] lr: 6.628e-03 eta: 1 day, 5:50:44 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 6.7845 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.8297 loss: 2.8297 2022/06/26 07:55:52 - mmengine - INFO - Epoch(train) [72][1000/3757] lr: 6.628e-03 eta: 1 day, 5:50:39 time: 0.263 data_time: 0.009 memory: 5036 grad_norm: 6.8248 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7367 loss: 2.7367 2022/06/26 07:55:57 - mmengine - INFO - Epoch(train) [72][1020/3757] lr: 6.628e-03 eta: 1 day, 5:50:33 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 6.1638 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.3903 loss: 2.3903 2022/06/26 07:56:02 - mmengine - INFO - Epoch(train) [72][1040/3757] lr: 6.628e-03 eta: 1 day, 5:50:28 time: 0.244 data_time: 0.003 memory: 5036 grad_norm: 6.4068 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1055 loss: 2.1055 2022/06/26 07:56:07 - mmengine - INFO - Epoch(train) [72][1060/3757] lr: 6.628e-03 eta: 1 day, 5:50:23 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 6.8644 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.7855 loss: 2.7855 2022/06/26 07:56:13 - mmengine - INFO - Epoch(train) [72][1080/3757] lr: 6.628e-03 eta: 1 day, 5:50:17 time: 0.268 data_time: 0.008 memory: 5036 grad_norm: 6.5597 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7436 loss: 2.7436 2022/06/26 07:56:18 - mmengine - INFO - Epoch(train) [72][1100/3757] lr: 6.628e-03 eta: 1 day, 5:50:12 time: 0.273 data_time: 0.011 memory: 5036 grad_norm: 6.4240 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3111 loss: 2.3111 2022/06/26 07:56:23 - mmengine - INFO - Epoch(train) [72][1120/3757] lr: 6.628e-03 eta: 1 day, 5:50:06 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 5.6908 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3481 loss: 2.3481 2022/06/26 07:56:28 - mmengine - INFO - Epoch(train) [72][1140/3757] lr: 6.628e-03 eta: 1 day, 5:50:01 time: 0.278 data_time: 0.003 memory: 5036 grad_norm: 6.2070 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4824 loss: 2.4824 2022/06/26 07:56:34 - mmengine - INFO - Epoch(train) [72][1160/3757] lr: 6.628e-03 eta: 1 day, 5:49:56 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 6.8478 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.7242 loss: 2.7242 2022/06/26 07:56:39 - mmengine - INFO - Epoch(train) [72][1180/3757] lr: 6.628e-03 eta: 1 day, 5:49:51 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 7.6347 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.7656 loss: 2.7656 2022/06/26 07:56:44 - mmengine - INFO - Epoch(train) [72][1200/3757] lr: 6.628e-03 eta: 1 day, 5:49:46 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 7.2433 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.4968 loss: 2.4968 2022/06/26 07:56:50 - mmengine - INFO - Epoch(train) [72][1220/3757] lr: 6.628e-03 eta: 1 day, 5:49:41 time: 0.268 data_time: 0.003 memory: 5036 grad_norm: 7.1403 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.8329 loss: 2.8329 2022/06/26 07:56:55 - mmengine - INFO - Epoch(train) [72][1240/3757] lr: 6.628e-03 eta: 1 day, 5:49:35 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 6.0955 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.4651 loss: 2.4651 2022/06/26 07:56:58 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 07:57:00 - mmengine - INFO - Epoch(train) [72][1260/3757] lr: 6.628e-03 eta: 1 day, 5:49:30 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.4245 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4733 loss: 2.4733 2022/06/26 07:57:05 - mmengine - INFO - Epoch(train) [72][1280/3757] lr: 6.628e-03 eta: 1 day, 5:49:24 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 6.2644 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3012 loss: 2.3012 2022/06/26 07:57:11 - mmengine - INFO - Epoch(train) [72][1300/3757] lr: 6.628e-03 eta: 1 day, 5:49:19 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 7.4430 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9218 loss: 1.9218 2022/06/26 07:57:16 - mmengine - INFO - Epoch(train) [72][1320/3757] lr: 6.628e-03 eta: 1 day, 5:49:14 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 6.8291 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.5144 loss: 2.5144 2022/06/26 07:57:21 - mmengine - INFO - Epoch(train) [72][1340/3757] lr: 6.628e-03 eta: 1 day, 5:49:09 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.5496 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3630 loss: 2.3630 2022/06/26 07:57:26 - mmengine - INFO - Epoch(train) [72][1360/3757] lr: 6.628e-03 eta: 1 day, 5:49:03 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 6.5679 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.3509 loss: 2.3509 2022/06/26 07:57:32 - mmengine - INFO - Epoch(train) [72][1380/3757] lr: 6.628e-03 eta: 1 day, 5:48:58 time: 0.266 data_time: 0.003 memory: 5036 grad_norm: 6.7627 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2839 loss: 2.2839 2022/06/26 07:57:37 - mmengine - INFO - Epoch(train) [72][1400/3757] lr: 6.628e-03 eta: 1 day, 5:48:53 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 7.0425 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.4887 loss: 2.4887 2022/06/26 07:57:42 - mmengine - INFO - Epoch(train) [72][1420/3757] lr: 6.628e-03 eta: 1 day, 5:48:47 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 6.5078 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.7057 loss: 2.7057 2022/06/26 07:57:47 - mmengine - INFO - Epoch(train) [72][1440/3757] lr: 6.628e-03 eta: 1 day, 5:48:42 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 6.1641 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2050 loss: 2.2050 2022/06/26 07:57:53 - mmengine - INFO - Epoch(train) [72][1460/3757] lr: 6.628e-03 eta: 1 day, 5:48:37 time: 0.270 data_time: 0.003 memory: 5036 grad_norm: 6.4276 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3266 loss: 2.3266 2022/06/26 07:57:58 - mmengine - INFO - Epoch(train) [72][1480/3757] lr: 6.628e-03 eta: 1 day, 5:48:32 time: 0.311 data_time: 0.003 memory: 5036 grad_norm: 6.5661 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6249 loss: 2.6249 2022/06/26 07:58:03 - mmengine - INFO - Epoch(train) [72][1500/3757] lr: 6.628e-03 eta: 1 day, 5:48:26 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 6.4372 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9824 loss: 2.9824 2022/06/26 07:58:08 - mmengine - INFO - Epoch(train) [72][1520/3757] lr: 6.628e-03 eta: 1 day, 5:48:21 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 6.1445 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.4533 loss: 2.4533 2022/06/26 07:58:13 - mmengine - INFO - Epoch(train) [72][1540/3757] lr: 6.628e-03 eta: 1 day, 5:48:15 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 6.4984 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.3006 loss: 2.3006 2022/06/26 07:58:19 - mmengine - INFO - Epoch(train) [72][1560/3757] lr: 6.628e-03 eta: 1 day, 5:48:10 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 7.0214 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.4297 loss: 2.4297 2022/06/26 07:58:24 - mmengine - INFO - Epoch(train) [72][1580/3757] lr: 6.628e-03 eta: 1 day, 5:48:05 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 5.3818 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.6067 loss: 2.6067 2022/06/26 07:58:29 - mmengine - INFO - Epoch(train) [72][1600/3757] lr: 6.628e-03 eta: 1 day, 5:48:00 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 6.9633 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.2132 loss: 3.2132 2022/06/26 07:58:34 - mmengine - INFO - Epoch(train) [72][1620/3757] lr: 6.628e-03 eta: 1 day, 5:47:54 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 6.0561 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5084 loss: 2.5084 2022/06/26 07:58:40 - mmengine - INFO - Epoch(train) [72][1640/3757] lr: 6.628e-03 eta: 1 day, 5:47:49 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 6.3205 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.3255 loss: 2.3255 2022/06/26 07:58:45 - mmengine - INFO - Epoch(train) [72][1660/3757] lr: 6.628e-03 eta: 1 day, 5:47:44 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 7.3302 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.1266 loss: 2.1266 2022/06/26 07:58:51 - mmengine - INFO - Epoch(train) [72][1680/3757] lr: 6.628e-03 eta: 1 day, 5:47:39 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.9332 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.7710 loss: 2.7710 2022/06/26 07:58:56 - mmengine - INFO - Epoch(train) [72][1700/3757] lr: 6.628e-03 eta: 1 day, 5:47:34 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 5.4343 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.6111 loss: 2.6111 2022/06/26 07:59:01 - mmengine - INFO - Epoch(train) [72][1720/3757] lr: 6.628e-03 eta: 1 day, 5:47:28 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 6.6859 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5505 loss: 2.5505 2022/06/26 07:59:06 - mmengine - INFO - Epoch(train) [72][1740/3757] lr: 6.628e-03 eta: 1 day, 5:47:23 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 6.3536 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6520 loss: 2.6520 2022/06/26 07:59:12 - mmengine - INFO - Epoch(train) [72][1760/3757] lr: 6.628e-03 eta: 1 day, 5:47:18 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 6.3291 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4812 loss: 2.4812 2022/06/26 07:59:17 - mmengine - INFO - Epoch(train) [72][1780/3757] lr: 6.628e-03 eta: 1 day, 5:47:12 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 5.7281 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6267 loss: 2.6267 2022/06/26 07:59:22 - mmengine - INFO - Epoch(train) [72][1800/3757] lr: 6.628e-03 eta: 1 day, 5:47:07 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 6.0849 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.7450 loss: 2.7450 2022/06/26 07:59:27 - mmengine - INFO - Epoch(train) [72][1820/3757] lr: 6.628e-03 eta: 1 day, 5:47:02 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 6.4349 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9374 loss: 2.9374 2022/06/26 07:59:32 - mmengine - INFO - Epoch(train) [72][1840/3757] lr: 6.628e-03 eta: 1 day, 5:46:56 time: 0.255 data_time: 0.008 memory: 5036 grad_norm: 7.7783 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9780 loss: 2.9780 2022/06/26 07:59:37 - mmengine - INFO - Epoch(train) [72][1860/3757] lr: 6.628e-03 eta: 1 day, 5:46:51 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 7.0311 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.4229 loss: 2.4229 2022/06/26 07:59:43 - mmengine - INFO - Epoch(train) [72][1880/3757] lr: 6.628e-03 eta: 1 day, 5:46:45 time: 0.252 data_time: 0.005 memory: 5036 grad_norm: 6.0880 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7063 loss: 2.7063 2022/06/26 07:59:48 - mmengine - INFO - Epoch(train) [72][1900/3757] lr: 6.628e-03 eta: 1 day, 5:46:40 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 6.3399 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.6709 loss: 2.6709 2022/06/26 07:59:53 - mmengine - INFO - Epoch(train) [72][1920/3757] lr: 6.628e-03 eta: 1 day, 5:46:35 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 5.3884 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1307 loss: 2.1307 2022/06/26 07:59:58 - mmengine - INFO - Epoch(train) [72][1940/3757] lr: 6.628e-03 eta: 1 day, 5:46:30 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 6.5200 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6027 loss: 2.6027 2022/06/26 08:00:04 - mmengine - INFO - Epoch(train) [72][1960/3757] lr: 6.628e-03 eta: 1 day, 5:46:24 time: 0.249 data_time: 0.004 memory: 5036 grad_norm: 5.9489 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6297 loss: 2.6297 2022/06/26 08:00:09 - mmengine - INFO - Epoch(train) [72][1980/3757] lr: 6.628e-03 eta: 1 day, 5:46:19 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 6.0556 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6075 loss: 2.6075 2022/06/26 08:00:14 - mmengine - INFO - Epoch(train) [72][2000/3757] lr: 6.628e-03 eta: 1 day, 5:46:14 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.9516 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1616 loss: 2.1616 2022/06/26 08:00:19 - mmengine - INFO - Epoch(train) [72][2020/3757] lr: 6.628e-03 eta: 1 day, 5:46:08 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 6.9087 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7225 loss: 2.7225 2022/06/26 08:00:25 - mmengine - INFO - Epoch(train) [72][2040/3757] lr: 6.628e-03 eta: 1 day, 5:46:03 time: 0.253 data_time: 0.005 memory: 5036 grad_norm: 6.4582 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.1996 loss: 2.1996 2022/06/26 08:00:30 - mmengine - INFO - Epoch(train) [72][2060/3757] lr: 6.628e-03 eta: 1 day, 5:45:57 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 6.6129 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5320 loss: 2.5320 2022/06/26 08:00:35 - mmengine - INFO - Epoch(train) [72][2080/3757] lr: 6.628e-03 eta: 1 day, 5:45:52 time: 0.251 data_time: 0.008 memory: 5036 grad_norm: 5.9931 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.3899 loss: 2.3899 2022/06/26 08:00:40 - mmengine - INFO - Epoch(train) [72][2100/3757] lr: 6.628e-03 eta: 1 day, 5:45:47 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 6.8684 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3760 loss: 2.3760 2022/06/26 08:00:45 - mmengine - INFO - Epoch(train) [72][2120/3757] lr: 6.628e-03 eta: 1 day, 5:45:41 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 6.4902 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.0329 loss: 3.0329 2022/06/26 08:00:51 - mmengine - INFO - Epoch(train) [72][2140/3757] lr: 6.628e-03 eta: 1 day, 5:45:36 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.4289 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.5998 loss: 2.5998 2022/06/26 08:00:56 - mmengine - INFO - Epoch(train) [72][2160/3757] lr: 6.628e-03 eta: 1 day, 5:45:31 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.3332 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2273 loss: 2.2273 2022/06/26 08:01:01 - mmengine - INFO - Epoch(train) [72][2180/3757] lr: 6.628e-03 eta: 1 day, 5:45:25 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 7.0266 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.0199 loss: 2.0199 2022/06/26 08:01:06 - mmengine - INFO - Epoch(train) [72][2200/3757] lr: 6.628e-03 eta: 1 day, 5:45:20 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 6.0811 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.5080 loss: 2.5080 2022/06/26 08:01:12 - mmengine - INFO - Epoch(train) [72][2220/3757] lr: 6.628e-03 eta: 1 day, 5:45:15 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 7.1507 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.1183 loss: 2.1183 2022/06/26 08:01:17 - mmengine - INFO - Epoch(train) [72][2240/3757] lr: 6.628e-03 eta: 1 day, 5:45:09 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 6.3127 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3681 loss: 2.3681 2022/06/26 08:01:20 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 08:01:22 - mmengine - INFO - Epoch(train) [72][2260/3757] lr: 6.628e-03 eta: 1 day, 5:45:04 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 6.6680 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.8326 loss: 2.8326 2022/06/26 08:01:27 - mmengine - INFO - Epoch(train) [72][2280/3757] lr: 6.628e-03 eta: 1 day, 5:44:58 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 6.0288 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5721 loss: 2.5721 2022/06/26 08:01:32 - mmengine - INFO - Epoch(train) [72][2300/3757] lr: 6.628e-03 eta: 1 day, 5:44:53 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.1030 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0009 loss: 3.0009 2022/06/26 08:01:37 - mmengine - INFO - Epoch(train) [72][2320/3757] lr: 6.628e-03 eta: 1 day, 5:44:48 time: 0.256 data_time: 0.012 memory: 5036 grad_norm: 5.7697 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1674 loss: 2.1674 2022/06/26 08:01:43 - mmengine - INFO - Epoch(train) [72][2340/3757] lr: 6.628e-03 eta: 1 day, 5:44:43 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 6.8421 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8001 loss: 2.8001 2022/06/26 08:01:48 - mmengine - INFO - Epoch(train) [72][2360/3757] lr: 6.628e-03 eta: 1 day, 5:44:37 time: 0.272 data_time: 0.003 memory: 5036 grad_norm: 6.6587 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.3634 loss: 2.3634 2022/06/26 08:01:53 - mmengine - INFO - Epoch(train) [72][2380/3757] lr: 6.628e-03 eta: 1 day, 5:44:32 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 6.2963 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9303 loss: 2.9303 2022/06/26 08:01:59 - mmengine - INFO - Epoch(train) [72][2400/3757] lr: 6.628e-03 eta: 1 day, 5:44:27 time: 0.405 data_time: 0.021 memory: 5036 grad_norm: 6.6090 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.7879 loss: 2.7879 2022/06/26 08:02:04 - mmengine - INFO - Epoch(train) [72][2420/3757] lr: 6.628e-03 eta: 1 day, 5:44:21 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 5.5051 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.4597 loss: 2.4597 2022/06/26 08:02:09 - mmengine - INFO - Epoch(train) [72][2440/3757] lr: 6.628e-03 eta: 1 day, 5:44:16 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 6.1077 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9536 loss: 2.9536 2022/06/26 08:02:14 - mmengine - INFO - Epoch(train) [72][2460/3757] lr: 6.628e-03 eta: 1 day, 5:44:11 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 6.5503 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1635 loss: 2.1635 2022/06/26 08:02:20 - mmengine - INFO - Epoch(train) [72][2480/3757] lr: 6.628e-03 eta: 1 day, 5:44:05 time: 0.259 data_time: 0.013 memory: 5036 grad_norm: 6.0810 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6142 loss: 2.6142 2022/06/26 08:02:25 - mmengine - INFO - Epoch(train) [72][2500/3757] lr: 6.628e-03 eta: 1 day, 5:44:00 time: 0.258 data_time: 0.008 memory: 5036 grad_norm: 7.7650 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9269 loss: 2.9269 2022/06/26 08:02:30 - mmengine - INFO - Epoch(train) [72][2520/3757] lr: 6.628e-03 eta: 1 day, 5:43:55 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 5.8504 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9570 loss: 2.9570 2022/06/26 08:02:36 - mmengine - INFO - Epoch(train) [72][2540/3757] lr: 6.628e-03 eta: 1 day, 5:43:50 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.0579 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6276 loss: 2.6276 2022/06/26 08:02:41 - mmengine - INFO - Epoch(train) [72][2560/3757] lr: 6.628e-03 eta: 1 day, 5:43:45 time: 0.254 data_time: 0.012 memory: 5036 grad_norm: 7.5581 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7120 loss: 2.7120 2022/06/26 08:02:46 - mmengine - INFO - Epoch(train) [72][2580/3757] lr: 6.628e-03 eta: 1 day, 5:43:39 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.7691 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.5489 loss: 2.5489 2022/06/26 08:02:51 - mmengine - INFO - Epoch(train) [72][2600/3757] lr: 6.628e-03 eta: 1 day, 5:43:34 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 5.9038 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.1196 loss: 2.1196 2022/06/26 08:02:56 - mmengine - INFO - Epoch(train) [72][2620/3757] lr: 6.628e-03 eta: 1 day, 5:43:29 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 6.3823 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.3428 loss: 2.3428 2022/06/26 08:03:02 - mmengine - INFO - Epoch(train) [72][2640/3757] lr: 6.628e-03 eta: 1 day, 5:43:23 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 6.0921 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.9110 loss: 2.9110 2022/06/26 08:03:07 - mmengine - INFO - Epoch(train) [72][2660/3757] lr: 6.628e-03 eta: 1 day, 5:43:18 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 5.7860 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.4641 loss: 2.4641 2022/06/26 08:03:12 - mmengine - INFO - Epoch(train) [72][2680/3757] lr: 6.628e-03 eta: 1 day, 5:43:13 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 6.1498 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.3034 loss: 2.3034 2022/06/26 08:03:18 - mmengine - INFO - Epoch(train) [72][2700/3757] lr: 6.628e-03 eta: 1 day, 5:43:08 time: 0.253 data_time: 0.002 memory: 5036 grad_norm: 6.6143 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.8492 loss: 2.8492 2022/06/26 08:03:23 - mmengine - INFO - Epoch(train) [72][2720/3757] lr: 6.628e-03 eta: 1 day, 5:43:02 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.2078 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7483 loss: 2.7483 2022/06/26 08:03:28 - mmengine - INFO - Epoch(train) [72][2740/3757] lr: 6.628e-03 eta: 1 day, 5:42:57 time: 0.251 data_time: 0.012 memory: 5036 grad_norm: 5.9114 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.8414 loss: 2.8414 2022/06/26 08:03:33 - mmengine - INFO - Epoch(train) [72][2760/3757] lr: 6.628e-03 eta: 1 day, 5:42:51 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 7.4306 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0937 loss: 2.0937 2022/06/26 08:03:38 - mmengine - INFO - Epoch(train) [72][2780/3757] lr: 6.628e-03 eta: 1 day, 5:42:46 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 6.0932 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.6855 loss: 2.6855 2022/06/26 08:03:43 - mmengine - INFO - Epoch(train) [72][2800/3757] lr: 6.628e-03 eta: 1 day, 5:42:41 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 7.0147 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.5856 loss: 2.5856 2022/06/26 08:03:49 - mmengine - INFO - Epoch(train) [72][2820/3757] lr: 6.628e-03 eta: 1 day, 5:42:35 time: 0.272 data_time: 0.020 memory: 5036 grad_norm: 5.9263 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5084 loss: 2.5084 2022/06/26 08:03:54 - mmengine - INFO - Epoch(train) [72][2840/3757] lr: 6.628e-03 eta: 1 day, 5:42:30 time: 0.255 data_time: 0.011 memory: 5036 grad_norm: 6.6607 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1371 loss: 3.1371 2022/06/26 08:03:59 - mmengine - INFO - Epoch(train) [72][2860/3757] lr: 6.628e-03 eta: 1 day, 5:42:25 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 5.6428 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 2.5747 loss: 2.5747 2022/06/26 08:04:04 - mmengine - INFO - Epoch(train) [72][2880/3757] lr: 6.628e-03 eta: 1 day, 5:42:19 time: 0.254 data_time: 0.015 memory: 5036 grad_norm: 6.7738 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1063 loss: 2.1063 2022/06/26 08:04:10 - mmengine - INFO - Epoch(train) [72][2900/3757] lr: 6.628e-03 eta: 1 day, 5:42:14 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 6.5737 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 2.3636 loss: 2.3636 2022/06/26 08:04:15 - mmengine - INFO - Epoch(train) [72][2920/3757] lr: 6.628e-03 eta: 1 day, 5:42:09 time: 0.267 data_time: 0.003 memory: 5036 grad_norm: 7.6120 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.4909 loss: 2.4909 2022/06/26 08:04:20 - mmengine - INFO - Epoch(train) [72][2940/3757] lr: 6.628e-03 eta: 1 day, 5:42:04 time: 0.246 data_time: 0.006 memory: 5036 grad_norm: 7.7583 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4888 loss: 2.4888 2022/06/26 08:04:26 - mmengine - INFO - Epoch(train) [72][2960/3757] lr: 6.628e-03 eta: 1 day, 5:41:58 time: 0.260 data_time: 0.013 memory: 5036 grad_norm: 6.6509 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.5966 loss: 2.5966 2022/06/26 08:04:31 - mmengine - INFO - Epoch(train) [72][2980/3757] lr: 6.628e-03 eta: 1 day, 5:41:53 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 7.4457 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2812 loss: 2.2812 2022/06/26 08:04:36 - mmengine - INFO - Epoch(train) [72][3000/3757] lr: 6.628e-03 eta: 1 day, 5:41:48 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 6.8712 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.1864 loss: 2.1864 2022/06/26 08:04:41 - mmengine - INFO - Epoch(train) [72][3020/3757] lr: 6.628e-03 eta: 1 day, 5:41:43 time: 0.247 data_time: 0.006 memory: 5036 grad_norm: 5.8039 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6479 loss: 2.6479 2022/06/26 08:04:47 - mmengine - INFO - Epoch(train) [72][3040/3757] lr: 6.628e-03 eta: 1 day, 5:41:37 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 6.0703 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3598 loss: 2.3598 2022/06/26 08:04:52 - mmengine - INFO - Epoch(train) [72][3060/3757] lr: 6.628e-03 eta: 1 day, 5:41:32 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 6.2376 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.6470 loss: 2.6470 2022/06/26 08:04:57 - mmengine - INFO - Epoch(train) [72][3080/3757] lr: 6.628e-03 eta: 1 day, 5:41:26 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 5.6123 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 2.1383 loss: 2.1383 2022/06/26 08:05:02 - mmengine - INFO - Epoch(train) [72][3100/3757] lr: 6.628e-03 eta: 1 day, 5:41:21 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 6.5522 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7227 loss: 2.7227 2022/06/26 08:05:07 - mmengine - INFO - Epoch(train) [72][3120/3757] lr: 6.628e-03 eta: 1 day, 5:41:16 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 7.6261 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6980 loss: 2.6980 2022/06/26 08:05:13 - mmengine - INFO - Epoch(train) [72][3140/3757] lr: 6.628e-03 eta: 1 day, 5:41:10 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 7.2501 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.6915 loss: 2.6915 2022/06/26 08:05:18 - mmengine - INFO - Epoch(train) [72][3160/3757] lr: 6.628e-03 eta: 1 day, 5:41:05 time: 0.244 data_time: 0.004 memory: 5036 grad_norm: 6.6453 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.3872 loss: 2.3872 2022/06/26 08:05:23 - mmengine - INFO - Epoch(train) [72][3180/3757] lr: 6.628e-03 eta: 1 day, 5:41:00 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 6.8399 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2824 loss: 2.2824 2022/06/26 08:05:28 - mmengine - INFO - Epoch(train) [72][3200/3757] lr: 6.628e-03 eta: 1 day, 5:40:54 time: 0.260 data_time: 0.015 memory: 5036 grad_norm: 7.0423 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.4107 loss: 2.4107 2022/06/26 08:05:34 - mmengine - INFO - Epoch(train) [72][3220/3757] lr: 6.628e-03 eta: 1 day, 5:40:50 time: 0.260 data_time: 0.009 memory: 5036 grad_norm: 5.7098 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.7531 loss: 2.7531 2022/06/26 08:05:39 - mmengine - INFO - Epoch(train) [72][3240/3757] lr: 6.628e-03 eta: 1 day, 5:40:44 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 5.4110 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.6185 loss: 2.6185 2022/06/26 08:05:43 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 08:05:44 - mmengine - INFO - Epoch(train) [72][3260/3757] lr: 6.628e-03 eta: 1 day, 5:40:39 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.4733 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3878 loss: 2.3878 2022/06/26 08:05:50 - mmengine - INFO - Epoch(train) [72][3280/3757] lr: 6.628e-03 eta: 1 day, 5:40:34 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 7.6094 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3822 loss: 2.3822 2022/06/26 08:05:55 - mmengine - INFO - Epoch(train) [72][3300/3757] lr: 6.628e-03 eta: 1 day, 5:40:28 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 6.2913 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2558 loss: 2.2558 2022/06/26 08:06:00 - mmengine - INFO - Epoch(train) [72][3320/3757] lr: 6.628e-03 eta: 1 day, 5:40:23 time: 0.252 data_time: 0.013 memory: 5036 grad_norm: 7.4208 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4827 loss: 2.4827 2022/06/26 08:06:05 - mmengine - INFO - Epoch(train) [72][3340/3757] lr: 6.628e-03 eta: 1 day, 5:40:18 time: 0.255 data_time: 0.008 memory: 5036 grad_norm: 5.7985 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.4989 loss: 2.4989 2022/06/26 08:06:10 - mmengine - INFO - Epoch(train) [72][3360/3757] lr: 6.628e-03 eta: 1 day, 5:40:12 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 6.7497 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.6635 loss: 2.6635 2022/06/26 08:06:15 - mmengine - INFO - Epoch(train) [72][3380/3757] lr: 6.628e-03 eta: 1 day, 5:40:07 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 7.3189 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7293 loss: 2.7293 2022/06/26 08:06:21 - mmengine - INFO - Epoch(train) [72][3400/3757] lr: 6.628e-03 eta: 1 day, 5:40:01 time: 0.250 data_time: 0.011 memory: 5036 grad_norm: 6.3560 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.4769 loss: 2.4769 2022/06/26 08:06:26 - mmengine - INFO - Epoch(train) [72][3420/3757] lr: 6.628e-03 eta: 1 day, 5:39:56 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 7.1620 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5136 loss: 2.5136 2022/06/26 08:06:31 - mmengine - INFO - Epoch(train) [72][3440/3757] lr: 6.628e-03 eta: 1 day, 5:39:50 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 6.6312 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2894 loss: 2.2894 2022/06/26 08:06:36 - mmengine - INFO - Epoch(train) [72][3460/3757] lr: 6.628e-03 eta: 1 day, 5:39:45 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 6.3769 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5308 loss: 2.5308 2022/06/26 08:06:41 - mmengine - INFO - Epoch(train) [72][3480/3757] lr: 6.628e-03 eta: 1 day, 5:39:39 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 6.0035 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.5166 loss: 2.5166 2022/06/26 08:06:46 - mmengine - INFO - Epoch(train) [72][3500/3757] lr: 6.628e-03 eta: 1 day, 5:39:34 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 6.4425 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6471 loss: 2.6471 2022/06/26 08:06:52 - mmengine - INFO - Epoch(train) [72][3520/3757] lr: 6.628e-03 eta: 1 day, 5:39:29 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 6.5071 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8467 loss: 2.8467 2022/06/26 08:06:57 - mmengine - INFO - Epoch(train) [72][3540/3757] lr: 6.628e-03 eta: 1 day, 5:39:23 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 7.2589 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.9411 loss: 2.9411 2022/06/26 08:07:02 - mmengine - INFO - Epoch(train) [72][3560/3757] lr: 6.628e-03 eta: 1 day, 5:39:18 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 6.8821 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.5788 loss: 2.5788 2022/06/26 08:07:07 - mmengine - INFO - Epoch(train) [72][3580/3757] lr: 6.628e-03 eta: 1 day, 5:39:13 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 6.6894 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.3668 loss: 2.3668 2022/06/26 08:07:13 - mmengine - INFO - Epoch(train) [72][3600/3757] lr: 6.628e-03 eta: 1 day, 5:39:07 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.2822 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5808 loss: 2.5808 2022/06/26 08:07:18 - mmengine - INFO - Epoch(train) [72][3620/3757] lr: 6.628e-03 eta: 1 day, 5:39:02 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 6.1162 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3456 loss: 2.3456 2022/06/26 08:07:23 - mmengine - INFO - Epoch(train) [72][3640/3757] lr: 6.628e-03 eta: 1 day, 5:38:57 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 5.9472 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5443 loss: 2.5443 2022/06/26 08:07:28 - mmengine - INFO - Epoch(train) [72][3660/3757] lr: 6.628e-03 eta: 1 day, 5:38:51 time: 0.272 data_time: 0.003 memory: 5036 grad_norm: 7.3957 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.4498 loss: 2.4498 2022/06/26 08:07:34 - mmengine - INFO - Epoch(train) [72][3680/3757] lr: 6.628e-03 eta: 1 day, 5:38:46 time: 0.258 data_time: 0.015 memory: 5036 grad_norm: 6.7118 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8781 loss: 2.8781 2022/06/26 08:07:39 - mmengine - INFO - Epoch(train) [72][3700/3757] lr: 6.628e-03 eta: 1 day, 5:38:41 time: 0.270 data_time: 0.003 memory: 5036 grad_norm: 6.5420 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.3923 loss: 2.3923 2022/06/26 08:07:44 - mmengine - INFO - Epoch(train) [72][3720/3757] lr: 6.628e-03 eta: 1 day, 5:38:35 time: 0.256 data_time: 0.013 memory: 5036 grad_norm: 6.6933 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4818 loss: 2.4818 2022/06/26 08:07:50 - mmengine - INFO - Epoch(train) [72][3740/3757] lr: 6.628e-03 eta: 1 day, 5:38:31 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 7.3750 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4442 loss: 2.4442 2022/06/26 08:07:54 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 08:07:54 - mmengine - INFO - Saving checkpoint at 72 epochs 2022/06/26 08:08:07 - mmengine - INFO - Epoch(val) [72][20/310] eta: 0:01:41 time: 0.103 data_time: 0.002 memory: 5036 2022/06/26 08:08:12 - mmengine - INFO - Epoch(val) [72][40/310] eta: 0:01:39 time: 0.112 data_time: 0.005 memory: 1723 2022/06/26 08:08:16 - mmengine - INFO - Epoch(val) [72][60/310] eta: 0:00:26 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 08:08:21 - mmengine - INFO - Epoch(val) [72][80/310] eta: 0:00:24 time: 0.108 data_time: 0.001 memory: 1723 2022/06/26 08:08:28 - mmengine - INFO - Epoch(val) [72][100/310] eta: 0:01:18 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 08:08:33 - mmengine - INFO - Epoch(val) [72][120/310] eta: 0:01:06 time: 0.109 data_time: 0.008 memory: 1723 2022/06/26 08:08:37 - mmengine - INFO - Epoch(val) [72][140/310] eta: 0:00:18 time: 0.104 data_time: 0.002 memory: 1723 2022/06/26 08:08:42 - mmengine - INFO - Epoch(val) [72][160/310] eta: 0:00:15 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 08:08:49 - mmengine - INFO - Epoch(val) [72][180/310] eta: 0:00:48 time: 0.108 data_time: 0.001 memory: 1723 2022/06/26 08:08:54 - mmengine - INFO - Epoch(val) [72][200/310] eta: 0:00:40 time: 0.110 data_time: 0.004 memory: 1723 2022/06/26 08:08:59 - mmengine - INFO - Epoch(val) [72][220/310] eta: 0:00:09 time: 0.104 data_time: 0.002 memory: 1723 2022/06/26 08:09:03 - mmengine - INFO - Epoch(val) [72][240/310] eta: 0:00:07 time: 0.103 data_time: 0.002 memory: 1723 2022/06/26 08:09:10 - mmengine - INFO - Epoch(val) [72][260/310] eta: 0:00:16 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 08:09:14 - mmengine - INFO - Epoch(val) [72][280/310] eta: 0:00:08 time: 0.110 data_time: 0.001 memory: 1723 2022/06/26 08:09:16 - mmengine - INFO - Epoch(val) [72][300/310] eta: 0:00:01 time: 0.102 data_time: 0.001 memory: 1723 2022/06/26 08:09:18 - mmengine - INFO - Epoch(val) [72][310/310] acc/top1: 0.4870 acc/top5: 0.7376 acc/mean1: 0.4868 2022/06/26 08:09:28 - mmengine - INFO - Epoch(train) [73][20/3757] lr: 6.545e-03 eta: 1 day, 5:38:25 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 7.4101 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4958 loss: 2.4958 2022/06/26 08:09:33 - mmengine - INFO - Epoch(train) [73][40/3757] lr: 6.545e-03 eta: 1 day, 5:38:19 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.3883 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1802 loss: 2.1802 2022/06/26 08:09:38 - mmengine - INFO - Epoch(train) [73][60/3757] lr: 6.545e-03 eta: 1 day, 5:38:14 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 6.5393 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3380 loss: 2.3380 2022/06/26 08:09:44 - mmengine - INFO - Epoch(train) [73][80/3757] lr: 6.545e-03 eta: 1 day, 5:38:09 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 7.8320 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.5089 loss: 2.5089 2022/06/26 08:09:49 - mmengine - INFO - Epoch(train) [73][100/3757] lr: 6.545e-03 eta: 1 day, 5:38:03 time: 0.268 data_time: 0.003 memory: 5036 grad_norm: 5.9864 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.3847 loss: 2.3847 2022/06/26 08:09:54 - mmengine - INFO - Epoch(train) [73][120/3757] lr: 6.545e-03 eta: 1 day, 5:37:58 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 5.5644 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.8428 loss: 2.8428 2022/06/26 08:10:00 - mmengine - INFO - Epoch(train) [73][140/3757] lr: 6.545e-03 eta: 1 day, 5:37:54 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 6.7343 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2937 loss: 2.2937 2022/06/26 08:10:05 - mmengine - INFO - Epoch(train) [73][160/3757] lr: 6.545e-03 eta: 1 day, 5:37:48 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 5.7811 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7150 loss: 2.7150 2022/06/26 08:10:10 - mmengine - INFO - Epoch(train) [73][180/3757] lr: 6.545e-03 eta: 1 day, 5:37:43 time: 0.273 data_time: 0.003 memory: 5036 grad_norm: 7.0958 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7119 loss: 2.7119 2022/06/26 08:10:16 - mmengine - INFO - Epoch(train) [73][200/3757] lr: 6.545e-03 eta: 1 day, 5:37:38 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.4800 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7548 loss: 2.7548 2022/06/26 08:10:21 - mmengine - INFO - Epoch(train) [73][220/3757] lr: 6.545e-03 eta: 1 day, 5:37:33 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 6.9504 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.3689 loss: 2.3689 2022/06/26 08:10:26 - mmengine - INFO - Epoch(train) [73][240/3757] lr: 6.545e-03 eta: 1 day, 5:37:28 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 5.2020 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4670 loss: 2.4670 2022/06/26 08:10:32 - mmengine - INFO - Epoch(train) [73][260/3757] lr: 6.545e-03 eta: 1 day, 5:37:22 time: 0.270 data_time: 0.003 memory: 5036 grad_norm: 6.2045 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4616 loss: 2.4616 2022/06/26 08:10:37 - mmengine - INFO - Epoch(train) [73][280/3757] lr: 6.545e-03 eta: 1 day, 5:37:17 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 7.1275 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1495 loss: 3.1495 2022/06/26 08:10:42 - mmengine - INFO - Epoch(train) [73][300/3757] lr: 6.545e-03 eta: 1 day, 5:37:12 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 7.8737 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5675 loss: 2.5675 2022/06/26 08:10:47 - mmengine - INFO - Epoch(train) [73][320/3757] lr: 6.545e-03 eta: 1 day, 5:37:06 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.1386 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6843 loss: 2.6843 2022/06/26 08:10:53 - mmengine - INFO - Epoch(train) [73][340/3757] lr: 6.545e-03 eta: 1 day, 5:37:02 time: 0.277 data_time: 0.003 memory: 5036 grad_norm: 7.6580 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3650 loss: 2.3650 2022/06/26 08:10:58 - mmengine - INFO - Epoch(train) [73][360/3757] lr: 6.545e-03 eta: 1 day, 5:36:56 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 7.4318 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9338 loss: 2.9338 2022/06/26 08:11:04 - mmengine - INFO - Epoch(train) [73][380/3757] lr: 6.545e-03 eta: 1 day, 5:36:51 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 6.7306 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.6648 loss: 2.6648 2022/06/26 08:11:09 - mmengine - INFO - Epoch(train) [73][400/3757] lr: 6.545e-03 eta: 1 day, 5:36:46 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 6.3349 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.1215 loss: 2.1215 2022/06/26 08:11:14 - mmengine - INFO - Epoch(train) [73][420/3757] lr: 6.545e-03 eta: 1 day, 5:36:40 time: 0.284 data_time: 0.005 memory: 5036 grad_norm: 5.6750 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3305 loss: 2.3305 2022/06/26 08:11:20 - mmengine - INFO - Epoch(train) [73][440/3757] lr: 6.545e-03 eta: 1 day, 5:36:36 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 7.6252 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7725 loss: 2.7725 2022/06/26 08:11:25 - mmengine - INFO - Epoch(train) [73][460/3757] lr: 6.545e-03 eta: 1 day, 5:36:30 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 7.1961 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.4641 loss: 2.4641 2022/06/26 08:11:30 - mmengine - INFO - Epoch(train) [73][480/3757] lr: 6.545e-03 eta: 1 day, 5:36:25 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 6.8405 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.6125 loss: 2.6125 2022/06/26 08:11:34 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 08:11:35 - mmengine - INFO - Epoch(train) [73][500/3757] lr: 6.545e-03 eta: 1 day, 5:36:20 time: 0.290 data_time: 0.006 memory: 5036 grad_norm: 7.2623 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5582 loss: 2.5582 2022/06/26 08:11:40 - mmengine - INFO - Epoch(train) [73][520/3757] lr: 6.545e-03 eta: 1 day, 5:36:14 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.7955 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5096 loss: 2.5096 2022/06/26 08:11:46 - mmengine - INFO - Epoch(train) [73][540/3757] lr: 6.545e-03 eta: 1 day, 5:36:09 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 7.7876 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.6859 loss: 2.6859 2022/06/26 08:11:51 - mmengine - INFO - Epoch(train) [73][560/3757] lr: 6.545e-03 eta: 1 day, 5:36:04 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 5.6587 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5415 loss: 2.5415 2022/06/26 08:11:56 - mmengine - INFO - Epoch(train) [73][580/3757] lr: 6.545e-03 eta: 1 day, 5:35:58 time: 0.271 data_time: 0.009 memory: 5036 grad_norm: 5.6297 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2289 loss: 2.2289 2022/06/26 08:12:02 - mmengine - INFO - Epoch(train) [73][600/3757] lr: 6.545e-03 eta: 1 day, 5:35:53 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 6.2661 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.5760 loss: 2.5760 2022/06/26 08:12:07 - mmengine - INFO - Epoch(train) [73][620/3757] lr: 6.545e-03 eta: 1 day, 5:35:48 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 6.6053 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.0084 loss: 3.0084 2022/06/26 08:12:12 - mmengine - INFO - Epoch(train) [73][640/3757] lr: 6.545e-03 eta: 1 day, 5:35:43 time: 0.258 data_time: 0.005 memory: 5036 grad_norm: 7.8617 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6720 loss: 2.6720 2022/06/26 08:12:17 - mmengine - INFO - Epoch(train) [73][660/3757] lr: 6.545e-03 eta: 1 day, 5:35:37 time: 0.277 data_time: 0.009 memory: 5036 grad_norm: 6.2946 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9923 loss: 2.9923 2022/06/26 08:12:23 - mmengine - INFO - Epoch(train) [73][680/3757] lr: 6.545e-03 eta: 1 day, 5:35:32 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 6.2395 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3058 loss: 2.3058 2022/06/26 08:12:28 - mmengine - INFO - Epoch(train) [73][700/3757] lr: 6.545e-03 eta: 1 day, 5:35:27 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 5.9847 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.6369 loss: 2.6369 2022/06/26 08:12:33 - mmengine - INFO - Epoch(train) [73][720/3757] lr: 6.545e-03 eta: 1 day, 5:35:21 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 6.3586 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.2649 loss: 2.2649 2022/06/26 08:12:38 - mmengine - INFO - Epoch(train) [73][740/3757] lr: 6.545e-03 eta: 1 day, 5:35:16 time: 0.266 data_time: 0.006 memory: 5036 grad_norm: 6.5525 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3144 loss: 2.3144 2022/06/26 08:12:44 - mmengine - INFO - Epoch(train) [73][760/3757] lr: 6.545e-03 eta: 1 day, 5:35:11 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 5.9621 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7022 loss: 2.7022 2022/06/26 08:12:49 - mmengine - INFO - Epoch(train) [73][780/3757] lr: 6.545e-03 eta: 1 day, 5:35:06 time: 0.249 data_time: 0.010 memory: 5036 grad_norm: 7.6464 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3193 loss: 2.3193 2022/06/26 08:12:54 - mmengine - INFO - Epoch(train) [73][800/3757] lr: 6.545e-03 eta: 1 day, 5:35:00 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 6.4605 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9914 loss: 1.9914 2022/06/26 08:13:00 - mmengine - INFO - Epoch(train) [73][820/3757] lr: 6.545e-03 eta: 1 day, 5:34:55 time: 0.296 data_time: 0.017 memory: 5036 grad_norm: 6.6872 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.3174 loss: 2.3174 2022/06/26 08:13:05 - mmengine - INFO - Epoch(train) [73][840/3757] lr: 6.545e-03 eta: 1 day, 5:34:50 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 5.9998 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.5510 loss: 2.5510 2022/06/26 08:13:10 - mmengine - INFO - Epoch(train) [73][860/3757] lr: 6.545e-03 eta: 1 day, 5:34:44 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 6.5364 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5728 loss: 2.5728 2022/06/26 08:13:15 - mmengine - INFO - Epoch(train) [73][880/3757] lr: 6.545e-03 eta: 1 day, 5:34:39 time: 0.260 data_time: 0.011 memory: 5036 grad_norm: 6.8871 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8724 loss: 2.8724 2022/06/26 08:13:20 - mmengine - INFO - Epoch(train) [73][900/3757] lr: 6.545e-03 eta: 1 day, 5:34:34 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 5.6829 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.9517 loss: 2.9517 2022/06/26 08:13:26 - mmengine - INFO - Epoch(train) [73][920/3757] lr: 6.545e-03 eta: 1 day, 5:34:28 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 6.7569 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.2389 loss: 2.2389 2022/06/26 08:13:31 - mmengine - INFO - Epoch(train) [73][940/3757] lr: 6.545e-03 eta: 1 day, 5:34:24 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 7.4570 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.6299 loss: 2.6299 2022/06/26 08:13:36 - mmengine - INFO - Epoch(train) [73][960/3757] lr: 6.545e-03 eta: 1 day, 5:34:18 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 6.1045 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7588 loss: 2.7588 2022/06/26 08:13:42 - mmengine - INFO - Epoch(train) [73][980/3757] lr: 6.545e-03 eta: 1 day, 5:34:13 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 5.5176 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 2.5465 loss: 2.5465 2022/06/26 08:13:47 - mmengine - INFO - Epoch(train) [73][1000/3757] lr: 6.545e-03 eta: 1 day, 5:34:08 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 7.0274 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0040 loss: 3.0040 2022/06/26 08:13:52 - mmengine - INFO - Epoch(train) [73][1020/3757] lr: 6.545e-03 eta: 1 day, 5:34:02 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 6.5677 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.0122 loss: 2.0122 2022/06/26 08:13:57 - mmengine - INFO - Epoch(train) [73][1040/3757] lr: 6.545e-03 eta: 1 day, 5:33:57 time: 0.253 data_time: 0.011 memory: 5036 grad_norm: 8.4542 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.5050 loss: 2.5050 2022/06/26 08:14:03 - mmengine - INFO - Epoch(train) [73][1060/3757] lr: 6.545e-03 eta: 1 day, 5:33:52 time: 0.246 data_time: 0.005 memory: 5036 grad_norm: 7.1289 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4870 loss: 2.4870 2022/06/26 08:14:08 - mmengine - INFO - Epoch(train) [73][1080/3757] lr: 6.545e-03 eta: 1 day, 5:33:46 time: 0.267 data_time: 0.006 memory: 5036 grad_norm: 6.7216 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 3.0491 loss: 3.0491 2022/06/26 08:14:13 - mmengine - INFO - Epoch(train) [73][1100/3757] lr: 6.545e-03 eta: 1 day, 5:33:41 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 6.8650 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.9424 loss: 2.9424 2022/06/26 08:14:18 - mmengine - INFO - Epoch(train) [73][1120/3757] lr: 6.545e-03 eta: 1 day, 5:33:36 time: 0.266 data_time: 0.003 memory: 5036 grad_norm: 7.3738 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6923 loss: 2.6923 2022/06/26 08:14:24 - mmengine - INFO - Epoch(train) [73][1140/3757] lr: 6.545e-03 eta: 1 day, 5:33:31 time: 0.250 data_time: 0.002 memory: 5036 grad_norm: 5.8775 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3055 loss: 2.3055 2022/06/26 08:14:29 - mmengine - INFO - Epoch(train) [73][1160/3757] lr: 6.545e-03 eta: 1 day, 5:33:25 time: 0.255 data_time: 0.008 memory: 5036 grad_norm: 6.2878 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.3915 loss: 2.3915 2022/06/26 08:14:34 - mmengine - INFO - Epoch(train) [73][1180/3757] lr: 6.545e-03 eta: 1 day, 5:33:20 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 6.7894 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5434 loss: 2.5434 2022/06/26 08:14:39 - mmengine - INFO - Epoch(train) [73][1200/3757] lr: 6.545e-03 eta: 1 day, 5:33:15 time: 0.277 data_time: 0.019 memory: 5036 grad_norm: 7.4886 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2273 loss: 2.2273 2022/06/26 08:14:44 - mmengine - INFO - Epoch(train) [73][1220/3757] lr: 6.545e-03 eta: 1 day, 5:33:09 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 6.1806 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6138 loss: 2.6138 2022/06/26 08:14:50 - mmengine - INFO - Epoch(train) [73][1240/3757] lr: 6.545e-03 eta: 1 day, 5:33:04 time: 0.267 data_time: 0.017 memory: 5036 grad_norm: 6.7392 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6489 loss: 2.6489 2022/06/26 08:14:55 - mmengine - INFO - Epoch(train) [73][1260/3757] lr: 6.545e-03 eta: 1 day, 5:32:58 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 6.3134 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9757 loss: 2.9757 2022/06/26 08:15:00 - mmengine - INFO - Epoch(train) [73][1280/3757] lr: 6.545e-03 eta: 1 day, 5:32:53 time: 0.260 data_time: 0.017 memory: 5036 grad_norm: 7.0897 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6788 loss: 2.6788 2022/06/26 08:15:05 - mmengine - INFO - Epoch(train) [73][1300/3757] lr: 6.545e-03 eta: 1 day, 5:32:48 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 6.8172 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7842 loss: 2.7842 2022/06/26 08:15:11 - mmengine - INFO - Epoch(train) [73][1320/3757] lr: 6.545e-03 eta: 1 day, 5:32:43 time: 0.248 data_time: 0.008 memory: 5036 grad_norm: 6.4724 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.6894 loss: 2.6894 2022/06/26 08:15:16 - mmengine - INFO - Epoch(train) [73][1340/3757] lr: 6.545e-03 eta: 1 day, 5:32:37 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 7.3001 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.2630 loss: 2.2630 2022/06/26 08:15:21 - mmengine - INFO - Epoch(train) [73][1360/3757] lr: 6.545e-03 eta: 1 day, 5:32:32 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 6.7871 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.6961 loss: 2.6961 2022/06/26 08:15:26 - mmengine - INFO - Epoch(train) [73][1380/3757] lr: 6.545e-03 eta: 1 day, 5:32:27 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 5.4674 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4341 loss: 2.4341 2022/06/26 08:15:32 - mmengine - INFO - Epoch(train) [73][1400/3757] lr: 6.545e-03 eta: 1 day, 5:32:21 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 6.5610 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.2520 loss: 2.2520 2022/06/26 08:15:37 - mmengine - INFO - Epoch(train) [73][1420/3757] lr: 6.545e-03 eta: 1 day, 5:32:16 time: 0.259 data_time: 0.015 memory: 5036 grad_norm: 6.0149 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.6247 loss: 2.6247 2022/06/26 08:15:42 - mmengine - INFO - Epoch(train) [73][1440/3757] lr: 6.545e-03 eta: 1 day, 5:32:11 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 7.3334 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 2.3980 loss: 2.3980 2022/06/26 08:15:47 - mmengine - INFO - Epoch(train) [73][1460/3757] lr: 6.545e-03 eta: 1 day, 5:32:05 time: 0.252 data_time: 0.004 memory: 5036 grad_norm: 5.7226 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.6740 loss: 2.6740 2022/06/26 08:15:52 - mmengine - INFO - Epoch(train) [73][1480/3757] lr: 6.545e-03 eta: 1 day, 5:32:00 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 5.6113 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5740 loss: 2.5740 2022/06/26 08:15:57 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 08:15:58 - mmengine - INFO - Epoch(train) [73][1500/3757] lr: 6.545e-03 eta: 1 day, 5:31:54 time: 0.255 data_time: 0.015 memory: 5036 grad_norm: 6.5378 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.7518 loss: 2.7518 2022/06/26 08:16:03 - mmengine - INFO - Epoch(train) [73][1520/3757] lr: 6.545e-03 eta: 1 day, 5:31:49 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.8802 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5256 loss: 2.5256 2022/06/26 08:16:08 - mmengine - INFO - Epoch(train) [73][1540/3757] lr: 6.545e-03 eta: 1 day, 5:31:44 time: 0.256 data_time: 0.002 memory: 5036 grad_norm: 6.1907 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.7839 loss: 2.7839 2022/06/26 08:16:13 - mmengine - INFO - Epoch(train) [73][1560/3757] lr: 6.545e-03 eta: 1 day, 5:31:39 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 5.9120 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.4456 loss: 2.4456 2022/06/26 08:16:19 - mmengine - INFO - Epoch(train) [73][1580/3757] lr: 6.545e-03 eta: 1 day, 5:31:33 time: 0.255 data_time: 0.012 memory: 5036 grad_norm: 5.7443 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4595 loss: 2.4595 2022/06/26 08:16:24 - mmengine - INFO - Epoch(train) [73][1600/3757] lr: 6.545e-03 eta: 1 day, 5:31:28 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 7.1721 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 2.3542 loss: 2.3542 2022/06/26 08:16:29 - mmengine - INFO - Epoch(train) [73][1620/3757] lr: 6.545e-03 eta: 1 day, 5:31:23 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 7.0544 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.7663 loss: 2.7663 2022/06/26 08:16:34 - mmengine - INFO - Epoch(train) [73][1640/3757] lr: 6.545e-03 eta: 1 day, 5:31:18 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 6.7692 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6143 loss: 2.6143 2022/06/26 08:16:40 - mmengine - INFO - Epoch(train) [73][1660/3757] lr: 6.545e-03 eta: 1 day, 5:31:12 time: 0.276 data_time: 0.006 memory: 5036 grad_norm: 6.5131 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.6595 loss: 2.6595 2022/06/26 08:16:45 - mmengine - INFO - Epoch(train) [73][1680/3757] lr: 6.545e-03 eta: 1 day, 5:31:07 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 6.8599 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.5577 loss: 2.5577 2022/06/26 08:16:50 - mmengine - INFO - Epoch(train) [73][1700/3757] lr: 6.545e-03 eta: 1 day, 5:31:01 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 7.2209 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.5804 loss: 2.5804 2022/06/26 08:16:55 - mmengine - INFO - Epoch(train) [73][1720/3757] lr: 6.545e-03 eta: 1 day, 5:30:56 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 6.5851 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4247 loss: 2.4247 2022/06/26 08:17:00 - mmengine - INFO - Epoch(train) [73][1740/3757] lr: 6.545e-03 eta: 1 day, 5:30:51 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 5.9860 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.6796 loss: 2.6796 2022/06/26 08:17:06 - mmengine - INFO - Epoch(train) [73][1760/3757] lr: 6.545e-03 eta: 1 day, 5:30:45 time: 0.266 data_time: 0.003 memory: 5036 grad_norm: 6.9628 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8577 loss: 2.8577 2022/06/26 08:17:11 - mmengine - INFO - Epoch(train) [73][1780/3757] lr: 6.545e-03 eta: 1 day, 5:30:40 time: 0.247 data_time: 0.006 memory: 5036 grad_norm: 6.5636 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6042 loss: 2.6042 2022/06/26 08:17:16 - mmengine - INFO - Epoch(train) [73][1800/3757] lr: 6.545e-03 eta: 1 day, 5:30:35 time: 0.248 data_time: 0.009 memory: 5036 grad_norm: 7.3867 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2724 loss: 2.2724 2022/06/26 08:17:21 - mmengine - INFO - Epoch(train) [73][1820/3757] lr: 6.545e-03 eta: 1 day, 5:30:29 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 6.8245 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7809 loss: 2.7809 2022/06/26 08:17:27 - mmengine - INFO - Epoch(train) [73][1840/3757] lr: 6.545e-03 eta: 1 day, 5:30:24 time: 0.255 data_time: 0.004 memory: 5036 grad_norm: 7.6049 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.4486 loss: 2.4486 2022/06/26 08:17:32 - mmengine - INFO - Epoch(train) [73][1860/3757] lr: 6.545e-03 eta: 1 day, 5:30:19 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 5.9528 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1260 loss: 2.1260 2022/06/26 08:17:37 - mmengine - INFO - Epoch(train) [73][1880/3757] lr: 6.545e-03 eta: 1 day, 5:30:13 time: 0.255 data_time: 0.012 memory: 5036 grad_norm: 6.5613 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1566 loss: 2.1566 2022/06/26 08:17:42 - mmengine - INFO - Epoch(train) [73][1900/3757] lr: 6.545e-03 eta: 1 day, 5:30:08 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 6.6845 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.6458 loss: 2.6458 2022/06/26 08:17:47 - mmengine - INFO - Epoch(train) [73][1920/3757] lr: 6.545e-03 eta: 1 day, 5:30:03 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 6.5599 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7979 loss: 2.7979 2022/06/26 08:17:53 - mmengine - INFO - Epoch(train) [73][1940/3757] lr: 6.545e-03 eta: 1 day, 5:29:57 time: 0.255 data_time: 0.008 memory: 5036 grad_norm: 7.0579 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6008 loss: 2.6008 2022/06/26 08:17:58 - mmengine - INFO - Epoch(train) [73][1960/3757] lr: 6.545e-03 eta: 1 day, 5:29:52 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 6.7338 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8926 loss: 2.8926 2022/06/26 08:18:03 - mmengine - INFO - Epoch(train) [73][1980/3757] lr: 6.545e-03 eta: 1 day, 5:29:47 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 6.4220 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6000 loss: 2.6000 2022/06/26 08:18:09 - mmengine - INFO - Epoch(train) [73][2000/3757] lr: 6.545e-03 eta: 1 day, 5:29:42 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 6.8169 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.2881 loss: 2.2881 2022/06/26 08:18:14 - mmengine - INFO - Epoch(train) [73][2020/3757] lr: 6.545e-03 eta: 1 day, 5:29:36 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 7.8616 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.4514 loss: 2.4514 2022/06/26 08:18:19 - mmengine - INFO - Epoch(train) [73][2040/3757] lr: 6.545e-03 eta: 1 day, 5:29:31 time: 0.258 data_time: 0.013 memory: 5036 grad_norm: 8.2420 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5635 loss: 2.5635 2022/06/26 08:18:24 - mmengine - INFO - Epoch(train) [73][2060/3757] lr: 6.545e-03 eta: 1 day, 5:29:25 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 6.6295 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.4247 loss: 2.4247 2022/06/26 08:18:29 - mmengine - INFO - Epoch(train) [73][2080/3757] lr: 6.545e-03 eta: 1 day, 5:29:20 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 5.8047 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4910 loss: 2.4910 2022/06/26 08:18:35 - mmengine - INFO - Epoch(train) [73][2100/3757] lr: 6.545e-03 eta: 1 day, 5:29:15 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 5.5094 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7175 loss: 2.7175 2022/06/26 08:18:40 - mmengine - INFO - Epoch(train) [73][2120/3757] lr: 6.545e-03 eta: 1 day, 5:29:09 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 7.9612 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8034 loss: 2.8034 2022/06/26 08:18:45 - mmengine - INFO - Epoch(train) [73][2140/3757] lr: 6.545e-03 eta: 1 day, 5:29:04 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 5.9818 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3247 loss: 2.3247 2022/06/26 08:18:50 - mmengine - INFO - Epoch(train) [73][2160/3757] lr: 6.545e-03 eta: 1 day, 5:28:59 time: 0.440 data_time: 0.003 memory: 5036 grad_norm: 6.0650 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5855 loss: 2.5855 2022/06/26 08:18:56 - mmengine - INFO - Epoch(train) [73][2180/3757] lr: 6.545e-03 eta: 1 day, 5:28:54 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 5.8210 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2946 loss: 2.2946 2022/06/26 08:19:01 - mmengine - INFO - Epoch(train) [73][2200/3757] lr: 6.545e-03 eta: 1 day, 5:28:48 time: 0.270 data_time: 0.006 memory: 5036 grad_norm: 7.4685 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8412 loss: 2.8412 2022/06/26 08:19:06 - mmengine - INFO - Epoch(train) [73][2220/3757] lr: 6.545e-03 eta: 1 day, 5:28:43 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 7.3019 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.6895 loss: 2.6895 2022/06/26 08:19:12 - mmengine - INFO - Epoch(train) [73][2240/3757] lr: 6.545e-03 eta: 1 day, 5:28:38 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 6.1096 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3538 loss: 2.3538 2022/06/26 08:19:17 - mmengine - INFO - Epoch(train) [73][2260/3757] lr: 6.545e-03 eta: 1 day, 5:28:33 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 6.8325 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.6668 loss: 2.6668 2022/06/26 08:19:22 - mmengine - INFO - Epoch(train) [73][2280/3757] lr: 6.545e-03 eta: 1 day, 5:28:28 time: 0.256 data_time: 0.012 memory: 5036 grad_norm: 6.4134 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3261 loss: 2.3261 2022/06/26 08:19:27 - mmengine - INFO - Epoch(train) [73][2300/3757] lr: 6.545e-03 eta: 1 day, 5:28:22 time: 0.274 data_time: 0.006 memory: 5036 grad_norm: 6.2558 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.1312 loss: 2.1312 2022/06/26 08:19:33 - mmengine - INFO - Epoch(train) [73][2320/3757] lr: 6.545e-03 eta: 1 day, 5:28:17 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 6.8493 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1869 loss: 2.1869 2022/06/26 08:19:38 - mmengine - INFO - Epoch(train) [73][2340/3757] lr: 6.545e-03 eta: 1 day, 5:28:12 time: 0.251 data_time: 0.007 memory: 5036 grad_norm: 7.2931 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5393 loss: 2.5393 2022/06/26 08:19:43 - mmengine - INFO - Epoch(train) [73][2360/3757] lr: 6.545e-03 eta: 1 day, 5:28:07 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 7.1321 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4203 loss: 2.4203 2022/06/26 08:19:48 - mmengine - INFO - Epoch(train) [73][2380/3757] lr: 6.545e-03 eta: 1 day, 5:28:01 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 6.9457 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2090 loss: 2.2090 2022/06/26 08:19:54 - mmengine - INFO - Epoch(train) [73][2400/3757] lr: 6.545e-03 eta: 1 day, 5:27:56 time: 0.255 data_time: 0.008 memory: 5036 grad_norm: 7.8890 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.6230 loss: 2.6230 2022/06/26 08:19:59 - mmengine - INFO - Epoch(train) [73][2420/3757] lr: 6.545e-03 eta: 1 day, 5:27:50 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 6.0989 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.5058 loss: 2.5058 2022/06/26 08:20:04 - mmengine - INFO - Epoch(train) [73][2440/3757] lr: 6.545e-03 eta: 1 day, 5:27:45 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 6.6711 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.6383 loss: 2.6383 2022/06/26 08:20:09 - mmengine - INFO - Epoch(train) [73][2460/3757] lr: 6.545e-03 eta: 1 day, 5:27:39 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 6.7454 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6631 loss: 2.6631 2022/06/26 08:20:14 - mmengine - INFO - Epoch(train) [73][2480/3757] lr: 6.545e-03 eta: 1 day, 5:27:34 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 7.9942 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8419 loss: 2.8419 2022/06/26 08:20:18 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 08:20:19 - mmengine - INFO - Epoch(train) [73][2500/3757] lr: 6.545e-03 eta: 1 day, 5:27:29 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 6.6273 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.9541 loss: 1.9541 2022/06/26 08:20:25 - mmengine - INFO - Epoch(train) [73][2520/3757] lr: 6.545e-03 eta: 1 day, 5:27:23 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 6.6418 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1148 loss: 2.1148 2022/06/26 08:20:30 - mmengine - INFO - Epoch(train) [73][2540/3757] lr: 6.545e-03 eta: 1 day, 5:27:18 time: 0.250 data_time: 0.009 memory: 5036 grad_norm: 6.4941 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7873 loss: 2.7873 2022/06/26 08:20:35 - mmengine - INFO - Epoch(train) [73][2560/3757] lr: 6.545e-03 eta: 1 day, 5:27:13 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 6.4937 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2018 loss: 2.2018 2022/06/26 08:20:41 - mmengine - INFO - Epoch(train) [73][2580/3757] lr: 6.545e-03 eta: 1 day, 5:27:08 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 7.1021 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9754 loss: 2.9754 2022/06/26 08:20:46 - mmengine - INFO - Epoch(train) [73][2600/3757] lr: 6.545e-03 eta: 1 day, 5:27:02 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 6.5042 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.9154 loss: 2.9154 2022/06/26 08:20:51 - mmengine - INFO - Epoch(train) [73][2620/3757] lr: 6.545e-03 eta: 1 day, 5:26:58 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 7.9527 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.7682 loss: 2.7682 2022/06/26 08:20:57 - mmengine - INFO - Epoch(train) [73][2640/3757] lr: 6.545e-03 eta: 1 day, 5:26:52 time: 0.258 data_time: 0.004 memory: 5036 grad_norm: 5.6458 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.6355 loss: 2.6355 2022/06/26 08:21:02 - mmengine - INFO - Epoch(train) [73][2660/3757] lr: 6.545e-03 eta: 1 day, 5:26:47 time: 0.249 data_time: 0.007 memory: 5036 grad_norm: 6.7576 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.2111 loss: 2.2111 2022/06/26 08:21:07 - mmengine - INFO - Epoch(train) [73][2680/3757] lr: 6.545e-03 eta: 1 day, 5:26:41 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 6.2714 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.3083 loss: 2.3083 2022/06/26 08:21:12 - mmengine - INFO - Epoch(train) [73][2700/3757] lr: 6.545e-03 eta: 1 day, 5:26:36 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 5.8255 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3979 loss: 2.3979 2022/06/26 08:21:17 - mmengine - INFO - Epoch(train) [73][2720/3757] lr: 6.545e-03 eta: 1 day, 5:26:31 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 6.6705 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.3786 loss: 2.3786 2022/06/26 08:21:23 - mmengine - INFO - Epoch(train) [73][2740/3757] lr: 6.545e-03 eta: 1 day, 5:26:25 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 6.9498 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.8749 loss: 2.8749 2022/06/26 08:21:28 - mmengine - INFO - Epoch(train) [73][2760/3757] lr: 6.545e-03 eta: 1 day, 5:26:20 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 6.9044 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.4489 loss: 2.4489 2022/06/26 08:21:33 - mmengine - INFO - Epoch(train) [73][2780/3757] lr: 6.545e-03 eta: 1 day, 5:26:15 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 7.6431 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0781 loss: 3.0781 2022/06/26 08:21:38 - mmengine - INFO - Epoch(train) [73][2800/3757] lr: 6.545e-03 eta: 1 day, 5:26:09 time: 0.253 data_time: 0.015 memory: 5036 grad_norm: 7.9045 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.3930 loss: 2.3930 2022/06/26 08:21:44 - mmengine - INFO - Epoch(train) [73][2820/3757] lr: 6.545e-03 eta: 1 day, 5:26:04 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 6.9736 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1859 loss: 2.1859 2022/06/26 08:21:49 - mmengine - INFO - Epoch(train) [73][2840/3757] lr: 6.545e-03 eta: 1 day, 5:25:59 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 7.6990 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7071 loss: 2.7071 2022/06/26 08:21:54 - mmengine - INFO - Epoch(train) [73][2860/3757] lr: 6.545e-03 eta: 1 day, 5:25:54 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.2743 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7032 loss: 2.7032 2022/06/26 08:22:00 - mmengine - INFO - Epoch(train) [73][2880/3757] lr: 6.545e-03 eta: 1 day, 5:25:48 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 6.9398 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.2105 loss: 2.2105 2022/06/26 08:22:05 - mmengine - INFO - Epoch(train) [73][2900/3757] lr: 6.545e-03 eta: 1 day, 5:25:43 time: 0.262 data_time: 0.008 memory: 5036 grad_norm: 6.3921 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.1886 loss: 2.1886 2022/06/26 08:22:10 - mmengine - INFO - Epoch(train) [73][2920/3757] lr: 6.545e-03 eta: 1 day, 5:25:38 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 5.8822 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4616 loss: 2.4616 2022/06/26 08:22:15 - mmengine - INFO - Epoch(train) [73][2940/3757] lr: 6.545e-03 eta: 1 day, 5:25:33 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 5.9726 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.6693 loss: 2.6693 2022/06/26 08:22:21 - mmengine - INFO - Epoch(train) [73][2960/3757] lr: 6.545e-03 eta: 1 day, 5:25:27 time: 0.318 data_time: 0.045 memory: 5036 grad_norm: 6.4021 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.3778 loss: 2.3778 2022/06/26 08:22:26 - mmengine - INFO - Epoch(train) [73][2980/3757] lr: 6.545e-03 eta: 1 day, 5:25:22 time: 0.251 data_time: 0.007 memory: 5036 grad_norm: 6.7123 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0612 loss: 3.0612 2022/06/26 08:22:31 - mmengine - INFO - Epoch(train) [73][3000/3757] lr: 6.545e-03 eta: 1 day, 5:25:16 time: 0.250 data_time: 0.005 memory: 5036 grad_norm: 5.5288 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4391 loss: 2.4391 2022/06/26 08:22:36 - mmengine - INFO - Epoch(train) [73][3020/3757] lr: 6.545e-03 eta: 1 day, 5:25:11 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.4145 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.7801 loss: 2.7801 2022/06/26 08:22:41 - mmengine - INFO - Epoch(train) [73][3040/3757] lr: 6.545e-03 eta: 1 day, 5:25:06 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 6.9612 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.7937 loss: 2.7937 2022/06/26 08:22:46 - mmengine - INFO - Epoch(train) [73][3060/3757] lr: 6.545e-03 eta: 1 day, 5:25:00 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 6.5075 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.5250 loss: 2.5250 2022/06/26 08:22:52 - mmengine - INFO - Epoch(train) [73][3080/3757] lr: 6.545e-03 eta: 1 day, 5:24:55 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 6.1903 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5370 loss: 2.5370 2022/06/26 08:22:57 - mmengine - INFO - Epoch(train) [73][3100/3757] lr: 6.545e-03 eta: 1 day, 5:24:49 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 6.9818 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4794 loss: 2.4794 2022/06/26 08:23:02 - mmengine - INFO - Epoch(train) [73][3120/3757] lr: 6.545e-03 eta: 1 day, 5:24:44 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 6.3786 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.4417 loss: 2.4417 2022/06/26 08:23:07 - mmengine - INFO - Epoch(train) [73][3140/3757] lr: 6.545e-03 eta: 1 day, 5:24:39 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 6.8386 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.8981 loss: 2.8981 2022/06/26 08:23:12 - mmengine - INFO - Epoch(train) [73][3160/3757] lr: 6.545e-03 eta: 1 day, 5:24:33 time: 0.251 data_time: 0.009 memory: 5036 grad_norm: 6.0466 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.4151 loss: 2.4151 2022/06/26 08:23:17 - mmengine - INFO - Epoch(train) [73][3180/3757] lr: 6.545e-03 eta: 1 day, 5:24:28 time: 0.250 data_time: 0.008 memory: 5036 grad_norm: 6.3036 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.9603 loss: 2.9603 2022/06/26 08:23:23 - mmengine - INFO - Epoch(train) [73][3200/3757] lr: 6.545e-03 eta: 1 day, 5:24:23 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 6.1610 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8840 loss: 2.8840 2022/06/26 08:23:28 - mmengine - INFO - Epoch(train) [73][3220/3757] lr: 6.545e-03 eta: 1 day, 5:24:17 time: 0.255 data_time: 0.008 memory: 5036 grad_norm: 6.2375 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.9782 loss: 2.9782 2022/06/26 08:23:33 - mmengine - INFO - Epoch(train) [73][3240/3757] lr: 6.545e-03 eta: 1 day, 5:24:12 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 6.6551 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.7663 loss: 2.7663 2022/06/26 08:23:38 - mmengine - INFO - Epoch(train) [73][3260/3757] lr: 6.545e-03 eta: 1 day, 5:24:07 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 7.4518 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.7207 loss: 2.7207 2022/06/26 08:23:44 - mmengine - INFO - Epoch(train) [73][3280/3757] lr: 6.545e-03 eta: 1 day, 5:24:01 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 6.5089 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6591 loss: 2.6591 2022/06/26 08:23:49 - mmengine - INFO - Epoch(train) [73][3300/3757] lr: 6.545e-03 eta: 1 day, 5:23:56 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 6.2650 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3754 loss: 2.3754 2022/06/26 08:23:54 - mmengine - INFO - Epoch(train) [73][3320/3757] lr: 6.545e-03 eta: 1 day, 5:23:51 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 6.8104 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2008 loss: 2.2008 2022/06/26 08:23:59 - mmengine - INFO - Epoch(train) [73][3340/3757] lr: 6.545e-03 eta: 1 day, 5:23:45 time: 0.266 data_time: 0.008 memory: 5036 grad_norm: 6.4376 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.7448 loss: 2.7448 2022/06/26 08:24:05 - mmengine - INFO - Epoch(train) [73][3360/3757] lr: 6.545e-03 eta: 1 day, 5:23:40 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 8.2223 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6449 loss: 2.6449 2022/06/26 08:24:10 - mmengine - INFO - Epoch(train) [73][3380/3757] lr: 6.545e-03 eta: 1 day, 5:23:35 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 6.0214 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.5714 loss: 2.5714 2022/06/26 08:24:15 - mmengine - INFO - Epoch(train) [73][3400/3757] lr: 6.545e-03 eta: 1 day, 5:23:29 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 5.8018 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.4629 loss: 2.4629 2022/06/26 08:24:20 - mmengine - INFO - Epoch(train) [73][3420/3757] lr: 6.545e-03 eta: 1 day, 5:23:24 time: 0.291 data_time: 0.015 memory: 5036 grad_norm: 5.8577 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.8149 loss: 2.8149 2022/06/26 08:24:26 - mmengine - INFO - Epoch(train) [73][3440/3757] lr: 6.545e-03 eta: 1 day, 5:23:19 time: 0.259 data_time: 0.008 memory: 5036 grad_norm: 5.6049 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.2775 loss: 2.2775 2022/06/26 08:24:31 - mmengine - INFO - Epoch(train) [73][3460/3757] lr: 6.545e-03 eta: 1 day, 5:23:13 time: 0.259 data_time: 0.017 memory: 5036 grad_norm: 6.4806 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.7152 loss: 2.7152 2022/06/26 08:24:36 - mmengine - INFO - Epoch(train) [73][3480/3757] lr: 6.545e-03 eta: 1 day, 5:23:08 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 7.1780 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.3819 loss: 2.3819 2022/06/26 08:24:40 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 08:24:41 - mmengine - INFO - Epoch(train) [73][3500/3757] lr: 6.545e-03 eta: 1 day, 5:23:03 time: 0.277 data_time: 0.011 memory: 5036 grad_norm: 6.1146 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5215 loss: 2.5215 2022/06/26 08:24:46 - mmengine - INFO - Epoch(train) [73][3520/3757] lr: 6.545e-03 eta: 1 day, 5:22:57 time: 0.248 data_time: 0.004 memory: 5036 grad_norm: 5.5285 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.4257 loss: 2.4257 2022/06/26 08:24:52 - mmengine - INFO - Epoch(train) [73][3540/3757] lr: 6.545e-03 eta: 1 day, 5:22:52 time: 0.251 data_time: 0.004 memory: 5036 grad_norm: 6.3286 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.4111 loss: 2.4111 2022/06/26 08:24:57 - mmengine - INFO - Epoch(train) [73][3560/3757] lr: 6.545e-03 eta: 1 day, 5:22:47 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 5.8972 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.0997 loss: 3.0997 2022/06/26 08:25:02 - mmengine - INFO - Epoch(train) [73][3580/3757] lr: 6.545e-03 eta: 1 day, 5:22:42 time: 0.264 data_time: 0.006 memory: 5036 grad_norm: 6.2423 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.8117 loss: 2.8117 2022/06/26 08:25:07 - mmengine - INFO - Epoch(train) [73][3600/3757] lr: 6.545e-03 eta: 1 day, 5:22:36 time: 0.258 data_time: 0.014 memory: 5036 grad_norm: 6.8506 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.9276 loss: 2.9276 2022/06/26 08:25:13 - mmengine - INFO - Epoch(train) [73][3620/3757] lr: 6.545e-03 eta: 1 day, 5:22:31 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 6.5782 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6563 loss: 2.6563 2022/06/26 08:25:18 - mmengine - INFO - Epoch(train) [73][3640/3757] lr: 6.545e-03 eta: 1 day, 5:22:26 time: 0.251 data_time: 0.004 memory: 5036 grad_norm: 6.1708 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8042 loss: 2.8042 2022/06/26 08:25:23 - mmengine - INFO - Epoch(train) [73][3660/3757] lr: 6.545e-03 eta: 1 day, 5:22:21 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 6.5184 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.8489 loss: 2.8489 2022/06/26 08:25:29 - mmengine - INFO - Epoch(train) [73][3680/3757] lr: 6.545e-03 eta: 1 day, 5:22:15 time: 0.259 data_time: 0.017 memory: 5036 grad_norm: 6.6423 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4305 loss: 2.4305 2022/06/26 08:25:34 - mmengine - INFO - Epoch(train) [73][3700/3757] lr: 6.545e-03 eta: 1 day, 5:22:10 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 6.7455 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6459 loss: 2.6459 2022/06/26 08:25:39 - mmengine - INFO - Epoch(train) [73][3720/3757] lr: 6.545e-03 eta: 1 day, 5:22:05 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.7504 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.4900 loss: 2.4900 2022/06/26 08:25:44 - mmengine - INFO - Epoch(train) [73][3740/3757] lr: 6.545e-03 eta: 1 day, 5:21:59 time: 0.245 data_time: 0.010 memory: 5036 grad_norm: 7.0055 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.8998 loss: 2.8998 2022/06/26 08:25:48 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 08:25:48 - mmengine - INFO - Saving checkpoint at 73 epochs 2022/06/26 08:26:02 - mmengine - INFO - Epoch(val) [73][20/310] eta: 0:01:42 time: 0.098 data_time: 0.001 memory: 5036 2022/06/26 08:26:06 - mmengine - INFO - Epoch(val) [73][40/310] eta: 0:01:32 time: 0.103 data_time: 0.002 memory: 1723 2022/06/26 08:26:11 - mmengine - INFO - Epoch(val) [73][60/310] eta: 0:00:27 time: 0.122 data_time: 0.020 memory: 1723 2022/06/26 08:26:15 - mmengine - INFO - Epoch(val) [73][80/310] eta: 0:00:24 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 08:26:23 - mmengine - INFO - Epoch(val) [73][100/310] eta: 0:01:17 time: 0.109 data_time: 0.002 memory: 1723 2022/06/26 08:26:27 - mmengine - INFO - Epoch(val) [73][120/310] eta: 0:01:08 time: 0.102 data_time: 0.001 memory: 1723 2022/06/26 08:26:32 - mmengine - INFO - Epoch(val) [73][140/310] eta: 0:00:21 time: 0.115 data_time: 0.013 memory: 1723 2022/06/26 08:26:37 - mmengine - INFO - Epoch(val) [73][160/310] eta: 0:00:15 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 08:26:44 - mmengine - INFO - Epoch(val) [73][180/310] eta: 0:00:45 time: 0.417 data_time: 0.310 memory: 1723 2022/06/26 08:26:48 - mmengine - INFO - Epoch(val) [73][200/310] eta: 0:00:36 time: 0.104 data_time: 0.002 memory: 1723 2022/06/26 08:26:53 - mmengine - INFO - Epoch(val) [73][220/310] eta: 0:00:19 time: 0.115 data_time: 0.008 memory: 1723 2022/06/26 08:26:58 - mmengine - INFO - Epoch(val) [73][240/310] eta: 0:00:07 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 08:27:05 - mmengine - INFO - Epoch(val) [73][260/310] eta: 0:00:18 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 08:27:09 - mmengine - INFO - Epoch(val) [73][280/310] eta: 0:00:08 time: 0.122 data_time: 0.002 memory: 1723 2022/06/26 08:27:11 - mmengine - INFO - Epoch(val) [73][300/310] eta: 0:00:01 time: 0.108 data_time: 0.001 memory: 1723 2022/06/26 08:27:13 - mmengine - INFO - Epoch(val) [73][310/310] acc/top1: 0.4911 acc/top5: 0.7420 acc/mean1: 0.4910 2022/06/26 08:27:23 - mmengine - INFO - Epoch(train) [74][20/3757] lr: 6.462e-03 eta: 1 day, 5:21:53 time: 0.275 data_time: 0.003 memory: 5036 grad_norm: 5.5431 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5569 loss: 2.5569 2022/06/26 08:27:28 - mmengine - INFO - Epoch(train) [74][40/3757] lr: 6.462e-03 eta: 1 day, 5:21:48 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 6.2673 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6388 loss: 2.6388 2022/06/26 08:27:33 - mmengine - INFO - Epoch(train) [74][60/3757] lr: 6.462e-03 eta: 1 day, 5:21:43 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 7.4561 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.7683 loss: 2.7683 2022/06/26 08:27:38 - mmengine - INFO - Epoch(train) [74][80/3757] lr: 6.462e-03 eta: 1 day, 5:21:37 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 7.4532 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6896 loss: 2.6896 2022/06/26 08:27:44 - mmengine - INFO - Epoch(train) [74][100/3757] lr: 6.462e-03 eta: 1 day, 5:21:32 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 6.4966 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2558 loss: 2.2558 2022/06/26 08:27:49 - mmengine - INFO - Epoch(train) [74][120/3757] lr: 6.462e-03 eta: 1 day, 5:21:27 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 6.3183 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6981 loss: 2.6981 2022/06/26 08:27:55 - mmengine - INFO - Epoch(train) [74][140/3757] lr: 6.462e-03 eta: 1 day, 5:21:22 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 6.6525 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4436 loss: 2.4436 2022/06/26 08:28:00 - mmengine - INFO - Epoch(train) [74][160/3757] lr: 6.462e-03 eta: 1 day, 5:21:17 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.9916 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0197 loss: 2.0197 2022/06/26 08:28:06 - mmengine - INFO - Epoch(train) [74][180/3757] lr: 6.462e-03 eta: 1 day, 5:21:12 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 5.9365 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.8148 loss: 2.8148 2022/06/26 08:28:11 - mmengine - INFO - Epoch(train) [74][200/3757] lr: 6.462e-03 eta: 1 day, 5:21:07 time: 0.326 data_time: 0.017 memory: 5036 grad_norm: 6.9447 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3299 loss: 2.3299 2022/06/26 08:28:16 - mmengine - INFO - Epoch(train) [74][220/3757] lr: 6.462e-03 eta: 1 day, 5:21:02 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 7.0221 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6581 loss: 2.6581 2022/06/26 08:28:21 - mmengine - INFO - Epoch(train) [74][240/3757] lr: 6.462e-03 eta: 1 day, 5:20:56 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 6.4842 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.8618 loss: 2.8618 2022/06/26 08:28:27 - mmengine - INFO - Epoch(train) [74][260/3757] lr: 6.462e-03 eta: 1 day, 5:20:51 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 7.0432 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.4935 loss: 2.4935 2022/06/26 08:28:32 - mmengine - INFO - Epoch(train) [74][280/3757] lr: 6.462e-03 eta: 1 day, 5:20:46 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 6.9111 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.5107 loss: 2.5107 2022/06/26 08:28:38 - mmengine - INFO - Epoch(train) [74][300/3757] lr: 6.462e-03 eta: 1 day, 5:20:41 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 5.8346 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.4592 loss: 2.4592 2022/06/26 08:28:43 - mmengine - INFO - Epoch(train) [74][320/3757] lr: 6.462e-03 eta: 1 day, 5:20:35 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 6.3651 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7023 loss: 2.7023 2022/06/26 08:28:48 - mmengine - INFO - Epoch(train) [74][340/3757] lr: 6.462e-03 eta: 1 day, 5:20:30 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 6.5410 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.6742 loss: 2.6742 2022/06/26 08:28:54 - mmengine - INFO - Epoch(train) [74][360/3757] lr: 6.462e-03 eta: 1 day, 5:20:25 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 6.9266 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.6863 loss: 2.6863 2022/06/26 08:28:59 - mmengine - INFO - Epoch(train) [74][380/3757] lr: 6.462e-03 eta: 1 day, 5:20:20 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 6.9578 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5694 loss: 2.5694 2022/06/26 08:29:04 - mmengine - INFO - Epoch(train) [74][400/3757] lr: 6.462e-03 eta: 1 day, 5:20:15 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 6.0817 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.2225 loss: 2.2225 2022/06/26 08:29:09 - mmengine - INFO - Epoch(train) [74][420/3757] lr: 6.462e-03 eta: 1 day, 5:20:09 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 5.6063 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8967 loss: 2.8967 2022/06/26 08:29:14 - mmengine - INFO - Epoch(train) [74][440/3757] lr: 6.462e-03 eta: 1 day, 5:20:04 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 7.5186 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.4882 loss: 2.4882 2022/06/26 08:29:20 - mmengine - INFO - Epoch(train) [74][460/3757] lr: 6.462e-03 eta: 1 day, 5:19:58 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 6.2756 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.6157 loss: 2.6157 2022/06/26 08:29:25 - mmengine - INFO - Epoch(train) [74][480/3757] lr: 6.462e-03 eta: 1 day, 5:19:53 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 6.8848 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3795 loss: 2.3795 2022/06/26 08:29:30 - mmengine - INFO - Epoch(train) [74][500/3757] lr: 6.462e-03 eta: 1 day, 5:19:48 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.0840 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3795 loss: 2.3795 2022/06/26 08:29:36 - mmengine - INFO - Epoch(train) [74][520/3757] lr: 6.462e-03 eta: 1 day, 5:19:43 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 6.4861 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8275 loss: 2.8275 2022/06/26 08:29:41 - mmengine - INFO - Epoch(train) [74][540/3757] lr: 6.462e-03 eta: 1 day, 5:19:37 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 6.3195 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6384 loss: 2.6384 2022/06/26 08:29:46 - mmengine - INFO - Epoch(train) [74][560/3757] lr: 6.462e-03 eta: 1 day, 5:19:32 time: 0.259 data_time: 0.011 memory: 5036 grad_norm: 6.7299 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.3437 loss: 2.3437 2022/06/26 08:29:51 - mmengine - INFO - Epoch(train) [74][580/3757] lr: 6.462e-03 eta: 1 day, 5:19:27 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 7.5581 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8232 loss: 2.8232 2022/06/26 08:29:56 - mmengine - INFO - Epoch(train) [74][600/3757] lr: 6.462e-03 eta: 1 day, 5:19:21 time: 0.251 data_time: 0.012 memory: 5036 grad_norm: 5.1166 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0920 loss: 2.0920 2022/06/26 08:30:02 - mmengine - INFO - Epoch(train) [74][620/3757] lr: 6.462e-03 eta: 1 day, 5:19:16 time: 0.252 data_time: 0.005 memory: 5036 grad_norm: 6.6903 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1067 loss: 3.1067 2022/06/26 08:30:07 - mmengine - INFO - Epoch(train) [74][640/3757] lr: 6.462e-03 eta: 1 day, 5:19:11 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 5.9795 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9907 loss: 1.9907 2022/06/26 08:30:12 - mmengine - INFO - Epoch(train) [74][660/3757] lr: 6.462e-03 eta: 1 day, 5:19:05 time: 0.245 data_time: 0.003 memory: 5036 grad_norm: 7.5084 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3249 loss: 2.3249 2022/06/26 08:30:17 - mmengine - INFO - Epoch(train) [74][680/3757] lr: 6.462e-03 eta: 1 day, 5:19:00 time: 0.262 data_time: 0.008 memory: 5036 grad_norm: 6.8025 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.5717 loss: 2.5717 2022/06/26 08:30:22 - mmengine - INFO - Epoch(train) [74][700/3757] lr: 6.462e-03 eta: 1 day, 5:18:54 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 6.3152 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9721 loss: 2.9721 2022/06/26 08:30:27 - mmengine - INFO - Epoch(train) [74][720/3757] lr: 6.462e-03 eta: 1 day, 5:18:49 time: 0.247 data_time: 0.008 memory: 5036 grad_norm: 6.9981 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.6665 loss: 2.6665 2022/06/26 08:30:33 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 08:30:33 - mmengine - INFO - Epoch(train) [74][740/3757] lr: 6.462e-03 eta: 1 day, 5:18:44 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 6.2349 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.8971 loss: 2.8971 2022/06/26 08:30:38 - mmengine - INFO - Epoch(train) [74][760/3757] lr: 6.462e-03 eta: 1 day, 5:18:38 time: 0.256 data_time: 0.015 memory: 5036 grad_norm: 6.2323 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 1.9866 loss: 1.9866 2022/06/26 08:30:43 - mmengine - INFO - Epoch(train) [74][780/3757] lr: 6.462e-03 eta: 1 day, 5:18:33 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 6.4866 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.4814 loss: 2.4814 2022/06/26 08:30:48 - mmengine - INFO - Epoch(train) [74][800/3757] lr: 6.462e-03 eta: 1 day, 5:18:28 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 6.2204 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4815 loss: 2.4815 2022/06/26 08:30:54 - mmengine - INFO - Epoch(train) [74][820/3757] lr: 6.462e-03 eta: 1 day, 5:18:23 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 6.9824 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6369 loss: 2.6369 2022/06/26 08:30:59 - mmengine - INFO - Epoch(train) [74][840/3757] lr: 6.462e-03 eta: 1 day, 5:18:17 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 7.1561 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6562 loss: 2.6562 2022/06/26 08:31:04 - mmengine - INFO - Epoch(train) [74][860/3757] lr: 6.462e-03 eta: 1 day, 5:18:12 time: 0.274 data_time: 0.028 memory: 5036 grad_norm: 6.7297 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7485 loss: 2.7485 2022/06/26 08:31:09 - mmengine - INFO - Epoch(train) [74][880/3757] lr: 6.462e-03 eta: 1 day, 5:18:07 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 5.5626 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.7726 loss: 2.7726 2022/06/26 08:31:15 - mmengine - INFO - Epoch(train) [74][900/3757] lr: 6.462e-03 eta: 1 day, 5:18:02 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 7.3514 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.3421 loss: 2.3421 2022/06/26 08:31:20 - mmengine - INFO - Epoch(train) [74][920/3757] lr: 6.462e-03 eta: 1 day, 5:17:56 time: 0.249 data_time: 0.009 memory: 5036 grad_norm: 6.4168 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5568 loss: 2.5568 2022/06/26 08:31:26 - mmengine - INFO - Epoch(train) [74][940/3757] lr: 6.462e-03 eta: 1 day, 5:17:51 time: 0.273 data_time: 0.034 memory: 5036 grad_norm: 7.3787 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.6035 loss: 2.6035 2022/06/26 08:31:31 - mmengine - INFO - Epoch(train) [74][960/3757] lr: 6.462e-03 eta: 1 day, 5:17:46 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 6.4981 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.8760 loss: 2.8760 2022/06/26 08:31:36 - mmengine - INFO - Epoch(train) [74][980/3757] lr: 6.462e-03 eta: 1 day, 5:17:41 time: 0.268 data_time: 0.003 memory: 5036 grad_norm: 6.4202 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6794 loss: 2.6794 2022/06/26 08:31:41 - mmengine - INFO - Epoch(train) [74][1000/3757] lr: 6.462e-03 eta: 1 day, 5:17:36 time: 0.284 data_time: 0.028 memory: 5036 grad_norm: 6.1097 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4196 loss: 2.4196 2022/06/26 08:31:47 - mmengine - INFO - Epoch(train) [74][1020/3757] lr: 6.462e-03 eta: 1 day, 5:17:30 time: 0.277 data_time: 0.037 memory: 5036 grad_norm: 6.9103 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0296 loss: 2.0296 2022/06/26 08:31:52 - mmengine - INFO - Epoch(train) [74][1040/3757] lr: 6.462e-03 eta: 1 day, 5:17:25 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 6.3317 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4674 loss: 2.4674 2022/06/26 08:31:57 - mmengine - INFO - Epoch(train) [74][1060/3757] lr: 6.462e-03 eta: 1 day, 5:17:20 time: 0.269 data_time: 0.002 memory: 5036 grad_norm: 5.7909 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.5855 loss: 2.5855 2022/06/26 08:32:03 - mmengine - INFO - Epoch(train) [74][1080/3757] lr: 6.462e-03 eta: 1 day, 5:17:15 time: 0.279 data_time: 0.010 memory: 5036 grad_norm: 7.3998 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3460 loss: 2.3460 2022/06/26 08:32:08 - mmengine - INFO - Epoch(train) [74][1100/3757] lr: 6.462e-03 eta: 1 day, 5:17:10 time: 0.276 data_time: 0.030 memory: 5036 grad_norm: 6.3684 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.1246 loss: 2.1246 2022/06/26 08:32:14 - mmengine - INFO - Epoch(train) [74][1120/3757] lr: 6.462e-03 eta: 1 day, 5:17:05 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.2735 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.4626 loss: 2.4626 2022/06/26 08:32:19 - mmengine - INFO - Epoch(train) [74][1140/3757] lr: 6.462e-03 eta: 1 day, 5:17:00 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 7.2289 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3345 loss: 2.3345 2022/06/26 08:32:24 - mmengine - INFO - Epoch(train) [74][1160/3757] lr: 6.462e-03 eta: 1 day, 5:16:54 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 6.3760 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6933 loss: 2.6933 2022/06/26 08:32:29 - mmengine - INFO - Epoch(train) [74][1180/3757] lr: 6.462e-03 eta: 1 day, 5:16:49 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 6.9069 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 2.8377 loss: 2.8377 2022/06/26 08:32:35 - mmengine - INFO - Epoch(train) [74][1200/3757] lr: 6.462e-03 eta: 1 day, 5:16:44 time: 0.258 data_time: 0.005 memory: 5036 grad_norm: 6.7619 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.2415 loss: 2.2415 2022/06/26 08:32:40 - mmengine - INFO - Epoch(train) [74][1220/3757] lr: 6.462e-03 eta: 1 day, 5:16:38 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 6.8002 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.7742 loss: 2.7742 2022/06/26 08:32:45 - mmengine - INFO - Epoch(train) [74][1240/3757] lr: 6.462e-03 eta: 1 day, 5:16:33 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 6.9114 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.0782 loss: 2.0782 2022/06/26 08:32:50 - mmengine - INFO - Epoch(train) [74][1260/3757] lr: 6.462e-03 eta: 1 day, 5:16:27 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 6.3057 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.7458 loss: 2.7458 2022/06/26 08:32:55 - mmengine - INFO - Epoch(train) [74][1280/3757] lr: 6.462e-03 eta: 1 day, 5:16:22 time: 0.271 data_time: 0.017 memory: 5036 grad_norm: 6.5655 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.1608 loss: 2.1608 2022/06/26 08:33:00 - mmengine - INFO - Epoch(train) [74][1300/3757] lr: 6.462e-03 eta: 1 day, 5:16:16 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.7135 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2497 loss: 2.2497 2022/06/26 08:33:06 - mmengine - INFO - Epoch(train) [74][1320/3757] lr: 6.462e-03 eta: 1 day, 5:16:11 time: 0.254 data_time: 0.010 memory: 5036 grad_norm: 7.6109 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.9983 loss: 2.9983 2022/06/26 08:33:11 - mmengine - INFO - Epoch(train) [74][1340/3757] lr: 6.462e-03 eta: 1 day, 5:16:06 time: 0.250 data_time: 0.008 memory: 5036 grad_norm: 5.8620 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.6394 loss: 2.6394 2022/06/26 08:33:16 - mmengine - INFO - Epoch(train) [74][1360/3757] lr: 6.462e-03 eta: 1 day, 5:16:00 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 5.7463 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2698 loss: 2.2698 2022/06/26 08:33:21 - mmengine - INFO - Epoch(train) [74][1380/3757] lr: 6.462e-03 eta: 1 day, 5:15:55 time: 0.253 data_time: 0.010 memory: 5036 grad_norm: 6.1281 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.7572 loss: 2.7572 2022/06/26 08:33:26 - mmengine - INFO - Epoch(train) [74][1400/3757] lr: 6.462e-03 eta: 1 day, 5:15:50 time: 0.253 data_time: 0.010 memory: 5036 grad_norm: 7.3594 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8173 loss: 2.8173 2022/06/26 08:33:32 - mmengine - INFO - Epoch(train) [74][1420/3757] lr: 6.462e-03 eta: 1 day, 5:15:44 time: 0.436 data_time: 0.006 memory: 5036 grad_norm: 6.6704 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.4773 loss: 2.4773 2022/06/26 08:33:37 - mmengine - INFO - Epoch(train) [74][1440/3757] lr: 6.462e-03 eta: 1 day, 5:15:39 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 5.5782 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3766 loss: 2.3766 2022/06/26 08:33:42 - mmengine - INFO - Epoch(train) [74][1460/3757] lr: 6.462e-03 eta: 1 day, 5:15:34 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 7.3318 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5158 loss: 2.5158 2022/06/26 08:33:48 - mmengine - INFO - Epoch(train) [74][1480/3757] lr: 6.462e-03 eta: 1 day, 5:15:29 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 6.7712 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3406 loss: 2.3406 2022/06/26 08:33:53 - mmengine - INFO - Epoch(train) [74][1500/3757] lr: 6.462e-03 eta: 1 day, 5:15:24 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 6.7701 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4403 loss: 2.4403 2022/06/26 08:33:58 - mmengine - INFO - Epoch(train) [74][1520/3757] lr: 6.462e-03 eta: 1 day, 5:15:18 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.8341 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4635 loss: 2.4635 2022/06/26 08:34:04 - mmengine - INFO - Epoch(train) [74][1540/3757] lr: 6.462e-03 eta: 1 day, 5:15:13 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 5.0397 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.5883 loss: 2.5883 2022/06/26 08:34:09 - mmengine - INFO - Epoch(train) [74][1560/3757] lr: 6.462e-03 eta: 1 day, 5:15:08 time: 0.254 data_time: 0.004 memory: 5036 grad_norm: 7.7670 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.4698 loss: 2.4698 2022/06/26 08:34:14 - mmengine - INFO - Epoch(train) [74][1580/3757] lr: 6.462e-03 eta: 1 day, 5:15:02 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 6.3516 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.3088 loss: 2.3088 2022/06/26 08:34:19 - mmengine - INFO - Epoch(train) [74][1600/3757] lr: 6.462e-03 eta: 1 day, 5:14:57 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 7.0297 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1175 loss: 2.1175 2022/06/26 08:34:24 - mmengine - INFO - Epoch(train) [74][1620/3757] lr: 6.462e-03 eta: 1 day, 5:14:52 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 7.4734 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5061 loss: 2.5061 2022/06/26 08:34:29 - mmengine - INFO - Epoch(train) [74][1640/3757] lr: 6.462e-03 eta: 1 day, 5:14:46 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 6.5436 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.3753 loss: 2.3753 2022/06/26 08:34:35 - mmengine - INFO - Epoch(train) [74][1660/3757] lr: 6.462e-03 eta: 1 day, 5:14:41 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 6.9276 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8620 loss: 2.8620 2022/06/26 08:34:40 - mmengine - INFO - Epoch(train) [74][1680/3757] lr: 6.462e-03 eta: 1 day, 5:14:36 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 7.2635 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5904 loss: 2.5904 2022/06/26 08:34:45 - mmengine - INFO - Epoch(train) [74][1700/3757] lr: 6.462e-03 eta: 1 day, 5:14:30 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 6.6929 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.5753 loss: 2.5753 2022/06/26 08:34:50 - mmengine - INFO - Epoch(train) [74][1720/3757] lr: 6.462e-03 eta: 1 day, 5:14:25 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 7.0277 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4390 loss: 2.4390 2022/06/26 08:34:56 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 08:34:56 - mmengine - INFO - Epoch(train) [74][1740/3757] lr: 6.462e-03 eta: 1 day, 5:14:20 time: 0.256 data_time: 0.010 memory: 5036 grad_norm: 6.7988 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9124 loss: 2.9124 2022/06/26 08:35:01 - mmengine - INFO - Epoch(train) [74][1760/3757] lr: 6.462e-03 eta: 1 day, 5:14:14 time: 0.259 data_time: 0.008 memory: 5036 grad_norm: 7.0836 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7598 loss: 2.7598 2022/06/26 08:35:06 - mmengine - INFO - Epoch(train) [74][1780/3757] lr: 6.462e-03 eta: 1 day, 5:14:09 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 6.4841 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.4371 loss: 2.4371 2022/06/26 08:35:11 - mmengine - INFO - Epoch(train) [74][1800/3757] lr: 6.462e-03 eta: 1 day, 5:14:04 time: 0.254 data_time: 0.016 memory: 5036 grad_norm: 5.6354 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.4246 loss: 2.4246 2022/06/26 08:35:17 - mmengine - INFO - Epoch(train) [74][1820/3757] lr: 6.462e-03 eta: 1 day, 5:13:58 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 6.4869 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5753 loss: 2.5753 2022/06/26 08:35:22 - mmengine - INFO - Epoch(train) [74][1840/3757] lr: 6.462e-03 eta: 1 day, 5:13:53 time: 0.277 data_time: 0.026 memory: 5036 grad_norm: 6.9170 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.3918 loss: 2.3918 2022/06/26 08:35:27 - mmengine - INFO - Epoch(train) [74][1860/3757] lr: 6.462e-03 eta: 1 day, 5:13:47 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 7.3217 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.7557 loss: 2.7557 2022/06/26 08:35:32 - mmengine - INFO - Epoch(train) [74][1880/3757] lr: 6.462e-03 eta: 1 day, 5:13:42 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 7.0860 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.6864 loss: 2.6864 2022/06/26 08:35:37 - mmengine - INFO - Epoch(train) [74][1900/3757] lr: 6.462e-03 eta: 1 day, 5:13:37 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 6.5304 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.2230 loss: 2.2230 2022/06/26 08:35:42 - mmengine - INFO - Epoch(train) [74][1920/3757] lr: 6.462e-03 eta: 1 day, 5:13:31 time: 0.251 data_time: 0.007 memory: 5036 grad_norm: 5.7285 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.8982 loss: 2.8982 2022/06/26 08:35:48 - mmengine - INFO - Epoch(train) [74][1940/3757] lr: 6.462e-03 eta: 1 day, 5:13:26 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 6.6799 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1459 loss: 2.1459 2022/06/26 08:35:53 - mmengine - INFO - Epoch(train) [74][1960/3757] lr: 6.462e-03 eta: 1 day, 5:13:21 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 5.7225 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6344 loss: 2.6344 2022/06/26 08:35:58 - mmengine - INFO - Epoch(train) [74][1980/3757] lr: 6.462e-03 eta: 1 day, 5:13:15 time: 0.269 data_time: 0.003 memory: 5036 grad_norm: 6.6111 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3833 loss: 2.3833 2022/06/26 08:36:03 - mmengine - INFO - Epoch(train) [74][2000/3757] lr: 6.462e-03 eta: 1 day, 5:13:10 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 6.4592 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.4379 loss: 2.4379 2022/06/26 08:36:09 - mmengine - INFO - Epoch(train) [74][2020/3757] lr: 6.462e-03 eta: 1 day, 5:13:05 time: 0.250 data_time: 0.013 memory: 5036 grad_norm: 5.9069 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8729 loss: 2.8729 2022/06/26 08:36:14 - mmengine - INFO - Epoch(train) [74][2040/3757] lr: 6.462e-03 eta: 1 day, 5:12:59 time: 0.267 data_time: 0.004 memory: 5036 grad_norm: 5.6951 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2957 loss: 2.2957 2022/06/26 08:36:19 - mmengine - INFO - Epoch(train) [74][2060/3757] lr: 6.462e-03 eta: 1 day, 5:12:54 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 7.3097 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3396 loss: 2.3396 2022/06/26 08:36:24 - mmengine - INFO - Epoch(train) [74][2080/3757] lr: 6.462e-03 eta: 1 day, 5:12:49 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 6.3829 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.4630 loss: 2.4630 2022/06/26 08:36:30 - mmengine - INFO - Epoch(train) [74][2100/3757] lr: 6.462e-03 eta: 1 day, 5:12:43 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 7.1242 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 3.0530 loss: 3.0530 2022/06/26 08:36:35 - mmengine - INFO - Epoch(train) [74][2120/3757] lr: 6.462e-03 eta: 1 day, 5:12:38 time: 0.269 data_time: 0.003 memory: 5036 grad_norm: 6.5032 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.4154 loss: 2.4154 2022/06/26 08:36:40 - mmengine - INFO - Epoch(train) [74][2140/3757] lr: 6.462e-03 eta: 1 day, 5:12:33 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 6.4949 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2536 loss: 2.2536 2022/06/26 08:36:46 - mmengine - INFO - Epoch(train) [74][2160/3757] lr: 6.462e-03 eta: 1 day, 5:12:28 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 6.1490 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.3468 loss: 2.3468 2022/06/26 08:36:51 - mmengine - INFO - Epoch(train) [74][2180/3757] lr: 6.462e-03 eta: 1 day, 5:12:23 time: 0.264 data_time: 0.017 memory: 5036 grad_norm: 7.0003 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.2986 loss: 2.2986 2022/06/26 08:36:56 - mmengine - INFO - Epoch(train) [74][2200/3757] lr: 6.462e-03 eta: 1 day, 5:12:18 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 6.9564 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9284 loss: 2.9284 2022/06/26 08:37:01 - mmengine - INFO - Epoch(train) [74][2220/3757] lr: 6.462e-03 eta: 1 day, 5:12:12 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 7.1091 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3517 loss: 2.3517 2022/06/26 08:37:07 - mmengine - INFO - Epoch(train) [74][2240/3757] lr: 6.462e-03 eta: 1 day, 5:12:07 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 5.9250 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2205 loss: 2.2205 2022/06/26 08:37:12 - mmengine - INFO - Epoch(train) [74][2260/3757] lr: 6.462e-03 eta: 1 day, 5:12:02 time: 0.268 data_time: 0.019 memory: 5036 grad_norm: 6.9640 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2424 loss: 2.2424 2022/06/26 08:37:17 - mmengine - INFO - Epoch(train) [74][2280/3757] lr: 6.462e-03 eta: 1 day, 5:11:56 time: 0.267 data_time: 0.003 memory: 5036 grad_norm: 5.9360 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.9428 loss: 2.9428 2022/06/26 08:37:22 - mmengine - INFO - Epoch(train) [74][2300/3757] lr: 6.462e-03 eta: 1 day, 5:11:51 time: 0.249 data_time: 0.007 memory: 5036 grad_norm: 6.3270 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6063 loss: 2.6063 2022/06/26 08:37:28 - mmengine - INFO - Epoch(train) [74][2320/3757] lr: 6.462e-03 eta: 1 day, 5:11:45 time: 0.254 data_time: 0.012 memory: 5036 grad_norm: 6.1507 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.6604 loss: 2.6604 2022/06/26 08:37:33 - mmengine - INFO - Epoch(train) [74][2340/3757] lr: 6.462e-03 eta: 1 day, 5:11:40 time: 0.265 data_time: 0.021 memory: 5036 grad_norm: 6.7322 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3193 loss: 2.3193 2022/06/26 08:37:38 - mmengine - INFO - Epoch(train) [74][2360/3757] lr: 6.462e-03 eta: 1 day, 5:11:35 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 6.3806 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9337 loss: 2.9337 2022/06/26 08:37:43 - mmengine - INFO - Epoch(train) [74][2380/3757] lr: 6.462e-03 eta: 1 day, 5:11:29 time: 0.245 data_time: 0.003 memory: 5036 grad_norm: 6.6169 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.3104 loss: 2.3104 2022/06/26 08:37:48 - mmengine - INFO - Epoch(train) [74][2400/3757] lr: 6.462e-03 eta: 1 day, 5:11:24 time: 0.257 data_time: 0.008 memory: 5036 grad_norm: 6.6672 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7764 loss: 2.7764 2022/06/26 08:37:54 - mmengine - INFO - Epoch(train) [74][2420/3757] lr: 6.462e-03 eta: 1 day, 5:11:19 time: 0.251 data_time: 0.008 memory: 5036 grad_norm: 7.5599 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.3911 loss: 2.3911 2022/06/26 08:37:59 - mmengine - INFO - Epoch(train) [74][2440/3757] lr: 6.462e-03 eta: 1 day, 5:11:13 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 6.2841 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7535 loss: 2.7535 2022/06/26 08:38:04 - mmengine - INFO - Epoch(train) [74][2460/3757] lr: 6.462e-03 eta: 1 day, 5:11:08 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 7.1179 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.7543 loss: 2.7543 2022/06/26 08:38:09 - mmengine - INFO - Epoch(train) [74][2480/3757] lr: 6.462e-03 eta: 1 day, 5:11:03 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 6.0247 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.4332 loss: 2.4332 2022/06/26 08:38:14 - mmengine - INFO - Epoch(train) [74][2500/3757] lr: 6.462e-03 eta: 1 day, 5:10:57 time: 0.264 data_time: 0.006 memory: 5036 grad_norm: 8.6602 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.6258 loss: 2.6258 2022/06/26 08:38:20 - mmengine - INFO - Epoch(train) [74][2520/3757] lr: 6.462e-03 eta: 1 day, 5:10:52 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 6.2999 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3814 loss: 2.3814 2022/06/26 08:38:25 - mmengine - INFO - Epoch(train) [74][2540/3757] lr: 6.462e-03 eta: 1 day, 5:10:47 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 7.3545 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6055 loss: 2.6055 2022/06/26 08:38:30 - mmengine - INFO - Epoch(train) [74][2560/3757] lr: 6.462e-03 eta: 1 day, 5:10:41 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 6.1566 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1849 loss: 2.1849 2022/06/26 08:38:35 - mmengine - INFO - Epoch(train) [74][2580/3757] lr: 6.462e-03 eta: 1 day, 5:10:36 time: 0.276 data_time: 0.003 memory: 5036 grad_norm: 5.7851 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9418 loss: 2.9418 2022/06/26 08:38:40 - mmengine - INFO - Epoch(train) [74][2600/3757] lr: 6.462e-03 eta: 1 day, 5:10:31 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 6.3125 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5566 loss: 2.5566 2022/06/26 08:38:46 - mmengine - INFO - Epoch(train) [74][2620/3757] lr: 6.462e-03 eta: 1 day, 5:10:25 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 6.6389 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6397 loss: 2.6397 2022/06/26 08:38:51 - mmengine - INFO - Epoch(train) [74][2640/3757] lr: 6.462e-03 eta: 1 day, 5:10:20 time: 0.259 data_time: 0.009 memory: 5036 grad_norm: 7.3749 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6152 loss: 2.6152 2022/06/26 08:38:56 - mmengine - INFO - Epoch(train) [74][2660/3757] lr: 6.462e-03 eta: 1 day, 5:10:15 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 6.1762 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4064 loss: 2.4064 2022/06/26 08:39:01 - mmengine - INFO - Epoch(train) [74][2680/3757] lr: 6.462e-03 eta: 1 day, 5:10:09 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 7.0159 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.3343 loss: 2.3343 2022/06/26 08:39:07 - mmengine - INFO - Epoch(train) [74][2700/3757] lr: 6.462e-03 eta: 1 day, 5:10:04 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 6.7398 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2921 loss: 2.2921 2022/06/26 08:39:12 - mmengine - INFO - Epoch(train) [74][2720/3757] lr: 6.462e-03 eta: 1 day, 5:09:59 time: 0.299 data_time: 0.009 memory: 5036 grad_norm: 6.6787 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.5546 loss: 2.5546 2022/06/26 08:39:17 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 08:39:17 - mmengine - INFO - Epoch(train) [74][2740/3757] lr: 6.462e-03 eta: 1 day, 5:09:54 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 5.5518 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5417 loss: 2.5417 2022/06/26 08:39:23 - mmengine - INFO - Epoch(train) [74][2760/3757] lr: 6.462e-03 eta: 1 day, 5:09:48 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 8.0932 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8518 loss: 2.8518 2022/06/26 08:39:28 - mmengine - INFO - Epoch(train) [74][2780/3757] lr: 6.462e-03 eta: 1 day, 5:09:43 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 6.3781 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.4873 loss: 2.4873 2022/06/26 08:39:33 - mmengine - INFO - Epoch(train) [74][2800/3757] lr: 6.462e-03 eta: 1 day, 5:09:38 time: 0.250 data_time: 0.011 memory: 5036 grad_norm: 6.7077 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.4085 loss: 2.4085 2022/06/26 08:39:38 - mmengine - INFO - Epoch(train) [74][2820/3757] lr: 6.462e-03 eta: 1 day, 5:09:32 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 5.9093 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1043 loss: 2.1043 2022/06/26 08:39:43 - mmengine - INFO - Epoch(train) [74][2840/3757] lr: 6.462e-03 eta: 1 day, 5:09:27 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 6.5972 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.6903 loss: 2.6903 2022/06/26 08:39:49 - mmengine - INFO - Epoch(train) [74][2860/3757] lr: 6.462e-03 eta: 1 day, 5:09:22 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 6.3986 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.3012 loss: 2.3012 2022/06/26 08:39:54 - mmengine - INFO - Epoch(train) [74][2880/3757] lr: 6.462e-03 eta: 1 day, 5:09:16 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 6.4554 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.8026 loss: 1.8026 2022/06/26 08:39:59 - mmengine - INFO - Epoch(train) [74][2900/3757] lr: 6.462e-03 eta: 1 day, 5:09:11 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 6.3431 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1973 loss: 2.1973 2022/06/26 08:40:04 - mmengine - INFO - Epoch(train) [74][2920/3757] lr: 6.462e-03 eta: 1 day, 5:09:06 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 6.3926 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4404 loss: 2.4404 2022/06/26 08:40:10 - mmengine - INFO - Epoch(train) [74][2940/3757] lr: 6.462e-03 eta: 1 day, 5:09:00 time: 0.247 data_time: 0.004 memory: 5036 grad_norm: 5.9107 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.7254 loss: 2.7254 2022/06/26 08:40:15 - mmengine - INFO - Epoch(train) [74][2960/3757] lr: 6.462e-03 eta: 1 day, 5:08:55 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 6.2443 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.7921 loss: 2.7921 2022/06/26 08:40:20 - mmengine - INFO - Epoch(train) [74][2980/3757] lr: 6.462e-03 eta: 1 day, 5:08:49 time: 0.260 data_time: 0.009 memory: 5036 grad_norm: 6.0586 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.4685 loss: 2.4685 2022/06/26 08:40:25 - mmengine - INFO - Epoch(train) [74][3000/3757] lr: 6.462e-03 eta: 1 day, 5:08:44 time: 0.257 data_time: 0.002 memory: 5036 grad_norm: 5.2042 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7342 loss: 2.7342 2022/06/26 08:40:30 - mmengine - INFO - Epoch(train) [74][3020/3757] lr: 6.462e-03 eta: 1 day, 5:08:39 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 6.4382 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.5516 loss: 2.5516 2022/06/26 08:40:36 - mmengine - INFO - Epoch(train) [74][3040/3757] lr: 6.462e-03 eta: 1 day, 5:08:34 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 6.5017 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.3174 loss: 2.3174 2022/06/26 08:40:41 - mmengine - INFO - Epoch(train) [74][3060/3757] lr: 6.462e-03 eta: 1 day, 5:08:28 time: 0.268 data_time: 0.006 memory: 5036 grad_norm: 6.0226 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0962 loss: 3.0962 2022/06/26 08:40:46 - mmengine - INFO - Epoch(train) [74][3080/3757] lr: 6.462e-03 eta: 1 day, 5:08:23 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 5.9094 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8381 loss: 2.8381 2022/06/26 08:40:51 - mmengine - INFO - Epoch(train) [74][3100/3757] lr: 6.462e-03 eta: 1 day, 5:08:18 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 6.0509 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1164 loss: 2.1164 2022/06/26 08:40:57 - mmengine - INFO - Epoch(train) [74][3120/3757] lr: 6.462e-03 eta: 1 day, 5:08:12 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 6.5184 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.5753 loss: 2.5753 2022/06/26 08:41:02 - mmengine - INFO - Epoch(train) [74][3140/3757] lr: 6.462e-03 eta: 1 day, 5:08:07 time: 0.300 data_time: 0.003 memory: 5036 grad_norm: 6.5305 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6857 loss: 2.6857 2022/06/26 08:41:07 - mmengine - INFO - Epoch(train) [74][3160/3757] lr: 6.462e-03 eta: 1 day, 5:08:02 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 6.0171 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.4914 loss: 2.4914 2022/06/26 08:41:12 - mmengine - INFO - Epoch(train) [74][3180/3757] lr: 6.462e-03 eta: 1 day, 5:07:57 time: 0.259 data_time: 0.004 memory: 5036 grad_norm: 7.4214 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.6773 loss: 2.6773 2022/06/26 08:41:18 - mmengine - INFO - Epoch(train) [74][3200/3757] lr: 6.462e-03 eta: 1 day, 5:07:51 time: 0.264 data_time: 0.009 memory: 5036 grad_norm: 6.9834 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.9547 loss: 2.9547 2022/06/26 08:41:23 - mmengine - INFO - Epoch(train) [74][3220/3757] lr: 6.462e-03 eta: 1 day, 5:07:46 time: 0.278 data_time: 0.007 memory: 5036 grad_norm: 6.0829 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5620 loss: 2.5620 2022/06/26 08:41:28 - mmengine - INFO - Epoch(train) [74][3240/3757] lr: 6.462e-03 eta: 1 day, 5:07:41 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 6.4351 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.8294 loss: 2.8294 2022/06/26 08:41:34 - mmengine - INFO - Epoch(train) [74][3260/3757] lr: 6.462e-03 eta: 1 day, 5:07:36 time: 0.267 data_time: 0.003 memory: 5036 grad_norm: 7.3189 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5250 loss: 2.5250 2022/06/26 08:41:39 - mmengine - INFO - Epoch(train) [74][3280/3757] lr: 6.462e-03 eta: 1 day, 5:07:30 time: 0.258 data_time: 0.008 memory: 5036 grad_norm: 6.2065 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5101 loss: 2.5101 2022/06/26 08:41:44 - mmengine - INFO - Epoch(train) [74][3300/3757] lr: 6.462e-03 eta: 1 day, 5:07:25 time: 0.278 data_time: 0.006 memory: 5036 grad_norm: 6.3780 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3588 loss: 2.3588 2022/06/26 08:41:49 - mmengine - INFO - Epoch(train) [74][3320/3757] lr: 6.462e-03 eta: 1 day, 5:07:20 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 6.6638 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.3493 loss: 2.3493 2022/06/26 08:41:55 - mmengine - INFO - Epoch(train) [74][3340/3757] lr: 6.462e-03 eta: 1 day, 5:07:15 time: 0.259 data_time: 0.012 memory: 5036 grad_norm: 5.9966 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3536 loss: 2.3536 2022/06/26 08:42:00 - mmengine - INFO - Epoch(train) [74][3360/3757] lr: 6.462e-03 eta: 1 day, 5:07:09 time: 0.261 data_time: 0.017 memory: 5036 grad_norm: 6.7078 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6600 loss: 2.6600 2022/06/26 08:42:05 - mmengine - INFO - Epoch(train) [74][3380/3757] lr: 6.462e-03 eta: 1 day, 5:07:04 time: 0.259 data_time: 0.012 memory: 5036 grad_norm: 7.2839 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.3221 loss: 2.3221 2022/06/26 08:42:10 - mmengine - INFO - Epoch(train) [74][3400/3757] lr: 6.462e-03 eta: 1 day, 5:06:58 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 5.8472 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.4658 loss: 2.4658 2022/06/26 08:42:16 - mmengine - INFO - Epoch(train) [74][3420/3757] lr: 6.462e-03 eta: 1 day, 5:06:53 time: 0.256 data_time: 0.008 memory: 5036 grad_norm: 7.0597 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7506 loss: 2.7506 2022/06/26 08:42:21 - mmengine - INFO - Epoch(train) [74][3440/3757] lr: 6.462e-03 eta: 1 day, 5:06:48 time: 0.253 data_time: 0.008 memory: 5036 grad_norm: 5.8419 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.2461 loss: 2.2461 2022/06/26 08:42:26 - mmengine - INFO - Epoch(train) [74][3460/3757] lr: 6.462e-03 eta: 1 day, 5:06:43 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 5.4760 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8063 loss: 1.8063 2022/06/26 08:42:31 - mmengine - INFO - Epoch(train) [74][3480/3757] lr: 6.462e-03 eta: 1 day, 5:06:37 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 6.1465 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6177 loss: 2.6177 2022/06/26 08:42:37 - mmengine - INFO - Epoch(train) [74][3500/3757] lr: 6.462e-03 eta: 1 day, 5:06:32 time: 0.262 data_time: 0.009 memory: 5036 grad_norm: 7.0243 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2359 loss: 2.2359 2022/06/26 08:42:42 - mmengine - INFO - Epoch(train) [74][3520/3757] lr: 6.462e-03 eta: 1 day, 5:06:27 time: 0.252 data_time: 0.012 memory: 5036 grad_norm: 7.1191 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3729 loss: 2.3729 2022/06/26 08:42:47 - mmengine - INFO - Epoch(train) [74][3540/3757] lr: 6.462e-03 eta: 1 day, 5:06:22 time: 0.260 data_time: 0.008 memory: 5036 grad_norm: 6.0341 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0611 loss: 2.0611 2022/06/26 08:42:52 - mmengine - INFO - Epoch(train) [74][3560/3757] lr: 6.462e-03 eta: 1 day, 5:06:16 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 7.0505 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5590 loss: 2.5590 2022/06/26 08:42:57 - mmengine - INFO - Epoch(train) [74][3580/3757] lr: 6.462e-03 eta: 1 day, 5:06:11 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 6.9682 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3953 loss: 2.3953 2022/06/26 08:43:03 - mmengine - INFO - Epoch(train) [74][3600/3757] lr: 6.462e-03 eta: 1 day, 5:06:05 time: 0.268 data_time: 0.003 memory: 5036 grad_norm: 6.1059 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3919 loss: 2.3919 2022/06/26 08:43:08 - mmengine - INFO - Epoch(train) [74][3620/3757] lr: 6.462e-03 eta: 1 day, 5:06:00 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 6.6909 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5685 loss: 2.5685 2022/06/26 08:43:13 - mmengine - INFO - Epoch(train) [74][3640/3757] lr: 6.462e-03 eta: 1 day, 5:05:55 time: 0.265 data_time: 0.006 memory: 5036 grad_norm: 6.9596 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.2595 loss: 2.2595 2022/06/26 08:43:18 - mmengine - INFO - Epoch(train) [74][3660/3757] lr: 6.462e-03 eta: 1 day, 5:05:50 time: 0.272 data_time: 0.003 memory: 5036 grad_norm: 7.2976 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.7929 loss: 2.7929 2022/06/26 08:43:24 - mmengine - INFO - Epoch(train) [74][3680/3757] lr: 6.462e-03 eta: 1 day, 5:05:44 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 6.9118 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.6030 loss: 2.6030 2022/06/26 08:43:29 - mmengine - INFO - Epoch(train) [74][3700/3757] lr: 6.462e-03 eta: 1 day, 5:05:39 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 6.6329 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.4329 loss: 2.4329 2022/06/26 08:43:34 - mmengine - INFO - Epoch(train) [74][3720/3757] lr: 6.462e-03 eta: 1 day, 5:05:33 time: 0.261 data_time: 0.016 memory: 5036 grad_norm: 7.6045 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8393 loss: 2.8393 2022/06/26 08:43:39 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 08:43:39 - mmengine - INFO - Epoch(train) [74][3740/3757] lr: 6.462e-03 eta: 1 day, 5:05:28 time: 0.236 data_time: 0.003 memory: 5036 grad_norm: 7.1433 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3832 loss: 2.3832 2022/06/26 08:43:43 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 08:43:43 - mmengine - INFO - Saving checkpoint at 74 epochs 2022/06/26 08:43:56 - mmengine - INFO - Epoch(val) [74][20/310] eta: 0:01:44 time: 0.103 data_time: 0.001 memory: 5036 2022/06/26 08:44:01 - mmengine - INFO - Epoch(val) [74][40/310] eta: 0:01:38 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 08:44:06 - mmengine - INFO - Epoch(val) [74][60/310] eta: 0:00:26 time: 0.109 data_time: 0.006 memory: 1723 2022/06/26 08:44:10 - mmengine - INFO - Epoch(val) [74][80/310] eta: 0:00:24 time: 0.109 data_time: 0.001 memory: 1723 2022/06/26 08:44:17 - mmengine - INFO - Epoch(val) [74][100/310] eta: 0:01:13 time: 0.104 data_time: 0.001 memory: 1723 2022/06/26 08:44:22 - mmengine - INFO - Epoch(val) [74][120/310] eta: 0:01:08 time: 0.118 data_time: 0.010 memory: 1723 2022/06/26 08:44:28 - mmengine - INFO - Epoch(val) [74][140/310] eta: 0:00:17 time: 0.109 data_time: 0.007 memory: 1723 2022/06/26 08:44:32 - mmengine - INFO - Epoch(val) [74][160/310] eta: 0:00:16 time: 0.108 data_time: 0.001 memory: 1723 2022/06/26 08:44:40 - mmengine - INFO - Epoch(val) [74][180/310] eta: 0:00:47 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 08:44:45 - mmengine - INFO - Epoch(val) [74][200/310] eta: 0:00:49 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 08:44:50 - mmengine - INFO - Epoch(val) [74][220/310] eta: 0:00:17 time: 0.960 data_time: 0.853 memory: 1723 2022/06/26 08:44:55 - mmengine - INFO - Epoch(val) [74][240/310] eta: 0:00:13 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 08:45:01 - mmengine - INFO - Epoch(val) [74][260/310] eta: 0:00:15 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 08:45:04 - mmengine - INFO - Epoch(val) [74][280/310] eta: 0:00:03 time: 0.119 data_time: 0.001 memory: 1723 2022/06/26 08:45:06 - mmengine - INFO - Epoch(val) [74][300/310] eta: 0:00:01 time: 0.108 data_time: 0.007 memory: 1723 2022/06/26 08:45:08 - mmengine - INFO - Epoch(val) [74][310/310] acc/top1: 0.4995 acc/top5: 0.7491 acc/mean1: 0.4993 2022/06/26 08:45:20 - mmengine - INFO - Epoch(train) [75][20/3757] lr: 6.378e-03 eta: 1 day, 5:05:24 time: 0.289 data_time: 0.003 memory: 5036 grad_norm: 6.0474 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.2435 loss: 2.2435 2022/06/26 08:45:25 - mmengine - INFO - Epoch(train) [75][40/3757] lr: 6.378e-03 eta: 1 day, 5:05:19 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 6.8155 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.4026 loss: 2.4026 2022/06/26 08:45:31 - mmengine - INFO - Epoch(train) [75][60/3757] lr: 6.378e-03 eta: 1 day, 5:05:14 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 6.3502 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.4429 loss: 2.4429 2022/06/26 08:45:36 - mmengine - INFO - Epoch(train) [75][80/3757] lr: 6.378e-03 eta: 1 day, 5:05:09 time: 0.257 data_time: 0.005 memory: 5036 grad_norm: 7.2979 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5950 loss: 2.5950 2022/06/26 08:45:41 - mmengine - INFO - Epoch(train) [75][100/3757] lr: 6.378e-03 eta: 1 day, 5:05:03 time: 0.259 data_time: 0.002 memory: 5036 grad_norm: 8.1756 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.4628 loss: 2.4628 2022/06/26 08:45:46 - mmengine - INFO - Epoch(train) [75][120/3757] lr: 6.378e-03 eta: 1 day, 5:04:58 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 7.0503 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.0364 loss: 3.0364 2022/06/26 08:45:51 - mmengine - INFO - Epoch(train) [75][140/3757] lr: 6.378e-03 eta: 1 day, 5:04:52 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 8.0293 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5088 loss: 2.5088 2022/06/26 08:45:57 - mmengine - INFO - Epoch(train) [75][160/3757] lr: 6.378e-03 eta: 1 day, 5:04:47 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 6.1430 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2691 loss: 2.2691 2022/06/26 08:46:02 - mmengine - INFO - Epoch(train) [75][180/3757] lr: 6.378e-03 eta: 1 day, 5:04:42 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 5.7277 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7803 loss: 2.7803 2022/06/26 08:46:07 - mmengine - INFO - Epoch(train) [75][200/3757] lr: 6.378e-03 eta: 1 day, 5:04:36 time: 0.249 data_time: 0.007 memory: 5036 grad_norm: 6.0860 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6506 loss: 2.6506 2022/06/26 08:46:12 - mmengine - INFO - Epoch(train) [75][220/3757] lr: 6.378e-03 eta: 1 day, 5:04:31 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 6.1276 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4203 loss: 2.4203 2022/06/26 08:46:17 - mmengine - INFO - Epoch(train) [75][240/3757] lr: 6.378e-03 eta: 1 day, 5:04:25 time: 0.255 data_time: 0.005 memory: 5036 grad_norm: 5.5452 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5509 loss: 2.5509 2022/06/26 08:46:23 - mmengine - INFO - Epoch(train) [75][260/3757] lr: 6.378e-03 eta: 1 day, 5:04:20 time: 0.265 data_time: 0.010 memory: 5036 grad_norm: 6.4302 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.5286 loss: 2.5286 2022/06/26 08:46:28 - mmengine - INFO - Epoch(train) [75][280/3757] lr: 6.378e-03 eta: 1 day, 5:04:15 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 6.9659 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3756 loss: 2.3756 2022/06/26 08:46:33 - mmengine - INFO - Epoch(train) [75][300/3757] lr: 6.378e-03 eta: 1 day, 5:04:09 time: 0.266 data_time: 0.021 memory: 5036 grad_norm: 6.8008 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2192 loss: 2.2192 2022/06/26 08:46:38 - mmengine - INFO - Epoch(train) [75][320/3757] lr: 6.378e-03 eta: 1 day, 5:04:04 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 7.4330 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2811 loss: 2.2811 2022/06/26 08:46:43 - mmengine - INFO - Epoch(train) [75][340/3757] lr: 6.378e-03 eta: 1 day, 5:03:59 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 6.1022 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0070 loss: 2.0070 2022/06/26 08:46:49 - mmengine - INFO - Epoch(train) [75][360/3757] lr: 6.378e-03 eta: 1 day, 5:03:53 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.0696 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.6769 loss: 2.6769 2022/06/26 08:46:54 - mmengine - INFO - Epoch(train) [75][380/3757] lr: 6.378e-03 eta: 1 day, 5:03:48 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 7.2910 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.5548 loss: 2.5548 2022/06/26 08:47:00 - mmengine - INFO - Epoch(train) [75][400/3757] lr: 6.378e-03 eta: 1 day, 5:03:44 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 6.8982 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3708 loss: 2.3708 2022/06/26 08:47:05 - mmengine - INFO - Epoch(train) [75][420/3757] lr: 6.378e-03 eta: 1 day, 5:03:39 time: 0.261 data_time: 0.002 memory: 5036 grad_norm: 6.9460 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.9094 loss: 2.9094 2022/06/26 08:47:11 - mmengine - INFO - Epoch(train) [75][440/3757] lr: 6.378e-03 eta: 1 day, 5:03:34 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 7.3512 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5105 loss: 2.5105 2022/06/26 08:47:17 - mmengine - INFO - Epoch(train) [75][460/3757] lr: 6.378e-03 eta: 1 day, 5:03:29 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 7.3628 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8831 loss: 2.8831 2022/06/26 08:47:22 - mmengine - INFO - Epoch(train) [75][480/3757] lr: 6.378e-03 eta: 1 day, 5:03:24 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 7.2638 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.4935 loss: 2.4935 2022/06/26 08:47:27 - mmengine - INFO - Epoch(train) [75][500/3757] lr: 6.378e-03 eta: 1 day, 5:03:19 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 6.6811 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.8778 loss: 2.8778 2022/06/26 08:47:32 - mmengine - INFO - Epoch(train) [75][520/3757] lr: 6.378e-03 eta: 1 day, 5:03:13 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 6.9835 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3856 loss: 2.3856 2022/06/26 08:47:37 - mmengine - INFO - Epoch(train) [75][540/3757] lr: 6.378e-03 eta: 1 day, 5:03:08 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 6.1806 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.2797 loss: 2.2797 2022/06/26 08:47:42 - mmengine - INFO - Epoch(train) [75][560/3757] lr: 6.378e-03 eta: 1 day, 5:03:02 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 7.1382 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6600 loss: 2.6600 2022/06/26 08:47:47 - mmengine - INFO - Epoch(train) [75][580/3757] lr: 6.378e-03 eta: 1 day, 5:02:57 time: 0.250 data_time: 0.009 memory: 5036 grad_norm: 6.4509 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8437 loss: 2.8437 2022/06/26 08:47:53 - mmengine - INFO - Epoch(train) [75][600/3757] lr: 6.378e-03 eta: 1 day, 5:02:51 time: 0.296 data_time: 0.003 memory: 5036 grad_norm: 6.0559 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.6710 loss: 2.6710 2022/06/26 08:47:58 - mmengine - INFO - Epoch(train) [75][620/3757] lr: 6.378e-03 eta: 1 day, 5:02:46 time: 0.253 data_time: 0.004 memory: 5036 grad_norm: 7.5739 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.8838 loss: 2.8838 2022/06/26 08:48:03 - mmengine - INFO - Epoch(train) [75][640/3757] lr: 6.378e-03 eta: 1 day, 5:02:41 time: 0.260 data_time: 0.017 memory: 5036 grad_norm: 5.8205 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4196 loss: 2.4196 2022/06/26 08:48:08 - mmengine - INFO - Epoch(train) [75][660/3757] lr: 6.378e-03 eta: 1 day, 5:02:35 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 5.7361 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1580 loss: 2.1580 2022/06/26 08:48:13 - mmengine - INFO - Epoch(train) [75][680/3757] lr: 6.378e-03 eta: 1 day, 5:02:30 time: 0.251 data_time: 0.009 memory: 5036 grad_norm: 5.7163 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6493 loss: 2.6493 2022/06/26 08:48:19 - mmengine - INFO - Epoch(train) [75][700/3757] lr: 6.378e-03 eta: 1 day, 5:02:24 time: 0.260 data_time: 0.009 memory: 5036 grad_norm: 6.1895 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0505 loss: 3.0505 2022/06/26 08:48:24 - mmengine - INFO - Epoch(train) [75][720/3757] lr: 6.378e-03 eta: 1 day, 5:02:19 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 5.5192 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.5477 loss: 2.5477 2022/06/26 08:48:29 - mmengine - INFO - Epoch(train) [75][740/3757] lr: 6.378e-03 eta: 1 day, 5:02:14 time: 0.246 data_time: 0.006 memory: 5036 grad_norm: 7.1117 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.6977 loss: 2.6977 2022/06/26 08:48:34 - mmengine - INFO - Epoch(train) [75][760/3757] lr: 6.378e-03 eta: 1 day, 5:02:08 time: 0.257 data_time: 0.004 memory: 5036 grad_norm: 6.9558 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6877 loss: 2.6877 2022/06/26 08:48:39 - mmengine - INFO - Epoch(train) [75][780/3757] lr: 6.378e-03 eta: 1 day, 5:02:03 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 7.0177 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0692 loss: 2.0692 2022/06/26 08:48:45 - mmengine - INFO - Epoch(train) [75][800/3757] lr: 6.378e-03 eta: 1 day, 5:01:58 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 6.2434 top1_acc: 0.1250 top5_acc: 0.8750 loss_cls: 2.3909 loss: 2.3909 2022/06/26 08:48:50 - mmengine - INFO - Epoch(train) [75][820/3757] lr: 6.378e-03 eta: 1 day, 5:01:52 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 7.1253 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9166 loss: 2.9166 2022/06/26 08:48:55 - mmengine - INFO - Epoch(train) [75][840/3757] lr: 6.378e-03 eta: 1 day, 5:01:47 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 6.6946 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5567 loss: 2.5567 2022/06/26 08:49:00 - mmengine - INFO - Epoch(train) [75][860/3757] lr: 6.378e-03 eta: 1 day, 5:01:41 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 6.1395 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5232 loss: 2.5232 2022/06/26 08:49:05 - mmengine - INFO - Epoch(train) [75][880/3757] lr: 6.378e-03 eta: 1 day, 5:01:36 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 8.0140 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6243 loss: 2.6243 2022/06/26 08:49:11 - mmengine - INFO - Epoch(train) [75][900/3757] lr: 6.378e-03 eta: 1 day, 5:01:31 time: 0.249 data_time: 0.009 memory: 5036 grad_norm: 6.4800 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.0774 loss: 2.0774 2022/06/26 08:49:16 - mmengine - INFO - Epoch(train) [75][920/3757] lr: 6.378e-03 eta: 1 day, 5:01:25 time: 0.248 data_time: 0.009 memory: 5036 grad_norm: 5.8305 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2300 loss: 2.2300 2022/06/26 08:49:21 - mmengine - INFO - Epoch(train) [75][940/3757] lr: 6.378e-03 eta: 1 day, 5:01:20 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 6.8822 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3795 loss: 2.3795 2022/06/26 08:49:27 - mmengine - INFO - Epoch(train) [75][960/3757] lr: 6.378e-03 eta: 1 day, 5:01:15 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 6.5194 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5368 loss: 2.5368 2022/06/26 08:49:32 - mmengine - INFO - Epoch(train) [75][980/3757] lr: 6.378e-03 eta: 1 day, 5:01:10 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 6.5148 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3717 loss: 2.3717 2022/06/26 08:49:32 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 08:49:37 - mmengine - INFO - Epoch(train) [75][1000/3757] lr: 6.378e-03 eta: 1 day, 5:01:05 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 6.0255 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.3006 loss: 2.3006 2022/06/26 08:49:42 - mmengine - INFO - Epoch(train) [75][1020/3757] lr: 6.378e-03 eta: 1 day, 5:00:59 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 6.5256 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8064 loss: 2.8064 2022/06/26 08:49:48 - mmengine - INFO - Epoch(train) [75][1040/3757] lr: 6.378e-03 eta: 1 day, 5:00:55 time: 0.249 data_time: 0.008 memory: 5036 grad_norm: 5.3341 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.3485 loss: 2.3485 2022/06/26 08:49:53 - mmengine - INFO - Epoch(train) [75][1060/3757] lr: 6.378e-03 eta: 1 day, 5:00:49 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 5.6403 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2513 loss: 2.2513 2022/06/26 08:49:59 - mmengine - INFO - Epoch(train) [75][1080/3757] lr: 6.378e-03 eta: 1 day, 5:00:44 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 6.8180 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.4104 loss: 2.4104 2022/06/26 08:50:04 - mmengine - INFO - Epoch(train) [75][1100/3757] lr: 6.378e-03 eta: 1 day, 5:00:40 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.1879 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.2638 loss: 2.2638 2022/06/26 08:50:10 - mmengine - INFO - Epoch(train) [75][1120/3757] lr: 6.378e-03 eta: 1 day, 5:00:34 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 7.3144 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.1344 loss: 2.1344 2022/06/26 08:50:15 - mmengine - INFO - Epoch(train) [75][1140/3757] lr: 6.378e-03 eta: 1 day, 5:00:29 time: 0.250 data_time: 0.009 memory: 5036 grad_norm: 7.3996 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8230 loss: 2.8230 2022/06/26 08:50:20 - mmengine - INFO - Epoch(train) [75][1160/3757] lr: 6.378e-03 eta: 1 day, 5:00:23 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 7.3265 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6557 loss: 2.6557 2022/06/26 08:50:25 - mmengine - INFO - Epoch(train) [75][1180/3757] lr: 6.378e-03 eta: 1 day, 5:00:18 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 6.9570 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4436 loss: 2.4436 2022/06/26 08:50:30 - mmengine - INFO - Epoch(train) [75][1200/3757] lr: 6.378e-03 eta: 1 day, 5:00:13 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 8.0379 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4943 loss: 2.4943 2022/06/26 08:50:35 - mmengine - INFO - Epoch(train) [75][1220/3757] lr: 6.378e-03 eta: 1 day, 5:00:07 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 6.5372 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.3740 loss: 2.3740 2022/06/26 08:50:40 - mmengine - INFO - Epoch(train) [75][1240/3757] lr: 6.378e-03 eta: 1 day, 5:00:02 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 7.6255 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4382 loss: 2.4382 2022/06/26 08:50:46 - mmengine - INFO - Epoch(train) [75][1260/3757] lr: 6.378e-03 eta: 1 day, 4:59:56 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 7.1928 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.2076 loss: 2.2076 2022/06/26 08:50:51 - mmengine - INFO - Epoch(train) [75][1280/3757] lr: 6.378e-03 eta: 1 day, 4:59:51 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 6.6347 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.9820 loss: 1.9820 2022/06/26 08:50:56 - mmengine - INFO - Epoch(train) [75][1300/3757] lr: 6.378e-03 eta: 1 day, 4:59:45 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 6.9188 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5997 loss: 2.5997 2022/06/26 08:51:01 - mmengine - INFO - Epoch(train) [75][1320/3757] lr: 6.378e-03 eta: 1 day, 4:59:40 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 6.8732 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7978 loss: 2.7978 2022/06/26 08:51:07 - mmengine - INFO - Epoch(train) [75][1340/3757] lr: 6.378e-03 eta: 1 day, 4:59:35 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 6.0690 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8352 loss: 2.8352 2022/06/26 08:51:12 - mmengine - INFO - Epoch(train) [75][1360/3757] lr: 6.378e-03 eta: 1 day, 4:59:29 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 6.6525 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6745 loss: 2.6745 2022/06/26 08:51:17 - mmengine - INFO - Epoch(train) [75][1380/3757] lr: 6.378e-03 eta: 1 day, 4:59:24 time: 0.266 data_time: 0.006 memory: 5036 grad_norm: 6.3034 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.6846 loss: 2.6846 2022/06/26 08:51:22 - mmengine - INFO - Epoch(train) [75][1400/3757] lr: 6.378e-03 eta: 1 day, 4:59:19 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 6.8316 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2273 loss: 2.2273 2022/06/26 08:51:27 - mmengine - INFO - Epoch(train) [75][1420/3757] lr: 6.378e-03 eta: 1 day, 4:59:13 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 6.6835 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4516 loss: 2.4516 2022/06/26 08:51:32 - mmengine - INFO - Epoch(train) [75][1440/3757] lr: 6.378e-03 eta: 1 day, 4:59:08 time: 0.249 data_time: 0.002 memory: 5036 grad_norm: 6.2164 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.7344 loss: 2.7344 2022/06/26 08:51:38 - mmengine - INFO - Epoch(train) [75][1460/3757] lr: 6.378e-03 eta: 1 day, 4:59:02 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 6.4017 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.5823 loss: 2.5823 2022/06/26 08:51:43 - mmengine - INFO - Epoch(train) [75][1480/3757] lr: 6.378e-03 eta: 1 day, 4:58:57 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 6.2954 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.6741 loss: 2.6741 2022/06/26 08:51:48 - mmengine - INFO - Epoch(train) [75][1500/3757] lr: 6.378e-03 eta: 1 day, 4:58:52 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 6.2681 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3613 loss: 2.3613 2022/06/26 08:51:53 - mmengine - INFO - Epoch(train) [75][1520/3757] lr: 6.378e-03 eta: 1 day, 4:58:47 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 6.2021 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.8069 loss: 2.8069 2022/06/26 08:51:58 - mmengine - INFO - Epoch(train) [75][1540/3757] lr: 6.378e-03 eta: 1 day, 4:58:41 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 6.3796 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2481 loss: 2.2481 2022/06/26 08:52:04 - mmengine - INFO - Epoch(train) [75][1560/3757] lr: 6.378e-03 eta: 1 day, 4:58:36 time: 0.251 data_time: 0.010 memory: 5036 grad_norm: 6.5880 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.7761 loss: 2.7761 2022/06/26 08:52:09 - mmengine - INFO - Epoch(train) [75][1580/3757] lr: 6.378e-03 eta: 1 day, 4:58:30 time: 0.248 data_time: 0.009 memory: 5036 grad_norm: 7.1071 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3180 loss: 2.3180 2022/06/26 08:52:14 - mmengine - INFO - Epoch(train) [75][1600/3757] lr: 6.378e-03 eta: 1 day, 4:58:25 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 6.8541 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.1732 loss: 2.1732 2022/06/26 08:52:19 - mmengine - INFO - Epoch(train) [75][1620/3757] lr: 6.378e-03 eta: 1 day, 4:58:19 time: 0.247 data_time: 0.008 memory: 5036 grad_norm: 6.8956 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4104 loss: 2.4104 2022/06/26 08:52:24 - mmengine - INFO - Epoch(train) [75][1640/3757] lr: 6.378e-03 eta: 1 day, 4:58:14 time: 0.244 data_time: 0.004 memory: 5036 grad_norm: 6.2176 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6979 loss: 2.6979 2022/06/26 08:52:30 - mmengine - INFO - Epoch(train) [75][1660/3757] lr: 6.378e-03 eta: 1 day, 4:58:09 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 6.9606 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1086 loss: 3.1086 2022/06/26 08:52:35 - mmengine - INFO - Epoch(train) [75][1680/3757] lr: 6.378e-03 eta: 1 day, 4:58:04 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 7.0627 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4562 loss: 2.4562 2022/06/26 08:52:40 - mmengine - INFO - Epoch(train) [75][1700/3757] lr: 6.378e-03 eta: 1 day, 4:57:58 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 6.9197 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4419 loss: 2.4419 2022/06/26 08:52:46 - mmengine - INFO - Epoch(train) [75][1720/3757] lr: 6.378e-03 eta: 1 day, 4:57:54 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 6.1663 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.6248 loss: 2.6248 2022/06/26 08:52:51 - mmengine - INFO - Epoch(train) [75][1740/3757] lr: 6.378e-03 eta: 1 day, 4:57:48 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 6.6651 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5754 loss: 2.5754 2022/06/26 08:52:56 - mmengine - INFO - Epoch(train) [75][1760/3757] lr: 6.378e-03 eta: 1 day, 4:57:43 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 6.1082 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.0564 loss: 2.0564 2022/06/26 08:53:01 - mmengine - INFO - Epoch(train) [75][1780/3757] lr: 6.378e-03 eta: 1 day, 4:57:38 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 5.7262 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.3395 loss: 2.3395 2022/06/26 08:53:07 - mmengine - INFO - Epoch(train) [75][1800/3757] lr: 6.378e-03 eta: 1 day, 4:57:32 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 7.2394 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.4690 loss: 2.4690 2022/06/26 08:53:12 - mmengine - INFO - Epoch(train) [75][1820/3757] lr: 6.378e-03 eta: 1 day, 4:57:27 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 6.8240 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.3914 loss: 2.3914 2022/06/26 08:53:17 - mmengine - INFO - Epoch(train) [75][1840/3757] lr: 6.378e-03 eta: 1 day, 4:57:22 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 6.8885 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3570 loss: 2.3570 2022/06/26 08:53:22 - mmengine - INFO - Epoch(train) [75][1860/3757] lr: 6.378e-03 eta: 1 day, 4:57:16 time: 0.269 data_time: 0.024 memory: 5036 grad_norm: 7.4398 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.0914 loss: 2.0914 2022/06/26 08:53:28 - mmengine - INFO - Epoch(train) [75][1880/3757] lr: 6.378e-03 eta: 1 day, 4:57:11 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 7.0204 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2690 loss: 2.2690 2022/06/26 08:53:33 - mmengine - INFO - Epoch(train) [75][1900/3757] lr: 6.378e-03 eta: 1 day, 4:57:05 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 7.1039 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4223 loss: 2.4223 2022/06/26 08:53:38 - mmengine - INFO - Epoch(train) [75][1920/3757] lr: 6.378e-03 eta: 1 day, 4:57:00 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 5.5298 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.2690 loss: 2.2690 2022/06/26 08:53:43 - mmengine - INFO - Epoch(train) [75][1940/3757] lr: 6.378e-03 eta: 1 day, 4:56:55 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 6.5057 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6637 loss: 2.6637 2022/06/26 08:53:48 - mmengine - INFO - Epoch(train) [75][1960/3757] lr: 6.378e-03 eta: 1 day, 4:56:49 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 7.4007 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 3.0842 loss: 3.0842 2022/06/26 08:53:53 - mmengine - INFO - Epoch(train) [75][1980/3757] lr: 6.378e-03 eta: 1 day, 4:56:44 time: 0.286 data_time: 0.003 memory: 5036 grad_norm: 8.1042 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.6319 loss: 2.6319 2022/06/26 08:53:54 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 08:53:59 - mmengine - INFO - Epoch(train) [75][2000/3757] lr: 6.378e-03 eta: 1 day, 4:56:38 time: 0.250 data_time: 0.004 memory: 5036 grad_norm: 7.3139 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.8001 loss: 2.8001 2022/06/26 08:54:04 - mmengine - INFO - Epoch(train) [75][2020/3757] lr: 6.378e-03 eta: 1 day, 4:56:33 time: 0.255 data_time: 0.015 memory: 5036 grad_norm: 7.0901 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6100 loss: 2.6100 2022/06/26 08:54:09 - mmengine - INFO - Epoch(train) [75][2040/3757] lr: 6.378e-03 eta: 1 day, 4:56:28 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 6.3449 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 2.8091 loss: 2.8091 2022/06/26 08:54:14 - mmengine - INFO - Epoch(train) [75][2060/3757] lr: 6.378e-03 eta: 1 day, 4:56:22 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 6.1246 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3904 loss: 2.3904 2022/06/26 08:54:20 - mmengine - INFO - Epoch(train) [75][2080/3757] lr: 6.378e-03 eta: 1 day, 4:56:17 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 6.7419 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5802 loss: 2.5802 2022/06/26 08:54:25 - mmengine - INFO - Epoch(train) [75][2100/3757] lr: 6.378e-03 eta: 1 day, 4:56:12 time: 0.250 data_time: 0.011 memory: 5036 grad_norm: 7.2395 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4914 loss: 2.4914 2022/06/26 08:54:30 - mmengine - INFO - Epoch(train) [75][2120/3757] lr: 6.378e-03 eta: 1 day, 4:56:06 time: 0.259 data_time: 0.009 memory: 5036 grad_norm: 6.9204 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.1476 loss: 3.1476 2022/06/26 08:54:35 - mmengine - INFO - Epoch(train) [75][2140/3757] lr: 6.378e-03 eta: 1 day, 4:56:01 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 7.0440 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.3367 loss: 2.3367 2022/06/26 08:54:40 - mmengine - INFO - Epoch(train) [75][2160/3757] lr: 6.378e-03 eta: 1 day, 4:55:56 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 5.8882 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.1686 loss: 2.1686 2022/06/26 08:54:45 - mmengine - INFO - Epoch(train) [75][2180/3757] lr: 6.378e-03 eta: 1 day, 4:55:50 time: 0.254 data_time: 0.015 memory: 5036 grad_norm: 7.8631 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.3872 loss: 2.3872 2022/06/26 08:54:51 - mmengine - INFO - Epoch(train) [75][2200/3757] lr: 6.378e-03 eta: 1 day, 4:55:45 time: 0.251 data_time: 0.009 memory: 5036 grad_norm: 6.5931 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.1474 loss: 2.1474 2022/06/26 08:54:56 - mmengine - INFO - Epoch(train) [75][2220/3757] lr: 6.378e-03 eta: 1 day, 4:55:40 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 6.6906 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.5315 loss: 2.5315 2022/06/26 08:55:01 - mmengine - INFO - Epoch(train) [75][2240/3757] lr: 6.378e-03 eta: 1 day, 4:55:34 time: 0.270 data_time: 0.006 memory: 5036 grad_norm: 6.6846 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7675 loss: 2.7675 2022/06/26 08:55:07 - mmengine - INFO - Epoch(train) [75][2260/3757] lr: 6.378e-03 eta: 1 day, 4:55:29 time: 0.258 data_time: 0.010 memory: 5036 grad_norm: 6.3116 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.3269 loss: 2.3269 2022/06/26 08:55:12 - mmengine - INFO - Epoch(train) [75][2280/3757] lr: 6.378e-03 eta: 1 day, 4:55:24 time: 0.252 data_time: 0.013 memory: 5036 grad_norm: 6.3746 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6618 loss: 2.6618 2022/06/26 08:55:17 - mmengine - INFO - Epoch(train) [75][2300/3757] lr: 6.378e-03 eta: 1 day, 4:55:19 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 6.6844 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5802 loss: 2.5802 2022/06/26 08:55:22 - mmengine - INFO - Epoch(train) [75][2320/3757] lr: 6.378e-03 eta: 1 day, 4:55:13 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 6.8422 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5149 loss: 2.5149 2022/06/26 08:55:28 - mmengine - INFO - Epoch(train) [75][2340/3757] lr: 6.378e-03 eta: 1 day, 4:55:08 time: 0.266 data_time: 0.014 memory: 5036 grad_norm: 7.6162 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2832 loss: 2.2832 2022/06/26 08:55:33 - mmengine - INFO - Epoch(train) [75][2360/3757] lr: 6.378e-03 eta: 1 day, 4:55:03 time: 0.260 data_time: 0.008 memory: 5036 grad_norm: 6.4818 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 3.0174 loss: 3.0174 2022/06/26 08:55:38 - mmengine - INFO - Epoch(train) [75][2380/3757] lr: 6.378e-03 eta: 1 day, 4:54:58 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 6.6587 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4474 loss: 2.4474 2022/06/26 08:55:44 - mmengine - INFO - Epoch(train) [75][2400/3757] lr: 6.378e-03 eta: 1 day, 4:54:53 time: 0.311 data_time: 0.003 memory: 5036 grad_norm: 7.4136 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.3502 loss: 2.3502 2022/06/26 08:55:49 - mmengine - INFO - Epoch(train) [75][2420/3757] lr: 6.378e-03 eta: 1 day, 4:54:48 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 6.2257 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.3362 loss: 2.3362 2022/06/26 08:55:55 - mmengine - INFO - Epoch(train) [75][2440/3757] lr: 6.378e-03 eta: 1 day, 4:54:43 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 6.9960 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.2179 loss: 2.2179 2022/06/26 08:56:00 - mmengine - INFO - Epoch(train) [75][2460/3757] lr: 6.378e-03 eta: 1 day, 4:54:37 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 7.0369 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.7499 loss: 2.7499 2022/06/26 08:56:05 - mmengine - INFO - Epoch(train) [75][2480/3757] lr: 6.378e-03 eta: 1 day, 4:54:32 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 6.2095 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.4870 loss: 2.4870 2022/06/26 08:56:10 - mmengine - INFO - Epoch(train) [75][2500/3757] lr: 6.378e-03 eta: 1 day, 4:54:27 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 6.4877 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.8027 loss: 2.8027 2022/06/26 08:56:16 - mmengine - INFO - Epoch(train) [75][2520/3757] lr: 6.378e-03 eta: 1 day, 4:54:22 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 6.9186 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2116 loss: 2.2116 2022/06/26 08:56:21 - mmengine - INFO - Epoch(train) [75][2540/3757] lr: 6.378e-03 eta: 1 day, 4:54:16 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 6.4373 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.2749 loss: 2.2749 2022/06/26 08:56:26 - mmengine - INFO - Epoch(train) [75][2560/3757] lr: 6.378e-03 eta: 1 day, 4:54:11 time: 0.251 data_time: 0.007 memory: 5036 grad_norm: 6.7338 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4580 loss: 2.4580 2022/06/26 08:56:31 - mmengine - INFO - Epoch(train) [75][2580/3757] lr: 6.378e-03 eta: 1 day, 4:54:05 time: 0.247 data_time: 0.006 memory: 5036 grad_norm: 7.3815 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.3140 loss: 2.3140 2022/06/26 08:56:36 - mmengine - INFO - Epoch(train) [75][2600/3757] lr: 6.378e-03 eta: 1 day, 4:54:00 time: 0.251 data_time: 0.009 memory: 5036 grad_norm: 6.0028 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.5764 loss: 2.5764 2022/06/26 08:56:41 - mmengine - INFO - Epoch(train) [75][2620/3757] lr: 6.378e-03 eta: 1 day, 4:53:54 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 6.9739 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4665 loss: 2.4665 2022/06/26 08:56:47 - mmengine - INFO - Epoch(train) [75][2640/3757] lr: 6.378e-03 eta: 1 day, 4:53:49 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 6.2770 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.8924 loss: 2.8924 2022/06/26 08:56:52 - mmengine - INFO - Epoch(train) [75][2660/3757] lr: 6.378e-03 eta: 1 day, 4:53:44 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 6.1956 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.5011 loss: 2.5011 2022/06/26 08:56:57 - mmengine - INFO - Epoch(train) [75][2680/3757] lr: 6.378e-03 eta: 1 day, 4:53:38 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 6.9309 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.1733 loss: 2.1733 2022/06/26 08:57:02 - mmengine - INFO - Epoch(train) [75][2700/3757] lr: 6.378e-03 eta: 1 day, 4:53:33 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 6.0444 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3220 loss: 2.3220 2022/06/26 08:57:07 - mmengine - INFO - Epoch(train) [75][2720/3757] lr: 6.378e-03 eta: 1 day, 4:53:28 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 6.5298 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6050 loss: 2.6050 2022/06/26 08:57:13 - mmengine - INFO - Epoch(train) [75][2740/3757] lr: 6.378e-03 eta: 1 day, 4:53:22 time: 0.256 data_time: 0.008 memory: 5036 grad_norm: 7.2058 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.8064 loss: 2.8064 2022/06/26 08:57:18 - mmengine - INFO - Epoch(train) [75][2760/3757] lr: 6.378e-03 eta: 1 day, 4:53:17 time: 0.252 data_time: 0.014 memory: 5036 grad_norm: 6.8108 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4073 loss: 2.4073 2022/06/26 08:57:23 - mmengine - INFO - Epoch(train) [75][2780/3757] lr: 6.378e-03 eta: 1 day, 4:53:12 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 6.0753 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.4247 loss: 2.4247 2022/06/26 08:57:28 - mmengine - INFO - Epoch(train) [75][2800/3757] lr: 6.378e-03 eta: 1 day, 4:53:06 time: 0.250 data_time: 0.004 memory: 5036 grad_norm: 7.3231 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5180 loss: 2.5180 2022/06/26 08:57:34 - mmengine - INFO - Epoch(train) [75][2820/3757] lr: 6.378e-03 eta: 1 day, 4:53:01 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 6.5671 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6553 loss: 2.6553 2022/06/26 08:57:39 - mmengine - INFO - Epoch(train) [75][2840/3757] lr: 6.378e-03 eta: 1 day, 4:52:56 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 6.5892 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9332 loss: 2.9332 2022/06/26 08:57:44 - mmengine - INFO - Epoch(train) [75][2860/3757] lr: 6.378e-03 eta: 1 day, 4:52:50 time: 0.260 data_time: 0.008 memory: 5036 grad_norm: 6.2237 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0181 loss: 3.0181 2022/06/26 08:57:49 - mmengine - INFO - Epoch(train) [75][2880/3757] lr: 6.378e-03 eta: 1 day, 4:52:45 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 7.8419 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.4771 loss: 2.4771 2022/06/26 08:57:55 - mmengine - INFO - Epoch(train) [75][2900/3757] lr: 6.378e-03 eta: 1 day, 4:52:40 time: 0.261 data_time: 0.008 memory: 5036 grad_norm: 6.1729 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3545 loss: 2.3545 2022/06/26 08:58:00 - mmengine - INFO - Epoch(train) [75][2920/3757] lr: 6.378e-03 eta: 1 day, 4:52:34 time: 0.248 data_time: 0.005 memory: 5036 grad_norm: 6.6683 top1_acc: 0.0000 top5_acc: 0.7500 loss_cls: 2.1514 loss: 2.1514 2022/06/26 08:58:05 - mmengine - INFO - Epoch(train) [75][2940/3757] lr: 6.378e-03 eta: 1 day, 4:52:29 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.3062 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2012 loss: 2.2012 2022/06/26 08:58:10 - mmengine - INFO - Epoch(train) [75][2960/3757] lr: 6.378e-03 eta: 1 day, 4:52:24 time: 0.250 data_time: 0.004 memory: 5036 grad_norm: 8.1851 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8863 loss: 2.8863 2022/06/26 08:58:15 - mmengine - INFO - Epoch(train) [75][2980/3757] lr: 6.378e-03 eta: 1 day, 4:52:18 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 6.3529 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0881 loss: 3.0881 2022/06/26 08:58:16 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 08:58:21 - mmengine - INFO - Epoch(train) [75][3000/3757] lr: 6.378e-03 eta: 1 day, 4:52:13 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 6.1679 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2973 loss: 2.2973 2022/06/26 08:58:26 - mmengine - INFO - Epoch(train) [75][3020/3757] lr: 6.378e-03 eta: 1 day, 4:52:08 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 6.8188 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.7013 loss: 2.7013 2022/06/26 08:58:31 - mmengine - INFO - Epoch(train) [75][3040/3757] lr: 6.378e-03 eta: 1 day, 4:52:02 time: 0.263 data_time: 0.011 memory: 5036 grad_norm: 6.3564 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.4691 loss: 2.4691 2022/06/26 08:58:36 - mmengine - INFO - Epoch(train) [75][3060/3757] lr: 6.378e-03 eta: 1 day, 4:51:57 time: 0.265 data_time: 0.009 memory: 5036 grad_norm: 6.8564 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3250 loss: 2.3250 2022/06/26 08:58:42 - mmengine - INFO - Epoch(train) [75][3080/3757] lr: 6.378e-03 eta: 1 day, 4:51:52 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 6.8701 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8070 loss: 2.8070 2022/06/26 08:58:47 - mmengine - INFO - Epoch(train) [75][3100/3757] lr: 6.378e-03 eta: 1 day, 4:51:47 time: 0.249 data_time: 0.007 memory: 5036 grad_norm: 6.8768 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3595 loss: 2.3595 2022/06/26 08:58:52 - mmengine - INFO - Epoch(train) [75][3120/3757] lr: 6.378e-03 eta: 1 day, 4:51:42 time: 0.265 data_time: 0.008 memory: 5036 grad_norm: 5.3083 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.7796 loss: 2.7796 2022/06/26 08:58:58 - mmengine - INFO - Epoch(train) [75][3140/3757] lr: 6.378e-03 eta: 1 day, 4:51:36 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 7.1955 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.5382 loss: 2.5382 2022/06/26 08:59:03 - mmengine - INFO - Epoch(train) [75][3160/3757] lr: 6.378e-03 eta: 1 day, 4:51:31 time: 0.247 data_time: 0.007 memory: 5036 grad_norm: 6.3677 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.5217 loss: 2.5217 2022/06/26 08:59:08 - mmengine - INFO - Epoch(train) [75][3180/3757] lr: 6.378e-03 eta: 1 day, 4:51:26 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 6.1320 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.9104 loss: 2.9104 2022/06/26 08:59:13 - mmengine - INFO - Epoch(train) [75][3200/3757] lr: 6.378e-03 eta: 1 day, 4:51:20 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 6.3087 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.7741 loss: 2.7741 2022/06/26 08:59:19 - mmengine - INFO - Epoch(train) [75][3220/3757] lr: 6.378e-03 eta: 1 day, 4:51:15 time: 0.266 data_time: 0.003 memory: 5036 grad_norm: 6.7889 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.4319 loss: 2.4319 2022/06/26 08:59:24 - mmengine - INFO - Epoch(train) [75][3240/3757] lr: 6.378e-03 eta: 1 day, 4:51:10 time: 0.270 data_time: 0.009 memory: 5036 grad_norm: 7.6072 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.0601 loss: 3.0601 2022/06/26 08:59:29 - mmengine - INFO - Epoch(train) [75][3260/3757] lr: 6.378e-03 eta: 1 day, 4:51:04 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 5.8107 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.8633 loss: 2.8633 2022/06/26 08:59:34 - mmengine - INFO - Epoch(train) [75][3280/3757] lr: 6.378e-03 eta: 1 day, 4:50:59 time: 0.253 data_time: 0.004 memory: 5036 grad_norm: 8.7914 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 2.7764 loss: 2.7764 2022/06/26 08:59:39 - mmengine - INFO - Epoch(train) [75][3300/3757] lr: 6.378e-03 eta: 1 day, 4:50:54 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 7.7547 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4110 loss: 2.4110 2022/06/26 08:59:45 - mmengine - INFO - Epoch(train) [75][3320/3757] lr: 6.378e-03 eta: 1 day, 4:50:49 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 6.8758 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.5880 loss: 2.5880 2022/06/26 08:59:50 - mmengine - INFO - Epoch(train) [75][3340/3757] lr: 6.378e-03 eta: 1 day, 4:50:43 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 6.7642 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2303 loss: 2.2303 2022/06/26 08:59:55 - mmengine - INFO - Epoch(train) [75][3360/3757] lr: 6.378e-03 eta: 1 day, 4:50:38 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 6.4187 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7320 loss: 2.7320 2022/06/26 09:00:00 - mmengine - INFO - Epoch(train) [75][3380/3757] lr: 6.378e-03 eta: 1 day, 4:50:32 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 6.4580 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9588 loss: 2.9588 2022/06/26 09:00:06 - mmengine - INFO - Epoch(train) [75][3400/3757] lr: 6.378e-03 eta: 1 day, 4:50:27 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 6.7115 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7207 loss: 2.7207 2022/06/26 09:00:11 - mmengine - INFO - Epoch(train) [75][3420/3757] lr: 6.378e-03 eta: 1 day, 4:50:22 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 6.0512 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7386 loss: 2.7386 2022/06/26 09:00:16 - mmengine - INFO - Epoch(train) [75][3440/3757] lr: 6.378e-03 eta: 1 day, 4:50:17 time: 0.267 data_time: 0.006 memory: 5036 grad_norm: 6.6204 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.0077 loss: 3.0077 2022/06/26 09:00:21 - mmengine - INFO - Epoch(train) [75][3460/3757] lr: 6.378e-03 eta: 1 day, 4:50:11 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 6.0204 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5106 loss: 2.5106 2022/06/26 09:00:27 - mmengine - INFO - Epoch(train) [75][3480/3757] lr: 6.378e-03 eta: 1 day, 4:50:06 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 6.9634 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0557 loss: 3.0557 2022/06/26 09:00:32 - mmengine - INFO - Epoch(train) [75][3500/3757] lr: 6.378e-03 eta: 1 day, 4:50:01 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 6.9179 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6789 loss: 2.6789 2022/06/26 09:00:37 - mmengine - INFO - Epoch(train) [75][3520/3757] lr: 6.378e-03 eta: 1 day, 4:49:56 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 6.5188 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5426 loss: 2.5426 2022/06/26 09:00:43 - mmengine - INFO - Epoch(train) [75][3540/3757] lr: 6.378e-03 eta: 1 day, 4:49:50 time: 0.266 data_time: 0.006 memory: 5036 grad_norm: 5.8449 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.9222 loss: 2.9222 2022/06/26 09:00:48 - mmengine - INFO - Epoch(train) [75][3560/3757] lr: 6.378e-03 eta: 1 day, 4:49:45 time: 0.268 data_time: 0.003 memory: 5036 grad_norm: 6.1431 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.3908 loss: 2.3908 2022/06/26 09:00:53 - mmengine - INFO - Epoch(train) [75][3580/3757] lr: 6.378e-03 eta: 1 day, 4:49:40 time: 0.261 data_time: 0.013 memory: 5036 grad_norm: 7.7519 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.8634 loss: 2.8634 2022/06/26 09:00:58 - mmengine - INFO - Epoch(train) [75][3600/3757] lr: 6.378e-03 eta: 1 day, 4:49:35 time: 0.258 data_time: 0.008 memory: 5036 grad_norm: 6.3440 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2830 loss: 2.2830 2022/06/26 09:01:04 - mmengine - INFO - Epoch(train) [75][3620/3757] lr: 6.378e-03 eta: 1 day, 4:49:29 time: 0.275 data_time: 0.006 memory: 5036 grad_norm: 6.4690 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.5954 loss: 2.5954 2022/06/26 09:01:09 - mmengine - INFO - Epoch(train) [75][3640/3757] lr: 6.378e-03 eta: 1 day, 4:49:24 time: 0.256 data_time: 0.002 memory: 5036 grad_norm: 6.5256 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5376 loss: 2.5376 2022/06/26 09:01:15 - mmengine - INFO - Epoch(train) [75][3660/3757] lr: 6.378e-03 eta: 1 day, 4:49:19 time: 0.559 data_time: 0.007 memory: 5036 grad_norm: 6.4721 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3448 loss: 2.3448 2022/06/26 09:01:20 - mmengine - INFO - Epoch(train) [75][3680/3757] lr: 6.378e-03 eta: 1 day, 4:49:14 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 6.1948 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6851 loss: 2.6851 2022/06/26 09:01:25 - mmengine - INFO - Epoch(train) [75][3700/3757] lr: 6.378e-03 eta: 1 day, 4:49:09 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 6.1429 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9038 loss: 2.9038 2022/06/26 09:01:30 - mmengine - INFO - Epoch(train) [75][3720/3757] lr: 6.378e-03 eta: 1 day, 4:49:03 time: 0.247 data_time: 0.006 memory: 5036 grad_norm: 5.1717 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.7203 loss: 2.7203 2022/06/26 09:01:35 - mmengine - INFO - Epoch(train) [75][3740/3757] lr: 6.378e-03 eta: 1 day, 4:48:58 time: 0.243 data_time: 0.005 memory: 5036 grad_norm: 6.3559 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5134 loss: 2.5134 2022/06/26 09:01:39 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 09:01:39 - mmengine - INFO - Saving checkpoint at 75 epochs 2022/06/26 09:01:52 - mmengine - INFO - Epoch(val) [75][20/310] eta: 0:01:45 time: 0.106 data_time: 0.002 memory: 5036 2022/06/26 09:01:57 - mmengine - INFO - Epoch(val) [75][40/310] eta: 0:01:43 time: 0.108 data_time: 0.001 memory: 1723 2022/06/26 09:02:01 - mmengine - INFO - Epoch(val) [75][60/310] eta: 0:00:26 time: 0.105 data_time: 0.002 memory: 1723 2022/06/26 09:02:06 - mmengine - INFO - Epoch(val) [75][80/310] eta: 0:00:24 time: 0.111 data_time: 0.005 memory: 1723 2022/06/26 09:02:14 - mmengine - INFO - Epoch(val) [75][100/310] eta: 0:01:09 time: 0.109 data_time: 0.001 memory: 1723 2022/06/26 09:02:18 - mmengine - INFO - Epoch(val) [75][120/310] eta: 0:01:11 time: 0.109 data_time: 0.001 memory: 1723 2022/06/26 09:02:22 - mmengine - INFO - Epoch(val) [75][140/310] eta: 0:00:17 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 09:02:27 - mmengine - INFO - Epoch(val) [75][160/310] eta: 0:00:15 time: 0.106 data_time: 0.005 memory: 1723 2022/06/26 09:02:34 - mmengine - INFO - Epoch(val) [75][180/310] eta: 0:00:42 time: 0.109 data_time: 0.002 memory: 1723 2022/06/26 09:02:39 - mmengine - INFO - Epoch(val) [75][200/310] eta: 0:00:38 time: 0.524 data_time: 0.423 memory: 1723 2022/06/26 09:02:43 - mmengine - INFO - Epoch(val) [75][220/310] eta: 0:00:09 time: 0.103 data_time: 0.002 memory: 1723 2022/06/26 09:02:48 - mmengine - INFO - Epoch(val) [75][240/310] eta: 0:00:07 time: 0.110 data_time: 0.008 memory: 1723 2022/06/26 09:02:55 - mmengine - INFO - Epoch(val) [75][260/310] eta: 0:00:16 time: 0.102 data_time: 0.001 memory: 1723 2022/06/26 09:02:59 - mmengine - INFO - Epoch(val) [75][280/310] eta: 0:00:09 time: 0.119 data_time: 0.011 memory: 1723 2022/06/26 09:03:01 - mmengine - INFO - Epoch(val) [75][300/310] eta: 0:00:01 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 09:03:03 - mmengine - INFO - Epoch(val) [75][310/310] acc/top1: 0.4982 acc/top5: 0.7471 acc/mean1: 0.4981 2022/06/26 09:03:13 - mmengine - INFO - Epoch(train) [76][20/3757] lr: 6.294e-03 eta: 1 day, 4:48:51 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 6.1211 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2305 loss: 2.2305 2022/06/26 09:03:18 - mmengine - INFO - Epoch(train) [76][40/3757] lr: 6.294e-03 eta: 1 day, 4:48:46 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 6.1335 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1401 loss: 2.1401 2022/06/26 09:03:24 - mmengine - INFO - Epoch(train) [76][60/3757] lr: 6.294e-03 eta: 1 day, 4:48:41 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 6.4559 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.5847 loss: 2.5847 2022/06/26 09:03:29 - mmengine - INFO - Epoch(train) [76][80/3757] lr: 6.294e-03 eta: 1 day, 4:48:36 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 6.4619 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.3511 loss: 2.3511 2022/06/26 09:03:35 - mmengine - INFO - Epoch(train) [76][100/3757] lr: 6.294e-03 eta: 1 day, 4:48:31 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 5.8580 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3221 loss: 2.3221 2022/06/26 09:03:40 - mmengine - INFO - Epoch(train) [76][120/3757] lr: 6.294e-03 eta: 1 day, 4:48:26 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 7.3465 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.0255 loss: 2.0255 2022/06/26 09:03:45 - mmengine - INFO - Epoch(train) [76][140/3757] lr: 6.294e-03 eta: 1 day, 4:48:21 time: 0.267 data_time: 0.003 memory: 5036 grad_norm: 7.1191 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4338 loss: 2.4338 2022/06/26 09:03:51 - mmengine - INFO - Epoch(train) [76][160/3757] lr: 6.294e-03 eta: 1 day, 4:48:15 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 6.5571 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4534 loss: 2.4534 2022/06/26 09:03:56 - mmengine - INFO - Epoch(train) [76][180/3757] lr: 6.294e-03 eta: 1 day, 4:48:10 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 6.8153 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7083 loss: 2.7083 2022/06/26 09:04:01 - mmengine - INFO - Epoch(train) [76][200/3757] lr: 6.294e-03 eta: 1 day, 4:48:05 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 7.3863 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6995 loss: 2.6995 2022/06/26 09:04:06 - mmengine - INFO - Epoch(train) [76][220/3757] lr: 6.294e-03 eta: 1 day, 4:47:59 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.3784 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9223 loss: 2.9223 2022/06/26 09:04:08 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 09:04:11 - mmengine - INFO - Epoch(train) [76][240/3757] lr: 6.294e-03 eta: 1 day, 4:47:54 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 6.8839 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5304 loss: 2.5304 2022/06/26 09:04:17 - mmengine - INFO - Epoch(train) [76][260/3757] lr: 6.294e-03 eta: 1 day, 4:47:49 time: 0.263 data_time: 0.008 memory: 5036 grad_norm: 6.1989 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2249 loss: 2.2249 2022/06/26 09:04:22 - mmengine - INFO - Epoch(train) [76][280/3757] lr: 6.294e-03 eta: 1 day, 4:47:43 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 6.6611 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9199 loss: 2.9199 2022/06/26 09:04:27 - mmengine - INFO - Epoch(train) [76][300/3757] lr: 6.294e-03 eta: 1 day, 4:47:38 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 7.0265 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4499 loss: 2.4499 2022/06/26 09:04:32 - mmengine - INFO - Epoch(train) [76][320/3757] lr: 6.294e-03 eta: 1 day, 4:47:33 time: 0.249 data_time: 0.008 memory: 5036 grad_norm: 5.7542 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7706 loss: 2.7706 2022/06/26 09:04:38 - mmengine - INFO - Epoch(train) [76][340/3757] lr: 6.294e-03 eta: 1 day, 4:47:27 time: 0.261 data_time: 0.012 memory: 5036 grad_norm: 7.9056 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4922 loss: 2.4922 2022/06/26 09:04:43 - mmengine - INFO - Epoch(train) [76][360/3757] lr: 6.294e-03 eta: 1 day, 4:47:22 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 6.5848 top1_acc: 0.0000 top5_acc: 0.7500 loss_cls: 2.4011 loss: 2.4011 2022/06/26 09:04:48 - mmengine - INFO - Epoch(train) [76][380/3757] lr: 6.294e-03 eta: 1 day, 4:47:16 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 5.9945 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.4469 loss: 2.4469 2022/06/26 09:04:53 - mmengine - INFO - Epoch(train) [76][400/3757] lr: 6.294e-03 eta: 1 day, 4:47:11 time: 0.252 data_time: 0.008 memory: 5036 grad_norm: 6.2615 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6180 loss: 2.6180 2022/06/26 09:04:58 - mmengine - INFO - Epoch(train) [76][420/3757] lr: 6.294e-03 eta: 1 day, 4:47:06 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 6.2782 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3694 loss: 2.3694 2022/06/26 09:05:04 - mmengine - INFO - Epoch(train) [76][440/3757] lr: 6.294e-03 eta: 1 day, 4:47:00 time: 0.273 data_time: 0.004 memory: 5036 grad_norm: 7.1500 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.6142 loss: 2.6142 2022/06/26 09:05:09 - mmengine - INFO - Epoch(train) [76][460/3757] lr: 6.294e-03 eta: 1 day, 4:46:55 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 6.7066 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5770 loss: 2.5770 2022/06/26 09:05:14 - mmengine - INFO - Epoch(train) [76][480/3757] lr: 6.294e-03 eta: 1 day, 4:46:50 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 6.3503 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.6211 loss: 2.6211 2022/06/26 09:05:20 - mmengine - INFO - Epoch(train) [76][500/3757] lr: 6.294e-03 eta: 1 day, 4:46:45 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 6.3619 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6586 loss: 2.6586 2022/06/26 09:05:25 - mmengine - INFO - Epoch(train) [76][520/3757] lr: 6.294e-03 eta: 1 day, 4:46:40 time: 0.259 data_time: 0.009 memory: 5036 grad_norm: 6.2283 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2802 loss: 2.2802 2022/06/26 09:05:30 - mmengine - INFO - Epoch(train) [76][540/3757] lr: 6.294e-03 eta: 1 day, 4:46:34 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 6.7199 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.5838 loss: 2.5838 2022/06/26 09:05:35 - mmengine - INFO - Epoch(train) [76][560/3757] lr: 6.294e-03 eta: 1 day, 4:46:29 time: 0.266 data_time: 0.008 memory: 5036 grad_norm: 6.4700 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.8535 loss: 2.8535 2022/06/26 09:05:41 - mmengine - INFO - Epoch(train) [76][580/3757] lr: 6.294e-03 eta: 1 day, 4:46:24 time: 0.270 data_time: 0.006 memory: 5036 grad_norm: 7.2286 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7862 loss: 2.7862 2022/06/26 09:05:46 - mmengine - INFO - Epoch(train) [76][600/3757] lr: 6.294e-03 eta: 1 day, 4:46:19 time: 0.255 data_time: 0.004 memory: 5036 grad_norm: 6.4372 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.4812 loss: 2.4812 2022/06/26 09:05:51 - mmengine - INFO - Epoch(train) [76][620/3757] lr: 6.294e-03 eta: 1 day, 4:46:13 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 7.6003 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.8302 loss: 2.8302 2022/06/26 09:05:56 - mmengine - INFO - Epoch(train) [76][640/3757] lr: 6.294e-03 eta: 1 day, 4:46:08 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 6.7175 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0194 loss: 3.0194 2022/06/26 09:06:02 - mmengine - INFO - Epoch(train) [76][660/3757] lr: 6.294e-03 eta: 1 day, 4:46:03 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 7.0267 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.5866 loss: 2.5866 2022/06/26 09:06:07 - mmengine - INFO - Epoch(train) [76][680/3757] lr: 6.294e-03 eta: 1 day, 4:45:57 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 6.1102 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9545 loss: 2.9545 2022/06/26 09:06:12 - mmengine - INFO - Epoch(train) [76][700/3757] lr: 6.294e-03 eta: 1 day, 4:45:52 time: 0.257 data_time: 0.004 memory: 5036 grad_norm: 6.9016 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.4806 loss: 2.4806 2022/06/26 09:06:17 - mmengine - INFO - Epoch(train) [76][720/3757] lr: 6.294e-03 eta: 1 day, 4:45:47 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 6.2943 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1949 loss: 2.1949 2022/06/26 09:06:23 - mmengine - INFO - Epoch(train) [76][740/3757] lr: 6.294e-03 eta: 1 day, 4:45:41 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 7.4191 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6324 loss: 2.6324 2022/06/26 09:06:28 - mmengine - INFO - Epoch(train) [76][760/3757] lr: 6.294e-03 eta: 1 day, 4:45:36 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 7.2645 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.2251 loss: 2.2251 2022/06/26 09:06:33 - mmengine - INFO - Epoch(train) [76][780/3757] lr: 6.294e-03 eta: 1 day, 4:45:31 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 6.1512 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1760 loss: 2.1760 2022/06/26 09:06:38 - mmengine - INFO - Epoch(train) [76][800/3757] lr: 6.294e-03 eta: 1 day, 4:45:25 time: 0.265 data_time: 0.019 memory: 5036 grad_norm: 6.7768 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5805 loss: 2.5805 2022/06/26 09:06:44 - mmengine - INFO - Epoch(train) [76][820/3757] lr: 6.294e-03 eta: 1 day, 4:45:20 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 5.7926 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.7749 loss: 2.7749 2022/06/26 09:06:49 - mmengine - INFO - Epoch(train) [76][840/3757] lr: 6.294e-03 eta: 1 day, 4:45:15 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 9.4502 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.3101 loss: 2.3101 2022/06/26 09:06:54 - mmengine - INFO - Epoch(train) [76][860/3757] lr: 6.294e-03 eta: 1 day, 4:45:10 time: 0.266 data_time: 0.007 memory: 5036 grad_norm: 7.2080 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.1187 loss: 3.1187 2022/06/26 09:07:00 - mmengine - INFO - Epoch(train) [76][880/3757] lr: 6.294e-03 eta: 1 day, 4:45:04 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 6.1282 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3509 loss: 2.3509 2022/06/26 09:07:05 - mmengine - INFO - Epoch(train) [76][900/3757] lr: 6.294e-03 eta: 1 day, 4:44:59 time: 0.355 data_time: 0.018 memory: 5036 grad_norm: 6.3901 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3443 loss: 2.3443 2022/06/26 09:07:10 - mmengine - INFO - Epoch(train) [76][920/3757] lr: 6.294e-03 eta: 1 day, 4:44:54 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.7220 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.8642 loss: 2.8642 2022/06/26 09:07:15 - mmengine - INFO - Epoch(train) [76][940/3757] lr: 6.294e-03 eta: 1 day, 4:44:49 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 6.7851 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.3493 loss: 2.3493 2022/06/26 09:07:20 - mmengine - INFO - Epoch(train) [76][960/3757] lr: 6.294e-03 eta: 1 day, 4:44:43 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 6.6815 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4159 loss: 2.4159 2022/06/26 09:07:26 - mmengine - INFO - Epoch(train) [76][980/3757] lr: 6.294e-03 eta: 1 day, 4:44:38 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 6.6686 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.2979 loss: 2.2979 2022/06/26 09:07:31 - mmengine - INFO - Epoch(train) [76][1000/3757] lr: 6.294e-03 eta: 1 day, 4:44:33 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 5.7905 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4343 loss: 2.4343 2022/06/26 09:07:36 - mmengine - INFO - Epoch(train) [76][1020/3757] lr: 6.294e-03 eta: 1 day, 4:44:28 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 6.8698 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6415 loss: 2.6415 2022/06/26 09:07:42 - mmengine - INFO - Epoch(train) [76][1040/3757] lr: 6.294e-03 eta: 1 day, 4:44:22 time: 0.253 data_time: 0.013 memory: 5036 grad_norm: 6.6860 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.4975 loss: 2.4975 2022/06/26 09:07:47 - mmengine - INFO - Epoch(train) [76][1060/3757] lr: 6.294e-03 eta: 1 day, 4:44:17 time: 0.249 data_time: 0.008 memory: 5036 grad_norm: 6.3706 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.4368 loss: 2.4368 2022/06/26 09:07:52 - mmengine - INFO - Epoch(train) [76][1080/3757] lr: 6.294e-03 eta: 1 day, 4:44:12 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 7.1076 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3946 loss: 2.3946 2022/06/26 09:07:57 - mmengine - INFO - Epoch(train) [76][1100/3757] lr: 6.294e-03 eta: 1 day, 4:44:06 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 6.2829 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6647 loss: 2.6647 2022/06/26 09:08:02 - mmengine - INFO - Epoch(train) [76][1120/3757] lr: 6.294e-03 eta: 1 day, 4:44:01 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 6.8027 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.0106 loss: 3.0106 2022/06/26 09:08:08 - mmengine - INFO - Epoch(train) [76][1140/3757] lr: 6.294e-03 eta: 1 day, 4:43:56 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 6.6074 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4407 loss: 2.4407 2022/06/26 09:08:13 - mmengine - INFO - Epoch(train) [76][1160/3757] lr: 6.294e-03 eta: 1 day, 4:43:50 time: 0.270 data_time: 0.003 memory: 5036 grad_norm: 6.9802 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.9355 loss: 2.9355 2022/06/26 09:08:19 - mmengine - INFO - Epoch(train) [76][1180/3757] lr: 6.294e-03 eta: 1 day, 4:43:45 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 7.7757 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5476 loss: 2.5476 2022/06/26 09:08:24 - mmengine - INFO - Epoch(train) [76][1200/3757] lr: 6.294e-03 eta: 1 day, 4:43:40 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 6.5131 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.2729 loss: 2.2729 2022/06/26 09:08:29 - mmengine - INFO - Epoch(train) [76][1220/3757] lr: 6.294e-03 eta: 1 day, 4:43:35 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 6.8448 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.5998 loss: 2.5998 2022/06/26 09:08:30 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 09:08:34 - mmengine - INFO - Epoch(train) [76][1240/3757] lr: 6.294e-03 eta: 1 day, 4:43:29 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 7.2338 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4610 loss: 2.4610 2022/06/26 09:08:40 - mmengine - INFO - Epoch(train) [76][1260/3757] lr: 6.294e-03 eta: 1 day, 4:43:24 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 7.3611 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.4838 loss: 2.4838 2022/06/26 09:08:45 - mmengine - INFO - Epoch(train) [76][1280/3757] lr: 6.294e-03 eta: 1 day, 4:43:19 time: 0.403 data_time: 0.008 memory: 5036 grad_norm: 7.9269 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5490 loss: 2.5490 2022/06/26 09:08:50 - mmengine - INFO - Epoch(train) [76][1300/3757] lr: 6.294e-03 eta: 1 day, 4:43:14 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 6.7530 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.6592 loss: 2.6592 2022/06/26 09:08:56 - mmengine - INFO - Epoch(train) [76][1320/3757] lr: 6.294e-03 eta: 1 day, 4:43:09 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 7.0469 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.1170 loss: 2.1170 2022/06/26 09:09:01 - mmengine - INFO - Epoch(train) [76][1340/3757] lr: 6.294e-03 eta: 1 day, 4:43:03 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.2479 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.3223 loss: 2.3223 2022/06/26 09:09:06 - mmengine - INFO - Epoch(train) [76][1360/3757] lr: 6.294e-03 eta: 1 day, 4:42:58 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 6.4739 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.9223 loss: 2.9223 2022/06/26 09:09:11 - mmengine - INFO - Epoch(train) [76][1380/3757] lr: 6.294e-03 eta: 1 day, 4:42:53 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 6.5208 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3132 loss: 2.3132 2022/06/26 09:09:16 - mmengine - INFO - Epoch(train) [76][1400/3757] lr: 6.294e-03 eta: 1 day, 4:42:47 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 6.8315 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.3933 loss: 2.3933 2022/06/26 09:09:21 - mmengine - INFO - Epoch(train) [76][1420/3757] lr: 6.294e-03 eta: 1 day, 4:42:42 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 7.0456 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.3434 loss: 2.3434 2022/06/26 09:09:27 - mmengine - INFO - Epoch(train) [76][1440/3757] lr: 6.294e-03 eta: 1 day, 4:42:36 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 5.5856 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.7310 loss: 2.7310 2022/06/26 09:09:32 - mmengine - INFO - Epoch(train) [76][1460/3757] lr: 6.294e-03 eta: 1 day, 4:42:31 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.1927 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5515 loss: 2.5515 2022/06/26 09:09:37 - mmengine - INFO - Epoch(train) [76][1480/3757] lr: 6.294e-03 eta: 1 day, 4:42:25 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 7.2844 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.8039 loss: 2.8039 2022/06/26 09:09:42 - mmengine - INFO - Epoch(train) [76][1500/3757] lr: 6.294e-03 eta: 1 day, 4:42:20 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 5.6686 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6731 loss: 2.6731 2022/06/26 09:09:47 - mmengine - INFO - Epoch(train) [76][1520/3757] lr: 6.294e-03 eta: 1 day, 4:42:15 time: 0.269 data_time: 0.006 memory: 5036 grad_norm: 6.8226 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.7675 loss: 2.7675 2022/06/26 09:09:52 - mmengine - INFO - Epoch(train) [76][1540/3757] lr: 6.294e-03 eta: 1 day, 4:42:09 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 6.0340 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.0674 loss: 3.0674 2022/06/26 09:09:58 - mmengine - INFO - Epoch(train) [76][1560/3757] lr: 6.294e-03 eta: 1 day, 4:42:04 time: 0.271 data_time: 0.012 memory: 5036 grad_norm: 6.4567 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.2641 loss: 2.2641 2022/06/26 09:10:03 - mmengine - INFO - Epoch(train) [76][1580/3757] lr: 6.294e-03 eta: 1 day, 4:41:59 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 6.7682 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6542 loss: 2.6542 2022/06/26 09:10:08 - mmengine - INFO - Epoch(train) [76][1600/3757] lr: 6.294e-03 eta: 1 day, 4:41:53 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 6.1369 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7183 loss: 2.7183 2022/06/26 09:10:13 - mmengine - INFO - Epoch(train) [76][1620/3757] lr: 6.294e-03 eta: 1 day, 4:41:48 time: 0.270 data_time: 0.006 memory: 5036 grad_norm: 6.5457 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4124 loss: 2.4124 2022/06/26 09:10:19 - mmengine - INFO - Epoch(train) [76][1640/3757] lr: 6.294e-03 eta: 1 day, 4:41:43 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 6.5104 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8141 loss: 2.8141 2022/06/26 09:10:24 - mmengine - INFO - Epoch(train) [76][1660/3757] lr: 6.294e-03 eta: 1 day, 4:41:37 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 6.2065 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.7234 loss: 2.7234 2022/06/26 09:10:29 - mmengine - INFO - Epoch(train) [76][1680/3757] lr: 6.294e-03 eta: 1 day, 4:41:32 time: 0.252 data_time: 0.012 memory: 5036 grad_norm: 5.9731 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6933 loss: 2.6933 2022/06/26 09:10:34 - mmengine - INFO - Epoch(train) [76][1700/3757] lr: 6.294e-03 eta: 1 day, 4:41:26 time: 0.243 data_time: 0.003 memory: 5036 grad_norm: 6.3832 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.5644 loss: 2.5644 2022/06/26 09:10:40 - mmengine - INFO - Epoch(train) [76][1720/3757] lr: 6.294e-03 eta: 1 day, 4:41:21 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 6.6837 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8260 loss: 2.8260 2022/06/26 09:10:45 - mmengine - INFO - Epoch(train) [76][1740/3757] lr: 6.294e-03 eta: 1 day, 4:41:16 time: 0.290 data_time: 0.003 memory: 5036 grad_norm: 6.7759 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.5190 loss: 2.5190 2022/06/26 09:10:50 - mmengine - INFO - Epoch(train) [76][1760/3757] lr: 6.294e-03 eta: 1 day, 4:41:11 time: 0.256 data_time: 0.016 memory: 5036 grad_norm: 6.1081 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.1641 loss: 2.1641 2022/06/26 09:10:56 - mmengine - INFO - Epoch(train) [76][1780/3757] lr: 6.294e-03 eta: 1 day, 4:41:06 time: 0.260 data_time: 0.016 memory: 5036 grad_norm: 7.4178 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2121 loss: 2.2121 2022/06/26 09:11:01 - mmengine - INFO - Epoch(train) [76][1800/3757] lr: 6.294e-03 eta: 1 day, 4:41:01 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.2146 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6987 loss: 2.6987 2022/06/26 09:11:06 - mmengine - INFO - Epoch(train) [76][1820/3757] lr: 6.294e-03 eta: 1 day, 4:40:55 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 7.0357 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3491 loss: 2.3491 2022/06/26 09:11:11 - mmengine - INFO - Epoch(train) [76][1840/3757] lr: 6.294e-03 eta: 1 day, 4:40:50 time: 0.252 data_time: 0.012 memory: 5036 grad_norm: 6.0081 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.5798 loss: 2.5798 2022/06/26 09:11:17 - mmengine - INFO - Epoch(train) [76][1860/3757] lr: 6.294e-03 eta: 1 day, 4:40:45 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 7.2677 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.3173 loss: 2.3173 2022/06/26 09:11:22 - mmengine - INFO - Epoch(train) [76][1880/3757] lr: 6.294e-03 eta: 1 day, 4:40:40 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 6.6879 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4164 loss: 2.4164 2022/06/26 09:11:27 - mmengine - INFO - Epoch(train) [76][1900/3757] lr: 6.294e-03 eta: 1 day, 4:40:34 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 7.0333 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.9024 loss: 2.9024 2022/06/26 09:11:32 - mmengine - INFO - Epoch(train) [76][1920/3757] lr: 6.294e-03 eta: 1 day, 4:40:29 time: 0.260 data_time: 0.009 memory: 5036 grad_norm: 6.5147 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2085 loss: 2.2085 2022/06/26 09:11:37 - mmengine - INFO - Epoch(train) [76][1940/3757] lr: 6.294e-03 eta: 1 day, 4:40:23 time: 0.247 data_time: 0.004 memory: 5036 grad_norm: 6.0724 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4249 loss: 2.4249 2022/06/26 09:11:43 - mmengine - INFO - Epoch(train) [76][1960/3757] lr: 6.294e-03 eta: 1 day, 4:40:18 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 8.6530 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2602 loss: 2.2602 2022/06/26 09:11:48 - mmengine - INFO - Epoch(train) [76][1980/3757] lr: 6.294e-03 eta: 1 day, 4:40:13 time: 0.249 data_time: 0.008 memory: 5036 grad_norm: 6.3232 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.5425 loss: 2.5425 2022/06/26 09:11:53 - mmengine - INFO - Epoch(train) [76][2000/3757] lr: 6.294e-03 eta: 1 day, 4:40:07 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 6.9246 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.0871 loss: 2.0871 2022/06/26 09:11:59 - mmengine - INFO - Epoch(train) [76][2020/3757] lr: 6.294e-03 eta: 1 day, 4:40:02 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 6.9805 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5116 loss: 2.5116 2022/06/26 09:12:04 - mmengine - INFO - Epoch(train) [76][2040/3757] lr: 6.294e-03 eta: 1 day, 4:39:57 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.8159 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.8574 loss: 2.8574 2022/06/26 09:12:09 - mmengine - INFO - Epoch(train) [76][2060/3757] lr: 6.294e-03 eta: 1 day, 4:39:52 time: 0.256 data_time: 0.010 memory: 5036 grad_norm: 7.2021 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2694 loss: 2.2694 2022/06/26 09:12:14 - mmengine - INFO - Epoch(train) [76][2080/3757] lr: 6.294e-03 eta: 1 day, 4:39:46 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 6.7391 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3795 loss: 2.3795 2022/06/26 09:12:20 - mmengine - INFO - Epoch(train) [76][2100/3757] lr: 6.294e-03 eta: 1 day, 4:39:41 time: 0.259 data_time: 0.011 memory: 5036 grad_norm: 6.8992 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2054 loss: 2.2054 2022/06/26 09:12:25 - mmengine - INFO - Epoch(train) [76][2120/3757] lr: 6.294e-03 eta: 1 day, 4:39:36 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 6.6245 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8138 loss: 2.8138 2022/06/26 09:12:30 - mmengine - INFO - Epoch(train) [76][2140/3757] lr: 6.294e-03 eta: 1 day, 4:39:31 time: 0.259 data_time: 0.008 memory: 5036 grad_norm: 6.5892 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4656 loss: 2.4656 2022/06/26 09:12:35 - mmengine - INFO - Epoch(train) [76][2160/3757] lr: 6.294e-03 eta: 1 day, 4:39:25 time: 0.270 data_time: 0.009 memory: 5036 grad_norm: 5.5346 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3737 loss: 2.3737 2022/06/26 09:12:40 - mmengine - INFO - Epoch(train) [76][2180/3757] lr: 6.294e-03 eta: 1 day, 4:39:20 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 6.4117 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.3109 loss: 2.3109 2022/06/26 09:12:46 - mmengine - INFO - Epoch(train) [76][2200/3757] lr: 6.294e-03 eta: 1 day, 4:39:15 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 5.6492 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.2427 loss: 3.2427 2022/06/26 09:12:51 - mmengine - INFO - Epoch(train) [76][2220/3757] lr: 6.294e-03 eta: 1 day, 4:39:09 time: 0.255 data_time: 0.010 memory: 5036 grad_norm: 6.1863 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1327 loss: 2.1327 2022/06/26 09:12:52 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 09:12:56 - mmengine - INFO - Epoch(train) [76][2240/3757] lr: 6.294e-03 eta: 1 day, 4:39:04 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 7.2236 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7787 loss: 2.7787 2022/06/26 09:13:02 - mmengine - INFO - Epoch(train) [76][2260/3757] lr: 6.294e-03 eta: 1 day, 4:38:59 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.4989 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3132 loss: 2.3132 2022/06/26 09:13:07 - mmengine - INFO - Epoch(train) [76][2280/3757] lr: 6.294e-03 eta: 1 day, 4:38:54 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 6.8203 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.4021 loss: 2.4021 2022/06/26 09:13:12 - mmengine - INFO - Epoch(train) [76][2300/3757] lr: 6.294e-03 eta: 1 day, 4:38:48 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 6.7963 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.7602 loss: 2.7602 2022/06/26 09:13:17 - mmengine - INFO - Epoch(train) [76][2320/3757] lr: 6.294e-03 eta: 1 day, 4:38:43 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 6.4503 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5279 loss: 2.5279 2022/06/26 09:13:22 - mmengine - INFO - Epoch(train) [76][2340/3757] lr: 6.294e-03 eta: 1 day, 4:38:37 time: 0.251 data_time: 0.007 memory: 5036 grad_norm: 6.8056 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5319 loss: 2.5319 2022/06/26 09:13:28 - mmengine - INFO - Epoch(train) [76][2360/3757] lr: 6.294e-03 eta: 1 day, 4:38:33 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 7.4309 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.4661 loss: 2.4661 2022/06/26 09:13:33 - mmengine - INFO - Epoch(train) [76][2380/3757] lr: 6.294e-03 eta: 1 day, 4:38:28 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 6.8912 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5956 loss: 2.5956 2022/06/26 09:13:39 - mmengine - INFO - Epoch(train) [76][2400/3757] lr: 6.294e-03 eta: 1 day, 4:38:22 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 6.3889 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3084 loss: 2.3084 2022/06/26 09:13:44 - mmengine - INFO - Epoch(train) [76][2420/3757] lr: 6.294e-03 eta: 1 day, 4:38:17 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 6.1140 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6308 loss: 2.6308 2022/06/26 09:13:49 - mmengine - INFO - Epoch(train) [76][2440/3757] lr: 6.294e-03 eta: 1 day, 4:38:11 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 6.7574 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8973 loss: 2.8973 2022/06/26 09:13:54 - mmengine - INFO - Epoch(train) [76][2460/3757] lr: 6.294e-03 eta: 1 day, 4:38:06 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 7.9793 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.2261 loss: 3.2261 2022/06/26 09:13:59 - mmengine - INFO - Epoch(train) [76][2480/3757] lr: 6.294e-03 eta: 1 day, 4:38:00 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 6.3634 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5226 loss: 2.5226 2022/06/26 09:14:04 - mmengine - INFO - Epoch(train) [76][2500/3757] lr: 6.294e-03 eta: 1 day, 4:37:55 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 6.4350 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.8231 loss: 2.8231 2022/06/26 09:14:09 - mmengine - INFO - Epoch(train) [76][2520/3757] lr: 6.294e-03 eta: 1 day, 4:37:49 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 6.3187 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6989 loss: 2.6989 2022/06/26 09:14:15 - mmengine - INFO - Epoch(train) [76][2540/3757] lr: 6.294e-03 eta: 1 day, 4:37:44 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 7.8998 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.4409 loss: 2.4409 2022/06/26 09:14:20 - mmengine - INFO - Epoch(train) [76][2560/3757] lr: 6.294e-03 eta: 1 day, 4:37:39 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 6.2667 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.1183 loss: 2.1183 2022/06/26 09:14:25 - mmengine - INFO - Epoch(train) [76][2580/3757] lr: 6.294e-03 eta: 1 day, 4:37:33 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 6.1102 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.9030 loss: 2.9030 2022/06/26 09:14:30 - mmengine - INFO - Epoch(train) [76][2600/3757] lr: 6.294e-03 eta: 1 day, 4:37:28 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 6.3293 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5080 loss: 2.5080 2022/06/26 09:14:35 - mmengine - INFO - Epoch(train) [76][2620/3757] lr: 6.294e-03 eta: 1 day, 4:37:23 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 7.1549 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.6326 loss: 2.6326 2022/06/26 09:14:41 - mmengine - INFO - Epoch(train) [76][2640/3757] lr: 6.294e-03 eta: 1 day, 4:37:17 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 6.3501 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6199 loss: 2.6199 2022/06/26 09:14:46 - mmengine - INFO - Epoch(train) [76][2660/3757] lr: 6.294e-03 eta: 1 day, 4:37:12 time: 0.255 data_time: 0.011 memory: 5036 grad_norm: 7.4509 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9783 loss: 1.9783 2022/06/26 09:14:51 - mmengine - INFO - Epoch(train) [76][2680/3757] lr: 6.294e-03 eta: 1 day, 4:37:06 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 7.5546 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2106 loss: 2.2106 2022/06/26 09:14:56 - mmengine - INFO - Epoch(train) [76][2700/3757] lr: 6.294e-03 eta: 1 day, 4:37:01 time: 0.259 data_time: 0.008 memory: 5036 grad_norm: 6.5816 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.6455 loss: 2.6455 2022/06/26 09:15:01 - mmengine - INFO - Epoch(train) [76][2720/3757] lr: 6.294e-03 eta: 1 day, 4:36:56 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 6.2332 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5792 loss: 2.5792 2022/06/26 09:15:07 - mmengine - INFO - Epoch(train) [76][2740/3757] lr: 6.294e-03 eta: 1 day, 4:36:51 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 7.2337 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.7829 loss: 2.7829 2022/06/26 09:15:12 - mmengine - INFO - Epoch(train) [76][2760/3757] lr: 6.294e-03 eta: 1 day, 4:36:45 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 7.3612 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.3735 loss: 2.3735 2022/06/26 09:15:17 - mmengine - INFO - Epoch(train) [76][2780/3757] lr: 6.294e-03 eta: 1 day, 4:36:40 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 6.2901 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.4340 loss: 2.4340 2022/06/26 09:15:22 - mmengine - INFO - Epoch(train) [76][2800/3757] lr: 6.294e-03 eta: 1 day, 4:36:35 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 5.9854 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.3304 loss: 2.3304 2022/06/26 09:15:28 - mmengine - INFO - Epoch(train) [76][2820/3757] lr: 6.294e-03 eta: 1 day, 4:36:29 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 7.0448 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2379 loss: 2.2379 2022/06/26 09:15:33 - mmengine - INFO - Epoch(train) [76][2840/3757] lr: 6.294e-03 eta: 1 day, 4:36:24 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 6.6463 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.2476 loss: 3.2476 2022/06/26 09:15:38 - mmengine - INFO - Epoch(train) [76][2860/3757] lr: 6.294e-03 eta: 1 day, 4:36:19 time: 0.283 data_time: 0.006 memory: 5036 grad_norm: 5.6218 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.6712 loss: 2.6712 2022/06/26 09:15:43 - mmengine - INFO - Epoch(train) [76][2880/3757] lr: 6.294e-03 eta: 1 day, 4:36:13 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 5.4401 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1496 loss: 2.1496 2022/06/26 09:15:49 - mmengine - INFO - Epoch(train) [76][2900/3757] lr: 6.294e-03 eta: 1 day, 4:36:09 time: 0.249 data_time: 0.010 memory: 5036 grad_norm: 6.7710 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6092 loss: 2.6092 2022/06/26 09:15:54 - mmengine - INFO - Epoch(train) [76][2920/3757] lr: 6.294e-03 eta: 1 day, 4:36:03 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 6.3606 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.8646 loss: 2.8646 2022/06/26 09:16:00 - mmengine - INFO - Epoch(train) [76][2940/3757] lr: 6.294e-03 eta: 1 day, 4:35:58 time: 0.285 data_time: 0.007 memory: 5036 grad_norm: 6.4165 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.6071 loss: 2.6071 2022/06/26 09:16:05 - mmengine - INFO - Epoch(train) [76][2960/3757] lr: 6.294e-03 eta: 1 day, 4:35:53 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 7.9890 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.5649 loss: 2.5649 2022/06/26 09:16:10 - mmengine - INFO - Epoch(train) [76][2980/3757] lr: 6.294e-03 eta: 1 day, 4:35:48 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 7.1993 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7418 loss: 2.7418 2022/06/26 09:16:15 - mmengine - INFO - Epoch(train) [76][3000/3757] lr: 6.294e-03 eta: 1 day, 4:35:42 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 7.0981 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.8970 loss: 2.8970 2022/06/26 09:16:21 - mmengine - INFO - Epoch(train) [76][3020/3757] lr: 6.294e-03 eta: 1 day, 4:35:37 time: 0.274 data_time: 0.008 memory: 5036 grad_norm: 6.2377 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.1366 loss: 2.1366 2022/06/26 09:16:26 - mmengine - INFO - Epoch(train) [76][3040/3757] lr: 6.294e-03 eta: 1 day, 4:35:32 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 7.1073 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.4719 loss: 2.4719 2022/06/26 09:16:31 - mmengine - INFO - Epoch(train) [76][3060/3757] lr: 6.294e-03 eta: 1 day, 4:35:27 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 6.0003 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1380 loss: 2.1380 2022/06/26 09:16:37 - mmengine - INFO - Epoch(train) [76][3080/3757] lr: 6.294e-03 eta: 1 day, 4:35:22 time: 0.248 data_time: 0.007 memory: 5036 grad_norm: 7.1431 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5400 loss: 2.5400 2022/06/26 09:16:42 - mmengine - INFO - Epoch(train) [76][3100/3757] lr: 6.294e-03 eta: 1 day, 4:35:16 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 6.4725 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4632 loss: 2.4632 2022/06/26 09:16:47 - mmengine - INFO - Epoch(train) [76][3120/3757] lr: 6.294e-03 eta: 1 day, 4:35:11 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 6.8957 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3179 loss: 2.3179 2022/06/26 09:16:53 - mmengine - INFO - Epoch(train) [76][3140/3757] lr: 6.294e-03 eta: 1 day, 4:35:06 time: 0.261 data_time: 0.009 memory: 5036 grad_norm: 6.3662 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4324 loss: 2.4324 2022/06/26 09:16:58 - mmengine - INFO - Epoch(train) [76][3160/3757] lr: 6.294e-03 eta: 1 day, 4:35:00 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 7.7043 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2516 loss: 2.2516 2022/06/26 09:17:03 - mmengine - INFO - Epoch(train) [76][3180/3757] lr: 6.294e-03 eta: 1 day, 4:34:55 time: 0.254 data_time: 0.011 memory: 5036 grad_norm: 7.7008 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2357 loss: 2.2357 2022/06/26 09:17:08 - mmengine - INFO - Epoch(train) [76][3200/3757] lr: 6.294e-03 eta: 1 day, 4:34:49 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 6.7099 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4554 loss: 2.4554 2022/06/26 09:17:13 - mmengine - INFO - Epoch(train) [76][3220/3757] lr: 6.294e-03 eta: 1 day, 4:34:44 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 6.1776 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3808 loss: 2.3808 2022/06/26 09:17:14 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 09:17:18 - mmengine - INFO - Epoch(train) [76][3240/3757] lr: 6.294e-03 eta: 1 day, 4:34:39 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 6.5236 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.4335 loss: 2.4335 2022/06/26 09:17:23 - mmengine - INFO - Epoch(train) [76][3260/3757] lr: 6.294e-03 eta: 1 day, 4:34:33 time: 0.247 data_time: 0.006 memory: 5036 grad_norm: 6.8257 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6220 loss: 2.6220 2022/06/26 09:17:28 - mmengine - INFO - Epoch(train) [76][3280/3757] lr: 6.294e-03 eta: 1 day, 4:34:28 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 6.4147 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2678 loss: 2.2678 2022/06/26 09:17:34 - mmengine - INFO - Epoch(train) [76][3300/3757] lr: 6.294e-03 eta: 1 day, 4:34:22 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.3636 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0418 loss: 2.0418 2022/06/26 09:17:39 - mmengine - INFO - Epoch(train) [76][3320/3757] lr: 6.294e-03 eta: 1 day, 4:34:17 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 6.0955 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6337 loss: 2.6337 2022/06/26 09:17:44 - mmengine - INFO - Epoch(train) [76][3340/3757] lr: 6.294e-03 eta: 1 day, 4:34:12 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 7.7508 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.2523 loss: 2.2523 2022/06/26 09:17:49 - mmengine - INFO - Epoch(train) [76][3360/3757] lr: 6.294e-03 eta: 1 day, 4:34:06 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 6.9072 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.5455 loss: 2.5455 2022/06/26 09:17:55 - mmengine - INFO - Epoch(train) [76][3380/3757] lr: 6.294e-03 eta: 1 day, 4:34:01 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 7.1572 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.5517 loss: 2.5517 2022/06/26 09:18:00 - mmengine - INFO - Epoch(train) [76][3400/3757] lr: 6.294e-03 eta: 1 day, 4:33:56 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 7.8157 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.6179 loss: 2.6179 2022/06/26 09:18:05 - mmengine - INFO - Epoch(train) [76][3420/3757] lr: 6.294e-03 eta: 1 day, 4:33:51 time: 0.257 data_time: 0.012 memory: 5036 grad_norm: 6.6746 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.8275 loss: 2.8275 2022/06/26 09:18:11 - mmengine - INFO - Epoch(train) [76][3440/3757] lr: 6.294e-03 eta: 1 day, 4:33:46 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 6.6036 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.7213 loss: 2.7213 2022/06/26 09:18:16 - mmengine - INFO - Epoch(train) [76][3460/3757] lr: 6.294e-03 eta: 1 day, 4:33:41 time: 0.528 data_time: 0.006 memory: 5036 grad_norm: 5.4699 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3274 loss: 2.3274 2022/06/26 09:18:21 - mmengine - INFO - Epoch(train) [76][3480/3757] lr: 6.294e-03 eta: 1 day, 4:33:35 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 6.4851 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5231 loss: 2.5231 2022/06/26 09:18:27 - mmengine - INFO - Epoch(train) [76][3500/3757] lr: 6.294e-03 eta: 1 day, 4:33:30 time: 0.250 data_time: 0.012 memory: 5036 grad_norm: 6.4142 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5465 loss: 2.5465 2022/06/26 09:18:32 - mmengine - INFO - Epoch(train) [76][3520/3757] lr: 6.294e-03 eta: 1 day, 4:33:24 time: 0.266 data_time: 0.006 memory: 5036 grad_norm: 6.7252 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5809 loss: 2.5809 2022/06/26 09:18:37 - mmengine - INFO - Epoch(train) [76][3540/3757] lr: 6.294e-03 eta: 1 day, 4:33:19 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 7.3197 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8135 loss: 2.8135 2022/06/26 09:18:42 - mmengine - INFO - Epoch(train) [76][3560/3757] lr: 6.294e-03 eta: 1 day, 4:33:14 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 6.4251 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8040 loss: 2.8040 2022/06/26 09:18:48 - mmengine - INFO - Epoch(train) [76][3580/3757] lr: 6.294e-03 eta: 1 day, 4:33:09 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 6.3322 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.7464 loss: 2.7464 2022/06/26 09:18:53 - mmengine - INFO - Epoch(train) [76][3600/3757] lr: 6.294e-03 eta: 1 day, 4:33:03 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 6.0078 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4899 loss: 2.4899 2022/06/26 09:18:58 - mmengine - INFO - Epoch(train) [76][3620/3757] lr: 6.294e-03 eta: 1 day, 4:32:59 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 5.7071 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.7974 loss: 2.7974 2022/06/26 09:19:03 - mmengine - INFO - Epoch(train) [76][3640/3757] lr: 6.294e-03 eta: 1 day, 4:32:53 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 6.5869 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3428 loss: 2.3428 2022/06/26 09:19:09 - mmengine - INFO - Epoch(train) [76][3660/3757] lr: 6.294e-03 eta: 1 day, 4:32:48 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 6.3948 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.5087 loss: 2.5087 2022/06/26 09:19:14 - mmengine - INFO - Epoch(train) [76][3680/3757] lr: 6.294e-03 eta: 1 day, 4:32:42 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 6.8938 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7111 loss: 2.7111 2022/06/26 09:19:19 - mmengine - INFO - Epoch(train) [76][3700/3757] lr: 6.294e-03 eta: 1 day, 4:32:37 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 6.0427 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6799 loss: 2.6799 2022/06/26 09:19:24 - mmengine - INFO - Epoch(train) [76][3720/3757] lr: 6.294e-03 eta: 1 day, 4:32:31 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 6.7872 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6589 loss: 2.6589 2022/06/26 09:19:29 - mmengine - INFO - Epoch(train) [76][3740/3757] lr: 6.294e-03 eta: 1 day, 4:32:26 time: 0.244 data_time: 0.002 memory: 5036 grad_norm: 5.9208 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6220 loss: 2.6220 2022/06/26 09:19:33 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 09:19:33 - mmengine - INFO - Saving checkpoint at 76 epochs 2022/06/26 09:19:47 - mmengine - INFO - Epoch(val) [76][20/310] eta: 0:01:46 time: 0.194 data_time: 0.092 memory: 5036 2022/06/26 09:19:51 - mmengine - INFO - Epoch(val) [76][40/310] eta: 0:01:33 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 09:19:56 - mmengine - INFO - Epoch(val) [76][60/310] eta: 0:00:37 time: 0.109 data_time: 0.001 memory: 1723 2022/06/26 09:20:00 - mmengine - INFO - Epoch(val) [76][80/310] eta: 0:00:24 time: 0.105 data_time: 0.003 memory: 1723 2022/06/26 09:20:07 - mmengine - INFO - Epoch(val) [76][100/310] eta: 0:01:08 time: 0.262 data_time: 0.154 memory: 1723 2022/06/26 09:20:12 - mmengine - INFO - Epoch(val) [76][120/310] eta: 0:01:09 time: 0.115 data_time: 0.014 memory: 1723 2022/06/26 09:20:16 - mmengine - INFO - Epoch(val) [76][140/310] eta: 0:00:25 time: 0.111 data_time: 0.002 memory: 1723 2022/06/26 09:20:21 - mmengine - INFO - Epoch(val) [76][160/310] eta: 0:00:15 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 09:20:28 - mmengine - INFO - Epoch(val) [76][180/310] eta: 0:00:46 time: 0.809 data_time: 0.702 memory: 1723 2022/06/26 09:20:33 - mmengine - INFO - Epoch(val) [76][200/310] eta: 0:00:40 time: 0.103 data_time: 0.002 memory: 1723 2022/06/26 09:20:38 - mmengine - INFO - Epoch(val) [76][220/310] eta: 0:00:20 time: 0.108 data_time: 0.001 memory: 1723 2022/06/26 09:20:42 - mmengine - INFO - Epoch(val) [76][240/310] eta: 0:00:11 time: 0.105 data_time: 0.002 memory: 1723 2022/06/26 09:20:49 - mmengine - INFO - Epoch(val) [76][260/310] eta: 0:00:17 time: 0.374 data_time: 0.271 memory: 1723 2022/06/26 09:20:53 - mmengine - INFO - Epoch(val) [76][280/310] eta: 0:00:08 time: 0.111 data_time: 0.002 memory: 1723 2022/06/26 09:20:55 - mmengine - INFO - Epoch(val) [76][300/310] eta: 0:00:01 time: 0.103 data_time: 0.002 memory: 1723 2022/06/26 09:20:58 - mmengine - INFO - Epoch(val) [76][310/310] acc/top1: 0.5036 acc/top5: 0.7504 acc/mean1: 0.5034 2022/06/26 09:21:08 - mmengine - INFO - Epoch(train) [77][20/3757] lr: 6.210e-03 eta: 1 day, 4:32:19 time: 0.273 data_time: 0.004 memory: 5036 grad_norm: 7.3792 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.4827 loss: 2.4827 2022/06/26 09:21:13 - mmengine - INFO - Epoch(train) [77][40/3757] lr: 6.210e-03 eta: 1 day, 4:32:14 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 6.3715 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8308 loss: 2.8308 2022/06/26 09:21:18 - mmengine - INFO - Epoch(train) [77][60/3757] lr: 6.210e-03 eta: 1 day, 4:32:09 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 6.1952 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2813 loss: 2.2813 2022/06/26 09:21:23 - mmengine - INFO - Epoch(train) [77][80/3757] lr: 6.210e-03 eta: 1 day, 4:32:04 time: 0.245 data_time: 0.003 memory: 5036 grad_norm: 6.9352 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6033 loss: 2.6033 2022/06/26 09:21:29 - mmengine - INFO - Epoch(train) [77][100/3757] lr: 6.210e-03 eta: 1 day, 4:31:59 time: 0.278 data_time: 0.004 memory: 5036 grad_norm: 6.7354 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5687 loss: 2.5687 2022/06/26 09:21:34 - mmengine - INFO - Epoch(train) [77][120/3757] lr: 6.210e-03 eta: 1 day, 4:31:53 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 6.7629 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.1616 loss: 2.1616 2022/06/26 09:21:40 - mmengine - INFO - Epoch(train) [77][140/3757] lr: 6.210e-03 eta: 1 day, 4:31:48 time: 0.245 data_time: 0.004 memory: 5036 grad_norm: 6.8935 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5370 loss: 2.5370 2022/06/26 09:21:45 - mmengine - INFO - Epoch(train) [77][160/3757] lr: 6.210e-03 eta: 1 day, 4:31:43 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 6.8186 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.3980 loss: 2.3980 2022/06/26 09:21:50 - mmengine - INFO - Epoch(train) [77][180/3757] lr: 6.210e-03 eta: 1 day, 4:31:38 time: 0.272 data_time: 0.003 memory: 5036 grad_norm: 7.1065 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6456 loss: 2.6456 2022/06/26 09:21:55 - mmengine - INFO - Epoch(train) [77][200/3757] lr: 6.210e-03 eta: 1 day, 4:31:33 time: 0.248 data_time: 0.005 memory: 5036 grad_norm: 6.6266 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.2996 loss: 2.2996 2022/06/26 09:22:01 - mmengine - INFO - Epoch(train) [77][220/3757] lr: 6.210e-03 eta: 1 day, 4:31:28 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 6.5636 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.3010 loss: 2.3010 2022/06/26 09:22:06 - mmengine - INFO - Epoch(train) [77][240/3757] lr: 6.210e-03 eta: 1 day, 4:31:23 time: 0.315 data_time: 0.003 memory: 5036 grad_norm: 5.5449 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.4791 loss: 2.4791 2022/06/26 09:22:12 - mmengine - INFO - Epoch(train) [77][260/3757] lr: 6.210e-03 eta: 1 day, 4:31:18 time: 0.383 data_time: 0.002 memory: 5036 grad_norm: 7.0289 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.0715 loss: 2.0715 2022/06/26 09:22:17 - mmengine - INFO - Epoch(train) [77][280/3757] lr: 6.210e-03 eta: 1 day, 4:31:12 time: 0.247 data_time: 0.006 memory: 5036 grad_norm: 6.0957 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4077 loss: 2.4077 2022/06/26 09:22:22 - mmengine - INFO - Epoch(train) [77][300/3757] lr: 6.210e-03 eta: 1 day, 4:31:07 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 7.0270 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2465 loss: 2.2465 2022/06/26 09:22:27 - mmengine - INFO - Epoch(train) [77][320/3757] lr: 6.210e-03 eta: 1 day, 4:31:02 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 5.9385 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5009 loss: 2.5009 2022/06/26 09:22:33 - mmengine - INFO - Epoch(train) [77][340/3757] lr: 6.210e-03 eta: 1 day, 4:30:56 time: 0.269 data_time: 0.010 memory: 5036 grad_norm: 6.9652 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.4540 loss: 2.4540 2022/06/26 09:22:38 - mmengine - INFO - Epoch(train) [77][360/3757] lr: 6.210e-03 eta: 1 day, 4:30:51 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 6.6214 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.4276 loss: 2.4276 2022/06/26 09:22:43 - mmengine - INFO - Epoch(train) [77][380/3757] lr: 6.210e-03 eta: 1 day, 4:30:46 time: 0.253 data_time: 0.014 memory: 5036 grad_norm: 7.4563 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.4492 loss: 2.4492 2022/06/26 09:22:48 - mmengine - INFO - Epoch(train) [77][400/3757] lr: 6.210e-03 eta: 1 day, 4:30:40 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 6.6687 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4886 loss: 2.4886 2022/06/26 09:22:54 - mmengine - INFO - Epoch(train) [77][420/3757] lr: 6.210e-03 eta: 1 day, 4:30:35 time: 0.250 data_time: 0.009 memory: 5036 grad_norm: 6.3130 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.5537 loss: 2.5537 2022/06/26 09:22:59 - mmengine - INFO - Epoch(train) [77][440/3757] lr: 6.210e-03 eta: 1 day, 4:30:30 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 7.5998 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6309 loss: 2.6309 2022/06/26 09:23:04 - mmengine - INFO - Epoch(train) [77][460/3757] lr: 6.210e-03 eta: 1 day, 4:30:24 time: 0.262 data_time: 0.009 memory: 5036 grad_norm: 6.8925 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.5343 loss: 2.5343 2022/06/26 09:23:06 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 09:23:09 - mmengine - INFO - Epoch(train) [77][480/3757] lr: 6.210e-03 eta: 1 day, 4:30:19 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 7.6727 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8415 loss: 2.8415 2022/06/26 09:23:14 - mmengine - INFO - Epoch(train) [77][500/3757] lr: 6.210e-03 eta: 1 day, 4:30:14 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 7.5595 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0972 loss: 2.0972 2022/06/26 09:23:20 - mmengine - INFO - Epoch(train) [77][520/3757] lr: 6.210e-03 eta: 1 day, 4:30:08 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 6.9227 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6761 loss: 2.6761 2022/06/26 09:23:25 - mmengine - INFO - Epoch(train) [77][540/3757] lr: 6.210e-03 eta: 1 day, 4:30:03 time: 0.263 data_time: 0.008 memory: 5036 grad_norm: 6.9521 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.4949 loss: 2.4949 2022/06/26 09:23:30 - mmengine - INFO - Epoch(train) [77][560/3757] lr: 6.210e-03 eta: 1 day, 4:29:58 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 6.1908 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3622 loss: 2.3622 2022/06/26 09:23:35 - mmengine - INFO - Epoch(train) [77][580/3757] lr: 6.210e-03 eta: 1 day, 4:29:52 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 6.2706 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.8965 loss: 2.8965 2022/06/26 09:23:40 - mmengine - INFO - Epoch(train) [77][600/3757] lr: 6.210e-03 eta: 1 day, 4:29:47 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 6.4964 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.8697 loss: 1.8697 2022/06/26 09:23:46 - mmengine - INFO - Epoch(train) [77][620/3757] lr: 6.210e-03 eta: 1 day, 4:29:41 time: 0.259 data_time: 0.012 memory: 5036 grad_norm: 7.2724 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6022 loss: 2.6022 2022/06/26 09:23:51 - mmengine - INFO - Epoch(train) [77][640/3757] lr: 6.210e-03 eta: 1 day, 4:29:36 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 6.0109 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5642 loss: 2.5642 2022/06/26 09:23:56 - mmengine - INFO - Epoch(train) [77][660/3757] lr: 6.210e-03 eta: 1 day, 4:29:31 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 5.8629 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0322 loss: 3.0322 2022/06/26 09:24:01 - mmengine - INFO - Epoch(train) [77][680/3757] lr: 6.210e-03 eta: 1 day, 4:29:26 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 5.9827 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4338 loss: 2.4338 2022/06/26 09:24:07 - mmengine - INFO - Epoch(train) [77][700/3757] lr: 6.210e-03 eta: 1 day, 4:29:20 time: 0.260 data_time: 0.009 memory: 5036 grad_norm: 7.1776 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.3821 loss: 2.3821 2022/06/26 09:24:12 - mmengine - INFO - Epoch(train) [77][720/3757] lr: 6.210e-03 eta: 1 day, 4:29:15 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.2295 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.3972 loss: 2.3972 2022/06/26 09:24:17 - mmengine - INFO - Epoch(train) [77][740/3757] lr: 6.210e-03 eta: 1 day, 4:29:10 time: 0.261 data_time: 0.012 memory: 5036 grad_norm: 7.1343 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6319 loss: 2.6319 2022/06/26 09:24:22 - mmengine - INFO - Epoch(train) [77][760/3757] lr: 6.210e-03 eta: 1 day, 4:29:04 time: 0.269 data_time: 0.003 memory: 5036 grad_norm: 6.4459 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.3789 loss: 2.3789 2022/06/26 09:24:28 - mmengine - INFO - Epoch(train) [77][780/3757] lr: 6.210e-03 eta: 1 day, 4:29:00 time: 0.259 data_time: 0.011 memory: 5036 grad_norm: 8.1026 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7834 loss: 2.7834 2022/06/26 09:24:33 - mmengine - INFO - Epoch(train) [77][800/3757] lr: 6.210e-03 eta: 1 day, 4:28:54 time: 0.251 data_time: 0.002 memory: 5036 grad_norm: 7.7998 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5444 loss: 2.5444 2022/06/26 09:24:38 - mmengine - INFO - Epoch(train) [77][820/3757] lr: 6.210e-03 eta: 1 day, 4:28:49 time: 0.249 data_time: 0.005 memory: 5036 grad_norm: 5.9657 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8542 loss: 2.8542 2022/06/26 09:24:44 - mmengine - INFO - Epoch(train) [77][840/3757] lr: 6.210e-03 eta: 1 day, 4:28:43 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 5.9994 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5476 loss: 2.5476 2022/06/26 09:24:49 - mmengine - INFO - Epoch(train) [77][860/3757] lr: 6.210e-03 eta: 1 day, 4:28:38 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 6.9759 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.7162 loss: 2.7162 2022/06/26 09:24:54 - mmengine - INFO - Epoch(train) [77][880/3757] lr: 6.210e-03 eta: 1 day, 4:28:33 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 7.2322 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5928 loss: 2.5928 2022/06/26 09:24:59 - mmengine - INFO - Epoch(train) [77][900/3757] lr: 6.210e-03 eta: 1 day, 4:28:28 time: 0.249 data_time: 0.008 memory: 5036 grad_norm: 6.6751 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4273 loss: 2.4273 2022/06/26 09:25:04 - mmengine - INFO - Epoch(train) [77][920/3757] lr: 6.210e-03 eta: 1 day, 4:28:22 time: 0.249 data_time: 0.008 memory: 5036 grad_norm: 7.3870 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.2034 loss: 2.2034 2022/06/26 09:25:10 - mmengine - INFO - Epoch(train) [77][940/3757] lr: 6.210e-03 eta: 1 day, 4:28:17 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 6.2335 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.5372 loss: 2.5372 2022/06/26 09:25:15 - mmengine - INFO - Epoch(train) [77][960/3757] lr: 6.210e-03 eta: 1 day, 4:28:12 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 6.8967 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.4892 loss: 2.4892 2022/06/26 09:25:20 - mmengine - INFO - Epoch(train) [77][980/3757] lr: 6.210e-03 eta: 1 day, 4:28:06 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 6.2883 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5248 loss: 2.5248 2022/06/26 09:25:25 - mmengine - INFO - Epoch(train) [77][1000/3757] lr: 6.210e-03 eta: 1 day, 4:28:01 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 7.4645 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.4398 loss: 2.4398 2022/06/26 09:25:31 - mmengine - INFO - Epoch(train) [77][1020/3757] lr: 6.210e-03 eta: 1 day, 4:27:56 time: 0.276 data_time: 0.012 memory: 5036 grad_norm: 7.0852 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3303 loss: 2.3303 2022/06/26 09:25:36 - mmengine - INFO - Epoch(train) [77][1040/3757] lr: 6.210e-03 eta: 1 day, 4:27:50 time: 0.266 data_time: 0.020 memory: 5036 grad_norm: 7.0164 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6549 loss: 2.6549 2022/06/26 09:25:41 - mmengine - INFO - Epoch(train) [77][1060/3757] lr: 6.210e-03 eta: 1 day, 4:27:45 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 6.6694 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5433 loss: 2.5433 2022/06/26 09:25:47 - mmengine - INFO - Epoch(train) [77][1080/3757] lr: 6.210e-03 eta: 1 day, 4:27:40 time: 0.416 data_time: 0.009 memory: 5036 grad_norm: 6.4461 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.4869 loss: 2.4869 2022/06/26 09:25:52 - mmengine - INFO - Epoch(train) [77][1100/3757] lr: 6.210e-03 eta: 1 day, 4:27:35 time: 0.268 data_time: 0.003 memory: 5036 grad_norm: 7.6605 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6698 loss: 2.6698 2022/06/26 09:25:57 - mmengine - INFO - Epoch(train) [77][1120/3757] lr: 6.210e-03 eta: 1 day, 4:27:30 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 6.5847 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5064 loss: 2.5064 2022/06/26 09:26:03 - mmengine - INFO - Epoch(train) [77][1140/3757] lr: 6.210e-03 eta: 1 day, 4:27:25 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 6.7949 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.5454 loss: 2.5454 2022/06/26 09:26:08 - mmengine - INFO - Epoch(train) [77][1160/3757] lr: 6.210e-03 eta: 1 day, 4:27:19 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 6.4979 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7057 loss: 2.7057 2022/06/26 09:26:13 - mmengine - INFO - Epoch(train) [77][1180/3757] lr: 6.210e-03 eta: 1 day, 4:27:14 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 6.7663 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.6171 loss: 2.6171 2022/06/26 09:26:18 - mmengine - INFO - Epoch(train) [77][1200/3757] lr: 6.210e-03 eta: 1 day, 4:27:09 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 5.8746 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.2553 loss: 2.2553 2022/06/26 09:26:24 - mmengine - INFO - Epoch(train) [77][1220/3757] lr: 6.210e-03 eta: 1 day, 4:27:03 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 6.3605 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.5833 loss: 2.5833 2022/06/26 09:26:29 - mmengine - INFO - Epoch(train) [77][1240/3757] lr: 6.210e-03 eta: 1 day, 4:26:58 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 7.2386 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.4497 loss: 2.4497 2022/06/26 09:26:34 - mmengine - INFO - Epoch(train) [77][1260/3757] lr: 6.210e-03 eta: 1 day, 4:26:52 time: 0.251 data_time: 0.008 memory: 5036 grad_norm: 6.1179 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0554 loss: 2.0554 2022/06/26 09:26:39 - mmengine - INFO - Epoch(train) [77][1280/3757] lr: 6.210e-03 eta: 1 day, 4:26:47 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 6.0502 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.3418 loss: 2.3418 2022/06/26 09:26:45 - mmengine - INFO - Epoch(train) [77][1300/3757] lr: 6.210e-03 eta: 1 day, 4:26:42 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 7.7149 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.3881 loss: 2.3881 2022/06/26 09:26:50 - mmengine - INFO - Epoch(train) [77][1320/3757] lr: 6.210e-03 eta: 1 day, 4:26:37 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 6.6031 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.2794 loss: 2.2794 2022/06/26 09:26:55 - mmengine - INFO - Epoch(train) [77][1340/3757] lr: 6.210e-03 eta: 1 day, 4:26:31 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 6.6570 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.4098 loss: 2.4098 2022/06/26 09:27:00 - mmengine - INFO - Epoch(train) [77][1360/3757] lr: 6.210e-03 eta: 1 day, 4:26:26 time: 0.251 data_time: 0.007 memory: 5036 grad_norm: 6.9158 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2842 loss: 2.2842 2022/06/26 09:27:06 - mmengine - INFO - Epoch(train) [77][1380/3757] lr: 6.210e-03 eta: 1 day, 4:26:21 time: 0.253 data_time: 0.008 memory: 5036 grad_norm: 6.7393 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6320 loss: 2.6320 2022/06/26 09:27:11 - mmengine - INFO - Epoch(train) [77][1400/3757] lr: 6.210e-03 eta: 1 day, 4:26:16 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 6.2026 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4397 loss: 2.4397 2022/06/26 09:27:16 - mmengine - INFO - Epoch(train) [77][1420/3757] lr: 6.210e-03 eta: 1 day, 4:26:10 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 6.2575 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.0545 loss: 2.0545 2022/06/26 09:27:21 - mmengine - INFO - Epoch(train) [77][1440/3757] lr: 6.210e-03 eta: 1 day, 4:26:05 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 7.5869 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1724 loss: 2.1724 2022/06/26 09:27:26 - mmengine - INFO - Epoch(train) [77][1460/3757] lr: 6.210e-03 eta: 1 day, 4:25:59 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 6.8383 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.5618 loss: 2.5618 2022/06/26 09:27:28 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 09:27:31 - mmengine - INFO - Epoch(train) [77][1480/3757] lr: 6.210e-03 eta: 1 day, 4:25:54 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.3321 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2121 loss: 2.2121 2022/06/26 09:27:37 - mmengine - INFO - Epoch(train) [77][1500/3757] lr: 6.210e-03 eta: 1 day, 4:25:49 time: 0.292 data_time: 0.003 memory: 5036 grad_norm: 7.9282 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8124 loss: 2.8124 2022/06/26 09:27:42 - mmengine - INFO - Epoch(train) [77][1520/3757] lr: 6.210e-03 eta: 1 day, 4:25:43 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 5.9005 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3289 loss: 2.3289 2022/06/26 09:27:47 - mmengine - INFO - Epoch(train) [77][1540/3757] lr: 6.210e-03 eta: 1 day, 4:25:38 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 6.0382 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5197 loss: 2.5197 2022/06/26 09:27:52 - mmengine - INFO - Epoch(train) [77][1560/3757] lr: 6.210e-03 eta: 1 day, 4:25:32 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 6.1174 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2662 loss: 2.2662 2022/06/26 09:27:57 - mmengine - INFO - Epoch(train) [77][1580/3757] lr: 6.210e-03 eta: 1 day, 4:25:27 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 6.0700 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4021 loss: 2.4021 2022/06/26 09:28:03 - mmengine - INFO - Epoch(train) [77][1600/3757] lr: 6.210e-03 eta: 1 day, 4:25:22 time: 0.247 data_time: 0.005 memory: 5036 grad_norm: 5.6431 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1660 loss: 2.1660 2022/06/26 09:28:08 - mmengine - INFO - Epoch(train) [77][1620/3757] lr: 6.210e-03 eta: 1 day, 4:25:16 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 5.8919 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5958 loss: 2.5958 2022/06/26 09:28:13 - mmengine - INFO - Epoch(train) [77][1640/3757] lr: 6.210e-03 eta: 1 day, 4:25:11 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.8300 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1967 loss: 2.1967 2022/06/26 09:28:18 - mmengine - INFO - Epoch(train) [77][1660/3757] lr: 6.210e-03 eta: 1 day, 4:25:06 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 6.2954 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.4032 loss: 2.4032 2022/06/26 09:28:23 - mmengine - INFO - Epoch(train) [77][1680/3757] lr: 6.210e-03 eta: 1 day, 4:25:00 time: 0.253 data_time: 0.014 memory: 5036 grad_norm: 5.9643 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2934 loss: 2.2934 2022/06/26 09:28:29 - mmengine - INFO - Epoch(train) [77][1700/3757] lr: 6.210e-03 eta: 1 day, 4:24:55 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 7.3342 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.6186 loss: 2.6186 2022/06/26 09:28:34 - mmengine - INFO - Epoch(train) [77][1720/3757] lr: 6.210e-03 eta: 1 day, 4:24:49 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 6.9838 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.6970 loss: 2.6970 2022/06/26 09:28:39 - mmengine - INFO - Epoch(train) [77][1740/3757] lr: 6.210e-03 eta: 1 day, 4:24:44 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 7.0918 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7927 loss: 2.7927 2022/06/26 09:28:44 - mmengine - INFO - Epoch(train) [77][1760/3757] lr: 6.210e-03 eta: 1 day, 4:24:39 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 7.8100 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2525 loss: 2.2525 2022/06/26 09:28:49 - mmengine - INFO - Epoch(train) [77][1780/3757] lr: 6.210e-03 eta: 1 day, 4:24:33 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 6.0740 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6959 loss: 2.6959 2022/06/26 09:28:55 - mmengine - INFO - Epoch(train) [77][1800/3757] lr: 6.210e-03 eta: 1 day, 4:24:28 time: 0.269 data_time: 0.006 memory: 5036 grad_norm: 6.4960 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 3.1063 loss: 3.1063 2022/06/26 09:29:00 - mmengine - INFO - Epoch(train) [77][1820/3757] lr: 6.210e-03 eta: 1 day, 4:24:23 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 6.4211 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.6365 loss: 2.6365 2022/06/26 09:29:05 - mmengine - INFO - Epoch(train) [77][1840/3757] lr: 6.210e-03 eta: 1 day, 4:24:18 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 7.2981 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6256 loss: 2.6256 2022/06/26 09:29:11 - mmengine - INFO - Epoch(train) [77][1860/3757] lr: 6.210e-03 eta: 1 day, 4:24:13 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 5.4739 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4696 loss: 2.4696 2022/06/26 09:29:16 - mmengine - INFO - Epoch(train) [77][1880/3757] lr: 6.210e-03 eta: 1 day, 4:24:07 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 6.4651 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3719 loss: 2.3719 2022/06/26 09:29:21 - mmengine - INFO - Epoch(train) [77][1900/3757] lr: 6.210e-03 eta: 1 day, 4:24:02 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 6.2517 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4414 loss: 2.4414 2022/06/26 09:29:27 - mmengine - INFO - Epoch(train) [77][1920/3757] lr: 6.210e-03 eta: 1 day, 4:23:57 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 7.3322 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4207 loss: 2.4207 2022/06/26 09:29:32 - mmengine - INFO - Epoch(train) [77][1940/3757] lr: 6.210e-03 eta: 1 day, 4:23:52 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 7.9559 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.3180 loss: 2.3180 2022/06/26 09:29:37 - mmengine - INFO - Epoch(train) [77][1960/3757] lr: 6.210e-03 eta: 1 day, 4:23:46 time: 0.323 data_time: 0.020 memory: 5036 grad_norm: 6.4646 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4708 loss: 2.4708 2022/06/26 09:29:42 - mmengine - INFO - Epoch(train) [77][1980/3757] lr: 6.210e-03 eta: 1 day, 4:23:41 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 6.0020 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.7377 loss: 2.7377 2022/06/26 09:29:47 - mmengine - INFO - Epoch(train) [77][2000/3757] lr: 6.210e-03 eta: 1 day, 4:23:36 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 7.3814 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.6878 loss: 2.6878 2022/06/26 09:29:53 - mmengine - INFO - Epoch(train) [77][2020/3757] lr: 6.210e-03 eta: 1 day, 4:23:30 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.5306 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2520 loss: 2.2520 2022/06/26 09:29:58 - mmengine - INFO - Epoch(train) [77][2040/3757] lr: 6.210e-03 eta: 1 day, 4:23:25 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 7.1156 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.3004 loss: 2.3004 2022/06/26 09:30:03 - mmengine - INFO - Epoch(train) [77][2060/3757] lr: 6.210e-03 eta: 1 day, 4:23:19 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 6.0194 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3717 loss: 2.3717 2022/06/26 09:30:08 - mmengine - INFO - Epoch(train) [77][2080/3757] lr: 6.210e-03 eta: 1 day, 4:23:14 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 5.7569 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7709 loss: 2.7709 2022/06/26 09:30:13 - mmengine - INFO - Epoch(train) [77][2100/3757] lr: 6.210e-03 eta: 1 day, 4:23:08 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 6.8014 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.1564 loss: 2.1564 2022/06/26 09:30:18 - mmengine - INFO - Epoch(train) [77][2120/3757] lr: 6.210e-03 eta: 1 day, 4:23:03 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 6.8102 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9810 loss: 2.9810 2022/06/26 09:30:24 - mmengine - INFO - Epoch(train) [77][2140/3757] lr: 6.210e-03 eta: 1 day, 4:22:58 time: 0.257 data_time: 0.012 memory: 5036 grad_norm: 6.3517 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8047 loss: 2.8047 2022/06/26 09:30:29 - mmengine - INFO - Epoch(train) [77][2160/3757] lr: 6.210e-03 eta: 1 day, 4:22:52 time: 0.274 data_time: 0.030 memory: 5036 grad_norm: 5.9317 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.4350 loss: 3.4350 2022/06/26 09:30:34 - mmengine - INFO - Epoch(train) [77][2180/3757] lr: 6.210e-03 eta: 1 day, 4:22:47 time: 0.268 data_time: 0.003 memory: 5036 grad_norm: 7.7576 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9130 loss: 2.9130 2022/06/26 09:30:39 - mmengine - INFO - Epoch(train) [77][2200/3757] lr: 6.210e-03 eta: 1 day, 4:22:42 time: 0.261 data_time: 0.012 memory: 5036 grad_norm: 6.6603 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3758 loss: 2.3758 2022/06/26 09:30:45 - mmengine - INFO - Epoch(train) [77][2220/3757] lr: 6.210e-03 eta: 1 day, 4:22:37 time: 0.263 data_time: 0.007 memory: 5036 grad_norm: 8.3205 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.4355 loss: 2.4355 2022/06/26 09:30:50 - mmengine - INFO - Epoch(train) [77][2240/3757] lr: 6.210e-03 eta: 1 day, 4:22:31 time: 0.264 data_time: 0.022 memory: 5036 grad_norm: 6.7640 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3259 loss: 2.3259 2022/06/26 09:30:55 - mmengine - INFO - Epoch(train) [77][2260/3757] lr: 6.210e-03 eta: 1 day, 4:22:26 time: 0.267 data_time: 0.003 memory: 5036 grad_norm: 6.4100 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.2521 loss: 2.2521 2022/06/26 09:31:01 - mmengine - INFO - Epoch(train) [77][2280/3757] lr: 6.210e-03 eta: 1 day, 4:22:21 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 6.3806 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3060 loss: 2.3060 2022/06/26 09:31:06 - mmengine - INFO - Epoch(train) [77][2300/3757] lr: 6.210e-03 eta: 1 day, 4:22:16 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 6.2965 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.6138 loss: 2.6138 2022/06/26 09:31:11 - mmengine - INFO - Epoch(train) [77][2320/3757] lr: 6.210e-03 eta: 1 day, 4:22:11 time: 0.253 data_time: 0.014 memory: 5036 grad_norm: 7.3847 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4452 loss: 2.4452 2022/06/26 09:31:17 - mmengine - INFO - Epoch(train) [77][2340/3757] lr: 6.210e-03 eta: 1 day, 4:22:05 time: 0.262 data_time: 0.010 memory: 5036 grad_norm: 7.0388 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.3269 loss: 2.3269 2022/06/26 09:31:22 - mmengine - INFO - Epoch(train) [77][2360/3757] lr: 6.210e-03 eta: 1 day, 4:22:00 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.9447 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5644 loss: 2.5644 2022/06/26 09:31:27 - mmengine - INFO - Epoch(train) [77][2380/3757] lr: 6.210e-03 eta: 1 day, 4:21:55 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 6.2408 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.6506 loss: 2.6506 2022/06/26 09:31:32 - mmengine - INFO - Epoch(train) [77][2400/3757] lr: 6.210e-03 eta: 1 day, 4:21:49 time: 0.269 data_time: 0.006 memory: 5036 grad_norm: 6.9377 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.6329 loss: 2.6329 2022/06/26 09:31:37 - mmengine - INFO - Epoch(train) [77][2420/3757] lr: 6.210e-03 eta: 1 day, 4:21:44 time: 0.268 data_time: 0.003 memory: 5036 grad_norm: 7.0305 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4736 loss: 2.4736 2022/06/26 09:31:43 - mmengine - INFO - Epoch(train) [77][2440/3757] lr: 6.210e-03 eta: 1 day, 4:21:39 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 7.0589 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3289 loss: 2.3289 2022/06/26 09:31:48 - mmengine - INFO - Epoch(train) [77][2460/3757] lr: 6.210e-03 eta: 1 day, 4:21:33 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 6.2982 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.9840 loss: 2.9840 2022/06/26 09:31:50 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 09:31:53 - mmengine - INFO - Epoch(train) [77][2480/3757] lr: 6.210e-03 eta: 1 day, 4:21:28 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 6.9912 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.2178 loss: 3.2178 2022/06/26 09:31:58 - mmengine - INFO - Epoch(train) [77][2500/3757] lr: 6.210e-03 eta: 1 day, 4:21:23 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 6.5139 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.1696 loss: 2.1696 2022/06/26 09:32:04 - mmengine - INFO - Epoch(train) [77][2520/3757] lr: 6.210e-03 eta: 1 day, 4:21:17 time: 0.271 data_time: 0.003 memory: 5036 grad_norm: 6.7320 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6076 loss: 2.6076 2022/06/26 09:32:09 - mmengine - INFO - Epoch(train) [77][2540/3757] lr: 6.210e-03 eta: 1 day, 4:21:12 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 6.8791 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.3980 loss: 2.3980 2022/06/26 09:32:14 - mmengine - INFO - Epoch(train) [77][2560/3757] lr: 6.210e-03 eta: 1 day, 4:21:07 time: 0.256 data_time: 0.008 memory: 5036 grad_norm: 6.4709 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 2.8299 loss: 2.8299 2022/06/26 09:32:19 - mmengine - INFO - Epoch(train) [77][2580/3757] lr: 6.210e-03 eta: 1 day, 4:21:01 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 6.7190 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5265 loss: 2.5265 2022/06/26 09:32:24 - mmengine - INFO - Epoch(train) [77][2600/3757] lr: 6.210e-03 eta: 1 day, 4:20:56 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 6.6567 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6052 loss: 2.6052 2022/06/26 09:32:30 - mmengine - INFO - Epoch(train) [77][2620/3757] lr: 6.210e-03 eta: 1 day, 4:20:51 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 7.1432 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.3569 loss: 2.3569 2022/06/26 09:32:35 - mmengine - INFO - Epoch(train) [77][2640/3757] lr: 6.210e-03 eta: 1 day, 4:20:46 time: 0.262 data_time: 0.018 memory: 5036 grad_norm: 5.7914 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2514 loss: 2.2514 2022/06/26 09:32:40 - mmengine - INFO - Epoch(train) [77][2660/3757] lr: 6.210e-03 eta: 1 day, 4:20:40 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 7.6789 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7483 loss: 2.7483 2022/06/26 09:32:46 - mmengine - INFO - Epoch(train) [77][2680/3757] lr: 6.210e-03 eta: 1 day, 4:20:35 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 6.1342 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.5829 loss: 2.5829 2022/06/26 09:32:51 - mmengine - INFO - Epoch(train) [77][2700/3757] lr: 6.210e-03 eta: 1 day, 4:20:30 time: 0.245 data_time: 0.006 memory: 5036 grad_norm: 6.5210 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5911 loss: 2.5911 2022/06/26 09:32:56 - mmengine - INFO - Epoch(train) [77][2720/3757] lr: 6.210e-03 eta: 1 day, 4:20:25 time: 0.265 data_time: 0.006 memory: 5036 grad_norm: 6.3871 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4751 loss: 2.4751 2022/06/26 09:33:02 - mmengine - INFO - Epoch(train) [77][2740/3757] lr: 6.210e-03 eta: 1 day, 4:20:20 time: 0.249 data_time: 0.009 memory: 5036 grad_norm: 6.9088 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4163 loss: 2.4163 2022/06/26 09:33:07 - mmengine - INFO - Epoch(train) [77][2760/3757] lr: 6.210e-03 eta: 1 day, 4:20:14 time: 0.270 data_time: 0.006 memory: 5036 grad_norm: 6.9789 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3104 loss: 2.3104 2022/06/26 09:33:12 - mmengine - INFO - Epoch(train) [77][2780/3757] lr: 6.210e-03 eta: 1 day, 4:20:09 time: 0.249 data_time: 0.008 memory: 5036 grad_norm: 6.2438 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5066 loss: 2.5066 2022/06/26 09:33:17 - mmengine - INFO - Epoch(train) [77][2800/3757] lr: 6.210e-03 eta: 1 day, 4:20:03 time: 0.272 data_time: 0.006 memory: 5036 grad_norm: 6.9898 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7607 loss: 2.7607 2022/06/26 09:33:22 - mmengine - INFO - Epoch(train) [77][2820/3757] lr: 6.210e-03 eta: 1 day, 4:19:58 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 7.3758 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.1218 loss: 3.1218 2022/06/26 09:33:27 - mmengine - INFO - Epoch(train) [77][2840/3757] lr: 6.210e-03 eta: 1 day, 4:19:53 time: 0.261 data_time: 0.013 memory: 5036 grad_norm: 5.7330 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.7430 loss: 2.7430 2022/06/26 09:33:33 - mmengine - INFO - Epoch(train) [77][2860/3757] lr: 6.210e-03 eta: 1 day, 4:19:47 time: 0.258 data_time: 0.014 memory: 5036 grad_norm: 5.9934 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.3106 loss: 2.3106 2022/06/26 09:33:38 - mmengine - INFO - Epoch(train) [77][2880/3757] lr: 6.210e-03 eta: 1 day, 4:19:42 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 6.2295 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.5920 loss: 2.5920 2022/06/26 09:33:43 - mmengine - INFO - Epoch(train) [77][2900/3757] lr: 6.210e-03 eta: 1 day, 4:19:36 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 7.2489 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1358 loss: 2.1358 2022/06/26 09:33:48 - mmengine - INFO - Epoch(train) [77][2920/3757] lr: 6.210e-03 eta: 1 day, 4:19:31 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 7.2584 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2735 loss: 2.2735 2022/06/26 09:33:53 - mmengine - INFO - Epoch(train) [77][2940/3757] lr: 6.210e-03 eta: 1 day, 4:19:26 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 6.1458 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7034 loss: 2.7034 2022/06/26 09:33:58 - mmengine - INFO - Epoch(train) [77][2960/3757] lr: 6.210e-03 eta: 1 day, 4:19:20 time: 0.258 data_time: 0.005 memory: 5036 grad_norm: 7.0040 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3443 loss: 2.3443 2022/06/26 09:34:04 - mmengine - INFO - Epoch(train) [77][2980/3757] lr: 6.210e-03 eta: 1 day, 4:19:15 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 7.3662 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7630 loss: 2.7630 2022/06/26 09:34:09 - mmengine - INFO - Epoch(train) [77][3000/3757] lr: 6.210e-03 eta: 1 day, 4:19:10 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 6.6423 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.8228 loss: 2.8228 2022/06/26 09:34:14 - mmengine - INFO - Epoch(train) [77][3020/3757] lr: 6.210e-03 eta: 1 day, 4:19:04 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 7.1383 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4625 loss: 2.4625 2022/06/26 09:34:19 - mmengine - INFO - Epoch(train) [77][3040/3757] lr: 6.210e-03 eta: 1 day, 4:18:59 time: 0.263 data_time: 0.004 memory: 5036 grad_norm: 6.5803 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.5190 loss: 2.5190 2022/06/26 09:34:25 - mmengine - INFO - Epoch(train) [77][3060/3757] lr: 6.210e-03 eta: 1 day, 4:18:54 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 7.3709 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.7862 loss: 2.7862 2022/06/26 09:34:30 - mmengine - INFO - Epoch(train) [77][3080/3757] lr: 6.210e-03 eta: 1 day, 4:18:49 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 6.1743 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.5041 loss: 2.5041 2022/06/26 09:34:35 - mmengine - INFO - Epoch(train) [77][3100/3757] lr: 6.210e-03 eta: 1 day, 4:18:43 time: 0.245 data_time: 0.003 memory: 5036 grad_norm: 6.3594 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4899 loss: 2.4899 2022/06/26 09:34:41 - mmengine - INFO - Epoch(train) [77][3120/3757] lr: 6.210e-03 eta: 1 day, 4:18:38 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.2881 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.3621 loss: 2.3621 2022/06/26 09:34:46 - mmengine - INFO - Epoch(train) [77][3140/3757] lr: 6.210e-03 eta: 1 day, 4:18:33 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 6.7599 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2881 loss: 2.2881 2022/06/26 09:34:51 - mmengine - INFO - Epoch(train) [77][3160/3757] lr: 6.210e-03 eta: 1 day, 4:18:27 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.8667 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.6135 loss: 2.6135 2022/06/26 09:34:56 - mmengine - INFO - Epoch(train) [77][3180/3757] lr: 6.210e-03 eta: 1 day, 4:18:22 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 7.0089 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.6063 loss: 2.6063 2022/06/26 09:35:02 - mmengine - INFO - Epoch(train) [77][3200/3757] lr: 6.210e-03 eta: 1 day, 4:18:17 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.2654 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3972 loss: 2.3972 2022/06/26 09:35:07 - mmengine - INFO - Epoch(train) [77][3220/3757] lr: 6.210e-03 eta: 1 day, 4:18:12 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 7.1905 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7326 loss: 2.7326 2022/06/26 09:35:12 - mmengine - INFO - Epoch(train) [77][3240/3757] lr: 6.210e-03 eta: 1 day, 4:18:07 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 7.0368 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7651 loss: 2.7651 2022/06/26 09:35:18 - mmengine - INFO - Epoch(train) [77][3260/3757] lr: 6.210e-03 eta: 1 day, 4:18:02 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.7588 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.6879 loss: 2.6879 2022/06/26 09:35:23 - mmengine - INFO - Epoch(train) [77][3280/3757] lr: 6.210e-03 eta: 1 day, 4:17:56 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 7.3443 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.6127 loss: 2.6127 2022/06/26 09:35:28 - mmengine - INFO - Epoch(train) [77][3300/3757] lr: 6.210e-03 eta: 1 day, 4:17:51 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 5.5975 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4526 loss: 2.4526 2022/06/26 09:35:33 - mmengine - INFO - Epoch(train) [77][3320/3757] lr: 6.210e-03 eta: 1 day, 4:17:45 time: 0.262 data_time: 0.012 memory: 5036 grad_norm: 7.1586 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.1862 loss: 2.1862 2022/06/26 09:35:39 - mmengine - INFO - Epoch(train) [77][3340/3757] lr: 6.210e-03 eta: 1 day, 4:17:40 time: 0.250 data_time: 0.009 memory: 5036 grad_norm: 7.2214 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8320 loss: 2.8320 2022/06/26 09:35:44 - mmengine - INFO - Epoch(train) [77][3360/3757] lr: 6.210e-03 eta: 1 day, 4:17:35 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.7528 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3394 loss: 2.3394 2022/06/26 09:35:49 - mmengine - INFO - Epoch(train) [77][3380/3757] lr: 6.210e-03 eta: 1 day, 4:17:29 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 6.6860 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.9985 loss: 2.9985 2022/06/26 09:35:54 - mmengine - INFO - Epoch(train) [77][3400/3757] lr: 6.210e-03 eta: 1 day, 4:17:24 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 7.9565 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.6898 loss: 2.6898 2022/06/26 09:35:59 - mmengine - INFO - Epoch(train) [77][3420/3757] lr: 6.210e-03 eta: 1 day, 4:17:19 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 6.2636 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6198 loss: 2.6198 2022/06/26 09:36:04 - mmengine - INFO - Epoch(train) [77][3440/3757] lr: 6.210e-03 eta: 1 day, 4:17:13 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 6.4547 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3628 loss: 2.3628 2022/06/26 09:36:10 - mmengine - INFO - Epoch(train) [77][3460/3757] lr: 6.210e-03 eta: 1 day, 4:17:08 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 6.1613 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.5351 loss: 2.5351 2022/06/26 09:36:12 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 09:36:15 - mmengine - INFO - Epoch(train) [77][3480/3757] lr: 6.210e-03 eta: 1 day, 4:17:02 time: 0.268 data_time: 0.011 memory: 5036 grad_norm: 6.3903 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.8827 loss: 2.8827 2022/06/26 09:36:20 - mmengine - INFO - Epoch(train) [77][3500/3757] lr: 6.210e-03 eta: 1 day, 4:16:57 time: 0.268 data_time: 0.006 memory: 5036 grad_norm: 7.5356 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.4204 loss: 2.4204 2022/06/26 09:36:26 - mmengine - INFO - Epoch(train) [77][3520/3757] lr: 6.210e-03 eta: 1 day, 4:16:53 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 6.3602 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 2.5147 loss: 2.5147 2022/06/26 09:36:31 - mmengine - INFO - Epoch(train) [77][3540/3757] lr: 6.210e-03 eta: 1 day, 4:16:48 time: 0.274 data_time: 0.006 memory: 5036 grad_norm: 5.9590 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0280 loss: 2.0280 2022/06/26 09:36:36 - mmengine - INFO - Epoch(train) [77][3560/3757] lr: 6.210e-03 eta: 1 day, 4:16:42 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 7.3881 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.7285 loss: 2.7285 2022/06/26 09:36:42 - mmengine - INFO - Epoch(train) [77][3580/3757] lr: 6.210e-03 eta: 1 day, 4:16:37 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 6.7483 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7335 loss: 2.7335 2022/06/26 09:36:47 - mmengine - INFO - Epoch(train) [77][3600/3757] lr: 6.210e-03 eta: 1 day, 4:16:31 time: 0.267 data_time: 0.006 memory: 5036 grad_norm: 6.0146 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3569 loss: 2.3569 2022/06/26 09:36:52 - mmengine - INFO - Epoch(train) [77][3620/3757] lr: 6.210e-03 eta: 1 day, 4:16:26 time: 0.268 data_time: 0.003 memory: 5036 grad_norm: 6.0541 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6023 loss: 2.6023 2022/06/26 09:36:57 - mmengine - INFO - Epoch(train) [77][3640/3757] lr: 6.210e-03 eta: 1 day, 4:16:21 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 7.9217 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.5408 loss: 2.5408 2022/06/26 09:37:02 - mmengine - INFO - Epoch(train) [77][3660/3757] lr: 6.210e-03 eta: 1 day, 4:16:15 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 5.7735 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.4619 loss: 2.4619 2022/06/26 09:37:08 - mmengine - INFO - Epoch(train) [77][3680/3757] lr: 6.210e-03 eta: 1 day, 4:16:10 time: 0.298 data_time: 0.010 memory: 5036 grad_norm: 6.7361 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4343 loss: 2.4343 2022/06/26 09:37:13 - mmengine - INFO - Epoch(train) [77][3700/3757] lr: 6.210e-03 eta: 1 day, 4:16:05 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 6.6725 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5992 loss: 2.5992 2022/06/26 09:37:18 - mmengine - INFO - Epoch(train) [77][3720/3757] lr: 6.210e-03 eta: 1 day, 4:15:59 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 6.6465 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5617 loss: 2.5617 2022/06/26 09:37:23 - mmengine - INFO - Epoch(train) [77][3740/3757] lr: 6.210e-03 eta: 1 day, 4:15:54 time: 0.239 data_time: 0.002 memory: 5036 grad_norm: 8.1605 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6436 loss: 2.6436 2022/06/26 09:37:27 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 09:37:27 - mmengine - INFO - Saving checkpoint at 77 epochs 2022/06/26 09:37:40 - mmengine - INFO - Epoch(val) [77][20/310] eta: 0:01:47 time: 0.103 data_time: 0.001 memory: 5036 2022/06/26 09:37:45 - mmengine - INFO - Epoch(val) [77][40/310] eta: 0:01:37 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 09:37:49 - mmengine - INFO - Epoch(val) [77][60/310] eta: 0:00:26 time: 0.103 data_time: 0.002 memory: 1723 2022/06/26 09:37:53 - mmengine - INFO - Epoch(val) [77][80/310] eta: 0:00:24 time: 0.107 data_time: 0.005 memory: 1723 2022/06/26 09:38:01 - mmengine - INFO - Epoch(val) [77][100/310] eta: 0:01:13 time: 0.108 data_time: 0.001 memory: 1723 2022/06/26 09:38:05 - mmengine - INFO - Epoch(val) [77][120/310] eta: 0:01:12 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 09:38:10 - mmengine - INFO - Epoch(val) [77][140/310] eta: 0:00:25 time: 0.109 data_time: 0.002 memory: 1723 2022/06/26 09:38:15 - mmengine - INFO - Epoch(val) [77][160/310] eta: 0:00:15 time: 0.108 data_time: 0.005 memory: 1723 2022/06/26 09:38:22 - mmengine - INFO - Epoch(val) [77][180/310] eta: 0:00:43 time: 0.102 data_time: 0.002 memory: 1723 2022/06/26 09:38:27 - mmengine - INFO - Epoch(val) [77][200/310] eta: 0:00:39 time: 0.103 data_time: 0.002 memory: 1723 2022/06/26 09:38:31 - mmengine - INFO - Epoch(val) [77][220/310] eta: 0:00:16 time: 0.104 data_time: 0.002 memory: 1723 2022/06/26 09:38:36 - mmengine - INFO - Epoch(val) [77][240/310] eta: 0:00:07 time: 0.106 data_time: 0.004 memory: 1723 2022/06/26 09:38:43 - mmengine - INFO - Epoch(val) [77][260/310] eta: 0:00:16 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 09:38:47 - mmengine - INFO - Epoch(val) [77][280/310] eta: 0:00:09 time: 0.110 data_time: 0.002 memory: 1723 2022/06/26 09:38:49 - mmengine - INFO - Epoch(val) [77][300/310] eta: 0:00:01 time: 0.107 data_time: 0.001 memory: 1723 2022/06/26 09:38:52 - mmengine - INFO - Epoch(val) [77][310/310] acc/top1: 0.4988 acc/top5: 0.7475 acc/mean1: 0.4988 2022/06/26 09:39:01 - mmengine - INFO - Epoch(train) [78][20/3757] lr: 6.125e-03 eta: 1 day, 4:15:47 time: 0.271 data_time: 0.003 memory: 5036 grad_norm: 6.0676 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5081 loss: 2.5081 2022/06/26 09:39:07 - mmengine - INFO - Epoch(train) [78][40/3757] lr: 6.125e-03 eta: 1 day, 4:15:42 time: 0.257 data_time: 0.011 memory: 5036 grad_norm: 7.0013 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4655 loss: 2.4655 2022/06/26 09:39:12 - mmengine - INFO - Epoch(train) [78][60/3757] lr: 6.125e-03 eta: 1 day, 4:15:37 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 6.2625 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5785 loss: 2.5785 2022/06/26 09:39:17 - mmengine - INFO - Epoch(train) [78][80/3757] lr: 6.125e-03 eta: 1 day, 4:15:31 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 6.4672 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.3570 loss: 2.3570 2022/06/26 09:39:23 - mmengine - INFO - Epoch(train) [78][100/3757] lr: 6.125e-03 eta: 1 day, 4:15:26 time: 0.272 data_time: 0.004 memory: 5036 grad_norm: 6.2461 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4051 loss: 2.4051 2022/06/26 09:39:28 - mmengine - INFO - Epoch(train) [78][120/3757] lr: 6.125e-03 eta: 1 day, 4:15:21 time: 0.353 data_time: 0.020 memory: 5036 grad_norm: 6.3534 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6822 loss: 2.6822 2022/06/26 09:39:33 - mmengine - INFO - Epoch(train) [78][140/3757] lr: 6.125e-03 eta: 1 day, 4:15:16 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 6.0486 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.8473 loss: 2.8473 2022/06/26 09:39:38 - mmengine - INFO - Epoch(train) [78][160/3757] lr: 6.125e-03 eta: 1 day, 4:15:10 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 7.5166 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.4088 loss: 2.4088 2022/06/26 09:39:44 - mmengine - INFO - Epoch(train) [78][180/3757] lr: 6.125e-03 eta: 1 day, 4:15:05 time: 0.286 data_time: 0.003 memory: 5036 grad_norm: 6.0727 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3373 loss: 2.3373 2022/06/26 09:39:49 - mmengine - INFO - Epoch(train) [78][200/3757] lr: 6.125e-03 eta: 1 day, 4:15:00 time: 0.261 data_time: 0.020 memory: 5036 grad_norm: 7.2260 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.7588 loss: 2.7588 2022/06/26 09:39:54 - mmengine - INFO - Epoch(train) [78][220/3757] lr: 6.125e-03 eta: 1 day, 4:14:54 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 6.2208 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6652 loss: 2.6652 2022/06/26 09:39:59 - mmengine - INFO - Epoch(train) [78][240/3757] lr: 6.125e-03 eta: 1 day, 4:14:49 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 6.2734 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3175 loss: 2.3175 2022/06/26 09:40:05 - mmengine - INFO - Epoch(train) [78][260/3757] lr: 6.125e-03 eta: 1 day, 4:14:44 time: 0.278 data_time: 0.003 memory: 5036 grad_norm: 7.1861 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4147 loss: 2.4147 2022/06/26 09:40:10 - mmengine - INFO - Epoch(train) [78][280/3757] lr: 6.125e-03 eta: 1 day, 4:14:39 time: 0.263 data_time: 0.023 memory: 5036 grad_norm: 6.0350 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.5178 loss: 2.5178 2022/06/26 09:40:15 - mmengine - INFO - Epoch(train) [78][300/3757] lr: 6.125e-03 eta: 1 day, 4:14:34 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 7.1982 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0988 loss: 2.0988 2022/06/26 09:40:21 - mmengine - INFO - Epoch(train) [78][320/3757] lr: 6.125e-03 eta: 1 day, 4:14:29 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 6.4773 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0159 loss: 2.0159 2022/06/26 09:40:26 - mmengine - INFO - Epoch(train) [78][340/3757] lr: 6.125e-03 eta: 1 day, 4:14:23 time: 0.278 data_time: 0.017 memory: 5036 grad_norm: 6.3061 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4413 loss: 2.4413 2022/06/26 09:40:31 - mmengine - INFO - Epoch(train) [78][360/3757] lr: 6.125e-03 eta: 1 day, 4:14:18 time: 0.250 data_time: 0.009 memory: 5036 grad_norm: 7.1484 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.1317 loss: 2.1317 2022/06/26 09:40:37 - mmengine - INFO - Epoch(train) [78][380/3757] lr: 6.125e-03 eta: 1 day, 4:14:13 time: 0.251 data_time: 0.011 memory: 5036 grad_norm: 6.3631 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8717 loss: 2.8717 2022/06/26 09:40:42 - mmengine - INFO - Epoch(train) [78][400/3757] lr: 6.125e-03 eta: 1 day, 4:14:07 time: 0.245 data_time: 0.007 memory: 5036 grad_norm: 6.5300 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6583 loss: 2.6583 2022/06/26 09:40:47 - mmengine - INFO - Epoch(train) [78][420/3757] lr: 6.125e-03 eta: 1 day, 4:14:02 time: 0.254 data_time: 0.014 memory: 5036 grad_norm: 7.8387 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7803 loss: 2.7803 2022/06/26 09:40:52 - mmengine - INFO - Epoch(train) [78][440/3757] lr: 6.125e-03 eta: 1 day, 4:13:57 time: 0.259 data_time: 0.014 memory: 5036 grad_norm: 6.7096 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8164 loss: 2.8164 2022/06/26 09:40:58 - mmengine - INFO - Epoch(train) [78][460/3757] lr: 6.125e-03 eta: 1 day, 4:13:52 time: 0.273 data_time: 0.014 memory: 5036 grad_norm: 6.0707 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0161 loss: 2.0161 2022/06/26 09:41:03 - mmengine - INFO - Epoch(train) [78][480/3757] lr: 6.125e-03 eta: 1 day, 4:13:46 time: 0.268 data_time: 0.003 memory: 5036 grad_norm: 5.7635 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3681 loss: 2.3681 2022/06/26 09:41:08 - mmengine - INFO - Epoch(train) [78][500/3757] lr: 6.125e-03 eta: 1 day, 4:13:41 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 5.9252 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.6879 loss: 2.6879 2022/06/26 09:41:13 - mmengine - INFO - Epoch(train) [78][520/3757] lr: 6.125e-03 eta: 1 day, 4:13:36 time: 0.257 data_time: 0.017 memory: 5036 grad_norm: 6.6077 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.1292 loss: 2.1292 2022/06/26 09:41:19 - mmengine - INFO - Epoch(train) [78][540/3757] lr: 6.125e-03 eta: 1 day, 4:13:31 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 7.0941 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.0179 loss: 2.0179 2022/06/26 09:41:24 - mmengine - INFO - Epoch(train) [78][560/3757] lr: 6.125e-03 eta: 1 day, 4:13:26 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 6.6439 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.1042 loss: 2.1042 2022/06/26 09:41:29 - mmengine - INFO - Epoch(train) [78][580/3757] lr: 6.125e-03 eta: 1 day, 4:13:20 time: 0.251 data_time: 0.009 memory: 5036 grad_norm: 6.4983 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2461 loss: 2.2461 2022/06/26 09:41:35 - mmengine - INFO - Epoch(train) [78][600/3757] lr: 6.125e-03 eta: 1 day, 4:13:15 time: 0.262 data_time: 0.022 memory: 5036 grad_norm: 7.0544 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.4835 loss: 2.4835 2022/06/26 09:41:40 - mmengine - INFO - Epoch(train) [78][620/3757] lr: 6.125e-03 eta: 1 day, 4:13:10 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 6.9993 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.5427 loss: 2.5427 2022/06/26 09:41:45 - mmengine - INFO - Epoch(train) [78][640/3757] lr: 6.125e-03 eta: 1 day, 4:13:04 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 7.0713 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1338 loss: 2.1338 2022/06/26 09:41:51 - mmengine - INFO - Epoch(train) [78][660/3757] lr: 6.125e-03 eta: 1 day, 4:13:00 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 7.2614 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7005 loss: 2.7005 2022/06/26 09:41:56 - mmengine - INFO - Epoch(train) [78][680/3757] lr: 6.125e-03 eta: 1 day, 4:12:54 time: 0.251 data_time: 0.009 memory: 5036 grad_norm: 7.4752 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3615 loss: 2.3615 2022/06/26 09:42:01 - mmengine - INFO - Epoch(train) [78][700/3757] lr: 6.125e-03 eta: 1 day, 4:12:49 time: 0.264 data_time: 0.006 memory: 5036 grad_norm: 6.9674 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1865 loss: 2.1865 2022/06/26 09:42:04 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 09:42:07 - mmengine - INFO - Epoch(train) [78][720/3757] lr: 6.125e-03 eta: 1 day, 4:12:44 time: 0.247 data_time: 0.006 memory: 5036 grad_norm: 7.2672 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6165 loss: 2.6165 2022/06/26 09:42:12 - mmengine - INFO - Epoch(train) [78][740/3757] lr: 6.125e-03 eta: 1 day, 4:12:38 time: 0.250 data_time: 0.009 memory: 5036 grad_norm: 6.0513 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.4019 loss: 2.4019 2022/06/26 09:42:17 - mmengine - INFO - Epoch(train) [78][760/3757] lr: 6.125e-03 eta: 1 day, 4:12:33 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 7.0820 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2026 loss: 2.2026 2022/06/26 09:42:22 - mmengine - INFO - Epoch(train) [78][780/3757] lr: 6.125e-03 eta: 1 day, 4:12:28 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 7.8704 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7320 loss: 2.7320 2022/06/26 09:42:27 - mmengine - INFO - Epoch(train) [78][800/3757] lr: 6.125e-03 eta: 1 day, 4:12:22 time: 0.264 data_time: 0.006 memory: 5036 grad_norm: 6.7990 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6714 loss: 2.6714 2022/06/26 09:42:33 - mmengine - INFO - Epoch(train) [78][820/3757] lr: 6.125e-03 eta: 1 day, 4:12:17 time: 0.258 data_time: 0.008 memory: 5036 grad_norm: 5.4194 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.6146 loss: 2.6146 2022/06/26 09:42:38 - mmengine - INFO - Epoch(train) [78][840/3757] lr: 6.125e-03 eta: 1 day, 4:12:12 time: 0.268 data_time: 0.007 memory: 5036 grad_norm: 6.7630 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0942 loss: 2.0942 2022/06/26 09:42:43 - mmengine - INFO - Epoch(train) [78][860/3757] lr: 6.125e-03 eta: 1 day, 4:12:07 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 6.9123 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.5552 loss: 2.5552 2022/06/26 09:42:49 - mmengine - INFO - Epoch(train) [78][880/3757] lr: 6.125e-03 eta: 1 day, 4:12:01 time: 0.259 data_time: 0.008 memory: 5036 grad_norm: 7.3941 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4389 loss: 2.4389 2022/06/26 09:42:54 - mmengine - INFO - Epoch(train) [78][900/3757] lr: 6.125e-03 eta: 1 day, 4:11:56 time: 0.250 data_time: 0.010 memory: 5036 grad_norm: 6.6408 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.5005 loss: 2.5005 2022/06/26 09:42:59 - mmengine - INFO - Epoch(train) [78][920/3757] lr: 6.125e-03 eta: 1 day, 4:11:51 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 6.9080 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.6145 loss: 2.6145 2022/06/26 09:43:04 - mmengine - INFO - Epoch(train) [78][940/3757] lr: 6.125e-03 eta: 1 day, 4:11:45 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 6.5197 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3728 loss: 2.3728 2022/06/26 09:43:09 - mmengine - INFO - Epoch(train) [78][960/3757] lr: 6.125e-03 eta: 1 day, 4:11:40 time: 0.259 data_time: 0.009 memory: 5036 grad_norm: 7.3481 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.4731 loss: 2.4731 2022/06/26 09:43:14 - mmengine - INFO - Epoch(train) [78][980/3757] lr: 6.125e-03 eta: 1 day, 4:11:34 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 7.7231 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.3188 loss: 2.3188 2022/06/26 09:43:20 - mmengine - INFO - Epoch(train) [78][1000/3757] lr: 6.125e-03 eta: 1 day, 4:11:29 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 6.1482 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.3937 loss: 2.3937 2022/06/26 09:43:25 - mmengine - INFO - Epoch(train) [78][1020/3757] lr: 6.125e-03 eta: 1 day, 4:11:24 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 6.0111 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3422 loss: 2.3422 2022/06/26 09:43:30 - mmengine - INFO - Epoch(train) [78][1040/3757] lr: 6.125e-03 eta: 1 day, 4:11:18 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 6.4641 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8145 loss: 2.8145 2022/06/26 09:43:35 - mmengine - INFO - Epoch(train) [78][1060/3757] lr: 6.125e-03 eta: 1 day, 4:11:13 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 5.7414 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.3151 loss: 2.3151 2022/06/26 09:43:40 - mmengine - INFO - Epoch(train) [78][1080/3757] lr: 6.125e-03 eta: 1 day, 4:11:07 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 7.0730 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7179 loss: 2.7179 2022/06/26 09:43:45 - mmengine - INFO - Epoch(train) [78][1100/3757] lr: 6.125e-03 eta: 1 day, 4:11:02 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 6.4378 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.3979 loss: 2.3979 2022/06/26 09:43:51 - mmengine - INFO - Epoch(train) [78][1120/3757] lr: 6.125e-03 eta: 1 day, 4:10:57 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 6.5149 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.2174 loss: 2.2174 2022/06/26 09:43:56 - mmengine - INFO - Epoch(train) [78][1140/3757] lr: 6.125e-03 eta: 1 day, 4:10:51 time: 0.251 data_time: 0.004 memory: 5036 grad_norm: 6.8020 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.8743 loss: 2.8743 2022/06/26 09:44:01 - mmengine - INFO - Epoch(train) [78][1160/3757] lr: 6.125e-03 eta: 1 day, 4:10:46 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 5.8906 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.6317 loss: 2.6317 2022/06/26 09:44:06 - mmengine - INFO - Epoch(train) [78][1180/3757] lr: 6.125e-03 eta: 1 day, 4:10:41 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 6.9973 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2268 loss: 2.2268 2022/06/26 09:44:11 - mmengine - INFO - Epoch(train) [78][1200/3757] lr: 6.125e-03 eta: 1 day, 4:10:35 time: 0.276 data_time: 0.004 memory: 5036 grad_norm: 6.5571 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2130 loss: 2.2130 2022/06/26 09:44:17 - mmengine - INFO - Epoch(train) [78][1220/3757] lr: 6.125e-03 eta: 1 day, 4:10:30 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 5.3807 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.6398 loss: 2.6398 2022/06/26 09:44:22 - mmengine - INFO - Epoch(train) [78][1240/3757] lr: 6.125e-03 eta: 1 day, 4:10:25 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 6.5419 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.2079 loss: 2.2079 2022/06/26 09:44:27 - mmengine - INFO - Epoch(train) [78][1260/3757] lr: 6.125e-03 eta: 1 day, 4:10:20 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 5.6964 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.9399 loss: 2.9399 2022/06/26 09:44:33 - mmengine - INFO - Epoch(train) [78][1280/3757] lr: 6.125e-03 eta: 1 day, 4:10:14 time: 0.276 data_time: 0.003 memory: 5036 grad_norm: 6.5429 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6413 loss: 2.6413 2022/06/26 09:44:38 - mmengine - INFO - Epoch(train) [78][1300/3757] lr: 6.125e-03 eta: 1 day, 4:10:09 time: 0.251 data_time: 0.011 memory: 5036 grad_norm: 7.8736 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.3415 loss: 2.3415 2022/06/26 09:44:43 - mmengine - INFO - Epoch(train) [78][1320/3757] lr: 6.125e-03 eta: 1 day, 4:10:04 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 7.2477 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3577 loss: 2.3577 2022/06/26 09:44:49 - mmengine - INFO - Epoch(train) [78][1340/3757] lr: 6.125e-03 eta: 1 day, 4:09:59 time: 0.287 data_time: 0.004 memory: 5036 grad_norm: 7.0834 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7206 loss: 2.7206 2022/06/26 09:44:54 - mmengine - INFO - Epoch(train) [78][1360/3757] lr: 6.125e-03 eta: 1 day, 4:09:53 time: 0.274 data_time: 0.003 memory: 5036 grad_norm: 5.8639 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4212 loss: 2.4212 2022/06/26 09:44:59 - mmengine - INFO - Epoch(train) [78][1380/3757] lr: 6.125e-03 eta: 1 day, 4:09:48 time: 0.255 data_time: 0.015 memory: 5036 grad_norm: 6.4409 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7176 loss: 2.7176 2022/06/26 09:45:04 - mmengine - INFO - Epoch(train) [78][1400/3757] lr: 6.125e-03 eta: 1 day, 4:09:43 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.7702 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.6564 loss: 2.6564 2022/06/26 09:45:10 - mmengine - INFO - Epoch(train) [78][1420/3757] lr: 6.125e-03 eta: 1 day, 4:09:38 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 7.0756 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.3838 loss: 2.3838 2022/06/26 09:45:15 - mmengine - INFO - Epoch(train) [78][1440/3757] lr: 6.125e-03 eta: 1 day, 4:09:32 time: 0.271 data_time: 0.008 memory: 5036 grad_norm: 5.5936 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.8965 loss: 2.8965 2022/06/26 09:45:20 - mmengine - INFO - Epoch(train) [78][1460/3757] lr: 6.125e-03 eta: 1 day, 4:09:27 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 7.0809 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.5876 loss: 2.5876 2022/06/26 09:45:26 - mmengine - INFO - Epoch(train) [78][1480/3757] lr: 6.125e-03 eta: 1 day, 4:09:22 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 7.8573 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0632 loss: 2.0632 2022/06/26 09:45:31 - mmengine - INFO - Epoch(train) [78][1500/3757] lr: 6.125e-03 eta: 1 day, 4:09:17 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 6.4228 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.8076 loss: 2.8076 2022/06/26 09:45:36 - mmengine - INFO - Epoch(train) [78][1520/3757] lr: 6.125e-03 eta: 1 day, 4:09:12 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 6.2425 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.5896 loss: 2.5896 2022/06/26 09:45:42 - mmengine - INFO - Epoch(train) [78][1540/3757] lr: 6.125e-03 eta: 1 day, 4:09:06 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 7.0086 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.8810 loss: 2.8810 2022/06/26 09:45:47 - mmengine - INFO - Epoch(train) [78][1560/3757] lr: 6.125e-03 eta: 1 day, 4:09:01 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 5.6077 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4162 loss: 2.4162 2022/06/26 09:45:52 - mmengine - INFO - Epoch(train) [78][1580/3757] lr: 6.125e-03 eta: 1 day, 4:08:56 time: 0.252 data_time: 0.008 memory: 5036 grad_norm: 6.5979 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0714 loss: 2.0714 2022/06/26 09:45:57 - mmengine - INFO - Epoch(train) [78][1600/3757] lr: 6.125e-03 eta: 1 day, 4:08:50 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 6.7482 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.6307 loss: 2.6307 2022/06/26 09:46:02 - mmengine - INFO - Epoch(train) [78][1620/3757] lr: 6.125e-03 eta: 1 day, 4:08:45 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 7.3087 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.0476 loss: 2.0476 2022/06/26 09:46:07 - mmengine - INFO - Epoch(train) [78][1640/3757] lr: 6.125e-03 eta: 1 day, 4:08:40 time: 0.259 data_time: 0.011 memory: 5036 grad_norm: 7.9101 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.4896 loss: 2.4896 2022/06/26 09:46:13 - mmengine - INFO - Epoch(train) [78][1660/3757] lr: 6.125e-03 eta: 1 day, 4:08:34 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 6.4303 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3787 loss: 2.3787 2022/06/26 09:46:18 - mmengine - INFO - Epoch(train) [78][1680/3757] lr: 6.125e-03 eta: 1 day, 4:08:29 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 7.6111 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4318 loss: 2.4318 2022/06/26 09:46:23 - mmengine - INFO - Epoch(train) [78][1700/3757] lr: 6.125e-03 eta: 1 day, 4:08:24 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 7.0788 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.2527 loss: 2.2527 2022/06/26 09:46:26 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 09:46:29 - mmengine - INFO - Epoch(train) [78][1720/3757] lr: 6.125e-03 eta: 1 day, 4:08:18 time: 0.261 data_time: 0.013 memory: 5036 grad_norm: 8.0166 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.6012 loss: 2.6012 2022/06/26 09:46:34 - mmengine - INFO - Epoch(train) [78][1740/3757] lr: 6.125e-03 eta: 1 day, 4:08:13 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 6.2414 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5275 loss: 2.5275 2022/06/26 09:46:39 - mmengine - INFO - Epoch(train) [78][1760/3757] lr: 6.125e-03 eta: 1 day, 4:08:08 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 6.9553 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6704 loss: 2.6704 2022/06/26 09:46:44 - mmengine - INFO - Epoch(train) [78][1780/3757] lr: 6.125e-03 eta: 1 day, 4:08:03 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 6.5850 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2010 loss: 2.2010 2022/06/26 09:46:49 - mmengine - INFO - Epoch(train) [78][1800/3757] lr: 6.125e-03 eta: 1 day, 4:07:57 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 7.7831 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.7476 loss: 2.7476 2022/06/26 09:46:55 - mmengine - INFO - Epoch(train) [78][1820/3757] lr: 6.125e-03 eta: 1 day, 4:07:52 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 6.4170 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5059 loss: 2.5059 2022/06/26 09:47:00 - mmengine - INFO - Epoch(train) [78][1840/3757] lr: 6.125e-03 eta: 1 day, 4:07:47 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 6.2182 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4874 loss: 2.4874 2022/06/26 09:47:05 - mmengine - INFO - Epoch(train) [78][1860/3757] lr: 6.125e-03 eta: 1 day, 4:07:41 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 6.7206 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.5346 loss: 2.5346 2022/06/26 09:47:10 - mmengine - INFO - Epoch(train) [78][1880/3757] lr: 6.125e-03 eta: 1 day, 4:07:36 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 6.0143 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.2372 loss: 2.2372 2022/06/26 09:47:16 - mmengine - INFO - Epoch(train) [78][1900/3757] lr: 6.125e-03 eta: 1 day, 4:07:31 time: 0.257 data_time: 0.004 memory: 5036 grad_norm: 5.8757 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5781 loss: 2.5781 2022/06/26 09:47:21 - mmengine - INFO - Epoch(train) [78][1920/3757] lr: 6.125e-03 eta: 1 day, 4:07:26 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 7.3877 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5809 loss: 2.5809 2022/06/26 09:47:26 - mmengine - INFO - Epoch(train) [78][1940/3757] lr: 6.125e-03 eta: 1 day, 4:07:20 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 5.9798 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.3829 loss: 2.3829 2022/06/26 09:47:32 - mmengine - INFO - Epoch(train) [78][1960/3757] lr: 6.125e-03 eta: 1 day, 4:07:15 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 6.6883 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5023 loss: 2.5023 2022/06/26 09:47:37 - mmengine - INFO - Epoch(train) [78][1980/3757] lr: 6.125e-03 eta: 1 day, 4:07:10 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 7.9062 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8813 loss: 2.8813 2022/06/26 09:47:42 - mmengine - INFO - Epoch(train) [78][2000/3757] lr: 6.125e-03 eta: 1 day, 4:07:05 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 6.4690 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7192 loss: 2.7192 2022/06/26 09:47:47 - mmengine - INFO - Epoch(train) [78][2020/3757] lr: 6.125e-03 eta: 1 day, 4:06:59 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 5.6251 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5565 loss: 2.5565 2022/06/26 09:47:53 - mmengine - INFO - Epoch(train) [78][2040/3757] lr: 6.125e-03 eta: 1 day, 4:06:54 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 7.1266 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3284 loss: 2.3284 2022/06/26 09:47:58 - mmengine - INFO - Epoch(train) [78][2060/3757] lr: 6.125e-03 eta: 1 day, 4:06:48 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 6.9014 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 2.5866 loss: 2.5866 2022/06/26 09:48:03 - mmengine - INFO - Epoch(train) [78][2080/3757] lr: 6.125e-03 eta: 1 day, 4:06:43 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 6.9801 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.5487 loss: 2.5487 2022/06/26 09:48:08 - mmengine - INFO - Epoch(train) [78][2100/3757] lr: 6.125e-03 eta: 1 day, 4:06:38 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 5.5064 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7445 loss: 2.7445 2022/06/26 09:48:13 - mmengine - INFO - Epoch(train) [78][2120/3757] lr: 6.125e-03 eta: 1 day, 4:06:32 time: 0.267 data_time: 0.003 memory: 5036 grad_norm: 6.4897 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5008 loss: 2.5008 2022/06/26 09:48:18 - mmengine - INFO - Epoch(train) [78][2140/3757] lr: 6.125e-03 eta: 1 day, 4:06:27 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 7.3164 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.3588 loss: 2.3588 2022/06/26 09:48:24 - mmengine - INFO - Epoch(train) [78][2160/3757] lr: 6.125e-03 eta: 1 day, 4:06:21 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 6.2749 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5321 loss: 2.5321 2022/06/26 09:48:29 - mmengine - INFO - Epoch(train) [78][2180/3757] lr: 6.125e-03 eta: 1 day, 4:06:16 time: 0.267 data_time: 0.007 memory: 5036 grad_norm: 6.9012 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.7283 loss: 2.7283 2022/06/26 09:48:34 - mmengine - INFO - Epoch(train) [78][2200/3757] lr: 6.125e-03 eta: 1 day, 4:06:11 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 7.8493 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3941 loss: 2.3941 2022/06/26 09:48:39 - mmengine - INFO - Epoch(train) [78][2220/3757] lr: 6.125e-03 eta: 1 day, 4:06:05 time: 0.253 data_time: 0.010 memory: 5036 grad_norm: 6.8250 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6546 loss: 2.6546 2022/06/26 09:48:44 - mmengine - INFO - Epoch(train) [78][2240/3757] lr: 6.125e-03 eta: 1 day, 4:06:00 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 6.6241 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.3903 loss: 2.3903 2022/06/26 09:48:50 - mmengine - INFO - Epoch(train) [78][2260/3757] lr: 6.125e-03 eta: 1 day, 4:05:55 time: 0.257 data_time: 0.014 memory: 5036 grad_norm: 7.0846 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3816 loss: 2.3816 2022/06/26 09:48:55 - mmengine - INFO - Epoch(train) [78][2280/3757] lr: 6.125e-03 eta: 1 day, 4:05:49 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.6720 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.1649 loss: 2.1649 2022/06/26 09:49:00 - mmengine - INFO - Epoch(train) [78][2300/3757] lr: 6.125e-03 eta: 1 day, 4:05:44 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 6.7638 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.6455 loss: 2.6455 2022/06/26 09:49:05 - mmengine - INFO - Epoch(train) [78][2320/3757] lr: 6.125e-03 eta: 1 day, 4:05:39 time: 0.266 data_time: 0.003 memory: 5036 grad_norm: 7.2672 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4334 loss: 2.4334 2022/06/26 09:49:11 - mmengine - INFO - Epoch(train) [78][2340/3757] lr: 6.125e-03 eta: 1 day, 4:05:34 time: 0.249 data_time: 0.008 memory: 5036 grad_norm: 8.4574 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.6303 loss: 2.6303 2022/06/26 09:49:16 - mmengine - INFO - Epoch(train) [78][2360/3757] lr: 6.125e-03 eta: 1 day, 4:05:28 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 5.9114 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.3227 loss: 2.3227 2022/06/26 09:49:21 - mmengine - INFO - Epoch(train) [78][2380/3757] lr: 6.125e-03 eta: 1 day, 4:05:23 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 7.1440 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0067 loss: 3.0067 2022/06/26 09:49:26 - mmengine - INFO - Epoch(train) [78][2400/3757] lr: 6.125e-03 eta: 1 day, 4:05:18 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 5.7087 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.5904 loss: 2.5904 2022/06/26 09:49:32 - mmengine - INFO - Epoch(train) [78][2420/3757] lr: 6.125e-03 eta: 1 day, 4:05:12 time: 0.253 data_time: 0.004 memory: 5036 grad_norm: 5.5433 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.6713 loss: 2.6713 2022/06/26 09:49:37 - mmengine - INFO - Epoch(train) [78][2440/3757] lr: 6.125e-03 eta: 1 day, 4:05:07 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 6.1968 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.8532 loss: 2.8532 2022/06/26 09:49:42 - mmengine - INFO - Epoch(train) [78][2460/3757] lr: 6.125e-03 eta: 1 day, 4:05:02 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 6.9763 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.9539 loss: 2.9539 2022/06/26 09:49:47 - mmengine - INFO - Epoch(train) [78][2480/3757] lr: 6.125e-03 eta: 1 day, 4:04:56 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 7.5103 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.5012 loss: 2.5012 2022/06/26 09:49:52 - mmengine - INFO - Epoch(train) [78][2500/3757] lr: 6.125e-03 eta: 1 day, 4:04:51 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 6.8416 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.3177 loss: 2.3177 2022/06/26 09:49:58 - mmengine - INFO - Epoch(train) [78][2520/3757] lr: 6.125e-03 eta: 1 day, 4:04:46 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 5.8643 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2602 loss: 2.2602 2022/06/26 09:50:03 - mmengine - INFO - Epoch(train) [78][2540/3757] lr: 6.125e-03 eta: 1 day, 4:04:40 time: 0.265 data_time: 0.006 memory: 5036 grad_norm: 7.1448 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7769 loss: 2.7769 2022/06/26 09:50:08 - mmengine - INFO - Epoch(train) [78][2560/3757] lr: 6.125e-03 eta: 1 day, 4:04:35 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 6.6765 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.1518 loss: 2.1518 2022/06/26 09:50:13 - mmengine - INFO - Epoch(train) [78][2580/3757] lr: 6.125e-03 eta: 1 day, 4:04:30 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 7.5197 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.7996 loss: 2.7996 2022/06/26 09:50:19 - mmengine - INFO - Epoch(train) [78][2600/3757] lr: 6.125e-03 eta: 1 day, 4:04:25 time: 0.300 data_time: 0.003 memory: 5036 grad_norm: 6.0358 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8741 loss: 2.8741 2022/06/26 09:50:24 - mmengine - INFO - Epoch(train) [78][2620/3757] lr: 6.125e-03 eta: 1 day, 4:04:19 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 6.2164 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6097 loss: 2.6097 2022/06/26 09:50:29 - mmengine - INFO - Epoch(train) [78][2640/3757] lr: 6.125e-03 eta: 1 day, 4:04:14 time: 0.271 data_time: 0.008 memory: 5036 grad_norm: 6.5225 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.4010 loss: 2.4010 2022/06/26 09:50:35 - mmengine - INFO - Epoch(train) [78][2660/3757] lr: 6.125e-03 eta: 1 day, 4:04:09 time: 0.266 data_time: 0.009 memory: 5036 grad_norm: 7.0207 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3537 loss: 2.3537 2022/06/26 09:50:40 - mmengine - INFO - Epoch(train) [78][2680/3757] lr: 6.125e-03 eta: 1 day, 4:04:04 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 6.9683 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4065 loss: 2.4065 2022/06/26 09:50:45 - mmengine - INFO - Epoch(train) [78][2700/3757] lr: 6.125e-03 eta: 1 day, 4:03:58 time: 0.268 data_time: 0.006 memory: 5036 grad_norm: 6.8757 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2795 loss: 2.2795 2022/06/26 09:50:48 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 09:50:50 - mmengine - INFO - Epoch(train) [78][2720/3757] lr: 6.125e-03 eta: 1 day, 4:03:53 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 6.8641 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.6498 loss: 2.6498 2022/06/26 09:50:56 - mmengine - INFO - Epoch(train) [78][2740/3757] lr: 6.125e-03 eta: 1 day, 4:03:48 time: 0.247 data_time: 0.006 memory: 5036 grad_norm: 7.0357 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3456 loss: 2.3456 2022/06/26 09:51:01 - mmengine - INFO - Epoch(train) [78][2760/3757] lr: 6.125e-03 eta: 1 day, 4:03:42 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 6.8166 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 3.3044 loss: 3.3044 2022/06/26 09:51:06 - mmengine - INFO - Epoch(train) [78][2780/3757] lr: 6.125e-03 eta: 1 day, 4:03:37 time: 0.257 data_time: 0.016 memory: 5036 grad_norm: 6.0075 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0995 loss: 2.0995 2022/06/26 09:51:11 - mmengine - INFO - Epoch(train) [78][2800/3757] lr: 6.125e-03 eta: 1 day, 4:03:32 time: 0.256 data_time: 0.013 memory: 5036 grad_norm: 7.3581 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6689 loss: 2.6689 2022/06/26 09:51:16 - mmengine - INFO - Epoch(train) [78][2820/3757] lr: 6.125e-03 eta: 1 day, 4:03:26 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 7.1067 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.7124 loss: 2.7124 2022/06/26 09:51:22 - mmengine - INFO - Epoch(train) [78][2840/3757] lr: 6.125e-03 eta: 1 day, 4:03:21 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 6.0592 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.3947 loss: 2.3947 2022/06/26 09:51:27 - mmengine - INFO - Epoch(train) [78][2860/3757] lr: 6.125e-03 eta: 1 day, 4:03:16 time: 0.258 data_time: 0.012 memory: 5036 grad_norm: 7.6450 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9584 loss: 2.9584 2022/06/26 09:51:32 - mmengine - INFO - Epoch(train) [78][2880/3757] lr: 6.125e-03 eta: 1 day, 4:03:10 time: 0.259 data_time: 0.014 memory: 5036 grad_norm: 6.7899 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9225 loss: 2.9225 2022/06/26 09:51:37 - mmengine - INFO - Epoch(train) [78][2900/3757] lr: 6.125e-03 eta: 1 day, 4:03:05 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 7.3419 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8039 loss: 2.8039 2022/06/26 09:51:43 - mmengine - INFO - Epoch(train) [78][2920/3757] lr: 6.125e-03 eta: 1 day, 4:03:00 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 7.2479 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.1642 loss: 2.1642 2022/06/26 09:51:48 - mmengine - INFO - Epoch(train) [78][2940/3757] lr: 6.125e-03 eta: 1 day, 4:02:54 time: 0.251 data_time: 0.011 memory: 5036 grad_norm: 7.0342 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0563 loss: 2.0563 2022/06/26 09:51:53 - mmengine - INFO - Epoch(train) [78][2960/3757] lr: 6.125e-03 eta: 1 day, 4:02:49 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 6.2950 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3301 loss: 2.3301 2022/06/26 09:51:58 - mmengine - INFO - Epoch(train) [78][2980/3757] lr: 6.125e-03 eta: 1 day, 4:02:44 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 5.7642 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.6437 loss: 2.6437 2022/06/26 09:52:04 - mmengine - INFO - Epoch(train) [78][3000/3757] lr: 6.125e-03 eta: 1 day, 4:02:39 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 6.3555 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.6173 loss: 2.6173 2022/06/26 09:52:09 - mmengine - INFO - Epoch(train) [78][3020/3757] lr: 6.125e-03 eta: 1 day, 4:02:33 time: 0.278 data_time: 0.013 memory: 5036 grad_norm: 6.5316 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3198 loss: 2.3198 2022/06/26 09:52:14 - mmengine - INFO - Epoch(train) [78][3040/3757] lr: 6.125e-03 eta: 1 day, 4:02:28 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 6.9011 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.5508 loss: 2.5508 2022/06/26 09:52:19 - mmengine - INFO - Epoch(train) [78][3060/3757] lr: 6.125e-03 eta: 1 day, 4:02:23 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 7.0320 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.3596 loss: 2.3596 2022/06/26 09:52:24 - mmengine - INFO - Epoch(train) [78][3080/3757] lr: 6.125e-03 eta: 1 day, 4:02:17 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 6.5035 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.1435 loss: 2.1435 2022/06/26 09:52:30 - mmengine - INFO - Epoch(train) [78][3100/3757] lr: 6.125e-03 eta: 1 day, 4:02:12 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 6.3008 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7060 loss: 2.7060 2022/06/26 09:52:35 - mmengine - INFO - Epoch(train) [78][3120/3757] lr: 6.125e-03 eta: 1 day, 4:02:07 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 6.0002 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7690 loss: 2.7690 2022/06/26 09:52:41 - mmengine - INFO - Epoch(train) [78][3140/3757] lr: 6.125e-03 eta: 1 day, 4:02:02 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 7.0719 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.2982 loss: 2.2982 2022/06/26 09:52:46 - mmengine - INFO - Epoch(train) [78][3160/3757] lr: 6.125e-03 eta: 1 day, 4:01:56 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 6.9971 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.2864 loss: 2.2864 2022/06/26 09:52:51 - mmengine - INFO - Epoch(train) [78][3180/3757] lr: 6.125e-03 eta: 1 day, 4:01:51 time: 0.258 data_time: 0.014 memory: 5036 grad_norm: 7.1038 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.3992 loss: 2.3992 2022/06/26 09:52:56 - mmengine - INFO - Epoch(train) [78][3200/3757] lr: 6.125e-03 eta: 1 day, 4:01:45 time: 0.252 data_time: 0.011 memory: 5036 grad_norm: 5.8680 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2742 loss: 2.2742 2022/06/26 09:53:01 - mmengine - INFO - Epoch(train) [78][3220/3757] lr: 6.125e-03 eta: 1 day, 4:01:40 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 7.3671 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3457 loss: 2.3457 2022/06/26 09:53:06 - mmengine - INFO - Epoch(train) [78][3240/3757] lr: 6.125e-03 eta: 1 day, 4:01:35 time: 0.245 data_time: 0.003 memory: 5036 grad_norm: 6.8285 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9657 loss: 2.9657 2022/06/26 09:53:12 - mmengine - INFO - Epoch(train) [78][3260/3757] lr: 6.125e-03 eta: 1 day, 4:01:30 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 7.0358 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8457 loss: 2.8457 2022/06/26 09:53:17 - mmengine - INFO - Epoch(train) [78][3280/3757] lr: 6.125e-03 eta: 1 day, 4:01:24 time: 0.254 data_time: 0.008 memory: 5036 grad_norm: 7.1457 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.5932 loss: 2.5932 2022/06/26 09:53:23 - mmengine - INFO - Epoch(train) [78][3300/3757] lr: 6.125e-03 eta: 1 day, 4:01:19 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 7.3624 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.5556 loss: 2.5556 2022/06/26 09:53:28 - mmengine - INFO - Epoch(train) [78][3320/3757] lr: 6.125e-03 eta: 1 day, 4:01:14 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 7.8497 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.3960 loss: 2.3960 2022/06/26 09:53:33 - mmengine - INFO - Epoch(train) [78][3340/3757] lr: 6.125e-03 eta: 1 day, 4:01:09 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 7.1558 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.5656 loss: 2.5656 2022/06/26 09:53:38 - mmengine - INFO - Epoch(train) [78][3360/3757] lr: 6.125e-03 eta: 1 day, 4:01:03 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 6.1668 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.4005 loss: 2.4005 2022/06/26 09:53:43 - mmengine - INFO - Epoch(train) [78][3380/3757] lr: 6.125e-03 eta: 1 day, 4:00:58 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 6.6102 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3150 loss: 2.3150 2022/06/26 09:53:49 - mmengine - INFO - Epoch(train) [78][3400/3757] lr: 6.125e-03 eta: 1 day, 4:00:53 time: 0.251 data_time: 0.011 memory: 5036 grad_norm: 7.2111 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4670 loss: 2.4670 2022/06/26 09:53:54 - mmengine - INFO - Epoch(train) [78][3420/3757] lr: 6.125e-03 eta: 1 day, 4:00:47 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 6.6354 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.3220 loss: 3.3220 2022/06/26 09:53:59 - mmengine - INFO - Epoch(train) [78][3440/3757] lr: 6.125e-03 eta: 1 day, 4:00:42 time: 0.308 data_time: 0.006 memory: 5036 grad_norm: 6.4568 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4027 loss: 2.4027 2022/06/26 09:54:04 - mmengine - INFO - Epoch(train) [78][3460/3757] lr: 6.125e-03 eta: 1 day, 4:00:37 time: 0.269 data_time: 0.006 memory: 5036 grad_norm: 7.2491 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.6729 loss: 2.6729 2022/06/26 09:54:09 - mmengine - INFO - Epoch(train) [78][3480/3757] lr: 6.125e-03 eta: 1 day, 4:00:31 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 6.7154 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5913 loss: 2.5913 2022/06/26 09:54:15 - mmengine - INFO - Epoch(train) [78][3500/3757] lr: 6.125e-03 eta: 1 day, 4:00:26 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 7.0070 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.3598 loss: 2.3598 2022/06/26 09:54:20 - mmengine - INFO - Epoch(train) [78][3520/3757] lr: 6.125e-03 eta: 1 day, 4:00:21 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 7.0495 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.4957 loss: 2.4957 2022/06/26 09:54:25 - mmengine - INFO - Epoch(train) [78][3540/3757] lr: 6.125e-03 eta: 1 day, 4:00:15 time: 0.271 data_time: 0.012 memory: 5036 grad_norm: 6.4318 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7165 loss: 2.7165 2022/06/26 09:54:30 - mmengine - INFO - Epoch(train) [78][3560/3757] lr: 6.125e-03 eta: 1 day, 4:00:10 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 6.9942 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3013 loss: 2.3013 2022/06/26 09:54:36 - mmengine - INFO - Epoch(train) [78][3580/3757] lr: 6.125e-03 eta: 1 day, 4:00:05 time: 0.267 data_time: 0.006 memory: 5036 grad_norm: 7.0271 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.6347 loss: 2.6347 2022/06/26 09:54:41 - mmengine - INFO - Epoch(train) [78][3600/3757] lr: 6.125e-03 eta: 1 day, 4:00:00 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 6.1716 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2533 loss: 2.2533 2022/06/26 09:54:46 - mmengine - INFO - Epoch(train) [78][3620/3757] lr: 6.125e-03 eta: 1 day, 3:59:54 time: 0.249 data_time: 0.007 memory: 5036 grad_norm: 5.9464 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.5725 loss: 2.5725 2022/06/26 09:54:51 - mmengine - INFO - Epoch(train) [78][3640/3757] lr: 6.125e-03 eta: 1 day, 3:59:49 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 7.1862 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.8790 loss: 2.8790 2022/06/26 09:54:57 - mmengine - INFO - Epoch(train) [78][3660/3757] lr: 6.125e-03 eta: 1 day, 3:59:44 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 6.4460 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4826 loss: 2.4826 2022/06/26 09:55:02 - mmengine - INFO - Epoch(train) [78][3680/3757] lr: 6.125e-03 eta: 1 day, 3:59:38 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 5.6710 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.4136 loss: 2.4136 2022/06/26 09:55:07 - mmengine - INFO - Epoch(train) [78][3700/3757] lr: 6.125e-03 eta: 1 day, 3:59:33 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 6.8452 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7517 loss: 2.7517 2022/06/26 09:55:10 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 09:55:12 - mmengine - INFO - Epoch(train) [78][3720/3757] lr: 6.125e-03 eta: 1 day, 3:59:27 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 7.3916 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9176 loss: 2.9176 2022/06/26 09:55:17 - mmengine - INFO - Epoch(train) [78][3740/3757] lr: 6.125e-03 eta: 1 day, 3:59:22 time: 0.238 data_time: 0.005 memory: 5036 grad_norm: 7.7558 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9099 loss: 2.9099 2022/06/26 09:55:21 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 09:55:21 - mmengine - INFO - Saving checkpoint at 78 epochs 2022/06/26 09:55:35 - mmengine - INFO - Epoch(val) [78][20/310] eta: 0:01:48 time: 0.142 data_time: 0.040 memory: 5036 2022/06/26 09:55:39 - mmengine - INFO - Epoch(val) [78][40/310] eta: 0:01:35 time: 0.117 data_time: 0.014 memory: 1723 2022/06/26 09:55:44 - mmengine - INFO - Epoch(val) [78][60/310] eta: 0:00:26 time: 0.109 data_time: 0.002 memory: 1723 2022/06/26 09:55:48 - mmengine - INFO - Epoch(val) [78][80/310] eta: 0:00:28 time: 0.108 data_time: 0.001 memory: 1723 2022/06/26 09:55:55 - mmengine - INFO - Epoch(val) [78][100/310] eta: 0:01:15 time: 0.106 data_time: 0.005 memory: 1723 2022/06/26 09:56:00 - mmengine - INFO - Epoch(val) [78][120/310] eta: 0:01:09 time: 0.176 data_time: 0.075 memory: 1723 2022/06/26 09:56:04 - mmengine - INFO - Epoch(val) [78][140/310] eta: 0:00:21 time: 0.107 data_time: 0.005 memory: 1723 2022/06/26 09:56:09 - mmengine - INFO - Epoch(val) [78][160/310] eta: 0:00:16 time: 0.144 data_time: 0.001 memory: 1723 2022/06/26 09:56:16 - mmengine - INFO - Epoch(val) [78][180/310] eta: 0:00:45 time: 0.321 data_time: 0.218 memory: 1723 2022/06/26 09:56:21 - mmengine - INFO - Epoch(val) [78][200/310] eta: 0:00:39 time: 0.107 data_time: 0.005 memory: 1723 2022/06/26 09:56:26 - mmengine - INFO - Epoch(val) [78][220/310] eta: 0:00:11 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 09:56:30 - mmengine - INFO - Epoch(val) [78][240/310] eta: 0:00:07 time: 0.109 data_time: 0.002 memory: 1723 2022/06/26 09:56:37 - mmengine - INFO - Epoch(val) [78][260/310] eta: 0:00:16 time: 0.106 data_time: 0.004 memory: 1723 2022/06/26 09:56:41 - mmengine - INFO - Epoch(val) [78][280/310] eta: 0:00:09 time: 0.111 data_time: 0.002 memory: 1723 2022/06/26 09:56:43 - mmengine - INFO - Epoch(val) [78][300/310] eta: 0:00:01 time: 0.097 data_time: 0.001 memory: 1723 2022/06/26 09:56:46 - mmengine - INFO - Epoch(val) [78][310/310] acc/top1: 0.4983 acc/top5: 0.7534 acc/mean1: 0.4982 2022/06/26 09:56:55 - mmengine - INFO - Epoch(train) [79][20/3757] lr: 6.040e-03 eta: 1 day, 3:59:15 time: 0.263 data_time: 0.017 memory: 5036 grad_norm: 6.3350 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.6848 loss: 2.6848 2022/06/26 09:57:00 - mmengine - INFO - Epoch(train) [79][40/3757] lr: 6.040e-03 eta: 1 day, 3:59:10 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 8.6175 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.5225 loss: 2.5225 2022/06/26 09:57:06 - mmengine - INFO - Epoch(train) [79][60/3757] lr: 6.040e-03 eta: 1 day, 3:59:05 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 6.9215 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2834 loss: 2.2834 2022/06/26 09:57:11 - mmengine - INFO - Epoch(train) [79][80/3757] lr: 6.040e-03 eta: 1 day, 3:58:59 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 6.8420 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5249 loss: 2.5249 2022/06/26 09:57:16 - mmengine - INFO - Epoch(train) [79][100/3757] lr: 6.040e-03 eta: 1 day, 3:58:54 time: 0.284 data_time: 0.003 memory: 5036 grad_norm: 6.9465 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.3509 loss: 2.3509 2022/06/26 09:57:21 - mmengine - INFO - Epoch(train) [79][120/3757] lr: 6.040e-03 eta: 1 day, 3:58:49 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 6.1710 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.3684 loss: 2.3684 2022/06/26 09:57:27 - mmengine - INFO - Epoch(train) [79][140/3757] lr: 6.040e-03 eta: 1 day, 3:58:44 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.5703 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5360 loss: 2.5360 2022/06/26 09:57:32 - mmengine - INFO - Epoch(train) [79][160/3757] lr: 6.040e-03 eta: 1 day, 3:58:39 time: 0.244 data_time: 0.003 memory: 5036 grad_norm: 7.6146 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4377 loss: 2.4377 2022/06/26 09:57:37 - mmengine - INFO - Epoch(train) [79][180/3757] lr: 6.040e-03 eta: 1 day, 3:58:33 time: 0.280 data_time: 0.003 memory: 5036 grad_norm: 5.8765 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.6971 loss: 2.6971 2022/06/26 09:57:43 - mmengine - INFO - Epoch(train) [79][200/3757] lr: 6.040e-03 eta: 1 day, 3:58:28 time: 0.252 data_time: 0.004 memory: 5036 grad_norm: 6.4533 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 2.0271 loss: 2.0271 2022/06/26 09:57:48 - mmengine - INFO - Epoch(train) [79][220/3757] lr: 6.040e-03 eta: 1 day, 3:58:23 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 6.9195 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4180 loss: 2.4180 2022/06/26 09:57:53 - mmengine - INFO - Epoch(train) [79][240/3757] lr: 6.040e-03 eta: 1 day, 3:58:18 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 7.1043 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4922 loss: 2.4922 2022/06/26 09:57:59 - mmengine - INFO - Epoch(train) [79][260/3757] lr: 6.040e-03 eta: 1 day, 3:58:13 time: 0.274 data_time: 0.003 memory: 5036 grad_norm: 6.6573 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.3012 loss: 2.3012 2022/06/26 09:58:04 - mmengine - INFO - Epoch(train) [79][280/3757] lr: 6.040e-03 eta: 1 day, 3:58:07 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 6.3987 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1366 loss: 2.1366 2022/06/26 09:58:09 - mmengine - INFO - Epoch(train) [79][300/3757] lr: 6.040e-03 eta: 1 day, 3:58:02 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 7.4067 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4390 loss: 2.4390 2022/06/26 09:58:15 - mmengine - INFO - Epoch(train) [79][320/3757] lr: 6.040e-03 eta: 1 day, 3:57:57 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 7.7876 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8142 loss: 2.8142 2022/06/26 09:58:20 - mmengine - INFO - Epoch(train) [79][340/3757] lr: 6.040e-03 eta: 1 day, 3:57:52 time: 0.271 data_time: 0.003 memory: 5036 grad_norm: 7.2680 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2011 loss: 2.2011 2022/06/26 09:58:25 - mmengine - INFO - Epoch(train) [79][360/3757] lr: 6.040e-03 eta: 1 day, 3:57:46 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 7.0489 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2178 loss: 2.2178 2022/06/26 09:58:31 - mmengine - INFO - Epoch(train) [79][380/3757] lr: 6.040e-03 eta: 1 day, 3:57:41 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 6.3426 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.1802 loss: 2.1802 2022/06/26 09:58:36 - mmengine - INFO - Epoch(train) [79][400/3757] lr: 6.040e-03 eta: 1 day, 3:57:36 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 6.4117 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.9135 loss: 2.9135 2022/06/26 09:58:41 - mmengine - INFO - Epoch(train) [79][420/3757] lr: 6.040e-03 eta: 1 day, 3:57:31 time: 0.289 data_time: 0.003 memory: 5036 grad_norm: 6.8226 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.6297 loss: 2.6297 2022/06/26 09:58:46 - mmengine - INFO - Epoch(train) [79][440/3757] lr: 6.040e-03 eta: 1 day, 3:57:26 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 6.5440 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6685 loss: 2.6685 2022/06/26 09:58:52 - mmengine - INFO - Epoch(train) [79][460/3757] lr: 6.040e-03 eta: 1 day, 3:57:20 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 6.7025 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 2.3343 loss: 2.3343 2022/06/26 09:58:57 - mmengine - INFO - Epoch(train) [79][480/3757] lr: 6.040e-03 eta: 1 day, 3:57:15 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 7.0226 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.4647 loss: 2.4647 2022/06/26 09:59:02 - mmengine - INFO - Epoch(train) [79][500/3757] lr: 6.040e-03 eta: 1 day, 3:57:10 time: 0.269 data_time: 0.003 memory: 5036 grad_norm: 7.3815 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8523 loss: 2.8523 2022/06/26 09:59:07 - mmengine - INFO - Epoch(train) [79][520/3757] lr: 6.040e-03 eta: 1 day, 3:57:04 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 6.2805 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6289 loss: 2.6289 2022/06/26 09:59:13 - mmengine - INFO - Epoch(train) [79][540/3757] lr: 6.040e-03 eta: 1 day, 3:56:59 time: 0.254 data_time: 0.010 memory: 5036 grad_norm: 5.4628 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.1348 loss: 2.1348 2022/06/26 09:59:18 - mmengine - INFO - Epoch(train) [79][560/3757] lr: 6.040e-03 eta: 1 day, 3:56:54 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 7.5871 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7919 loss: 2.7919 2022/06/26 09:59:23 - mmengine - INFO - Epoch(train) [79][580/3757] lr: 6.040e-03 eta: 1 day, 3:56:49 time: 0.284 data_time: 0.003 memory: 5036 grad_norm: 6.4402 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2662 loss: 2.2662 2022/06/26 09:59:29 - mmengine - INFO - Epoch(train) [79][600/3757] lr: 6.040e-03 eta: 1 day, 3:56:43 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 7.4559 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 2.2464 loss: 2.2464 2022/06/26 09:59:34 - mmengine - INFO - Epoch(train) [79][620/3757] lr: 6.040e-03 eta: 1 day, 3:56:38 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 6.7433 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.5832 loss: 2.5832 2022/06/26 09:59:39 - mmengine - INFO - Epoch(train) [79][640/3757] lr: 6.040e-03 eta: 1 day, 3:56:33 time: 0.263 data_time: 0.007 memory: 5036 grad_norm: 7.2145 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4402 loss: 2.4402 2022/06/26 09:59:44 - mmengine - INFO - Epoch(train) [79][660/3757] lr: 6.040e-03 eta: 1 day, 3:56:28 time: 0.352 data_time: 0.004 memory: 5036 grad_norm: 7.4223 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4118 loss: 2.4118 2022/06/26 09:59:50 - mmengine - INFO - Epoch(train) [79][680/3757] lr: 6.040e-03 eta: 1 day, 3:56:22 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 6.3182 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.6001 loss: 2.6001 2022/06/26 09:59:55 - mmengine - INFO - Epoch(train) [79][700/3757] lr: 6.040e-03 eta: 1 day, 3:56:17 time: 0.251 data_time: 0.009 memory: 5036 grad_norm: 6.5732 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3110 loss: 2.3110 2022/06/26 10:00:00 - mmengine - INFO - Epoch(train) [79][720/3757] lr: 6.040e-03 eta: 1 day, 3:56:11 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 6.3711 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2587 loss: 2.2587 2022/06/26 10:00:05 - mmengine - INFO - Epoch(train) [79][740/3757] lr: 6.040e-03 eta: 1 day, 3:56:06 time: 0.269 data_time: 0.003 memory: 5036 grad_norm: 5.8774 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2721 loss: 2.2721 2022/06/26 10:00:10 - mmengine - INFO - Epoch(train) [79][760/3757] lr: 6.040e-03 eta: 1 day, 3:56:01 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.7453 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.4885 loss: 2.4885 2022/06/26 10:00:16 - mmengine - INFO - Epoch(train) [79][780/3757] lr: 6.040e-03 eta: 1 day, 3:55:55 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 7.2243 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1391 loss: 2.1391 2022/06/26 10:00:21 - mmengine - INFO - Epoch(train) [79][800/3757] lr: 6.040e-03 eta: 1 day, 3:55:50 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 4.9817 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0168 loss: 2.0168 2022/06/26 10:00:26 - mmengine - INFO - Epoch(train) [79][820/3757] lr: 6.040e-03 eta: 1 day, 3:55:45 time: 0.266 data_time: 0.003 memory: 5036 grad_norm: 8.5337 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.9060 loss: 2.9060 2022/06/26 10:00:31 - mmengine - INFO - Epoch(train) [79][840/3757] lr: 6.040e-03 eta: 1 day, 3:55:39 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.8109 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.7373 loss: 2.7373 2022/06/26 10:00:36 - mmengine - INFO - Epoch(train) [79][860/3757] lr: 6.040e-03 eta: 1 day, 3:55:34 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 7.5108 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.5675 loss: 2.5675 2022/06/26 10:00:42 - mmengine - INFO - Epoch(train) [79][880/3757] lr: 6.040e-03 eta: 1 day, 3:55:29 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.6426 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.4357 loss: 2.4357 2022/06/26 10:00:47 - mmengine - INFO - Epoch(train) [79][900/3757] lr: 6.040e-03 eta: 1 day, 3:55:23 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 6.0173 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.3137 loss: 2.3137 2022/06/26 10:00:52 - mmengine - INFO - Epoch(train) [79][920/3757] lr: 6.040e-03 eta: 1 day, 3:55:18 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 5.9167 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.9363 loss: 2.9363 2022/06/26 10:00:57 - mmengine - INFO - Epoch(train) [79][940/3757] lr: 6.040e-03 eta: 1 day, 3:55:13 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 7.1309 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9761 loss: 2.9761 2022/06/26 10:01:01 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 10:01:03 - mmengine - INFO - Epoch(train) [79][960/3757] lr: 6.040e-03 eta: 1 day, 3:55:07 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 6.6575 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.7386 loss: 2.7386 2022/06/26 10:01:08 - mmengine - INFO - Epoch(train) [79][980/3757] lr: 6.040e-03 eta: 1 day, 3:55:02 time: 0.273 data_time: 0.003 memory: 5036 grad_norm: 6.5868 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7481 loss: 2.7481 2022/06/26 10:01:13 - mmengine - INFO - Epoch(train) [79][1000/3757] lr: 6.040e-03 eta: 1 day, 3:54:57 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 6.5738 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5333 loss: 2.5333 2022/06/26 10:01:18 - mmengine - INFO - Epoch(train) [79][1020/3757] lr: 6.040e-03 eta: 1 day, 3:54:52 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 7.0307 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7874 loss: 2.7874 2022/06/26 10:01:24 - mmengine - INFO - Epoch(train) [79][1040/3757] lr: 6.040e-03 eta: 1 day, 3:54:47 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.3997 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6356 loss: 2.6356 2022/06/26 10:01:29 - mmengine - INFO - Epoch(train) [79][1060/3757] lr: 6.040e-03 eta: 1 day, 3:54:41 time: 0.270 data_time: 0.003 memory: 5036 grad_norm: 6.6470 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7668 loss: 2.7668 2022/06/26 10:01:34 - mmengine - INFO - Epoch(train) [79][1080/3757] lr: 6.040e-03 eta: 1 day, 3:54:36 time: 0.246 data_time: 0.004 memory: 5036 grad_norm: 6.7680 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.3499 loss: 2.3499 2022/06/26 10:01:40 - mmengine - INFO - Epoch(train) [79][1100/3757] lr: 6.040e-03 eta: 1 day, 3:54:31 time: 0.279 data_time: 0.003 memory: 5036 grad_norm: 7.0324 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0425 loss: 2.0425 2022/06/26 10:01:45 - mmengine - INFO - Epoch(train) [79][1120/3757] lr: 6.040e-03 eta: 1 day, 3:54:26 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 6.7515 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.7681 loss: 2.7681 2022/06/26 10:01:50 - mmengine - INFO - Epoch(train) [79][1140/3757] lr: 6.040e-03 eta: 1 day, 3:54:20 time: 0.267 data_time: 0.003 memory: 5036 grad_norm: 6.4808 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.3471 loss: 2.3471 2022/06/26 10:01:55 - mmengine - INFO - Epoch(train) [79][1160/3757] lr: 6.040e-03 eta: 1 day, 3:54:15 time: 0.266 data_time: 0.003 memory: 5036 grad_norm: 7.2168 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7231 loss: 2.7231 2022/06/26 10:02:01 - mmengine - INFO - Epoch(train) [79][1180/3757] lr: 6.040e-03 eta: 1 day, 3:54:10 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 7.2382 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.6906 loss: 2.6906 2022/06/26 10:02:06 - mmengine - INFO - Epoch(train) [79][1200/3757] lr: 6.040e-03 eta: 1 day, 3:54:05 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 7.0948 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9989 loss: 1.9989 2022/06/26 10:02:12 - mmengine - INFO - Epoch(train) [79][1220/3757] lr: 6.040e-03 eta: 1 day, 3:54:00 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 6.4991 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5956 loss: 2.5956 2022/06/26 10:02:17 - mmengine - INFO - Epoch(train) [79][1240/3757] lr: 6.040e-03 eta: 1 day, 3:53:54 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 7.8029 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9733 loss: 2.9733 2022/06/26 10:02:22 - mmengine - INFO - Epoch(train) [79][1260/3757] lr: 6.040e-03 eta: 1 day, 3:53:49 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 7.4166 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.3650 loss: 2.3650 2022/06/26 10:02:27 - mmengine - INFO - Epoch(train) [79][1280/3757] lr: 6.040e-03 eta: 1 day, 3:53:44 time: 0.251 data_time: 0.009 memory: 5036 grad_norm: 6.3690 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.5525 loss: 2.5525 2022/06/26 10:02:33 - mmengine - INFO - Epoch(train) [79][1300/3757] lr: 6.040e-03 eta: 1 day, 3:53:39 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 6.7181 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.4521 loss: 2.4521 2022/06/26 10:02:38 - mmengine - INFO - Epoch(train) [79][1320/3757] lr: 6.040e-03 eta: 1 day, 3:53:33 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 6.7987 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.2462 loss: 2.2462 2022/06/26 10:02:43 - mmengine - INFO - Epoch(train) [79][1340/3757] lr: 6.040e-03 eta: 1 day, 3:53:28 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 6.4438 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.5087 loss: 2.5087 2022/06/26 10:02:48 - mmengine - INFO - Epoch(train) [79][1360/3757] lr: 6.040e-03 eta: 1 day, 3:53:23 time: 0.251 data_time: 0.009 memory: 5036 grad_norm: 6.5601 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.3524 loss: 2.3524 2022/06/26 10:02:54 - mmengine - INFO - Epoch(train) [79][1380/3757] lr: 6.040e-03 eta: 1 day, 3:53:17 time: 0.255 data_time: 0.012 memory: 5036 grad_norm: 7.2809 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.3578 loss: 2.3578 2022/06/26 10:02:59 - mmengine - INFO - Epoch(train) [79][1400/3757] lr: 6.040e-03 eta: 1 day, 3:53:12 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 6.2980 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.0680 loss: 2.0680 2022/06/26 10:03:04 - mmengine - INFO - Epoch(train) [79][1420/3757] lr: 6.040e-03 eta: 1 day, 3:53:06 time: 0.253 data_time: 0.008 memory: 5036 grad_norm: 6.8084 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7308 loss: 2.7308 2022/06/26 10:03:09 - mmengine - INFO - Epoch(train) [79][1440/3757] lr: 6.040e-03 eta: 1 day, 3:53:01 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 5.9798 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8382 loss: 2.8382 2022/06/26 10:03:15 - mmengine - INFO - Epoch(train) [79][1460/3757] lr: 6.040e-03 eta: 1 day, 3:52:56 time: 0.247 data_time: 0.006 memory: 5036 grad_norm: 7.6516 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6811 loss: 2.6811 2022/06/26 10:03:20 - mmengine - INFO - Epoch(train) [79][1480/3757] lr: 6.040e-03 eta: 1 day, 3:52:51 time: 0.258 data_time: 0.012 memory: 5036 grad_norm: 6.2087 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9514 loss: 2.9514 2022/06/26 10:03:25 - mmengine - INFO - Epoch(train) [79][1500/3757] lr: 6.040e-03 eta: 1 day, 3:52:45 time: 0.266 data_time: 0.006 memory: 5036 grad_norm: 5.6686 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6106 loss: 2.6106 2022/06/26 10:03:30 - mmengine - INFO - Epoch(train) [79][1520/3757] lr: 6.040e-03 eta: 1 day, 3:52:40 time: 0.513 data_time: 0.009 memory: 5036 grad_norm: 6.7835 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4087 loss: 2.4087 2022/06/26 10:03:36 - mmengine - INFO - Epoch(train) [79][1540/3757] lr: 6.040e-03 eta: 1 day, 3:52:35 time: 0.263 data_time: 0.010 memory: 5036 grad_norm: 6.1380 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.1688 loss: 2.1688 2022/06/26 10:03:41 - mmengine - INFO - Epoch(train) [79][1560/3757] lr: 6.040e-03 eta: 1 day, 3:52:30 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 6.3743 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.4940 loss: 2.4940 2022/06/26 10:03:46 - mmengine - INFO - Epoch(train) [79][1580/3757] lr: 6.040e-03 eta: 1 day, 3:52:24 time: 0.264 data_time: 0.006 memory: 5036 grad_norm: 7.5305 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1574 loss: 2.1574 2022/06/26 10:03:51 - mmengine - INFO - Epoch(train) [79][1600/3757] lr: 6.040e-03 eta: 1 day, 3:52:19 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 6.8002 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.3480 loss: 2.3480 2022/06/26 10:03:56 - mmengine - INFO - Epoch(train) [79][1620/3757] lr: 6.040e-03 eta: 1 day, 3:52:14 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 6.8799 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1282 loss: 2.1282 2022/06/26 10:04:02 - mmengine - INFO - Epoch(train) [79][1640/3757] lr: 6.040e-03 eta: 1 day, 3:52:08 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 6.4041 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5153 loss: 2.5153 2022/06/26 10:04:07 - mmengine - INFO - Epoch(train) [79][1660/3757] lr: 6.040e-03 eta: 1 day, 3:52:03 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 6.0004 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7232 loss: 2.7232 2022/06/26 10:04:12 - mmengine - INFO - Epoch(train) [79][1680/3757] lr: 6.040e-03 eta: 1 day, 3:51:58 time: 0.250 data_time: 0.007 memory: 5036 grad_norm: 6.8790 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6226 loss: 2.6226 2022/06/26 10:04:17 - mmengine - INFO - Epoch(train) [79][1700/3757] lr: 6.040e-03 eta: 1 day, 3:51:52 time: 0.263 data_time: 0.009 memory: 5036 grad_norm: 8.0652 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5057 loss: 2.5057 2022/06/26 10:04:23 - mmengine - INFO - Epoch(train) [79][1720/3757] lr: 6.040e-03 eta: 1 day, 3:51:47 time: 0.254 data_time: 0.010 memory: 5036 grad_norm: 6.8961 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3016 loss: 2.3016 2022/06/26 10:04:28 - mmengine - INFO - Epoch(train) [79][1740/3757] lr: 6.040e-03 eta: 1 day, 3:51:42 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 6.5547 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4995 loss: 2.4995 2022/06/26 10:04:33 - mmengine - INFO - Epoch(train) [79][1760/3757] lr: 6.040e-03 eta: 1 day, 3:51:37 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 6.7320 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.3867 loss: 2.3867 2022/06/26 10:04:38 - mmengine - INFO - Epoch(train) [79][1780/3757] lr: 6.040e-03 eta: 1 day, 3:51:31 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 5.8371 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6963 loss: 2.6963 2022/06/26 10:04:44 - mmengine - INFO - Epoch(train) [79][1800/3757] lr: 6.040e-03 eta: 1 day, 3:51:26 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 7.0136 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2098 loss: 2.2098 2022/06/26 10:04:49 - mmengine - INFO - Epoch(train) [79][1820/3757] lr: 6.040e-03 eta: 1 day, 3:51:21 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 6.3935 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5519 loss: 2.5519 2022/06/26 10:04:54 - mmengine - INFO - Epoch(train) [79][1840/3757] lr: 6.040e-03 eta: 1 day, 3:51:15 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 6.5497 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1550 loss: 2.1550 2022/06/26 10:04:59 - mmengine - INFO - Epoch(train) [79][1860/3757] lr: 6.040e-03 eta: 1 day, 3:51:10 time: 0.259 data_time: 0.009 memory: 5036 grad_norm: 6.9128 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5844 loss: 2.5844 2022/06/26 10:05:04 - mmengine - INFO - Epoch(train) [79][1880/3757] lr: 6.040e-03 eta: 1 day, 3:51:04 time: 0.262 data_time: 0.023 memory: 5036 grad_norm: 7.1533 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5813 loss: 2.5813 2022/06/26 10:05:10 - mmengine - INFO - Epoch(train) [79][1900/3757] lr: 6.040e-03 eta: 1 day, 3:50:59 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 8.1150 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.7488 loss: 2.7488 2022/06/26 10:05:15 - mmengine - INFO - Epoch(train) [79][1920/3757] lr: 6.040e-03 eta: 1 day, 3:50:54 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 6.5361 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6087 loss: 2.6087 2022/06/26 10:05:20 - mmengine - INFO - Epoch(train) [79][1940/3757] lr: 6.040e-03 eta: 1 day, 3:50:49 time: 0.318 data_time: 0.023 memory: 5036 grad_norm: 6.1624 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3272 loss: 2.3272 2022/06/26 10:05:24 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 10:05:26 - mmengine - INFO - Epoch(train) [79][1960/3757] lr: 6.040e-03 eta: 1 day, 3:50:44 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 6.6479 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4339 loss: 2.4339 2022/06/26 10:05:31 - mmengine - INFO - Epoch(train) [79][1980/3757] lr: 6.040e-03 eta: 1 day, 3:50:38 time: 0.258 data_time: 0.019 memory: 5036 grad_norm: 7.3241 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.7901 loss: 2.7901 2022/06/26 10:05:36 - mmengine - INFO - Epoch(train) [79][2000/3757] lr: 6.040e-03 eta: 1 day, 3:50:33 time: 0.252 data_time: 0.010 memory: 5036 grad_norm: 6.6355 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5173 loss: 2.5173 2022/06/26 10:05:41 - mmengine - INFO - Epoch(train) [79][2020/3757] lr: 6.040e-03 eta: 1 day, 3:50:27 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 7.0192 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5304 loss: 2.5304 2022/06/26 10:05:46 - mmengine - INFO - Epoch(train) [79][2040/3757] lr: 6.040e-03 eta: 1 day, 3:50:22 time: 0.255 data_time: 0.010 memory: 5036 grad_norm: 7.3257 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.5446 loss: 2.5446 2022/06/26 10:05:52 - mmengine - INFO - Epoch(train) [79][2060/3757] lr: 6.040e-03 eta: 1 day, 3:50:17 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 5.5954 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3659 loss: 2.3659 2022/06/26 10:05:57 - mmengine - INFO - Epoch(train) [79][2080/3757] lr: 6.040e-03 eta: 1 day, 3:50:11 time: 0.254 data_time: 0.005 memory: 5036 grad_norm: 6.6273 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.7612 loss: 2.7612 2022/06/26 10:06:02 - mmengine - INFO - Epoch(train) [79][2100/3757] lr: 6.040e-03 eta: 1 day, 3:50:06 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 6.1628 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.5934 loss: 2.5934 2022/06/26 10:06:07 - mmengine - INFO - Epoch(train) [79][2120/3757] lr: 6.040e-03 eta: 1 day, 3:50:01 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 6.5469 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3877 loss: 2.3877 2022/06/26 10:06:13 - mmengine - INFO - Epoch(train) [79][2140/3757] lr: 6.040e-03 eta: 1 day, 3:49:56 time: 0.266 data_time: 0.007 memory: 5036 grad_norm: 7.6785 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3110 loss: 2.3110 2022/06/26 10:06:18 - mmengine - INFO - Epoch(train) [79][2160/3757] lr: 6.040e-03 eta: 1 day, 3:49:50 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 7.4253 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.3717 loss: 2.3717 2022/06/26 10:06:23 - mmengine - INFO - Epoch(train) [79][2180/3757] lr: 6.040e-03 eta: 1 day, 3:49:45 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 6.7953 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7702 loss: 2.7702 2022/06/26 10:06:28 - mmengine - INFO - Epoch(train) [79][2200/3757] lr: 6.040e-03 eta: 1 day, 3:49:40 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 6.5259 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.3215 loss: 2.3215 2022/06/26 10:06:33 - mmengine - INFO - Epoch(train) [79][2220/3757] lr: 6.040e-03 eta: 1 day, 3:49:34 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 6.4752 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.6386 loss: 2.6386 2022/06/26 10:06:39 - mmengine - INFO - Epoch(train) [79][2240/3757] lr: 6.040e-03 eta: 1 day, 3:49:29 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 5.9992 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1895 loss: 2.1895 2022/06/26 10:06:44 - mmengine - INFO - Epoch(train) [79][2260/3757] lr: 6.040e-03 eta: 1 day, 3:49:24 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 6.9790 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.0293 loss: 2.0293 2022/06/26 10:06:49 - mmengine - INFO - Epoch(train) [79][2280/3757] lr: 6.040e-03 eta: 1 day, 3:49:18 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 6.5149 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.3961 loss: 2.3961 2022/06/26 10:06:54 - mmengine - INFO - Epoch(train) [79][2300/3757] lr: 6.040e-03 eta: 1 day, 3:49:13 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 6.3496 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3491 loss: 2.3491 2022/06/26 10:06:59 - mmengine - INFO - Epoch(train) [79][2320/3757] lr: 6.040e-03 eta: 1 day, 3:49:07 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 6.1199 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7681 loss: 2.7681 2022/06/26 10:07:05 - mmengine - INFO - Epoch(train) [79][2340/3757] lr: 6.040e-03 eta: 1 day, 3:49:02 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 7.0591 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.4135 loss: 2.4135 2022/06/26 10:07:10 - mmengine - INFO - Epoch(train) [79][2360/3757] lr: 6.040e-03 eta: 1 day, 3:48:57 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 7.7497 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3079 loss: 2.3079 2022/06/26 10:07:15 - mmengine - INFO - Epoch(train) [79][2380/3757] lr: 6.040e-03 eta: 1 day, 3:48:51 time: 0.261 data_time: 0.010 memory: 5036 grad_norm: 7.3999 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8591 loss: 1.8591 2022/06/26 10:07:20 - mmengine - INFO - Epoch(train) [79][2400/3757] lr: 6.040e-03 eta: 1 day, 3:48:46 time: 0.280 data_time: 0.003 memory: 5036 grad_norm: 6.1726 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6160 loss: 2.6160 2022/06/26 10:07:25 - mmengine - INFO - Epoch(train) [79][2420/3757] lr: 6.040e-03 eta: 1 day, 3:48:41 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 7.6902 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3881 loss: 2.3881 2022/06/26 10:07:31 - mmengine - INFO - Epoch(train) [79][2440/3757] lr: 6.040e-03 eta: 1 day, 3:48:36 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.3161 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.6044 loss: 2.6044 2022/06/26 10:07:36 - mmengine - INFO - Epoch(train) [79][2460/3757] lr: 6.040e-03 eta: 1 day, 3:48:30 time: 0.267 data_time: 0.006 memory: 5036 grad_norm: 6.5934 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7558 loss: 1.7558 2022/06/26 10:07:41 - mmengine - INFO - Epoch(train) [79][2480/3757] lr: 6.040e-03 eta: 1 day, 3:48:25 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 5.9021 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8057 loss: 2.8057 2022/06/26 10:07:46 - mmengine - INFO - Epoch(train) [79][2500/3757] lr: 6.040e-03 eta: 1 day, 3:48:20 time: 0.247 data_time: 0.007 memory: 5036 grad_norm: 7.5796 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1378 loss: 2.1378 2022/06/26 10:07:52 - mmengine - INFO - Epoch(train) [79][2520/3757] lr: 6.040e-03 eta: 1 day, 3:48:14 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 6.7310 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1612 loss: 2.1612 2022/06/26 10:07:57 - mmengine - INFO - Epoch(train) [79][2540/3757] lr: 6.040e-03 eta: 1 day, 3:48:09 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 7.2219 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8176 loss: 2.8176 2022/06/26 10:08:02 - mmengine - INFO - Epoch(train) [79][2560/3757] lr: 6.040e-03 eta: 1 day, 3:48:04 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 7.7088 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2307 loss: 2.2307 2022/06/26 10:08:07 - mmengine - INFO - Epoch(train) [79][2580/3757] lr: 6.040e-03 eta: 1 day, 3:47:58 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 6.4363 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.6705 loss: 2.6705 2022/06/26 10:08:13 - mmengine - INFO - Epoch(train) [79][2600/3757] lr: 6.040e-03 eta: 1 day, 3:47:53 time: 0.267 data_time: 0.003 memory: 5036 grad_norm: 6.8852 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2551 loss: 2.2551 2022/06/26 10:08:18 - mmengine - INFO - Epoch(train) [79][2620/3757] lr: 6.040e-03 eta: 1 day, 3:47:48 time: 0.292 data_time: 0.003 memory: 5036 grad_norm: 7.9395 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6340 loss: 2.6340 2022/06/26 10:08:23 - mmengine - INFO - Epoch(train) [79][2640/3757] lr: 6.040e-03 eta: 1 day, 3:47:42 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 6.6485 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3766 loss: 2.3766 2022/06/26 10:08:28 - mmengine - INFO - Epoch(train) [79][2660/3757] lr: 6.040e-03 eta: 1 day, 3:47:37 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 6.2373 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0712 loss: 2.0712 2022/06/26 10:08:34 - mmengine - INFO - Epoch(train) [79][2680/3757] lr: 6.040e-03 eta: 1 day, 3:47:32 time: 0.266 data_time: 0.003 memory: 5036 grad_norm: 8.0638 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6118 loss: 2.6118 2022/06/26 10:08:39 - mmengine - INFO - Epoch(train) [79][2700/3757] lr: 6.040e-03 eta: 1 day, 3:47:27 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 6.5635 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5433 loss: 2.5433 2022/06/26 10:08:44 - mmengine - INFO - Epoch(train) [79][2720/3757] lr: 6.040e-03 eta: 1 day, 3:47:21 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 7.4028 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 2.4147 loss: 2.4147 2022/06/26 10:08:50 - mmengine - INFO - Epoch(train) [79][2740/3757] lr: 6.040e-03 eta: 1 day, 3:47:16 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 6.6321 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2952 loss: 2.2952 2022/06/26 10:08:55 - mmengine - INFO - Epoch(train) [79][2760/3757] lr: 6.040e-03 eta: 1 day, 3:47:12 time: 0.254 data_time: 0.004 memory: 5036 grad_norm: 8.0207 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.6718 loss: 2.6718 2022/06/26 10:09:01 - mmengine - INFO - Epoch(train) [79][2780/3757] lr: 6.040e-03 eta: 1 day, 3:47:06 time: 0.286 data_time: 0.003 memory: 5036 grad_norm: 6.6925 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6201 loss: 2.6201 2022/06/26 10:09:06 - mmengine - INFO - Epoch(train) [79][2800/3757] lr: 6.040e-03 eta: 1 day, 3:47:01 time: 0.256 data_time: 0.002 memory: 5036 grad_norm: 6.4343 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6367 loss: 2.6367 2022/06/26 10:09:11 - mmengine - INFO - Epoch(train) [79][2820/3757] lr: 6.040e-03 eta: 1 day, 3:46:56 time: 0.248 data_time: 0.009 memory: 5036 grad_norm: 6.6825 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6552 loss: 2.6552 2022/06/26 10:09:16 - mmengine - INFO - Epoch(train) [79][2840/3757] lr: 6.040e-03 eta: 1 day, 3:46:50 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 7.9222 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.6592 loss: 2.6592 2022/06/26 10:09:21 - mmengine - INFO - Epoch(train) [79][2860/3757] lr: 6.040e-03 eta: 1 day, 3:46:45 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 7.1520 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.7474 loss: 2.7474 2022/06/26 10:09:27 - mmengine - INFO - Epoch(train) [79][2880/3757] lr: 6.040e-03 eta: 1 day, 3:46:39 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 7.2684 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5385 loss: 2.5385 2022/06/26 10:09:32 - mmengine - INFO - Epoch(train) [79][2900/3757] lr: 6.040e-03 eta: 1 day, 3:46:35 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 6.6660 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4694 loss: 2.4694 2022/06/26 10:09:37 - mmengine - INFO - Epoch(train) [79][2920/3757] lr: 6.040e-03 eta: 1 day, 3:46:29 time: 0.255 data_time: 0.011 memory: 5036 grad_norm: 7.2760 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.6249 loss: 2.6249 2022/06/26 10:09:43 - mmengine - INFO - Epoch(train) [79][2940/3757] lr: 6.040e-03 eta: 1 day, 3:46:24 time: 0.247 data_time: 0.006 memory: 5036 grad_norm: 6.5614 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5238 loss: 2.5238 2022/06/26 10:09:46 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 10:09:48 - mmengine - INFO - Epoch(train) [79][2960/3757] lr: 6.040e-03 eta: 1 day, 3:46:18 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.6725 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.7897 loss: 2.7897 2022/06/26 10:09:53 - mmengine - INFO - Epoch(train) [79][2980/3757] lr: 6.040e-03 eta: 1 day, 3:46:14 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 6.0021 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.5901 loss: 2.5901 2022/06/26 10:09:58 - mmengine - INFO - Epoch(train) [79][3000/3757] lr: 6.040e-03 eta: 1 day, 3:46:08 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 7.0560 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.3295 loss: 2.3295 2022/06/26 10:10:03 - mmengine - INFO - Epoch(train) [79][3020/3757] lr: 6.040e-03 eta: 1 day, 3:46:03 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 6.7454 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6370 loss: 2.6370 2022/06/26 10:10:09 - mmengine - INFO - Epoch(train) [79][3040/3757] lr: 6.040e-03 eta: 1 day, 3:45:57 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 6.1580 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3057 loss: 2.3057 2022/06/26 10:10:14 - mmengine - INFO - Epoch(train) [79][3060/3757] lr: 6.040e-03 eta: 1 day, 3:45:52 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 6.8844 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4653 loss: 2.4653 2022/06/26 10:10:19 - mmengine - INFO - Epoch(train) [79][3080/3757] lr: 6.040e-03 eta: 1 day, 3:45:46 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 5.9248 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2580 loss: 2.2580 2022/06/26 10:10:24 - mmengine - INFO - Epoch(train) [79][3100/3757] lr: 6.040e-03 eta: 1 day, 3:45:41 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 5.9342 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3335 loss: 2.3335 2022/06/26 10:10:29 - mmengine - INFO - Epoch(train) [79][3120/3757] lr: 6.040e-03 eta: 1 day, 3:45:36 time: 0.245 data_time: 0.002 memory: 5036 grad_norm: 7.2953 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.7254 loss: 2.7254 2022/06/26 10:10:34 - mmengine - INFO - Epoch(train) [79][3140/3757] lr: 6.040e-03 eta: 1 day, 3:45:30 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 6.1695 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.0358 loss: 3.0358 2022/06/26 10:10:40 - mmengine - INFO - Epoch(train) [79][3160/3757] lr: 6.040e-03 eta: 1 day, 3:45:25 time: 0.252 data_time: 0.015 memory: 5036 grad_norm: 5.8131 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8230 loss: 1.8230 2022/06/26 10:10:45 - mmengine - INFO - Epoch(train) [79][3180/3757] lr: 6.040e-03 eta: 1 day, 3:45:20 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 7.4131 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7148 loss: 2.7148 2022/06/26 10:10:50 - mmengine - INFO - Epoch(train) [79][3200/3757] lr: 6.040e-03 eta: 1 day, 3:45:14 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 6.1969 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2032 loss: 2.2032 2022/06/26 10:10:55 - mmengine - INFO - Epoch(train) [79][3220/3757] lr: 6.040e-03 eta: 1 day, 3:45:09 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 7.3828 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.5149 loss: 2.5149 2022/06/26 10:11:01 - mmengine - INFO - Epoch(train) [79][3240/3757] lr: 6.040e-03 eta: 1 day, 3:45:04 time: 0.309 data_time: 0.019 memory: 5036 grad_norm: 5.7062 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1277 loss: 2.1277 2022/06/26 10:11:06 - mmengine - INFO - Epoch(train) [79][3260/3757] lr: 6.040e-03 eta: 1 day, 3:44:59 time: 0.244 data_time: 0.004 memory: 5036 grad_norm: 6.1555 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4454 loss: 2.4454 2022/06/26 10:11:11 - mmengine - INFO - Epoch(train) [79][3280/3757] lr: 6.040e-03 eta: 1 day, 3:44:54 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 6.2406 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7094 loss: 2.7094 2022/06/26 10:11:17 - mmengine - INFO - Epoch(train) [79][3300/3757] lr: 6.040e-03 eta: 1 day, 3:44:48 time: 0.251 data_time: 0.008 memory: 5036 grad_norm: 7.3301 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3179 loss: 2.3179 2022/06/26 10:11:22 - mmengine - INFO - Epoch(train) [79][3320/3757] lr: 6.040e-03 eta: 1 day, 3:44:43 time: 0.257 data_time: 0.008 memory: 5036 grad_norm: 7.5937 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.2137 loss: 2.2137 2022/06/26 10:11:27 - mmengine - INFO - Epoch(train) [79][3340/3757] lr: 6.040e-03 eta: 1 day, 3:44:38 time: 0.252 data_time: 0.005 memory: 5036 grad_norm: 6.5434 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4051 loss: 2.4051 2022/06/26 10:11:33 - mmengine - INFO - Epoch(train) [79][3360/3757] lr: 6.040e-03 eta: 1 day, 3:44:33 time: 0.268 data_time: 0.003 memory: 5036 grad_norm: 6.3497 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9973 loss: 2.9973 2022/06/26 10:11:38 - mmengine - INFO - Epoch(train) [79][3380/3757] lr: 6.040e-03 eta: 1 day, 3:44:27 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 6.4432 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.3668 loss: 2.3668 2022/06/26 10:11:43 - mmengine - INFO - Epoch(train) [79][3400/3757] lr: 6.040e-03 eta: 1 day, 3:44:22 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 5.8962 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6448 loss: 2.6448 2022/06/26 10:11:48 - mmengine - INFO - Epoch(train) [79][3420/3757] lr: 6.040e-03 eta: 1 day, 3:44:16 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 6.7532 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.3321 loss: 2.3321 2022/06/26 10:11:53 - mmengine - INFO - Epoch(train) [79][3440/3757] lr: 6.040e-03 eta: 1 day, 3:44:11 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 7.4534 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2737 loss: 2.2737 2022/06/26 10:11:59 - mmengine - INFO - Epoch(train) [79][3460/3757] lr: 6.040e-03 eta: 1 day, 3:44:06 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 7.3029 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.7774 loss: 2.7774 2022/06/26 10:12:04 - mmengine - INFO - Epoch(train) [79][3480/3757] lr: 6.040e-03 eta: 1 day, 3:44:00 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 6.5932 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.4740 loss: 2.4740 2022/06/26 10:12:09 - mmengine - INFO - Epoch(train) [79][3500/3757] lr: 6.040e-03 eta: 1 day, 3:43:55 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 6.6504 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1246 loss: 2.1246 2022/06/26 10:12:14 - mmengine - INFO - Epoch(train) [79][3520/3757] lr: 6.040e-03 eta: 1 day, 3:43:50 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 6.8150 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7032 loss: 2.7032 2022/06/26 10:12:19 - mmengine - INFO - Epoch(train) [79][3540/3757] lr: 6.040e-03 eta: 1 day, 3:43:44 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 6.0925 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.8701 loss: 2.8701 2022/06/26 10:12:25 - mmengine - INFO - Epoch(train) [79][3560/3757] lr: 6.040e-03 eta: 1 day, 3:43:39 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 6.3418 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5334 loss: 2.5334 2022/06/26 10:12:30 - mmengine - INFO - Epoch(train) [79][3580/3757] lr: 6.040e-03 eta: 1 day, 3:43:34 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 7.8725 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.7832 loss: 2.7832 2022/06/26 10:12:35 - mmengine - INFO - Epoch(train) [79][3600/3757] lr: 6.040e-03 eta: 1 day, 3:43:28 time: 0.265 data_time: 0.004 memory: 5036 grad_norm: 6.4151 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.7733 loss: 2.7733 2022/06/26 10:12:40 - mmengine - INFO - Epoch(train) [79][3620/3757] lr: 6.040e-03 eta: 1 day, 3:43:23 time: 0.260 data_time: 0.008 memory: 5036 grad_norm: 6.9991 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3024 loss: 2.3024 2022/06/26 10:12:45 - mmengine - INFO - Epoch(train) [79][3640/3757] lr: 6.040e-03 eta: 1 day, 3:43:18 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 6.9314 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6034 loss: 2.6034 2022/06/26 10:12:51 - mmengine - INFO - Epoch(train) [79][3660/3757] lr: 6.040e-03 eta: 1 day, 3:43:12 time: 0.259 data_time: 0.008 memory: 5036 grad_norm: 7.0492 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.9441 loss: 2.9441 2022/06/26 10:12:56 - mmengine - INFO - Epoch(train) [79][3680/3757] lr: 6.040e-03 eta: 1 day, 3:43:07 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 6.0434 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.4154 loss: 2.4154 2022/06/26 10:13:01 - mmengine - INFO - Epoch(train) [79][3700/3757] lr: 6.040e-03 eta: 1 day, 3:43:02 time: 0.260 data_time: 0.018 memory: 5036 grad_norm: 7.6564 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.5495 loss: 2.5495 2022/06/26 10:13:06 - mmengine - INFO - Epoch(train) [79][3720/3757] lr: 6.040e-03 eta: 1 day, 3:42:56 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 6.4319 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.1804 loss: 3.1804 2022/06/26 10:13:12 - mmengine - INFO - Epoch(train) [79][3740/3757] lr: 6.040e-03 eta: 1 day, 3:42:51 time: 0.244 data_time: 0.008 memory: 5036 grad_norm: 6.7640 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.8226 loss: 2.8226 2022/06/26 10:13:16 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 10:13:16 - mmengine - INFO - Saving checkpoint at 79 epochs 2022/06/26 10:13:28 - mmengine - INFO - Epoch(val) [79][20/310] eta: 0:01:42 time: 0.161 data_time: 0.060 memory: 5036 2022/06/26 10:13:33 - mmengine - INFO - Epoch(val) [79][40/310] eta: 0:01:36 time: 0.109 data_time: 0.002 memory: 1723 2022/06/26 10:13:37 - mmengine - INFO - Epoch(val) [79][60/310] eta: 0:00:26 time: 0.103 data_time: 0.002 memory: 1723 2022/06/26 10:13:42 - mmengine - INFO - Epoch(val) [79][80/310] eta: 0:00:24 time: 0.103 data_time: 0.002 memory: 1723 2022/06/26 10:13:49 - mmengine - INFO - Epoch(val) [79][100/310] eta: 0:01:17 time: 0.118 data_time: 0.008 memory: 1723 2022/06/26 10:13:54 - mmengine - INFO - Epoch(val) [79][120/310] eta: 0:01:08 time: 0.109 data_time: 0.001 memory: 1723 2022/06/26 10:13:59 - mmengine - INFO - Epoch(val) [79][140/310] eta: 0:00:20 time: 0.103 data_time: 0.002 memory: 1723 2022/06/26 10:14:03 - mmengine - INFO - Epoch(val) [79][160/310] eta: 0:00:15 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 10:14:10 - mmengine - INFO - Epoch(val) [79][180/310] eta: 0:00:46 time: 0.416 data_time: 0.315 memory: 1723 2022/06/26 10:14:15 - mmengine - INFO - Epoch(val) [79][200/310] eta: 0:00:41 time: 0.103 data_time: 0.002 memory: 1723 2022/06/26 10:14:20 - mmengine - INFO - Epoch(val) [79][220/310] eta: 0:00:09 time: 0.103 data_time: 0.002 memory: 1723 2022/06/26 10:14:25 - mmengine - INFO - Epoch(val) [79][240/310] eta: 0:00:07 time: 0.104 data_time: 0.002 memory: 1723 2022/06/26 10:14:32 - mmengine - INFO - Epoch(val) [79][260/310] eta: 0:00:18 time: 0.109 data_time: 0.002 memory: 1723 2022/06/26 10:14:36 - mmengine - INFO - Epoch(val) [79][280/310] eta: 0:00:08 time: 0.126 data_time: 0.002 memory: 1723 2022/06/26 10:14:38 - mmengine - INFO - Epoch(val) [79][300/310] eta: 0:00:01 time: 0.102 data_time: 0.001 memory: 1723 2022/06/26 10:14:40 - mmengine - INFO - Epoch(val) [79][310/310] acc/top1: 0.5075 acc/top5: 0.7559 acc/mean1: 0.5075 2022/06/26 10:14:50 - mmengine - INFO - Epoch(train) [80][20/3757] lr: 5.954e-03 eta: 1 day, 3:42:44 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 6.7506 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2325 loss: 2.2325 2022/06/26 10:14:55 - mmengine - INFO - Epoch(train) [80][40/3757] lr: 5.954e-03 eta: 1 day, 3:42:39 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.6281 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3394 loss: 2.3394 2022/06/26 10:15:00 - mmengine - INFO - Epoch(train) [80][60/3757] lr: 5.954e-03 eta: 1 day, 3:42:34 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 7.9221 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.1502 loss: 2.1502 2022/06/26 10:15:06 - mmengine - INFO - Epoch(train) [80][80/3757] lr: 5.954e-03 eta: 1 day, 3:42:29 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 7.0204 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.6402 loss: 2.6402 2022/06/26 10:15:11 - mmengine - INFO - Epoch(train) [80][100/3757] lr: 5.954e-03 eta: 1 day, 3:42:24 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 6.2021 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.6914 loss: 2.6914 2022/06/26 10:15:16 - mmengine - INFO - Epoch(train) [80][120/3757] lr: 5.954e-03 eta: 1 day, 3:42:19 time: 0.268 data_time: 0.003 memory: 5036 grad_norm: 7.1862 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4664 loss: 2.4664 2022/06/26 10:15:22 - mmengine - INFO - Epoch(train) [80][140/3757] lr: 5.954e-03 eta: 1 day, 3:42:13 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 6.1497 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.6972 loss: 2.6972 2022/06/26 10:15:27 - mmengine - INFO - Epoch(train) [80][160/3757] lr: 5.954e-03 eta: 1 day, 3:42:08 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 8.8807 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.3814 loss: 2.3814 2022/06/26 10:15:32 - mmengine - INFO - Epoch(train) [80][180/3757] lr: 5.954e-03 eta: 1 day, 3:42:03 time: 0.267 data_time: 0.003 memory: 5036 grad_norm: 7.4533 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3166 loss: 2.3166 2022/06/26 10:15:37 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 10:15:38 - mmengine - INFO - Epoch(train) [80][200/3757] lr: 5.954e-03 eta: 1 day, 3:41:58 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 7.1350 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1909 loss: 2.1909 2022/06/26 10:15:43 - mmengine - INFO - Epoch(train) [80][220/3757] lr: 5.954e-03 eta: 1 day, 3:41:53 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 6.7741 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4023 loss: 2.4023 2022/06/26 10:15:49 - mmengine - INFO - Epoch(train) [80][240/3757] lr: 5.954e-03 eta: 1 day, 3:41:48 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 6.3292 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.3971 loss: 2.3971 2022/06/26 10:15:54 - mmengine - INFO - Epoch(train) [80][260/3757] lr: 5.954e-03 eta: 1 day, 3:41:43 time: 0.269 data_time: 0.003 memory: 5036 grad_norm: 6.4417 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3057 loss: 2.3057 2022/06/26 10:15:59 - mmengine - INFO - Epoch(train) [80][280/3757] lr: 5.954e-03 eta: 1 day, 3:41:37 time: 0.244 data_time: 0.003 memory: 5036 grad_norm: 7.0695 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.7466 loss: 2.7466 2022/06/26 10:16:05 - mmengine - INFO - Epoch(train) [80][300/3757] lr: 5.954e-03 eta: 1 day, 3:41:32 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 7.7247 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2272 loss: 2.2272 2022/06/26 10:16:10 - mmengine - INFO - Epoch(train) [80][320/3757] lr: 5.954e-03 eta: 1 day, 3:41:27 time: 0.247 data_time: 0.006 memory: 5036 grad_norm: 5.6692 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2524 loss: 2.2524 2022/06/26 10:16:15 - mmengine - INFO - Epoch(train) [80][340/3757] lr: 5.954e-03 eta: 1 day, 3:41:22 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.8322 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.5884 loss: 2.5884 2022/06/26 10:16:21 - mmengine - INFO - Epoch(train) [80][360/3757] lr: 5.954e-03 eta: 1 day, 3:41:17 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 6.1084 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.5040 loss: 2.5040 2022/06/26 10:16:26 - mmengine - INFO - Epoch(train) [80][380/3757] lr: 5.954e-03 eta: 1 day, 3:41:11 time: 0.251 data_time: 0.007 memory: 5036 grad_norm: 7.2243 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.5572 loss: 2.5572 2022/06/26 10:16:31 - mmengine - INFO - Epoch(train) [80][400/3757] lr: 5.954e-03 eta: 1 day, 3:41:06 time: 0.268 data_time: 0.009 memory: 5036 grad_norm: 6.5441 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.5586 loss: 2.5586 2022/06/26 10:16:36 - mmengine - INFO - Epoch(train) [80][420/3757] lr: 5.954e-03 eta: 1 day, 3:41:01 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 6.4879 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5171 loss: 2.5171 2022/06/26 10:16:42 - mmengine - INFO - Epoch(train) [80][440/3757] lr: 5.954e-03 eta: 1 day, 3:40:55 time: 0.276 data_time: 0.032 memory: 5036 grad_norm: 7.1898 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4940 loss: 2.4940 2022/06/26 10:16:47 - mmengine - INFO - Epoch(train) [80][460/3757] lr: 5.954e-03 eta: 1 day, 3:40:50 time: 0.260 data_time: 0.014 memory: 5036 grad_norm: 7.4881 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.3407 loss: 2.3407 2022/06/26 10:16:52 - mmengine - INFO - Epoch(train) [80][480/3757] lr: 5.954e-03 eta: 1 day, 3:40:44 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 6.1279 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3187 loss: 2.3187 2022/06/26 10:16:57 - mmengine - INFO - Epoch(train) [80][500/3757] lr: 5.954e-03 eta: 1 day, 3:40:39 time: 0.252 data_time: 0.008 memory: 5036 grad_norm: 6.5214 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4838 loss: 2.4838 2022/06/26 10:17:02 - mmengine - INFO - Epoch(train) [80][520/3757] lr: 5.954e-03 eta: 1 day, 3:40:34 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 6.8152 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.5650 loss: 2.5650 2022/06/26 10:17:07 - mmengine - INFO - Epoch(train) [80][540/3757] lr: 5.954e-03 eta: 1 day, 3:40:28 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 7.0547 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5908 loss: 2.5908 2022/06/26 10:17:13 - mmengine - INFO - Epoch(train) [80][560/3757] lr: 5.954e-03 eta: 1 day, 3:40:23 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 5.9193 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8151 loss: 2.8151 2022/06/26 10:17:18 - mmengine - INFO - Epoch(train) [80][580/3757] lr: 5.954e-03 eta: 1 day, 3:40:18 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 6.7029 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6507 loss: 2.6507 2022/06/26 10:17:24 - mmengine - INFO - Epoch(train) [80][600/3757] lr: 5.954e-03 eta: 1 day, 3:40:13 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 6.6873 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.1353 loss: 2.1353 2022/06/26 10:17:29 - mmengine - INFO - Epoch(train) [80][620/3757] lr: 5.954e-03 eta: 1 day, 3:40:08 time: 0.265 data_time: 0.006 memory: 5036 grad_norm: 6.2267 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.8164 loss: 2.8164 2022/06/26 10:17:34 - mmengine - INFO - Epoch(train) [80][640/3757] lr: 5.954e-03 eta: 1 day, 3:40:02 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 7.3171 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.6467 loss: 2.6467 2022/06/26 10:17:39 - mmengine - INFO - Epoch(train) [80][660/3757] lr: 5.954e-03 eta: 1 day, 3:39:57 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.8983 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.6018 loss: 2.6018 2022/06/26 10:17:44 - mmengine - INFO - Epoch(train) [80][680/3757] lr: 5.954e-03 eta: 1 day, 3:39:52 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 7.3869 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5650 loss: 2.5650 2022/06/26 10:17:50 - mmengine - INFO - Epoch(train) [80][700/3757] lr: 5.954e-03 eta: 1 day, 3:39:46 time: 0.249 data_time: 0.007 memory: 5036 grad_norm: 8.1346 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.6941 loss: 2.6941 2022/06/26 10:17:55 - mmengine - INFO - Epoch(train) [80][720/3757] lr: 5.954e-03 eta: 1 day, 3:39:41 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 6.9966 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7303 loss: 2.7303 2022/06/26 10:18:00 - mmengine - INFO - Epoch(train) [80][740/3757] lr: 5.954e-03 eta: 1 day, 3:39:36 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 6.4303 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3569 loss: 2.3569 2022/06/26 10:18:05 - mmengine - INFO - Epoch(train) [80][760/3757] lr: 5.954e-03 eta: 1 day, 3:39:30 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 5.9718 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2341 loss: 2.2341 2022/06/26 10:18:11 - mmengine - INFO - Epoch(train) [80][780/3757] lr: 5.954e-03 eta: 1 day, 3:39:25 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 6.9473 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3368 loss: 2.3368 2022/06/26 10:18:16 - mmengine - INFO - Epoch(train) [80][800/3757] lr: 5.954e-03 eta: 1 day, 3:39:20 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 7.1637 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.3136 loss: 2.3136 2022/06/26 10:18:21 - mmengine - INFO - Epoch(train) [80][820/3757] lr: 5.954e-03 eta: 1 day, 3:39:15 time: 0.273 data_time: 0.003 memory: 5036 grad_norm: 6.7284 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6482 loss: 2.6482 2022/06/26 10:18:26 - mmengine - INFO - Epoch(train) [80][840/3757] lr: 5.954e-03 eta: 1 day, 3:39:09 time: 0.249 data_time: 0.009 memory: 5036 grad_norm: 6.4824 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.7028 loss: 2.7028 2022/06/26 10:18:32 - mmengine - INFO - Epoch(train) [80][860/3757] lr: 5.954e-03 eta: 1 day, 3:39:05 time: 0.330 data_time: 0.021 memory: 5036 grad_norm: 7.8105 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.9474 loss: 2.9474 2022/06/26 10:18:37 - mmengine - INFO - Epoch(train) [80][880/3757] lr: 5.954e-03 eta: 1 day, 3:38:59 time: 0.255 data_time: 0.008 memory: 5036 grad_norm: 5.6963 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.3844 loss: 2.3844 2022/06/26 10:18:43 - mmengine - INFO - Epoch(train) [80][900/3757] lr: 5.954e-03 eta: 1 day, 3:38:54 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 6.0092 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1950 loss: 2.1950 2022/06/26 10:18:48 - mmengine - INFO - Epoch(train) [80][920/3757] lr: 5.954e-03 eta: 1 day, 3:38:48 time: 0.265 data_time: 0.012 memory: 5036 grad_norm: 5.9700 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3067 loss: 2.3067 2022/06/26 10:18:53 - mmengine - INFO - Epoch(train) [80][940/3757] lr: 5.954e-03 eta: 1 day, 3:38:43 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 7.2545 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.1720 loss: 2.1720 2022/06/26 10:18:58 - mmengine - INFO - Epoch(train) [80][960/3757] lr: 5.954e-03 eta: 1 day, 3:38:38 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 5.9139 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8635 loss: 2.8635 2022/06/26 10:19:03 - mmengine - INFO - Epoch(train) [80][980/3757] lr: 5.954e-03 eta: 1 day, 3:38:33 time: 0.248 data_time: 0.007 memory: 5036 grad_norm: 6.4770 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7775 loss: 2.7775 2022/06/26 10:19:09 - mmengine - INFO - Epoch(train) [80][1000/3757] lr: 5.954e-03 eta: 1 day, 3:38:27 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 7.1415 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.3672 loss: 2.3672 2022/06/26 10:19:14 - mmengine - INFO - Epoch(train) [80][1020/3757] lr: 5.954e-03 eta: 1 day, 3:38:22 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 6.5062 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2676 loss: 2.2676 2022/06/26 10:19:19 - mmengine - INFO - Epoch(train) [80][1040/3757] lr: 5.954e-03 eta: 1 day, 3:38:16 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 6.2636 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3098 loss: 2.3098 2022/06/26 10:19:24 - mmengine - INFO - Epoch(train) [80][1060/3757] lr: 5.954e-03 eta: 1 day, 3:38:11 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 6.0928 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.5770 loss: 2.5770 2022/06/26 10:19:29 - mmengine - INFO - Epoch(train) [80][1080/3757] lr: 5.954e-03 eta: 1 day, 3:38:06 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 6.5377 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4821 loss: 2.4821 2022/06/26 10:19:35 - mmengine - INFO - Epoch(train) [80][1100/3757] lr: 5.954e-03 eta: 1 day, 3:38:01 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 7.8634 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1885 loss: 2.1885 2022/06/26 10:19:40 - mmengine - INFO - Epoch(train) [80][1120/3757] lr: 5.954e-03 eta: 1 day, 3:37:55 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 6.9507 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.0976 loss: 2.0976 2022/06/26 10:19:45 - mmengine - INFO - Epoch(train) [80][1140/3757] lr: 5.954e-03 eta: 1 day, 3:37:50 time: 0.257 data_time: 0.004 memory: 5036 grad_norm: 6.4217 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.4483 loss: 2.4483 2022/06/26 10:19:50 - mmengine - INFO - Epoch(train) [80][1160/3757] lr: 5.954e-03 eta: 1 day, 3:37:44 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 7.2749 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3955 loss: 2.3955 2022/06/26 10:19:55 - mmengine - INFO - Epoch(train) [80][1180/3757] lr: 5.954e-03 eta: 1 day, 3:37:39 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 6.9680 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.6094 loss: 2.6094 2022/06/26 10:20:00 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 10:20:00 - mmengine - INFO - Epoch(train) [80][1200/3757] lr: 5.954e-03 eta: 1 day, 3:37:34 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 6.5951 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8319 loss: 2.8319 2022/06/26 10:20:06 - mmengine - INFO - Epoch(train) [80][1220/3757] lr: 5.954e-03 eta: 1 day, 3:37:28 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 7.2830 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.5499 loss: 2.5499 2022/06/26 10:20:11 - mmengine - INFO - Epoch(train) [80][1240/3757] lr: 5.954e-03 eta: 1 day, 3:37:23 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.2310 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1578 loss: 2.1578 2022/06/26 10:20:16 - mmengine - INFO - Epoch(train) [80][1260/3757] lr: 5.954e-03 eta: 1 day, 3:37:18 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 7.6914 top1_acc: 0.1250 top5_acc: 0.8750 loss_cls: 2.8669 loss: 2.8669 2022/06/26 10:20:22 - mmengine - INFO - Epoch(train) [80][1280/3757] lr: 5.954e-03 eta: 1 day, 3:37:12 time: 0.266 data_time: 0.003 memory: 5036 grad_norm: 7.3438 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3404 loss: 2.3404 2022/06/26 10:20:27 - mmengine - INFO - Epoch(train) [80][1300/3757] lr: 5.954e-03 eta: 1 day, 3:37:07 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 6.9234 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.3986 loss: 2.3986 2022/06/26 10:20:32 - mmengine - INFO - Epoch(train) [80][1320/3757] lr: 5.954e-03 eta: 1 day, 3:37:02 time: 0.267 data_time: 0.017 memory: 5036 grad_norm: 7.6279 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2030 loss: 2.2030 2022/06/26 10:20:37 - mmengine - INFO - Epoch(train) [80][1340/3757] lr: 5.954e-03 eta: 1 day, 3:36:56 time: 0.256 data_time: 0.011 memory: 5036 grad_norm: 6.9224 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2693 loss: 2.2693 2022/06/26 10:20:42 - mmengine - INFO - Epoch(train) [80][1360/3757] lr: 5.954e-03 eta: 1 day, 3:36:51 time: 0.249 data_time: 0.007 memory: 5036 grad_norm: 6.8866 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3863 loss: 2.3863 2022/06/26 10:20:48 - mmengine - INFO - Epoch(train) [80][1380/3757] lr: 5.954e-03 eta: 1 day, 3:36:46 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 6.5975 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.1847 loss: 2.1847 2022/06/26 10:20:53 - mmengine - INFO - Epoch(train) [80][1400/3757] lr: 5.954e-03 eta: 1 day, 3:36:41 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 6.7717 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.3736 loss: 2.3736 2022/06/26 10:20:58 - mmengine - INFO - Epoch(train) [80][1420/3757] lr: 5.954e-03 eta: 1 day, 3:36:35 time: 0.259 data_time: 0.014 memory: 5036 grad_norm: 7.8195 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3313 loss: 2.3313 2022/06/26 10:21:04 - mmengine - INFO - Epoch(train) [80][1440/3757] lr: 5.954e-03 eta: 1 day, 3:36:30 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 7.2769 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.4069 loss: 2.4069 2022/06/26 10:21:09 - mmengine - INFO - Epoch(train) [80][1460/3757] lr: 5.954e-03 eta: 1 day, 3:36:25 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 6.2077 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.2860 loss: 2.2860 2022/06/26 10:21:14 - mmengine - INFO - Epoch(train) [80][1480/3757] lr: 5.954e-03 eta: 1 day, 3:36:20 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 7.6787 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.2008 loss: 2.2008 2022/06/26 10:21:19 - mmengine - INFO - Epoch(train) [80][1500/3757] lr: 5.954e-03 eta: 1 day, 3:36:14 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 5.0032 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6131 loss: 2.6131 2022/06/26 10:21:25 - mmengine - INFO - Epoch(train) [80][1520/3757] lr: 5.954e-03 eta: 1 day, 3:36:09 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 6.2752 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.4284 loss: 2.4284 2022/06/26 10:21:30 - mmengine - INFO - Epoch(train) [80][1540/3757] lr: 5.954e-03 eta: 1 day, 3:36:04 time: 0.256 data_time: 0.004 memory: 5036 grad_norm: 7.0131 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8070 loss: 2.8070 2022/06/26 10:21:35 - mmengine - INFO - Epoch(train) [80][1560/3757] lr: 5.954e-03 eta: 1 day, 3:35:59 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 7.4018 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.3982 loss: 2.3982 2022/06/26 10:21:40 - mmengine - INFO - Epoch(train) [80][1580/3757] lr: 5.954e-03 eta: 1 day, 3:35:53 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 6.7863 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.5470 loss: 2.5470 2022/06/26 10:21:46 - mmengine - INFO - Epoch(train) [80][1600/3757] lr: 5.954e-03 eta: 1 day, 3:35:48 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 6.8938 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5733 loss: 2.5733 2022/06/26 10:21:51 - mmengine - INFO - Epoch(train) [80][1620/3757] lr: 5.954e-03 eta: 1 day, 3:35:43 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 6.9447 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.4461 loss: 2.4461 2022/06/26 10:21:56 - mmengine - INFO - Epoch(train) [80][1640/3757] lr: 5.954e-03 eta: 1 day, 3:35:38 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 6.1342 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6602 loss: 2.6602 2022/06/26 10:22:02 - mmengine - INFO - Epoch(train) [80][1660/3757] lr: 5.954e-03 eta: 1 day, 3:35:32 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 6.3580 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9736 loss: 2.9736 2022/06/26 10:22:07 - mmengine - INFO - Epoch(train) [80][1680/3757] lr: 5.954e-03 eta: 1 day, 3:35:27 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 5.5897 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5774 loss: 2.5774 2022/06/26 10:22:12 - mmengine - INFO - Epoch(train) [80][1700/3757] lr: 5.954e-03 eta: 1 day, 3:35:22 time: 0.521 data_time: 0.020 memory: 5036 grad_norm: 6.6706 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4352 loss: 2.4352 2022/06/26 10:22:17 - mmengine - INFO - Epoch(train) [80][1720/3757] lr: 5.954e-03 eta: 1 day, 3:35:16 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 6.6968 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0849 loss: 2.0849 2022/06/26 10:22:23 - mmengine - INFO - Epoch(train) [80][1740/3757] lr: 5.954e-03 eta: 1 day, 3:35:11 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.0610 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3023 loss: 2.3023 2022/06/26 10:22:28 - mmengine - INFO - Epoch(train) [80][1760/3757] lr: 5.954e-03 eta: 1 day, 3:35:06 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 6.6489 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.6965 loss: 2.6965 2022/06/26 10:22:33 - mmengine - INFO - Epoch(train) [80][1780/3757] lr: 5.954e-03 eta: 1 day, 3:35:00 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.2335 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5624 loss: 2.5624 2022/06/26 10:22:38 - mmengine - INFO - Epoch(train) [80][1800/3757] lr: 5.954e-03 eta: 1 day, 3:34:55 time: 0.248 data_time: 0.007 memory: 5036 grad_norm: 6.3851 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3833 loss: 2.3833 2022/06/26 10:22:43 - mmengine - INFO - Epoch(train) [80][1820/3757] lr: 5.954e-03 eta: 1 day, 3:34:50 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.6438 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6835 loss: 2.6835 2022/06/26 10:22:48 - mmengine - INFO - Epoch(train) [80][1840/3757] lr: 5.954e-03 eta: 1 day, 3:34:44 time: 0.253 data_time: 0.013 memory: 5036 grad_norm: 7.2787 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.2082 loss: 2.2082 2022/06/26 10:22:54 - mmengine - INFO - Epoch(train) [80][1860/3757] lr: 5.954e-03 eta: 1 day, 3:34:39 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 6.3917 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.4150 loss: 2.4150 2022/06/26 10:22:59 - mmengine - INFO - Epoch(train) [80][1880/3757] lr: 5.954e-03 eta: 1 day, 3:34:33 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 7.8711 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.5946 loss: 2.5946 2022/06/26 10:23:04 - mmengine - INFO - Epoch(train) [80][1900/3757] lr: 5.954e-03 eta: 1 day, 3:34:28 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 6.2763 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.5689 loss: 2.5689 2022/06/26 10:23:09 - mmengine - INFO - Epoch(train) [80][1920/3757] lr: 5.954e-03 eta: 1 day, 3:34:23 time: 0.269 data_time: 0.019 memory: 5036 grad_norm: 6.4325 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6002 loss: 2.6002 2022/06/26 10:23:14 - mmengine - INFO - Epoch(train) [80][1940/3757] lr: 5.954e-03 eta: 1 day, 3:34:17 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 7.0028 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.6031 loss: 2.6031 2022/06/26 10:23:19 - mmengine - INFO - Epoch(train) [80][1960/3757] lr: 5.954e-03 eta: 1 day, 3:34:12 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 7.8348 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8293 loss: 2.8293 2022/06/26 10:23:25 - mmengine - INFO - Epoch(train) [80][1980/3757] lr: 5.954e-03 eta: 1 day, 3:34:07 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 8.2991 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.4903 loss: 2.4903 2022/06/26 10:23:30 - mmengine - INFO - Epoch(train) [80][2000/3757] lr: 5.954e-03 eta: 1 day, 3:34:01 time: 0.253 data_time: 0.008 memory: 5036 grad_norm: 6.7147 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5638 loss: 2.5638 2022/06/26 10:23:35 - mmengine - INFO - Epoch(train) [80][2020/3757] lr: 5.954e-03 eta: 1 day, 3:33:56 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 6.1219 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5487 loss: 2.5487 2022/06/26 10:23:40 - mmengine - INFO - Epoch(train) [80][2040/3757] lr: 5.954e-03 eta: 1 day, 3:33:51 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 7.1692 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.4662 loss: 2.4662 2022/06/26 10:23:46 - mmengine - INFO - Epoch(train) [80][2060/3757] lr: 5.954e-03 eta: 1 day, 3:33:45 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 6.0729 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.6364 loss: 2.6364 2022/06/26 10:23:51 - mmengine - INFO - Epoch(train) [80][2080/3757] lr: 5.954e-03 eta: 1 day, 3:33:40 time: 0.266 data_time: 0.012 memory: 5036 grad_norm: 6.7863 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.9098 loss: 2.9098 2022/06/26 10:23:56 - mmengine - INFO - Epoch(train) [80][2100/3757] lr: 5.954e-03 eta: 1 day, 3:33:35 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 6.7303 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.9901 loss: 1.9901 2022/06/26 10:24:01 - mmengine - INFO - Epoch(train) [80][2120/3757] lr: 5.954e-03 eta: 1 day, 3:33:29 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.6365 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5144 loss: 2.5144 2022/06/26 10:24:07 - mmengine - INFO - Epoch(train) [80][2140/3757] lr: 5.954e-03 eta: 1 day, 3:33:24 time: 0.258 data_time: 0.012 memory: 5036 grad_norm: 7.3904 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.7377 loss: 2.7377 2022/06/26 10:24:12 - mmengine - INFO - Epoch(train) [80][2160/3757] lr: 5.954e-03 eta: 1 day, 3:33:19 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 6.7011 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4707 loss: 2.4707 2022/06/26 10:24:17 - mmengine - INFO - Epoch(train) [80][2180/3757] lr: 5.954e-03 eta: 1 day, 3:33:13 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 6.3995 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.4953 loss: 2.4953 2022/06/26 10:24:21 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 10:24:22 - mmengine - INFO - Epoch(train) [80][2200/3757] lr: 5.954e-03 eta: 1 day, 3:33:08 time: 0.268 data_time: 0.016 memory: 5036 grad_norm: 7.0011 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.0035 loss: 2.0035 2022/06/26 10:24:27 - mmengine - INFO - Epoch(train) [80][2220/3757] lr: 5.954e-03 eta: 1 day, 3:33:03 time: 0.256 data_time: 0.014 memory: 5036 grad_norm: 6.5494 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.7604 loss: 2.7604 2022/06/26 10:24:33 - mmengine - INFO - Epoch(train) [80][2240/3757] lr: 5.954e-03 eta: 1 day, 3:32:57 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 6.4162 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2665 loss: 2.2665 2022/06/26 10:24:38 - mmengine - INFO - Epoch(train) [80][2260/3757] lr: 5.954e-03 eta: 1 day, 3:32:52 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 6.6235 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.3623 loss: 2.3623 2022/06/26 10:24:43 - mmengine - INFO - Epoch(train) [80][2280/3757] lr: 5.954e-03 eta: 1 day, 3:32:47 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 8.1195 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.2058 loss: 2.2058 2022/06/26 10:24:49 - mmengine - INFO - Epoch(train) [80][2300/3757] lr: 5.954e-03 eta: 1 day, 3:32:42 time: 0.251 data_time: 0.011 memory: 5036 grad_norm: 7.3638 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6149 loss: 2.6149 2022/06/26 10:24:54 - mmengine - INFO - Epoch(train) [80][2320/3757] lr: 5.954e-03 eta: 1 day, 3:32:36 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.7203 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.7238 loss: 2.7238 2022/06/26 10:24:59 - mmengine - INFO - Epoch(train) [80][2340/3757] lr: 5.954e-03 eta: 1 day, 3:32:31 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 6.7465 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5908 loss: 2.5908 2022/06/26 10:25:04 - mmengine - INFO - Epoch(train) [80][2360/3757] lr: 5.954e-03 eta: 1 day, 3:32:26 time: 0.272 data_time: 0.020 memory: 5036 grad_norm: 9.2040 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.5332 loss: 2.5332 2022/06/26 10:25:09 - mmengine - INFO - Epoch(train) [80][2380/3757] lr: 5.954e-03 eta: 1 day, 3:32:20 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 6.4373 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0778 loss: 2.0778 2022/06/26 10:25:15 - mmengine - INFO - Epoch(train) [80][2400/3757] lr: 5.954e-03 eta: 1 day, 3:32:15 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 6.1212 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.2285 loss: 2.2285 2022/06/26 10:25:20 - mmengine - INFO - Epoch(train) [80][2420/3757] lr: 5.954e-03 eta: 1 day, 3:32:10 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 6.9871 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2025 loss: 2.2025 2022/06/26 10:25:25 - mmengine - INFO - Epoch(train) [80][2440/3757] lr: 5.954e-03 eta: 1 day, 3:32:04 time: 0.252 data_time: 0.011 memory: 5036 grad_norm: 6.5140 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4528 loss: 2.4528 2022/06/26 10:25:30 - mmengine - INFO - Epoch(train) [80][2460/3757] lr: 5.954e-03 eta: 1 day, 3:31:59 time: 0.258 data_time: 0.008 memory: 5036 grad_norm: 6.4651 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0227 loss: 3.0227 2022/06/26 10:25:35 - mmengine - INFO - Epoch(train) [80][2480/3757] lr: 5.954e-03 eta: 1 day, 3:31:54 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 6.9878 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4119 loss: 2.4119 2022/06/26 10:25:41 - mmengine - INFO - Epoch(train) [80][2500/3757] lr: 5.954e-03 eta: 1 day, 3:31:48 time: 0.257 data_time: 0.012 memory: 5036 grad_norm: 6.5500 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6221 loss: 2.6221 2022/06/26 10:25:46 - mmengine - INFO - Epoch(train) [80][2520/3757] lr: 5.954e-03 eta: 1 day, 3:31:43 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 7.2771 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.6614 loss: 2.6614 2022/06/26 10:25:51 - mmengine - INFO - Epoch(train) [80][2540/3757] lr: 5.954e-03 eta: 1 day, 3:31:38 time: 0.253 data_time: 0.008 memory: 5036 grad_norm: 6.6249 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4202 loss: 2.4202 2022/06/26 10:25:57 - mmengine - INFO - Epoch(train) [80][2560/3757] lr: 5.954e-03 eta: 1 day, 3:31:32 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 7.2744 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.4617 loss: 2.4617 2022/06/26 10:26:02 - mmengine - INFO - Epoch(train) [80][2580/3757] lr: 5.954e-03 eta: 1 day, 3:31:27 time: 0.259 data_time: 0.015 memory: 5036 grad_norm: 6.6608 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4449 loss: 2.4449 2022/06/26 10:26:07 - mmengine - INFO - Epoch(train) [80][2600/3757] lr: 5.954e-03 eta: 1 day, 3:31:22 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.6398 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4645 loss: 2.4645 2022/06/26 10:26:12 - mmengine - INFO - Epoch(train) [80][2620/3757] lr: 5.954e-03 eta: 1 day, 3:31:17 time: 0.260 data_time: 0.004 memory: 5036 grad_norm: 7.2434 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.2131 loss: 2.2131 2022/06/26 10:26:18 - mmengine - INFO - Epoch(train) [80][2640/3757] lr: 5.954e-03 eta: 1 day, 3:31:11 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 6.7028 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.0993 loss: 3.0993 2022/06/26 10:26:23 - mmengine - INFO - Epoch(train) [80][2660/3757] lr: 5.954e-03 eta: 1 day, 3:31:06 time: 0.259 data_time: 0.014 memory: 5036 grad_norm: 8.9341 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.3790 loss: 2.3790 2022/06/26 10:26:28 - mmengine - INFO - Epoch(train) [80][2680/3757] lr: 5.954e-03 eta: 1 day, 3:31:01 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 7.0959 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.8856 loss: 2.8856 2022/06/26 10:26:33 - mmengine - INFO - Epoch(train) [80][2700/3757] lr: 5.954e-03 eta: 1 day, 3:30:56 time: 0.256 data_time: 0.013 memory: 5036 grad_norm: 6.5810 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3735 loss: 2.3735 2022/06/26 10:26:39 - mmengine - INFO - Epoch(train) [80][2720/3757] lr: 5.954e-03 eta: 1 day, 3:30:50 time: 0.254 data_time: 0.010 memory: 5036 grad_norm: 7.4630 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 2.4659 loss: 2.4659 2022/06/26 10:26:44 - mmengine - INFO - Epoch(train) [80][2740/3757] lr: 5.954e-03 eta: 1 day, 3:30:45 time: 0.258 data_time: 0.018 memory: 5036 grad_norm: 7.4870 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0745 loss: 2.0745 2022/06/26 10:26:49 - mmengine - INFO - Epoch(train) [80][2760/3757] lr: 5.954e-03 eta: 1 day, 3:30:40 time: 0.261 data_time: 0.016 memory: 5036 grad_norm: 7.1393 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0665 loss: 2.0665 2022/06/26 10:26:54 - mmengine - INFO - Epoch(train) [80][2780/3757] lr: 5.954e-03 eta: 1 day, 3:30:35 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 6.8908 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1882 loss: 2.1882 2022/06/26 10:27:00 - mmengine - INFO - Epoch(train) [80][2800/3757] lr: 5.954e-03 eta: 1 day, 3:30:29 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 7.0412 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4232 loss: 2.4232 2022/06/26 10:27:05 - mmengine - INFO - Epoch(train) [80][2820/3757] lr: 5.954e-03 eta: 1 day, 3:30:24 time: 0.255 data_time: 0.011 memory: 5036 grad_norm: 6.5774 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.5549 loss: 2.5549 2022/06/26 10:27:10 - mmengine - INFO - Epoch(train) [80][2840/3757] lr: 5.954e-03 eta: 1 day, 3:30:19 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 7.0717 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2242 loss: 2.2242 2022/06/26 10:27:15 - mmengine - INFO - Epoch(train) [80][2860/3757] lr: 5.954e-03 eta: 1 day, 3:30:13 time: 0.259 data_time: 0.009 memory: 5036 grad_norm: 6.6262 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0020 loss: 3.0020 2022/06/26 10:27:21 - mmengine - INFO - Epoch(train) [80][2880/3757] lr: 5.954e-03 eta: 1 day, 3:30:08 time: 0.256 data_time: 0.012 memory: 5036 grad_norm: 7.3207 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.3019 loss: 2.3019 2022/06/26 10:27:26 - mmengine - INFO - Epoch(train) [80][2900/3757] lr: 5.954e-03 eta: 1 day, 3:30:03 time: 0.261 data_time: 0.017 memory: 5036 grad_norm: 6.9489 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3382 loss: 2.3382 2022/06/26 10:27:31 - mmengine - INFO - Epoch(train) [80][2920/3757] lr: 5.954e-03 eta: 1 day, 3:29:58 time: 0.253 data_time: 0.004 memory: 5036 grad_norm: 7.2768 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8737 loss: 2.8737 2022/06/26 10:27:36 - mmengine - INFO - Epoch(train) [80][2940/3757] lr: 5.954e-03 eta: 1 day, 3:29:52 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 7.0253 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6242 loss: 2.6242 2022/06/26 10:27:42 - mmengine - INFO - Epoch(train) [80][2960/3757] lr: 5.954e-03 eta: 1 day, 3:29:47 time: 0.252 data_time: 0.010 memory: 5036 grad_norm: 6.3980 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0599 loss: 3.0599 2022/06/26 10:27:47 - mmengine - INFO - Epoch(train) [80][2980/3757] lr: 5.954e-03 eta: 1 day, 3:29:42 time: 0.256 data_time: 0.017 memory: 5036 grad_norm: 7.2593 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.6945 loss: 2.6945 2022/06/26 10:27:52 - mmengine - INFO - Epoch(train) [80][3000/3757] lr: 5.954e-03 eta: 1 day, 3:29:37 time: 0.274 data_time: 0.003 memory: 5036 grad_norm: 6.8190 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.0457 loss: 3.0457 2022/06/26 10:27:58 - mmengine - INFO - Epoch(train) [80][3020/3757] lr: 5.954e-03 eta: 1 day, 3:29:31 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 6.1938 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6068 loss: 2.6068 2022/06/26 10:28:03 - mmengine - INFO - Epoch(train) [80][3040/3757] lr: 5.954e-03 eta: 1 day, 3:29:26 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 6.8263 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3656 loss: 2.3656 2022/06/26 10:28:08 - mmengine - INFO - Epoch(train) [80][3060/3757] lr: 5.954e-03 eta: 1 day, 3:29:21 time: 0.260 data_time: 0.020 memory: 5036 grad_norm: 6.9154 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5632 loss: 2.5632 2022/06/26 10:28:13 - mmengine - INFO - Epoch(train) [80][3080/3757] lr: 5.954e-03 eta: 1 day, 3:29:15 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.6180 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2233 loss: 2.2233 2022/06/26 10:28:19 - mmengine - INFO - Epoch(train) [80][3100/3757] lr: 5.954e-03 eta: 1 day, 3:29:10 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 6.1220 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.3717 loss: 2.3717 2022/06/26 10:28:24 - mmengine - INFO - Epoch(train) [80][3120/3757] lr: 5.954e-03 eta: 1 day, 3:29:05 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 6.9302 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3475 loss: 2.3475 2022/06/26 10:28:29 - mmengine - INFO - Epoch(train) [80][3140/3757] lr: 5.954e-03 eta: 1 day, 3:29:00 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 7.5191 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2199 loss: 2.2199 2022/06/26 10:28:34 - mmengine - INFO - Epoch(train) [80][3160/3757] lr: 5.954e-03 eta: 1 day, 3:28:54 time: 0.250 data_time: 0.010 memory: 5036 grad_norm: 6.9692 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0459 loss: 2.0459 2022/06/26 10:28:39 - mmengine - INFO - Epoch(train) [80][3180/3757] lr: 5.954e-03 eta: 1 day, 3:28:49 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 6.8817 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.6440 loss: 2.6440 2022/06/26 10:28:44 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 10:28:45 - mmengine - INFO - Epoch(train) [80][3200/3757] lr: 5.954e-03 eta: 1 day, 3:28:43 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 7.2827 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4852 loss: 2.4852 2022/06/26 10:28:50 - mmengine - INFO - Epoch(train) [80][3220/3757] lr: 5.954e-03 eta: 1 day, 3:28:38 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 7.7063 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6585 loss: 2.6585 2022/06/26 10:28:55 - mmengine - INFO - Epoch(train) [80][3240/3757] lr: 5.954e-03 eta: 1 day, 3:28:33 time: 0.267 data_time: 0.009 memory: 5036 grad_norm: 6.6784 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4994 loss: 2.4994 2022/06/26 10:29:00 - mmengine - INFO - Epoch(train) [80][3260/3757] lr: 5.954e-03 eta: 1 day, 3:28:27 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 6.6328 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7425 loss: 2.7425 2022/06/26 10:29:06 - mmengine - INFO - Epoch(train) [80][3280/3757] lr: 5.954e-03 eta: 1 day, 3:28:22 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 6.7136 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7109 loss: 2.7109 2022/06/26 10:29:11 - mmengine - INFO - Epoch(train) [80][3300/3757] lr: 5.954e-03 eta: 1 day, 3:28:17 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 6.9817 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5230 loss: 2.5230 2022/06/26 10:29:16 - mmengine - INFO - Epoch(train) [80][3320/3757] lr: 5.954e-03 eta: 1 day, 3:28:12 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 7.0171 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.1962 loss: 2.1962 2022/06/26 10:29:21 - mmengine - INFO - Epoch(train) [80][3340/3757] lr: 5.954e-03 eta: 1 day, 3:28:06 time: 0.253 data_time: 0.013 memory: 5036 grad_norm: 7.4781 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7956 loss: 2.7956 2022/06/26 10:29:27 - mmengine - INFO - Epoch(train) [80][3360/3757] lr: 5.954e-03 eta: 1 day, 3:28:01 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 6.9922 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.4566 loss: 2.4566 2022/06/26 10:29:32 - mmengine - INFO - Epoch(train) [80][3380/3757] lr: 5.954e-03 eta: 1 day, 3:27:56 time: 0.246 data_time: 0.006 memory: 5036 grad_norm: 6.6081 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.3367 loss: 2.3367 2022/06/26 10:29:37 - mmengine - INFO - Epoch(train) [80][3400/3757] lr: 5.954e-03 eta: 1 day, 3:27:50 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 6.5410 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5969 loss: 2.5969 2022/06/26 10:29:42 - mmengine - INFO - Epoch(train) [80][3420/3757] lr: 5.954e-03 eta: 1 day, 3:27:45 time: 0.251 data_time: 0.011 memory: 5036 grad_norm: 6.9188 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.3223 loss: 2.3223 2022/06/26 10:29:47 - mmengine - INFO - Epoch(train) [80][3440/3757] lr: 5.954e-03 eta: 1 day, 3:27:40 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 6.6141 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 3.1639 loss: 3.1639 2022/06/26 10:29:53 - mmengine - INFO - Epoch(train) [80][3460/3757] lr: 5.954e-03 eta: 1 day, 3:27:35 time: 0.417 data_time: 0.170 memory: 5036 grad_norm: 6.9277 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2674 loss: 2.2674 2022/06/26 10:29:58 - mmengine - INFO - Epoch(train) [80][3480/3757] lr: 5.954e-03 eta: 1 day, 3:27:29 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 6.3411 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.3239 loss: 2.3239 2022/06/26 10:30:04 - mmengine - INFO - Epoch(train) [80][3500/3757] lr: 5.954e-03 eta: 1 day, 3:27:24 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 6.6744 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.3086 loss: 2.3086 2022/06/26 10:30:09 - mmengine - INFO - Epoch(train) [80][3520/3757] lr: 5.954e-03 eta: 1 day, 3:27:19 time: 0.244 data_time: 0.004 memory: 5036 grad_norm: 5.8891 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3739 loss: 2.3739 2022/06/26 10:30:14 - mmengine - INFO - Epoch(train) [80][3540/3757] lr: 5.954e-03 eta: 1 day, 3:27:14 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 6.1051 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.7430 loss: 2.7430 2022/06/26 10:30:19 - mmengine - INFO - Epoch(train) [80][3560/3757] lr: 5.954e-03 eta: 1 day, 3:27:08 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 7.2666 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.1206 loss: 2.1206 2022/06/26 10:30:25 - mmengine - INFO - Epoch(train) [80][3580/3757] lr: 5.954e-03 eta: 1 day, 3:27:03 time: 0.253 data_time: 0.008 memory: 5036 grad_norm: 7.2009 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0656 loss: 2.0656 2022/06/26 10:30:30 - mmengine - INFO - Epoch(train) [80][3600/3757] lr: 5.954e-03 eta: 1 day, 3:26:58 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 7.6859 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0145 loss: 2.0145 2022/06/26 10:30:35 - mmengine - INFO - Epoch(train) [80][3620/3757] lr: 5.954e-03 eta: 1 day, 3:26:52 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 6.3054 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4931 loss: 2.4931 2022/06/26 10:30:40 - mmengine - INFO - Epoch(train) [80][3640/3757] lr: 5.954e-03 eta: 1 day, 3:26:47 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 6.9579 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6769 loss: 2.6769 2022/06/26 10:30:45 - mmengine - INFO - Epoch(train) [80][3660/3757] lr: 5.954e-03 eta: 1 day, 3:26:42 time: 0.258 data_time: 0.013 memory: 5036 grad_norm: 6.7612 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5939 loss: 2.5939 2022/06/26 10:30:50 - mmengine - INFO - Epoch(train) [80][3680/3757] lr: 5.954e-03 eta: 1 day, 3:26:36 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.6177 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2700 loss: 2.2700 2022/06/26 10:30:56 - mmengine - INFO - Epoch(train) [80][3700/3757] lr: 5.954e-03 eta: 1 day, 3:26:31 time: 0.252 data_time: 0.005 memory: 5036 grad_norm: 6.1335 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5263 loss: 2.5263 2022/06/26 10:31:01 - mmengine - INFO - Epoch(train) [80][3720/3757] lr: 5.954e-03 eta: 1 day, 3:26:26 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 6.2218 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.8698 loss: 2.8698 2022/06/26 10:31:06 - mmengine - INFO - Epoch(train) [80][3740/3757] lr: 5.954e-03 eta: 1 day, 3:26:20 time: 0.246 data_time: 0.010 memory: 5036 grad_norm: 6.9197 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5870 loss: 2.5870 2022/06/26 10:31:10 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 10:31:10 - mmengine - INFO - Saving checkpoint at 80 epochs 2022/06/26 10:31:23 - mmengine - INFO - Epoch(val) [80][20/310] eta: 0:01:47 time: 0.115 data_time: 0.012 memory: 5036 2022/06/26 10:31:27 - mmengine - INFO - Epoch(val) [80][40/310] eta: 0:01:31 time: 0.115 data_time: 0.008 memory: 1723 2022/06/26 10:31:32 - mmengine - INFO - Epoch(val) [80][60/310] eta: 0:00:26 time: 0.109 data_time: 0.002 memory: 1723 2022/06/26 10:31:36 - mmengine - INFO - Epoch(val) [80][80/310] eta: 0:00:24 time: 0.112 data_time: 0.005 memory: 1723 2022/06/26 10:31:44 - mmengine - INFO - Epoch(val) [80][100/310] eta: 0:01:15 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 10:31:48 - mmengine - INFO - Epoch(val) [80][120/310] eta: 0:01:07 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 10:31:53 - mmengine - INFO - Epoch(val) [80][140/310] eta: 0:00:18 time: 0.110 data_time: 0.003 memory: 1723 2022/06/26 10:31:57 - mmengine - INFO - Epoch(val) [80][160/310] eta: 0:00:15 time: 0.102 data_time: 0.002 memory: 1723 2022/06/26 10:32:05 - mmengine - INFO - Epoch(val) [80][180/310] eta: 0:00:44 time: 0.108 data_time: 0.002 memory: 1723 2022/06/26 10:32:09 - mmengine - INFO - Epoch(val) [80][200/310] eta: 0:00:40 time: 0.104 data_time: 0.002 memory: 1723 2022/06/26 10:32:14 - mmengine - INFO - Epoch(val) [80][220/310] eta: 0:00:09 time: 0.102 data_time: 0.001 memory: 1723 2022/06/26 10:32:18 - mmengine - INFO - Epoch(val) [80][240/310] eta: 0:00:07 time: 0.105 data_time: 0.002 memory: 1723 2022/06/26 10:32:25 - mmengine - INFO - Epoch(val) [80][260/310] eta: 0:00:17 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 10:32:30 - mmengine - INFO - Epoch(val) [80][280/310] eta: 0:00:09 time: 0.106 data_time: 0.005 memory: 1723 2022/06/26 10:32:32 - mmengine - INFO - Epoch(val) [80][300/310] eta: 0:00:01 time: 0.102 data_time: 0.001 memory: 1723 2022/06/26 10:32:34 - mmengine - INFO - Epoch(val) [80][310/310] acc/top1: 0.5105 acc/top5: 0.7568 acc/mean1: 0.5104 2022/06/26 10:32:44 - mmengine - INFO - Epoch(train) [81][20/3757] lr: 5.868e-03 eta: 1 day, 3:26:13 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 6.4009 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.0934 loss: 2.0934 2022/06/26 10:32:49 - mmengine - INFO - Epoch(train) [81][40/3757] lr: 5.868e-03 eta: 1 day, 3:26:08 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 6.2796 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.3458 loss: 2.3458 2022/06/26 10:32:54 - mmengine - INFO - Epoch(train) [81][60/3757] lr: 5.868e-03 eta: 1 day, 3:26:03 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 7.3683 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3389 loss: 2.3389 2022/06/26 10:33:00 - mmengine - INFO - Epoch(train) [81][80/3757] lr: 5.868e-03 eta: 1 day, 3:25:58 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 7.7663 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.3953 loss: 2.3953 2022/06/26 10:33:05 - mmengine - INFO - Epoch(train) [81][100/3757] lr: 5.868e-03 eta: 1 day, 3:25:53 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 7.2708 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.0118 loss: 2.0118 2022/06/26 10:33:10 - mmengine - INFO - Epoch(train) [81][120/3757] lr: 5.868e-03 eta: 1 day, 3:25:47 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 6.6310 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.2927 loss: 2.2927 2022/06/26 10:33:16 - mmengine - INFO - Epoch(train) [81][140/3757] lr: 5.868e-03 eta: 1 day, 3:25:42 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 5.7235 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.7365 loss: 2.7365 2022/06/26 10:33:21 - mmengine - INFO - Epoch(train) [81][160/3757] lr: 5.868e-03 eta: 1 day, 3:25:37 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 6.6408 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.7331 loss: 2.7331 2022/06/26 10:33:26 - mmengine - INFO - Epoch(train) [81][180/3757] lr: 5.868e-03 eta: 1 day, 3:25:32 time: 0.256 data_time: 0.017 memory: 5036 grad_norm: 7.9934 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5464 loss: 2.5464 2022/06/26 10:33:31 - mmengine - INFO - Epoch(train) [81][200/3757] lr: 5.868e-03 eta: 1 day, 3:25:26 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.5510 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.5068 loss: 2.5068 2022/06/26 10:33:37 - mmengine - INFO - Epoch(train) [81][220/3757] lr: 5.868e-03 eta: 1 day, 3:25:21 time: 0.246 data_time: 0.004 memory: 5036 grad_norm: 6.5535 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.1102 loss: 2.1102 2022/06/26 10:33:42 - mmengine - INFO - Epoch(train) [81][240/3757] lr: 5.868e-03 eta: 1 day, 3:25:16 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 7.8862 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5133 loss: 2.5133 2022/06/26 10:33:48 - mmengine - INFO - Epoch(train) [81][260/3757] lr: 5.868e-03 eta: 1 day, 3:25:11 time: 0.257 data_time: 0.012 memory: 5036 grad_norm: 7.0819 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4515 loss: 2.4515 2022/06/26 10:33:53 - mmengine - INFO - Epoch(train) [81][280/3757] lr: 5.868e-03 eta: 1 day, 3:25:06 time: 0.303 data_time: 0.005 memory: 5036 grad_norm: 7.6195 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.2739 loss: 2.2739 2022/06/26 10:33:58 - mmengine - INFO - Epoch(train) [81][300/3757] lr: 5.868e-03 eta: 1 day, 3:25:00 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 7.1016 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.4598 loss: 2.4598 2022/06/26 10:34:03 - mmengine - INFO - Epoch(train) [81][320/3757] lr: 5.868e-03 eta: 1 day, 3:24:55 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 7.1249 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3665 loss: 2.3665 2022/06/26 10:34:09 - mmengine - INFO - Epoch(train) [81][340/3757] lr: 5.868e-03 eta: 1 day, 3:24:50 time: 0.264 data_time: 0.009 memory: 5036 grad_norm: 7.2276 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.1693 loss: 2.1693 2022/06/26 10:34:14 - mmengine - INFO - Epoch(train) [81][360/3757] lr: 5.868e-03 eta: 1 day, 3:24:45 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 7.0177 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2692 loss: 2.2692 2022/06/26 10:34:19 - mmengine - INFO - Epoch(train) [81][380/3757] lr: 5.868e-03 eta: 1 day, 3:24:39 time: 0.249 data_time: 0.004 memory: 5036 grad_norm: 7.4610 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7547 loss: 2.7547 2022/06/26 10:34:24 - mmengine - INFO - Epoch(train) [81][400/3757] lr: 5.868e-03 eta: 1 day, 3:24:34 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 5.6736 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6729 loss: 2.6729 2022/06/26 10:34:30 - mmengine - INFO - Epoch(train) [81][420/3757] lr: 5.868e-03 eta: 1 day, 3:24:29 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 6.7439 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4528 loss: 2.4528 2022/06/26 10:34:35 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 10:34:35 - mmengine - INFO - Epoch(train) [81][440/3757] lr: 5.868e-03 eta: 1 day, 3:24:23 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 7.0650 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.1430 loss: 2.1430 2022/06/26 10:34:40 - mmengine - INFO - Epoch(train) [81][460/3757] lr: 5.868e-03 eta: 1 day, 3:24:18 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 7.9303 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3115 loss: 2.3115 2022/06/26 10:34:45 - mmengine - INFO - Epoch(train) [81][480/3757] lr: 5.868e-03 eta: 1 day, 3:24:13 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 5.9014 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4396 loss: 2.4396 2022/06/26 10:34:51 - mmengine - INFO - Epoch(train) [81][500/3757] lr: 5.868e-03 eta: 1 day, 3:24:08 time: 0.245 data_time: 0.003 memory: 5036 grad_norm: 6.1801 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7516 loss: 2.7516 2022/06/26 10:34:56 - mmengine - INFO - Epoch(train) [81][520/3757] lr: 5.868e-03 eta: 1 day, 3:24:03 time: 0.250 data_time: 0.004 memory: 5036 grad_norm: 7.2045 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1035 loss: 2.1035 2022/06/26 10:35:01 - mmengine - INFO - Epoch(train) [81][540/3757] lr: 5.868e-03 eta: 1 day, 3:23:57 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 7.1458 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6232 loss: 2.6232 2022/06/26 10:35:07 - mmengine - INFO - Epoch(train) [81][560/3757] lr: 5.868e-03 eta: 1 day, 3:23:52 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 6.8882 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.6018 loss: 2.6018 2022/06/26 10:35:12 - mmengine - INFO - Epoch(train) [81][580/3757] lr: 5.868e-03 eta: 1 day, 3:23:47 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 7.0795 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.6253 loss: 2.6253 2022/06/26 10:35:17 - mmengine - INFO - Epoch(train) [81][600/3757] lr: 5.868e-03 eta: 1 day, 3:23:41 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 7.5716 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.7710 loss: 2.7710 2022/06/26 10:35:22 - mmengine - INFO - Epoch(train) [81][620/3757] lr: 5.868e-03 eta: 1 day, 3:23:36 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 7.2988 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4295 loss: 2.4295 2022/06/26 10:35:27 - mmengine - INFO - Epoch(train) [81][640/3757] lr: 5.868e-03 eta: 1 day, 3:23:30 time: 0.246 data_time: 0.007 memory: 5036 grad_norm: 7.1134 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1698 loss: 2.1698 2022/06/26 10:35:33 - mmengine - INFO - Epoch(train) [81][660/3757] lr: 5.868e-03 eta: 1 day, 3:23:25 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 7.2580 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1795 loss: 2.1795 2022/06/26 10:35:38 - mmengine - INFO - Epoch(train) [81][680/3757] lr: 5.868e-03 eta: 1 day, 3:23:20 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 7.9870 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6311 loss: 2.6311 2022/06/26 10:35:44 - mmengine - INFO - Epoch(train) [81][700/3757] lr: 5.868e-03 eta: 1 day, 3:23:15 time: 0.256 data_time: 0.008 memory: 5036 grad_norm: 5.6536 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.8631 loss: 2.8631 2022/06/26 10:35:49 - mmengine - INFO - Epoch(train) [81][720/3757] lr: 5.868e-03 eta: 1 day, 3:23:10 time: 0.267 data_time: 0.006 memory: 5036 grad_norm: 6.6018 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7705 loss: 2.7705 2022/06/26 10:35:54 - mmengine - INFO - Epoch(train) [81][740/3757] lr: 5.868e-03 eta: 1 day, 3:23:04 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 5.6520 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5348 loss: 2.5348 2022/06/26 10:35:59 - mmengine - INFO - Epoch(train) [81][760/3757] lr: 5.868e-03 eta: 1 day, 3:22:59 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 7.2609 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9046 loss: 2.9046 2022/06/26 10:36:05 - mmengine - INFO - Epoch(train) [81][780/3757] lr: 5.868e-03 eta: 1 day, 3:22:54 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 7.2691 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4510 loss: 2.4510 2022/06/26 10:36:10 - mmengine - INFO - Epoch(train) [81][800/3757] lr: 5.868e-03 eta: 1 day, 3:22:49 time: 0.264 data_time: 0.006 memory: 5036 grad_norm: 7.3331 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1625 loss: 2.1625 2022/06/26 10:36:15 - mmengine - INFO - Epoch(train) [81][820/3757] lr: 5.868e-03 eta: 1 day, 3:22:43 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 7.0848 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3633 loss: 2.3633 2022/06/26 10:36:20 - mmengine - INFO - Epoch(train) [81][840/3757] lr: 5.868e-03 eta: 1 day, 3:22:38 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 6.1191 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0595 loss: 3.0595 2022/06/26 10:36:26 - mmengine - INFO - Epoch(train) [81][860/3757] lr: 5.868e-03 eta: 1 day, 3:22:33 time: 0.250 data_time: 0.007 memory: 5036 grad_norm: 7.0725 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.8135 loss: 2.8135 2022/06/26 10:36:31 - mmengine - INFO - Epoch(train) [81][880/3757] lr: 5.868e-03 eta: 1 day, 3:22:28 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 6.7057 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.1939 loss: 2.1939 2022/06/26 10:36:36 - mmengine - INFO - Epoch(train) [81][900/3757] lr: 5.868e-03 eta: 1 day, 3:22:22 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 6.0761 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4503 loss: 2.4503 2022/06/26 10:36:41 - mmengine - INFO - Epoch(train) [81][920/3757] lr: 5.868e-03 eta: 1 day, 3:22:17 time: 0.251 data_time: 0.011 memory: 5036 grad_norm: 6.6114 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.3936 loss: 2.3936 2022/06/26 10:36:47 - mmengine - INFO - Epoch(train) [81][940/3757] lr: 5.868e-03 eta: 1 day, 3:22:12 time: 0.251 data_time: 0.009 memory: 5036 grad_norm: 6.2617 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.6284 loss: 2.6284 2022/06/26 10:36:52 - mmengine - INFO - Epoch(train) [81][960/3757] lr: 5.868e-03 eta: 1 day, 3:22:06 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 6.7184 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6270 loss: 2.6270 2022/06/26 10:36:57 - mmengine - INFO - Epoch(train) [81][980/3757] lr: 5.868e-03 eta: 1 day, 3:22:01 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 6.7757 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.1207 loss: 3.1207 2022/06/26 10:37:02 - mmengine - INFO - Epoch(train) [81][1000/3757] lr: 5.868e-03 eta: 1 day, 3:21:56 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 6.3560 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4387 loss: 2.4387 2022/06/26 10:37:07 - mmengine - INFO - Epoch(train) [81][1020/3757] lr: 5.868e-03 eta: 1 day, 3:21:50 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 5.8942 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.2832 loss: 2.2832 2022/06/26 10:37:13 - mmengine - INFO - Epoch(train) [81][1040/3757] lr: 5.868e-03 eta: 1 day, 3:21:45 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 7.5397 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5881 loss: 2.5881 2022/06/26 10:37:18 - mmengine - INFO - Epoch(train) [81][1060/3757] lr: 5.868e-03 eta: 1 day, 3:21:40 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 6.6367 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3115 loss: 2.3115 2022/06/26 10:37:23 - mmengine - INFO - Epoch(train) [81][1080/3757] lr: 5.868e-03 eta: 1 day, 3:21:34 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 7.7277 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5774 loss: 2.5774 2022/06/26 10:37:28 - mmengine - INFO - Epoch(train) [81][1100/3757] lr: 5.868e-03 eta: 1 day, 3:21:29 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 7.4877 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6076 loss: 2.6076 2022/06/26 10:37:33 - mmengine - INFO - Epoch(train) [81][1120/3757] lr: 5.868e-03 eta: 1 day, 3:21:23 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 6.6189 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.4372 loss: 2.4372 2022/06/26 10:37:38 - mmengine - INFO - Epoch(train) [81][1140/3757] lr: 5.868e-03 eta: 1 day, 3:21:18 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 6.6710 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8807 loss: 2.8807 2022/06/26 10:37:44 - mmengine - INFO - Epoch(train) [81][1160/3757] lr: 5.868e-03 eta: 1 day, 3:21:13 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 6.2261 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4346 loss: 2.4346 2022/06/26 10:37:49 - mmengine - INFO - Epoch(train) [81][1180/3757] lr: 5.868e-03 eta: 1 day, 3:21:07 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 7.6992 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.2102 loss: 2.2102 2022/06/26 10:37:54 - mmengine - INFO - Epoch(train) [81][1200/3757] lr: 5.868e-03 eta: 1 day, 3:21:02 time: 0.247 data_time: 0.006 memory: 5036 grad_norm: 7.0016 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2288 loss: 2.2288 2022/06/26 10:37:59 - mmengine - INFO - Epoch(train) [81][1220/3757] lr: 5.868e-03 eta: 1 day, 3:20:57 time: 0.275 data_time: 0.006 memory: 5036 grad_norm: 6.5403 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3038 loss: 2.3038 2022/06/26 10:38:05 - mmengine - INFO - Epoch(train) [81][1240/3757] lr: 5.868e-03 eta: 1 day, 3:20:51 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 7.0089 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3094 loss: 2.3094 2022/06/26 10:38:10 - mmengine - INFO - Epoch(train) [81][1260/3757] lr: 5.868e-03 eta: 1 day, 3:20:46 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 8.0799 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6118 loss: 2.6118 2022/06/26 10:38:15 - mmengine - INFO - Epoch(train) [81][1280/3757] lr: 5.868e-03 eta: 1 day, 3:20:41 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 6.2934 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.2912 loss: 2.2912 2022/06/26 10:38:20 - mmengine - INFO - Epoch(train) [81][1300/3757] lr: 5.868e-03 eta: 1 day, 3:20:36 time: 0.271 data_time: 0.007 memory: 5036 grad_norm: 6.6098 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.4339 loss: 2.4339 2022/06/26 10:38:26 - mmengine - INFO - Epoch(train) [81][1320/3757] lr: 5.868e-03 eta: 1 day, 3:20:30 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 7.1993 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7284 loss: 2.7284 2022/06/26 10:38:31 - mmengine - INFO - Epoch(train) [81][1340/3757] lr: 5.868e-03 eta: 1 day, 3:20:25 time: 0.267 data_time: 0.003 memory: 5036 grad_norm: 7.3974 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8241 loss: 2.8241 2022/06/26 10:38:36 - mmengine - INFO - Epoch(train) [81][1360/3757] lr: 5.868e-03 eta: 1 day, 3:20:20 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 5.8012 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1035 loss: 2.1035 2022/06/26 10:38:41 - mmengine - INFO - Epoch(train) [81][1380/3757] lr: 5.868e-03 eta: 1 day, 3:20:14 time: 0.267 data_time: 0.006 memory: 5036 grad_norm: 7.0041 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3820 loss: 2.3820 2022/06/26 10:38:47 - mmengine - INFO - Epoch(train) [81][1400/3757] lr: 5.868e-03 eta: 1 day, 3:20:09 time: 0.267 data_time: 0.009 memory: 5036 grad_norm: 6.1895 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5510 loss: 2.5510 2022/06/26 10:38:52 - mmengine - INFO - Epoch(train) [81][1420/3757] lr: 5.868e-03 eta: 1 day, 3:20:04 time: 0.266 data_time: 0.003 memory: 5036 grad_norm: 6.8369 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4373 loss: 2.4373 2022/06/26 10:38:57 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 10:38:57 - mmengine - INFO - Epoch(train) [81][1440/3757] lr: 5.868e-03 eta: 1 day, 3:19:59 time: 0.252 data_time: 0.011 memory: 5036 grad_norm: 6.0476 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8882 loss: 1.8882 2022/06/26 10:39:02 - mmengine - INFO - Epoch(train) [81][1460/3757] lr: 5.868e-03 eta: 1 day, 3:19:53 time: 0.266 data_time: 0.003 memory: 5036 grad_norm: 7.2239 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.3687 loss: 2.3687 2022/06/26 10:39:08 - mmengine - INFO - Epoch(train) [81][1480/3757] lr: 5.868e-03 eta: 1 day, 3:19:48 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.6641 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.4218 loss: 2.4218 2022/06/26 10:39:13 - mmengine - INFO - Epoch(train) [81][1500/3757] lr: 5.868e-03 eta: 1 day, 3:19:43 time: 0.270 data_time: 0.003 memory: 5036 grad_norm: 6.7356 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.6776 loss: 2.6776 2022/06/26 10:39:19 - mmengine - INFO - Epoch(train) [81][1520/3757] lr: 5.868e-03 eta: 1 day, 3:19:38 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 6.5820 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5221 loss: 2.5221 2022/06/26 10:39:24 - mmengine - INFO - Epoch(train) [81][1540/3757] lr: 5.868e-03 eta: 1 day, 3:19:32 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 7.1943 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.2485 loss: 2.2485 2022/06/26 10:39:29 - mmengine - INFO - Epoch(train) [81][1560/3757] lr: 5.868e-03 eta: 1 day, 3:19:27 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 7.2675 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4349 loss: 2.4349 2022/06/26 10:39:34 - mmengine - INFO - Epoch(train) [81][1580/3757] lr: 5.868e-03 eta: 1 day, 3:19:22 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 6.8599 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.0256 loss: 2.0256 2022/06/26 10:39:39 - mmengine - INFO - Epoch(train) [81][1600/3757] lr: 5.868e-03 eta: 1 day, 3:19:16 time: 0.251 data_time: 0.011 memory: 5036 grad_norm: 6.0627 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.0896 loss: 2.0896 2022/06/26 10:39:44 - mmengine - INFO - Epoch(train) [81][1620/3757] lr: 5.868e-03 eta: 1 day, 3:19:11 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 7.8826 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 2.5431 loss: 2.5431 2022/06/26 10:39:49 - mmengine - INFO - Epoch(train) [81][1640/3757] lr: 5.868e-03 eta: 1 day, 3:19:05 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 6.7983 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9730 loss: 1.9730 2022/06/26 10:39:55 - mmengine - INFO - Epoch(train) [81][1660/3757] lr: 5.868e-03 eta: 1 day, 3:19:01 time: 0.259 data_time: 0.009 memory: 5036 grad_norm: 7.0234 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2180 loss: 2.2180 2022/06/26 10:40:00 - mmengine - INFO - Epoch(train) [81][1680/3757] lr: 5.868e-03 eta: 1 day, 3:18:55 time: 0.261 data_time: 0.014 memory: 5036 grad_norm: 7.3979 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.7525 loss: 2.7525 2022/06/26 10:40:05 - mmengine - INFO - Epoch(train) [81][1700/3757] lr: 5.868e-03 eta: 1 day, 3:18:50 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 6.3751 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1233 loss: 2.1233 2022/06/26 10:40:11 - mmengine - INFO - Epoch(train) [81][1720/3757] lr: 5.868e-03 eta: 1 day, 3:18:44 time: 0.254 data_time: 0.008 memory: 5036 grad_norm: 7.0828 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8979 loss: 2.8979 2022/06/26 10:40:16 - mmengine - INFO - Epoch(train) [81][1740/3757] lr: 5.868e-03 eta: 1 day, 3:18:39 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 7.4887 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4706 loss: 2.4706 2022/06/26 10:40:21 - mmengine - INFO - Epoch(train) [81][1760/3757] lr: 5.868e-03 eta: 1 day, 3:18:34 time: 0.255 data_time: 0.016 memory: 5036 grad_norm: 6.7112 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1650 loss: 2.1650 2022/06/26 10:40:26 - mmengine - INFO - Epoch(train) [81][1780/3757] lr: 5.868e-03 eta: 1 day, 3:18:29 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 6.7315 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2882 loss: 2.2882 2022/06/26 10:40:31 - mmengine - INFO - Epoch(train) [81][1800/3757] lr: 5.868e-03 eta: 1 day, 3:18:23 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 7.5593 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.7525 loss: 2.7525 2022/06/26 10:40:37 - mmengine - INFO - Epoch(train) [81][1820/3757] lr: 5.868e-03 eta: 1 day, 3:18:18 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 7.4772 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2335 loss: 2.2335 2022/06/26 10:40:42 - mmengine - INFO - Epoch(train) [81][1840/3757] lr: 5.868e-03 eta: 1 day, 3:18:13 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 6.6992 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.7645 loss: 2.7645 2022/06/26 10:40:47 - mmengine - INFO - Epoch(train) [81][1860/3757] lr: 5.868e-03 eta: 1 day, 3:18:07 time: 0.254 data_time: 0.008 memory: 5036 grad_norm: 6.9801 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.8196 loss: 2.8196 2022/06/26 10:40:52 - mmengine - INFO - Epoch(train) [81][1880/3757] lr: 5.868e-03 eta: 1 day, 3:18:02 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 5.9575 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5389 loss: 2.5389 2022/06/26 10:40:58 - mmengine - INFO - Epoch(train) [81][1900/3757] lr: 5.868e-03 eta: 1 day, 3:17:57 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.8759 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1608 loss: 2.1608 2022/06/26 10:41:03 - mmengine - INFO - Epoch(train) [81][1920/3757] lr: 5.868e-03 eta: 1 day, 3:17:51 time: 0.253 data_time: 0.008 memory: 5036 grad_norm: 7.0285 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.8412 loss: 2.8412 2022/06/26 10:41:08 - mmengine - INFO - Epoch(train) [81][1940/3757] lr: 5.868e-03 eta: 1 day, 3:17:46 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 6.9944 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7146 loss: 2.7146 2022/06/26 10:41:14 - mmengine - INFO - Epoch(train) [81][1960/3757] lr: 5.868e-03 eta: 1 day, 3:17:41 time: 0.353 data_time: 0.006 memory: 5036 grad_norm: 6.5058 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6232 loss: 2.6232 2022/06/26 10:41:19 - mmengine - INFO - Epoch(train) [81][1980/3757] lr: 5.868e-03 eta: 1 day, 3:17:36 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 6.3255 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.5634 loss: 2.5634 2022/06/26 10:41:24 - mmengine - INFO - Epoch(train) [81][2000/3757] lr: 5.868e-03 eta: 1 day, 3:17:31 time: 0.267 data_time: 0.006 memory: 5036 grad_norm: 7.1530 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7434 loss: 2.7434 2022/06/26 10:41:30 - mmengine - INFO - Epoch(train) [81][2020/3757] lr: 5.868e-03 eta: 1 day, 3:17:25 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 6.6784 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7728 loss: 2.7728 2022/06/26 10:41:35 - mmengine - INFO - Epoch(train) [81][2040/3757] lr: 5.868e-03 eta: 1 day, 3:17:20 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 7.2387 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.4964 loss: 2.4964 2022/06/26 10:41:40 - mmengine - INFO - Epoch(train) [81][2060/3757] lr: 5.868e-03 eta: 1 day, 3:17:15 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 6.7467 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8922 loss: 1.8922 2022/06/26 10:41:45 - mmengine - INFO - Epoch(train) [81][2080/3757] lr: 5.868e-03 eta: 1 day, 3:17:10 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 6.9285 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5502 loss: 2.5502 2022/06/26 10:41:51 - mmengine - INFO - Epoch(train) [81][2100/3757] lr: 5.868e-03 eta: 1 day, 3:17:04 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 6.6425 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3901 loss: 2.3901 2022/06/26 10:41:56 - mmengine - INFO - Epoch(train) [81][2120/3757] lr: 5.868e-03 eta: 1 day, 3:16:59 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 6.4304 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2954 loss: 2.2954 2022/06/26 10:42:01 - mmengine - INFO - Epoch(train) [81][2140/3757] lr: 5.868e-03 eta: 1 day, 3:16:53 time: 0.251 data_time: 0.009 memory: 5036 grad_norm: 6.5337 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2617 loss: 2.2617 2022/06/26 10:42:06 - mmengine - INFO - Epoch(train) [81][2160/3757] lr: 5.868e-03 eta: 1 day, 3:16:48 time: 0.254 data_time: 0.010 memory: 5036 grad_norm: 7.0966 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.5672 loss: 2.5672 2022/06/26 10:42:11 - mmengine - INFO - Epoch(train) [81][2180/3757] lr: 5.868e-03 eta: 1 day, 3:16:43 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 6.3907 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6730 loss: 2.6730 2022/06/26 10:42:16 - mmengine - INFO - Epoch(train) [81][2200/3757] lr: 5.868e-03 eta: 1 day, 3:16:37 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 7.1421 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.5803 loss: 2.5803 2022/06/26 10:42:22 - mmengine - INFO - Epoch(train) [81][2220/3757] lr: 5.868e-03 eta: 1 day, 3:16:32 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 6.9154 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8467 loss: 2.8467 2022/06/26 10:42:27 - mmengine - INFO - Epoch(train) [81][2240/3757] lr: 5.868e-03 eta: 1 day, 3:16:27 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 5.4475 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.4488 loss: 2.4488 2022/06/26 10:42:32 - mmengine - INFO - Epoch(train) [81][2260/3757] lr: 5.868e-03 eta: 1 day, 3:16:21 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 5.4803 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1714 loss: 2.1714 2022/06/26 10:42:37 - mmengine - INFO - Epoch(train) [81][2280/3757] lr: 5.868e-03 eta: 1 day, 3:16:16 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 6.2780 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.1677 loss: 2.1677 2022/06/26 10:42:42 - mmengine - INFO - Epoch(train) [81][2300/3757] lr: 5.868e-03 eta: 1 day, 3:16:10 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 7.0613 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6579 loss: 2.6579 2022/06/26 10:42:48 - mmengine - INFO - Epoch(train) [81][2320/3757] lr: 5.868e-03 eta: 1 day, 3:16:05 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 7.3218 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.1419 loss: 2.1419 2022/06/26 10:42:53 - mmengine - INFO - Epoch(train) [81][2340/3757] lr: 5.868e-03 eta: 1 day, 3:16:00 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 7.0081 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3721 loss: 2.3721 2022/06/26 10:42:58 - mmengine - INFO - Epoch(train) [81][2360/3757] lr: 5.868e-03 eta: 1 day, 3:15:54 time: 0.266 data_time: 0.022 memory: 5036 grad_norm: 7.1760 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.2716 loss: 2.2716 2022/06/26 10:43:03 - mmengine - INFO - Epoch(train) [81][2380/3757] lr: 5.868e-03 eta: 1 day, 3:15:49 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 7.2930 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5999 loss: 2.5999 2022/06/26 10:43:09 - mmengine - INFO - Epoch(train) [81][2400/3757] lr: 5.868e-03 eta: 1 day, 3:15:44 time: 0.255 data_time: 0.015 memory: 5036 grad_norm: 6.8360 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6639 loss: 2.6639 2022/06/26 10:43:14 - mmengine - INFO - Epoch(train) [81][2420/3757] lr: 5.868e-03 eta: 1 day, 3:15:39 time: 0.308 data_time: 0.020 memory: 5036 grad_norm: 8.8729 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0662 loss: 3.0662 2022/06/26 10:43:19 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 10:43:19 - mmengine - INFO - Epoch(train) [81][2440/3757] lr: 5.868e-03 eta: 1 day, 3:15:34 time: 0.269 data_time: 0.010 memory: 5036 grad_norm: 6.8204 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7036 loss: 2.7036 2022/06/26 10:43:24 - mmengine - INFO - Epoch(train) [81][2460/3757] lr: 5.868e-03 eta: 1 day, 3:15:28 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 8.0131 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.5728 loss: 2.5728 2022/06/26 10:43:30 - mmengine - INFO - Epoch(train) [81][2480/3757] lr: 5.868e-03 eta: 1 day, 3:15:23 time: 0.260 data_time: 0.008 memory: 5036 grad_norm: 6.5714 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4032 loss: 2.4032 2022/06/26 10:43:35 - mmengine - INFO - Epoch(train) [81][2500/3757] lr: 5.868e-03 eta: 1 day, 3:15:18 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 6.5351 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2139 loss: 2.2139 2022/06/26 10:43:40 - mmengine - INFO - Epoch(train) [81][2520/3757] lr: 5.868e-03 eta: 1 day, 3:15:12 time: 0.257 data_time: 0.017 memory: 5036 grad_norm: 6.9228 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2783 loss: 2.2783 2022/06/26 10:43:45 - mmengine - INFO - Epoch(train) [81][2540/3757] lr: 5.868e-03 eta: 1 day, 3:15:07 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 6.2284 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2321 loss: 2.2321 2022/06/26 10:43:50 - mmengine - INFO - Epoch(train) [81][2560/3757] lr: 5.868e-03 eta: 1 day, 3:15:01 time: 0.259 data_time: 0.015 memory: 5036 grad_norm: 7.4301 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5687 loss: 2.5687 2022/06/26 10:43:56 - mmengine - INFO - Epoch(train) [81][2580/3757] lr: 5.868e-03 eta: 1 day, 3:14:56 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 6.7191 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3534 loss: 2.3534 2022/06/26 10:44:01 - mmengine - INFO - Epoch(train) [81][2600/3757] lr: 5.868e-03 eta: 1 day, 3:14:51 time: 0.268 data_time: 0.010 memory: 5036 grad_norm: 6.1788 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.2529 loss: 2.2529 2022/06/26 10:44:06 - mmengine - INFO - Epoch(train) [81][2620/3757] lr: 5.868e-03 eta: 1 day, 3:14:46 time: 0.259 data_time: 0.014 memory: 5036 grad_norm: 7.2602 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4706 loss: 2.4706 2022/06/26 10:44:11 - mmengine - INFO - Epoch(train) [81][2640/3757] lr: 5.868e-03 eta: 1 day, 3:14:40 time: 0.252 data_time: 0.012 memory: 5036 grad_norm: 6.2863 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 3.1982 loss: 3.1982 2022/06/26 10:44:17 - mmengine - INFO - Epoch(train) [81][2660/3757] lr: 5.868e-03 eta: 1 day, 3:14:35 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 7.3372 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.3178 loss: 2.3178 2022/06/26 10:44:22 - mmengine - INFO - Epoch(train) [81][2680/3757] lr: 5.868e-03 eta: 1 day, 3:14:30 time: 0.260 data_time: 0.015 memory: 5036 grad_norm: 7.5151 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6165 loss: 2.6165 2022/06/26 10:44:27 - mmengine - INFO - Epoch(train) [81][2700/3757] lr: 5.868e-03 eta: 1 day, 3:14:24 time: 0.260 data_time: 0.014 memory: 5036 grad_norm: 6.5654 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.4112 loss: 2.4112 2022/06/26 10:44:32 - mmengine - INFO - Epoch(train) [81][2720/3757] lr: 5.868e-03 eta: 1 day, 3:14:19 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 7.0909 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1294 loss: 2.1294 2022/06/26 10:44:38 - mmengine - INFO - Epoch(train) [81][2740/3757] lr: 5.868e-03 eta: 1 day, 3:14:14 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 7.4745 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1259 loss: 2.1259 2022/06/26 10:44:43 - mmengine - INFO - Epoch(train) [81][2760/3757] lr: 5.868e-03 eta: 1 day, 3:14:08 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 7.2891 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4398 loss: 2.4398 2022/06/26 10:44:48 - mmengine - INFO - Epoch(train) [81][2780/3757] lr: 5.868e-03 eta: 1 day, 3:14:03 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.7028 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.5724 loss: 2.5724 2022/06/26 10:44:53 - mmengine - INFO - Epoch(train) [81][2800/3757] lr: 5.868e-03 eta: 1 day, 3:13:58 time: 0.251 data_time: 0.012 memory: 5036 grad_norm: 7.0480 top1_acc: 0.2500 top5_acc: 1.0000 loss_cls: 2.5625 loss: 2.5625 2022/06/26 10:44:59 - mmengine - INFO - Epoch(train) [81][2820/3757] lr: 5.868e-03 eta: 1 day, 3:13:53 time: 0.271 data_time: 0.003 memory: 5036 grad_norm: 6.4342 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.2914 loss: 2.2914 2022/06/26 10:45:04 - mmengine - INFO - Epoch(train) [81][2840/3757] lr: 5.868e-03 eta: 1 day, 3:13:47 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 7.4869 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.2232 loss: 2.2232 2022/06/26 10:45:09 - mmengine - INFO - Epoch(train) [81][2860/3757] lr: 5.868e-03 eta: 1 day, 3:13:42 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 6.2278 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0574 loss: 2.0574 2022/06/26 10:45:14 - mmengine - INFO - Epoch(train) [81][2880/3757] lr: 5.868e-03 eta: 1 day, 3:13:37 time: 0.266 data_time: 0.009 memory: 5036 grad_norm: 6.6567 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.2370 loss: 2.2370 2022/06/26 10:45:20 - mmengine - INFO - Epoch(train) [81][2900/3757] lr: 5.868e-03 eta: 1 day, 3:13:32 time: 0.267 data_time: 0.003 memory: 5036 grad_norm: 8.1246 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8654 loss: 2.8654 2022/06/26 10:45:25 - mmengine - INFO - Epoch(train) [81][2920/3757] lr: 5.868e-03 eta: 1 day, 3:13:26 time: 0.257 data_time: 0.005 memory: 5036 grad_norm: 6.9364 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6123 loss: 2.6123 2022/06/26 10:45:30 - mmengine - INFO - Epoch(train) [81][2940/3757] lr: 5.868e-03 eta: 1 day, 3:13:21 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 6.9311 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6697 loss: 2.6697 2022/06/26 10:45:36 - mmengine - INFO - Epoch(train) [81][2960/3757] lr: 5.868e-03 eta: 1 day, 3:13:16 time: 0.258 data_time: 0.019 memory: 5036 grad_norm: 6.9337 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.5398 loss: 2.5398 2022/06/26 10:45:41 - mmengine - INFO - Epoch(train) [81][2980/3757] lr: 5.868e-03 eta: 1 day, 3:13:11 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 5.9170 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2204 loss: 2.2204 2022/06/26 10:45:46 - mmengine - INFO - Epoch(train) [81][3000/3757] lr: 5.868e-03 eta: 1 day, 3:13:05 time: 0.268 data_time: 0.006 memory: 5036 grad_norm: 6.1215 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4893 loss: 2.4893 2022/06/26 10:45:51 - mmengine - INFO - Epoch(train) [81][3020/3757] lr: 5.868e-03 eta: 1 day, 3:13:00 time: 0.251 data_time: 0.008 memory: 5036 grad_norm: 7.4985 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.5367 loss: 2.5367 2022/06/26 10:45:56 - mmengine - INFO - Epoch(train) [81][3040/3757] lr: 5.868e-03 eta: 1 day, 3:12:55 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 6.2476 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.5637 loss: 2.5637 2022/06/26 10:46:02 - mmengine - INFO - Epoch(train) [81][3060/3757] lr: 5.868e-03 eta: 1 day, 3:12:49 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 6.1056 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5183 loss: 2.5183 2022/06/26 10:46:07 - mmengine - INFO - Epoch(train) [81][3080/3757] lr: 5.868e-03 eta: 1 day, 3:12:44 time: 0.259 data_time: 0.020 memory: 5036 grad_norm: 7.7931 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5309 loss: 2.5309 2022/06/26 10:46:12 - mmengine - INFO - Epoch(train) [81][3100/3757] lr: 5.868e-03 eta: 1 day, 3:12:39 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 6.9131 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0431 loss: 2.0431 2022/06/26 10:46:17 - mmengine - INFO - Epoch(train) [81][3120/3757] lr: 5.868e-03 eta: 1 day, 3:12:33 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 6.4602 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4124 loss: 2.4124 2022/06/26 10:46:23 - mmengine - INFO - Epoch(train) [81][3140/3757] lr: 5.868e-03 eta: 1 day, 3:12:28 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 6.3147 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.1431 loss: 2.1431 2022/06/26 10:46:28 - mmengine - INFO - Epoch(train) [81][3160/3757] lr: 5.868e-03 eta: 1 day, 3:12:23 time: 0.255 data_time: 0.014 memory: 5036 grad_norm: 6.3867 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8930 loss: 1.8930 2022/06/26 10:46:33 - mmengine - INFO - Epoch(train) [81][3180/3757] lr: 5.868e-03 eta: 1 day, 3:12:18 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 6.3537 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.9711 loss: 2.9711 2022/06/26 10:46:39 - mmengine - INFO - Epoch(train) [81][3200/3757] lr: 5.868e-03 eta: 1 day, 3:12:12 time: 0.273 data_time: 0.003 memory: 5036 grad_norm: 6.9689 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2224 loss: 2.2224 2022/06/26 10:46:44 - mmengine - INFO - Epoch(train) [81][3220/3757] lr: 5.868e-03 eta: 1 day, 3:12:07 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 6.3957 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5704 loss: 2.5704 2022/06/26 10:46:49 - mmengine - INFO - Epoch(train) [81][3240/3757] lr: 5.868e-03 eta: 1 day, 3:12:02 time: 0.263 data_time: 0.019 memory: 5036 grad_norm: 6.9393 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.2167 loss: 2.2167 2022/06/26 10:46:55 - mmengine - INFO - Epoch(train) [81][3260/3757] lr: 5.868e-03 eta: 1 day, 3:11:57 time: 0.403 data_time: 0.160 memory: 5036 grad_norm: 7.1992 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.6052 loss: 2.6052 2022/06/26 10:47:00 - mmengine - INFO - Epoch(train) [81][3280/3757] lr: 5.868e-03 eta: 1 day, 3:11:51 time: 0.254 data_time: 0.011 memory: 5036 grad_norm: 5.9187 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.3174 loss: 2.3174 2022/06/26 10:47:05 - mmengine - INFO - Epoch(train) [81][3300/3757] lr: 5.868e-03 eta: 1 day, 3:11:46 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 6.4024 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.6812 loss: 2.6812 2022/06/26 10:47:10 - mmengine - INFO - Epoch(train) [81][3320/3757] lr: 5.868e-03 eta: 1 day, 3:11:41 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 7.1344 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6078 loss: 2.6078 2022/06/26 10:47:16 - mmengine - INFO - Epoch(train) [81][3340/3757] lr: 5.868e-03 eta: 1 day, 3:11:36 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 7.5829 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0670 loss: 2.0670 2022/06/26 10:47:21 - mmengine - INFO - Epoch(train) [81][3360/3757] lr: 5.868e-03 eta: 1 day, 3:11:30 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.9026 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5802 loss: 2.5802 2022/06/26 10:47:26 - mmengine - INFO - Epoch(train) [81][3380/3757] lr: 5.868e-03 eta: 1 day, 3:11:25 time: 0.249 data_time: 0.009 memory: 5036 grad_norm: 6.1390 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3699 loss: 2.3699 2022/06/26 10:47:31 - mmengine - INFO - Epoch(train) [81][3400/3757] lr: 5.868e-03 eta: 1 day, 3:11:19 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 6.5051 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7234 loss: 2.7234 2022/06/26 10:47:36 - mmengine - INFO - Epoch(train) [81][3420/3757] lr: 5.868e-03 eta: 1 day, 3:11:14 time: 0.255 data_time: 0.008 memory: 5036 grad_norm: 6.4327 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.4255 loss: 2.4255 2022/06/26 10:47:41 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 10:47:41 - mmengine - INFO - Epoch(train) [81][3440/3757] lr: 5.868e-03 eta: 1 day, 3:11:09 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 6.9323 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6173 loss: 2.6173 2022/06/26 10:47:47 - mmengine - INFO - Epoch(train) [81][3460/3757] lr: 5.868e-03 eta: 1 day, 3:11:03 time: 0.255 data_time: 0.010 memory: 5036 grad_norm: 7.1138 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.4487 loss: 2.4487 2022/06/26 10:47:52 - mmengine - INFO - Epoch(train) [81][3480/3757] lr: 5.868e-03 eta: 1 day, 3:10:58 time: 0.257 data_time: 0.008 memory: 5036 grad_norm: 6.0660 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.7978 loss: 2.7978 2022/06/26 10:47:57 - mmengine - INFO - Epoch(train) [81][3500/3757] lr: 5.868e-03 eta: 1 day, 3:10:53 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 6.0695 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7637 loss: 2.7637 2022/06/26 10:48:02 - mmengine - INFO - Epoch(train) [81][3520/3757] lr: 5.868e-03 eta: 1 day, 3:10:47 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 7.2457 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5576 loss: 2.5576 2022/06/26 10:48:08 - mmengine - INFO - Epoch(train) [81][3540/3757] lr: 5.868e-03 eta: 1 day, 3:10:42 time: 0.260 data_time: 0.013 memory: 5036 grad_norm: 6.8426 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4458 loss: 2.4458 2022/06/26 10:48:13 - mmengine - INFO - Epoch(train) [81][3560/3757] lr: 5.868e-03 eta: 1 day, 3:10:37 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 6.4168 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.6961 loss: 2.6961 2022/06/26 10:48:18 - mmengine - INFO - Epoch(train) [81][3580/3757] lr: 5.868e-03 eta: 1 day, 3:10:31 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 6.0593 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6413 loss: 2.6413 2022/06/26 10:48:23 - mmengine - INFO - Epoch(train) [81][3600/3757] lr: 5.868e-03 eta: 1 day, 3:10:26 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 6.6153 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8206 loss: 2.8206 2022/06/26 10:48:28 - mmengine - INFO - Epoch(train) [81][3620/3757] lr: 5.868e-03 eta: 1 day, 3:10:21 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 6.5899 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4259 loss: 2.4259 2022/06/26 10:48:33 - mmengine - INFO - Epoch(train) [81][3640/3757] lr: 5.868e-03 eta: 1 day, 3:10:15 time: 0.251 data_time: 0.007 memory: 5036 grad_norm: 6.1812 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.5382 loss: 2.5382 2022/06/26 10:48:39 - mmengine - INFO - Epoch(train) [81][3660/3757] lr: 5.868e-03 eta: 1 day, 3:10:10 time: 0.261 data_time: 0.014 memory: 5036 grad_norm: 6.6220 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2904 loss: 2.2904 2022/06/26 10:48:44 - mmengine - INFO - Epoch(train) [81][3680/3757] lr: 5.868e-03 eta: 1 day, 3:10:04 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 7.5064 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1113 loss: 3.1113 2022/06/26 10:48:49 - mmengine - INFO - Epoch(train) [81][3700/3757] lr: 5.868e-03 eta: 1 day, 3:09:59 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 6.6152 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7990 loss: 2.7990 2022/06/26 10:48:54 - mmengine - INFO - Epoch(train) [81][3720/3757] lr: 5.868e-03 eta: 1 day, 3:09:54 time: 0.413 data_time: 0.008 memory: 5036 grad_norm: 6.4204 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3821 loss: 2.3821 2022/06/26 10:49:00 - mmengine - INFO - Epoch(train) [81][3740/3757] lr: 5.868e-03 eta: 1 day, 3:09:49 time: 0.244 data_time: 0.005 memory: 5036 grad_norm: 8.0468 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.3926 loss: 2.3926 2022/06/26 10:49:04 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 10:49:04 - mmengine - INFO - Saving checkpoint at 81 epochs 2022/06/26 10:49:17 - mmengine - INFO - Epoch(val) [81][20/310] eta: 0:01:45 time: 0.106 data_time: 0.004 memory: 5036 2022/06/26 10:49:21 - mmengine - INFO - Epoch(val) [81][40/310] eta: 0:01:36 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 10:49:26 - mmengine - INFO - Epoch(val) [81][60/310] eta: 0:00:26 time: 0.107 data_time: 0.006 memory: 1723 2022/06/26 10:49:30 - mmengine - INFO - Epoch(val) [81][80/310] eta: 0:00:24 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 10:49:37 - mmengine - INFO - Epoch(val) [81][100/310] eta: 0:01:11 time: 0.104 data_time: 0.002 memory: 1723 2022/06/26 10:49:42 - mmengine - INFO - Epoch(val) [81][120/310] eta: 0:01:09 time: 0.109 data_time: 0.002 memory: 1723 2022/06/26 10:49:47 - mmengine - INFO - Epoch(val) [81][140/310] eta: 0:00:22 time: 0.107 data_time: 0.006 memory: 1723 2022/06/26 10:49:51 - mmengine - INFO - Epoch(val) [81][160/310] eta: 0:00:15 time: 0.108 data_time: 0.001 memory: 1723 2022/06/26 10:49:58 - mmengine - INFO - Epoch(val) [81][180/310] eta: 0:00:45 time: 0.228 data_time: 0.127 memory: 1723 2022/06/26 10:50:03 - mmengine - INFO - Epoch(val) [81][200/310] eta: 0:00:40 time: 0.106 data_time: 0.002 memory: 1723 2022/06/26 10:50:08 - mmengine - INFO - Epoch(val) [81][220/310] eta: 0:00:15 time: 0.107 data_time: 0.001 memory: 1723 2022/06/26 10:50:13 - mmengine - INFO - Epoch(val) [81][240/310] eta: 0:00:07 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 10:50:20 - mmengine - INFO - Epoch(val) [81][260/310] eta: 0:00:17 time: 0.115 data_time: 0.008 memory: 1723 2022/06/26 10:50:24 - mmengine - INFO - Epoch(val) [81][280/310] eta: 0:00:09 time: 0.120 data_time: 0.002 memory: 1723 2022/06/26 10:50:26 - mmengine - INFO - Epoch(val) [81][300/310] eta: 0:00:01 time: 0.102 data_time: 0.001 memory: 1723 2022/06/26 10:50:28 - mmengine - INFO - Epoch(val) [81][310/310] acc/top1: 0.5098 acc/top5: 0.7562 acc/mean1: 0.5098 2022/06/26 10:50:38 - mmengine - INFO - Epoch(train) [82][20/3757] lr: 5.782e-03 eta: 1 day, 3:09:42 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 6.4508 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6934 loss: 2.6934 2022/06/26 10:50:43 - mmengine - INFO - Epoch(train) [82][40/3757] lr: 5.782e-03 eta: 1 day, 3:09:37 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 7.0716 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7913 loss: 2.7913 2022/06/26 10:50:49 - mmengine - INFO - Epoch(train) [82][60/3757] lr: 5.782e-03 eta: 1 day, 3:09:32 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 6.1904 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.5525 loss: 2.5525 2022/06/26 10:50:54 - mmengine - INFO - Epoch(train) [82][80/3757] lr: 5.782e-03 eta: 1 day, 3:09:27 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 6.6139 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5612 loss: 2.5612 2022/06/26 10:50:59 - mmengine - INFO - Epoch(train) [82][100/3757] lr: 5.782e-03 eta: 1 day, 3:09:21 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 7.0050 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.8823 loss: 2.8823 2022/06/26 10:51:05 - mmengine - INFO - Epoch(train) [82][120/3757] lr: 5.782e-03 eta: 1 day, 3:09:16 time: 0.510 data_time: 0.015 memory: 5036 grad_norm: 6.7042 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5460 loss: 2.5460 2022/06/26 10:51:10 - mmengine - INFO - Epoch(train) [82][140/3757] lr: 5.782e-03 eta: 1 day, 3:09:11 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 5.6960 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0504 loss: 2.0504 2022/06/26 10:51:15 - mmengine - INFO - Epoch(train) [82][160/3757] lr: 5.782e-03 eta: 1 day, 3:09:06 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 7.5756 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6171 loss: 2.6171 2022/06/26 10:51:21 - mmengine - INFO - Epoch(train) [82][180/3757] lr: 5.782e-03 eta: 1 day, 3:09:01 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 6.7812 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6454 loss: 2.6454 2022/06/26 10:51:26 - mmengine - INFO - Epoch(train) [82][200/3757] lr: 5.782e-03 eta: 1 day, 3:08:55 time: 0.253 data_time: 0.014 memory: 5036 grad_norm: 7.2626 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4442 loss: 2.4442 2022/06/26 10:51:31 - mmengine - INFO - Epoch(train) [82][220/3757] lr: 5.782e-03 eta: 1 day, 3:08:50 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 6.8517 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.8415 loss: 1.8415 2022/06/26 10:51:36 - mmengine - INFO - Epoch(train) [82][240/3757] lr: 5.782e-03 eta: 1 day, 3:08:45 time: 0.251 data_time: 0.009 memory: 5036 grad_norm: 7.0164 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4023 loss: 2.4023 2022/06/26 10:51:41 - mmengine - INFO - Epoch(train) [82][260/3757] lr: 5.782e-03 eta: 1 day, 3:08:39 time: 0.254 data_time: 0.005 memory: 5036 grad_norm: 7.4233 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.3343 loss: 2.3343 2022/06/26 10:51:47 - mmengine - INFO - Epoch(train) [82][280/3757] lr: 5.782e-03 eta: 1 day, 3:08:34 time: 0.248 data_time: 0.008 memory: 5036 grad_norm: 6.4484 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.5679 loss: 2.5679 2022/06/26 10:51:52 - mmengine - INFO - Epoch(train) [82][300/3757] lr: 5.782e-03 eta: 1 day, 3:08:29 time: 0.247 data_time: 0.009 memory: 5036 grad_norm: 7.7859 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.3744 loss: 2.3744 2022/06/26 10:51:57 - mmengine - INFO - Epoch(train) [82][320/3757] lr: 5.782e-03 eta: 1 day, 3:08:23 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 6.9077 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7368 loss: 2.7368 2022/06/26 10:52:02 - mmengine - INFO - Epoch(train) [82][340/3757] lr: 5.782e-03 eta: 1 day, 3:08:18 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 7.7005 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.9160 loss: 2.9160 2022/06/26 10:52:07 - mmengine - INFO - Epoch(train) [82][360/3757] lr: 5.782e-03 eta: 1 day, 3:08:13 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 6.8024 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4079 loss: 2.4079 2022/06/26 10:52:13 - mmengine - INFO - Epoch(train) [82][380/3757] lr: 5.782e-03 eta: 1 day, 3:08:07 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 7.1651 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5153 loss: 2.5153 2022/06/26 10:52:18 - mmengine - INFO - Epoch(train) [82][400/3757] lr: 5.782e-03 eta: 1 day, 3:08:02 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 7.2331 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5079 loss: 2.5079 2022/06/26 10:52:23 - mmengine - INFO - Epoch(train) [82][420/3757] lr: 5.782e-03 eta: 1 day, 3:07:57 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 7.3105 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8609 loss: 2.8609 2022/06/26 10:52:28 - mmengine - INFO - Epoch(train) [82][440/3757] lr: 5.782e-03 eta: 1 day, 3:07:51 time: 0.264 data_time: 0.021 memory: 5036 grad_norm: 6.6490 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5627 loss: 2.5627 2022/06/26 10:52:34 - mmengine - INFO - Epoch(train) [82][460/3757] lr: 5.782e-03 eta: 1 day, 3:07:46 time: 0.261 data_time: 0.011 memory: 5036 grad_norm: 7.3839 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.2864 loss: 2.2864 2022/06/26 10:52:39 - mmengine - INFO - Epoch(train) [82][480/3757] lr: 5.782e-03 eta: 1 day, 3:07:41 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 6.3290 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5008 loss: 2.5008 2022/06/26 10:52:45 - mmengine - INFO - Epoch(train) [82][500/3757] lr: 5.782e-03 eta: 1 day, 3:07:36 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.0885 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4301 loss: 2.4301 2022/06/26 10:52:50 - mmengine - INFO - Epoch(train) [82][520/3757] lr: 5.782e-03 eta: 1 day, 3:07:31 time: 0.250 data_time: 0.011 memory: 5036 grad_norm: 6.3281 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1830 loss: 2.1830 2022/06/26 10:52:55 - mmengine - INFO - Epoch(train) [82][540/3757] lr: 5.782e-03 eta: 1 day, 3:07:26 time: 0.255 data_time: 0.016 memory: 5036 grad_norm: 5.8749 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.4367 loss: 2.4367 2022/06/26 10:53:00 - mmengine - INFO - Epoch(train) [82][560/3757] lr: 5.782e-03 eta: 1 day, 3:07:20 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 7.9193 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4767 loss: 2.4767 2022/06/26 10:53:06 - mmengine - INFO - Epoch(train) [82][580/3757] lr: 5.782e-03 eta: 1 day, 3:07:15 time: 0.260 data_time: 0.004 memory: 5036 grad_norm: 7.5633 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3140 loss: 2.3140 2022/06/26 10:53:11 - mmengine - INFO - Epoch(train) [82][600/3757] lr: 5.782e-03 eta: 1 day, 3:07:10 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 6.0417 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2753 loss: 2.2753 2022/06/26 10:53:16 - mmengine - INFO - Epoch(train) [82][620/3757] lr: 5.782e-03 eta: 1 day, 3:07:04 time: 0.249 data_time: 0.009 memory: 5036 grad_norm: 7.3298 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.3678 loss: 2.3678 2022/06/26 10:53:21 - mmengine - INFO - Epoch(train) [82][640/3757] lr: 5.782e-03 eta: 1 day, 3:06:59 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 6.9718 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.4633 loss: 2.4633 2022/06/26 10:53:27 - mmengine - INFO - Epoch(train) [82][660/3757] lr: 5.782e-03 eta: 1 day, 3:06:54 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 7.0569 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2117 loss: 2.2117 2022/06/26 10:53:32 - mmengine - INFO - Epoch(train) [82][680/3757] lr: 5.782e-03 eta: 1 day, 3:06:49 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 6.1626 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9732 loss: 1.9732 2022/06/26 10:53:33 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 10:53:37 - mmengine - INFO - Epoch(train) [82][700/3757] lr: 5.782e-03 eta: 1 day, 3:06:43 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 5.4692 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4148 loss: 2.4148 2022/06/26 10:53:42 - mmengine - INFO - Epoch(train) [82][720/3757] lr: 5.782e-03 eta: 1 day, 3:06:38 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 6.2650 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6275 loss: 2.6275 2022/06/26 10:53:48 - mmengine - INFO - Epoch(train) [82][740/3757] lr: 5.782e-03 eta: 1 day, 3:06:33 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 6.6277 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8376 loss: 2.8376 2022/06/26 10:53:53 - mmengine - INFO - Epoch(train) [82][760/3757] lr: 5.782e-03 eta: 1 day, 3:06:28 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 7.1187 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0038 loss: 2.0038 2022/06/26 10:53:58 - mmengine - INFO - Epoch(train) [82][780/3757] lr: 5.782e-03 eta: 1 day, 3:06:22 time: 0.264 data_time: 0.002 memory: 5036 grad_norm: 6.5066 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2913 loss: 2.2913 2022/06/26 10:54:04 - mmengine - INFO - Epoch(train) [82][800/3757] lr: 5.782e-03 eta: 1 day, 3:06:17 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 6.5142 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6969 loss: 2.6969 2022/06/26 10:54:09 - mmengine - INFO - Epoch(train) [82][820/3757] lr: 5.782e-03 eta: 1 day, 3:06:12 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 6.9700 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1878 loss: 2.1878 2022/06/26 10:54:14 - mmengine - INFO - Epoch(train) [82][840/3757] lr: 5.782e-03 eta: 1 day, 3:06:06 time: 0.263 data_time: 0.014 memory: 5036 grad_norm: 7.5149 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4255 loss: 2.4255 2022/06/26 10:54:19 - mmengine - INFO - Epoch(train) [82][860/3757] lr: 5.782e-03 eta: 1 day, 3:06:01 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 7.8006 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.4417 loss: 2.4417 2022/06/26 10:54:24 - mmengine - INFO - Epoch(train) [82][880/3757] lr: 5.782e-03 eta: 1 day, 3:05:56 time: 0.251 data_time: 0.007 memory: 5036 grad_norm: 5.6639 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1794 loss: 2.1794 2022/06/26 10:54:30 - mmengine - INFO - Epoch(train) [82][900/3757] lr: 5.782e-03 eta: 1 day, 3:05:50 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 7.1664 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0602 loss: 2.0602 2022/06/26 10:54:35 - mmengine - INFO - Epoch(train) [82][920/3757] lr: 5.782e-03 eta: 1 day, 3:05:45 time: 0.258 data_time: 0.014 memory: 5036 grad_norm: 6.9562 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4775 loss: 2.4775 2022/06/26 10:54:40 - mmengine - INFO - Epoch(train) [82][940/3757] lr: 5.782e-03 eta: 1 day, 3:05:40 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 7.1712 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5203 loss: 2.5203 2022/06/26 10:54:46 - mmengine - INFO - Epoch(train) [82][960/3757] lr: 5.782e-03 eta: 1 day, 3:05:35 time: 0.294 data_time: 0.003 memory: 5036 grad_norm: 7.8666 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.3526 loss: 2.3526 2022/06/26 10:54:51 - mmengine - INFO - Epoch(train) [82][980/3757] lr: 5.782e-03 eta: 1 day, 3:05:29 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 6.2909 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4539 loss: 2.4539 2022/06/26 10:54:56 - mmengine - INFO - Epoch(train) [82][1000/3757] lr: 5.782e-03 eta: 1 day, 3:05:24 time: 0.256 data_time: 0.008 memory: 5036 grad_norm: 6.2780 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.8762 loss: 2.8762 2022/06/26 10:55:01 - mmengine - INFO - Epoch(train) [82][1020/3757] lr: 5.782e-03 eta: 1 day, 3:05:19 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 7.4456 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.0835 loss: 2.0835 2022/06/26 10:55:06 - mmengine - INFO - Epoch(train) [82][1040/3757] lr: 5.782e-03 eta: 1 day, 3:05:13 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 6.5598 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0784 loss: 2.0784 2022/06/26 10:55:12 - mmengine - INFO - Epoch(train) [82][1060/3757] lr: 5.782e-03 eta: 1 day, 3:05:08 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 7.3014 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.5710 loss: 2.5710 2022/06/26 10:55:17 - mmengine - INFO - Epoch(train) [82][1080/3757] lr: 5.782e-03 eta: 1 day, 3:05:03 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 6.7434 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.5601 loss: 2.5601 2022/06/26 10:55:22 - mmengine - INFO - Epoch(train) [82][1100/3757] lr: 5.782e-03 eta: 1 day, 3:04:57 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 7.2316 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.2535 loss: 2.2535 2022/06/26 10:55:27 - mmengine - INFO - Epoch(train) [82][1120/3757] lr: 5.782e-03 eta: 1 day, 3:04:52 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 7.2750 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.3995 loss: 2.3995 2022/06/26 10:55:32 - mmengine - INFO - Epoch(train) [82][1140/3757] lr: 5.782e-03 eta: 1 day, 3:04:47 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 6.7772 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6516 loss: 2.6516 2022/06/26 10:55:38 - mmengine - INFO - Epoch(train) [82][1160/3757] lr: 5.782e-03 eta: 1 day, 3:04:41 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 7.9746 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.8204 loss: 2.8204 2022/06/26 10:55:43 - mmengine - INFO - Epoch(train) [82][1180/3757] lr: 5.782e-03 eta: 1 day, 3:04:36 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 7.2634 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1911 loss: 2.1911 2022/06/26 10:55:48 - mmengine - INFO - Epoch(train) [82][1200/3757] lr: 5.782e-03 eta: 1 day, 3:04:30 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 7.0682 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4533 loss: 2.4533 2022/06/26 10:55:53 - mmengine - INFO - Epoch(train) [82][1220/3757] lr: 5.782e-03 eta: 1 day, 3:04:25 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 7.0994 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8105 loss: 2.8105 2022/06/26 10:55:58 - mmengine - INFO - Epoch(train) [82][1240/3757] lr: 5.782e-03 eta: 1 day, 3:04:20 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 6.4382 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.7029 loss: 2.7029 2022/06/26 10:56:04 - mmengine - INFO - Epoch(train) [82][1260/3757] lr: 5.782e-03 eta: 1 day, 3:04:14 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 6.4911 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8106 loss: 2.8106 2022/06/26 10:56:09 - mmengine - INFO - Epoch(train) [82][1280/3757] lr: 5.782e-03 eta: 1 day, 3:04:09 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 6.4775 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.3777 loss: 2.3777 2022/06/26 10:56:14 - mmengine - INFO - Epoch(train) [82][1300/3757] lr: 5.782e-03 eta: 1 day, 3:04:04 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 6.7394 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.7429 loss: 2.7429 2022/06/26 10:56:19 - mmengine - INFO - Epoch(train) [82][1320/3757] lr: 5.782e-03 eta: 1 day, 3:03:59 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 6.3769 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.6487 loss: 2.6487 2022/06/26 10:56:25 - mmengine - INFO - Epoch(train) [82][1340/3757] lr: 5.782e-03 eta: 1 day, 3:03:53 time: 0.256 data_time: 0.011 memory: 5036 grad_norm: 7.3340 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.7803 loss: 2.7803 2022/06/26 10:56:30 - mmengine - INFO - Epoch(train) [82][1360/3757] lr: 5.782e-03 eta: 1 day, 3:03:48 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 7.1416 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.4540 loss: 2.4540 2022/06/26 10:56:35 - mmengine - INFO - Epoch(train) [82][1380/3757] lr: 5.782e-03 eta: 1 day, 3:03:43 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 6.5266 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8375 loss: 2.8375 2022/06/26 10:56:41 - mmengine - INFO - Epoch(train) [82][1400/3757] lr: 5.782e-03 eta: 1 day, 3:03:38 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.4191 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.2629 loss: 2.2629 2022/06/26 10:56:46 - mmengine - INFO - Epoch(train) [82][1420/3757] lr: 5.782e-03 eta: 1 day, 3:03:33 time: 0.255 data_time: 0.014 memory: 5036 grad_norm: 7.9080 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7825 loss: 2.7825 2022/06/26 10:56:51 - mmengine - INFO - Epoch(train) [82][1440/3757] lr: 5.782e-03 eta: 1 day, 3:03:27 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 7.0403 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.7355 loss: 2.7355 2022/06/26 10:56:57 - mmengine - INFO - Epoch(train) [82][1460/3757] lr: 5.782e-03 eta: 1 day, 3:03:22 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 7.2207 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.6651 loss: 2.6651 2022/06/26 10:57:02 - mmengine - INFO - Epoch(train) [82][1480/3757] lr: 5.782e-03 eta: 1 day, 3:03:17 time: 0.244 data_time: 0.003 memory: 5036 grad_norm: 5.7193 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.5689 loss: 2.5689 2022/06/26 10:57:07 - mmengine - INFO - Epoch(train) [82][1500/3757] lr: 5.782e-03 eta: 1 day, 3:03:12 time: 0.260 data_time: 0.013 memory: 5036 grad_norm: 7.3561 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.9816 loss: 2.9816 2022/06/26 10:57:12 - mmengine - INFO - Epoch(train) [82][1520/3757] lr: 5.782e-03 eta: 1 day, 3:03:06 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 6.9639 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3196 loss: 2.3196 2022/06/26 10:57:18 - mmengine - INFO - Epoch(train) [82][1540/3757] lr: 5.782e-03 eta: 1 day, 3:03:01 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 7.6629 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.4794 loss: 2.4794 2022/06/26 10:57:23 - mmengine - INFO - Epoch(train) [82][1560/3757] lr: 5.782e-03 eta: 1 day, 3:02:56 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 7.0557 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.0109 loss: 2.0109 2022/06/26 10:57:28 - mmengine - INFO - Epoch(train) [82][1580/3757] lr: 5.782e-03 eta: 1 day, 3:02:50 time: 0.250 data_time: 0.009 memory: 5036 grad_norm: 6.1159 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6596 loss: 1.6596 2022/06/26 10:57:33 - mmengine - INFO - Epoch(train) [82][1600/3757] lr: 5.782e-03 eta: 1 day, 3:02:45 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 6.2464 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.3309 loss: 2.3309 2022/06/26 10:57:39 - mmengine - INFO - Epoch(train) [82][1620/3757] lr: 5.782e-03 eta: 1 day, 3:02:40 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 7.0835 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.4301 loss: 2.4301 2022/06/26 10:57:44 - mmengine - INFO - Epoch(train) [82][1640/3757] lr: 5.782e-03 eta: 1 day, 3:02:34 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 6.2974 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6458 loss: 2.6458 2022/06/26 10:57:49 - mmengine - INFO - Epoch(train) [82][1660/3757] lr: 5.782e-03 eta: 1 day, 3:02:29 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 6.0502 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.3399 loss: 2.3399 2022/06/26 10:57:54 - mmengine - INFO - Epoch(train) [82][1680/3757] lr: 5.782e-03 eta: 1 day, 3:02:24 time: 0.255 data_time: 0.008 memory: 5036 grad_norm: 8.4525 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3974 loss: 2.3974 2022/06/26 10:57:55 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 10:58:00 - mmengine - INFO - Epoch(train) [82][1700/3757] lr: 5.782e-03 eta: 1 day, 3:02:19 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 6.1003 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3075 loss: 2.3075 2022/06/26 10:58:05 - mmengine - INFO - Epoch(train) [82][1720/3757] lr: 5.782e-03 eta: 1 day, 3:02:13 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 7.0303 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6064 loss: 2.6064 2022/06/26 10:58:10 - mmengine - INFO - Epoch(train) [82][1740/3757] lr: 5.782e-03 eta: 1 day, 3:02:08 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 7.7690 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6607 loss: 2.6607 2022/06/26 10:58:15 - mmengine - INFO - Epoch(train) [82][1760/3757] lr: 5.782e-03 eta: 1 day, 3:02:03 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 6.5541 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2866 loss: 2.2866 2022/06/26 10:58:20 - mmengine - INFO - Epoch(train) [82][1780/3757] lr: 5.782e-03 eta: 1 day, 3:01:57 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 7.2607 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4151 loss: 2.4151 2022/06/26 10:58:26 - mmengine - INFO - Epoch(train) [82][1800/3757] lr: 5.782e-03 eta: 1 day, 3:01:52 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 6.5230 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.1774 loss: 2.1774 2022/06/26 10:58:31 - mmengine - INFO - Epoch(train) [82][1820/3757] lr: 5.782e-03 eta: 1 day, 3:01:47 time: 0.255 data_time: 0.010 memory: 5036 grad_norm: 7.6734 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7415 loss: 2.7415 2022/06/26 10:58:36 - mmengine - INFO - Epoch(train) [82][1840/3757] lr: 5.782e-03 eta: 1 day, 3:01:41 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 7.6466 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.2844 loss: 2.2844 2022/06/26 10:58:41 - mmengine - INFO - Epoch(train) [82][1860/3757] lr: 5.782e-03 eta: 1 day, 3:01:36 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 6.9636 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5697 loss: 2.5697 2022/06/26 10:58:46 - mmengine - INFO - Epoch(train) [82][1880/3757] lr: 5.782e-03 eta: 1 day, 3:01:30 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 6.4317 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.7073 loss: 2.7073 2022/06/26 10:58:51 - mmengine - INFO - Epoch(train) [82][1900/3757] lr: 5.782e-03 eta: 1 day, 3:01:25 time: 0.266 data_time: 0.011 memory: 5036 grad_norm: 6.7512 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1494 loss: 2.1494 2022/06/26 10:58:57 - mmengine - INFO - Epoch(train) [82][1920/3757] lr: 5.782e-03 eta: 1 day, 3:01:20 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 6.8395 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.7506 loss: 2.7506 2022/06/26 10:59:02 - mmengine - INFO - Epoch(train) [82][1940/3757] lr: 5.782e-03 eta: 1 day, 3:01:14 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 7.5982 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.2867 loss: 2.2867 2022/06/26 10:59:07 - mmengine - INFO - Epoch(train) [82][1960/3757] lr: 5.782e-03 eta: 1 day, 3:01:09 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 6.8934 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6776 loss: 2.6776 2022/06/26 10:59:12 - mmengine - INFO - Epoch(train) [82][1980/3757] lr: 5.782e-03 eta: 1 day, 3:01:04 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 5.9422 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3700 loss: 2.3700 2022/06/26 10:59:17 - mmengine - INFO - Epoch(train) [82][2000/3757] lr: 5.782e-03 eta: 1 day, 3:00:58 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 8.6598 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.0575 loss: 2.0575 2022/06/26 10:59:23 - mmengine - INFO - Epoch(train) [82][2020/3757] lr: 5.782e-03 eta: 1 day, 3:00:53 time: 0.251 data_time: 0.004 memory: 5036 grad_norm: 7.1155 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.4907 loss: 2.4907 2022/06/26 10:59:28 - mmengine - INFO - Epoch(train) [82][2040/3757] lr: 5.782e-03 eta: 1 day, 3:00:48 time: 0.267 data_time: 0.003 memory: 5036 grad_norm: 8.4115 top1_acc: 0.0000 top5_acc: 0.6250 loss_cls: 2.8445 loss: 2.8445 2022/06/26 10:59:33 - mmengine - INFO - Epoch(train) [82][2060/3757] lr: 5.782e-03 eta: 1 day, 3:00:43 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 7.4238 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7861 loss: 2.7861 2022/06/26 10:59:39 - mmengine - INFO - Epoch(train) [82][2080/3757] lr: 5.782e-03 eta: 1 day, 3:00:38 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 7.4009 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3521 loss: 2.3521 2022/06/26 10:59:44 - mmengine - INFO - Epoch(train) [82][2100/3757] lr: 5.782e-03 eta: 1 day, 3:00:32 time: 0.270 data_time: 0.003 memory: 5036 grad_norm: 7.6508 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.6181 loss: 2.6181 2022/06/26 10:59:49 - mmengine - INFO - Epoch(train) [82][2120/3757] lr: 5.782e-03 eta: 1 day, 3:00:27 time: 0.275 data_time: 0.003 memory: 5036 grad_norm: 6.8747 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.1232 loss: 2.1232 2022/06/26 10:59:55 - mmengine - INFO - Epoch(train) [82][2140/3757] lr: 5.782e-03 eta: 1 day, 3:00:22 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 7.3054 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3346 loss: 2.3346 2022/06/26 11:00:00 - mmengine - INFO - Epoch(train) [82][2160/3757] lr: 5.782e-03 eta: 1 day, 3:00:16 time: 0.247 data_time: 0.004 memory: 5036 grad_norm: 6.3485 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3766 loss: 2.3766 2022/06/26 11:00:05 - mmengine - INFO - Epoch(train) [82][2180/3757] lr: 5.782e-03 eta: 1 day, 3:00:11 time: 0.261 data_time: 0.009 memory: 5036 grad_norm: 8.7400 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1243 loss: 2.1243 2022/06/26 11:00:10 - mmengine - INFO - Epoch(train) [82][2200/3757] lr: 5.782e-03 eta: 1 day, 3:00:06 time: 0.257 data_time: 0.008 memory: 5036 grad_norm: 8.1317 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4361 loss: 2.4361 2022/06/26 11:00:16 - mmengine - INFO - Epoch(train) [82][2220/3757] lr: 5.782e-03 eta: 1 day, 3:00:01 time: 0.541 data_time: 0.003 memory: 5036 grad_norm: 6.7435 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.3782 loss: 2.3782 2022/06/26 11:00:21 - mmengine - INFO - Epoch(train) [82][2240/3757] lr: 5.782e-03 eta: 1 day, 2:59:55 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 7.8880 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5465 loss: 2.5465 2022/06/26 11:00:26 - mmengine - INFO - Epoch(train) [82][2260/3757] lr: 5.782e-03 eta: 1 day, 2:59:50 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 6.1828 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5664 loss: 2.5664 2022/06/26 11:00:31 - mmengine - INFO - Epoch(train) [82][2280/3757] lr: 5.782e-03 eta: 1 day, 2:59:45 time: 0.259 data_time: 0.009 memory: 5036 grad_norm: 8.0675 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6633 loss: 2.6633 2022/06/26 11:00:37 - mmengine - INFO - Epoch(train) [82][2300/3757] lr: 5.782e-03 eta: 1 day, 2:59:39 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.4208 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6712 loss: 2.6712 2022/06/26 11:00:42 - mmengine - INFO - Epoch(train) [82][2320/3757] lr: 5.782e-03 eta: 1 day, 2:59:34 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 7.0920 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4530 loss: 2.4530 2022/06/26 11:00:47 - mmengine - INFO - Epoch(train) [82][2340/3757] lr: 5.782e-03 eta: 1 day, 2:59:29 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 6.3466 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5489 loss: 2.5489 2022/06/26 11:00:52 - mmengine - INFO - Epoch(train) [82][2360/3757] lr: 5.782e-03 eta: 1 day, 2:59:23 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 7.2342 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.2904 loss: 2.2904 2022/06/26 11:00:57 - mmengine - INFO - Epoch(train) [82][2380/3757] lr: 5.782e-03 eta: 1 day, 2:59:18 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 7.2725 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7441 loss: 2.7441 2022/06/26 11:01:03 - mmengine - INFO - Epoch(train) [82][2400/3757] lr: 5.782e-03 eta: 1 day, 2:59:13 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 6.9346 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1159 loss: 2.1159 2022/06/26 11:01:08 - mmengine - INFO - Epoch(train) [82][2420/3757] lr: 5.782e-03 eta: 1 day, 2:59:07 time: 0.249 data_time: 0.005 memory: 5036 grad_norm: 7.7963 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.2867 loss: 2.2867 2022/06/26 11:01:13 - mmengine - INFO - Epoch(train) [82][2440/3757] lr: 5.782e-03 eta: 1 day, 2:59:02 time: 0.256 data_time: 0.012 memory: 5036 grad_norm: 6.9696 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.6373 loss: 2.6373 2022/06/26 11:01:18 - mmengine - INFO - Epoch(train) [82][2460/3757] lr: 5.782e-03 eta: 1 day, 2:58:57 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 7.3115 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3645 loss: 2.3645 2022/06/26 11:01:23 - mmengine - INFO - Epoch(train) [82][2480/3757] lr: 5.782e-03 eta: 1 day, 2:58:51 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 7.0381 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9422 loss: 2.9422 2022/06/26 11:01:29 - mmengine - INFO - Epoch(train) [82][2500/3757] lr: 5.782e-03 eta: 1 day, 2:58:46 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 5.3819 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3513 loss: 2.3513 2022/06/26 11:01:34 - mmengine - INFO - Epoch(train) [82][2520/3757] lr: 5.782e-03 eta: 1 day, 2:58:41 time: 0.248 data_time: 0.011 memory: 5036 grad_norm: 7.3440 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.4402 loss: 2.4402 2022/06/26 11:01:39 - mmengine - INFO - Epoch(train) [82][2540/3757] lr: 5.782e-03 eta: 1 day, 2:58:35 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 7.7948 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.6939 loss: 2.6939 2022/06/26 11:01:44 - mmengine - INFO - Epoch(train) [82][2560/3757] lr: 5.782e-03 eta: 1 day, 2:58:30 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 7.0747 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.3526 loss: 2.3526 2022/06/26 11:01:49 - mmengine - INFO - Epoch(train) [82][2580/3757] lr: 5.782e-03 eta: 1 day, 2:58:25 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 6.4722 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.2684 loss: 2.2684 2022/06/26 11:01:55 - mmengine - INFO - Epoch(train) [82][2600/3757] lr: 5.782e-03 eta: 1 day, 2:58:19 time: 0.259 data_time: 0.017 memory: 5036 grad_norm: 7.4103 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.7576 loss: 2.7576 2022/06/26 11:02:00 - mmengine - INFO - Epoch(train) [82][2620/3757] lr: 5.782e-03 eta: 1 day, 2:58:14 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 7.4128 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 3.6027 loss: 3.6027 2022/06/26 11:02:05 - mmengine - INFO - Epoch(train) [82][2640/3757] lr: 5.782e-03 eta: 1 day, 2:58:09 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 6.1842 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.6109 loss: 2.6109 2022/06/26 11:02:11 - mmengine - INFO - Epoch(train) [82][2660/3757] lr: 5.782e-03 eta: 1 day, 2:58:04 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 7.1266 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5422 loss: 2.5422 2022/06/26 11:02:16 - mmengine - INFO - Epoch(train) [82][2680/3757] lr: 5.782e-03 eta: 1 day, 2:57:58 time: 0.359 data_time: 0.016 memory: 5036 grad_norm: 6.4650 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.7252 loss: 2.7252 2022/06/26 11:02:17 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 11:02:21 - mmengine - INFO - Epoch(train) [82][2700/3757] lr: 5.782e-03 eta: 1 day, 2:57:53 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 7.2997 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.5674 loss: 2.5674 2022/06/26 11:02:26 - mmengine - INFO - Epoch(train) [82][2720/3757] lr: 5.782e-03 eta: 1 day, 2:57:48 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 7.1197 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.4330 loss: 2.4330 2022/06/26 11:02:32 - mmengine - INFO - Epoch(train) [82][2740/3757] lr: 5.782e-03 eta: 1 day, 2:57:43 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.4805 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7008 loss: 2.7008 2022/06/26 11:02:37 - mmengine - INFO - Epoch(train) [82][2760/3757] lr: 5.782e-03 eta: 1 day, 2:57:37 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 7.4449 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.2907 loss: 2.2907 2022/06/26 11:02:42 - mmengine - INFO - Epoch(train) [82][2780/3757] lr: 5.782e-03 eta: 1 day, 2:57:32 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.0453 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.4992 loss: 2.4992 2022/06/26 11:02:48 - mmengine - INFO - Epoch(train) [82][2800/3757] lr: 5.782e-03 eta: 1 day, 2:57:27 time: 0.270 data_time: 0.003 memory: 5036 grad_norm: 6.2969 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.3628 loss: 2.3628 2022/06/26 11:02:53 - mmengine - INFO - Epoch(train) [82][2820/3757] lr: 5.782e-03 eta: 1 day, 2:57:22 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 6.0743 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2937 loss: 2.2937 2022/06/26 11:02:58 - mmengine - INFO - Epoch(train) [82][2840/3757] lr: 5.782e-03 eta: 1 day, 2:57:16 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.6254 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4872 loss: 2.4872 2022/06/26 11:03:03 - mmengine - INFO - Epoch(train) [82][2860/3757] lr: 5.782e-03 eta: 1 day, 2:57:11 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 7.7041 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4475 loss: 2.4475 2022/06/26 11:03:09 - mmengine - INFO - Epoch(train) [82][2880/3757] lr: 5.782e-03 eta: 1 day, 2:57:06 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 6.4823 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.1235 loss: 2.1235 2022/06/26 11:03:14 - mmengine - INFO - Epoch(train) [82][2900/3757] lr: 5.782e-03 eta: 1 day, 2:57:01 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.9014 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1667 loss: 2.1667 2022/06/26 11:03:19 - mmengine - INFO - Epoch(train) [82][2920/3757] lr: 5.782e-03 eta: 1 day, 2:56:55 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 6.0356 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.7072 loss: 2.7072 2022/06/26 11:03:25 - mmengine - INFO - Epoch(train) [82][2940/3757] lr: 5.782e-03 eta: 1 day, 2:56:50 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 5.6211 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3600 loss: 2.3600 2022/06/26 11:03:30 - mmengine - INFO - Epoch(train) [82][2960/3757] lr: 5.782e-03 eta: 1 day, 2:56:45 time: 0.248 data_time: 0.004 memory: 5036 grad_norm: 6.4075 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5847 loss: 2.5847 2022/06/26 11:03:35 - mmengine - INFO - Epoch(train) [82][2980/3757] lr: 5.782e-03 eta: 1 day, 2:56:40 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 7.0492 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.5892 loss: 2.5892 2022/06/26 11:03:41 - mmengine - INFO - Epoch(train) [82][3000/3757] lr: 5.782e-03 eta: 1 day, 2:56:35 time: 0.273 data_time: 0.011 memory: 5036 grad_norm: 7.1058 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4171 loss: 2.4171 2022/06/26 11:03:46 - mmengine - INFO - Epoch(train) [82][3020/3757] lr: 5.782e-03 eta: 1 day, 2:56:29 time: 0.295 data_time: 0.006 memory: 5036 grad_norm: 6.4466 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3001 loss: 2.3001 2022/06/26 11:03:51 - mmengine - INFO - Epoch(train) [82][3040/3757] lr: 5.782e-03 eta: 1 day, 2:56:24 time: 0.261 data_time: 0.009 memory: 5036 grad_norm: 7.2567 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.6710 loss: 2.6710 2022/06/26 11:03:56 - mmengine - INFO - Epoch(train) [82][3060/3757] lr: 5.782e-03 eta: 1 day, 2:56:19 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 6.4781 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.7934 loss: 2.7934 2022/06/26 11:04:01 - mmengine - INFO - Epoch(train) [82][3080/3757] lr: 5.782e-03 eta: 1 day, 2:56:13 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 7.2458 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5235 loss: 2.5235 2022/06/26 11:04:07 - mmengine - INFO - Epoch(train) [82][3100/3757] lr: 5.782e-03 eta: 1 day, 2:56:08 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 6.7228 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5375 loss: 2.5375 2022/06/26 11:04:12 - mmengine - INFO - Epoch(train) [82][3120/3757] lr: 5.782e-03 eta: 1 day, 2:56:03 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 6.6402 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3478 loss: 2.3478 2022/06/26 11:04:17 - mmengine - INFO - Epoch(train) [82][3140/3757] lr: 5.782e-03 eta: 1 day, 2:55:57 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 6.6005 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0925 loss: 2.0925 2022/06/26 11:04:22 - mmengine - INFO - Epoch(train) [82][3160/3757] lr: 5.782e-03 eta: 1 day, 2:55:52 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 7.3114 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4456 loss: 2.4456 2022/06/26 11:04:28 - mmengine - INFO - Epoch(train) [82][3180/3757] lr: 5.782e-03 eta: 1 day, 2:55:47 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 7.1759 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.2032 loss: 2.2032 2022/06/26 11:04:33 - mmengine - INFO - Epoch(train) [82][3200/3757] lr: 5.782e-03 eta: 1 day, 2:55:41 time: 0.264 data_time: 0.014 memory: 5036 grad_norm: 7.0249 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.4233 loss: 2.4233 2022/06/26 11:04:38 - mmengine - INFO - Epoch(train) [82][3220/3757] lr: 5.782e-03 eta: 1 day, 2:55:36 time: 0.260 data_time: 0.018 memory: 5036 grad_norm: 6.5472 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2399 loss: 2.2399 2022/06/26 11:04:43 - mmengine - INFO - Epoch(train) [82][3240/3757] lr: 5.782e-03 eta: 1 day, 2:55:31 time: 0.247 data_time: 0.006 memory: 5036 grad_norm: 6.8054 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1630 loss: 2.1630 2022/06/26 11:04:48 - mmengine - INFO - Epoch(train) [82][3260/3757] lr: 5.782e-03 eta: 1 day, 2:55:25 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 7.3624 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7100 loss: 2.7100 2022/06/26 11:04:54 - mmengine - INFO - Epoch(train) [82][3280/3757] lr: 5.782e-03 eta: 1 day, 2:55:20 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 6.8250 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2855 loss: 2.2855 2022/06/26 11:04:59 - mmengine - INFO - Epoch(train) [82][3300/3757] lr: 5.782e-03 eta: 1 day, 2:55:15 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 7.6536 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.2094 loss: 2.2094 2022/06/26 11:05:04 - mmengine - INFO - Epoch(train) [82][3320/3757] lr: 5.782e-03 eta: 1 day, 2:55:09 time: 0.246 data_time: 0.006 memory: 5036 grad_norm: 5.7426 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1553 loss: 2.1553 2022/06/26 11:05:09 - mmengine - INFO - Epoch(train) [82][3340/3757] lr: 5.782e-03 eta: 1 day, 2:55:04 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 6.2658 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.5555 loss: 2.5555 2022/06/26 11:05:15 - mmengine - INFO - Epoch(train) [82][3360/3757] lr: 5.782e-03 eta: 1 day, 2:54:59 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 7.5061 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.2590 loss: 2.2590 2022/06/26 11:05:20 - mmengine - INFO - Epoch(train) [82][3380/3757] lr: 5.782e-03 eta: 1 day, 2:54:54 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 6.9347 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.7882 loss: 2.7882 2022/06/26 11:05:25 - mmengine - INFO - Epoch(train) [82][3400/3757] lr: 5.782e-03 eta: 1 day, 2:54:48 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 7.0289 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0659 loss: 2.0659 2022/06/26 11:05:30 - mmengine - INFO - Epoch(train) [82][3420/3757] lr: 5.782e-03 eta: 1 day, 2:54:43 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.4155 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.3978 loss: 2.3978 2022/06/26 11:05:35 - mmengine - INFO - Epoch(train) [82][3440/3757] lr: 5.782e-03 eta: 1 day, 2:54:38 time: 0.265 data_time: 0.006 memory: 5036 grad_norm: 6.9987 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6451 loss: 2.6451 2022/06/26 11:05:41 - mmengine - INFO - Epoch(train) [82][3460/3757] lr: 5.782e-03 eta: 1 day, 2:54:32 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 7.0966 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.6109 loss: 2.6109 2022/06/26 11:05:46 - mmengine - INFO - Epoch(train) [82][3480/3757] lr: 5.782e-03 eta: 1 day, 2:54:27 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 6.4679 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.5027 loss: 2.5027 2022/06/26 11:05:51 - mmengine - INFO - Epoch(train) [82][3500/3757] lr: 5.782e-03 eta: 1 day, 2:54:22 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.8466 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.1876 loss: 2.1876 2022/06/26 11:05:56 - mmengine - INFO - Epoch(train) [82][3520/3757] lr: 5.782e-03 eta: 1 day, 2:54:16 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 6.7357 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.8952 loss: 1.8952 2022/06/26 11:06:01 - mmengine - INFO - Epoch(train) [82][3540/3757] lr: 5.782e-03 eta: 1 day, 2:54:11 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 6.9304 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.8773 loss: 2.8773 2022/06/26 11:06:07 - mmengine - INFO - Epoch(train) [82][3560/3757] lr: 5.782e-03 eta: 1 day, 2:54:05 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 6.1190 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.2813 loss: 2.2813 2022/06/26 11:06:12 - mmengine - INFO - Epoch(train) [82][3580/3757] lr: 5.782e-03 eta: 1 day, 2:54:00 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 6.3261 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 2.5029 loss: 2.5029 2022/06/26 11:06:17 - mmengine - INFO - Epoch(train) [82][3600/3757] lr: 5.782e-03 eta: 1 day, 2:53:55 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 7.4009 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.3755 loss: 2.3755 2022/06/26 11:06:23 - mmengine - INFO - Epoch(train) [82][3620/3757] lr: 5.782e-03 eta: 1 day, 2:53:50 time: 0.263 data_time: 0.016 memory: 5036 grad_norm: 6.2871 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0743 loss: 2.0743 2022/06/26 11:06:28 - mmengine - INFO - Epoch(train) [82][3640/3757] lr: 5.782e-03 eta: 1 day, 2:53:45 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 6.6489 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8695 loss: 2.8695 2022/06/26 11:06:33 - mmengine - INFO - Epoch(train) [82][3660/3757] lr: 5.782e-03 eta: 1 day, 2:53:39 time: 0.258 data_time: 0.018 memory: 5036 grad_norm: 6.6180 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.8244 loss: 2.8244 2022/06/26 11:06:39 - mmengine - INFO - Epoch(train) [82][3680/3757] lr: 5.782e-03 eta: 1 day, 2:53:34 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 7.3036 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3129 loss: 2.3129 2022/06/26 11:06:39 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 11:06:44 - mmengine - INFO - Epoch(train) [82][3700/3757] lr: 5.782e-03 eta: 1 day, 2:53:29 time: 0.261 data_time: 0.012 memory: 5036 grad_norm: 7.1524 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3541 loss: 2.3541 2022/06/26 11:06:49 - mmengine - INFO - Epoch(train) [82][3720/3757] lr: 5.782e-03 eta: 1 day, 2:53:24 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 6.6737 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8934 loss: 2.8934 2022/06/26 11:06:54 - mmengine - INFO - Epoch(train) [82][3740/3757] lr: 5.782e-03 eta: 1 day, 2:53:18 time: 0.239 data_time: 0.006 memory: 5036 grad_norm: 6.6700 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.4747 loss: 2.4747 2022/06/26 11:06:59 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 11:06:59 - mmengine - INFO - Saving checkpoint at 82 epochs 2022/06/26 11:07:11 - mmengine - INFO - Epoch(val) [82][20/310] eta: 0:01:46 time: 0.103 data_time: 0.001 memory: 5036 2022/06/26 11:07:16 - mmengine - INFO - Epoch(val) [82][40/310] eta: 0:01:35 time: 0.114 data_time: 0.007 memory: 1723 2022/06/26 11:07:20 - mmengine - INFO - Epoch(val) [82][60/310] eta: 0:00:26 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 11:07:25 - mmengine - INFO - Epoch(val) [82][80/310] eta: 0:00:24 time: 0.112 data_time: 0.005 memory: 1723 2022/06/26 11:07:32 - mmengine - INFO - Epoch(val) [82][100/310] eta: 0:01:09 time: 0.104 data_time: 0.001 memory: 1723 2022/06/26 11:07:37 - mmengine - INFO - Epoch(val) [82][120/310] eta: 0:01:09 time: 0.114 data_time: 0.012 memory: 1723 2022/06/26 11:07:41 - mmengine - INFO - Epoch(val) [82][140/310] eta: 0:00:17 time: 0.103 data_time: 0.002 memory: 1723 2022/06/26 11:07:46 - mmengine - INFO - Epoch(val) [82][160/310] eta: 0:00:15 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 11:07:53 - mmengine - INFO - Epoch(val) [82][180/310] eta: 0:00:44 time: 0.112 data_time: 0.010 memory: 1723 2022/06/26 11:07:57 - mmengine - INFO - Epoch(val) [82][200/310] eta: 0:00:38 time: 0.109 data_time: 0.007 memory: 1723 2022/06/26 11:08:02 - mmengine - INFO - Epoch(val) [82][220/310] eta: 0:00:09 time: 0.103 data_time: 0.002 memory: 1723 2022/06/26 11:08:07 - mmengine - INFO - Epoch(val) [82][240/310] eta: 0:00:07 time: 0.109 data_time: 0.001 memory: 1723 2022/06/26 11:08:14 - mmengine - INFO - Epoch(val) [82][260/310] eta: 0:00:17 time: 0.103 data_time: 0.002 memory: 1723 2022/06/26 11:08:18 - mmengine - INFO - Epoch(val) [82][280/310] eta: 0:00:09 time: 0.109 data_time: 0.001 memory: 1723 2022/06/26 11:08:21 - mmengine - INFO - Epoch(val) [82][300/310] eta: 0:00:01 time: 0.097 data_time: 0.001 memory: 1723 2022/06/26 11:08:23 - mmengine - INFO - Epoch(val) [82][310/310] acc/top1: 0.5063 acc/top5: 0.7556 acc/mean1: 0.5061 2022/06/26 11:08:33 - mmengine - INFO - Epoch(train) [83][20/3757] lr: 5.696e-03 eta: 1 day, 2:53:12 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 7.6958 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7072 loss: 2.7072 2022/06/26 11:08:38 - mmengine - INFO - Epoch(train) [83][40/3757] lr: 5.696e-03 eta: 1 day, 2:53:07 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 8.0398 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.2604 loss: 2.2604 2022/06/26 11:08:43 - mmengine - INFO - Epoch(train) [83][60/3757] lr: 5.696e-03 eta: 1 day, 2:53:02 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 6.6068 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8599 loss: 1.8599 2022/06/26 11:08:49 - mmengine - INFO - Epoch(train) [83][80/3757] lr: 5.696e-03 eta: 1 day, 2:52:56 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 6.4953 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.4258 loss: 2.4258 2022/06/26 11:08:54 - mmengine - INFO - Epoch(train) [83][100/3757] lr: 5.696e-03 eta: 1 day, 2:52:51 time: 0.262 data_time: 0.004 memory: 5036 grad_norm: 7.0545 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.9313 loss: 2.9313 2022/06/26 11:08:59 - mmengine - INFO - Epoch(train) [83][120/3757] lr: 5.696e-03 eta: 1 day, 2:52:46 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 6.3101 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.5436 loss: 2.5436 2022/06/26 11:09:04 - mmengine - INFO - Epoch(train) [83][140/3757] lr: 5.696e-03 eta: 1 day, 2:52:41 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 5.7532 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.3484 loss: 2.3484 2022/06/26 11:09:10 - mmengine - INFO - Epoch(train) [83][160/3757] lr: 5.696e-03 eta: 1 day, 2:52:35 time: 0.247 data_time: 0.004 memory: 5036 grad_norm: 7.2658 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7673 loss: 2.7673 2022/06/26 11:09:15 - mmengine - INFO - Epoch(train) [83][180/3757] lr: 5.696e-03 eta: 1 day, 2:52:30 time: 0.277 data_time: 0.003 memory: 5036 grad_norm: 6.1690 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.6419 loss: 2.6419 2022/06/26 11:09:20 - mmengine - INFO - Epoch(train) [83][200/3757] lr: 5.696e-03 eta: 1 day, 2:52:25 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 7.0831 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3361 loss: 2.3361 2022/06/26 11:09:25 - mmengine - INFO - Epoch(train) [83][220/3757] lr: 5.696e-03 eta: 1 day, 2:52:19 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 6.3496 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.1800 loss: 2.1800 2022/06/26 11:09:31 - mmengine - INFO - Epoch(train) [83][240/3757] lr: 5.696e-03 eta: 1 day, 2:52:14 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 6.6426 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.8197 loss: 2.8197 2022/06/26 11:09:36 - mmengine - INFO - Epoch(train) [83][260/3757] lr: 5.696e-03 eta: 1 day, 2:52:09 time: 0.254 data_time: 0.012 memory: 5036 grad_norm: 5.8413 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1663 loss: 2.1663 2022/06/26 11:09:41 - mmengine - INFO - Epoch(train) [83][280/3757] lr: 5.696e-03 eta: 1 day, 2:52:04 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 6.6648 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.7311 loss: 2.7311 2022/06/26 11:09:47 - mmengine - INFO - Epoch(train) [83][300/3757] lr: 5.696e-03 eta: 1 day, 2:51:59 time: 0.445 data_time: 0.003 memory: 5036 grad_norm: 8.6580 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.6528 loss: 2.6528 2022/06/26 11:09:52 - mmengine - INFO - Epoch(train) [83][320/3757] lr: 5.696e-03 eta: 1 day, 2:51:53 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 7.0230 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3687 loss: 2.3687 2022/06/26 11:09:57 - mmengine - INFO - Epoch(train) [83][340/3757] lr: 5.696e-03 eta: 1 day, 2:51:48 time: 0.268 data_time: 0.003 memory: 5036 grad_norm: 6.1937 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.9175 loss: 2.9175 2022/06/26 11:10:02 - mmengine - INFO - Epoch(train) [83][360/3757] lr: 5.696e-03 eta: 1 day, 2:51:43 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 7.9711 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.5292 loss: 2.5292 2022/06/26 11:10:08 - mmengine - INFO - Epoch(train) [83][380/3757] lr: 5.696e-03 eta: 1 day, 2:51:38 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 6.7373 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.5951 loss: 2.5951 2022/06/26 11:10:13 - mmengine - INFO - Epoch(train) [83][400/3757] lr: 5.696e-03 eta: 1 day, 2:51:32 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 7.0204 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3710 loss: 2.3710 2022/06/26 11:10:19 - mmengine - INFO - Epoch(train) [83][420/3757] lr: 5.696e-03 eta: 1 day, 2:51:27 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 6.7911 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3632 loss: 2.3632 2022/06/26 11:10:24 - mmengine - INFO - Epoch(train) [83][440/3757] lr: 5.696e-03 eta: 1 day, 2:51:22 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 6.5781 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5377 loss: 2.5377 2022/06/26 11:10:29 - mmengine - INFO - Epoch(train) [83][460/3757] lr: 5.696e-03 eta: 1 day, 2:51:17 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 6.8035 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.4632 loss: 2.4632 2022/06/26 11:10:34 - mmengine - INFO - Epoch(train) [83][480/3757] lr: 5.696e-03 eta: 1 day, 2:51:11 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 5.9917 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3104 loss: 2.3104 2022/06/26 11:10:40 - mmengine - INFO - Epoch(train) [83][500/3757] lr: 5.696e-03 eta: 1 day, 2:51:06 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 6.7435 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1658 loss: 2.1658 2022/06/26 11:10:45 - mmengine - INFO - Epoch(train) [83][520/3757] lr: 5.696e-03 eta: 1 day, 2:51:01 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 6.8178 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.0325 loss: 2.0325 2022/06/26 11:10:50 - mmengine - INFO - Epoch(train) [83][540/3757] lr: 5.696e-03 eta: 1 day, 2:50:56 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 5.9712 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.6233 loss: 2.6233 2022/06/26 11:10:55 - mmengine - INFO - Epoch(train) [83][560/3757] lr: 5.696e-03 eta: 1 day, 2:50:50 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 7.7921 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6209 loss: 2.6209 2022/06/26 11:11:00 - mmengine - INFO - Epoch(train) [83][580/3757] lr: 5.696e-03 eta: 1 day, 2:50:45 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 6.2435 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4364 loss: 2.4364 2022/06/26 11:11:06 - mmengine - INFO - Epoch(train) [83][600/3757] lr: 5.696e-03 eta: 1 day, 2:50:40 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 8.0876 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.2563 loss: 2.2563 2022/06/26 11:11:11 - mmengine - INFO - Epoch(train) [83][620/3757] lr: 5.696e-03 eta: 1 day, 2:50:34 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 7.4170 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.5454 loss: 2.5454 2022/06/26 11:11:16 - mmengine - INFO - Epoch(train) [83][640/3757] lr: 5.696e-03 eta: 1 day, 2:50:29 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 7.6194 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.8416 loss: 2.8416 2022/06/26 11:11:21 - mmengine - INFO - Epoch(train) [83][660/3757] lr: 5.696e-03 eta: 1 day, 2:50:24 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 7.7462 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0769 loss: 2.0769 2022/06/26 11:11:27 - mmengine - INFO - Epoch(train) [83][680/3757] lr: 5.696e-03 eta: 1 day, 2:50:19 time: 0.420 data_time: 0.004 memory: 5036 grad_norm: 9.0578 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0076 loss: 3.0076 2022/06/26 11:11:32 - mmengine - INFO - Epoch(train) [83][700/3757] lr: 5.696e-03 eta: 1 day, 2:50:13 time: 0.268 data_time: 0.003 memory: 5036 grad_norm: 6.7357 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2808 loss: 2.2808 2022/06/26 11:11:37 - mmengine - INFO - Epoch(train) [83][720/3757] lr: 5.696e-03 eta: 1 day, 2:50:08 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 6.8633 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4252 loss: 2.4252 2022/06/26 11:11:43 - mmengine - INFO - Epoch(train) [83][740/3757] lr: 5.696e-03 eta: 1 day, 2:50:03 time: 0.266 data_time: 0.003 memory: 5036 grad_norm: 6.8964 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5208 loss: 2.5208 2022/06/26 11:11:48 - mmengine - INFO - Epoch(train) [83][760/3757] lr: 5.696e-03 eta: 1 day, 2:49:58 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 6.8492 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4745 loss: 2.4745 2022/06/26 11:11:53 - mmengine - INFO - Epoch(train) [83][780/3757] lr: 5.696e-03 eta: 1 day, 2:49:52 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 7.6259 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0073 loss: 2.0073 2022/06/26 11:11:58 - mmengine - INFO - Epoch(train) [83][800/3757] lr: 5.696e-03 eta: 1 day, 2:49:47 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 7.2289 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.4977 loss: 2.4977 2022/06/26 11:12:04 - mmengine - INFO - Epoch(train) [83][820/3757] lr: 5.696e-03 eta: 1 day, 2:49:42 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 7.2538 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.4134 loss: 2.4134 2022/06/26 11:12:09 - mmengine - INFO - Epoch(train) [83][840/3757] lr: 5.696e-03 eta: 1 day, 2:49:36 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 6.1284 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3208 loss: 2.3208 2022/06/26 11:12:14 - mmengine - INFO - Epoch(train) [83][860/3757] lr: 5.696e-03 eta: 1 day, 2:49:31 time: 0.252 data_time: 0.011 memory: 5036 grad_norm: 6.8519 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4466 loss: 2.4466 2022/06/26 11:12:19 - mmengine - INFO - Epoch(train) [83][880/3757] lr: 5.696e-03 eta: 1 day, 2:49:26 time: 0.266 data_time: 0.009 memory: 5036 grad_norm: 7.1926 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6475 loss: 2.6475 2022/06/26 11:12:24 - mmengine - INFO - Epoch(train) [83][900/3757] lr: 5.696e-03 eta: 1 day, 2:49:20 time: 0.266 data_time: 0.003 memory: 5036 grad_norm: 6.7020 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.1694 loss: 2.1694 2022/06/26 11:12:30 - mmengine - INFO - Epoch(train) [83][920/3757] lr: 5.696e-03 eta: 1 day, 2:49:15 time: 0.249 data_time: 0.008 memory: 5036 grad_norm: 6.6623 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.7632 loss: 2.7632 2022/06/26 11:12:32 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 11:12:35 - mmengine - INFO - Epoch(train) [83][940/3757] lr: 5.696e-03 eta: 1 day, 2:49:10 time: 0.258 data_time: 0.011 memory: 5036 grad_norm: 8.3098 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6952 loss: 2.6952 2022/06/26 11:12:40 - mmengine - INFO - Epoch(train) [83][960/3757] lr: 5.696e-03 eta: 1 day, 2:49:04 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 5.9637 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4952 loss: 2.4952 2022/06/26 11:12:46 - mmengine - INFO - Epoch(train) [83][980/3757] lr: 5.696e-03 eta: 1 day, 2:48:59 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 6.4200 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.7081 loss: 2.7081 2022/06/26 11:12:51 - mmengine - INFO - Epoch(train) [83][1000/3757] lr: 5.696e-03 eta: 1 day, 2:48:54 time: 0.259 data_time: 0.009 memory: 5036 grad_norm: 6.1566 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 1.9075 loss: 1.9075 2022/06/26 11:12:56 - mmengine - INFO - Epoch(train) [83][1020/3757] lr: 5.696e-03 eta: 1 day, 2:48:49 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 5.8915 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2382 loss: 2.2382 2022/06/26 11:13:01 - mmengine - INFO - Epoch(train) [83][1040/3757] lr: 5.696e-03 eta: 1 day, 2:48:43 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 6.6416 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1300 loss: 2.1300 2022/06/26 11:13:06 - mmengine - INFO - Epoch(train) [83][1060/3757] lr: 5.696e-03 eta: 1 day, 2:48:38 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 8.1376 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1894 loss: 2.1894 2022/06/26 11:13:12 - mmengine - INFO - Epoch(train) [83][1080/3757] lr: 5.696e-03 eta: 1 day, 2:48:33 time: 0.257 data_time: 0.005 memory: 5036 grad_norm: 7.5412 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2408 loss: 2.2408 2022/06/26 11:13:17 - mmengine - INFO - Epoch(train) [83][1100/3757] lr: 5.696e-03 eta: 1 day, 2:48:28 time: 0.265 data_time: 0.019 memory: 5036 grad_norm: 6.7998 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7083 loss: 2.7083 2022/06/26 11:13:22 - mmengine - INFO - Epoch(train) [83][1120/3757] lr: 5.696e-03 eta: 1 day, 2:48:22 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 8.2851 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.5237 loss: 2.5237 2022/06/26 11:13:28 - mmengine - INFO - Epoch(train) [83][1140/3757] lr: 5.696e-03 eta: 1 day, 2:48:17 time: 0.259 data_time: 0.011 memory: 5036 grad_norm: 6.7879 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.3359 loss: 2.3359 2022/06/26 11:13:33 - mmengine - INFO - Epoch(train) [83][1160/3757] lr: 5.696e-03 eta: 1 day, 2:48:12 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 7.4873 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.7509 loss: 1.7509 2022/06/26 11:13:38 - mmengine - INFO - Epoch(train) [83][1180/3757] lr: 5.696e-03 eta: 1 day, 2:48:06 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.3722 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3380 loss: 2.3380 2022/06/26 11:13:43 - mmengine - INFO - Epoch(train) [83][1200/3757] lr: 5.696e-03 eta: 1 day, 2:48:01 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 7.3375 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.4928 loss: 2.4928 2022/06/26 11:13:49 - mmengine - INFO - Epoch(train) [83][1220/3757] lr: 5.696e-03 eta: 1 day, 2:47:56 time: 0.253 data_time: 0.008 memory: 5036 grad_norm: 7.1188 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.7330 loss: 2.7330 2022/06/26 11:13:54 - mmengine - INFO - Epoch(train) [83][1240/3757] lr: 5.696e-03 eta: 1 day, 2:47:50 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 7.1649 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6297 loss: 2.6297 2022/06/26 11:13:59 - mmengine - INFO - Epoch(train) [83][1260/3757] lr: 5.696e-03 eta: 1 day, 2:47:45 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 7.4184 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 2.1527 loss: 2.1527 2022/06/26 11:14:04 - mmengine - INFO - Epoch(train) [83][1280/3757] lr: 5.696e-03 eta: 1 day, 2:47:40 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 6.7245 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4274 loss: 2.4274 2022/06/26 11:14:10 - mmengine - INFO - Epoch(train) [83][1300/3757] lr: 5.696e-03 eta: 1 day, 2:47:35 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 7.0927 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.0973 loss: 3.0973 2022/06/26 11:14:15 - mmengine - INFO - Epoch(train) [83][1320/3757] lr: 5.696e-03 eta: 1 day, 2:47:29 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 6.6523 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.4062 loss: 2.4062 2022/06/26 11:14:20 - mmengine - INFO - Epoch(train) [83][1340/3757] lr: 5.696e-03 eta: 1 day, 2:47:24 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 6.1923 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4900 loss: 2.4900 2022/06/26 11:14:25 - mmengine - INFO - Epoch(train) [83][1360/3757] lr: 5.696e-03 eta: 1 day, 2:47:18 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 6.1937 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3818 loss: 2.3818 2022/06/26 11:14:31 - mmengine - INFO - Epoch(train) [83][1380/3757] lr: 5.696e-03 eta: 1 day, 2:47:13 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 7.1468 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.7345 loss: 2.7345 2022/06/26 11:14:36 - mmengine - INFO - Epoch(train) [83][1400/3757] lr: 5.696e-03 eta: 1 day, 2:47:08 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 6.4081 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3968 loss: 2.3968 2022/06/26 11:14:41 - mmengine - INFO - Epoch(train) [83][1420/3757] lr: 5.696e-03 eta: 1 day, 2:47:03 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 7.4870 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6239 loss: 2.6239 2022/06/26 11:14:46 - mmengine - INFO - Epoch(train) [83][1440/3757] lr: 5.696e-03 eta: 1 day, 2:46:57 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 7.1033 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6044 loss: 2.6044 2022/06/26 11:14:51 - mmengine - INFO - Epoch(train) [83][1460/3757] lr: 5.696e-03 eta: 1 day, 2:46:52 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 7.3810 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5005 loss: 2.5005 2022/06/26 11:14:57 - mmengine - INFO - Epoch(train) [83][1480/3757] lr: 5.696e-03 eta: 1 day, 2:46:47 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 7.3723 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4222 loss: 2.4222 2022/06/26 11:15:02 - mmengine - INFO - Epoch(train) [83][1500/3757] lr: 5.696e-03 eta: 1 day, 2:46:41 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 8.6146 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 3.3568 loss: 3.3568 2022/06/26 11:15:07 - mmengine - INFO - Epoch(train) [83][1520/3757] lr: 5.696e-03 eta: 1 day, 2:46:36 time: 0.260 data_time: 0.005 memory: 5036 grad_norm: 6.8947 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.5024 loss: 2.5024 2022/06/26 11:15:12 - mmengine - INFO - Epoch(train) [83][1540/3757] lr: 5.696e-03 eta: 1 day, 2:46:31 time: 0.260 data_time: 0.008 memory: 5036 grad_norm: 5.7523 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.0380 loss: 2.0380 2022/06/26 11:15:17 - mmengine - INFO - Epoch(train) [83][1560/3757] lr: 5.696e-03 eta: 1 day, 2:46:25 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 6.3959 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3259 loss: 2.3259 2022/06/26 11:15:22 - mmengine - INFO - Epoch(train) [83][1580/3757] lr: 5.696e-03 eta: 1 day, 2:46:20 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 6.4297 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2171 loss: 2.2171 2022/06/26 11:15:28 - mmengine - INFO - Epoch(train) [83][1600/3757] lr: 5.696e-03 eta: 1 day, 2:46:14 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 7.1253 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.5576 loss: 2.5576 2022/06/26 11:15:33 - mmengine - INFO - Epoch(train) [83][1620/3757] lr: 5.696e-03 eta: 1 day, 2:46:09 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 7.1066 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2535 loss: 2.2535 2022/06/26 11:15:38 - mmengine - INFO - Epoch(train) [83][1640/3757] lr: 5.696e-03 eta: 1 day, 2:46:04 time: 0.249 data_time: 0.009 memory: 5036 grad_norm: 6.8897 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.7705 loss: 2.7705 2022/06/26 11:15:43 - mmengine - INFO - Epoch(train) [83][1660/3757] lr: 5.696e-03 eta: 1 day, 2:45:58 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 7.5332 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.3287 loss: 2.3287 2022/06/26 11:15:48 - mmengine - INFO - Epoch(train) [83][1680/3757] lr: 5.696e-03 eta: 1 day, 2:45:53 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 6.1559 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9972 loss: 1.9972 2022/06/26 11:15:54 - mmengine - INFO - Epoch(train) [83][1700/3757] lr: 5.696e-03 eta: 1 day, 2:45:48 time: 0.267 data_time: 0.006 memory: 5036 grad_norm: 7.5096 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9652 loss: 1.9652 2022/06/26 11:15:59 - mmengine - INFO - Epoch(train) [83][1720/3757] lr: 5.696e-03 eta: 1 day, 2:45:43 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 7.1925 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.5020 loss: 2.5020 2022/06/26 11:16:04 - mmengine - INFO - Epoch(train) [83][1740/3757] lr: 5.696e-03 eta: 1 day, 2:45:37 time: 0.265 data_time: 0.009 memory: 5036 grad_norm: 7.3564 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.4362 loss: 2.4362 2022/06/26 11:16:10 - mmengine - INFO - Epoch(train) [83][1760/3757] lr: 5.696e-03 eta: 1 day, 2:45:32 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 7.1998 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.3422 loss: 2.3422 2022/06/26 11:16:15 - mmengine - INFO - Epoch(train) [83][1780/3757] lr: 5.696e-03 eta: 1 day, 2:45:27 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 7.0114 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3897 loss: 2.3897 2022/06/26 11:16:20 - mmengine - INFO - Epoch(train) [83][1800/3757] lr: 5.696e-03 eta: 1 day, 2:45:22 time: 0.262 data_time: 0.009 memory: 5036 grad_norm: 7.4496 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.3157 loss: 2.3157 2022/06/26 11:16:26 - mmengine - INFO - Epoch(train) [83][1820/3757] lr: 5.696e-03 eta: 1 day, 2:45:17 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 8.1352 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5085 loss: 2.5085 2022/06/26 11:16:31 - mmengine - INFO - Epoch(train) [83][1840/3757] lr: 5.696e-03 eta: 1 day, 2:45:11 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 7.4089 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0853 loss: 2.0853 2022/06/26 11:16:36 - mmengine - INFO - Epoch(train) [83][1860/3757] lr: 5.696e-03 eta: 1 day, 2:45:06 time: 0.263 data_time: 0.005 memory: 5036 grad_norm: 6.5509 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3321 loss: 2.3321 2022/06/26 11:16:42 - mmengine - INFO - Epoch(train) [83][1880/3757] lr: 5.696e-03 eta: 1 day, 2:45:01 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 8.0130 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 2.3926 loss: 2.3926 2022/06/26 11:16:47 - mmengine - INFO - Epoch(train) [83][1900/3757] lr: 5.696e-03 eta: 1 day, 2:44:56 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 7.7623 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.4396 loss: 2.4396 2022/06/26 11:16:52 - mmengine - INFO - Epoch(train) [83][1920/3757] lr: 5.696e-03 eta: 1 day, 2:44:50 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 7.0102 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.8541 loss: 2.8541 2022/06/26 11:16:54 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 11:16:57 - mmengine - INFO - Epoch(train) [83][1940/3757] lr: 5.696e-03 eta: 1 day, 2:44:45 time: 0.438 data_time: 0.003 memory: 5036 grad_norm: 7.2853 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5160 loss: 2.5160 2022/06/26 11:17:03 - mmengine - INFO - Epoch(train) [83][1960/3757] lr: 5.696e-03 eta: 1 day, 2:44:40 time: 0.254 data_time: 0.014 memory: 5036 grad_norm: 6.2280 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5311 loss: 2.5311 2022/06/26 11:17:08 - mmengine - INFO - Epoch(train) [83][1980/3757] lr: 5.696e-03 eta: 1 day, 2:44:35 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 6.8041 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.5410 loss: 2.5410 2022/06/26 11:17:13 - mmengine - INFO - Epoch(train) [83][2000/3757] lr: 5.696e-03 eta: 1 day, 2:44:29 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 7.1887 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.0519 loss: 2.0519 2022/06/26 11:17:18 - mmengine - INFO - Epoch(train) [83][2020/3757] lr: 5.696e-03 eta: 1 day, 2:44:24 time: 0.255 data_time: 0.008 memory: 5036 grad_norm: 6.9418 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.9331 loss: 1.9331 2022/06/26 11:17:23 - mmengine - INFO - Epoch(train) [83][2040/3757] lr: 5.696e-03 eta: 1 day, 2:44:18 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.1628 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7862 loss: 2.7862 2022/06/26 11:17:29 - mmengine - INFO - Epoch(train) [83][2060/3757] lr: 5.696e-03 eta: 1 day, 2:44:13 time: 0.250 data_time: 0.007 memory: 5036 grad_norm: 7.1240 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1266 loss: 2.1266 2022/06/26 11:17:34 - mmengine - INFO - Epoch(train) [83][2080/3757] lr: 5.696e-03 eta: 1 day, 2:44:08 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 7.5659 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4164 loss: 2.4164 2022/06/26 11:17:39 - mmengine - INFO - Epoch(train) [83][2100/3757] lr: 5.696e-03 eta: 1 day, 2:44:03 time: 0.264 data_time: 0.009 memory: 5036 grad_norm: 6.7039 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.2609 loss: 3.2609 2022/06/26 11:17:44 - mmengine - INFO - Epoch(train) [83][2120/3757] lr: 5.696e-03 eta: 1 day, 2:43:57 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 7.8545 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.3326 loss: 2.3326 2022/06/26 11:17:50 - mmengine - INFO - Epoch(train) [83][2140/3757] lr: 5.696e-03 eta: 1 day, 2:43:52 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 6.8251 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.5595 loss: 2.5595 2022/06/26 11:17:55 - mmengine - INFO - Epoch(train) [83][2160/3757] lr: 5.696e-03 eta: 1 day, 2:43:47 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 6.2227 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.3047 loss: 2.3047 2022/06/26 11:18:00 - mmengine - INFO - Epoch(train) [83][2180/3757] lr: 5.696e-03 eta: 1 day, 2:43:41 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 7.8453 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.3457 loss: 2.3457 2022/06/26 11:18:05 - mmengine - INFO - Epoch(train) [83][2200/3757] lr: 5.696e-03 eta: 1 day, 2:43:36 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 7.6819 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5895 loss: 2.5895 2022/06/26 11:18:11 - mmengine - INFO - Epoch(train) [83][2220/3757] lr: 5.696e-03 eta: 1 day, 2:43:31 time: 0.264 data_time: 0.006 memory: 5036 grad_norm: 6.7005 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4913 loss: 2.4913 2022/06/26 11:18:16 - mmengine - INFO - Epoch(train) [83][2240/3757] lr: 5.696e-03 eta: 1 day, 2:43:25 time: 0.253 data_time: 0.008 memory: 5036 grad_norm: 6.4323 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3819 loss: 2.3819 2022/06/26 11:18:21 - mmengine - INFO - Epoch(train) [83][2260/3757] lr: 5.696e-03 eta: 1 day, 2:43:20 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 8.4922 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.6054 loss: 2.6054 2022/06/26 11:18:26 - mmengine - INFO - Epoch(train) [83][2280/3757] lr: 5.696e-03 eta: 1 day, 2:43:15 time: 0.250 data_time: 0.008 memory: 5036 grad_norm: 6.0335 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7499 loss: 2.7499 2022/06/26 11:18:32 - mmengine - INFO - Epoch(train) [83][2300/3757] lr: 5.696e-03 eta: 1 day, 2:43:10 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 6.8412 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5584 loss: 2.5584 2022/06/26 11:18:37 - mmengine - INFO - Epoch(train) [83][2320/3757] lr: 5.696e-03 eta: 1 day, 2:43:04 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.4897 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5005 loss: 2.5005 2022/06/26 11:18:42 - mmengine - INFO - Epoch(train) [83][2340/3757] lr: 5.696e-03 eta: 1 day, 2:42:59 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 7.3078 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.5046 loss: 2.5046 2022/06/26 11:18:47 - mmengine - INFO - Epoch(train) [83][2360/3757] lr: 5.696e-03 eta: 1 day, 2:42:53 time: 0.282 data_time: 0.003 memory: 5036 grad_norm: 8.0724 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1318 loss: 2.1318 2022/06/26 11:18:52 - mmengine - INFO - Epoch(train) [83][2380/3757] lr: 5.696e-03 eta: 1 day, 2:42:48 time: 0.256 data_time: 0.008 memory: 5036 grad_norm: 7.8643 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7642 loss: 2.7642 2022/06/26 11:18:57 - mmengine - INFO - Epoch(train) [83][2400/3757] lr: 5.696e-03 eta: 1 day, 2:42:43 time: 0.265 data_time: 0.021 memory: 5036 grad_norm: 7.6726 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6543 loss: 2.6543 2022/06/26 11:19:03 - mmengine - INFO - Epoch(train) [83][2420/3757] lr: 5.696e-03 eta: 1 day, 2:42:37 time: 0.269 data_time: 0.003 memory: 5036 grad_norm: 6.5016 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.7718 loss: 2.7718 2022/06/26 11:19:08 - mmengine - INFO - Epoch(train) [83][2440/3757] lr: 5.696e-03 eta: 1 day, 2:42:32 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 7.2305 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4479 loss: 2.4479 2022/06/26 11:19:13 - mmengine - INFO - Epoch(train) [83][2460/3757] lr: 5.696e-03 eta: 1 day, 2:42:27 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 7.3378 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7598 loss: 2.7598 2022/06/26 11:19:18 - mmengine - INFO - Epoch(train) [83][2480/3757] lr: 5.696e-03 eta: 1 day, 2:42:21 time: 0.266 data_time: 0.003 memory: 5036 grad_norm: 7.6957 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5878 loss: 2.5878 2022/06/26 11:19:23 - mmengine - INFO - Epoch(train) [83][2500/3757] lr: 5.696e-03 eta: 1 day, 2:42:16 time: 0.263 data_time: 0.009 memory: 5036 grad_norm: 6.3999 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7856 loss: 2.7856 2022/06/26 11:19:29 - mmengine - INFO - Epoch(train) [83][2520/3757] lr: 5.696e-03 eta: 1 day, 2:42:11 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 7.4538 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.6178 loss: 2.6178 2022/06/26 11:19:34 - mmengine - INFO - Epoch(train) [83][2540/3757] lr: 5.696e-03 eta: 1 day, 2:42:05 time: 0.253 data_time: 0.012 memory: 5036 grad_norm: 7.3855 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9367 loss: 2.9367 2022/06/26 11:19:39 - mmengine - INFO - Epoch(train) [83][2560/3757] lr: 5.696e-03 eta: 1 day, 2:42:00 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 6.6913 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2979 loss: 2.2979 2022/06/26 11:19:45 - mmengine - INFO - Epoch(train) [83][2580/3757] lr: 5.696e-03 eta: 1 day, 2:41:55 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 7.3617 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.5726 loss: 2.5726 2022/06/26 11:19:50 - mmengine - INFO - Epoch(train) [83][2600/3757] lr: 5.696e-03 eta: 1 day, 2:41:50 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 7.2703 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.2539 loss: 2.2539 2022/06/26 11:19:55 - mmengine - INFO - Epoch(train) [83][2620/3757] lr: 5.696e-03 eta: 1 day, 2:41:44 time: 0.252 data_time: 0.012 memory: 5036 grad_norm: 6.8053 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4614 loss: 2.4614 2022/06/26 11:20:01 - mmengine - INFO - Epoch(train) [83][2640/3757] lr: 5.696e-03 eta: 1 day, 2:41:39 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.2580 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.3717 loss: 2.3717 2022/06/26 11:20:06 - mmengine - INFO - Epoch(train) [83][2660/3757] lr: 5.696e-03 eta: 1 day, 2:41:34 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 6.8056 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.8494 loss: 2.8494 2022/06/26 11:20:11 - mmengine - INFO - Epoch(train) [83][2680/3757] lr: 5.696e-03 eta: 1 day, 2:41:29 time: 0.254 data_time: 0.008 memory: 5036 grad_norm: 6.5504 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3552 loss: 2.3552 2022/06/26 11:20:16 - mmengine - INFO - Epoch(train) [83][2700/3757] lr: 5.696e-03 eta: 1 day, 2:41:24 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 7.4562 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6973 loss: 2.6973 2022/06/26 11:20:22 - mmengine - INFO - Epoch(train) [83][2720/3757] lr: 5.696e-03 eta: 1 day, 2:41:18 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 7.1825 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9624 loss: 2.9624 2022/06/26 11:20:27 - mmengine - INFO - Epoch(train) [83][2740/3757] lr: 5.696e-03 eta: 1 day, 2:41:13 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 7.3294 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3192 loss: 2.3192 2022/06/26 11:20:32 - mmengine - INFO - Epoch(train) [83][2760/3757] lr: 5.696e-03 eta: 1 day, 2:41:08 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 6.9149 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.0340 loss: 3.0340 2022/06/26 11:20:37 - mmengine - INFO - Epoch(train) [83][2780/3757] lr: 5.696e-03 eta: 1 day, 2:41:02 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 7.5820 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2944 loss: 2.2944 2022/06/26 11:20:42 - mmengine - INFO - Epoch(train) [83][2800/3757] lr: 5.696e-03 eta: 1 day, 2:40:57 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 6.9216 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2672 loss: 2.2672 2022/06/26 11:20:48 - mmengine - INFO - Epoch(train) [83][2820/3757] lr: 5.696e-03 eta: 1 day, 2:40:52 time: 0.283 data_time: 0.020 memory: 5036 grad_norm: 7.7568 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4204 loss: 2.4204 2022/06/26 11:20:53 - mmengine - INFO - Epoch(train) [83][2840/3757] lr: 5.696e-03 eta: 1 day, 2:40:46 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 6.9212 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5957 loss: 2.5957 2022/06/26 11:20:58 - mmengine - INFO - Epoch(train) [83][2860/3757] lr: 5.696e-03 eta: 1 day, 2:40:41 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 6.9860 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.5776 loss: 2.5776 2022/06/26 11:21:03 - mmengine - INFO - Epoch(train) [83][2880/3757] lr: 5.696e-03 eta: 1 day, 2:40:36 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 5.3293 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.5015 loss: 2.5015 2022/06/26 11:21:08 - mmengine - INFO - Epoch(train) [83][2900/3757] lr: 5.696e-03 eta: 1 day, 2:40:30 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 6.8657 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.5369 loss: 2.5369 2022/06/26 11:21:14 - mmengine - INFO - Epoch(train) [83][2920/3757] lr: 5.696e-03 eta: 1 day, 2:40:25 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 6.6866 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6100 loss: 2.6100 2022/06/26 11:21:15 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 11:21:19 - mmengine - INFO - Epoch(train) [83][2940/3757] lr: 5.696e-03 eta: 1 day, 2:40:20 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 7.2158 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.3825 loss: 2.3825 2022/06/26 11:21:24 - mmengine - INFO - Epoch(train) [83][2960/3757] lr: 5.696e-03 eta: 1 day, 2:40:14 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 7.3327 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8444 loss: 2.8444 2022/06/26 11:21:29 - mmengine - INFO - Epoch(train) [83][2980/3757] lr: 5.696e-03 eta: 1 day, 2:40:09 time: 0.275 data_time: 0.003 memory: 5036 grad_norm: 7.8166 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.1472 loss: 2.1472 2022/06/26 11:21:35 - mmengine - INFO - Epoch(train) [83][3000/3757] lr: 5.696e-03 eta: 1 day, 2:40:04 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 5.4789 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.1416 loss: 2.1416 2022/06/26 11:21:40 - mmengine - INFO - Epoch(train) [83][3020/3757] lr: 5.696e-03 eta: 1 day, 2:39:59 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 6.5573 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8186 loss: 2.8186 2022/06/26 11:21:45 - mmengine - INFO - Epoch(train) [83][3040/3757] lr: 5.696e-03 eta: 1 day, 2:39:53 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.3399 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.5117 loss: 2.5117 2022/06/26 11:21:50 - mmengine - INFO - Epoch(train) [83][3060/3757] lr: 5.696e-03 eta: 1 day, 2:39:48 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 7.3087 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6540 loss: 2.6540 2022/06/26 11:21:56 - mmengine - INFO - Epoch(train) [83][3080/3757] lr: 5.696e-03 eta: 1 day, 2:39:43 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 7.2265 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6915 loss: 2.6915 2022/06/26 11:22:01 - mmengine - INFO - Epoch(train) [83][3100/3757] lr: 5.696e-03 eta: 1 day, 2:39:37 time: 0.279 data_time: 0.003 memory: 5036 grad_norm: 7.9161 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.5510 loss: 2.5510 2022/06/26 11:22:06 - mmengine - INFO - Epoch(train) [83][3120/3757] lr: 5.696e-03 eta: 1 day, 2:39:32 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 7.2945 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1771 loss: 2.1771 2022/06/26 11:22:12 - mmengine - INFO - Epoch(train) [83][3140/3757] lr: 5.696e-03 eta: 1 day, 2:39:27 time: 0.270 data_time: 0.003 memory: 5036 grad_norm: 6.4659 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.1387 loss: 2.1387 2022/06/26 11:22:17 - mmengine - INFO - Epoch(train) [83][3160/3757] lr: 5.696e-03 eta: 1 day, 2:39:22 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 6.6371 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.6801 loss: 2.6801 2022/06/26 11:22:22 - mmengine - INFO - Epoch(train) [83][3180/3757] lr: 5.696e-03 eta: 1 day, 2:39:17 time: 0.265 data_time: 0.006 memory: 5036 grad_norm: 7.6829 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8659 loss: 2.8659 2022/06/26 11:22:27 - mmengine - INFO - Epoch(train) [83][3200/3757] lr: 5.696e-03 eta: 1 day, 2:39:11 time: 0.286 data_time: 0.003 memory: 5036 grad_norm: 6.7834 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.5091 loss: 2.5091 2022/06/26 11:22:33 - mmengine - INFO - Epoch(train) [83][3220/3757] lr: 5.696e-03 eta: 1 day, 2:39:06 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 7.0517 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3841 loss: 2.3841 2022/06/26 11:22:38 - mmengine - INFO - Epoch(train) [83][3240/3757] lr: 5.696e-03 eta: 1 day, 2:39:01 time: 0.361 data_time: 0.038 memory: 5036 grad_norm: 7.2530 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.3917 loss: 2.3917 2022/06/26 11:22:43 - mmengine - INFO - Epoch(train) [83][3260/3757] lr: 5.696e-03 eta: 1 day, 2:38:55 time: 0.251 data_time: 0.009 memory: 5036 grad_norm: 6.1233 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1418 loss: 2.1418 2022/06/26 11:22:48 - mmengine - INFO - Epoch(train) [83][3280/3757] lr: 5.696e-03 eta: 1 day, 2:38:50 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 5.9322 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9129 loss: 2.9129 2022/06/26 11:22:53 - mmengine - INFO - Epoch(train) [83][3300/3757] lr: 5.696e-03 eta: 1 day, 2:38:45 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 6.2285 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.1453 loss: 2.1453 2022/06/26 11:22:59 - mmengine - INFO - Epoch(train) [83][3320/3757] lr: 5.696e-03 eta: 1 day, 2:38:39 time: 0.252 data_time: 0.002 memory: 5036 grad_norm: 7.2865 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.6455 loss: 2.6455 2022/06/26 11:23:04 - mmengine - INFO - Epoch(train) [83][3340/3757] lr: 5.696e-03 eta: 1 day, 2:38:34 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 7.0064 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2544 loss: 2.2544 2022/06/26 11:23:09 - mmengine - INFO - Epoch(train) [83][3360/3757] lr: 5.696e-03 eta: 1 day, 2:38:28 time: 0.247 data_time: 0.006 memory: 5036 grad_norm: 8.4084 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4561 loss: 2.4561 2022/06/26 11:23:14 - mmengine - INFO - Epoch(train) [83][3380/3757] lr: 5.696e-03 eta: 1 day, 2:38:23 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 6.3463 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4543 loss: 2.4543 2022/06/26 11:23:19 - mmengine - INFO - Epoch(train) [83][3400/3757] lr: 5.696e-03 eta: 1 day, 2:38:18 time: 0.267 data_time: 0.003 memory: 5036 grad_norm: 6.8242 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.5502 loss: 2.5502 2022/06/26 11:23:25 - mmengine - INFO - Epoch(train) [83][3420/3757] lr: 5.696e-03 eta: 1 day, 2:38:12 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 6.4247 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2934 loss: 2.2934 2022/06/26 11:23:30 - mmengine - INFO - Epoch(train) [83][3440/3757] lr: 5.696e-03 eta: 1 day, 2:38:07 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 5.9464 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.1010 loss: 2.1010 2022/06/26 11:23:35 - mmengine - INFO - Epoch(train) [83][3460/3757] lr: 5.696e-03 eta: 1 day, 2:38:02 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 7.1100 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6963 loss: 2.6963 2022/06/26 11:23:40 - mmengine - INFO - Epoch(train) [83][3480/3757] lr: 5.696e-03 eta: 1 day, 2:37:56 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 6.6679 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2451 loss: 2.2451 2022/06/26 11:23:45 - mmengine - INFO - Epoch(train) [83][3500/3757] lr: 5.696e-03 eta: 1 day, 2:37:51 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 6.9138 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.1459 loss: 2.1459 2022/06/26 11:23:51 - mmengine - INFO - Epoch(train) [83][3520/3757] lr: 5.696e-03 eta: 1 day, 2:37:46 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 7.2214 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5485 loss: 2.5485 2022/06/26 11:23:56 - mmengine - INFO - Epoch(train) [83][3540/3757] lr: 5.696e-03 eta: 1 day, 2:37:41 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 6.5026 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2342 loss: 2.2342 2022/06/26 11:24:01 - mmengine - INFO - Epoch(train) [83][3560/3757] lr: 5.696e-03 eta: 1 day, 2:37:35 time: 0.267 data_time: 0.013 memory: 5036 grad_norm: 7.6952 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.1306 loss: 2.1306 2022/06/26 11:24:06 - mmengine - INFO - Epoch(train) [83][3580/3757] lr: 5.696e-03 eta: 1 day, 2:37:30 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 6.3330 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.3353 loss: 2.3353 2022/06/26 11:24:12 - mmengine - INFO - Epoch(train) [83][3600/3757] lr: 5.696e-03 eta: 1 day, 2:37:25 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 7.8897 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.7937 loss: 2.7937 2022/06/26 11:24:17 - mmengine - INFO - Epoch(train) [83][3620/3757] lr: 5.696e-03 eta: 1 day, 2:37:20 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 6.9282 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8666 loss: 2.8666 2022/06/26 11:24:23 - mmengine - INFO - Epoch(train) [83][3640/3757] lr: 5.696e-03 eta: 1 day, 2:37:15 time: 0.260 data_time: 0.015 memory: 5036 grad_norm: 9.3078 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6327 loss: 2.6327 2022/06/26 11:24:28 - mmengine - INFO - Epoch(train) [83][3660/3757] lr: 5.696e-03 eta: 1 day, 2:37:09 time: 0.404 data_time: 0.006 memory: 5036 grad_norm: 6.5858 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.3441 loss: 2.3441 2022/06/26 11:24:33 - mmengine - INFO - Epoch(train) [83][3680/3757] lr: 5.696e-03 eta: 1 day, 2:37:04 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 7.2136 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.5104 loss: 2.5104 2022/06/26 11:24:38 - mmengine - INFO - Epoch(train) [83][3700/3757] lr: 5.696e-03 eta: 1 day, 2:36:59 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 6.8610 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.8754 loss: 2.8754 2022/06/26 11:24:43 - mmengine - INFO - Epoch(train) [83][3720/3757] lr: 5.696e-03 eta: 1 day, 2:36:53 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 7.6325 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6669 loss: 2.6669 2022/06/26 11:24:49 - mmengine - INFO - Epoch(train) [83][3740/3757] lr: 5.696e-03 eta: 1 day, 2:36:48 time: 0.241 data_time: 0.008 memory: 5036 grad_norm: 8.8832 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2142 loss: 2.2142 2022/06/26 11:24:53 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 11:24:53 - mmengine - INFO - Saving checkpoint at 83 epochs 2022/06/26 11:25:05 - mmengine - INFO - Epoch(val) [83][20/310] eta: 0:01:51 time: 0.105 data_time: 0.004 memory: 5036 2022/06/26 11:25:10 - mmengine - INFO - Epoch(val) [83][40/310] eta: 0:01:37 time: 0.109 data_time: 0.007 memory: 1723 2022/06/26 11:25:15 - mmengine - INFO - Epoch(val) [83][60/310] eta: 0:00:26 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 11:25:19 - mmengine - INFO - Epoch(val) [83][80/310] eta: 0:00:24 time: 0.103 data_time: 0.002 memory: 1723 2022/06/26 11:25:26 - mmengine - INFO - Epoch(val) [83][100/310] eta: 0:01:11 time: 0.108 data_time: 0.007 memory: 1723 2022/06/26 11:25:31 - mmengine - INFO - Epoch(val) [83][120/310] eta: 0:01:10 time: 0.601 data_time: 0.500 memory: 1723 2022/06/26 11:25:36 - mmengine - INFO - Epoch(val) [83][140/310] eta: 0:00:35 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 11:25:40 - mmengine - INFO - Epoch(val) [83][160/310] eta: 0:00:19 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 11:25:47 - mmengine - INFO - Epoch(val) [83][180/310] eta: 0:00:43 time: 0.643 data_time: 0.540 memory: 1723 2022/06/26 11:25:52 - mmengine - INFO - Epoch(val) [83][200/310] eta: 0:00:38 time: 0.108 data_time: 0.006 memory: 1723 2022/06/26 11:25:56 - mmengine - INFO - Epoch(val) [83][220/310] eta: 0:00:16 time: 0.108 data_time: 0.001 memory: 1723 2022/06/26 11:26:01 - mmengine - INFO - Epoch(val) [83][240/310] eta: 0:00:07 time: 0.108 data_time: 0.001 memory: 1723 2022/06/26 11:26:08 - mmengine - INFO - Epoch(val) [83][260/310] eta: 0:00:17 time: 0.395 data_time: 0.293 memory: 1723 2022/06/26 11:26:12 - mmengine - INFO - Epoch(val) [83][280/310] eta: 0:00:09 time: 0.123 data_time: 0.008 memory: 1723 2022/06/26 11:26:15 - mmengine - INFO - Epoch(val) [83][300/310] eta: 0:00:01 time: 0.102 data_time: 0.001 memory: 1723 2022/06/26 11:26:17 - mmengine - INFO - Epoch(val) [83][310/310] acc/top1: 0.5128 acc/top5: 0.7586 acc/mean1: 0.5127 2022/06/26 11:26:27 - mmengine - INFO - Epoch(train) [84][20/3757] lr: 5.609e-03 eta: 1 day, 2:36:41 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 7.4810 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4536 loss: 2.4536 2022/06/26 11:26:32 - mmengine - INFO - Epoch(train) [84][40/3757] lr: 5.609e-03 eta: 1 day, 2:36:36 time: 0.269 data_time: 0.003 memory: 5036 grad_norm: 6.6719 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.0553 loss: 2.0553 2022/06/26 11:26:37 - mmengine - INFO - Epoch(train) [84][60/3757] lr: 5.609e-03 eta: 1 day, 2:36:31 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 6.6421 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.7044 loss: 2.7044 2022/06/26 11:26:43 - mmengine - INFO - Epoch(train) [84][80/3757] lr: 5.609e-03 eta: 1 day, 2:36:26 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 7.1346 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.7031 loss: 2.7031 2022/06/26 11:26:48 - mmengine - INFO - Epoch(train) [84][100/3757] lr: 5.609e-03 eta: 1 day, 2:36:21 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 6.7949 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.5310 loss: 2.5310 2022/06/26 11:26:54 - mmengine - INFO - Epoch(train) [84][120/3757] lr: 5.609e-03 eta: 1 day, 2:36:15 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 7.1661 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8574 loss: 2.8574 2022/06/26 11:26:59 - mmengine - INFO - Epoch(train) [84][140/3757] lr: 5.609e-03 eta: 1 day, 2:36:10 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 6.8768 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7627 loss: 2.7627 2022/06/26 11:27:04 - mmengine - INFO - Epoch(train) [84][160/3757] lr: 5.609e-03 eta: 1 day, 2:36:05 time: 0.256 data_time: 0.005 memory: 5036 grad_norm: 6.1148 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6222 loss: 2.6222 2022/06/26 11:27:07 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 11:27:10 - mmengine - INFO - Epoch(train) [84][180/3757] lr: 5.609e-03 eta: 1 day, 2:36:00 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 7.2170 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.2949 loss: 2.2949 2022/06/26 11:27:15 - mmengine - INFO - Epoch(train) [84][200/3757] lr: 5.609e-03 eta: 1 day, 2:35:54 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 6.6407 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3346 loss: 2.3346 2022/06/26 11:27:20 - mmengine - INFO - Epoch(train) [84][220/3757] lr: 5.609e-03 eta: 1 day, 2:35:49 time: 0.248 data_time: 0.008 memory: 5036 grad_norm: 6.7134 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2509 loss: 2.2509 2022/06/26 11:27:25 - mmengine - INFO - Epoch(train) [84][240/3757] lr: 5.609e-03 eta: 1 day, 2:35:44 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 7.8631 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6223 loss: 2.6223 2022/06/26 11:27:30 - mmengine - INFO - Epoch(train) [84][260/3757] lr: 5.609e-03 eta: 1 day, 2:35:38 time: 0.255 data_time: 0.014 memory: 5036 grad_norm: 6.2056 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7287 loss: 2.7287 2022/06/26 11:27:36 - mmengine - INFO - Epoch(train) [84][280/3757] lr: 5.609e-03 eta: 1 day, 2:35:33 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 7.2380 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.1891 loss: 2.1891 2022/06/26 11:27:41 - mmengine - INFO - Epoch(train) [84][300/3757] lr: 5.609e-03 eta: 1 day, 2:35:28 time: 0.250 data_time: 0.010 memory: 5036 grad_norm: 6.6126 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.0397 loss: 2.0397 2022/06/26 11:27:46 - mmengine - INFO - Epoch(train) [84][320/3757] lr: 5.609e-03 eta: 1 day, 2:35:22 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 5.9874 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.7465 loss: 2.7465 2022/06/26 11:27:52 - mmengine - INFO - Epoch(train) [84][340/3757] lr: 5.609e-03 eta: 1 day, 2:35:18 time: 0.258 data_time: 0.010 memory: 5036 grad_norm: 6.6723 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3828 loss: 2.3828 2022/06/26 11:27:57 - mmengine - INFO - Epoch(train) [84][360/3757] lr: 5.609e-03 eta: 1 day, 2:35:12 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 7.0578 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9522 loss: 2.9522 2022/06/26 11:28:02 - mmengine - INFO - Epoch(train) [84][380/3757] lr: 5.609e-03 eta: 1 day, 2:35:07 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 7.1913 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.0520 loss: 2.0520 2022/06/26 11:28:07 - mmengine - INFO - Epoch(train) [84][400/3757] lr: 5.609e-03 eta: 1 day, 2:35:02 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 6.7850 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6228 loss: 2.6228 2022/06/26 11:28:13 - mmengine - INFO - Epoch(train) [84][420/3757] lr: 5.609e-03 eta: 1 day, 2:34:56 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 6.9983 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.4955 loss: 2.4955 2022/06/26 11:28:18 - mmengine - INFO - Epoch(train) [84][440/3757] lr: 5.609e-03 eta: 1 day, 2:34:51 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 6.8906 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4428 loss: 2.4428 2022/06/26 11:28:23 - mmengine - INFO - Epoch(train) [84][460/3757] lr: 5.609e-03 eta: 1 day, 2:34:46 time: 0.252 data_time: 0.013 memory: 5036 grad_norm: 7.2422 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1141 loss: 2.1141 2022/06/26 11:28:28 - mmengine - INFO - Epoch(train) [84][480/3757] lr: 5.609e-03 eta: 1 day, 2:34:40 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 6.3409 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.2371 loss: 2.2371 2022/06/26 11:28:33 - mmengine - INFO - Epoch(train) [84][500/3757] lr: 5.609e-03 eta: 1 day, 2:34:35 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 6.2705 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.2624 loss: 2.2624 2022/06/26 11:28:39 - mmengine - INFO - Epoch(train) [84][520/3757] lr: 5.609e-03 eta: 1 day, 2:34:30 time: 0.259 data_time: 0.009 memory: 5036 grad_norm: 6.1326 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4456 loss: 2.4456 2022/06/26 11:28:44 - mmengine - INFO - Epoch(train) [84][540/3757] lr: 5.609e-03 eta: 1 day, 2:34:24 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 6.7838 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.3714 loss: 2.3714 2022/06/26 11:28:49 - mmengine - INFO - Epoch(train) [84][560/3757] lr: 5.609e-03 eta: 1 day, 2:34:19 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 7.4499 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3959 loss: 2.3959 2022/06/26 11:28:54 - mmengine - INFO - Epoch(train) [84][580/3757] lr: 5.609e-03 eta: 1 day, 2:34:14 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 7.5572 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.3573 loss: 2.3573 2022/06/26 11:29:00 - mmengine - INFO - Epoch(train) [84][600/3757] lr: 5.609e-03 eta: 1 day, 2:34:09 time: 0.257 data_time: 0.008 memory: 5036 grad_norm: 8.4222 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8884 loss: 2.8884 2022/06/26 11:29:05 - mmengine - INFO - Epoch(train) [84][620/3757] lr: 5.609e-03 eta: 1 day, 2:34:03 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 6.3691 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.3924 loss: 2.3924 2022/06/26 11:29:10 - mmengine - INFO - Epoch(train) [84][640/3757] lr: 5.609e-03 eta: 1 day, 2:33:58 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 6.8251 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2756 loss: 2.2756 2022/06/26 11:29:16 - mmengine - INFO - Epoch(train) [84][660/3757] lr: 5.609e-03 eta: 1 day, 2:33:53 time: 0.249 data_time: 0.007 memory: 5036 grad_norm: 7.3620 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5305 loss: 2.5305 2022/06/26 11:29:21 - mmengine - INFO - Epoch(train) [84][680/3757] lr: 5.609e-03 eta: 1 day, 2:33:48 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 7.7069 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.6904 loss: 2.6904 2022/06/26 11:29:26 - mmengine - INFO - Epoch(train) [84][700/3757] lr: 5.609e-03 eta: 1 day, 2:33:42 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 8.4987 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.7707 loss: 1.7707 2022/06/26 11:29:32 - mmengine - INFO - Epoch(train) [84][720/3757] lr: 5.609e-03 eta: 1 day, 2:33:37 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 6.7433 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.5674 loss: 2.5674 2022/06/26 11:29:37 - mmengine - INFO - Epoch(train) [84][740/3757] lr: 5.609e-03 eta: 1 day, 2:33:32 time: 0.251 data_time: 0.008 memory: 5036 grad_norm: 6.5650 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.4015 loss: 2.4015 2022/06/26 11:29:42 - mmengine - INFO - Epoch(train) [84][760/3757] lr: 5.609e-03 eta: 1 day, 2:33:27 time: 0.251 data_time: 0.007 memory: 5036 grad_norm: 6.2289 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.3123 loss: 2.3123 2022/06/26 11:29:47 - mmengine - INFO - Epoch(train) [84][780/3757] lr: 5.609e-03 eta: 1 day, 2:33:21 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 6.7407 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5402 loss: 2.5402 2022/06/26 11:29:53 - mmengine - INFO - Epoch(train) [84][800/3757] lr: 5.609e-03 eta: 1 day, 2:33:16 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 7.7564 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6595 loss: 2.6595 2022/06/26 11:29:58 - mmengine - INFO - Epoch(train) [84][820/3757] lr: 5.609e-03 eta: 1 day, 2:33:11 time: 0.254 data_time: 0.012 memory: 5036 grad_norm: 7.2175 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3853 loss: 2.3853 2022/06/26 11:30:03 - mmengine - INFO - Epoch(train) [84][840/3757] lr: 5.609e-03 eta: 1 day, 2:33:05 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 7.1933 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1836 loss: 2.1836 2022/06/26 11:30:08 - mmengine - INFO - Epoch(train) [84][860/3757] lr: 5.609e-03 eta: 1 day, 2:33:00 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 8.1448 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.6341 loss: 2.6341 2022/06/26 11:30:13 - mmengine - INFO - Epoch(train) [84][880/3757] lr: 5.609e-03 eta: 1 day, 2:32:55 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 7.3132 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3469 loss: 2.3469 2022/06/26 11:30:18 - mmengine - INFO - Epoch(train) [84][900/3757] lr: 5.609e-03 eta: 1 day, 2:32:49 time: 0.266 data_time: 0.019 memory: 5036 grad_norm: 6.2361 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2109 loss: 2.2109 2022/06/26 11:30:24 - mmengine - INFO - Epoch(train) [84][920/3757] lr: 5.609e-03 eta: 1 day, 2:32:44 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 7.9558 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.2442 loss: 2.2442 2022/06/26 11:30:29 - mmengine - INFO - Epoch(train) [84][940/3757] lr: 5.609e-03 eta: 1 day, 2:32:39 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 7.1160 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6905 loss: 2.6905 2022/06/26 11:30:34 - mmengine - INFO - Epoch(train) [84][960/3757] lr: 5.609e-03 eta: 1 day, 2:32:33 time: 0.255 data_time: 0.008 memory: 5036 grad_norm: 6.9549 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.8486 loss: 2.8486 2022/06/26 11:30:39 - mmengine - INFO - Epoch(train) [84][980/3757] lr: 5.609e-03 eta: 1 day, 2:32:28 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 6.6148 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7612 loss: 2.7612 2022/06/26 11:30:45 - mmengine - INFO - Epoch(train) [84][1000/3757] lr: 5.609e-03 eta: 1 day, 2:32:23 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 6.6720 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4564 loss: 2.4564 2022/06/26 11:30:50 - mmengine - INFO - Epoch(train) [84][1020/3757] lr: 5.609e-03 eta: 1 day, 2:32:18 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 6.6122 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7903 loss: 2.7903 2022/06/26 11:30:55 - mmengine - INFO - Epoch(train) [84][1040/3757] lr: 5.609e-03 eta: 1 day, 2:32:12 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 7.3030 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.0025 loss: 2.0025 2022/06/26 11:31:01 - mmengine - INFO - Epoch(train) [84][1060/3757] lr: 5.609e-03 eta: 1 day, 2:32:07 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 6.1953 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.3173 loss: 2.3173 2022/06/26 11:31:06 - mmengine - INFO - Epoch(train) [84][1080/3757] lr: 5.609e-03 eta: 1 day, 2:32:02 time: 0.259 data_time: 0.013 memory: 5036 grad_norm: 6.7217 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3962 loss: 2.3962 2022/06/26 11:31:11 - mmengine - INFO - Epoch(train) [84][1100/3757] lr: 5.609e-03 eta: 1 day, 2:31:56 time: 0.269 data_time: 0.006 memory: 5036 grad_norm: 6.9954 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.3599 loss: 2.3599 2022/06/26 11:31:16 - mmengine - INFO - Epoch(train) [84][1120/3757] lr: 5.609e-03 eta: 1 day, 2:31:51 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 7.1442 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6404 loss: 2.6404 2022/06/26 11:31:22 - mmengine - INFO - Epoch(train) [84][1140/3757] lr: 5.609e-03 eta: 1 day, 2:31:46 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 7.0024 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7135 loss: 2.7135 2022/06/26 11:31:27 - mmengine - INFO - Epoch(train) [84][1160/3757] lr: 5.609e-03 eta: 1 day, 2:31:41 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 6.8947 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9141 loss: 1.9141 2022/06/26 11:31:29 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 11:31:32 - mmengine - INFO - Epoch(train) [84][1180/3757] lr: 5.609e-03 eta: 1 day, 2:31:35 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 6.7090 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.6041 loss: 2.6041 2022/06/26 11:31:37 - mmengine - INFO - Epoch(train) [84][1200/3757] lr: 5.609e-03 eta: 1 day, 2:31:30 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 6.8771 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7850 loss: 2.7850 2022/06/26 11:31:42 - mmengine - INFO - Epoch(train) [84][1220/3757] lr: 5.609e-03 eta: 1 day, 2:31:25 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 8.3186 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.5721 loss: 2.5721 2022/06/26 11:31:48 - mmengine - INFO - Epoch(train) [84][1240/3757] lr: 5.609e-03 eta: 1 day, 2:31:19 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 6.0779 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4563 loss: 2.4563 2022/06/26 11:31:53 - mmengine - INFO - Epoch(train) [84][1260/3757] lr: 5.609e-03 eta: 1 day, 2:31:14 time: 0.248 data_time: 0.008 memory: 5036 grad_norm: 6.2266 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4108 loss: 2.4108 2022/06/26 11:31:58 - mmengine - INFO - Epoch(train) [84][1280/3757] lr: 5.609e-03 eta: 1 day, 2:31:09 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 7.4204 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4077 loss: 2.4077 2022/06/26 11:32:03 - mmengine - INFO - Epoch(train) [84][1300/3757] lr: 5.609e-03 eta: 1 day, 2:31:03 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 8.1578 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.2262 loss: 2.2262 2022/06/26 11:32:09 - mmengine - INFO - Epoch(train) [84][1320/3757] lr: 5.609e-03 eta: 1 day, 2:30:58 time: 0.392 data_time: 0.003 memory: 5036 grad_norm: 7.4266 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.2110 loss: 2.2110 2022/06/26 11:32:14 - mmengine - INFO - Epoch(train) [84][1340/3757] lr: 5.609e-03 eta: 1 day, 2:30:53 time: 0.259 data_time: 0.017 memory: 5036 grad_norm: 6.8792 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9940 loss: 2.9940 2022/06/26 11:32:19 - mmengine - INFO - Epoch(train) [84][1360/3757] lr: 5.609e-03 eta: 1 day, 2:30:47 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 7.8262 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2309 loss: 2.2309 2022/06/26 11:32:24 - mmengine - INFO - Epoch(train) [84][1380/3757] lr: 5.609e-03 eta: 1 day, 2:30:42 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 8.2091 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.1475 loss: 2.1475 2022/06/26 11:32:29 - mmengine - INFO - Epoch(train) [84][1400/3757] lr: 5.609e-03 eta: 1 day, 2:30:37 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 7.3332 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3096 loss: 2.3096 2022/06/26 11:32:35 - mmengine - INFO - Epoch(train) [84][1420/3757] lr: 5.609e-03 eta: 1 day, 2:30:32 time: 0.267 data_time: 0.024 memory: 5036 grad_norm: 7.1497 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4706 loss: 2.4706 2022/06/26 11:32:40 - mmengine - INFO - Epoch(train) [84][1440/3757] lr: 5.609e-03 eta: 1 day, 2:30:26 time: 0.261 data_time: 0.010 memory: 5036 grad_norm: 6.8447 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.2242 loss: 2.2242 2022/06/26 11:32:45 - mmengine - INFO - Epoch(train) [84][1460/3757] lr: 5.609e-03 eta: 1 day, 2:30:21 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.8618 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.2332 loss: 2.2332 2022/06/26 11:32:51 - mmengine - INFO - Epoch(train) [84][1480/3757] lr: 5.609e-03 eta: 1 day, 2:30:16 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 6.4858 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.3207 loss: 2.3207 2022/06/26 11:32:56 - mmengine - INFO - Epoch(train) [84][1500/3757] lr: 5.609e-03 eta: 1 day, 2:30:11 time: 0.253 data_time: 0.013 memory: 5036 grad_norm: 6.6854 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4560 loss: 2.4560 2022/06/26 11:33:01 - mmengine - INFO - Epoch(train) [84][1520/3757] lr: 5.609e-03 eta: 1 day, 2:30:05 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 7.2759 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2290 loss: 2.2290 2022/06/26 11:33:06 - mmengine - INFO - Epoch(train) [84][1540/3757] lr: 5.609e-03 eta: 1 day, 2:30:00 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 6.4301 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2673 loss: 2.2673 2022/06/26 11:33:12 - mmengine - INFO - Epoch(train) [84][1560/3757] lr: 5.609e-03 eta: 1 day, 2:29:55 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 5.9811 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0245 loss: 2.0245 2022/06/26 11:33:17 - mmengine - INFO - Epoch(train) [84][1580/3757] lr: 5.609e-03 eta: 1 day, 2:29:49 time: 0.256 data_time: 0.011 memory: 5036 grad_norm: 5.7787 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0943 loss: 2.0943 2022/06/26 11:33:22 - mmengine - INFO - Epoch(train) [84][1600/3757] lr: 5.609e-03 eta: 1 day, 2:29:44 time: 0.245 data_time: 0.004 memory: 5036 grad_norm: 6.5276 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0580 loss: 2.0580 2022/06/26 11:33:27 - mmengine - INFO - Epoch(train) [84][1620/3757] lr: 5.609e-03 eta: 1 day, 2:29:39 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 8.2147 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6470 loss: 2.6470 2022/06/26 11:33:33 - mmengine - INFO - Epoch(train) [84][1640/3757] lr: 5.609e-03 eta: 1 day, 2:29:34 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 7.1612 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8882 loss: 2.8882 2022/06/26 11:33:38 - mmengine - INFO - Epoch(train) [84][1660/3757] lr: 5.609e-03 eta: 1 day, 2:29:28 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 6.8518 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3127 loss: 2.3127 2022/06/26 11:33:43 - mmengine - INFO - Epoch(train) [84][1680/3757] lr: 5.609e-03 eta: 1 day, 2:29:23 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 7.2707 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.1543 loss: 2.1543 2022/06/26 11:33:49 - mmengine - INFO - Epoch(train) [84][1700/3757] lr: 5.609e-03 eta: 1 day, 2:29:18 time: 0.316 data_time: 0.006 memory: 5036 grad_norm: 7.0548 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.2043 loss: 2.2043 2022/06/26 11:33:54 - mmengine - INFO - Epoch(train) [84][1720/3757] lr: 5.609e-03 eta: 1 day, 2:29:12 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 7.0607 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.3118 loss: 2.3118 2022/06/26 11:33:59 - mmengine - INFO - Epoch(train) [84][1740/3757] lr: 5.609e-03 eta: 1 day, 2:29:07 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 7.1673 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.4562 loss: 2.4562 2022/06/26 11:34:04 - mmengine - INFO - Epoch(train) [84][1760/3757] lr: 5.609e-03 eta: 1 day, 2:29:02 time: 0.249 data_time: 0.004 memory: 5036 grad_norm: 6.2544 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.1662 loss: 2.1662 2022/06/26 11:34:10 - mmengine - INFO - Epoch(train) [84][1780/3757] lr: 5.609e-03 eta: 1 day, 2:28:57 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 7.2352 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.5234 loss: 2.5234 2022/06/26 11:34:15 - mmengine - INFO - Epoch(train) [84][1800/3757] lr: 5.609e-03 eta: 1 day, 2:28:52 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 6.8259 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2070 loss: 2.2070 2022/06/26 11:34:20 - mmengine - INFO - Epoch(train) [84][1820/3757] lr: 5.609e-03 eta: 1 day, 2:28:46 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 6.9715 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.2573 loss: 2.2573 2022/06/26 11:34:25 - mmengine - INFO - Epoch(train) [84][1840/3757] lr: 5.609e-03 eta: 1 day, 2:28:41 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 6.9529 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7521 loss: 2.7521 2022/06/26 11:34:31 - mmengine - INFO - Epoch(train) [84][1860/3757] lr: 5.609e-03 eta: 1 day, 2:28:36 time: 0.253 data_time: 0.008 memory: 5036 grad_norm: 7.1112 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3550 loss: 2.3550 2022/06/26 11:34:36 - mmengine - INFO - Epoch(train) [84][1880/3757] lr: 5.609e-03 eta: 1 day, 2:28:30 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 6.9077 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.1072 loss: 2.1072 2022/06/26 11:34:41 - mmengine - INFO - Epoch(train) [84][1900/3757] lr: 5.609e-03 eta: 1 day, 2:28:25 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 7.5153 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.3431 loss: 2.3431 2022/06/26 11:34:46 - mmengine - INFO - Epoch(train) [84][1920/3757] lr: 5.609e-03 eta: 1 day, 2:28:19 time: 0.264 data_time: 0.006 memory: 5036 grad_norm: 6.8559 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3575 loss: 2.3575 2022/06/26 11:34:51 - mmengine - INFO - Epoch(train) [84][1940/3757] lr: 5.609e-03 eta: 1 day, 2:28:14 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 7.1057 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.6259 loss: 2.6259 2022/06/26 11:34:56 - mmengine - INFO - Epoch(train) [84][1960/3757] lr: 5.609e-03 eta: 1 day, 2:28:09 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 6.7483 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.2091 loss: 2.2091 2022/06/26 11:35:02 - mmengine - INFO - Epoch(train) [84][1980/3757] lr: 5.609e-03 eta: 1 day, 2:28:03 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 6.1886 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4621 loss: 2.4621 2022/06/26 11:35:07 - mmengine - INFO - Epoch(train) [84][2000/3757] lr: 5.609e-03 eta: 1 day, 2:27:58 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 7.1184 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8458 loss: 2.8458 2022/06/26 11:35:12 - mmengine - INFO - Epoch(train) [84][2020/3757] lr: 5.609e-03 eta: 1 day, 2:27:53 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 6.5618 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0579 loss: 3.0579 2022/06/26 11:35:17 - mmengine - INFO - Epoch(train) [84][2040/3757] lr: 5.609e-03 eta: 1 day, 2:27:48 time: 0.251 data_time: 0.007 memory: 5036 grad_norm: 6.3019 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0727 loss: 2.0727 2022/06/26 11:35:23 - mmengine - INFO - Epoch(train) [84][2060/3757] lr: 5.609e-03 eta: 1 day, 2:27:42 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 7.4415 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2953 loss: 2.2953 2022/06/26 11:35:28 - mmengine - INFO - Epoch(train) [84][2080/3757] lr: 5.609e-03 eta: 1 day, 2:27:37 time: 0.269 data_time: 0.008 memory: 5036 grad_norm: 8.3146 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6768 loss: 2.6768 2022/06/26 11:35:33 - mmengine - INFO - Epoch(train) [84][2100/3757] lr: 5.609e-03 eta: 1 day, 2:27:32 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 7.2350 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.1975 loss: 2.1975 2022/06/26 11:35:39 - mmengine - INFO - Epoch(train) [84][2120/3757] lr: 5.609e-03 eta: 1 day, 2:27:27 time: 0.269 data_time: 0.006 memory: 5036 grad_norm: 6.7337 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3026 loss: 2.3026 2022/06/26 11:35:44 - mmengine - INFO - Epoch(train) [84][2140/3757] lr: 5.609e-03 eta: 1 day, 2:27:22 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 6.9745 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3779 loss: 2.3779 2022/06/26 11:35:49 - mmengine - INFO - Epoch(train) [84][2160/3757] lr: 5.609e-03 eta: 1 day, 2:27:16 time: 0.266 data_time: 0.007 memory: 5036 grad_norm: 6.5012 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4654 loss: 2.4654 2022/06/26 11:35:52 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 11:35:54 - mmengine - INFO - Epoch(train) [84][2180/3757] lr: 5.609e-03 eta: 1 day, 2:27:11 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 8.0695 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.4494 loss: 2.4494 2022/06/26 11:36:00 - mmengine - INFO - Epoch(train) [84][2200/3757] lr: 5.609e-03 eta: 1 day, 2:27:06 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 8.2906 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.3338 loss: 2.3338 2022/06/26 11:36:05 - mmengine - INFO - Epoch(train) [84][2220/3757] lr: 5.609e-03 eta: 1 day, 2:27:00 time: 0.251 data_time: 0.009 memory: 5036 grad_norm: 6.4958 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7234 loss: 2.7234 2022/06/26 11:36:10 - mmengine - INFO - Epoch(train) [84][2240/3757] lr: 5.609e-03 eta: 1 day, 2:26:55 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 6.2717 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2682 loss: 2.2682 2022/06/26 11:36:15 - mmengine - INFO - Epoch(train) [84][2260/3757] lr: 5.609e-03 eta: 1 day, 2:26:50 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.8931 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.4495 loss: 2.4495 2022/06/26 11:36:21 - mmengine - INFO - Epoch(train) [84][2280/3757] lr: 5.609e-03 eta: 1 day, 2:26:45 time: 0.270 data_time: 0.007 memory: 5036 grad_norm: 6.7344 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.6436 loss: 2.6436 2022/06/26 11:36:26 - mmengine - INFO - Epoch(train) [84][2300/3757] lr: 5.609e-03 eta: 1 day, 2:26:39 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 7.2832 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.6179 loss: 2.6179 2022/06/26 11:36:31 - mmengine - INFO - Epoch(train) [84][2320/3757] lr: 5.609e-03 eta: 1 day, 2:26:34 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 6.4666 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.8873 loss: 2.8873 2022/06/26 11:36:36 - mmengine - INFO - Epoch(train) [84][2340/3757] lr: 5.609e-03 eta: 1 day, 2:26:28 time: 0.246 data_time: 0.006 memory: 5036 grad_norm: 6.0350 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.4957 loss: 2.4957 2022/06/26 11:36:42 - mmengine - INFO - Epoch(train) [84][2360/3757] lr: 5.609e-03 eta: 1 day, 2:26:23 time: 0.254 data_time: 0.011 memory: 5036 grad_norm: 6.6926 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.4964 loss: 2.4964 2022/06/26 11:36:47 - mmengine - INFO - Epoch(train) [84][2380/3757] lr: 5.609e-03 eta: 1 day, 2:26:18 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 6.8841 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3804 loss: 2.3804 2022/06/26 11:36:52 - mmengine - INFO - Epoch(train) [84][2400/3757] lr: 5.609e-03 eta: 1 day, 2:26:12 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 5.6812 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3033 loss: 2.3033 2022/06/26 11:36:57 - mmengine - INFO - Epoch(train) [84][2420/3757] lr: 5.609e-03 eta: 1 day, 2:26:07 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 6.6561 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.4862 loss: 2.4862 2022/06/26 11:37:02 - mmengine - INFO - Epoch(train) [84][2440/3757] lr: 5.609e-03 eta: 1 day, 2:26:02 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 7.4098 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.3063 loss: 2.3063 2022/06/26 11:37:08 - mmengine - INFO - Epoch(train) [84][2460/3757] lr: 5.609e-03 eta: 1 day, 2:25:56 time: 0.249 data_time: 0.004 memory: 5036 grad_norm: 6.3557 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4508 loss: 2.4508 2022/06/26 11:37:13 - mmengine - INFO - Epoch(train) [84][2480/3757] lr: 5.609e-03 eta: 1 day, 2:25:51 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 7.6216 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.1919 loss: 2.1919 2022/06/26 11:37:18 - mmengine - INFO - Epoch(train) [84][2500/3757] lr: 5.609e-03 eta: 1 day, 2:25:46 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 5.2755 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.4815 loss: 2.4815 2022/06/26 11:37:24 - mmengine - INFO - Epoch(train) [84][2520/3757] lr: 5.609e-03 eta: 1 day, 2:25:41 time: 0.252 data_time: 0.008 memory: 5036 grad_norm: 6.8567 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8109 loss: 2.8109 2022/06/26 11:37:29 - mmengine - INFO - Epoch(train) [84][2540/3757] lr: 5.609e-03 eta: 1 day, 2:25:36 time: 0.276 data_time: 0.003 memory: 5036 grad_norm: 7.3244 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9371 loss: 1.9371 2022/06/26 11:37:34 - mmengine - INFO - Epoch(train) [84][2560/3757] lr: 5.609e-03 eta: 1 day, 2:25:30 time: 0.257 data_time: 0.012 memory: 5036 grad_norm: 7.3264 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.4691 loss: 2.4691 2022/06/26 11:37:39 - mmengine - INFO - Epoch(train) [84][2580/3757] lr: 5.609e-03 eta: 1 day, 2:25:25 time: 0.260 data_time: 0.014 memory: 5036 grad_norm: 8.0269 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.8326 loss: 2.8326 2022/06/26 11:37:44 - mmengine - INFO - Epoch(train) [84][2600/3757] lr: 5.609e-03 eta: 1 day, 2:25:19 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 6.9231 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.2050 loss: 2.2050 2022/06/26 11:37:50 - mmengine - INFO - Epoch(train) [84][2620/3757] lr: 5.609e-03 eta: 1 day, 2:25:14 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 7.4473 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.4383 loss: 2.4383 2022/06/26 11:37:55 - mmengine - INFO - Epoch(train) [84][2640/3757] lr: 5.609e-03 eta: 1 day, 2:25:09 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 6.5434 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8716 loss: 2.8716 2022/06/26 11:38:00 - mmengine - INFO - Epoch(train) [84][2660/3757] lr: 5.609e-03 eta: 1 day, 2:25:04 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 8.0882 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6021 loss: 2.6021 2022/06/26 11:38:05 - mmengine - INFO - Epoch(train) [84][2680/3757] lr: 5.609e-03 eta: 1 day, 2:24:58 time: 0.265 data_time: 0.006 memory: 5036 grad_norm: 7.0743 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4038 loss: 2.4038 2022/06/26 11:38:11 - mmengine - INFO - Epoch(train) [84][2700/3757] lr: 5.609e-03 eta: 1 day, 2:24:53 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 6.5004 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.2193 loss: 2.2193 2022/06/26 11:38:16 - mmengine - INFO - Epoch(train) [84][2720/3757] lr: 5.609e-03 eta: 1 day, 2:24:48 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 6.3307 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.4690 loss: 2.4690 2022/06/26 11:38:21 - mmengine - INFO - Epoch(train) [84][2740/3757] lr: 5.609e-03 eta: 1 day, 2:24:43 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 7.1185 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.4547 loss: 2.4547 2022/06/26 11:38:26 - mmengine - INFO - Epoch(train) [84][2760/3757] lr: 5.609e-03 eta: 1 day, 2:24:37 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 7.1515 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4961 loss: 2.4961 2022/06/26 11:38:32 - mmengine - INFO - Epoch(train) [84][2780/3757] lr: 5.609e-03 eta: 1 day, 2:24:32 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 7.1026 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2522 loss: 2.2522 2022/06/26 11:38:37 - mmengine - INFO - Epoch(train) [84][2800/3757] lr: 5.609e-03 eta: 1 day, 2:24:26 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 6.7314 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3487 loss: 2.3487 2022/06/26 11:38:42 - mmengine - INFO - Epoch(train) [84][2820/3757] lr: 5.609e-03 eta: 1 day, 2:24:21 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 8.6734 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9794 loss: 2.9794 2022/06/26 11:38:47 - mmengine - INFO - Epoch(train) [84][2840/3757] lr: 5.609e-03 eta: 1 day, 2:24:16 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 6.9934 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4318 loss: 2.4318 2022/06/26 11:38:52 - mmengine - INFO - Epoch(train) [84][2860/3757] lr: 5.609e-03 eta: 1 day, 2:24:10 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 6.7323 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6121 loss: 2.6121 2022/06/26 11:38:57 - mmengine - INFO - Epoch(train) [84][2880/3757] lr: 5.609e-03 eta: 1 day, 2:24:05 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 7.4891 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0139 loss: 2.0139 2022/06/26 11:39:03 - mmengine - INFO - Epoch(train) [84][2900/3757] lr: 5.609e-03 eta: 1 day, 2:24:00 time: 0.265 data_time: 0.006 memory: 5036 grad_norm: 7.7978 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.1827 loss: 2.1827 2022/06/26 11:39:08 - mmengine - INFO - Epoch(train) [84][2920/3757] lr: 5.609e-03 eta: 1 day, 2:23:54 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 7.5122 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.5794 loss: 2.5794 2022/06/26 11:39:13 - mmengine - INFO - Epoch(train) [84][2940/3757] lr: 5.609e-03 eta: 1 day, 2:23:49 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 7.4566 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6695 loss: 2.6695 2022/06/26 11:39:18 - mmengine - INFO - Epoch(train) [84][2960/3757] lr: 5.609e-03 eta: 1 day, 2:23:44 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 7.1881 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.4861 loss: 2.4861 2022/06/26 11:39:24 - mmengine - INFO - Epoch(train) [84][2980/3757] lr: 5.609e-03 eta: 1 day, 2:23:38 time: 0.273 data_time: 0.003 memory: 5036 grad_norm: 7.8881 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.2525 loss: 2.2525 2022/06/26 11:39:29 - mmengine - INFO - Epoch(train) [84][3000/3757] lr: 5.609e-03 eta: 1 day, 2:23:33 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 6.9424 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.2368 loss: 2.2368 2022/06/26 11:39:34 - mmengine - INFO - Epoch(train) [84][3020/3757] lr: 5.609e-03 eta: 1 day, 2:23:28 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.1752 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.5399 loss: 2.5399 2022/06/26 11:39:39 - mmengine - INFO - Epoch(train) [84][3040/3757] lr: 5.609e-03 eta: 1 day, 2:23:22 time: 0.350 data_time: 0.003 memory: 5036 grad_norm: 7.4322 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.4689 loss: 2.4689 2022/06/26 11:39:44 - mmengine - INFO - Epoch(train) [84][3060/3757] lr: 5.609e-03 eta: 1 day, 2:23:17 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 6.9686 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3194 loss: 2.3194 2022/06/26 11:39:50 - mmengine - INFO - Epoch(train) [84][3080/3757] lr: 5.609e-03 eta: 1 day, 2:23:12 time: 0.249 data_time: 0.004 memory: 5036 grad_norm: 7.6595 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.4302 loss: 2.4302 2022/06/26 11:39:55 - mmengine - INFO - Epoch(train) [84][3100/3757] lr: 5.609e-03 eta: 1 day, 2:23:07 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 7.3503 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3522 loss: 2.3522 2022/06/26 11:40:01 - mmengine - INFO - Epoch(train) [84][3120/3757] lr: 5.609e-03 eta: 1 day, 2:23:02 time: 0.253 data_time: 0.008 memory: 5036 grad_norm: 6.2911 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.3898 loss: 2.3898 2022/06/26 11:40:06 - mmengine - INFO - Epoch(train) [84][3140/3757] lr: 5.609e-03 eta: 1 day, 2:22:56 time: 0.263 data_time: 0.008 memory: 5036 grad_norm: 5.9101 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.3494 loss: 2.3494 2022/06/26 11:40:11 - mmengine - INFO - Epoch(train) [84][3160/3757] lr: 5.609e-03 eta: 1 day, 2:22:51 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 8.1457 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.4067 loss: 2.4067 2022/06/26 11:40:13 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 11:40:16 - mmengine - INFO - Epoch(train) [84][3180/3757] lr: 5.609e-03 eta: 1 day, 2:22:46 time: 0.272 data_time: 0.012 memory: 5036 grad_norm: 6.8464 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3772 loss: 2.3772 2022/06/26 11:40:21 - mmengine - INFO - Epoch(train) [84][3200/3757] lr: 5.609e-03 eta: 1 day, 2:22:40 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 6.1438 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3722 loss: 2.3722 2022/06/26 11:40:27 - mmengine - INFO - Epoch(train) [84][3220/3757] lr: 5.609e-03 eta: 1 day, 2:22:35 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 6.5654 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.6294 loss: 2.6294 2022/06/26 11:40:32 - mmengine - INFO - Epoch(train) [84][3240/3757] lr: 5.609e-03 eta: 1 day, 2:22:30 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 6.8676 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7350 loss: 2.7350 2022/06/26 11:40:37 - mmengine - INFO - Epoch(train) [84][3260/3757] lr: 5.609e-03 eta: 1 day, 2:22:24 time: 0.256 data_time: 0.012 memory: 5036 grad_norm: 8.1501 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.5887 loss: 2.5887 2022/06/26 11:40:42 - mmengine - INFO - Epoch(train) [84][3280/3757] lr: 5.609e-03 eta: 1 day, 2:22:19 time: 0.281 data_time: 0.013 memory: 5036 grad_norm: 6.4361 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5272 loss: 2.5272 2022/06/26 11:40:48 - mmengine - INFO - Epoch(train) [84][3300/3757] lr: 5.609e-03 eta: 1 day, 2:22:14 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 7.2791 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3916 loss: 2.3916 2022/06/26 11:40:53 - mmengine - INFO - Epoch(train) [84][3320/3757] lr: 5.609e-03 eta: 1 day, 2:22:08 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 6.6229 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4935 loss: 2.4935 2022/06/26 11:40:58 - mmengine - INFO - Epoch(train) [84][3340/3757] lr: 5.609e-03 eta: 1 day, 2:22:03 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 6.4164 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 2.2165 loss: 2.2165 2022/06/26 11:41:03 - mmengine - INFO - Epoch(train) [84][3360/3757] lr: 5.609e-03 eta: 1 day, 2:21:58 time: 0.280 data_time: 0.003 memory: 5036 grad_norm: 7.4548 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4449 loss: 2.4449 2022/06/26 11:41:09 - mmengine - INFO - Epoch(train) [84][3380/3757] lr: 5.609e-03 eta: 1 day, 2:21:53 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 6.1045 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4591 loss: 2.4591 2022/06/26 11:41:14 - mmengine - INFO - Epoch(train) [84][3400/3757] lr: 5.609e-03 eta: 1 day, 2:21:48 time: 0.250 data_time: 0.004 memory: 5036 grad_norm: 5.9998 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.7649 loss: 2.7649 2022/06/26 11:41:19 - mmengine - INFO - Epoch(train) [84][3420/3757] lr: 5.609e-03 eta: 1 day, 2:21:42 time: 0.251 data_time: 0.007 memory: 5036 grad_norm: 7.0118 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.2783 loss: 2.2783 2022/06/26 11:41:24 - mmengine - INFO - Epoch(train) [84][3440/3757] lr: 5.609e-03 eta: 1 day, 2:21:37 time: 0.261 data_time: 0.009 memory: 5036 grad_norm: 6.7779 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4675 loss: 2.4675 2022/06/26 11:41:30 - mmengine - INFO - Epoch(train) [84][3460/3757] lr: 5.609e-03 eta: 1 day, 2:21:32 time: 0.259 data_time: 0.012 memory: 5036 grad_norm: 7.0334 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7927 loss: 2.7927 2022/06/26 11:41:35 - mmengine - INFO - Epoch(train) [84][3480/3757] lr: 5.609e-03 eta: 1 day, 2:21:26 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 7.5500 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0389 loss: 2.0389 2022/06/26 11:41:40 - mmengine - INFO - Epoch(train) [84][3500/3757] lr: 5.609e-03 eta: 1 day, 2:21:21 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 7.1715 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7213 loss: 2.7213 2022/06/26 11:41:45 - mmengine - INFO - Epoch(train) [84][3520/3757] lr: 5.609e-03 eta: 1 day, 2:21:16 time: 0.265 data_time: 0.008 memory: 5036 grad_norm: 7.1910 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4754 loss: 2.4754 2022/06/26 11:41:51 - mmengine - INFO - Epoch(train) [84][3540/3757] lr: 5.609e-03 eta: 1 day, 2:21:11 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 7.3637 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8735 loss: 2.8735 2022/06/26 11:41:56 - mmengine - INFO - Epoch(train) [84][3560/3757] lr: 5.609e-03 eta: 1 day, 2:21:05 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 5.5992 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3252 loss: 2.3252 2022/06/26 11:42:02 - mmengine - INFO - Epoch(train) [84][3580/3757] lr: 5.609e-03 eta: 1 day, 2:21:00 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 6.5889 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8340 loss: 2.8340 2022/06/26 11:42:07 - mmengine - INFO - Epoch(train) [84][3600/3757] lr: 5.609e-03 eta: 1 day, 2:20:55 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 7.3420 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4410 loss: 2.4410 2022/06/26 11:42:12 - mmengine - INFO - Epoch(train) [84][3620/3757] lr: 5.609e-03 eta: 1 day, 2:20:50 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 7.3055 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1245 loss: 2.1245 2022/06/26 11:42:17 - mmengine - INFO - Epoch(train) [84][3640/3757] lr: 5.609e-03 eta: 1 day, 2:20:45 time: 0.251 data_time: 0.007 memory: 5036 grad_norm: 7.7608 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4150 loss: 2.4150 2022/06/26 11:42:23 - mmengine - INFO - Epoch(train) [84][3660/3757] lr: 5.609e-03 eta: 1 day, 2:20:39 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 7.1742 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.5021 loss: 2.5021 2022/06/26 11:42:28 - mmengine - INFO - Epoch(train) [84][3680/3757] lr: 5.609e-03 eta: 1 day, 2:20:34 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 6.5020 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.9588 loss: 1.9588 2022/06/26 11:42:33 - mmengine - INFO - Epoch(train) [84][3700/3757] lr: 5.609e-03 eta: 1 day, 2:20:28 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 7.3449 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3763 loss: 2.3763 2022/06/26 11:42:38 - mmengine - INFO - Epoch(train) [84][3720/3757] lr: 5.609e-03 eta: 1 day, 2:20:23 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 6.3246 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.3246 loss: 2.3246 2022/06/26 11:42:43 - mmengine - INFO - Epoch(train) [84][3740/3757] lr: 5.609e-03 eta: 1 day, 2:20:18 time: 0.241 data_time: 0.005 memory: 5036 grad_norm: 6.9941 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0019 loss: 2.0019 2022/06/26 11:42:47 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 11:42:47 - mmengine - INFO - Saving checkpoint at 84 epochs 2022/06/26 11:43:00 - mmengine - INFO - Epoch(val) [84][20/310] eta: 0:01:45 time: 0.106 data_time: 0.004 memory: 5036 2022/06/26 11:43:05 - mmengine - INFO - Epoch(val) [84][40/310] eta: 0:01:35 time: 0.118 data_time: 0.011 memory: 1723 2022/06/26 11:43:10 - mmengine - INFO - Epoch(val) [84][60/310] eta: 0:00:28 time: 0.109 data_time: 0.001 memory: 1723 2022/06/26 11:43:14 - mmengine - INFO - Epoch(val) [84][80/310] eta: 0:00:24 time: 0.111 data_time: 0.002 memory: 1723 2022/06/26 11:43:21 - mmengine - INFO - Epoch(val) [84][100/310] eta: 0:01:08 time: 0.109 data_time: 0.001 memory: 1723 2022/06/26 11:43:26 - mmengine - INFO - Epoch(val) [84][120/310] eta: 0:01:03 time: 0.153 data_time: 0.053 memory: 1723 2022/06/26 11:43:30 - mmengine - INFO - Epoch(val) [84][140/310] eta: 0:00:21 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 11:43:34 - mmengine - INFO - Epoch(val) [84][160/310] eta: 0:00:20 time: 0.103 data_time: 0.002 memory: 1723 2022/06/26 11:43:41 - mmengine - INFO - Epoch(val) [84][180/310] eta: 0:00:40 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 11:43:46 - mmengine - INFO - Epoch(val) [84][200/310] eta: 0:00:38 time: 0.359 data_time: 0.250 memory: 1723 2022/06/26 11:43:51 - mmengine - INFO - Epoch(val) [84][220/310] eta: 0:00:12 time: 0.223 data_time: 0.121 memory: 1723 2022/06/26 11:43:55 - mmengine - INFO - Epoch(val) [84][240/310] eta: 0:00:09 time: 0.109 data_time: 0.002 memory: 1723 2022/06/26 11:44:02 - mmengine - INFO - Epoch(val) [84][260/310] eta: 0:00:17 time: 0.103 data_time: 0.002 memory: 1723 2022/06/26 11:44:07 - mmengine - INFO - Epoch(val) [84][280/310] eta: 0:00:10 time: 0.114 data_time: 0.002 memory: 1723 2022/06/26 11:44:09 - mmengine - INFO - Epoch(val) [84][300/310] eta: 0:00:01 time: 0.102 data_time: 0.001 memory: 1723 2022/06/26 11:44:11 - mmengine - INFO - Epoch(val) [84][310/310] acc/top1: 0.5201 acc/top5: 0.7640 acc/mean1: 0.5199 2022/06/26 11:44:21 - mmengine - INFO - Epoch(train) [85][20/3757] lr: 5.523e-03 eta: 1 day, 2:20:10 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 6.1921 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6497 loss: 2.6497 2022/06/26 11:44:26 - mmengine - INFO - Epoch(train) [85][40/3757] lr: 5.523e-03 eta: 1 day, 2:20:05 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 7.1117 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.1515 loss: 2.1515 2022/06/26 11:44:32 - mmengine - INFO - Epoch(train) [85][60/3757] lr: 5.523e-03 eta: 1 day, 2:20:01 time: 0.248 data_time: 0.009 memory: 5036 grad_norm: 6.7757 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.5558 loss: 2.5558 2022/06/26 11:44:37 - mmengine - INFO - Epoch(train) [85][80/3757] lr: 5.523e-03 eta: 1 day, 2:19:55 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 7.0134 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2194 loss: 2.2194 2022/06/26 11:44:43 - mmengine - INFO - Epoch(train) [85][100/3757] lr: 5.523e-03 eta: 1 day, 2:19:50 time: 0.271 data_time: 0.003 memory: 5036 grad_norm: 7.6843 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5478 loss: 2.5478 2022/06/26 11:44:48 - mmengine - INFO - Epoch(train) [85][120/3757] lr: 5.523e-03 eta: 1 day, 2:19:45 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 7.0965 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3962 loss: 2.3962 2022/06/26 11:44:53 - mmengine - INFO - Epoch(train) [85][140/3757] lr: 5.523e-03 eta: 1 day, 2:19:39 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 7.5340 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4912 loss: 2.4912 2022/06/26 11:44:58 - mmengine - INFO - Epoch(train) [85][160/3757] lr: 5.523e-03 eta: 1 day, 2:19:34 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 7.1487 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.2102 loss: 2.2102 2022/06/26 11:45:04 - mmengine - INFO - Epoch(train) [85][180/3757] lr: 5.523e-03 eta: 1 day, 2:19:29 time: 0.295 data_time: 0.003 memory: 5036 grad_norm: 7.9980 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2265 loss: 2.2265 2022/06/26 11:45:09 - mmengine - INFO - Epoch(train) [85][200/3757] lr: 5.523e-03 eta: 1 day, 2:19:24 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 6.8827 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4887 loss: 2.4887 2022/06/26 11:45:14 - mmengine - INFO - Epoch(train) [85][220/3757] lr: 5.523e-03 eta: 1 day, 2:19:19 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 7.2332 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1503 loss: 2.1503 2022/06/26 11:45:20 - mmengine - INFO - Epoch(train) [85][240/3757] lr: 5.523e-03 eta: 1 day, 2:19:13 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 6.4812 top1_acc: 0.0000 top5_acc: 0.6250 loss_cls: 2.3653 loss: 2.3653 2022/06/26 11:45:25 - mmengine - INFO - Epoch(train) [85][260/3757] lr: 5.523e-03 eta: 1 day, 2:19:08 time: 0.271 data_time: 0.003 memory: 5036 grad_norm: 5.3579 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6967 loss: 2.6967 2022/06/26 11:45:31 - mmengine - INFO - Epoch(train) [85][280/3757] lr: 5.523e-03 eta: 1 day, 2:19:03 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 5.8934 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2464 loss: 2.2464 2022/06/26 11:45:36 - mmengine - INFO - Epoch(train) [85][300/3757] lr: 5.523e-03 eta: 1 day, 2:18:58 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 7.5868 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.7192 loss: 2.7192 2022/06/26 11:45:41 - mmengine - INFO - Epoch(train) [85][320/3757] lr: 5.523e-03 eta: 1 day, 2:18:53 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 5.9697 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.1457 loss: 3.1457 2022/06/26 11:45:46 - mmengine - INFO - Epoch(train) [85][340/3757] lr: 5.523e-03 eta: 1 day, 2:18:47 time: 0.270 data_time: 0.003 memory: 5036 grad_norm: 7.3020 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.5946 loss: 2.5946 2022/06/26 11:45:52 - mmengine - INFO - Epoch(train) [85][360/3757] lr: 5.523e-03 eta: 1 day, 2:18:42 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 6.4334 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3529 loss: 2.3529 2022/06/26 11:45:57 - mmengine - INFO - Epoch(train) [85][380/3757] lr: 5.523e-03 eta: 1 day, 2:18:37 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 5.9626 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.5425 loss: 2.5425 2022/06/26 11:46:02 - mmengine - INFO - Epoch(train) [85][400/3757] lr: 5.523e-03 eta: 1 day, 2:18:32 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 6.1160 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3035 loss: 2.3035 2022/06/26 11:46:05 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 11:46:07 - mmengine - INFO - Epoch(train) [85][420/3757] lr: 5.523e-03 eta: 1 day, 2:18:26 time: 0.270 data_time: 0.003 memory: 5036 grad_norm: 6.9292 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9824 loss: 2.9824 2022/06/26 11:46:13 - mmengine - INFO - Epoch(train) [85][440/3757] lr: 5.523e-03 eta: 1 day, 2:18:21 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 7.0688 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6003 loss: 2.6003 2022/06/26 11:46:18 - mmengine - INFO - Epoch(train) [85][460/3757] lr: 5.523e-03 eta: 1 day, 2:18:16 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 7.0856 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7149 loss: 2.7149 2022/06/26 11:46:23 - mmengine - INFO - Epoch(train) [85][480/3757] lr: 5.523e-03 eta: 1 day, 2:18:10 time: 0.244 data_time: 0.003 memory: 5036 grad_norm: 7.5163 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.4781 loss: 2.4781 2022/06/26 11:46:28 - mmengine - INFO - Epoch(train) [85][500/3757] lr: 5.523e-03 eta: 1 day, 2:18:05 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 6.4567 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.3021 loss: 2.3021 2022/06/26 11:46:34 - mmengine - INFO - Epoch(train) [85][520/3757] lr: 5.523e-03 eta: 1 day, 2:18:00 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 6.8021 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5120 loss: 2.5120 2022/06/26 11:46:39 - mmengine - INFO - Epoch(train) [85][540/3757] lr: 5.523e-03 eta: 1 day, 2:17:55 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 7.6654 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3642 loss: 2.3642 2022/06/26 11:46:44 - mmengine - INFO - Epoch(train) [85][560/3757] lr: 5.523e-03 eta: 1 day, 2:17:50 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 6.7787 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.1150 loss: 2.1150 2022/06/26 11:46:50 - mmengine - INFO - Epoch(train) [85][580/3757] lr: 5.523e-03 eta: 1 day, 2:17:44 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 8.4678 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.4089 loss: 2.4089 2022/06/26 11:46:55 - mmengine - INFO - Epoch(train) [85][600/3757] lr: 5.523e-03 eta: 1 day, 2:17:39 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 6.8995 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.2401 loss: 2.2401 2022/06/26 11:47:01 - mmengine - INFO - Epoch(train) [85][620/3757] lr: 5.523e-03 eta: 1 day, 2:17:34 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 6.0466 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3812 loss: 2.3812 2022/06/26 11:47:06 - mmengine - INFO - Epoch(train) [85][640/3757] lr: 5.523e-03 eta: 1 day, 2:17:29 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 7.6182 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.6197 loss: 2.6197 2022/06/26 11:47:11 - mmengine - INFO - Epoch(train) [85][660/3757] lr: 5.523e-03 eta: 1 day, 2:17:24 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 5.5535 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.4232 loss: 2.4232 2022/06/26 11:47:16 - mmengine - INFO - Epoch(train) [85][680/3757] lr: 5.523e-03 eta: 1 day, 2:17:18 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 7.3379 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6631 loss: 2.6631 2022/06/26 11:47:22 - mmengine - INFO - Epoch(train) [85][700/3757] lr: 5.523e-03 eta: 1 day, 2:17:13 time: 0.251 data_time: 0.007 memory: 5036 grad_norm: 7.2556 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4828 loss: 2.4828 2022/06/26 11:47:27 - mmengine - INFO - Epoch(train) [85][720/3757] lr: 5.523e-03 eta: 1 day, 2:17:08 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 7.5873 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3249 loss: 2.3249 2022/06/26 11:47:32 - mmengine - INFO - Epoch(train) [85][740/3757] lr: 5.523e-03 eta: 1 day, 2:17:03 time: 0.250 data_time: 0.009 memory: 5036 grad_norm: 7.7023 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5964 loss: 2.5964 2022/06/26 11:47:38 - mmengine - INFO - Epoch(train) [85][760/3757] lr: 5.523e-03 eta: 1 day, 2:16:57 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 6.8427 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.3845 loss: 2.3845 2022/06/26 11:47:43 - mmengine - INFO - Epoch(train) [85][780/3757] lr: 5.523e-03 eta: 1 day, 2:16:52 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 6.7776 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.4909 loss: 2.4909 2022/06/26 11:47:48 - mmengine - INFO - Epoch(train) [85][800/3757] lr: 5.523e-03 eta: 1 day, 2:16:47 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 7.4586 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.3581 loss: 2.3581 2022/06/26 11:47:53 - mmengine - INFO - Epoch(train) [85][820/3757] lr: 5.523e-03 eta: 1 day, 2:16:41 time: 0.247 data_time: 0.004 memory: 5036 grad_norm: 6.9785 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1518 loss: 2.1518 2022/06/26 11:47:58 - mmengine - INFO - Epoch(train) [85][840/3757] lr: 5.523e-03 eta: 1 day, 2:16:36 time: 0.248 data_time: 0.004 memory: 5036 grad_norm: 7.6189 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4177 loss: 2.4177 2022/06/26 11:48:03 - mmengine - INFO - Epoch(train) [85][860/3757] lr: 5.523e-03 eta: 1 day, 2:16:31 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 6.8287 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7548 loss: 2.7548 2022/06/26 11:48:08 - mmengine - INFO - Epoch(train) [85][880/3757] lr: 5.523e-03 eta: 1 day, 2:16:25 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 7.0463 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.5095 loss: 2.5095 2022/06/26 11:48:14 - mmengine - INFO - Epoch(train) [85][900/3757] lr: 5.523e-03 eta: 1 day, 2:16:20 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 6.0589 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1231 loss: 2.1231 2022/06/26 11:48:19 - mmengine - INFO - Epoch(train) [85][920/3757] lr: 5.523e-03 eta: 1 day, 2:16:14 time: 0.252 data_time: 0.008 memory: 5036 grad_norm: 6.2842 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.0761 loss: 2.0761 2022/06/26 11:48:24 - mmengine - INFO - Epoch(train) [85][940/3757] lr: 5.523e-03 eta: 1 day, 2:16:09 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 8.1845 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2497 loss: 2.2497 2022/06/26 11:48:29 - mmengine - INFO - Epoch(train) [85][960/3757] lr: 5.523e-03 eta: 1 day, 2:16:04 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 6.8047 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3242 loss: 2.3242 2022/06/26 11:48:35 - mmengine - INFO - Epoch(train) [85][980/3757] lr: 5.523e-03 eta: 1 day, 2:15:59 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 6.5675 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5947 loss: 2.5947 2022/06/26 11:48:40 - mmengine - INFO - Epoch(train) [85][1000/3757] lr: 5.523e-03 eta: 1 day, 2:15:53 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 7.0312 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1679 loss: 2.1679 2022/06/26 11:48:45 - mmengine - INFO - Epoch(train) [85][1020/3757] lr: 5.523e-03 eta: 1 day, 2:15:48 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.1808 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6941 loss: 2.6941 2022/06/26 11:48:51 - mmengine - INFO - Epoch(train) [85][1040/3757] lr: 5.523e-03 eta: 1 day, 2:15:43 time: 0.274 data_time: 0.026 memory: 5036 grad_norm: 5.9979 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.6492 loss: 2.6492 2022/06/26 11:48:56 - mmengine - INFO - Epoch(train) [85][1060/3757] lr: 5.523e-03 eta: 1 day, 2:15:38 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 6.2697 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1452 loss: 2.1452 2022/06/26 11:49:01 - mmengine - INFO - Epoch(train) [85][1080/3757] lr: 5.523e-03 eta: 1 day, 2:15:32 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 6.5894 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3917 loss: 2.3917 2022/06/26 11:49:06 - mmengine - INFO - Epoch(train) [85][1100/3757] lr: 5.523e-03 eta: 1 day, 2:15:27 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 6.9806 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6172 loss: 2.6172 2022/06/26 11:49:11 - mmengine - INFO - Epoch(train) [85][1120/3757] lr: 5.523e-03 eta: 1 day, 2:15:22 time: 0.257 data_time: 0.011 memory: 5036 grad_norm: 5.9832 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1588 loss: 2.1588 2022/06/26 11:49:17 - mmengine - INFO - Epoch(train) [85][1140/3757] lr: 5.523e-03 eta: 1 day, 2:15:16 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 6.5886 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.3699 loss: 2.3699 2022/06/26 11:49:22 - mmengine - INFO - Epoch(train) [85][1160/3757] lr: 5.523e-03 eta: 1 day, 2:15:11 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 7.3930 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.1333 loss: 2.1333 2022/06/26 11:49:27 - mmengine - INFO - Epoch(train) [85][1180/3757] lr: 5.523e-03 eta: 1 day, 2:15:06 time: 0.267 data_time: 0.006 memory: 5036 grad_norm: 7.3448 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6866 loss: 2.6866 2022/06/26 11:49:32 - mmengine - INFO - Epoch(train) [85][1200/3757] lr: 5.523e-03 eta: 1 day, 2:15:00 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 7.0168 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.3620 loss: 2.3620 2022/06/26 11:49:37 - mmengine - INFO - Epoch(train) [85][1220/3757] lr: 5.523e-03 eta: 1 day, 2:14:55 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 7.5414 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1424 loss: 2.1424 2022/06/26 11:49:43 - mmengine - INFO - Epoch(train) [85][1240/3757] lr: 5.523e-03 eta: 1 day, 2:14:49 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 8.3385 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6919 loss: 2.6919 2022/06/26 11:49:48 - mmengine - INFO - Epoch(train) [85][1260/3757] lr: 5.523e-03 eta: 1 day, 2:14:44 time: 0.267 data_time: 0.006 memory: 5036 grad_norm: 7.2699 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9302 loss: 2.9302 2022/06/26 11:49:53 - mmengine - INFO - Epoch(train) [85][1280/3757] lr: 5.523e-03 eta: 1 day, 2:14:39 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 7.0565 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.4558 loss: 2.4558 2022/06/26 11:49:58 - mmengine - INFO - Epoch(train) [85][1300/3757] lr: 5.523e-03 eta: 1 day, 2:14:33 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 7.2052 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.1570 loss: 2.1570 2022/06/26 11:50:03 - mmengine - INFO - Epoch(train) [85][1320/3757] lr: 5.523e-03 eta: 1 day, 2:14:28 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 8.0405 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5022 loss: 2.5022 2022/06/26 11:50:09 - mmengine - INFO - Epoch(train) [85][1340/3757] lr: 5.523e-03 eta: 1 day, 2:14:23 time: 0.254 data_time: 0.013 memory: 5036 grad_norm: 6.5600 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2065 loss: 2.2065 2022/06/26 11:50:14 - mmengine - INFO - Epoch(train) [85][1360/3757] lr: 5.523e-03 eta: 1 day, 2:14:18 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 6.3158 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4464 loss: 2.4464 2022/06/26 11:50:19 - mmengine - INFO - Epoch(train) [85][1380/3757] lr: 5.523e-03 eta: 1 day, 2:14:12 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 5.9048 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4316 loss: 2.4316 2022/06/26 11:50:24 - mmengine - INFO - Epoch(train) [85][1400/3757] lr: 5.523e-03 eta: 1 day, 2:14:07 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 6.1173 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.1491 loss: 2.1491 2022/06/26 11:50:28 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 11:50:30 - mmengine - INFO - Epoch(train) [85][1420/3757] lr: 5.523e-03 eta: 1 day, 2:14:02 time: 0.254 data_time: 0.012 memory: 5036 grad_norm: 6.8137 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.0613 loss: 2.0613 2022/06/26 11:50:35 - mmengine - INFO - Epoch(train) [85][1440/3757] lr: 5.523e-03 eta: 1 day, 2:13:56 time: 0.265 data_time: 0.006 memory: 5036 grad_norm: 6.5376 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2942 loss: 2.2942 2022/06/26 11:50:40 - mmengine - INFO - Epoch(train) [85][1460/3757] lr: 5.523e-03 eta: 1 day, 2:13:51 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 7.1444 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.3577 loss: 2.3577 2022/06/26 11:50:45 - mmengine - INFO - Epoch(train) [85][1480/3757] lr: 5.523e-03 eta: 1 day, 2:13:46 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 7.5078 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.5883 loss: 2.5883 2022/06/26 11:50:50 - mmengine - INFO - Epoch(train) [85][1500/3757] lr: 5.523e-03 eta: 1 day, 2:13:40 time: 0.279 data_time: 0.022 memory: 5036 grad_norm: 6.7681 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3879 loss: 2.3879 2022/06/26 11:50:56 - mmengine - INFO - Epoch(train) [85][1520/3757] lr: 5.523e-03 eta: 1 day, 2:13:35 time: 0.251 data_time: 0.012 memory: 5036 grad_norm: 7.2012 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7616 loss: 2.7616 2022/06/26 11:51:01 - mmengine - INFO - Epoch(train) [85][1540/3757] lr: 5.523e-03 eta: 1 day, 2:13:30 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 7.8854 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6016 loss: 2.6016 2022/06/26 11:51:06 - mmengine - INFO - Epoch(train) [85][1560/3757] lr: 5.523e-03 eta: 1 day, 2:13:24 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 8.5284 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0280 loss: 2.0280 2022/06/26 11:51:11 - mmengine - INFO - Epoch(train) [85][1580/3757] lr: 5.523e-03 eta: 1 day, 2:13:19 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 6.5939 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4254 loss: 2.4254 2022/06/26 11:51:17 - mmengine - INFO - Epoch(train) [85][1600/3757] lr: 5.523e-03 eta: 1 day, 2:13:14 time: 0.256 data_time: 0.012 memory: 5036 grad_norm: 8.0038 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.2699 loss: 2.2699 2022/06/26 11:51:22 - mmengine - INFO - Epoch(train) [85][1620/3757] lr: 5.523e-03 eta: 1 day, 2:13:09 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 6.4520 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.9560 loss: 1.9560 2022/06/26 11:51:27 - mmengine - INFO - Epoch(train) [85][1640/3757] lr: 5.523e-03 eta: 1 day, 2:13:03 time: 0.263 data_time: 0.009 memory: 5036 grad_norm: 7.2941 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.9306 loss: 1.9306 2022/06/26 11:51:32 - mmengine - INFO - Epoch(train) [85][1660/3757] lr: 5.523e-03 eta: 1 day, 2:12:58 time: 0.255 data_time: 0.008 memory: 5036 grad_norm: 6.8284 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6211 loss: 2.6211 2022/06/26 11:51:38 - mmengine - INFO - Epoch(train) [85][1680/3757] lr: 5.523e-03 eta: 1 day, 2:12:53 time: 0.259 data_time: 0.009 memory: 5036 grad_norm: 6.9120 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.8409 loss: 1.8409 2022/06/26 11:51:43 - mmengine - INFO - Epoch(train) [85][1700/3757] lr: 5.523e-03 eta: 1 day, 2:12:48 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 7.2152 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2759 loss: 2.2759 2022/06/26 11:51:48 - mmengine - INFO - Epoch(train) [85][1720/3757] lr: 5.523e-03 eta: 1 day, 2:12:42 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 6.0860 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.1292 loss: 2.1292 2022/06/26 11:51:53 - mmengine - INFO - Epoch(train) [85][1740/3757] lr: 5.523e-03 eta: 1 day, 2:12:37 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 9.1103 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4065 loss: 2.4065 2022/06/26 11:51:59 - mmengine - INFO - Epoch(train) [85][1760/3757] lr: 5.523e-03 eta: 1 day, 2:12:32 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 6.9120 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.2184 loss: 2.2184 2022/06/26 11:52:04 - mmengine - INFO - Epoch(train) [85][1780/3757] lr: 5.523e-03 eta: 1 day, 2:12:26 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 6.1777 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.0483 loss: 2.0483 2022/06/26 11:52:09 - mmengine - INFO - Epoch(train) [85][1800/3757] lr: 5.523e-03 eta: 1 day, 2:12:21 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 7.0140 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.1835 loss: 2.1835 2022/06/26 11:52:14 - mmengine - INFO - Epoch(train) [85][1820/3757] lr: 5.523e-03 eta: 1 day, 2:12:16 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 7.7133 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.2969 loss: 2.2969 2022/06/26 11:52:20 - mmengine - INFO - Epoch(train) [85][1840/3757] lr: 5.523e-03 eta: 1 day, 2:12:10 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 7.2085 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2231 loss: 2.2231 2022/06/26 11:52:25 - mmengine - INFO - Epoch(train) [85][1860/3757] lr: 5.523e-03 eta: 1 day, 2:12:05 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 7.3040 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6250 loss: 2.6250 2022/06/26 11:52:30 - mmengine - INFO - Epoch(train) [85][1880/3757] lr: 5.523e-03 eta: 1 day, 2:12:00 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 7.3024 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8152 loss: 2.8152 2022/06/26 11:52:35 - mmengine - INFO - Epoch(train) [85][1900/3757] lr: 5.523e-03 eta: 1 day, 2:11:54 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 7.5671 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3851 loss: 2.3851 2022/06/26 11:52:40 - mmengine - INFO - Epoch(train) [85][1920/3757] lr: 5.523e-03 eta: 1 day, 2:11:49 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 7.4037 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.8756 loss: 2.8756 2022/06/26 11:52:46 - mmengine - INFO - Epoch(train) [85][1940/3757] lr: 5.523e-03 eta: 1 day, 2:11:44 time: 0.259 data_time: 0.008 memory: 5036 grad_norm: 7.4333 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2613 loss: 2.2613 2022/06/26 11:52:51 - mmengine - INFO - Epoch(train) [85][1960/3757] lr: 5.523e-03 eta: 1 day, 2:11:38 time: 0.280 data_time: 0.003 memory: 5036 grad_norm: 6.5082 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6844 loss: 2.6844 2022/06/26 11:52:56 - mmengine - INFO - Epoch(train) [85][1980/3757] lr: 5.523e-03 eta: 1 day, 2:11:33 time: 0.250 data_time: 0.008 memory: 5036 grad_norm: 7.6413 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4928 loss: 2.4928 2022/06/26 11:53:01 - mmengine - INFO - Epoch(train) [85][2000/3757] lr: 5.523e-03 eta: 1 day, 2:11:28 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 6.4093 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 2.4848 loss: 2.4848 2022/06/26 11:53:06 - mmengine - INFO - Epoch(train) [85][2020/3757] lr: 5.523e-03 eta: 1 day, 2:11:22 time: 0.266 data_time: 0.006 memory: 5036 grad_norm: 6.6074 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5285 loss: 2.5285 2022/06/26 11:53:12 - mmengine - INFO - Epoch(train) [85][2040/3757] lr: 5.523e-03 eta: 1 day, 2:11:18 time: 0.268 data_time: 0.004 memory: 5036 grad_norm: 7.3625 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.4057 loss: 2.4057 2022/06/26 11:53:17 - mmengine - INFO - Epoch(train) [85][2060/3757] lr: 5.523e-03 eta: 1 day, 2:11:12 time: 0.265 data_time: 0.014 memory: 5036 grad_norm: 7.5672 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1982 loss: 2.1982 2022/06/26 11:53:22 - mmengine - INFO - Epoch(train) [85][2080/3757] lr: 5.523e-03 eta: 1 day, 2:11:07 time: 0.254 data_time: 0.008 memory: 5036 grad_norm: 6.6612 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2949 loss: 2.2949 2022/06/26 11:53:28 - mmengine - INFO - Epoch(train) [85][2100/3757] lr: 5.523e-03 eta: 1 day, 2:11:02 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 6.5344 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6428 loss: 2.6428 2022/06/26 11:53:33 - mmengine - INFO - Epoch(train) [85][2120/3757] lr: 5.523e-03 eta: 1 day, 2:10:56 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 5.9876 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.4009 loss: 2.4009 2022/06/26 11:53:38 - mmengine - INFO - Epoch(train) [85][2140/3757] lr: 5.523e-03 eta: 1 day, 2:10:51 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 6.4639 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.0136 loss: 2.0136 2022/06/26 11:53:43 - mmengine - INFO - Epoch(train) [85][2160/3757] lr: 5.523e-03 eta: 1 day, 2:10:45 time: 0.256 data_time: 0.010 memory: 5036 grad_norm: 8.1587 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5348 loss: 2.5348 2022/06/26 11:53:48 - mmengine - INFO - Epoch(train) [85][2180/3757] lr: 5.523e-03 eta: 1 day, 2:10:40 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 7.2387 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.4865 loss: 2.4865 2022/06/26 11:53:54 - mmengine - INFO - Epoch(train) [85][2200/3757] lr: 5.523e-03 eta: 1 day, 2:10:35 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 6.0560 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.3198 loss: 2.3198 2022/06/26 11:53:59 - mmengine - INFO - Epoch(train) [85][2220/3757] lr: 5.523e-03 eta: 1 day, 2:10:30 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.7515 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2074 loss: 2.2074 2022/06/26 11:54:04 - mmengine - INFO - Epoch(train) [85][2240/3757] lr: 5.523e-03 eta: 1 day, 2:10:24 time: 0.246 data_time: 0.004 memory: 5036 grad_norm: 10.4856 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6779 loss: 2.6779 2022/06/26 11:54:09 - mmengine - INFO - Epoch(train) [85][2260/3757] lr: 5.523e-03 eta: 1 day, 2:10:19 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 7.4959 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3462 loss: 2.3462 2022/06/26 11:54:15 - mmengine - INFO - Epoch(train) [85][2280/3757] lr: 5.523e-03 eta: 1 day, 2:10:14 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 8.2103 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.3100 loss: 2.3100 2022/06/26 11:54:20 - mmengine - INFO - Epoch(train) [85][2300/3757] lr: 5.523e-03 eta: 1 day, 2:10:08 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 6.8021 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.2681 loss: 2.2681 2022/06/26 11:54:25 - mmengine - INFO - Epoch(train) [85][2320/3757] lr: 5.523e-03 eta: 1 day, 2:10:03 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 7.3665 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4438 loss: 2.4438 2022/06/26 11:54:30 - mmengine - INFO - Epoch(train) [85][2340/3757] lr: 5.523e-03 eta: 1 day, 2:09:58 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 5.3738 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2280 loss: 2.2280 2022/06/26 11:54:36 - mmengine - INFO - Epoch(train) [85][2360/3757] lr: 5.523e-03 eta: 1 day, 2:09:52 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 6.7002 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6456 loss: 2.6456 2022/06/26 11:54:41 - mmengine - INFO - Epoch(train) [85][2380/3757] lr: 5.523e-03 eta: 1 day, 2:09:47 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.9712 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1712 loss: 2.1712 2022/06/26 11:54:46 - mmengine - INFO - Epoch(train) [85][2400/3757] lr: 5.523e-03 eta: 1 day, 2:09:42 time: 0.271 data_time: 0.003 memory: 5036 grad_norm: 7.8452 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.6450 loss: 2.6450 2022/06/26 11:54:49 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 11:54:51 - mmengine - INFO - Epoch(train) [85][2420/3757] lr: 5.523e-03 eta: 1 day, 2:09:37 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 7.9301 top1_acc: 0.0000 top5_acc: 0.6250 loss_cls: 2.4785 loss: 2.4785 2022/06/26 11:54:57 - mmengine - INFO - Epoch(train) [85][2440/3757] lr: 5.523e-03 eta: 1 day, 2:09:31 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 6.8168 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6627 loss: 2.6627 2022/06/26 11:55:02 - mmengine - INFO - Epoch(train) [85][2460/3757] lr: 5.523e-03 eta: 1 day, 2:09:26 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 8.0345 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2424 loss: 2.2424 2022/06/26 11:55:07 - mmengine - INFO - Epoch(train) [85][2480/3757] lr: 5.523e-03 eta: 1 day, 2:09:21 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.9559 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.7616 loss: 2.7616 2022/06/26 11:55:13 - mmengine - INFO - Epoch(train) [85][2500/3757] lr: 5.523e-03 eta: 1 day, 2:09:16 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 7.7715 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.8522 loss: 1.8522 2022/06/26 11:55:18 - mmengine - INFO - Epoch(train) [85][2520/3757] lr: 5.523e-03 eta: 1 day, 2:09:10 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.6233 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2528 loss: 2.2528 2022/06/26 11:55:23 - mmengine - INFO - Epoch(train) [85][2540/3757] lr: 5.523e-03 eta: 1 day, 2:09:05 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 6.6413 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.1820 loss: 2.1820 2022/06/26 11:55:28 - mmengine - INFO - Epoch(train) [85][2560/3757] lr: 5.523e-03 eta: 1 day, 2:09:00 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 7.2985 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6695 loss: 2.6695 2022/06/26 11:55:33 - mmengine - INFO - Epoch(train) [85][2580/3757] lr: 5.523e-03 eta: 1 day, 2:08:54 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 7.4229 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.8568 loss: 2.8568 2022/06/26 11:55:39 - mmengine - INFO - Epoch(train) [85][2600/3757] lr: 5.523e-03 eta: 1 day, 2:08:49 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 7.0470 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.3462 loss: 2.3462 2022/06/26 11:55:44 - mmengine - INFO - Epoch(train) [85][2620/3757] lr: 5.523e-03 eta: 1 day, 2:08:44 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 7.9698 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.8184 loss: 2.8184 2022/06/26 11:55:49 - mmengine - INFO - Epoch(train) [85][2640/3757] lr: 5.523e-03 eta: 1 day, 2:08:38 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 7.1894 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.8557 loss: 2.8557 2022/06/26 11:55:55 - mmengine - INFO - Epoch(train) [85][2660/3757] lr: 5.523e-03 eta: 1 day, 2:08:34 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.4623 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.5122 loss: 2.5122 2022/06/26 11:56:00 - mmengine - INFO - Epoch(train) [85][2680/3757] lr: 5.523e-03 eta: 1 day, 2:08:28 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 6.7843 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6880 loss: 2.6880 2022/06/26 11:56:05 - mmengine - INFO - Epoch(train) [85][2700/3757] lr: 5.523e-03 eta: 1 day, 2:08:23 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 6.5120 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.2865 loss: 2.2865 2022/06/26 11:56:10 - mmengine - INFO - Epoch(train) [85][2720/3757] lr: 5.523e-03 eta: 1 day, 2:08:17 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 7.2207 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3721 loss: 2.3721 2022/06/26 11:56:15 - mmengine - INFO - Epoch(train) [85][2740/3757] lr: 5.523e-03 eta: 1 day, 2:08:12 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 5.8789 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3243 loss: 2.3243 2022/06/26 11:56:21 - mmengine - INFO - Epoch(train) [85][2760/3757] lr: 5.523e-03 eta: 1 day, 2:08:07 time: 0.250 data_time: 0.004 memory: 5036 grad_norm: 6.9599 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2673 loss: 2.2673 2022/06/26 11:56:26 - mmengine - INFO - Epoch(train) [85][2780/3757] lr: 5.523e-03 eta: 1 day, 2:08:01 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 7.2889 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.2039 loss: 2.2039 2022/06/26 11:56:31 - mmengine - INFO - Epoch(train) [85][2800/3757] lr: 5.523e-03 eta: 1 day, 2:07:56 time: 0.271 data_time: 0.019 memory: 5036 grad_norm: 6.7651 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5517 loss: 2.5517 2022/06/26 11:56:36 - mmengine - INFO - Epoch(train) [85][2820/3757] lr: 5.523e-03 eta: 1 day, 2:07:51 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 7.4708 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.8730 loss: 1.8730 2022/06/26 11:56:42 - mmengine - INFO - Epoch(train) [85][2840/3757] lr: 5.523e-03 eta: 1 day, 2:07:46 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 6.6917 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6920 loss: 2.6920 2022/06/26 11:56:47 - mmengine - INFO - Epoch(train) [85][2860/3757] lr: 5.523e-03 eta: 1 day, 2:07:40 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 7.5426 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.6286 loss: 2.6286 2022/06/26 11:56:52 - mmengine - INFO - Epoch(train) [85][2880/3757] lr: 5.523e-03 eta: 1 day, 2:07:35 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 7.5198 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3490 loss: 2.3490 2022/06/26 11:56:57 - mmengine - INFO - Epoch(train) [85][2900/3757] lr: 5.523e-03 eta: 1 day, 2:07:30 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 6.6117 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2584 loss: 2.2584 2022/06/26 11:57:03 - mmengine - INFO - Epoch(train) [85][2920/3757] lr: 5.523e-03 eta: 1 day, 2:07:25 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 7.0448 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.5967 loss: 2.5967 2022/06/26 11:57:08 - mmengine - INFO - Epoch(train) [85][2940/3757] lr: 5.523e-03 eta: 1 day, 2:07:19 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 7.4146 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6523 loss: 2.6523 2022/06/26 11:57:13 - mmengine - INFO - Epoch(train) [85][2960/3757] lr: 5.523e-03 eta: 1 day, 2:07:14 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 6.8643 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0001 loss: 3.0001 2022/06/26 11:57:18 - mmengine - INFO - Epoch(train) [85][2980/3757] lr: 5.523e-03 eta: 1 day, 2:07:09 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 6.9881 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8033 loss: 2.8033 2022/06/26 11:57:24 - mmengine - INFO - Epoch(train) [85][3000/3757] lr: 5.523e-03 eta: 1 day, 2:07:04 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 7.2601 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5213 loss: 2.5213 2022/06/26 11:57:29 - mmengine - INFO - Epoch(train) [85][3020/3757] lr: 5.523e-03 eta: 1 day, 2:06:58 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 7.6213 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5922 loss: 2.5922 2022/06/26 11:57:34 - mmengine - INFO - Epoch(train) [85][3040/3757] lr: 5.523e-03 eta: 1 day, 2:06:53 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 7.5870 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.2936 loss: 2.2936 2022/06/26 11:57:39 - mmengine - INFO - Epoch(train) [85][3060/3757] lr: 5.523e-03 eta: 1 day, 2:06:47 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 6.0644 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4760 loss: 2.4760 2022/06/26 11:57:45 - mmengine - INFO - Epoch(train) [85][3080/3757] lr: 5.523e-03 eta: 1 day, 2:06:42 time: 0.265 data_time: 0.022 memory: 5036 grad_norm: 8.3243 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4550 loss: 2.4550 2022/06/26 11:57:50 - mmengine - INFO - Epoch(train) [85][3100/3757] lr: 5.523e-03 eta: 1 day, 2:06:37 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 7.9158 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5493 loss: 2.5493 2022/06/26 11:57:55 - mmengine - INFO - Epoch(train) [85][3120/3757] lr: 5.523e-03 eta: 1 day, 2:06:31 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 6.6046 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5128 loss: 2.5128 2022/06/26 11:58:00 - mmengine - INFO - Epoch(train) [85][3140/3757] lr: 5.523e-03 eta: 1 day, 2:06:26 time: 0.253 data_time: 0.011 memory: 5036 grad_norm: 6.6643 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.1245 loss: 2.1245 2022/06/26 11:58:06 - mmengine - INFO - Epoch(train) [85][3160/3757] lr: 5.523e-03 eta: 1 day, 2:06:21 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 7.3596 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1709 loss: 2.1709 2022/06/26 11:58:11 - mmengine - INFO - Epoch(train) [85][3180/3757] lr: 5.523e-03 eta: 1 day, 2:06:16 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 6.8972 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.3007 loss: 2.3007 2022/06/26 11:58:16 - mmengine - INFO - Epoch(train) [85][3200/3757] lr: 5.523e-03 eta: 1 day, 2:06:10 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 6.7487 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4323 loss: 2.4323 2022/06/26 11:58:21 - mmengine - INFO - Epoch(train) [85][3220/3757] lr: 5.523e-03 eta: 1 day, 2:06:05 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 5.4235 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2912 loss: 2.2912 2022/06/26 11:58:26 - mmengine - INFO - Epoch(train) [85][3240/3757] lr: 5.523e-03 eta: 1 day, 2:06:00 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 6.0209 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.3907 loss: 2.3907 2022/06/26 11:58:32 - mmengine - INFO - Epoch(train) [85][3260/3757] lr: 5.523e-03 eta: 1 day, 2:05:54 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 7.8289 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.4126 loss: 2.4126 2022/06/26 11:58:37 - mmengine - INFO - Epoch(train) [85][3280/3757] lr: 5.523e-03 eta: 1 day, 2:05:49 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 6.1289 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.6636 loss: 2.6636 2022/06/26 11:58:42 - mmengine - INFO - Epoch(train) [85][3300/3757] lr: 5.523e-03 eta: 1 day, 2:05:43 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 8.1257 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8992 loss: 2.8992 2022/06/26 11:58:47 - mmengine - INFO - Epoch(train) [85][3320/3757] lr: 5.523e-03 eta: 1 day, 2:05:38 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 6.2062 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4082 loss: 2.4082 2022/06/26 11:58:52 - mmengine - INFO - Epoch(train) [85][3340/3757] lr: 5.523e-03 eta: 1 day, 2:05:33 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 6.9537 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.7734 loss: 2.7734 2022/06/26 11:58:57 - mmengine - INFO - Epoch(train) [85][3360/3757] lr: 5.523e-03 eta: 1 day, 2:05:27 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 6.8284 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1823 loss: 2.1823 2022/06/26 11:59:03 - mmengine - INFO - Epoch(train) [85][3380/3757] lr: 5.523e-03 eta: 1 day, 2:05:22 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 7.9781 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7049 loss: 2.7049 2022/06/26 11:59:08 - mmengine - INFO - Epoch(train) [85][3400/3757] lr: 5.523e-03 eta: 1 day, 2:05:17 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 6.2976 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2955 loss: 2.2955 2022/06/26 11:59:11 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 11:59:13 - mmengine - INFO - Epoch(train) [85][3420/3757] lr: 5.523e-03 eta: 1 day, 2:05:11 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.2714 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.3761 loss: 2.3761 2022/06/26 11:59:18 - mmengine - INFO - Epoch(train) [85][3440/3757] lr: 5.523e-03 eta: 1 day, 2:05:06 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 6.7274 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.3542 loss: 2.3542 2022/06/26 11:59:24 - mmengine - INFO - Epoch(train) [85][3460/3757] lr: 5.523e-03 eta: 1 day, 2:05:01 time: 0.255 data_time: 0.004 memory: 5036 grad_norm: 7.3696 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6628 loss: 2.6628 2022/06/26 11:59:29 - mmengine - INFO - Epoch(train) [85][3480/3757] lr: 5.523e-03 eta: 1 day, 2:04:55 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 8.3030 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6793 loss: 2.6793 2022/06/26 11:59:34 - mmengine - INFO - Epoch(train) [85][3500/3757] lr: 5.523e-03 eta: 1 day, 2:04:50 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 6.3760 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.3750 loss: 2.3750 2022/06/26 11:59:39 - mmengine - INFO - Epoch(train) [85][3520/3757] lr: 5.523e-03 eta: 1 day, 2:04:45 time: 0.264 data_time: 0.023 memory: 5036 grad_norm: 6.7380 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.5235 loss: 2.5235 2022/06/26 11:59:44 - mmengine - INFO - Epoch(train) [85][3540/3757] lr: 5.523e-03 eta: 1 day, 2:04:40 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 7.5156 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6567 loss: 2.6567 2022/06/26 11:59:50 - mmengine - INFO - Epoch(train) [85][3560/3757] lr: 5.523e-03 eta: 1 day, 2:04:34 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 6.3112 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5341 loss: 2.5341 2022/06/26 11:59:55 - mmengine - INFO - Epoch(train) [85][3580/3757] lr: 5.523e-03 eta: 1 day, 2:04:29 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 7.1914 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.7330 loss: 2.7330 2022/06/26 12:00:00 - mmengine - INFO - Epoch(train) [85][3600/3757] lr: 5.523e-03 eta: 1 day, 2:04:24 time: 0.263 data_time: 0.018 memory: 5036 grad_norm: 7.2152 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.2512 loss: 2.2512 2022/06/26 12:00:07 - mmengine - INFO - Epoch(train) [85][3620/3757] lr: 5.523e-03 eta: 1 day, 2:04:20 time: 0.270 data_time: 0.003 memory: 5036 grad_norm: 8.8928 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6046 loss: 2.6046 2022/06/26 12:00:12 - mmengine - INFO - Epoch(train) [85][3640/3757] lr: 5.523e-03 eta: 1 day, 2:04:15 time: 0.270 data_time: 0.006 memory: 5036 grad_norm: 6.0109 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.6094 loss: 2.6094 2022/06/26 12:00:17 - mmengine - INFO - Epoch(train) [85][3660/3757] lr: 5.523e-03 eta: 1 day, 2:04:09 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 7.9451 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1518 loss: 3.1518 2022/06/26 12:00:22 - mmengine - INFO - Epoch(train) [85][3680/3757] lr: 5.523e-03 eta: 1 day, 2:04:04 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 7.6929 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.5295 loss: 2.5295 2022/06/26 12:00:27 - mmengine - INFO - Epoch(train) [85][3700/3757] lr: 5.523e-03 eta: 1 day, 2:03:58 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 7.9042 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2513 loss: 2.2513 2022/06/26 12:00:33 - mmengine - INFO - Epoch(train) [85][3720/3757] lr: 5.523e-03 eta: 1 day, 2:03:53 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 7.7818 top1_acc: 0.1250 top5_acc: 0.8750 loss_cls: 2.4298 loss: 2.4298 2022/06/26 12:00:38 - mmengine - INFO - Epoch(train) [85][3740/3757] lr: 5.523e-03 eta: 1 day, 2:03:47 time: 0.240 data_time: 0.005 memory: 5036 grad_norm: 7.9043 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3707 loss: 2.3707 2022/06/26 12:00:42 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 12:00:42 - mmengine - INFO - Saving checkpoint at 85 epochs 2022/06/26 12:00:54 - mmengine - INFO - Epoch(val) [85][20/310] eta: 0:01:35 time: 0.108 data_time: 0.001 memory: 5036 2022/06/26 12:00:59 - mmengine - INFO - Epoch(val) [85][40/310] eta: 0:01:29 time: 0.115 data_time: 0.014 memory: 1723 2022/06/26 12:01:03 - mmengine - INFO - Epoch(val) [85][60/310] eta: 0:00:26 time: 0.108 data_time: 0.002 memory: 1723 2022/06/26 12:01:08 - mmengine - INFO - Epoch(val) [85][80/310] eta: 0:00:24 time: 0.109 data_time: 0.002 memory: 1723 2022/06/26 12:01:15 - mmengine - INFO - Epoch(val) [85][100/310] eta: 0:01:13 time: 0.119 data_time: 0.001 memory: 1723 2022/06/26 12:01:20 - mmengine - INFO - Epoch(val) [85][120/310] eta: 0:01:09 time: 0.529 data_time: 0.426 memory: 1723 2022/06/26 12:01:25 - mmengine - INFO - Epoch(val) [85][140/310] eta: 0:00:43 time: 0.108 data_time: 0.001 memory: 1723 2022/06/26 12:01:29 - mmengine - INFO - Epoch(val) [85][160/310] eta: 0:00:23 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 12:01:36 - mmengine - INFO - Epoch(val) [85][180/310] eta: 0:00:37 time: 0.119 data_time: 0.018 memory: 1723 2022/06/26 12:01:41 - mmengine - INFO - Epoch(val) [85][200/310] eta: 0:00:41 time: 0.563 data_time: 0.461 memory: 1723 2022/06/26 12:01:46 - mmengine - INFO - Epoch(val) [85][220/310] eta: 0:00:29 time: 0.109 data_time: 0.002 memory: 1723 2022/06/26 12:01:50 - mmengine - INFO - Epoch(val) [85][240/310] eta: 0:00:07 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 12:01:57 - mmengine - INFO - Epoch(val) [85][260/310] eta: 0:00:17 time: 0.119 data_time: 0.002 memory: 1723 2022/06/26 12:02:01 - mmengine - INFO - Epoch(val) [85][280/310] eta: 0:00:09 time: 0.113 data_time: 0.006 memory: 1723 2022/06/26 12:02:04 - mmengine - INFO - Epoch(val) [85][300/310] eta: 0:00:01 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 12:02:06 - mmengine - INFO - Epoch(val) [85][310/310] acc/top1: 0.5116 acc/top5: 0.7607 acc/mean1: 0.5116 2022/06/26 12:02:16 - mmengine - INFO - Epoch(train) [86][20/3757] lr: 5.436e-03 eta: 1 day, 2:03:41 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 6.9692 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6849 loss: 2.6849 2022/06/26 12:02:21 - mmengine - INFO - Epoch(train) [86][40/3757] lr: 5.436e-03 eta: 1 day, 2:03:35 time: 0.249 data_time: 0.007 memory: 5036 grad_norm: 6.9789 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5581 loss: 2.5581 2022/06/26 12:02:26 - mmengine - INFO - Epoch(train) [86][60/3757] lr: 5.436e-03 eta: 1 day, 2:03:30 time: 0.255 data_time: 0.004 memory: 5036 grad_norm: 7.8507 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.6147 loss: 2.6147 2022/06/26 12:02:32 - mmengine - INFO - Epoch(train) [86][80/3757] lr: 5.436e-03 eta: 1 day, 2:03:25 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 6.3969 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.4369 loss: 2.4369 2022/06/26 12:02:37 - mmengine - INFO - Epoch(train) [86][100/3757] lr: 5.436e-03 eta: 1 day, 2:03:20 time: 0.283 data_time: 0.003 memory: 5036 grad_norm: 6.7054 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5402 loss: 2.5402 2022/06/26 12:02:42 - mmengine - INFO - Epoch(train) [86][120/3757] lr: 5.436e-03 eta: 1 day, 2:03:15 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 6.8982 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2791 loss: 2.2791 2022/06/26 12:02:48 - mmengine - INFO - Epoch(train) [86][140/3757] lr: 5.436e-03 eta: 1 day, 2:03:09 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 6.5760 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0837 loss: 2.0837 2022/06/26 12:02:53 - mmengine - INFO - Epoch(train) [86][160/3757] lr: 5.436e-03 eta: 1 day, 2:03:04 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.8166 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.7463 loss: 2.7463 2022/06/26 12:02:58 - mmengine - INFO - Epoch(train) [86][180/3757] lr: 5.436e-03 eta: 1 day, 2:02:59 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.9867 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5914 loss: 2.5914 2022/06/26 12:03:03 - mmengine - INFO - Epoch(train) [86][200/3757] lr: 5.436e-03 eta: 1 day, 2:02:53 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 6.1617 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.6675 loss: 2.6675 2022/06/26 12:03:09 - mmengine - INFO - Epoch(train) [86][220/3757] lr: 5.436e-03 eta: 1 day, 2:02:48 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 7.1200 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.9967 loss: 1.9967 2022/06/26 12:03:14 - mmengine - INFO - Epoch(train) [86][240/3757] lr: 5.436e-03 eta: 1 day, 2:02:43 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 7.4766 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.4045 loss: 2.4045 2022/06/26 12:03:19 - mmengine - INFO - Epoch(train) [86][260/3757] lr: 5.436e-03 eta: 1 day, 2:02:38 time: 0.265 data_time: 0.009 memory: 5036 grad_norm: 6.0960 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.7196 loss: 2.7196 2022/06/26 12:03:25 - mmengine - INFO - Epoch(train) [86][280/3757] lr: 5.436e-03 eta: 1 day, 2:02:32 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 7.6458 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.1044 loss: 2.1044 2022/06/26 12:03:30 - mmengine - INFO - Epoch(train) [86][300/3757] lr: 5.436e-03 eta: 1 day, 2:02:27 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.7316 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.0961 loss: 2.0961 2022/06/26 12:03:35 - mmengine - INFO - Epoch(train) [86][320/3757] lr: 5.436e-03 eta: 1 day, 2:02:22 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.6329 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.4458 loss: 2.4458 2022/06/26 12:03:40 - mmengine - INFO - Epoch(train) [86][340/3757] lr: 5.436e-03 eta: 1 day, 2:02:17 time: 0.266 data_time: 0.023 memory: 5036 grad_norm: 7.9315 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3238 loss: 2.3238 2022/06/26 12:03:46 - mmengine - INFO - Epoch(train) [86][360/3757] lr: 5.436e-03 eta: 1 day, 2:02:11 time: 0.250 data_time: 0.004 memory: 5036 grad_norm: 6.1654 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.3822 loss: 2.3822 2022/06/26 12:03:51 - mmengine - INFO - Epoch(train) [86][380/3757] lr: 5.436e-03 eta: 1 day, 2:02:06 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 8.0893 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0746 loss: 2.0746 2022/06/26 12:03:56 - mmengine - INFO - Epoch(train) [86][400/3757] lr: 5.436e-03 eta: 1 day, 2:02:01 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 7.3892 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1558 loss: 2.1558 2022/06/26 12:04:01 - mmengine - INFO - Epoch(train) [86][420/3757] lr: 5.436e-03 eta: 1 day, 2:01:56 time: 0.272 data_time: 0.022 memory: 5036 grad_norm: 7.8923 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 3.0209 loss: 3.0209 2022/06/26 12:04:07 - mmengine - INFO - Epoch(train) [86][440/3757] lr: 5.436e-03 eta: 1 day, 2:01:50 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 7.0911 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4716 loss: 2.4716 2022/06/26 12:04:12 - mmengine - INFO - Epoch(train) [86][460/3757] lr: 5.436e-03 eta: 1 day, 2:01:45 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 7.0402 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5148 loss: 2.5148 2022/06/26 12:04:17 - mmengine - INFO - Epoch(train) [86][480/3757] lr: 5.436e-03 eta: 1 day, 2:01:40 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 7.4510 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7478 loss: 1.7478 2022/06/26 12:04:22 - mmengine - INFO - Epoch(train) [86][500/3757] lr: 5.436e-03 eta: 1 day, 2:01:34 time: 0.267 data_time: 0.016 memory: 5036 grad_norm: 6.9860 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.6717 loss: 2.6717 2022/06/26 12:04:28 - mmengine - INFO - Epoch(train) [86][520/3757] lr: 5.436e-03 eta: 1 day, 2:01:29 time: 0.249 data_time: 0.004 memory: 5036 grad_norm: 6.6196 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 2.2443 loss: 2.2443 2022/06/26 12:04:33 - mmengine - INFO - Epoch(train) [86][540/3757] lr: 5.436e-03 eta: 1 day, 2:01:24 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 6.7060 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.1860 loss: 2.1860 2022/06/26 12:04:38 - mmengine - INFO - Epoch(train) [86][560/3757] lr: 5.436e-03 eta: 1 day, 2:01:19 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 7.5380 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8647 loss: 2.8647 2022/06/26 12:04:44 - mmengine - INFO - Epoch(train) [86][580/3757] lr: 5.436e-03 eta: 1 day, 2:01:13 time: 0.276 data_time: 0.009 memory: 5036 grad_norm: 6.8209 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6202 loss: 2.6202 2022/06/26 12:04:49 - mmengine - INFO - Epoch(train) [86][600/3757] lr: 5.436e-03 eta: 1 day, 2:01:08 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 6.2614 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.6569 loss: 2.6569 2022/06/26 12:04:54 - mmengine - INFO - Epoch(train) [86][620/3757] lr: 5.436e-03 eta: 1 day, 2:01:03 time: 0.251 data_time: 0.007 memory: 5036 grad_norm: 5.6819 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1108 loss: 2.1108 2022/06/26 12:04:59 - mmengine - INFO - Epoch(train) [86][640/3757] lr: 5.436e-03 eta: 1 day, 2:00:58 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 6.6618 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4057 loss: 2.4057 2022/06/26 12:05:03 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 12:05:05 - mmengine - INFO - Epoch(train) [86][660/3757] lr: 5.436e-03 eta: 1 day, 2:00:52 time: 0.274 data_time: 0.003 memory: 5036 grad_norm: 7.1731 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1204 loss: 3.1204 2022/06/26 12:05:10 - mmengine - INFO - Epoch(train) [86][680/3757] lr: 5.436e-03 eta: 1 day, 2:00:47 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 7.1481 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9962 loss: 2.9962 2022/06/26 12:05:15 - mmengine - INFO - Epoch(train) [86][700/3757] lr: 5.436e-03 eta: 1 day, 2:00:42 time: 0.256 data_time: 0.005 memory: 5036 grad_norm: 7.6190 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3854 loss: 2.3854 2022/06/26 12:05:20 - mmengine - INFO - Epoch(train) [86][720/3757] lr: 5.436e-03 eta: 1 day, 2:00:36 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 6.3806 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.3454 loss: 2.3454 2022/06/26 12:05:26 - mmengine - INFO - Epoch(train) [86][740/3757] lr: 5.436e-03 eta: 1 day, 2:00:31 time: 0.277 data_time: 0.003 memory: 5036 grad_norm: 7.3115 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.4541 loss: 2.4541 2022/06/26 12:05:31 - mmengine - INFO - Epoch(train) [86][760/3757] lr: 5.436e-03 eta: 1 day, 2:00:26 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 6.9396 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0299 loss: 2.0299 2022/06/26 12:05:36 - mmengine - INFO - Epoch(train) [86][780/3757] lr: 5.436e-03 eta: 1 day, 2:00:21 time: 0.265 data_time: 0.006 memory: 5036 grad_norm: 6.7794 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.2436 loss: 2.2436 2022/06/26 12:05:41 - mmengine - INFO - Epoch(train) [86][800/3757] lr: 5.436e-03 eta: 1 day, 2:00:16 time: 0.251 data_time: 0.011 memory: 5036 grad_norm: 8.3001 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5543 loss: 2.5543 2022/06/26 12:05:47 - mmengine - INFO - Epoch(train) [86][820/3757] lr: 5.436e-03 eta: 1 day, 2:00:10 time: 0.274 data_time: 0.003 memory: 5036 grad_norm: 7.1317 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5649 loss: 2.5649 2022/06/26 12:05:52 - mmengine - INFO - Epoch(train) [86][840/3757] lr: 5.436e-03 eta: 1 day, 2:00:05 time: 0.277 data_time: 0.025 memory: 5036 grad_norm: 6.8948 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2439 loss: 2.2439 2022/06/26 12:05:57 - mmengine - INFO - Epoch(train) [86][860/3757] lr: 5.436e-03 eta: 1 day, 2:00:00 time: 0.251 data_time: 0.007 memory: 5036 grad_norm: 7.3872 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1035 loss: 2.1035 2022/06/26 12:06:03 - mmengine - INFO - Epoch(train) [86][880/3757] lr: 5.436e-03 eta: 1 day, 1:59:55 time: 0.256 data_time: 0.017 memory: 5036 grad_norm: 7.7472 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3529 loss: 2.3529 2022/06/26 12:06:08 - mmengine - INFO - Epoch(train) [86][900/3757] lr: 5.436e-03 eta: 1 day, 1:59:49 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 7.1803 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5028 loss: 2.5028 2022/06/26 12:06:13 - mmengine - INFO - Epoch(train) [86][920/3757] lr: 5.436e-03 eta: 1 day, 1:59:44 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.7237 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1944 loss: 2.1944 2022/06/26 12:06:18 - mmengine - INFO - Epoch(train) [86][940/3757] lr: 5.436e-03 eta: 1 day, 1:59:39 time: 0.256 data_time: 0.010 memory: 5036 grad_norm: 8.4893 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.3746 loss: 2.3746 2022/06/26 12:06:23 - mmengine - INFO - Epoch(train) [86][960/3757] lr: 5.436e-03 eta: 1 day, 1:59:33 time: 0.252 data_time: 0.012 memory: 5036 grad_norm: 7.4602 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5922 loss: 2.5922 2022/06/26 12:06:29 - mmengine - INFO - Epoch(train) [86][980/3757] lr: 5.436e-03 eta: 1 day, 1:59:28 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 7.6971 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.6825 loss: 2.6825 2022/06/26 12:06:34 - mmengine - INFO - Epoch(train) [86][1000/3757] lr: 5.436e-03 eta: 1 day, 1:59:23 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 6.5001 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8789 loss: 2.8789 2022/06/26 12:06:39 - mmengine - INFO - Epoch(train) [86][1020/3757] lr: 5.436e-03 eta: 1 day, 1:59:17 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 5.9031 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7651 loss: 2.7651 2022/06/26 12:06:44 - mmengine - INFO - Epoch(train) [86][1040/3757] lr: 5.436e-03 eta: 1 day, 1:59:12 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 7.0044 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.5642 loss: 2.5642 2022/06/26 12:06:49 - mmengine - INFO - Epoch(train) [86][1060/3757] lr: 5.436e-03 eta: 1 day, 1:59:07 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 7.3649 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4472 loss: 2.4472 2022/06/26 12:06:55 - mmengine - INFO - Epoch(train) [86][1080/3757] lr: 5.436e-03 eta: 1 day, 1:59:01 time: 0.260 data_time: 0.008 memory: 5036 grad_norm: 7.0608 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.2259 loss: 2.2259 2022/06/26 12:07:00 - mmengine - INFO - Epoch(train) [86][1100/3757] lr: 5.436e-03 eta: 1 day, 1:58:56 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 7.2516 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.3154 loss: 2.3154 2022/06/26 12:07:05 - mmengine - INFO - Epoch(train) [86][1120/3757] lr: 5.436e-03 eta: 1 day, 1:58:51 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 7.6754 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.0957 loss: 2.0957 2022/06/26 12:07:10 - mmengine - INFO - Epoch(train) [86][1140/3757] lr: 5.436e-03 eta: 1 day, 1:58:45 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 7.2794 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3414 loss: 2.3414 2022/06/26 12:07:16 - mmengine - INFO - Epoch(train) [86][1160/3757] lr: 5.436e-03 eta: 1 day, 1:58:40 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 8.2546 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.1055 loss: 2.1055 2022/06/26 12:07:21 - mmengine - INFO - Epoch(train) [86][1180/3757] lr: 5.436e-03 eta: 1 day, 1:58:35 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 7.8198 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4631 loss: 2.4631 2022/06/26 12:07:26 - mmengine - INFO - Epoch(train) [86][1200/3757] lr: 5.436e-03 eta: 1 day, 1:58:30 time: 0.261 data_time: 0.010 memory: 5036 grad_norm: 6.8661 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.3700 loss: 2.3700 2022/06/26 12:07:31 - mmengine - INFO - Epoch(train) [86][1220/3757] lr: 5.436e-03 eta: 1 day, 1:58:24 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 7.9023 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3710 loss: 2.3710 2022/06/26 12:07:37 - mmengine - INFO - Epoch(train) [86][1240/3757] lr: 5.436e-03 eta: 1 day, 1:58:19 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 5.9986 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4672 loss: 2.4672 2022/06/26 12:07:42 - mmengine - INFO - Epoch(train) [86][1260/3757] lr: 5.436e-03 eta: 1 day, 1:58:14 time: 0.257 data_time: 0.012 memory: 5036 grad_norm: 6.9817 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.3705 loss: 2.3705 2022/06/26 12:07:47 - mmengine - INFO - Epoch(train) [86][1280/3757] lr: 5.436e-03 eta: 1 day, 1:58:08 time: 0.247 data_time: 0.008 memory: 5036 grad_norm: 6.9119 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5408 loss: 2.5408 2022/06/26 12:07:53 - mmengine - INFO - Epoch(train) [86][1300/3757] lr: 5.436e-03 eta: 1 day, 1:58:03 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 7.0222 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 2.7864 loss: 2.7864 2022/06/26 12:07:58 - mmengine - INFO - Epoch(train) [86][1320/3757] lr: 5.436e-03 eta: 1 day, 1:57:58 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 8.4643 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5088 loss: 2.5088 2022/06/26 12:08:03 - mmengine - INFO - Epoch(train) [86][1340/3757] lr: 5.436e-03 eta: 1 day, 1:57:53 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 7.1908 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.6876 loss: 2.6876 2022/06/26 12:08:08 - mmengine - INFO - Epoch(train) [86][1360/3757] lr: 5.436e-03 eta: 1 day, 1:57:47 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 6.6248 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5697 loss: 2.5697 2022/06/26 12:08:14 - mmengine - INFO - Epoch(train) [86][1380/3757] lr: 5.436e-03 eta: 1 day, 1:57:42 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 6.8632 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3528 loss: 2.3528 2022/06/26 12:08:19 - mmengine - INFO - Epoch(train) [86][1400/3757] lr: 5.436e-03 eta: 1 day, 1:57:37 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 7.1402 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 3.0721 loss: 3.0721 2022/06/26 12:08:24 - mmengine - INFO - Epoch(train) [86][1420/3757] lr: 5.436e-03 eta: 1 day, 1:57:32 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 6.9056 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.4129 loss: 2.4129 2022/06/26 12:08:30 - mmengine - INFO - Epoch(train) [86][1440/3757] lr: 5.436e-03 eta: 1 day, 1:57:27 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 7.0234 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1555 loss: 2.1555 2022/06/26 12:08:35 - mmengine - INFO - Epoch(train) [86][1460/3757] lr: 5.436e-03 eta: 1 day, 1:57:22 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 7.2755 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3243 loss: 2.3243 2022/06/26 12:08:40 - mmengine - INFO - Epoch(train) [86][1480/3757] lr: 5.436e-03 eta: 1 day, 1:57:16 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 7.7658 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0104 loss: 2.0104 2022/06/26 12:08:45 - mmengine - INFO - Epoch(train) [86][1500/3757] lr: 5.436e-03 eta: 1 day, 1:57:11 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 7.4091 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.3998 loss: 2.3998 2022/06/26 12:08:51 - mmengine - INFO - Epoch(train) [86][1520/3757] lr: 5.436e-03 eta: 1 day, 1:57:05 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 6.7694 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.4888 loss: 2.4888 2022/06/26 12:08:56 - mmengine - INFO - Epoch(train) [86][1540/3757] lr: 5.436e-03 eta: 1 day, 1:57:00 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 7.6733 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.5829 loss: 2.5829 2022/06/26 12:09:01 - mmengine - INFO - Epoch(train) [86][1560/3757] lr: 5.436e-03 eta: 1 day, 1:56:55 time: 0.247 data_time: 0.006 memory: 5036 grad_norm: 6.9676 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 3.0815 loss: 3.0815 2022/06/26 12:09:06 - mmengine - INFO - Epoch(train) [86][1580/3757] lr: 5.436e-03 eta: 1 day, 1:56:49 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 7.1780 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4428 loss: 2.4428 2022/06/26 12:09:11 - mmengine - INFO - Epoch(train) [86][1600/3757] lr: 5.436e-03 eta: 1 day, 1:56:44 time: 0.247 data_time: 0.006 memory: 5036 grad_norm: 7.9599 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3281 loss: 2.3281 2022/06/26 12:09:17 - mmengine - INFO - Epoch(train) [86][1620/3757] lr: 5.436e-03 eta: 1 day, 1:56:39 time: 0.256 data_time: 0.010 memory: 5036 grad_norm: 5.3305 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.3766 loss: 2.3766 2022/06/26 12:09:22 - mmengine - INFO - Epoch(train) [86][1640/3757] lr: 5.436e-03 eta: 1 day, 1:56:33 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 7.4144 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6741 loss: 2.6741 2022/06/26 12:09:26 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 12:09:27 - mmengine - INFO - Epoch(train) [86][1660/3757] lr: 5.436e-03 eta: 1 day, 1:56:28 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 6.8532 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3805 loss: 2.3805 2022/06/26 12:09:32 - mmengine - INFO - Epoch(train) [86][1680/3757] lr: 5.436e-03 eta: 1 day, 1:56:23 time: 0.551 data_time: 0.006 memory: 5036 grad_norm: 5.5979 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8116 loss: 2.8116 2022/06/26 12:09:38 - mmengine - INFO - Epoch(train) [86][1700/3757] lr: 5.436e-03 eta: 1 day, 1:56:17 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 7.4288 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5109 loss: 2.5109 2022/06/26 12:09:43 - mmengine - INFO - Epoch(train) [86][1720/3757] lr: 5.436e-03 eta: 1 day, 1:56:12 time: 0.270 data_time: 0.007 memory: 5036 grad_norm: 6.7445 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4778 loss: 2.4778 2022/06/26 12:09:48 - mmengine - INFO - Epoch(train) [86][1740/3757] lr: 5.436e-03 eta: 1 day, 1:56:07 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 7.5647 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6955 loss: 2.6955 2022/06/26 12:09:53 - mmengine - INFO - Epoch(train) [86][1760/3757] lr: 5.436e-03 eta: 1 day, 1:56:02 time: 0.250 data_time: 0.007 memory: 5036 grad_norm: 6.7304 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.4295 loss: 2.4295 2022/06/26 12:09:58 - mmengine - INFO - Epoch(train) [86][1780/3757] lr: 5.436e-03 eta: 1 day, 1:55:56 time: 0.254 data_time: 0.008 memory: 5036 grad_norm: 8.0830 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.5197 loss: 2.5197 2022/06/26 12:10:04 - mmengine - INFO - Epoch(train) [86][1800/3757] lr: 5.436e-03 eta: 1 day, 1:55:51 time: 0.259 data_time: 0.002 memory: 5036 grad_norm: 6.4844 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1123 loss: 2.1123 2022/06/26 12:10:09 - mmengine - INFO - Epoch(train) [86][1820/3757] lr: 5.436e-03 eta: 1 day, 1:55:45 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 7.1123 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.4367 loss: 2.4367 2022/06/26 12:10:14 - mmengine - INFO - Epoch(train) [86][1840/3757] lr: 5.436e-03 eta: 1 day, 1:55:40 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 6.9775 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3308 loss: 2.3308 2022/06/26 12:10:19 - mmengine - INFO - Epoch(train) [86][1860/3757] lr: 5.436e-03 eta: 1 day, 1:55:35 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 7.3708 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5283 loss: 2.5283 2022/06/26 12:10:24 - mmengine - INFO - Epoch(train) [86][1880/3757] lr: 5.436e-03 eta: 1 day, 1:55:30 time: 0.258 data_time: 0.019 memory: 5036 grad_norm: 5.9606 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 3.0525 loss: 3.0525 2022/06/26 12:10:30 - mmengine - INFO - Epoch(train) [86][1900/3757] lr: 5.436e-03 eta: 1 day, 1:55:24 time: 0.266 data_time: 0.006 memory: 5036 grad_norm: 5.7397 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2863 loss: 2.2863 2022/06/26 12:10:35 - mmengine - INFO - Epoch(train) [86][1920/3757] lr: 5.436e-03 eta: 1 day, 1:55:19 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 7.7925 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.6655 loss: 2.6655 2022/06/26 12:10:40 - mmengine - INFO - Epoch(train) [86][1940/3757] lr: 5.436e-03 eta: 1 day, 1:55:14 time: 0.263 data_time: 0.016 memory: 5036 grad_norm: 6.2018 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4659 loss: 2.4659 2022/06/26 12:10:46 - mmengine - INFO - Epoch(train) [86][1960/3757] lr: 5.436e-03 eta: 1 day, 1:55:08 time: 0.255 data_time: 0.010 memory: 5036 grad_norm: 6.6738 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5171 loss: 2.5171 2022/06/26 12:10:51 - mmengine - INFO - Epoch(train) [86][1980/3757] lr: 5.436e-03 eta: 1 day, 1:55:03 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 7.1692 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.3722 loss: 2.3722 2022/06/26 12:10:56 - mmengine - INFO - Epoch(train) [86][2000/3757] lr: 5.436e-03 eta: 1 day, 1:54:58 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 6.7497 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2961 loss: 2.2961 2022/06/26 12:11:01 - mmengine - INFO - Epoch(train) [86][2020/3757] lr: 5.436e-03 eta: 1 day, 1:54:52 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 6.5864 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5241 loss: 2.5241 2022/06/26 12:11:06 - mmengine - INFO - Epoch(train) [86][2040/3757] lr: 5.436e-03 eta: 1 day, 1:54:47 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 7.8372 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.3148 loss: 2.3148 2022/06/26 12:11:11 - mmengine - INFO - Epoch(train) [86][2060/3757] lr: 5.436e-03 eta: 1 day, 1:54:42 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 7.3014 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8113 loss: 2.8113 2022/06/26 12:11:17 - mmengine - INFO - Epoch(train) [86][2080/3757] lr: 5.436e-03 eta: 1 day, 1:54:36 time: 0.249 data_time: 0.005 memory: 5036 grad_norm: 6.9454 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4454 loss: 2.4454 2022/06/26 12:11:22 - mmengine - INFO - Epoch(train) [86][2100/3757] lr: 5.436e-03 eta: 1 day, 1:54:31 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 7.1754 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.7885 loss: 2.7885 2022/06/26 12:11:27 - mmengine - INFO - Epoch(train) [86][2120/3757] lr: 5.436e-03 eta: 1 day, 1:54:26 time: 0.251 data_time: 0.011 memory: 5036 grad_norm: 6.4636 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.4472 loss: 2.4472 2022/06/26 12:11:32 - mmengine - INFO - Epoch(train) [86][2140/3757] lr: 5.436e-03 eta: 1 day, 1:54:20 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 7.5726 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7478 loss: 2.7478 2022/06/26 12:11:37 - mmengine - INFO - Epoch(train) [86][2160/3757] lr: 5.436e-03 eta: 1 day, 1:54:15 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 6.5902 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6687 loss: 2.6687 2022/06/26 12:11:43 - mmengine - INFO - Epoch(train) [86][2180/3757] lr: 5.436e-03 eta: 1 day, 1:54:10 time: 0.268 data_time: 0.003 memory: 5036 grad_norm: 7.4795 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.8692 loss: 2.8692 2022/06/26 12:11:48 - mmengine - INFO - Epoch(train) [86][2200/3757] lr: 5.436e-03 eta: 1 day, 1:54:04 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 7.4144 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.2431 loss: 2.2431 2022/06/26 12:11:53 - mmengine - INFO - Epoch(train) [86][2220/3757] lr: 5.436e-03 eta: 1 day, 1:53:59 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 7.3730 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4138 loss: 2.4138 2022/06/26 12:11:58 - mmengine - INFO - Epoch(train) [86][2240/3757] lr: 5.436e-03 eta: 1 day, 1:53:54 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 6.1277 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5412 loss: 2.5412 2022/06/26 12:12:03 - mmengine - INFO - Epoch(train) [86][2260/3757] lr: 5.436e-03 eta: 1 day, 1:53:48 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 7.6980 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.6812 loss: 2.6812 2022/06/26 12:12:09 - mmengine - INFO - Epoch(train) [86][2280/3757] lr: 5.436e-03 eta: 1 day, 1:53:43 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 6.6224 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7192 loss: 2.7192 2022/06/26 12:12:14 - mmengine - INFO - Epoch(train) [86][2300/3757] lr: 5.436e-03 eta: 1 day, 1:53:38 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 8.8294 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3033 loss: 2.3033 2022/06/26 12:12:19 - mmengine - INFO - Epoch(train) [86][2320/3757] lr: 5.436e-03 eta: 1 day, 1:53:32 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 6.7909 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3499 loss: 2.3499 2022/06/26 12:12:24 - mmengine - INFO - Epoch(train) [86][2340/3757] lr: 5.436e-03 eta: 1 day, 1:53:27 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 6.7716 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.5613 loss: 2.5613 2022/06/26 12:12:30 - mmengine - INFO - Epoch(train) [86][2360/3757] lr: 5.436e-03 eta: 1 day, 1:53:22 time: 0.266 data_time: 0.003 memory: 5036 grad_norm: 6.6749 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5319 loss: 2.5319 2022/06/26 12:12:35 - mmengine - INFO - Epoch(train) [86][2380/3757] lr: 5.436e-03 eta: 1 day, 1:53:17 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 7.7656 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3949 loss: 2.3949 2022/06/26 12:12:41 - mmengine - INFO - Epoch(train) [86][2400/3757] lr: 5.436e-03 eta: 1 day, 1:53:12 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 7.0068 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.6171 loss: 1.6171 2022/06/26 12:12:46 - mmengine - INFO - Epoch(train) [86][2420/3757] lr: 5.436e-03 eta: 1 day, 1:53:07 time: 0.250 data_time: 0.009 memory: 5036 grad_norm: 6.8876 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9823 loss: 1.9823 2022/06/26 12:12:51 - mmengine - INFO - Epoch(train) [86][2440/3757] lr: 5.436e-03 eta: 1 day, 1:53:01 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 6.5019 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.5299 loss: 2.5299 2022/06/26 12:12:56 - mmengine - INFO - Epoch(train) [86][2460/3757] lr: 5.436e-03 eta: 1 day, 1:52:56 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 6.6106 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.6015 loss: 2.6015 2022/06/26 12:13:02 - mmengine - INFO - Epoch(train) [86][2480/3757] lr: 5.436e-03 eta: 1 day, 1:52:51 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 7.2321 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3844 loss: 2.3844 2022/06/26 12:13:07 - mmengine - INFO - Epoch(train) [86][2500/3757] lr: 5.436e-03 eta: 1 day, 1:52:45 time: 0.265 data_time: 0.008 memory: 5036 grad_norm: 6.3848 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.2128 loss: 2.2128 2022/06/26 12:13:12 - mmengine - INFO - Epoch(train) [86][2520/3757] lr: 5.436e-03 eta: 1 day, 1:52:40 time: 0.256 data_time: 0.004 memory: 5036 grad_norm: 7.7057 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3113 loss: 2.3113 2022/06/26 12:13:17 - mmengine - INFO - Epoch(train) [86][2540/3757] lr: 5.436e-03 eta: 1 day, 1:52:35 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 6.7831 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4532 loss: 2.4532 2022/06/26 12:13:22 - mmengine - INFO - Epoch(train) [86][2560/3757] lr: 5.436e-03 eta: 1 day, 1:52:29 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 8.2878 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.3012 loss: 2.3012 2022/06/26 12:13:28 - mmengine - INFO - Epoch(train) [86][2580/3757] lr: 5.436e-03 eta: 1 day, 1:52:24 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 7.2006 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.3052 loss: 2.3052 2022/06/26 12:13:33 - mmengine - INFO - Epoch(train) [86][2600/3757] lr: 5.436e-03 eta: 1 day, 1:52:19 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 7.2824 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.2982 loss: 2.2982 2022/06/26 12:13:38 - mmengine - INFO - Epoch(train) [86][2620/3757] lr: 5.436e-03 eta: 1 day, 1:52:13 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 6.6100 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0442 loss: 2.0442 2022/06/26 12:13:43 - mmengine - INFO - Epoch(train) [86][2640/3757] lr: 5.436e-03 eta: 1 day, 1:52:08 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 6.3196 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.0060 loss: 2.0060 2022/06/26 12:13:47 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 12:13:48 - mmengine - INFO - Epoch(train) [86][2660/3757] lr: 5.436e-03 eta: 1 day, 1:52:03 time: 0.260 data_time: 0.010 memory: 5036 grad_norm: 6.9558 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2288 loss: 2.2288 2022/06/26 12:13:54 - mmengine - INFO - Epoch(train) [86][2680/3757] lr: 5.436e-03 eta: 1 day, 1:51:57 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.2579 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2639 loss: 2.2639 2022/06/26 12:13:59 - mmengine - INFO - Epoch(train) [86][2700/3757] lr: 5.436e-03 eta: 1 day, 1:51:52 time: 0.272 data_time: 0.006 memory: 5036 grad_norm: 6.5668 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8648 loss: 2.8648 2022/06/26 12:14:04 - mmengine - INFO - Epoch(train) [86][2720/3757] lr: 5.436e-03 eta: 1 day, 1:51:47 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 7.2070 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2338 loss: 2.2338 2022/06/26 12:14:09 - mmengine - INFO - Epoch(train) [86][2740/3757] lr: 5.436e-03 eta: 1 day, 1:51:41 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 7.6910 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.4383 loss: 2.4383 2022/06/26 12:14:15 - mmengine - INFO - Epoch(train) [86][2760/3757] lr: 5.436e-03 eta: 1 day, 1:51:36 time: 0.254 data_time: 0.015 memory: 5036 grad_norm: 7.4288 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.2237 loss: 2.2237 2022/06/26 12:14:20 - mmengine - INFO - Epoch(train) [86][2780/3757] lr: 5.436e-03 eta: 1 day, 1:51:31 time: 0.265 data_time: 0.004 memory: 5036 grad_norm: 7.2280 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1473 loss: 2.1473 2022/06/26 12:14:25 - mmengine - INFO - Epoch(train) [86][2800/3757] lr: 5.436e-03 eta: 1 day, 1:51:26 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 8.0159 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.7834 loss: 2.7834 2022/06/26 12:14:30 - mmengine - INFO - Epoch(train) [86][2820/3757] lr: 5.436e-03 eta: 1 day, 1:51:20 time: 0.267 data_time: 0.003 memory: 5036 grad_norm: 7.4744 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2611 loss: 2.2611 2022/06/26 12:14:36 - mmengine - INFO - Epoch(train) [86][2840/3757] lr: 5.436e-03 eta: 1 day, 1:51:15 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 6.8767 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.6074 loss: 2.6074 2022/06/26 12:14:41 - mmengine - INFO - Epoch(train) [86][2860/3757] lr: 5.436e-03 eta: 1 day, 1:51:10 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 5.9022 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8435 loss: 2.8435 2022/06/26 12:14:46 - mmengine - INFO - Epoch(train) [86][2880/3757] lr: 5.436e-03 eta: 1 day, 1:51:05 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 7.4364 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.2996 loss: 2.2996 2022/06/26 12:14:52 - mmengine - INFO - Epoch(train) [86][2900/3757] lr: 5.436e-03 eta: 1 day, 1:50:59 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 6.8466 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5402 loss: 2.5402 2022/06/26 12:14:57 - mmengine - INFO - Epoch(train) [86][2920/3757] lr: 5.436e-03 eta: 1 day, 1:50:54 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 7.0130 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.5640 loss: 2.5640 2022/06/26 12:15:02 - mmengine - INFO - Epoch(train) [86][2940/3757] lr: 5.436e-03 eta: 1 day, 1:50:49 time: 0.252 data_time: 0.004 memory: 5036 grad_norm: 6.7270 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3174 loss: 2.3174 2022/06/26 12:15:07 - mmengine - INFO - Epoch(train) [86][2960/3757] lr: 5.436e-03 eta: 1 day, 1:50:43 time: 0.255 data_time: 0.008 memory: 5036 grad_norm: 7.7830 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1347 loss: 2.1347 2022/06/26 12:15:13 - mmengine - INFO - Epoch(train) [86][2980/3757] lr: 5.436e-03 eta: 1 day, 1:50:38 time: 0.311 data_time: 0.003 memory: 5036 grad_norm: 7.7393 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3461 loss: 2.3461 2022/06/26 12:15:18 - mmengine - INFO - Epoch(train) [86][3000/3757] lr: 5.436e-03 eta: 1 day, 1:50:33 time: 0.253 data_time: 0.013 memory: 5036 grad_norm: 6.5515 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2657 loss: 2.2657 2022/06/26 12:15:23 - mmengine - INFO - Epoch(train) [86][3020/3757] lr: 5.436e-03 eta: 1 day, 1:50:28 time: 0.262 data_time: 0.008 memory: 5036 grad_norm: 7.4473 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1938 loss: 2.1938 2022/06/26 12:15:28 - mmengine - INFO - Epoch(train) [86][3040/3757] lr: 5.436e-03 eta: 1 day, 1:50:22 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 6.8522 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.3991 loss: 2.3991 2022/06/26 12:15:33 - mmengine - INFO - Epoch(train) [86][3060/3757] lr: 5.436e-03 eta: 1 day, 1:50:17 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 6.3934 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4919 loss: 2.4919 2022/06/26 12:15:39 - mmengine - INFO - Epoch(train) [86][3080/3757] lr: 5.436e-03 eta: 1 day, 1:50:11 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 6.9233 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1480 loss: 2.1480 2022/06/26 12:15:44 - mmengine - INFO - Epoch(train) [86][3100/3757] lr: 5.436e-03 eta: 1 day, 1:50:06 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 5.9897 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.7428 loss: 2.7428 2022/06/26 12:15:49 - mmengine - INFO - Epoch(train) [86][3120/3757] lr: 5.436e-03 eta: 1 day, 1:50:01 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 7.3777 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.2545 loss: 2.2545 2022/06/26 12:15:54 - mmengine - INFO - Epoch(train) [86][3140/3757] lr: 5.436e-03 eta: 1 day, 1:49:56 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 6.1211 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.4054 loss: 2.4054 2022/06/26 12:16:00 - mmengine - INFO - Epoch(train) [86][3160/3757] lr: 5.436e-03 eta: 1 day, 1:49:50 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 5.8735 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4570 loss: 2.4570 2022/06/26 12:16:05 - mmengine - INFO - Epoch(train) [86][3180/3757] lr: 5.436e-03 eta: 1 day, 1:49:45 time: 0.254 data_time: 0.012 memory: 5036 grad_norm: 6.2924 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.0517 loss: 2.0517 2022/06/26 12:16:10 - mmengine - INFO - Epoch(train) [86][3200/3757] lr: 5.436e-03 eta: 1 day, 1:49:40 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 7.5922 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.4258 loss: 2.4258 2022/06/26 12:16:15 - mmengine - INFO - Epoch(train) [86][3220/3757] lr: 5.436e-03 eta: 1 day, 1:49:34 time: 0.258 data_time: 0.017 memory: 5036 grad_norm: 5.5625 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.3041 loss: 2.3041 2022/06/26 12:16:20 - mmengine - INFO - Epoch(train) [86][3240/3757] lr: 5.436e-03 eta: 1 day, 1:49:29 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 6.4465 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5547 loss: 2.5547 2022/06/26 12:16:26 - mmengine - INFO - Epoch(train) [86][3260/3757] lr: 5.436e-03 eta: 1 day, 1:49:24 time: 0.254 data_time: 0.019 memory: 5036 grad_norm: 6.2008 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0359 loss: 2.0359 2022/06/26 12:16:31 - mmengine - INFO - Epoch(train) [86][3280/3757] lr: 5.436e-03 eta: 1 day, 1:49:18 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 7.1013 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9601 loss: 2.9601 2022/06/26 12:16:36 - mmengine - INFO - Epoch(train) [86][3300/3757] lr: 5.436e-03 eta: 1 day, 1:49:13 time: 0.249 data_time: 0.009 memory: 5036 grad_norm: 6.8980 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.4344 loss: 2.4344 2022/06/26 12:16:41 - mmengine - INFO - Epoch(train) [86][3320/3757] lr: 5.436e-03 eta: 1 day, 1:49:08 time: 0.247 data_time: 0.006 memory: 5036 grad_norm: 6.8481 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4580 loss: 2.4580 2022/06/26 12:16:47 - mmengine - INFO - Epoch(train) [86][3340/3757] lr: 5.436e-03 eta: 1 day, 1:49:03 time: 0.253 data_time: 0.013 memory: 5036 grad_norm: 7.7371 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.1761 loss: 2.1761 2022/06/26 12:16:52 - mmengine - INFO - Epoch(train) [86][3360/3757] lr: 5.436e-03 eta: 1 day, 1:48:57 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 7.2191 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8772 loss: 2.8772 2022/06/26 12:16:57 - mmengine - INFO - Epoch(train) [86][3380/3757] lr: 5.436e-03 eta: 1 day, 1:48:52 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 7.0650 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.6849 loss: 2.6849 2022/06/26 12:17:02 - mmengine - INFO - Epoch(train) [86][3400/3757] lr: 5.436e-03 eta: 1 day, 1:48:47 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 6.2151 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4942 loss: 2.4942 2022/06/26 12:17:08 - mmengine - INFO - Epoch(train) [86][3420/3757] lr: 5.436e-03 eta: 1 day, 1:48:41 time: 0.256 data_time: 0.011 memory: 5036 grad_norm: 8.1734 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.6807 loss: 2.6807 2022/06/26 12:17:13 - mmengine - INFO - Epoch(train) [86][3440/3757] lr: 5.436e-03 eta: 1 day, 1:48:36 time: 0.265 data_time: 0.006 memory: 5036 grad_norm: 7.2638 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.5046 loss: 2.5046 2022/06/26 12:17:18 - mmengine - INFO - Epoch(train) [86][3460/3757] lr: 5.436e-03 eta: 1 day, 1:48:31 time: 0.257 data_time: 0.004 memory: 5036 grad_norm: 7.0188 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9757 loss: 1.9757 2022/06/26 12:17:23 - mmengine - INFO - Epoch(train) [86][3480/3757] lr: 5.436e-03 eta: 1 day, 1:48:25 time: 0.256 data_time: 0.010 memory: 5036 grad_norm: 7.6963 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6845 loss: 2.6845 2022/06/26 12:17:28 - mmengine - INFO - Epoch(train) [86][3500/3757] lr: 5.436e-03 eta: 1 day, 1:48:20 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.2995 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4644 loss: 2.4644 2022/06/26 12:17:34 - mmengine - INFO - Epoch(train) [86][3520/3757] lr: 5.436e-03 eta: 1 day, 1:48:15 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 6.2373 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0116 loss: 2.0116 2022/06/26 12:17:39 - mmengine - INFO - Epoch(train) [86][3540/3757] lr: 5.436e-03 eta: 1 day, 1:48:09 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 7.4894 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.8828 loss: 1.8828 2022/06/26 12:17:44 - mmengine - INFO - Epoch(train) [86][3560/3757] lr: 5.436e-03 eta: 1 day, 1:48:04 time: 0.264 data_time: 0.006 memory: 5036 grad_norm: 7.7924 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5045 loss: 2.5045 2022/06/26 12:17:49 - mmengine - INFO - Epoch(train) [86][3580/3757] lr: 5.436e-03 eta: 1 day, 1:47:59 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 6.7243 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5453 loss: 2.5453 2022/06/26 12:17:55 - mmengine - INFO - Epoch(train) [86][3600/3757] lr: 5.436e-03 eta: 1 day, 1:47:54 time: 0.257 data_time: 0.012 memory: 5036 grad_norm: 7.1779 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4668 loss: 2.4668 2022/06/26 12:18:00 - mmengine - INFO - Epoch(train) [86][3620/3757] lr: 5.436e-03 eta: 1 day, 1:47:48 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 7.1808 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3801 loss: 2.3801 2022/06/26 12:18:05 - mmengine - INFO - Epoch(train) [86][3640/3757] lr: 5.436e-03 eta: 1 day, 1:47:43 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 6.3760 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4948 loss: 2.4948 2022/06/26 12:18:09 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 12:18:10 - mmengine - INFO - Epoch(train) [86][3660/3757] lr: 5.436e-03 eta: 1 day, 1:47:38 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 7.1145 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7602 loss: 2.7602 2022/06/26 12:18:16 - mmengine - INFO - Epoch(train) [86][3680/3757] lr: 5.436e-03 eta: 1 day, 1:47:32 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 7.3786 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7457 loss: 2.7457 2022/06/26 12:18:21 - mmengine - INFO - Epoch(train) [86][3700/3757] lr: 5.436e-03 eta: 1 day, 1:47:27 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 7.7619 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5446 loss: 2.5446 2022/06/26 12:18:26 - mmengine - INFO - Epoch(train) [86][3720/3757] lr: 5.436e-03 eta: 1 day, 1:47:22 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 7.7926 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8887 loss: 2.8887 2022/06/26 12:18:31 - mmengine - INFO - Epoch(train) [86][3740/3757] lr: 5.436e-03 eta: 1 day, 1:47:17 time: 0.241 data_time: 0.010 memory: 5036 grad_norm: 6.7715 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.9442 loss: 2.9442 2022/06/26 12:18:36 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 12:18:36 - mmengine - INFO - Saving checkpoint at 86 epochs 2022/06/26 12:18:49 - mmengine - INFO - Epoch(val) [86][20/310] eta: 0:01:46 time: 0.107 data_time: 0.005 memory: 5036 2022/06/26 12:18:53 - mmengine - INFO - Epoch(val) [86][40/310] eta: 0:01:36 time: 0.108 data_time: 0.002 memory: 1723 2022/06/26 12:18:58 - mmengine - INFO - Epoch(val) [86][60/310] eta: 0:00:26 time: 0.107 data_time: 0.005 memory: 1723 2022/06/26 12:19:02 - mmengine - INFO - Epoch(val) [86][80/310] eta: 0:00:24 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 12:19:09 - mmengine - INFO - Epoch(val) [86][100/310] eta: 0:01:09 time: 0.115 data_time: 0.008 memory: 1723 2022/06/26 12:19:14 - mmengine - INFO - Epoch(val) [86][120/310] eta: 0:01:10 time: 0.108 data_time: 0.005 memory: 1723 2022/06/26 12:19:19 - mmengine - INFO - Epoch(val) [86][140/310] eta: 0:00:18 time: 0.105 data_time: 0.002 memory: 1723 2022/06/26 12:19:23 - mmengine - INFO - Epoch(val) [86][160/310] eta: 0:00:15 time: 0.103 data_time: 0.002 memory: 1723 2022/06/26 12:19:30 - mmengine - INFO - Epoch(val) [86][180/310] eta: 0:00:41 time: 0.372 data_time: 0.265 memory: 1723 2022/06/26 12:19:35 - mmengine - INFO - Epoch(val) [86][200/310] eta: 0:00:37 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 12:19:39 - mmengine - INFO - Epoch(val) [86][220/310] eta: 0:00:10 time: 0.107 data_time: 0.005 memory: 1723 2022/06/26 12:19:44 - mmengine - INFO - Epoch(val) [86][240/310] eta: 0:00:08 time: 0.108 data_time: 0.001 memory: 1723 2022/06/26 12:19:51 - mmengine - INFO - Epoch(val) [86][260/310] eta: 0:00:17 time: 0.110 data_time: 0.008 memory: 1723 2022/06/26 12:19:55 - mmengine - INFO - Epoch(val) [86][280/310] eta: 0:00:10 time: 0.109 data_time: 0.001 memory: 1723 2022/06/26 12:19:57 - mmengine - INFO - Epoch(val) [86][300/310] eta: 0:00:01 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 12:19:59 - mmengine - INFO - Epoch(val) [86][310/310] acc/top1: 0.5111 acc/top5: 0.7594 acc/mean1: 0.5110 2022/06/26 12:20:09 - mmengine - INFO - Epoch(train) [87][20/3757] lr: 5.349e-03 eta: 1 day, 1:47:10 time: 0.272 data_time: 0.003 memory: 5036 grad_norm: 6.5053 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4234 loss: 2.4234 2022/06/26 12:20:15 - mmengine - INFO - Epoch(train) [87][40/3757] lr: 5.349e-03 eta: 1 day, 1:47:05 time: 0.244 data_time: 0.003 memory: 5036 grad_norm: 7.2973 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.2743 loss: 2.2743 2022/06/26 12:20:20 - mmengine - INFO - Epoch(train) [87][60/3757] lr: 5.349e-03 eta: 1 day, 1:47:00 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 6.9817 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0995 loss: 2.0995 2022/06/26 12:20:26 - mmengine - INFO - Epoch(train) [87][80/3757] lr: 5.349e-03 eta: 1 day, 1:46:55 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 7.6185 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4155 loss: 2.4155 2022/06/26 12:20:31 - mmengine - INFO - Epoch(train) [87][100/3757] lr: 5.349e-03 eta: 1 day, 1:46:49 time: 0.245 data_time: 0.003 memory: 5036 grad_norm: 7.8618 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.6011 loss: 2.6011 2022/06/26 12:20:36 - mmengine - INFO - Epoch(train) [87][120/3757] lr: 5.349e-03 eta: 1 day, 1:46:44 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 7.2967 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.4682 loss: 2.4682 2022/06/26 12:20:41 - mmengine - INFO - Epoch(train) [87][140/3757] lr: 5.349e-03 eta: 1 day, 1:46:39 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 8.4577 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5905 loss: 2.5905 2022/06/26 12:20:47 - mmengine - INFO - Epoch(train) [87][160/3757] lr: 5.349e-03 eta: 1 day, 1:46:34 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 7.6357 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5256 loss: 2.5256 2022/06/26 12:20:52 - mmengine - INFO - Epoch(train) [87][180/3757] lr: 5.349e-03 eta: 1 day, 1:46:28 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 6.9463 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2210 loss: 2.2210 2022/06/26 12:20:57 - mmengine - INFO - Epoch(train) [87][200/3757] lr: 5.349e-03 eta: 1 day, 1:46:23 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 7.2163 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.3795 loss: 2.3795 2022/06/26 12:21:03 - mmengine - INFO - Epoch(train) [87][220/3757] lr: 5.349e-03 eta: 1 day, 1:46:18 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 6.2732 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.5416 loss: 2.5416 2022/06/26 12:21:08 - mmengine - INFO - Epoch(train) [87][240/3757] lr: 5.349e-03 eta: 1 day, 1:46:13 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 6.8841 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6061 loss: 2.6061 2022/06/26 12:21:13 - mmengine - INFO - Epoch(train) [87][260/3757] lr: 5.349e-03 eta: 1 day, 1:46:07 time: 0.285 data_time: 0.003 memory: 5036 grad_norm: 7.4225 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 2.2182 loss: 2.2182 2022/06/26 12:21:18 - mmengine - INFO - Epoch(train) [87][280/3757] lr: 5.349e-03 eta: 1 day, 1:46:02 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 8.0892 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.8046 loss: 2.8046 2022/06/26 12:21:24 - mmengine - INFO - Epoch(train) [87][300/3757] lr: 5.349e-03 eta: 1 day, 1:45:57 time: 0.248 data_time: 0.004 memory: 5036 grad_norm: 5.7560 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4687 loss: 2.4687 2022/06/26 12:21:29 - mmengine - INFO - Epoch(train) [87][320/3757] lr: 5.349e-03 eta: 1 day, 1:45:51 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 6.8569 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.1003 loss: 2.1003 2022/06/26 12:21:34 - mmengine - INFO - Epoch(train) [87][340/3757] lr: 5.349e-03 eta: 1 day, 1:45:46 time: 0.267 data_time: 0.003 memory: 5036 grad_norm: 6.6389 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.1679 loss: 2.1679 2022/06/26 12:21:39 - mmengine - INFO - Epoch(train) [87][360/3757] lr: 5.349e-03 eta: 1 day, 1:45:41 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 7.6788 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.5310 loss: 2.5310 2022/06/26 12:21:45 - mmengine - INFO - Epoch(train) [87][380/3757] lr: 5.349e-03 eta: 1 day, 1:45:35 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.6570 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.4146 loss: 2.4146 2022/06/26 12:21:50 - mmengine - INFO - Epoch(train) [87][400/3757] lr: 5.349e-03 eta: 1 day, 1:45:30 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 6.5745 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2324 loss: 2.2324 2022/06/26 12:21:55 - mmengine - INFO - Epoch(train) [87][420/3757] lr: 5.349e-03 eta: 1 day, 1:45:25 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 6.9891 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.1542 loss: 2.1542 2022/06/26 12:22:00 - mmengine - INFO - Epoch(train) [87][440/3757] lr: 5.349e-03 eta: 1 day, 1:45:20 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 7.3929 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4176 loss: 2.4176 2022/06/26 12:22:06 - mmengine - INFO - Epoch(train) [87][460/3757] lr: 5.349e-03 eta: 1 day, 1:45:14 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 7.6405 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1898 loss: 2.1898 2022/06/26 12:22:11 - mmengine - INFO - Epoch(train) [87][480/3757] lr: 5.349e-03 eta: 1 day, 1:45:09 time: 0.264 data_time: 0.006 memory: 5036 grad_norm: 6.7969 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3920 loss: 2.3920 2022/06/26 12:22:16 - mmengine - INFO - Epoch(train) [87][500/3757] lr: 5.349e-03 eta: 1 day, 1:45:04 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 7.0950 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.4810 loss: 2.4810 2022/06/26 12:22:22 - mmengine - INFO - Epoch(train) [87][520/3757] lr: 5.349e-03 eta: 1 day, 1:44:59 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 7.5029 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4743 loss: 2.4743 2022/06/26 12:22:27 - mmengine - INFO - Epoch(train) [87][540/3757] lr: 5.349e-03 eta: 1 day, 1:44:53 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 7.0098 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5156 loss: 2.5156 2022/06/26 12:22:32 - mmengine - INFO - Epoch(train) [87][560/3757] lr: 5.349e-03 eta: 1 day, 1:44:48 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 7.3001 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.3975 loss: 2.3975 2022/06/26 12:22:38 - mmengine - INFO - Epoch(train) [87][580/3757] lr: 5.349e-03 eta: 1 day, 1:44:43 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 6.6569 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5457 loss: 2.5457 2022/06/26 12:22:43 - mmengine - INFO - Epoch(train) [87][600/3757] lr: 5.349e-03 eta: 1 day, 1:44:38 time: 0.252 data_time: 0.004 memory: 5036 grad_norm: 6.5589 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.2689 loss: 2.2689 2022/06/26 12:22:48 - mmengine - INFO - Epoch(train) [87][620/3757] lr: 5.349e-03 eta: 1 day, 1:44:33 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.3753 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2314 loss: 2.2314 2022/06/26 12:22:53 - mmengine - INFO - Epoch(train) [87][640/3757] lr: 5.349e-03 eta: 1 day, 1:44:27 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 6.7521 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5236 loss: 2.5236 2022/06/26 12:22:59 - mmengine - INFO - Epoch(train) [87][660/3757] lr: 5.349e-03 eta: 1 day, 1:44:22 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.4238 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0475 loss: 2.0475 2022/06/26 12:23:04 - mmengine - INFO - Epoch(train) [87][680/3757] lr: 5.349e-03 eta: 1 day, 1:44:17 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 7.2396 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.6805 loss: 2.6805 2022/06/26 12:23:09 - mmengine - INFO - Epoch(train) [87][700/3757] lr: 5.349e-03 eta: 1 day, 1:44:11 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 6.6951 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.0908 loss: 2.0908 2022/06/26 12:23:15 - mmengine - INFO - Epoch(train) [87][720/3757] lr: 5.349e-03 eta: 1 day, 1:44:06 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 6.9111 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0228 loss: 2.0228 2022/06/26 12:23:20 - mmengine - INFO - Epoch(train) [87][740/3757] lr: 5.349e-03 eta: 1 day, 1:44:01 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 7.3598 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4333 loss: 2.4333 2022/06/26 12:23:25 - mmengine - INFO - Epoch(train) [87][760/3757] lr: 5.349e-03 eta: 1 day, 1:43:56 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 7.5262 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4889 loss: 2.4889 2022/06/26 12:23:30 - mmengine - INFO - Epoch(train) [87][780/3757] lr: 5.349e-03 eta: 1 day, 1:43:50 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 6.6943 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8483 loss: 2.8483 2022/06/26 12:23:36 - mmengine - INFO - Epoch(train) [87][800/3757] lr: 5.349e-03 eta: 1 day, 1:43:45 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 7.9700 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5108 loss: 2.5108 2022/06/26 12:23:41 - mmengine - INFO - Epoch(train) [87][820/3757] lr: 5.349e-03 eta: 1 day, 1:43:40 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 8.0895 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6898 loss: 2.6898 2022/06/26 12:23:46 - mmengine - INFO - Epoch(train) [87][840/3757] lr: 5.349e-03 eta: 1 day, 1:43:35 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 7.0906 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.6310 loss: 2.6310 2022/06/26 12:23:51 - mmengine - INFO - Epoch(train) [87][860/3757] lr: 5.349e-03 eta: 1 day, 1:43:29 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 5.9647 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9458 loss: 1.9458 2022/06/26 12:23:56 - mmengine - INFO - Epoch(train) [87][880/3757] lr: 5.349e-03 eta: 1 day, 1:43:24 time: 0.247 data_time: 0.007 memory: 5036 grad_norm: 7.0413 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.3067 loss: 2.3067 2022/06/26 12:24:01 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 12:24:02 - mmengine - INFO - Epoch(train) [87][900/3757] lr: 5.349e-03 eta: 1 day, 1:43:19 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 8.0461 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4780 loss: 2.4780 2022/06/26 12:24:07 - mmengine - INFO - Epoch(train) [87][920/3757] lr: 5.349e-03 eta: 1 day, 1:43:13 time: 0.250 data_time: 0.008 memory: 5036 grad_norm: 7.6259 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4737 loss: 2.4737 2022/06/26 12:24:12 - mmengine - INFO - Epoch(train) [87][940/3757] lr: 5.349e-03 eta: 1 day, 1:43:08 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 7.0441 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.6395 loss: 2.6395 2022/06/26 12:24:17 - mmengine - INFO - Epoch(train) [87][960/3757] lr: 5.349e-03 eta: 1 day, 1:43:03 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 7.6104 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2536 loss: 2.2536 2022/06/26 12:24:22 - mmengine - INFO - Epoch(train) [87][980/3757] lr: 5.349e-03 eta: 1 day, 1:42:57 time: 0.250 data_time: 0.008 memory: 5036 grad_norm: 7.3145 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.4271 loss: 2.4271 2022/06/26 12:24:28 - mmengine - INFO - Epoch(train) [87][1000/3757] lr: 5.349e-03 eta: 1 day, 1:42:52 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 8.1474 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.5733 loss: 2.5733 2022/06/26 12:24:33 - mmengine - INFO - Epoch(train) [87][1020/3757] lr: 5.349e-03 eta: 1 day, 1:42:47 time: 0.263 data_time: 0.013 memory: 5036 grad_norm: 7.8813 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5957 loss: 2.5957 2022/06/26 12:24:38 - mmengine - INFO - Epoch(train) [87][1040/3757] lr: 5.349e-03 eta: 1 day, 1:42:41 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 7.7241 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.3842 loss: 2.3842 2022/06/26 12:24:43 - mmengine - INFO - Epoch(train) [87][1060/3757] lr: 5.349e-03 eta: 1 day, 1:42:36 time: 0.275 data_time: 0.009 memory: 5036 grad_norm: 7.5447 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3040 loss: 2.3040 2022/06/26 12:24:49 - mmengine - INFO - Epoch(train) [87][1080/3757] lr: 5.349e-03 eta: 1 day, 1:42:31 time: 0.270 data_time: 0.006 memory: 5036 grad_norm: 8.5032 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6276 loss: 2.6276 2022/06/26 12:24:54 - mmengine - INFO - Epoch(train) [87][1100/3757] lr: 5.349e-03 eta: 1 day, 1:42:26 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 7.0985 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.0264 loss: 2.0264 2022/06/26 12:24:59 - mmengine - INFO - Epoch(train) [87][1120/3757] lr: 5.349e-03 eta: 1 day, 1:42:20 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 7.3252 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2509 loss: 2.2509 2022/06/26 12:25:04 - mmengine - INFO - Epoch(train) [87][1140/3757] lr: 5.349e-03 eta: 1 day, 1:42:15 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 8.5282 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6559 loss: 2.6559 2022/06/26 12:25:09 - mmengine - INFO - Epoch(train) [87][1160/3757] lr: 5.349e-03 eta: 1 day, 1:42:09 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 7.9278 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4815 loss: 2.4815 2022/06/26 12:25:15 - mmengine - INFO - Epoch(train) [87][1180/3757] lr: 5.349e-03 eta: 1 day, 1:42:04 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 6.1457 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0733 loss: 2.0733 2022/06/26 12:25:20 - mmengine - INFO - Epoch(train) [87][1200/3757] lr: 5.349e-03 eta: 1 day, 1:41:59 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 6.6599 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.4378 loss: 2.4378 2022/06/26 12:25:25 - mmengine - INFO - Epoch(train) [87][1220/3757] lr: 5.349e-03 eta: 1 day, 1:41:54 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 6.6684 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.4505 loss: 2.4505 2022/06/26 12:25:30 - mmengine - INFO - Epoch(train) [87][1240/3757] lr: 5.349e-03 eta: 1 day, 1:41:48 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 7.0028 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4095 loss: 2.4095 2022/06/26 12:25:36 - mmengine - INFO - Epoch(train) [87][1260/3757] lr: 5.349e-03 eta: 1 day, 1:41:43 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 6.8673 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.3686 loss: 2.3686 2022/06/26 12:25:41 - mmengine - INFO - Epoch(train) [87][1280/3757] lr: 5.349e-03 eta: 1 day, 1:41:38 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 6.6599 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4921 loss: 2.4921 2022/06/26 12:25:47 - mmengine - INFO - Epoch(train) [87][1300/3757] lr: 5.349e-03 eta: 1 day, 1:41:33 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 7.2070 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6570 loss: 2.6570 2022/06/26 12:25:52 - mmengine - INFO - Epoch(train) [87][1320/3757] lr: 5.349e-03 eta: 1 day, 1:41:28 time: 0.248 data_time: 0.008 memory: 5036 grad_norm: 7.3168 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3613 loss: 2.3613 2022/06/26 12:25:57 - mmengine - INFO - Epoch(train) [87][1340/3757] lr: 5.349e-03 eta: 1 day, 1:41:22 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 7.5744 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5477 loss: 2.5477 2022/06/26 12:26:02 - mmengine - INFO - Epoch(train) [87][1360/3757] lr: 5.349e-03 eta: 1 day, 1:41:17 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 8.0609 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.2521 loss: 2.2521 2022/06/26 12:26:08 - mmengine - INFO - Epoch(train) [87][1380/3757] lr: 5.349e-03 eta: 1 day, 1:41:12 time: 0.255 data_time: 0.004 memory: 5036 grad_norm: 6.4760 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.4414 loss: 2.4414 2022/06/26 12:26:13 - mmengine - INFO - Epoch(train) [87][1400/3757] lr: 5.349e-03 eta: 1 day, 1:41:06 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 7.5584 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1454 loss: 2.1454 2022/06/26 12:26:18 - mmengine - INFO - Epoch(train) [87][1420/3757] lr: 5.349e-03 eta: 1 day, 1:41:01 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 6.5375 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.8481 loss: 2.8481 2022/06/26 12:26:23 - mmengine - INFO - Epoch(train) [87][1440/3757] lr: 5.349e-03 eta: 1 day, 1:40:56 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 7.0910 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5457 loss: 2.5457 2022/06/26 12:26:28 - mmengine - INFO - Epoch(train) [87][1460/3757] lr: 5.349e-03 eta: 1 day, 1:40:50 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 7.2077 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.6232 loss: 2.6232 2022/06/26 12:26:33 - mmengine - INFO - Epoch(train) [87][1480/3757] lr: 5.349e-03 eta: 1 day, 1:40:45 time: 0.264 data_time: 0.006 memory: 5036 grad_norm: 6.7398 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.7473 loss: 2.7473 2022/06/26 12:26:39 - mmengine - INFO - Epoch(train) [87][1500/3757] lr: 5.349e-03 eta: 1 day, 1:40:40 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 8.4307 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6552 loss: 2.6552 2022/06/26 12:26:44 - mmengine - INFO - Epoch(train) [87][1520/3757] lr: 5.349e-03 eta: 1 day, 1:40:34 time: 0.396 data_time: 0.007 memory: 5036 grad_norm: 6.8472 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.2721 loss: 2.2721 2022/06/26 12:26:49 - mmengine - INFO - Epoch(train) [87][1540/3757] lr: 5.349e-03 eta: 1 day, 1:40:29 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.9486 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4522 loss: 2.4522 2022/06/26 12:26:54 - mmengine - INFO - Epoch(train) [87][1560/3757] lr: 5.349e-03 eta: 1 day, 1:40:24 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 7.0589 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.3695 loss: 2.3695 2022/06/26 12:26:59 - mmengine - INFO - Epoch(train) [87][1580/3757] lr: 5.349e-03 eta: 1 day, 1:40:18 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 6.4254 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.0854 loss: 2.0854 2022/06/26 12:27:05 - mmengine - INFO - Epoch(train) [87][1600/3757] lr: 5.349e-03 eta: 1 day, 1:40:13 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 7.2947 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 3.0314 loss: 3.0314 2022/06/26 12:27:10 - mmengine - INFO - Epoch(train) [87][1620/3757] lr: 5.349e-03 eta: 1 day, 1:40:08 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 5.4307 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 2.4550 loss: 2.4550 2022/06/26 12:27:15 - mmengine - INFO - Epoch(train) [87][1640/3757] lr: 5.349e-03 eta: 1 day, 1:40:03 time: 0.252 data_time: 0.008 memory: 5036 grad_norm: 6.5827 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.3649 loss: 2.3649 2022/06/26 12:27:21 - mmengine - INFO - Epoch(train) [87][1660/3757] lr: 5.349e-03 eta: 1 day, 1:39:57 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 5.8980 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.6411 loss: 2.6411 2022/06/26 12:27:26 - mmengine - INFO - Epoch(train) [87][1680/3757] lr: 5.349e-03 eta: 1 day, 1:39:52 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 6.6272 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.5343 loss: 2.5343 2022/06/26 12:27:31 - mmengine - INFO - Epoch(train) [87][1700/3757] lr: 5.349e-03 eta: 1 day, 1:39:47 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 8.0055 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.7525 loss: 2.7525 2022/06/26 12:27:36 - mmengine - INFO - Epoch(train) [87][1720/3757] lr: 5.349e-03 eta: 1 day, 1:39:41 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 6.5483 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7461 loss: 2.7461 2022/06/26 12:27:42 - mmengine - INFO - Epoch(train) [87][1740/3757] lr: 5.349e-03 eta: 1 day, 1:39:36 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 6.6628 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.3090 loss: 2.3090 2022/06/26 12:27:47 - mmengine - INFO - Epoch(train) [87][1760/3757] lr: 5.349e-03 eta: 1 day, 1:39:31 time: 0.270 data_time: 0.003 memory: 5036 grad_norm: 7.3932 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.3576 loss: 2.3576 2022/06/26 12:27:52 - mmengine - INFO - Epoch(train) [87][1780/3757] lr: 5.349e-03 eta: 1 day, 1:39:26 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 7.3866 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3631 loss: 2.3631 2022/06/26 12:27:57 - mmengine - INFO - Epoch(train) [87][1800/3757] lr: 5.349e-03 eta: 1 day, 1:39:20 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 6.8496 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.6575 loss: 2.6575 2022/06/26 12:28:03 - mmengine - INFO - Epoch(train) [87][1820/3757] lr: 5.349e-03 eta: 1 day, 1:39:15 time: 0.260 data_time: 0.002 memory: 5036 grad_norm: 7.0283 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5903 loss: 2.5903 2022/06/26 12:28:08 - mmengine - INFO - Epoch(train) [87][1840/3757] lr: 5.349e-03 eta: 1 day, 1:39:10 time: 0.262 data_time: 0.011 memory: 5036 grad_norm: 8.5341 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.7139 loss: 2.7139 2022/06/26 12:28:13 - mmengine - INFO - Epoch(train) [87][1860/3757] lr: 5.349e-03 eta: 1 day, 1:39:04 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 7.6380 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.9575 loss: 2.9575 2022/06/26 12:28:18 - mmengine - INFO - Epoch(train) [87][1880/3757] lr: 5.349e-03 eta: 1 day, 1:38:59 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 9.5887 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7962 loss: 2.7962 2022/06/26 12:28:23 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 12:28:23 - mmengine - INFO - Epoch(train) [87][1900/3757] lr: 5.349e-03 eta: 1 day, 1:38:54 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 6.6099 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0199 loss: 2.0199 2022/06/26 12:28:29 - mmengine - INFO - Epoch(train) [87][1920/3757] lr: 5.349e-03 eta: 1 day, 1:38:48 time: 0.257 data_time: 0.012 memory: 5036 grad_norm: 6.9739 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.8167 loss: 2.8167 2022/06/26 12:28:34 - mmengine - INFO - Epoch(train) [87][1940/3757] lr: 5.349e-03 eta: 1 day, 1:38:43 time: 0.378 data_time: 0.003 memory: 5036 grad_norm: 7.0014 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5897 loss: 2.5897 2022/06/26 12:28:39 - mmengine - INFO - Epoch(train) [87][1960/3757] lr: 5.349e-03 eta: 1 day, 1:38:38 time: 0.254 data_time: 0.008 memory: 5036 grad_norm: 6.8225 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0387 loss: 2.0387 2022/06/26 12:28:45 - mmengine - INFO - Epoch(train) [87][1980/3757] lr: 5.349e-03 eta: 1 day, 1:38:33 time: 0.278 data_time: 0.007 memory: 5036 grad_norm: 5.9476 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4472 loss: 2.4472 2022/06/26 12:28:50 - mmengine - INFO - Epoch(train) [87][2000/3757] lr: 5.349e-03 eta: 1 day, 1:38:27 time: 0.281 data_time: 0.014 memory: 5036 grad_norm: 7.2506 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.4586 loss: 2.4586 2022/06/26 12:28:55 - mmengine - INFO - Epoch(train) [87][2020/3757] lr: 5.349e-03 eta: 1 day, 1:38:22 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 7.3850 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4061 loss: 2.4061 2022/06/26 12:29:00 - mmengine - INFO - Epoch(train) [87][2040/3757] lr: 5.349e-03 eta: 1 day, 1:38:17 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 7.4372 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1370 loss: 2.1370 2022/06/26 12:29:06 - mmengine - INFO - Epoch(train) [87][2060/3757] lr: 5.349e-03 eta: 1 day, 1:38:12 time: 0.252 data_time: 0.008 memory: 5036 grad_norm: 6.9223 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.2100 loss: 2.2100 2022/06/26 12:29:11 - mmengine - INFO - Epoch(train) [87][2080/3757] lr: 5.349e-03 eta: 1 day, 1:38:06 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 6.8002 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3482 loss: 2.3482 2022/06/26 12:29:17 - mmengine - INFO - Epoch(train) [87][2100/3757] lr: 5.349e-03 eta: 1 day, 1:38:01 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 7.4603 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.4577 loss: 2.4577 2022/06/26 12:29:22 - mmengine - INFO - Epoch(train) [87][2120/3757] lr: 5.349e-03 eta: 1 day, 1:37:56 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 8.6115 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1006 loss: 2.1006 2022/06/26 12:29:27 - mmengine - INFO - Epoch(train) [87][2140/3757] lr: 5.349e-03 eta: 1 day, 1:37:51 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 6.4654 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.6816 loss: 2.6816 2022/06/26 12:29:32 - mmengine - INFO - Epoch(train) [87][2160/3757] lr: 5.349e-03 eta: 1 day, 1:37:45 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 6.9826 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3297 loss: 2.3297 2022/06/26 12:29:37 - mmengine - INFO - Epoch(train) [87][2180/3757] lr: 5.349e-03 eta: 1 day, 1:37:40 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 6.5743 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.3944 loss: 2.3944 2022/06/26 12:29:42 - mmengine - INFO - Epoch(train) [87][2200/3757] lr: 5.349e-03 eta: 1 day, 1:37:35 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 7.8995 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3944 loss: 2.3944 2022/06/26 12:29:48 - mmengine - INFO - Epoch(train) [87][2220/3757] lr: 5.349e-03 eta: 1 day, 1:37:29 time: 0.267 data_time: 0.003 memory: 5036 grad_norm: 6.5972 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4512 loss: 2.4512 2022/06/26 12:29:53 - mmengine - INFO - Epoch(train) [87][2240/3757] lr: 5.349e-03 eta: 1 day, 1:37:24 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 6.9913 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3949 loss: 2.3949 2022/06/26 12:29:58 - mmengine - INFO - Epoch(train) [87][2260/3757] lr: 5.349e-03 eta: 1 day, 1:37:19 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 7.0156 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.0779 loss: 2.0779 2022/06/26 12:30:03 - mmengine - INFO - Epoch(train) [87][2280/3757] lr: 5.349e-03 eta: 1 day, 1:37:13 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 6.6991 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.2171 loss: 2.2171 2022/06/26 12:30:08 - mmengine - INFO - Epoch(train) [87][2300/3757] lr: 5.349e-03 eta: 1 day, 1:37:08 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.1184 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6921 loss: 2.6921 2022/06/26 12:30:13 - mmengine - INFO - Epoch(train) [87][2320/3757] lr: 5.349e-03 eta: 1 day, 1:37:02 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 7.5789 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3793 loss: 2.3793 2022/06/26 12:30:19 - mmengine - INFO - Epoch(train) [87][2340/3757] lr: 5.349e-03 eta: 1 day, 1:36:57 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 7.8050 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3075 loss: 2.3075 2022/06/26 12:30:24 - mmengine - INFO - Epoch(train) [87][2360/3757] lr: 5.349e-03 eta: 1 day, 1:36:52 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 6.2858 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.4743 loss: 2.4743 2022/06/26 12:30:29 - mmengine - INFO - Epoch(train) [87][2380/3757] lr: 5.349e-03 eta: 1 day, 1:36:46 time: 0.260 data_time: 0.008 memory: 5036 grad_norm: 7.4464 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.2005 loss: 2.2005 2022/06/26 12:30:34 - mmengine - INFO - Epoch(train) [87][2400/3757] lr: 5.349e-03 eta: 1 day, 1:36:41 time: 0.269 data_time: 0.021 memory: 5036 grad_norm: 6.4133 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2025 loss: 2.2025 2022/06/26 12:30:39 - mmengine - INFO - Epoch(train) [87][2420/3757] lr: 5.349e-03 eta: 1 day, 1:36:36 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 7.6037 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.5681 loss: 2.5681 2022/06/26 12:30:45 - mmengine - INFO - Epoch(train) [87][2440/3757] lr: 5.349e-03 eta: 1 day, 1:36:30 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 8.1280 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6022 loss: 2.6022 2022/06/26 12:30:50 - mmengine - INFO - Epoch(train) [87][2460/3757] lr: 5.349e-03 eta: 1 day, 1:36:25 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 6.3521 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2201 loss: 2.2201 2022/06/26 12:30:55 - mmengine - INFO - Epoch(train) [87][2480/3757] lr: 5.349e-03 eta: 1 day, 1:36:20 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 7.8473 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3148 loss: 2.3148 2022/06/26 12:31:00 - mmengine - INFO - Epoch(train) [87][2500/3757] lr: 5.349e-03 eta: 1 day, 1:36:15 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 7.3724 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4999 loss: 2.4999 2022/06/26 12:31:06 - mmengine - INFO - Epoch(train) [87][2520/3757] lr: 5.349e-03 eta: 1 day, 1:36:09 time: 0.248 data_time: 0.007 memory: 5036 grad_norm: 7.0783 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.3123 loss: 2.3123 2022/06/26 12:31:11 - mmengine - INFO - Epoch(train) [87][2540/3757] lr: 5.349e-03 eta: 1 day, 1:36:04 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 7.8882 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2418 loss: 2.2418 2022/06/26 12:31:16 - mmengine - INFO - Epoch(train) [87][2560/3757] lr: 5.349e-03 eta: 1 day, 1:35:59 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 6.5440 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1877 loss: 2.1877 2022/06/26 12:31:22 - mmengine - INFO - Epoch(train) [87][2580/3757] lr: 5.349e-03 eta: 1 day, 1:35:54 time: 0.268 data_time: 0.009 memory: 5036 grad_norm: 6.4182 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.8527 loss: 2.8527 2022/06/26 12:31:27 - mmengine - INFO - Epoch(train) [87][2600/3757] lr: 5.349e-03 eta: 1 day, 1:35:48 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 6.6981 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1957 loss: 2.1957 2022/06/26 12:31:32 - mmengine - INFO - Epoch(train) [87][2620/3757] lr: 5.349e-03 eta: 1 day, 1:35:43 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 6.6562 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7544 loss: 2.7544 2022/06/26 12:31:38 - mmengine - INFO - Epoch(train) [87][2640/3757] lr: 5.349e-03 eta: 1 day, 1:35:38 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 8.1362 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 2.7698 loss: 2.7698 2022/06/26 12:31:43 - mmengine - INFO - Epoch(train) [87][2660/3757] lr: 5.349e-03 eta: 1 day, 1:35:33 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 7.6279 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6544 loss: 2.6544 2022/06/26 12:31:48 - mmengine - INFO - Epoch(train) [87][2680/3757] lr: 5.349e-03 eta: 1 day, 1:35:28 time: 0.263 data_time: 0.018 memory: 5036 grad_norm: 6.0408 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5822 loss: 2.5822 2022/06/26 12:31:54 - mmengine - INFO - Epoch(train) [87][2700/3757] lr: 5.349e-03 eta: 1 day, 1:35:22 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 7.4894 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5438 loss: 2.5438 2022/06/26 12:31:59 - mmengine - INFO - Epoch(train) [87][2720/3757] lr: 5.349e-03 eta: 1 day, 1:35:17 time: 0.251 data_time: 0.004 memory: 5036 grad_norm: 6.9001 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.1193 loss: 2.1193 2022/06/26 12:32:04 - mmengine - INFO - Epoch(train) [87][2740/3757] lr: 5.349e-03 eta: 1 day, 1:35:12 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 7.1937 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2301 loss: 2.2301 2022/06/26 12:32:09 - mmengine - INFO - Epoch(train) [87][2760/3757] lr: 5.349e-03 eta: 1 day, 1:35:06 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 8.1644 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9629 loss: 2.9629 2022/06/26 12:32:14 - mmengine - INFO - Epoch(train) [87][2780/3757] lr: 5.349e-03 eta: 1 day, 1:35:01 time: 0.286 data_time: 0.003 memory: 5036 grad_norm: 6.9919 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.5490 loss: 2.5490 2022/06/26 12:32:20 - mmengine - INFO - Epoch(train) [87][2800/3757] lr: 5.349e-03 eta: 1 day, 1:34:56 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 8.4013 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.2255 loss: 2.2255 2022/06/26 12:32:25 - mmengine - INFO - Epoch(train) [87][2820/3757] lr: 5.349e-03 eta: 1 day, 1:34:51 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 6.8890 top1_acc: 0.1250 top5_acc: 0.8750 loss_cls: 2.3501 loss: 2.3501 2022/06/26 12:32:30 - mmengine - INFO - Epoch(train) [87][2840/3757] lr: 5.349e-03 eta: 1 day, 1:34:45 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 7.5352 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.4354 loss: 2.4354 2022/06/26 12:32:36 - mmengine - INFO - Epoch(train) [87][2860/3757] lr: 5.349e-03 eta: 1 day, 1:34:40 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.8255 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4685 loss: 2.4685 2022/06/26 12:32:41 - mmengine - INFO - Epoch(train) [87][2880/3757] lr: 5.349e-03 eta: 1 day, 1:34:35 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 7.5109 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 3.2225 loss: 3.2225 2022/06/26 12:32:46 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 12:32:46 - mmengine - INFO - Epoch(train) [87][2900/3757] lr: 5.349e-03 eta: 1 day, 1:34:30 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 6.5859 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.4706 loss: 2.4706 2022/06/26 12:32:51 - mmengine - INFO - Epoch(train) [87][2920/3757] lr: 5.349e-03 eta: 1 day, 1:34:24 time: 0.263 data_time: 0.012 memory: 5036 grad_norm: 6.6121 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3070 loss: 2.3070 2022/06/26 12:32:57 - mmengine - INFO - Epoch(train) [87][2940/3757] lr: 5.349e-03 eta: 1 day, 1:34:19 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 8.0435 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.5396 loss: 2.5396 2022/06/26 12:33:02 - mmengine - INFO - Epoch(train) [87][2960/3757] lr: 5.349e-03 eta: 1 day, 1:34:14 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 7.5147 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7697 loss: 2.7697 2022/06/26 12:33:07 - mmengine - INFO - Epoch(train) [87][2980/3757] lr: 5.349e-03 eta: 1 day, 1:34:09 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 7.2514 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.4750 loss: 2.4750 2022/06/26 12:33:12 - mmengine - INFO - Epoch(train) [87][3000/3757] lr: 5.349e-03 eta: 1 day, 1:34:03 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 6.8157 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5185 loss: 2.5185 2022/06/26 12:33:18 - mmengine - INFO - Epoch(train) [87][3020/3757] lr: 5.349e-03 eta: 1 day, 1:33:58 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 6.6060 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1856 loss: 2.1856 2022/06/26 12:33:23 - mmengine - INFO - Epoch(train) [87][3040/3757] lr: 5.349e-03 eta: 1 day, 1:33:53 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 6.5361 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.5670 loss: 2.5670 2022/06/26 12:33:28 - mmengine - INFO - Epoch(train) [87][3060/3757] lr: 5.349e-03 eta: 1 day, 1:33:47 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 6.9866 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.4864 loss: 2.4864 2022/06/26 12:33:33 - mmengine - INFO - Epoch(train) [87][3080/3757] lr: 5.349e-03 eta: 1 day, 1:33:42 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 8.4311 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9776 loss: 2.9776 2022/06/26 12:33:38 - mmengine - INFO - Epoch(train) [87][3100/3757] lr: 5.349e-03 eta: 1 day, 1:33:37 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 7.6567 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.3403 loss: 2.3403 2022/06/26 12:33:44 - mmengine - INFO - Epoch(train) [87][3120/3757] lr: 5.349e-03 eta: 1 day, 1:33:31 time: 0.270 data_time: 0.003 memory: 5036 grad_norm: 7.3327 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.4241 loss: 2.4241 2022/06/26 12:33:49 - mmengine - INFO - Epoch(train) [87][3140/3757] lr: 5.349e-03 eta: 1 day, 1:33:26 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 5.8693 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2339 loss: 2.2339 2022/06/26 12:33:54 - mmengine - INFO - Epoch(train) [87][3160/3757] lr: 5.349e-03 eta: 1 day, 1:33:20 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 6.5607 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3875 loss: 2.3875 2022/06/26 12:33:59 - mmengine - INFO - Epoch(train) [87][3180/3757] lr: 5.349e-03 eta: 1 day, 1:33:15 time: 0.260 data_time: 0.009 memory: 5036 grad_norm: 6.6459 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.6700 loss: 2.6700 2022/06/26 12:34:04 - mmengine - INFO - Epoch(train) [87][3200/3757] lr: 5.349e-03 eta: 1 day, 1:33:10 time: 0.265 data_time: 0.006 memory: 5036 grad_norm: 7.3466 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5718 loss: 2.5718 2022/06/26 12:34:10 - mmengine - INFO - Epoch(train) [87][3220/3757] lr: 5.349e-03 eta: 1 day, 1:33:04 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 6.4190 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.2278 loss: 2.2278 2022/06/26 12:34:15 - mmengine - INFO - Epoch(train) [87][3240/3757] lr: 5.349e-03 eta: 1 day, 1:32:59 time: 0.267 data_time: 0.021 memory: 5036 grad_norm: 6.9988 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.9038 loss: 2.9038 2022/06/26 12:34:20 - mmengine - INFO - Epoch(train) [87][3260/3757] lr: 5.349e-03 eta: 1 day, 1:32:54 time: 0.250 data_time: 0.009 memory: 5036 grad_norm: 6.4585 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.1576 loss: 2.1576 2022/06/26 12:34:25 - mmengine - INFO - Epoch(train) [87][3280/3757] lr: 5.349e-03 eta: 1 day, 1:32:48 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 7.7417 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5387 loss: 2.5387 2022/06/26 12:34:30 - mmengine - INFO - Epoch(train) [87][3300/3757] lr: 5.349e-03 eta: 1 day, 1:32:43 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 6.8601 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6347 loss: 2.6347 2022/06/26 12:34:36 - mmengine - INFO - Epoch(train) [87][3320/3757] lr: 5.349e-03 eta: 1 day, 1:32:38 time: 0.255 data_time: 0.013 memory: 5036 grad_norm: 7.3059 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0324 loss: 2.0324 2022/06/26 12:34:41 - mmengine - INFO - Epoch(train) [87][3340/3757] lr: 5.349e-03 eta: 1 day, 1:32:32 time: 0.258 data_time: 0.012 memory: 5036 grad_norm: 6.7854 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.5893 loss: 2.5893 2022/06/26 12:34:46 - mmengine - INFO - Epoch(train) [87][3360/3757] lr: 5.349e-03 eta: 1 day, 1:32:27 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 7.6536 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5474 loss: 2.5474 2022/06/26 12:34:51 - mmengine - INFO - Epoch(train) [87][3380/3757] lr: 5.349e-03 eta: 1 day, 1:32:22 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 6.8685 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.5670 loss: 2.5670 2022/06/26 12:34:56 - mmengine - INFO - Epoch(train) [87][3400/3757] lr: 5.349e-03 eta: 1 day, 1:32:16 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 7.7203 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.5746 loss: 2.5746 2022/06/26 12:35:02 - mmengine - INFO - Epoch(train) [87][3420/3757] lr: 5.349e-03 eta: 1 day, 1:32:11 time: 0.261 data_time: 0.015 memory: 5036 grad_norm: 7.2373 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.3137 loss: 2.3137 2022/06/26 12:35:07 - mmengine - INFO - Epoch(train) [87][3440/3757] lr: 5.349e-03 eta: 1 day, 1:32:06 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 8.0226 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5608 loss: 2.5608 2022/06/26 12:35:12 - mmengine - INFO - Epoch(train) [87][3460/3757] lr: 5.349e-03 eta: 1 day, 1:32:01 time: 0.272 data_time: 0.003 memory: 5036 grad_norm: 8.5629 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 2.4339 loss: 2.4339 2022/06/26 12:35:17 - mmengine - INFO - Epoch(train) [87][3480/3757] lr: 5.349e-03 eta: 1 day, 1:31:55 time: 0.257 data_time: 0.010 memory: 5036 grad_norm: 8.0073 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.5129 loss: 2.5129 2022/06/26 12:35:23 - mmengine - INFO - Epoch(train) [87][3500/3757] lr: 5.349e-03 eta: 1 day, 1:31:50 time: 0.282 data_time: 0.006 memory: 5036 grad_norm: 7.8491 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2053 loss: 2.2053 2022/06/26 12:35:28 - mmengine - INFO - Epoch(train) [87][3520/3757] lr: 5.349e-03 eta: 1 day, 1:31:45 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 6.4192 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.4964 loss: 2.4964 2022/06/26 12:35:33 - mmengine - INFO - Epoch(train) [87][3540/3757] lr: 5.349e-03 eta: 1 day, 1:31:40 time: 0.268 data_time: 0.003 memory: 5036 grad_norm: 7.0238 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.3518 loss: 2.3518 2022/06/26 12:35:39 - mmengine - INFO - Epoch(train) [87][3560/3757] lr: 5.349e-03 eta: 1 day, 1:31:35 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 6.5744 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8735 loss: 2.8735 2022/06/26 12:35:44 - mmengine - INFO - Epoch(train) [87][3580/3757] lr: 5.349e-03 eta: 1 day, 1:31:29 time: 0.274 data_time: 0.013 memory: 5036 grad_norm: 7.0956 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.5682 loss: 2.5682 2022/06/26 12:35:49 - mmengine - INFO - Epoch(train) [87][3600/3757] lr: 5.349e-03 eta: 1 day, 1:31:24 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 7.1573 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0148 loss: 2.0148 2022/06/26 12:35:54 - mmengine - INFO - Epoch(train) [87][3620/3757] lr: 5.349e-03 eta: 1 day, 1:31:19 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 7.2657 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6393 loss: 2.6393 2022/06/26 12:36:00 - mmengine - INFO - Epoch(train) [87][3640/3757] lr: 5.349e-03 eta: 1 day, 1:31:13 time: 0.254 data_time: 0.010 memory: 5036 grad_norm: 6.4568 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.6656 loss: 2.6656 2022/06/26 12:36:05 - mmengine - INFO - Epoch(train) [87][3660/3757] lr: 5.349e-03 eta: 1 day, 1:31:08 time: 0.605 data_time: 0.009 memory: 5036 grad_norm: 8.4488 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.3396 loss: 2.3396 2022/06/26 12:36:10 - mmengine - INFO - Epoch(train) [87][3680/3757] lr: 5.349e-03 eta: 1 day, 1:31:03 time: 0.266 data_time: 0.015 memory: 5036 grad_norm: 6.3850 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6367 loss: 2.6367 2022/06/26 12:36:16 - mmengine - INFO - Epoch(train) [87][3700/3757] lr: 5.349e-03 eta: 1 day, 1:30:58 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 6.9819 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.4163 loss: 2.4163 2022/06/26 12:36:21 - mmengine - INFO - Epoch(train) [87][3720/3757] lr: 5.349e-03 eta: 1 day, 1:30:52 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 7.5338 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0615 loss: 2.0615 2022/06/26 12:36:26 - mmengine - INFO - Epoch(train) [87][3740/3757] lr: 5.349e-03 eta: 1 day, 1:30:47 time: 0.244 data_time: 0.008 memory: 5036 grad_norm: 7.4146 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3216 loss: 2.3216 2022/06/26 12:36:30 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 12:36:30 - mmengine - INFO - Saving checkpoint at 87 epochs 2022/06/26 12:36:44 - mmengine - INFO - Epoch(val) [87][20/310] eta: 0:01:48 time: 0.103 data_time: 0.002 memory: 5036 2022/06/26 12:36:49 - mmengine - INFO - Epoch(val) [87][40/310] eta: 0:01:32 time: 0.106 data_time: 0.005 memory: 1723 2022/06/26 12:36:53 - mmengine - INFO - Epoch(val) [87][60/310] eta: 0:00:26 time: 0.110 data_time: 0.008 memory: 1723 2022/06/26 12:36:58 - mmengine - INFO - Epoch(val) [87][80/310] eta: 0:00:24 time: 0.109 data_time: 0.001 memory: 1723 2022/06/26 12:37:04 - mmengine - INFO - Epoch(val) [87][100/310] eta: 0:01:09 time: 0.104 data_time: 0.002 memory: 1723 2022/06/26 12:37:09 - mmengine - INFO - Epoch(val) [87][120/310] eta: 0:01:10 time: 0.114 data_time: 0.012 memory: 1723 2022/06/26 12:37:14 - mmengine - INFO - Epoch(val) [87][140/310] eta: 0:00:25 time: 0.115 data_time: 0.008 memory: 1723 2022/06/26 12:37:18 - mmengine - INFO - Epoch(val) [87][160/310] eta: 0:00:16 time: 0.108 data_time: 0.001 memory: 1723 2022/06/26 12:37:25 - mmengine - INFO - Epoch(val) [87][180/310] eta: 0:00:36 time: 0.103 data_time: 0.002 memory: 1723 2022/06/26 12:37:30 - mmengine - INFO - Epoch(val) [87][200/310] eta: 0:00:38 time: 0.103 data_time: 0.002 memory: 1723 2022/06/26 12:37:35 - mmengine - INFO - Epoch(val) [87][220/310] eta: 0:00:16 time: 0.143 data_time: 0.033 memory: 1723 2022/06/26 12:37:39 - mmengine - INFO - Epoch(val) [87][240/310] eta: 0:00:07 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 12:37:46 - mmengine - INFO - Epoch(val) [87][260/310] eta: 0:00:17 time: 0.104 data_time: 0.002 memory: 1723 2022/06/26 12:37:50 - mmengine - INFO - Epoch(val) [87][280/310] eta: 0:00:09 time: 0.113 data_time: 0.002 memory: 1723 2022/06/26 12:37:52 - mmengine - INFO - Epoch(val) [87][300/310] eta: 0:00:01 time: 0.097 data_time: 0.001 memory: 1723 2022/06/26 12:37:55 - mmengine - INFO - Epoch(val) [87][310/310] acc/top1: 0.5195 acc/top5: 0.7639 acc/mean1: 0.5194 2022/06/26 12:38:04 - mmengine - INFO - Epoch(train) [88][20/3757] lr: 5.262e-03 eta: 1 day, 1:30:40 time: 0.266 data_time: 0.003 memory: 5036 grad_norm: 6.5404 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.7209 loss: 2.7209 2022/06/26 12:38:10 - mmengine - INFO - Epoch(train) [88][40/3757] lr: 5.262e-03 eta: 1 day, 1:30:35 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.9094 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1566 loss: 2.1566 2022/06/26 12:38:15 - mmengine - INFO - Epoch(train) [88][60/3757] lr: 5.262e-03 eta: 1 day, 1:30:30 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 7.1133 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4192 loss: 2.4192 2022/06/26 12:38:20 - mmengine - INFO - Epoch(train) [88][80/3757] lr: 5.262e-03 eta: 1 day, 1:30:25 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.6434 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.0609 loss: 2.0609 2022/06/26 12:38:26 - mmengine - INFO - Epoch(train) [88][100/3757] lr: 5.262e-03 eta: 1 day, 1:30:20 time: 0.259 data_time: 0.019 memory: 5036 grad_norm: 8.3818 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0644 loss: 2.0644 2022/06/26 12:38:31 - mmengine - INFO - Epoch(train) [88][120/3757] lr: 5.262e-03 eta: 1 day, 1:30:14 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 7.3188 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.4842 loss: 2.4842 2022/06/26 12:38:37 - mmengine - INFO - Epoch(train) [88][140/3757] lr: 5.262e-03 eta: 1 day, 1:30:09 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 7.7215 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3054 loss: 2.3054 2022/06/26 12:38:37 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 12:38:42 - mmengine - INFO - Epoch(train) [88][160/3757] lr: 5.262e-03 eta: 1 day, 1:30:04 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 7.8580 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3616 loss: 2.3616 2022/06/26 12:38:47 - mmengine - INFO - Epoch(train) [88][180/3757] lr: 5.262e-03 eta: 1 day, 1:29:59 time: 0.267 data_time: 0.009 memory: 5036 grad_norm: 8.0602 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.0433 loss: 2.0433 2022/06/26 12:38:52 - mmengine - INFO - Epoch(train) [88][200/3757] lr: 5.262e-03 eta: 1 day, 1:29:54 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 6.3909 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2199 loss: 2.2199 2022/06/26 12:38:58 - mmengine - INFO - Epoch(train) [88][220/3757] lr: 5.262e-03 eta: 1 day, 1:29:48 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 7.0480 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8933 loss: 1.8933 2022/06/26 12:39:03 - mmengine - INFO - Epoch(train) [88][240/3757] lr: 5.262e-03 eta: 1 day, 1:29:43 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 6.8120 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5119 loss: 2.5119 2022/06/26 12:39:08 - mmengine - INFO - Epoch(train) [88][260/3757] lr: 5.262e-03 eta: 1 day, 1:29:38 time: 0.266 data_time: 0.017 memory: 5036 grad_norm: 8.2280 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3615 loss: 2.3615 2022/06/26 12:39:13 - mmengine - INFO - Epoch(train) [88][280/3757] lr: 5.262e-03 eta: 1 day, 1:29:32 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 7.0398 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7781 loss: 2.7781 2022/06/26 12:39:19 - mmengine - INFO - Epoch(train) [88][300/3757] lr: 5.262e-03 eta: 1 day, 1:29:27 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.4352 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.3541 loss: 2.3541 2022/06/26 12:39:24 - mmengine - INFO - Epoch(train) [88][320/3757] lr: 5.262e-03 eta: 1 day, 1:29:22 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 7.9469 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.2967 loss: 2.2967 2022/06/26 12:39:29 - mmengine - INFO - Epoch(train) [88][340/3757] lr: 5.262e-03 eta: 1 day, 1:29:17 time: 0.259 data_time: 0.020 memory: 5036 grad_norm: 8.1397 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.1725 loss: 2.1725 2022/06/26 12:39:35 - mmengine - INFO - Epoch(train) [88][360/3757] lr: 5.262e-03 eta: 1 day, 1:29:11 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 7.3683 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3431 loss: 2.3431 2022/06/26 12:39:40 - mmengine - INFO - Epoch(train) [88][380/3757] lr: 5.262e-03 eta: 1 day, 1:29:06 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 6.6317 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5656 loss: 2.5656 2022/06/26 12:39:45 - mmengine - INFO - Epoch(train) [88][400/3757] lr: 5.262e-03 eta: 1 day, 1:29:01 time: 0.272 data_time: 0.017 memory: 5036 grad_norm: 7.6300 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2549 loss: 2.2549 2022/06/26 12:39:50 - mmengine - INFO - Epoch(train) [88][420/3757] lr: 5.262e-03 eta: 1 day, 1:28:56 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 6.7492 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.2579 loss: 2.2579 2022/06/26 12:39:56 - mmengine - INFO - Epoch(train) [88][440/3757] lr: 5.262e-03 eta: 1 day, 1:28:50 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 7.3754 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9100 loss: 1.9100 2022/06/26 12:40:01 - mmengine - INFO - Epoch(train) [88][460/3757] lr: 5.262e-03 eta: 1 day, 1:28:45 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 7.0441 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2643 loss: 2.2643 2022/06/26 12:40:06 - mmengine - INFO - Epoch(train) [88][480/3757] lr: 5.262e-03 eta: 1 day, 1:28:40 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 6.9242 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2136 loss: 2.2136 2022/06/26 12:40:11 - mmengine - INFO - Epoch(train) [88][500/3757] lr: 5.262e-03 eta: 1 day, 1:28:34 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 7.5365 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.6201 loss: 2.6201 2022/06/26 12:40:16 - mmengine - INFO - Epoch(train) [88][520/3757] lr: 5.262e-03 eta: 1 day, 1:28:29 time: 0.266 data_time: 0.003 memory: 5036 grad_norm: 6.8152 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3101 loss: 2.3101 2022/06/26 12:40:22 - mmengine - INFO - Epoch(train) [88][540/3757] lr: 5.262e-03 eta: 1 day, 1:28:24 time: 0.265 data_time: 0.006 memory: 5036 grad_norm: 6.0017 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.2988 loss: 2.2988 2022/06/26 12:40:27 - mmengine - INFO - Epoch(train) [88][560/3757] lr: 5.262e-03 eta: 1 day, 1:28:18 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 8.0766 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.2074 loss: 2.2074 2022/06/26 12:40:32 - mmengine - INFO - Epoch(train) [88][580/3757] lr: 5.262e-03 eta: 1 day, 1:28:13 time: 0.264 data_time: 0.015 memory: 5036 grad_norm: 6.8591 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3519 loss: 2.3519 2022/06/26 12:40:38 - mmengine - INFO - Epoch(train) [88][600/3757] lr: 5.262e-03 eta: 1 day, 1:28:08 time: 0.261 data_time: 0.020 memory: 5036 grad_norm: 6.7392 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.3068 loss: 2.3068 2022/06/26 12:40:43 - mmengine - INFO - Epoch(train) [88][620/3757] lr: 5.262e-03 eta: 1 day, 1:28:03 time: 0.256 data_time: 0.008 memory: 5036 grad_norm: 7.1880 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.4741 loss: 2.4741 2022/06/26 12:40:48 - mmengine - INFO - Epoch(train) [88][640/3757] lr: 5.262e-03 eta: 1 day, 1:27:58 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 8.6655 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.6274 loss: 2.6274 2022/06/26 12:40:54 - mmengine - INFO - Epoch(train) [88][660/3757] lr: 5.262e-03 eta: 1 day, 1:27:52 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 6.8113 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.3774 loss: 2.3774 2022/06/26 12:40:59 - mmengine - INFO - Epoch(train) [88][680/3757] lr: 5.262e-03 eta: 1 day, 1:27:47 time: 0.258 data_time: 0.008 memory: 5036 grad_norm: 6.0747 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.3833 loss: 2.3833 2022/06/26 12:41:04 - mmengine - INFO - Epoch(train) [88][700/3757] lr: 5.262e-03 eta: 1 day, 1:27:42 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 7.2049 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5182 loss: 2.5182 2022/06/26 12:41:09 - mmengine - INFO - Epoch(train) [88][720/3757] lr: 5.262e-03 eta: 1 day, 1:27:36 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 8.2202 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.9334 loss: 2.9334 2022/06/26 12:41:15 - mmengine - INFO - Epoch(train) [88][740/3757] lr: 5.262e-03 eta: 1 day, 1:27:31 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 8.1832 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4558 loss: 2.4558 2022/06/26 12:41:20 - mmengine - INFO - Epoch(train) [88][760/3757] lr: 5.262e-03 eta: 1 day, 1:27:26 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 7.0954 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.6040 loss: 2.6040 2022/06/26 12:41:25 - mmengine - INFO - Epoch(train) [88][780/3757] lr: 5.262e-03 eta: 1 day, 1:27:21 time: 0.327 data_time: 0.003 memory: 5036 grad_norm: 8.2974 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.3748 loss: 2.3748 2022/06/26 12:41:30 - mmengine - INFO - Epoch(train) [88][800/3757] lr: 5.262e-03 eta: 1 day, 1:27:15 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 6.9558 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1578 loss: 2.1578 2022/06/26 12:41:36 - mmengine - INFO - Epoch(train) [88][820/3757] lr: 5.262e-03 eta: 1 day, 1:27:10 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 6.4835 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5343 loss: 2.5343 2022/06/26 12:41:41 - mmengine - INFO - Epoch(train) [88][840/3757] lr: 5.262e-03 eta: 1 day, 1:27:05 time: 0.262 data_time: 0.011 memory: 5036 grad_norm: 7.8524 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.1937 loss: 2.1937 2022/06/26 12:41:46 - mmengine - INFO - Epoch(train) [88][860/3757] lr: 5.262e-03 eta: 1 day, 1:27:00 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 6.4583 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.6941 loss: 2.6941 2022/06/26 12:41:51 - mmengine - INFO - Epoch(train) [88][880/3757] lr: 5.262e-03 eta: 1 day, 1:26:54 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 6.5533 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2481 loss: 2.2481 2022/06/26 12:41:57 - mmengine - INFO - Epoch(train) [88][900/3757] lr: 5.262e-03 eta: 1 day, 1:26:49 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 6.3887 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9149 loss: 1.9149 2022/06/26 12:42:02 - mmengine - INFO - Epoch(train) [88][920/3757] lr: 5.262e-03 eta: 1 day, 1:26:44 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 7.4076 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5491 loss: 2.5491 2022/06/26 12:42:07 - mmengine - INFO - Epoch(train) [88][940/3757] lr: 5.262e-03 eta: 1 day, 1:26:38 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 7.1281 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.3889 loss: 2.3889 2022/06/26 12:42:12 - mmengine - INFO - Epoch(train) [88][960/3757] lr: 5.262e-03 eta: 1 day, 1:26:33 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 7.7033 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.8790 loss: 2.8790 2022/06/26 12:42:17 - mmengine - INFO - Epoch(train) [88][980/3757] lr: 5.262e-03 eta: 1 day, 1:26:28 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 6.0500 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.3724 loss: 2.3724 2022/06/26 12:42:23 - mmengine - INFO - Epoch(train) [88][1000/3757] lr: 5.262e-03 eta: 1 day, 1:26:22 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.9611 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.1566 loss: 2.1566 2022/06/26 12:42:28 - mmengine - INFO - Epoch(train) [88][1020/3757] lr: 5.262e-03 eta: 1 day, 1:26:17 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 6.5624 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5511 loss: 2.5511 2022/06/26 12:42:33 - mmengine - INFO - Epoch(train) [88][1040/3757] lr: 5.262e-03 eta: 1 day, 1:26:12 time: 0.261 data_time: 0.016 memory: 5036 grad_norm: 7.1896 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7174 loss: 2.7174 2022/06/26 12:42:38 - mmengine - INFO - Epoch(train) [88][1060/3757] lr: 5.262e-03 eta: 1 day, 1:26:06 time: 0.252 data_time: 0.004 memory: 5036 grad_norm: 7.0679 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.3520 loss: 2.3520 2022/06/26 12:42:43 - mmengine - INFO - Epoch(train) [88][1080/3757] lr: 5.262e-03 eta: 1 day, 1:26:01 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 6.4798 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.4056 loss: 2.4056 2022/06/26 12:42:49 - mmengine - INFO - Epoch(train) [88][1100/3757] lr: 5.262e-03 eta: 1 day, 1:25:56 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 6.4348 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4166 loss: 2.4166 2022/06/26 12:42:54 - mmengine - INFO - Epoch(train) [88][1120/3757] lr: 5.262e-03 eta: 1 day, 1:25:50 time: 0.257 data_time: 0.010 memory: 5036 grad_norm: 7.6302 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.5537 loss: 2.5537 2022/06/26 12:42:59 - mmengine - INFO - Epoch(train) [88][1140/3757] lr: 5.262e-03 eta: 1 day, 1:25:45 time: 0.277 data_time: 0.003 memory: 5036 grad_norm: 6.0434 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.2768 loss: 2.2768 2022/06/26 12:42:59 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 12:43:04 - mmengine - INFO - Epoch(train) [88][1160/3757] lr: 5.262e-03 eta: 1 day, 1:25:40 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 7.1068 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.1921 loss: 2.1921 2022/06/26 12:43:10 - mmengine - INFO - Epoch(train) [88][1180/3757] lr: 5.262e-03 eta: 1 day, 1:25:35 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 6.3926 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6145 loss: 2.6145 2022/06/26 12:43:15 - mmengine - INFO - Epoch(train) [88][1200/3757] lr: 5.262e-03 eta: 1 day, 1:25:29 time: 0.257 data_time: 0.015 memory: 5036 grad_norm: 7.6123 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1261 loss: 2.1261 2022/06/26 12:43:20 - mmengine - INFO - Epoch(train) [88][1220/3757] lr: 5.262e-03 eta: 1 day, 1:25:24 time: 0.270 data_time: 0.003 memory: 5036 grad_norm: 6.9747 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.4943 loss: 2.4943 2022/06/26 12:43:26 - mmengine - INFO - Epoch(train) [88][1240/3757] lr: 5.262e-03 eta: 1 day, 1:25:19 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 7.5566 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6254 loss: 2.6254 2022/06/26 12:43:31 - mmengine - INFO - Epoch(train) [88][1260/3757] lr: 5.262e-03 eta: 1 day, 1:25:14 time: 0.268 data_time: 0.006 memory: 5036 grad_norm: 6.9405 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.7160 loss: 2.7160 2022/06/26 12:43:36 - mmengine - INFO - Epoch(train) [88][1280/3757] lr: 5.262e-03 eta: 1 day, 1:25:08 time: 0.258 data_time: 0.015 memory: 5036 grad_norm: 6.4381 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.7731 loss: 2.7731 2022/06/26 12:43:42 - mmengine - INFO - Epoch(train) [88][1300/3757] lr: 5.262e-03 eta: 1 day, 1:25:03 time: 0.265 data_time: 0.008 memory: 5036 grad_norm: 6.6350 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7312 loss: 2.7312 2022/06/26 12:43:47 - mmengine - INFO - Epoch(train) [88][1320/3757] lr: 5.262e-03 eta: 1 day, 1:24:58 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 7.6084 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2195 loss: 2.2195 2022/06/26 12:43:52 - mmengine - INFO - Epoch(train) [88][1340/3757] lr: 5.262e-03 eta: 1 day, 1:24:53 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 6.7665 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9302 loss: 1.9302 2022/06/26 12:43:57 - mmengine - INFO - Epoch(train) [88][1360/3757] lr: 5.262e-03 eta: 1 day, 1:24:48 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 6.8830 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.2641 loss: 2.2641 2022/06/26 12:44:03 - mmengine - INFO - Epoch(train) [88][1380/3757] lr: 5.262e-03 eta: 1 day, 1:24:42 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 7.6658 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0486 loss: 2.0486 2022/06/26 12:44:08 - mmengine - INFO - Epoch(train) [88][1400/3757] lr: 5.262e-03 eta: 1 day, 1:24:37 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 7.2216 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.2259 loss: 2.2259 2022/06/26 12:44:13 - mmengine - INFO - Epoch(train) [88][1420/3757] lr: 5.262e-03 eta: 1 day, 1:24:31 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 7.2950 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9071 loss: 2.9071 2022/06/26 12:44:18 - mmengine - INFO - Epoch(train) [88][1440/3757] lr: 5.262e-03 eta: 1 day, 1:24:26 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 6.7085 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.2623 loss: 2.2623 2022/06/26 12:44:23 - mmengine - INFO - Epoch(train) [88][1460/3757] lr: 5.262e-03 eta: 1 day, 1:24:21 time: 0.247 data_time: 0.007 memory: 5036 grad_norm: 6.1285 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5552 loss: 2.5552 2022/06/26 12:44:29 - mmengine - INFO - Epoch(train) [88][1480/3757] lr: 5.262e-03 eta: 1 day, 1:24:16 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 8.0391 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.1759 loss: 2.1759 2022/06/26 12:44:34 - mmengine - INFO - Epoch(train) [88][1500/3757] lr: 5.262e-03 eta: 1 day, 1:24:10 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 7.2174 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1456 loss: 2.1456 2022/06/26 12:44:39 - mmengine - INFO - Epoch(train) [88][1520/3757] lr: 5.262e-03 eta: 1 day, 1:24:05 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 6.8510 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2216 loss: 2.2216 2022/06/26 12:44:44 - mmengine - INFO - Epoch(train) [88][1540/3757] lr: 5.262e-03 eta: 1 day, 1:23:59 time: 0.251 data_time: 0.012 memory: 5036 grad_norm: 6.4436 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1207 loss: 2.1207 2022/06/26 12:44:50 - mmengine - INFO - Epoch(train) [88][1560/3757] lr: 5.262e-03 eta: 1 day, 1:23:54 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 7.5274 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1785 loss: 2.1785 2022/06/26 12:44:55 - mmengine - INFO - Epoch(train) [88][1580/3757] lr: 5.262e-03 eta: 1 day, 1:23:49 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 7.7478 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7032 loss: 2.7032 2022/06/26 12:45:00 - mmengine - INFO - Epoch(train) [88][1600/3757] lr: 5.262e-03 eta: 1 day, 1:23:44 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 8.3664 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4161 loss: 2.4161 2022/06/26 12:45:05 - mmengine - INFO - Epoch(train) [88][1620/3757] lr: 5.262e-03 eta: 1 day, 1:23:38 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 7.6540 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5574 loss: 2.5574 2022/06/26 12:45:11 - mmengine - INFO - Epoch(train) [88][1640/3757] lr: 5.262e-03 eta: 1 day, 1:23:33 time: 0.247 data_time: 0.004 memory: 5036 grad_norm: 7.1047 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5201 loss: 2.5201 2022/06/26 12:45:16 - mmengine - INFO - Epoch(train) [88][1660/3757] lr: 5.262e-03 eta: 1 day, 1:23:28 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 7.8499 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.5274 loss: 2.5274 2022/06/26 12:45:21 - mmengine - INFO - Epoch(train) [88][1680/3757] lr: 5.262e-03 eta: 1 day, 1:23:23 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 6.3354 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4542 loss: 2.4542 2022/06/26 12:45:27 - mmengine - INFO - Epoch(train) [88][1700/3757] lr: 5.262e-03 eta: 1 day, 1:23:18 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 7.1791 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6139 loss: 2.6139 2022/06/26 12:45:32 - mmengine - INFO - Epoch(train) [88][1720/3757] lr: 5.262e-03 eta: 1 day, 1:23:12 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 9.0803 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5562 loss: 2.5562 2022/06/26 12:45:37 - mmengine - INFO - Epoch(train) [88][1740/3757] lr: 5.262e-03 eta: 1 day, 1:23:07 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 8.2098 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.6570 loss: 2.6570 2022/06/26 12:45:42 - mmengine - INFO - Epoch(train) [88][1760/3757] lr: 5.262e-03 eta: 1 day, 1:23:02 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 6.8490 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.5211 loss: 2.5211 2022/06/26 12:45:47 - mmengine - INFO - Epoch(train) [88][1780/3757] lr: 5.262e-03 eta: 1 day, 1:22:56 time: 0.253 data_time: 0.008 memory: 5036 grad_norm: 6.9267 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.5113 loss: 2.5113 2022/06/26 12:45:53 - mmengine - INFO - Epoch(train) [88][1800/3757] lr: 5.262e-03 eta: 1 day, 1:22:51 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 6.4240 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.3777 loss: 2.3777 2022/06/26 12:45:58 - mmengine - INFO - Epoch(train) [88][1820/3757] lr: 5.262e-03 eta: 1 day, 1:22:46 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 7.3798 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.6223 loss: 2.6223 2022/06/26 12:46:03 - mmengine - INFO - Epoch(train) [88][1840/3757] lr: 5.262e-03 eta: 1 day, 1:22:40 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 6.1042 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0569 loss: 2.0569 2022/06/26 12:46:09 - mmengine - INFO - Epoch(train) [88][1860/3757] lr: 5.262e-03 eta: 1 day, 1:22:35 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 6.9355 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8281 loss: 1.8281 2022/06/26 12:46:14 - mmengine - INFO - Epoch(train) [88][1880/3757] lr: 5.262e-03 eta: 1 day, 1:22:30 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 6.5405 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1587 loss: 2.1587 2022/06/26 12:46:19 - mmengine - INFO - Epoch(train) [88][1900/3757] lr: 5.262e-03 eta: 1 day, 1:22:25 time: 0.250 data_time: 0.009 memory: 5036 grad_norm: 7.6079 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2235 loss: 2.2235 2022/06/26 12:46:24 - mmengine - INFO - Epoch(train) [88][1920/3757] lr: 5.262e-03 eta: 1 day, 1:22:19 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 7.1273 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.5663 loss: 2.5663 2022/06/26 12:46:30 - mmengine - INFO - Epoch(train) [88][1940/3757] lr: 5.262e-03 eta: 1 day, 1:22:14 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 7.0420 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2579 loss: 2.2579 2022/06/26 12:46:35 - mmengine - INFO - Epoch(train) [88][1960/3757] lr: 5.262e-03 eta: 1 day, 1:22:09 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 8.2055 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5441 loss: 2.5441 2022/06/26 12:46:40 - mmengine - INFO - Epoch(train) [88][1980/3757] lr: 5.262e-03 eta: 1 day, 1:22:04 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 7.6526 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3815 loss: 2.3815 2022/06/26 12:46:45 - mmengine - INFO - Epoch(train) [88][2000/3757] lr: 5.262e-03 eta: 1 day, 1:21:58 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 6.9223 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.5469 loss: 2.5469 2022/06/26 12:46:51 - mmengine - INFO - Epoch(train) [88][2020/3757] lr: 5.262e-03 eta: 1 day, 1:21:53 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 6.2214 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.4727 loss: 2.4727 2022/06/26 12:46:56 - mmengine - INFO - Epoch(train) [88][2040/3757] lr: 5.262e-03 eta: 1 day, 1:21:48 time: 0.270 data_time: 0.018 memory: 5036 grad_norm: 7.2291 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.3033 loss: 2.3033 2022/06/26 12:47:01 - mmengine - INFO - Epoch(train) [88][2060/3757] lr: 5.262e-03 eta: 1 day, 1:21:42 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 5.8540 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2265 loss: 2.2265 2022/06/26 12:47:06 - mmengine - INFO - Epoch(train) [88][2080/3757] lr: 5.262e-03 eta: 1 day, 1:21:37 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 7.6645 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5258 loss: 2.5258 2022/06/26 12:47:11 - mmengine - INFO - Epoch(train) [88][2100/3757] lr: 5.262e-03 eta: 1 day, 1:21:32 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 7.1299 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0156 loss: 2.0156 2022/06/26 12:47:17 - mmengine - INFO - Epoch(train) [88][2120/3757] lr: 5.262e-03 eta: 1 day, 1:21:26 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 7.6250 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.2944 loss: 2.2944 2022/06/26 12:47:22 - mmengine - INFO - Epoch(train) [88][2140/3757] lr: 5.262e-03 eta: 1 day, 1:21:21 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 6.9544 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3684 loss: 2.3684 2022/06/26 12:47:22 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 12:47:27 - mmengine - INFO - Epoch(train) [88][2160/3757] lr: 5.262e-03 eta: 1 day, 1:21:16 time: 0.249 data_time: 0.009 memory: 5036 grad_norm: 5.4923 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.4627 loss: 2.4627 2022/06/26 12:47:32 - mmengine - INFO - Epoch(train) [88][2180/3757] lr: 5.262e-03 eta: 1 day, 1:21:11 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 6.7475 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9763 loss: 1.9763 2022/06/26 12:47:38 - mmengine - INFO - Epoch(train) [88][2200/3757] lr: 5.262e-03 eta: 1 day, 1:21:05 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 5.4971 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2167 loss: 2.2167 2022/06/26 12:47:43 - mmengine - INFO - Epoch(train) [88][2220/3757] lr: 5.262e-03 eta: 1 day, 1:21:00 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 5.6689 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.2319 loss: 2.2319 2022/06/26 12:47:48 - mmengine - INFO - Epoch(train) [88][2240/3757] lr: 5.262e-03 eta: 1 day, 1:20:55 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 8.3023 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2870 loss: 2.2870 2022/06/26 12:47:53 - mmengine - INFO - Epoch(train) [88][2260/3757] lr: 5.262e-03 eta: 1 day, 1:20:49 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 6.7591 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6074 loss: 2.6074 2022/06/26 12:47:58 - mmengine - INFO - Epoch(train) [88][2280/3757] lr: 5.262e-03 eta: 1 day, 1:20:44 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 6.0007 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1879 loss: 2.1879 2022/06/26 12:48:04 - mmengine - INFO - Epoch(train) [88][2300/3757] lr: 5.262e-03 eta: 1 day, 1:20:39 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 7.8832 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4610 loss: 2.4610 2022/06/26 12:48:09 - mmengine - INFO - Epoch(train) [88][2320/3757] lr: 5.262e-03 eta: 1 day, 1:20:34 time: 0.249 data_time: 0.010 memory: 5036 grad_norm: 7.3491 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.7366 loss: 2.7366 2022/06/26 12:48:14 - mmengine - INFO - Epoch(train) [88][2340/3757] lr: 5.262e-03 eta: 1 day, 1:20:28 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 6.8759 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0827 loss: 2.0827 2022/06/26 12:48:20 - mmengine - INFO - Epoch(train) [88][2360/3757] lr: 5.262e-03 eta: 1 day, 1:20:23 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 7.2681 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2852 loss: 2.2852 2022/06/26 12:48:25 - mmengine - INFO - Epoch(train) [88][2380/3757] lr: 5.262e-03 eta: 1 day, 1:20:18 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 7.3209 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.4968 loss: 2.4968 2022/06/26 12:48:30 - mmengine - INFO - Epoch(train) [88][2400/3757] lr: 5.262e-03 eta: 1 day, 1:20:13 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 7.9855 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3319 loss: 2.3319 2022/06/26 12:48:35 - mmengine - INFO - Epoch(train) [88][2420/3757] lr: 5.262e-03 eta: 1 day, 1:20:07 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 7.6888 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.5399 loss: 2.5399 2022/06/26 12:48:41 - mmengine - INFO - Epoch(train) [88][2440/3757] lr: 5.262e-03 eta: 1 day, 1:20:02 time: 0.257 data_time: 0.008 memory: 5036 grad_norm: 7.3256 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8716 loss: 2.8716 2022/06/26 12:48:46 - mmengine - INFO - Epoch(train) [88][2460/3757] lr: 5.262e-03 eta: 1 day, 1:19:57 time: 0.284 data_time: 0.037 memory: 5036 grad_norm: 8.1737 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.5320 loss: 2.5320 2022/06/26 12:48:51 - mmengine - INFO - Epoch(train) [88][2480/3757] lr: 5.262e-03 eta: 1 day, 1:19:51 time: 0.255 data_time: 0.011 memory: 5036 grad_norm: 6.8989 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.4129 loss: 2.4129 2022/06/26 12:48:56 - mmengine - INFO - Epoch(train) [88][2500/3757] lr: 5.262e-03 eta: 1 day, 1:19:46 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 7.0764 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.4054 loss: 2.4054 2022/06/26 12:49:01 - mmengine - INFO - Epoch(train) [88][2520/3757] lr: 5.262e-03 eta: 1 day, 1:19:41 time: 0.254 data_time: 0.008 memory: 5036 grad_norm: 6.8159 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 2.9774 loss: 2.9774 2022/06/26 12:49:07 - mmengine - INFO - Epoch(train) [88][2540/3757] lr: 5.262e-03 eta: 1 day, 1:19:35 time: 0.247 data_time: 0.006 memory: 5036 grad_norm: 6.3659 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.3353 loss: 2.3353 2022/06/26 12:49:12 - mmengine - INFO - Epoch(train) [88][2560/3757] lr: 5.262e-03 eta: 1 day, 1:19:30 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 7.3760 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.3728 loss: 2.3728 2022/06/26 12:49:17 - mmengine - INFO - Epoch(train) [88][2580/3757] lr: 5.262e-03 eta: 1 day, 1:19:25 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 7.0511 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.3003 loss: 2.3003 2022/06/26 12:49:22 - mmengine - INFO - Epoch(train) [88][2600/3757] lr: 5.262e-03 eta: 1 day, 1:19:19 time: 0.250 data_time: 0.009 memory: 5036 grad_norm: 6.8512 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2567 loss: 2.2567 2022/06/26 12:49:27 - mmengine - INFO - Epoch(train) [88][2620/3757] lr: 5.262e-03 eta: 1 day, 1:19:14 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 7.0650 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.5524 loss: 2.5524 2022/06/26 12:49:33 - mmengine - INFO - Epoch(train) [88][2640/3757] lr: 5.262e-03 eta: 1 day, 1:19:09 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 6.7542 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5689 loss: 2.5689 2022/06/26 12:49:38 - mmengine - INFO - Epoch(train) [88][2660/3757] lr: 5.262e-03 eta: 1 day, 1:19:03 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 7.2164 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.7401 loss: 2.7401 2022/06/26 12:49:43 - mmengine - INFO - Epoch(train) [88][2680/3757] lr: 5.262e-03 eta: 1 day, 1:18:58 time: 0.257 data_time: 0.013 memory: 5036 grad_norm: 7.2951 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.7723 loss: 2.7723 2022/06/26 12:49:48 - mmengine - INFO - Epoch(train) [88][2700/3757] lr: 5.262e-03 eta: 1 day, 1:18:52 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 7.0586 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2871 loss: 2.2871 2022/06/26 12:49:53 - mmengine - INFO - Epoch(train) [88][2720/3757] lr: 5.262e-03 eta: 1 day, 1:18:47 time: 0.250 data_time: 0.007 memory: 5036 grad_norm: 5.9899 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7577 loss: 2.7577 2022/06/26 12:49:59 - mmengine - INFO - Epoch(train) [88][2740/3757] lr: 5.262e-03 eta: 1 day, 1:18:42 time: 0.260 data_time: 0.012 memory: 5036 grad_norm: 7.6556 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8501 loss: 2.8501 2022/06/26 12:50:04 - mmengine - INFO - Epoch(train) [88][2760/3757] lr: 5.262e-03 eta: 1 day, 1:18:37 time: 0.255 data_time: 0.015 memory: 5036 grad_norm: 7.1237 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5110 loss: 2.5110 2022/06/26 12:50:09 - mmengine - INFO - Epoch(train) [88][2780/3757] lr: 5.262e-03 eta: 1 day, 1:18:31 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 6.5773 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.2973 loss: 2.2973 2022/06/26 12:50:14 - mmengine - INFO - Epoch(train) [88][2800/3757] lr: 5.262e-03 eta: 1 day, 1:18:26 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 8.3101 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3993 loss: 2.3993 2022/06/26 12:50:20 - mmengine - INFO - Epoch(train) [88][2820/3757] lr: 5.262e-03 eta: 1 day, 1:18:21 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 7.3428 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.3664 loss: 2.3664 2022/06/26 12:50:25 - mmengine - INFO - Epoch(train) [88][2840/3757] lr: 5.262e-03 eta: 1 day, 1:18:15 time: 0.260 data_time: 0.014 memory: 5036 grad_norm: 7.9333 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0228 loss: 2.0228 2022/06/26 12:50:30 - mmengine - INFO - Epoch(train) [88][2860/3757] lr: 5.262e-03 eta: 1 day, 1:18:10 time: 0.273 data_time: 0.003 memory: 5036 grad_norm: 7.2921 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6836 loss: 2.6836 2022/06/26 12:50:35 - mmengine - INFO - Epoch(train) [88][2880/3757] lr: 5.262e-03 eta: 1 day, 1:18:05 time: 0.259 data_time: 0.010 memory: 5036 grad_norm: 6.9729 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3074 loss: 2.3074 2022/06/26 12:50:41 - mmengine - INFO - Epoch(train) [88][2900/3757] lr: 5.262e-03 eta: 1 day, 1:18:00 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 6.1577 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.4444 loss: 2.4444 2022/06/26 12:50:46 - mmengine - INFO - Epoch(train) [88][2920/3757] lr: 5.262e-03 eta: 1 day, 1:17:54 time: 0.308 data_time: 0.017 memory: 5036 grad_norm: 7.4278 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0696 loss: 2.0696 2022/06/26 12:50:51 - mmengine - INFO - Epoch(train) [88][2940/3757] lr: 5.262e-03 eta: 1 day, 1:17:49 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 7.7166 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.5336 loss: 2.5336 2022/06/26 12:50:56 - mmengine - INFO - Epoch(train) [88][2960/3757] lr: 5.262e-03 eta: 1 day, 1:17:44 time: 0.259 data_time: 0.017 memory: 5036 grad_norm: 6.9026 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 2.2884 loss: 2.2884 2022/06/26 12:51:02 - mmengine - INFO - Epoch(train) [88][2980/3757] lr: 5.262e-03 eta: 1 day, 1:17:38 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 7.1200 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8171 loss: 2.8171 2022/06/26 12:51:07 - mmengine - INFO - Epoch(train) [88][3000/3757] lr: 5.262e-03 eta: 1 day, 1:17:33 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 6.7076 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6369 loss: 2.6369 2022/06/26 12:51:12 - mmengine - INFO - Epoch(train) [88][3020/3757] lr: 5.262e-03 eta: 1 day, 1:17:28 time: 0.271 data_time: 0.006 memory: 5036 grad_norm: 7.0350 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 2.6353 loss: 2.6353 2022/06/26 12:51:17 - mmengine - INFO - Epoch(train) [88][3040/3757] lr: 5.262e-03 eta: 1 day, 1:17:22 time: 0.259 data_time: 0.010 memory: 5036 grad_norm: 7.2853 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1425 loss: 2.1425 2022/06/26 12:51:22 - mmengine - INFO - Epoch(train) [88][3060/3757] lr: 5.262e-03 eta: 1 day, 1:17:17 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 6.7634 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7980 loss: 2.7980 2022/06/26 12:51:28 - mmengine - INFO - Epoch(train) [88][3080/3757] lr: 5.262e-03 eta: 1 day, 1:17:12 time: 0.265 data_time: 0.008 memory: 5036 grad_norm: 6.9468 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.6352 loss: 2.6352 2022/06/26 12:51:33 - mmengine - INFO - Epoch(train) [88][3100/3757] lr: 5.262e-03 eta: 1 day, 1:17:07 time: 0.259 data_time: 0.009 memory: 5036 grad_norm: 7.2467 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.3830 loss: 2.3830 2022/06/26 12:51:38 - mmengine - INFO - Epoch(train) [88][3120/3757] lr: 5.262e-03 eta: 1 day, 1:17:01 time: 0.252 data_time: 0.008 memory: 5036 grad_norm: 7.8665 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.2188 loss: 2.2188 2022/06/26 12:51:44 - mmengine - INFO - Epoch(train) [88][3140/3757] lr: 5.262e-03 eta: 1 day, 1:16:56 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 7.4456 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.6260 loss: 2.6260 2022/06/26 12:51:44 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 12:51:49 - mmengine - INFO - Epoch(train) [88][3160/3757] lr: 5.262e-03 eta: 1 day, 1:16:51 time: 0.259 data_time: 0.009 memory: 5036 grad_norm: 6.8898 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5893 loss: 2.5893 2022/06/26 12:51:54 - mmengine - INFO - Epoch(train) [88][3180/3757] lr: 5.262e-03 eta: 1 day, 1:16:45 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 7.0166 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.4751 loss: 2.4751 2022/06/26 12:51:59 - mmengine - INFO - Epoch(train) [88][3200/3757] lr: 5.262e-03 eta: 1 day, 1:16:40 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 7.4184 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.3731 loss: 2.3731 2022/06/26 12:52:04 - mmengine - INFO - Epoch(train) [88][3220/3757] lr: 5.262e-03 eta: 1 day, 1:16:35 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 6.6796 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1510 loss: 2.1510 2022/06/26 12:52:10 - mmengine - INFO - Epoch(train) [88][3240/3757] lr: 5.262e-03 eta: 1 day, 1:16:30 time: 0.264 data_time: 0.006 memory: 5036 grad_norm: 6.8982 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.3845 loss: 2.3845 2022/06/26 12:52:15 - mmengine - INFO - Epoch(train) [88][3260/3757] lr: 5.262e-03 eta: 1 day, 1:16:24 time: 0.254 data_time: 0.008 memory: 5036 grad_norm: 6.4680 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.0427 loss: 2.0427 2022/06/26 12:52:20 - mmengine - INFO - Epoch(train) [88][3280/3757] lr: 5.262e-03 eta: 1 day, 1:16:19 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 6.7438 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.7416 loss: 2.7416 2022/06/26 12:52:25 - mmengine - INFO - Epoch(train) [88][3300/3757] lr: 5.262e-03 eta: 1 day, 1:16:14 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 6.4143 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.5638 loss: 2.5638 2022/06/26 12:52:31 - mmengine - INFO - Epoch(train) [88][3320/3757] lr: 5.262e-03 eta: 1 day, 1:16:08 time: 0.261 data_time: 0.009 memory: 5036 grad_norm: 8.3546 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.8490 loss: 2.8490 2022/06/26 12:52:36 - mmengine - INFO - Epoch(train) [88][3340/3757] lr: 5.262e-03 eta: 1 day, 1:16:03 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 8.6720 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7716 loss: 1.7716 2022/06/26 12:52:41 - mmengine - INFO - Epoch(train) [88][3360/3757] lr: 5.262e-03 eta: 1 day, 1:15:58 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 7.1018 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.1472 loss: 2.1472 2022/06/26 12:52:47 - mmengine - INFO - Epoch(train) [88][3380/3757] lr: 5.262e-03 eta: 1 day, 1:15:53 time: 0.574 data_time: 0.006 memory: 5036 grad_norm: 7.1950 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 2.5728 loss: 2.5728 2022/06/26 12:52:52 - mmengine - INFO - Epoch(train) [88][3400/3757] lr: 5.262e-03 eta: 1 day, 1:15:47 time: 0.267 data_time: 0.007 memory: 5036 grad_norm: 8.4331 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.4972 loss: 2.4972 2022/06/26 12:52:57 - mmengine - INFO - Epoch(train) [88][3420/3757] lr: 5.262e-03 eta: 1 day, 1:15:42 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 6.6271 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.3927 loss: 2.3927 2022/06/26 12:53:02 - mmengine - INFO - Epoch(train) [88][3440/3757] lr: 5.262e-03 eta: 1 day, 1:15:37 time: 0.254 data_time: 0.011 memory: 5036 grad_norm: 8.0793 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6899 loss: 2.6899 2022/06/26 12:53:08 - mmengine - INFO - Epoch(train) [88][3460/3757] lr: 5.262e-03 eta: 1 day, 1:15:32 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 6.9890 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6770 loss: 2.6770 2022/06/26 12:53:13 - mmengine - INFO - Epoch(train) [88][3480/3757] lr: 5.262e-03 eta: 1 day, 1:15:26 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 7.2259 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9330 loss: 2.9330 2022/06/26 12:53:18 - mmengine - INFO - Epoch(train) [88][3500/3757] lr: 5.262e-03 eta: 1 day, 1:15:21 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 6.8810 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1142 loss: 2.1142 2022/06/26 12:53:23 - mmengine - INFO - Epoch(train) [88][3520/3757] lr: 5.262e-03 eta: 1 day, 1:15:16 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 6.5797 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.2333 loss: 2.2333 2022/06/26 12:53:29 - mmengine - INFO - Epoch(train) [88][3540/3757] lr: 5.262e-03 eta: 1 day, 1:15:11 time: 0.266 data_time: 0.013 memory: 5036 grad_norm: 5.9266 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0180 loss: 2.0180 2022/06/26 12:53:34 - mmengine - INFO - Epoch(train) [88][3560/3757] lr: 5.262e-03 eta: 1 day, 1:15:05 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 6.8209 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3798 loss: 2.3798 2022/06/26 12:53:39 - mmengine - INFO - Epoch(train) [88][3580/3757] lr: 5.262e-03 eta: 1 day, 1:15:00 time: 0.259 data_time: 0.008 memory: 5036 grad_norm: 6.9392 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.3113 loss: 2.3113 2022/06/26 12:53:44 - mmengine - INFO - Epoch(train) [88][3600/3757] lr: 5.262e-03 eta: 1 day, 1:14:54 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 7.7665 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.1576 loss: 2.1576 2022/06/26 12:53:49 - mmengine - INFO - Epoch(train) [88][3620/3757] lr: 5.262e-03 eta: 1 day, 1:14:49 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 6.9847 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.9328 loss: 1.9328 2022/06/26 12:53:54 - mmengine - INFO - Epoch(train) [88][3640/3757] lr: 5.262e-03 eta: 1 day, 1:14:44 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 6.8055 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0474 loss: 2.0474 2022/06/26 12:54:00 - mmengine - INFO - Epoch(train) [88][3660/3757] lr: 5.262e-03 eta: 1 day, 1:14:38 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 7.7192 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.6191 loss: 2.6191 2022/06/26 12:54:05 - mmengine - INFO - Epoch(train) [88][3680/3757] lr: 5.262e-03 eta: 1 day, 1:14:33 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 7.0221 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.5070 loss: 2.5070 2022/06/26 12:54:10 - mmengine - INFO - Epoch(train) [88][3700/3757] lr: 5.262e-03 eta: 1 day, 1:14:28 time: 0.251 data_time: 0.010 memory: 5036 grad_norm: 7.9379 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.4168 loss: 2.4168 2022/06/26 12:54:15 - mmengine - INFO - Epoch(train) [88][3720/3757] lr: 5.262e-03 eta: 1 day, 1:14:22 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 7.2321 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.9596 loss: 2.9596 2022/06/26 12:54:20 - mmengine - INFO - Epoch(train) [88][3740/3757] lr: 5.262e-03 eta: 1 day, 1:14:17 time: 0.242 data_time: 0.003 memory: 5036 grad_norm: 6.5846 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.4576 loss: 2.4576 2022/06/26 12:54:24 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 12:54:24 - mmengine - INFO - Saving checkpoint at 88 epochs 2022/06/26 12:54:38 - mmengine - INFO - Epoch(val) [88][20/310] eta: 0:01:48 time: 0.115 data_time: 0.008 memory: 5036 2022/06/26 12:54:42 - mmengine - INFO - Epoch(val) [88][40/310] eta: 0:01:27 time: 0.112 data_time: 0.005 memory: 1723 2022/06/26 12:54:46 - mmengine - INFO - Epoch(val) [88][60/310] eta: 0:00:26 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 12:54:51 - mmengine - INFO - Epoch(val) [88][80/310] eta: 0:00:24 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 12:54:58 - mmengine - INFO - Epoch(val) [88][100/310] eta: 0:01:09 time: 0.149 data_time: 0.047 memory: 1723 2022/06/26 12:55:03 - mmengine - INFO - Epoch(val) [88][120/310] eta: 0:01:12 time: 0.442 data_time: 0.340 memory: 1723 2022/06/26 12:55:07 - mmengine - INFO - Epoch(val) [88][140/310] eta: 0:00:18 time: 0.109 data_time: 0.002 memory: 1723 2022/06/26 12:55:12 - mmengine - INFO - Epoch(val) [88][160/310] eta: 0:00:15 time: 0.107 data_time: 0.005 memory: 1723 2022/06/26 12:55:19 - mmengine - INFO - Epoch(val) [88][180/310] eta: 0:00:46 time: 0.103 data_time: 0.002 memory: 1723 2022/06/26 12:55:24 - mmengine - INFO - Epoch(val) [88][200/310] eta: 0:00:39 time: 0.108 data_time: 0.007 memory: 1723 2022/06/26 12:55:29 - mmengine - INFO - Epoch(val) [88][220/310] eta: 0:00:09 time: 0.107 data_time: 0.001 memory: 1723 2022/06/26 12:55:33 - mmengine - INFO - Epoch(val) [88][240/310] eta: 0:00:07 time: 0.103 data_time: 0.002 memory: 1723 2022/06/26 12:55:40 - mmengine - INFO - Epoch(val) [88][260/310] eta: 0:00:18 time: 0.103 data_time: 0.002 memory: 1723 2022/06/26 12:55:44 - mmengine - INFO - Epoch(val) [88][280/310] eta: 0:00:09 time: 0.129 data_time: 0.014 memory: 1723 2022/06/26 12:55:47 - mmengine - INFO - Epoch(val) [88][300/310] eta: 0:00:01 time: 0.097 data_time: 0.001 memory: 1723 2022/06/26 12:55:49 - mmengine - INFO - Epoch(val) [88][310/310] acc/top1: 0.5225 acc/top5: 0.7680 acc/mean1: 0.5224 2022/06/26 12:55:59 - mmengine - INFO - Epoch(train) [89][20/3757] lr: 5.174e-03 eta: 1 day, 1:14:10 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 7.9083 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4227 loss: 2.4227 2022/06/26 12:56:04 - mmengine - INFO - Epoch(train) [89][40/3757] lr: 5.174e-03 eta: 1 day, 1:14:04 time: 0.251 data_time: 0.004 memory: 5036 grad_norm: 6.8852 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.5506 loss: 2.5506 2022/06/26 12:56:09 - mmengine - INFO - Epoch(train) [89][60/3757] lr: 5.174e-03 eta: 1 day, 1:14:00 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 7.9547 top1_acc: 0.2500 top5_acc: 1.0000 loss_cls: 2.0577 loss: 2.0577 2022/06/26 12:56:15 - mmengine - INFO - Epoch(train) [89][80/3757] lr: 5.174e-03 eta: 1 day, 1:13:54 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 6.3534 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.7987 loss: 1.7987 2022/06/26 12:56:20 - mmengine - INFO - Epoch(train) [89][100/3757] lr: 5.174e-03 eta: 1 day, 1:13:49 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 6.9370 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.5082 loss: 2.5082 2022/06/26 12:56:25 - mmengine - INFO - Epoch(train) [89][120/3757] lr: 5.174e-03 eta: 1 day, 1:13:44 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 7.4628 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6555 loss: 2.6555 2022/06/26 12:56:31 - mmengine - INFO - Epoch(train) [89][140/3757] lr: 5.174e-03 eta: 1 day, 1:13:39 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 7.5194 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.2730 loss: 2.2730 2022/06/26 12:56:36 - mmengine - INFO - Epoch(train) [89][160/3757] lr: 5.174e-03 eta: 1 day, 1:13:33 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 7.2579 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.1429 loss: 2.1429 2022/06/26 12:56:41 - mmengine - INFO - Epoch(train) [89][180/3757] lr: 5.174e-03 eta: 1 day, 1:13:28 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 8.3105 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5701 loss: 2.5701 2022/06/26 12:56:47 - mmengine - INFO - Epoch(train) [89][200/3757] lr: 5.174e-03 eta: 1 day, 1:13:23 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 6.4613 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3034 loss: 2.3034 2022/06/26 12:56:52 - mmengine - INFO - Epoch(train) [89][220/3757] lr: 5.174e-03 eta: 1 day, 1:13:18 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 7.0986 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4432 loss: 2.4432 2022/06/26 12:56:57 - mmengine - INFO - Epoch(train) [89][240/3757] lr: 5.174e-03 eta: 1 day, 1:13:12 time: 0.267 data_time: 0.003 memory: 5036 grad_norm: 6.7064 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5314 loss: 2.5314 2022/06/26 12:57:02 - mmengine - INFO - Epoch(train) [89][260/3757] lr: 5.174e-03 eta: 1 day, 1:13:07 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 6.9758 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.7090 loss: 2.7090 2022/06/26 12:57:07 - mmengine - INFO - Epoch(train) [89][280/3757] lr: 5.174e-03 eta: 1 day, 1:13:02 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 8.0508 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1985 loss: 2.1985 2022/06/26 12:57:13 - mmengine - INFO - Epoch(train) [89][300/3757] lr: 5.174e-03 eta: 1 day, 1:12:56 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 6.8168 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.9586 loss: 2.9586 2022/06/26 12:57:18 - mmengine - INFO - Epoch(train) [89][320/3757] lr: 5.174e-03 eta: 1 day, 1:12:51 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 6.6409 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4847 loss: 2.4847 2022/06/26 12:57:24 - mmengine - INFO - Epoch(train) [89][340/3757] lr: 5.174e-03 eta: 1 day, 1:12:46 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 6.6610 top1_acc: 0.1250 top5_acc: 0.8750 loss_cls: 2.3856 loss: 2.3856 2022/06/26 12:57:29 - mmengine - INFO - Epoch(train) [89][360/3757] lr: 5.174e-03 eta: 1 day, 1:12:41 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 9.3661 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2374 loss: 2.2374 2022/06/26 12:57:34 - mmengine - INFO - Epoch(train) [89][380/3757] lr: 5.174e-03 eta: 1 day, 1:12:36 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 6.5007 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7292 loss: 2.7292 2022/06/26 12:57:35 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 12:57:39 - mmengine - INFO - Epoch(train) [89][400/3757] lr: 5.174e-03 eta: 1 day, 1:12:30 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 7.2270 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3999 loss: 2.3999 2022/06/26 12:57:45 - mmengine - INFO - Epoch(train) [89][420/3757] lr: 5.174e-03 eta: 1 day, 1:12:25 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 7.9089 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1022 loss: 2.1022 2022/06/26 12:57:50 - mmengine - INFO - Epoch(train) [89][440/3757] lr: 5.174e-03 eta: 1 day, 1:12:20 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 7.1937 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.2055 loss: 2.2055 2022/06/26 12:57:55 - mmengine - INFO - Epoch(train) [89][460/3757] lr: 5.174e-03 eta: 1 day, 1:12:14 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 7.7440 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7053 loss: 2.7053 2022/06/26 12:58:00 - mmengine - INFO - Epoch(train) [89][480/3757] lr: 5.174e-03 eta: 1 day, 1:12:09 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 8.0350 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.2774 loss: 2.2774 2022/06/26 12:58:05 - mmengine - INFO - Epoch(train) [89][500/3757] lr: 5.174e-03 eta: 1 day, 1:12:04 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 8.0710 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.2167 loss: 2.2167 2022/06/26 12:58:11 - mmengine - INFO - Epoch(train) [89][520/3757] lr: 5.174e-03 eta: 1 day, 1:11:59 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 7.1534 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.9429 loss: 2.9429 2022/06/26 12:58:16 - mmengine - INFO - Epoch(train) [89][540/3757] lr: 5.174e-03 eta: 1 day, 1:11:53 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 7.1729 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.3896 loss: 2.3896 2022/06/26 12:58:21 - mmengine - INFO - Epoch(train) [89][560/3757] lr: 5.174e-03 eta: 1 day, 1:11:48 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 7.5969 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4620 loss: 2.4620 2022/06/26 12:58:26 - mmengine - INFO - Epoch(train) [89][580/3757] lr: 5.174e-03 eta: 1 day, 1:11:43 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 8.0612 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5907 loss: 2.5907 2022/06/26 12:58:32 - mmengine - INFO - Epoch(train) [89][600/3757] lr: 5.174e-03 eta: 1 day, 1:11:38 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 7.7320 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.7649 loss: 2.7649 2022/06/26 12:58:37 - mmengine - INFO - Epoch(train) [89][620/3757] lr: 5.174e-03 eta: 1 day, 1:11:32 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 7.4978 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.1030 loss: 2.1030 2022/06/26 12:58:42 - mmengine - INFO - Epoch(train) [89][640/3757] lr: 5.174e-03 eta: 1 day, 1:11:27 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 7.3488 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 2.6706 loss: 2.6706 2022/06/26 12:58:48 - mmengine - INFO - Epoch(train) [89][660/3757] lr: 5.174e-03 eta: 1 day, 1:11:22 time: 0.250 data_time: 0.004 memory: 5036 grad_norm: 6.0631 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.7281 loss: 2.7281 2022/06/26 12:58:53 - mmengine - INFO - Epoch(train) [89][680/3757] lr: 5.174e-03 eta: 1 day, 1:11:16 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 7.4406 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8087 loss: 2.8087 2022/06/26 12:58:58 - mmengine - INFO - Epoch(train) [89][700/3757] lr: 5.174e-03 eta: 1 day, 1:11:11 time: 0.264 data_time: 0.013 memory: 5036 grad_norm: 7.0963 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.1552 loss: 2.1552 2022/06/26 12:59:03 - mmengine - INFO - Epoch(train) [89][720/3757] lr: 5.174e-03 eta: 1 day, 1:11:06 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 7.5260 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2172 loss: 2.2172 2022/06/26 12:59:09 - mmengine - INFO - Epoch(train) [89][740/3757] lr: 5.174e-03 eta: 1 day, 1:11:01 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 6.6803 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.4020 loss: 2.4020 2022/06/26 12:59:14 - mmengine - INFO - Epoch(train) [89][760/3757] lr: 5.174e-03 eta: 1 day, 1:10:55 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 7.0870 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.4647 loss: 2.4647 2022/06/26 12:59:19 - mmengine - INFO - Epoch(train) [89][780/3757] lr: 5.174e-03 eta: 1 day, 1:10:50 time: 0.269 data_time: 0.006 memory: 5036 grad_norm: 6.2055 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2579 loss: 2.2579 2022/06/26 12:59:24 - mmengine - INFO - Epoch(train) [89][800/3757] lr: 5.174e-03 eta: 1 day, 1:10:45 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 6.9050 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.3115 loss: 2.3115 2022/06/26 12:59:29 - mmengine - INFO - Epoch(train) [89][820/3757] lr: 5.174e-03 eta: 1 day, 1:10:39 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 8.0109 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5566 loss: 2.5566 2022/06/26 12:59:35 - mmengine - INFO - Epoch(train) [89][840/3757] lr: 5.174e-03 eta: 1 day, 1:10:34 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 6.4638 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6867 loss: 2.6867 2022/06/26 12:59:40 - mmengine - INFO - Epoch(train) [89][860/3757] lr: 5.174e-03 eta: 1 day, 1:10:29 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 7.6332 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4669 loss: 2.4669 2022/06/26 12:59:45 - mmengine - INFO - Epoch(train) [89][880/3757] lr: 5.174e-03 eta: 1 day, 1:10:24 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 7.2225 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3845 loss: 2.3845 2022/06/26 12:59:51 - mmengine - INFO - Epoch(train) [89][900/3757] lr: 5.174e-03 eta: 1 day, 1:10:19 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 8.0901 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.3364 loss: 2.3364 2022/06/26 12:59:56 - mmengine - INFO - Epoch(train) [89][920/3757] lr: 5.174e-03 eta: 1 day, 1:10:13 time: 0.260 data_time: 0.009 memory: 5036 grad_norm: 6.8842 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.9786 loss: 1.9786 2022/06/26 13:00:01 - mmengine - INFO - Epoch(train) [89][940/3757] lr: 5.174e-03 eta: 1 day, 1:10:08 time: 0.250 data_time: 0.004 memory: 5036 grad_norm: 7.3336 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4340 loss: 2.4340 2022/06/26 13:00:07 - mmengine - INFO - Epoch(train) [89][960/3757] lr: 5.174e-03 eta: 1 day, 1:10:03 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 7.3017 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.5734 loss: 2.5734 2022/06/26 13:00:12 - mmengine - INFO - Epoch(train) [89][980/3757] lr: 5.174e-03 eta: 1 day, 1:09:57 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 6.8443 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2018 loss: 2.2018 2022/06/26 13:00:17 - mmengine - INFO - Epoch(train) [89][1000/3757] lr: 5.174e-03 eta: 1 day, 1:09:52 time: 0.276 data_time: 0.003 memory: 5036 grad_norm: 8.1826 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4005 loss: 2.4005 2022/06/26 13:00:22 - mmengine - INFO - Epoch(train) [89][1020/3757] lr: 5.174e-03 eta: 1 day, 1:09:47 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 7.3573 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.3713 loss: 2.3713 2022/06/26 13:00:27 - mmengine - INFO - Epoch(train) [89][1040/3757] lr: 5.174e-03 eta: 1 day, 1:09:41 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 6.8978 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7099 loss: 2.7099 2022/06/26 13:00:32 - mmengine - INFO - Epoch(train) [89][1060/3757] lr: 5.174e-03 eta: 1 day, 1:09:36 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 6.1550 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.2606 loss: 2.2606 2022/06/26 13:00:38 - mmengine - INFO - Epoch(train) [89][1080/3757] lr: 5.174e-03 eta: 1 day, 1:09:31 time: 0.262 data_time: 0.009 memory: 5036 grad_norm: 6.3853 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5469 loss: 2.5469 2022/06/26 13:00:43 - mmengine - INFO - Epoch(train) [89][1100/3757] lr: 5.174e-03 eta: 1 day, 1:09:25 time: 0.249 data_time: 0.005 memory: 5036 grad_norm: 7.3096 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3561 loss: 2.3561 2022/06/26 13:00:48 - mmengine - INFO - Epoch(train) [89][1120/3757] lr: 5.174e-03 eta: 1 day, 1:09:20 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 6.8249 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.4251 loss: 2.4251 2022/06/26 13:00:53 - mmengine - INFO - Epoch(train) [89][1140/3757] lr: 5.174e-03 eta: 1 day, 1:09:15 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 7.0257 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6036 loss: 2.6036 2022/06/26 13:00:59 - mmengine - INFO - Epoch(train) [89][1160/3757] lr: 5.174e-03 eta: 1 day, 1:09:09 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 6.6390 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.5532 loss: 2.5532 2022/06/26 13:01:04 - mmengine - INFO - Epoch(train) [89][1180/3757] lr: 5.174e-03 eta: 1 day, 1:09:04 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 7.4563 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7975 loss: 1.7975 2022/06/26 13:01:09 - mmengine - INFO - Epoch(train) [89][1200/3757] lr: 5.174e-03 eta: 1 day, 1:08:59 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 6.6701 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9861 loss: 2.9861 2022/06/26 13:01:14 - mmengine - INFO - Epoch(train) [89][1220/3757] lr: 5.174e-03 eta: 1 day, 1:08:53 time: 0.274 data_time: 0.006 memory: 5036 grad_norm: 6.4362 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.5393 loss: 2.5393 2022/06/26 13:01:20 - mmengine - INFO - Epoch(train) [89][1240/3757] lr: 5.174e-03 eta: 1 day, 1:08:49 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 7.3601 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6610 loss: 2.6610 2022/06/26 13:01:25 - mmengine - INFO - Epoch(train) [89][1260/3757] lr: 5.174e-03 eta: 1 day, 1:08:43 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 6.5591 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5341 loss: 2.5341 2022/06/26 13:01:30 - mmengine - INFO - Epoch(train) [89][1280/3757] lr: 5.174e-03 eta: 1 day, 1:08:38 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 7.1362 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.2218 loss: 2.2218 2022/06/26 13:01:36 - mmengine - INFO - Epoch(train) [89][1300/3757] lr: 5.174e-03 eta: 1 day, 1:08:33 time: 0.248 data_time: 0.007 memory: 5036 grad_norm: 7.1887 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3170 loss: 2.3170 2022/06/26 13:01:41 - mmengine - INFO - Epoch(train) [89][1320/3757] lr: 5.174e-03 eta: 1 day, 1:08:27 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 6.7614 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3403 loss: 2.3403 2022/06/26 13:01:46 - mmengine - INFO - Epoch(train) [89][1340/3757] lr: 5.174e-03 eta: 1 day, 1:08:22 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 8.2872 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4967 loss: 2.4967 2022/06/26 13:01:51 - mmengine - INFO - Epoch(train) [89][1360/3757] lr: 5.174e-03 eta: 1 day, 1:08:17 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 6.8989 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 2.0963 loss: 2.0963 2022/06/26 13:01:56 - mmengine - INFO - Epoch(train) [89][1380/3757] lr: 5.174e-03 eta: 1 day, 1:08:11 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 7.2036 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6024 loss: 2.6024 2022/06/26 13:01:57 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 13:02:02 - mmengine - INFO - Epoch(train) [89][1400/3757] lr: 5.174e-03 eta: 1 day, 1:08:06 time: 0.265 data_time: 0.007 memory: 5036 grad_norm: 6.7189 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.6626 loss: 2.6626 2022/06/26 13:02:07 - mmengine - INFO - Epoch(train) [89][1420/3757] lr: 5.174e-03 eta: 1 day, 1:08:01 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 7.4998 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1374 loss: 2.1374 2022/06/26 13:02:12 - mmengine - INFO - Epoch(train) [89][1440/3757] lr: 5.174e-03 eta: 1 day, 1:07:55 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 5.7398 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3926 loss: 2.3926 2022/06/26 13:02:17 - mmengine - INFO - Epoch(train) [89][1460/3757] lr: 5.174e-03 eta: 1 day, 1:07:50 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 7.4002 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.3895 loss: 2.3895 2022/06/26 13:02:22 - mmengine - INFO - Epoch(train) [89][1480/3757] lr: 5.174e-03 eta: 1 day, 1:07:45 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 6.8764 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.3263 loss: 2.3263 2022/06/26 13:02:28 - mmengine - INFO - Epoch(train) [89][1500/3757] lr: 5.174e-03 eta: 1 day, 1:07:39 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 6.5816 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2658 loss: 2.2658 2022/06/26 13:02:33 - mmengine - INFO - Epoch(train) [89][1520/3757] lr: 5.174e-03 eta: 1 day, 1:07:34 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 6.2952 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3781 loss: 2.3781 2022/06/26 13:02:38 - mmengine - INFO - Epoch(train) [89][1540/3757] lr: 5.174e-03 eta: 1 day, 1:07:29 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 5.7366 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0194 loss: 2.0194 2022/06/26 13:02:43 - mmengine - INFO - Epoch(train) [89][1560/3757] lr: 5.174e-03 eta: 1 day, 1:07:23 time: 0.252 data_time: 0.012 memory: 5036 grad_norm: 7.2998 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3324 loss: 2.3324 2022/06/26 13:02:48 - mmengine - INFO - Epoch(train) [89][1580/3757] lr: 5.174e-03 eta: 1 day, 1:07:18 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 6.6423 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4017 loss: 2.4017 2022/06/26 13:02:54 - mmengine - INFO - Epoch(train) [89][1600/3757] lr: 5.174e-03 eta: 1 day, 1:07:13 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 7.8368 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5239 loss: 2.5239 2022/06/26 13:02:59 - mmengine - INFO - Epoch(train) [89][1620/3757] lr: 5.174e-03 eta: 1 day, 1:07:08 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 6.4108 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3819 loss: 2.3819 2022/06/26 13:03:04 - mmengine - INFO - Epoch(train) [89][1640/3757] lr: 5.174e-03 eta: 1 day, 1:07:02 time: 0.265 data_time: 0.012 memory: 5036 grad_norm: 7.1485 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2702 loss: 2.2702 2022/06/26 13:03:10 - mmengine - INFO - Epoch(train) [89][1660/3757] lr: 5.174e-03 eta: 1 day, 1:06:57 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 7.4685 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4325 loss: 2.4325 2022/06/26 13:03:15 - mmengine - INFO - Epoch(train) [89][1680/3757] lr: 5.174e-03 eta: 1 day, 1:06:52 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 6.9481 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5002 loss: 2.5002 2022/06/26 13:03:20 - mmengine - INFO - Epoch(train) [89][1700/3757] lr: 5.174e-03 eta: 1 day, 1:06:47 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 7.4297 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5374 loss: 2.5374 2022/06/26 13:03:25 - mmengine - INFO - Epoch(train) [89][1720/3757] lr: 5.174e-03 eta: 1 day, 1:06:41 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 7.6136 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2367 loss: 2.2367 2022/06/26 13:03:31 - mmengine - INFO - Epoch(train) [89][1740/3757] lr: 5.174e-03 eta: 1 day, 1:06:36 time: 0.247 data_time: 0.006 memory: 5036 grad_norm: 6.9276 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2951 loss: 2.2951 2022/06/26 13:03:36 - mmengine - INFO - Epoch(train) [89][1760/3757] lr: 5.174e-03 eta: 1 day, 1:06:31 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 7.5256 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.2408 loss: 2.2408 2022/06/26 13:03:41 - mmengine - INFO - Epoch(train) [89][1780/3757] lr: 5.174e-03 eta: 1 day, 1:06:25 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 7.5872 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0061 loss: 2.0061 2022/06/26 13:03:46 - mmengine - INFO - Epoch(train) [89][1800/3757] lr: 5.174e-03 eta: 1 day, 1:06:20 time: 0.262 data_time: 0.019 memory: 5036 grad_norm: 7.9887 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 2.1191 loss: 2.1191 2022/06/26 13:03:52 - mmengine - INFO - Epoch(train) [89][1820/3757] lr: 5.174e-03 eta: 1 day, 1:06:15 time: 0.249 data_time: 0.009 memory: 5036 grad_norm: 6.2987 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.1241 loss: 2.1241 2022/06/26 13:03:57 - mmengine - INFO - Epoch(train) [89][1840/3757] lr: 5.174e-03 eta: 1 day, 1:06:10 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 7.1608 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.4457 loss: 2.4457 2022/06/26 13:04:02 - mmengine - INFO - Epoch(train) [89][1860/3757] lr: 5.174e-03 eta: 1 day, 1:06:04 time: 0.251 data_time: 0.010 memory: 5036 grad_norm: 7.5196 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.5412 loss: 2.5412 2022/06/26 13:04:08 - mmengine - INFO - Epoch(train) [89][1880/3757] lr: 5.174e-03 eta: 1 day, 1:05:59 time: 0.284 data_time: 0.004 memory: 5036 grad_norm: 7.1638 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.5764 loss: 2.5764 2022/06/26 13:04:13 - mmengine - INFO - Epoch(train) [89][1900/3757] lr: 5.174e-03 eta: 1 day, 1:05:54 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 8.4257 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5804 loss: 2.5804 2022/06/26 13:04:18 - mmengine - INFO - Epoch(train) [89][1920/3757] lr: 5.174e-03 eta: 1 day, 1:05:48 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 6.1784 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1237 loss: 2.1237 2022/06/26 13:04:23 - mmengine - INFO - Epoch(train) [89][1940/3757] lr: 5.174e-03 eta: 1 day, 1:05:43 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 6.9450 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.6094 loss: 2.6094 2022/06/26 13:04:28 - mmengine - INFO - Epoch(train) [89][1960/3757] lr: 5.174e-03 eta: 1 day, 1:05:38 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 6.4956 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.4204 loss: 2.4204 2022/06/26 13:04:33 - mmengine - INFO - Epoch(train) [89][1980/3757] lr: 5.174e-03 eta: 1 day, 1:05:32 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 6.1753 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1874 loss: 2.1874 2022/06/26 13:04:39 - mmengine - INFO - Epoch(train) [89][2000/3757] lr: 5.174e-03 eta: 1 day, 1:05:27 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 7.1218 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2430 loss: 2.2430 2022/06/26 13:04:44 - mmengine - INFO - Epoch(train) [89][2020/3757] lr: 5.174e-03 eta: 1 day, 1:05:22 time: 0.268 data_time: 0.003 memory: 5036 grad_norm: 6.5094 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.3749 loss: 2.3749 2022/06/26 13:04:49 - mmengine - INFO - Epoch(train) [89][2040/3757] lr: 5.174e-03 eta: 1 day, 1:05:16 time: 0.253 data_time: 0.011 memory: 5036 grad_norm: 6.2358 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.3552 loss: 2.3552 2022/06/26 13:04:54 - mmengine - INFO - Epoch(train) [89][2060/3757] lr: 5.174e-03 eta: 1 day, 1:05:11 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 6.4480 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.2096 loss: 2.2096 2022/06/26 13:04:59 - mmengine - INFO - Epoch(train) [89][2080/3757] lr: 5.174e-03 eta: 1 day, 1:05:06 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 6.8315 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.5985 loss: 2.5985 2022/06/26 13:05:05 - mmengine - INFO - Epoch(train) [89][2100/3757] lr: 5.174e-03 eta: 1 day, 1:05:00 time: 0.275 data_time: 0.006 memory: 5036 grad_norm: 7.4491 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.6551 loss: 2.6551 2022/06/26 13:05:10 - mmengine - INFO - Epoch(train) [89][2120/3757] lr: 5.174e-03 eta: 1 day, 1:04:55 time: 0.253 data_time: 0.011 memory: 5036 grad_norm: 7.7955 top1_acc: 0.1250 top5_acc: 0.8750 loss_cls: 2.6619 loss: 2.6619 2022/06/26 13:05:16 - mmengine - INFO - Epoch(train) [89][2140/3757] lr: 5.174e-03 eta: 1 day, 1:04:50 time: 0.251 data_time: 0.008 memory: 5036 grad_norm: 7.4037 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.1260 loss: 2.1260 2022/06/26 13:05:21 - mmengine - INFO - Epoch(train) [89][2160/3757] lr: 5.174e-03 eta: 1 day, 1:04:45 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 6.9045 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3127 loss: 2.3127 2022/06/26 13:05:26 - mmengine - INFO - Epoch(train) [89][2180/3757] lr: 5.174e-03 eta: 1 day, 1:04:40 time: 0.274 data_time: 0.003 memory: 5036 grad_norm: 7.1761 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4317 loss: 2.4317 2022/06/26 13:05:31 - mmengine - INFO - Epoch(train) [89][2200/3757] lr: 5.174e-03 eta: 1 day, 1:04:34 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 7.6683 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.8156 loss: 2.8156 2022/06/26 13:05:37 - mmengine - INFO - Epoch(train) [89][2220/3757] lr: 5.174e-03 eta: 1 day, 1:04:29 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 6.5536 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.2606 loss: 2.2606 2022/06/26 13:05:42 - mmengine - INFO - Epoch(train) [89][2240/3757] lr: 5.174e-03 eta: 1 day, 1:04:24 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 6.8414 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6620 loss: 2.6620 2022/06/26 13:05:47 - mmengine - INFO - Epoch(train) [89][2260/3757] lr: 5.174e-03 eta: 1 day, 1:04:18 time: 0.264 data_time: 0.009 memory: 5036 grad_norm: 7.9413 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2001 loss: 2.2001 2022/06/26 13:05:52 - mmengine - INFO - Epoch(train) [89][2280/3757] lr: 5.174e-03 eta: 1 day, 1:04:13 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 8.0625 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.3619 loss: 2.3619 2022/06/26 13:05:57 - mmengine - INFO - Epoch(train) [89][2300/3757] lr: 5.174e-03 eta: 1 day, 1:04:08 time: 0.259 data_time: 0.008 memory: 5036 grad_norm: 7.0628 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8072 loss: 2.8072 2022/06/26 13:06:03 - mmengine - INFO - Epoch(train) [89][2320/3757] lr: 5.174e-03 eta: 1 day, 1:04:02 time: 0.261 data_time: 0.011 memory: 5036 grad_norm: 6.8493 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2569 loss: 2.2569 2022/06/26 13:06:08 - mmengine - INFO - Epoch(train) [89][2340/3757] lr: 5.174e-03 eta: 1 day, 1:03:57 time: 0.263 data_time: 0.004 memory: 5036 grad_norm: 6.7628 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1127 loss: 2.1127 2022/06/26 13:06:13 - mmengine - INFO - Epoch(train) [89][2360/3757] lr: 5.174e-03 eta: 1 day, 1:03:52 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 7.3750 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4877 loss: 2.4877 2022/06/26 13:06:18 - mmengine - INFO - Epoch(train) [89][2380/3757] lr: 5.174e-03 eta: 1 day, 1:03:46 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 8.3480 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9448 loss: 1.9448 2022/06/26 13:06:19 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 13:06:23 - mmengine - INFO - Epoch(train) [89][2400/3757] lr: 5.174e-03 eta: 1 day, 1:03:41 time: 0.256 data_time: 0.010 memory: 5036 grad_norm: 7.7054 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2899 loss: 2.2899 2022/06/26 13:06:29 - mmengine - INFO - Epoch(train) [89][2420/3757] lr: 5.174e-03 eta: 1 day, 1:03:36 time: 0.266 data_time: 0.006 memory: 5036 grad_norm: 6.5031 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9375 loss: 1.9375 2022/06/26 13:06:34 - mmengine - INFO - Epoch(train) [89][2440/3757] lr: 5.174e-03 eta: 1 day, 1:03:31 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 5.6629 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.5683 loss: 2.5683 2022/06/26 13:06:39 - mmengine - INFO - Epoch(train) [89][2460/3757] lr: 5.174e-03 eta: 1 day, 1:03:25 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 6.6736 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3833 loss: 2.3833 2022/06/26 13:06:44 - mmengine - INFO - Epoch(train) [89][2480/3757] lr: 5.174e-03 eta: 1 day, 1:03:20 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 6.7033 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1202 loss: 2.1202 2022/06/26 13:06:50 - mmengine - INFO - Epoch(train) [89][2500/3757] lr: 5.174e-03 eta: 1 day, 1:03:15 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 8.2804 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2138 loss: 2.2138 2022/06/26 13:06:55 - mmengine - INFO - Epoch(train) [89][2520/3757] lr: 5.174e-03 eta: 1 day, 1:03:09 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 7.4179 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0458 loss: 2.0458 2022/06/26 13:07:00 - mmengine - INFO - Epoch(train) [89][2540/3757] lr: 5.174e-03 eta: 1 day, 1:03:04 time: 0.256 data_time: 0.010 memory: 5036 grad_norm: 7.6338 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3968 loss: 2.3968 2022/06/26 13:07:05 - mmengine - INFO - Epoch(train) [89][2560/3757] lr: 5.174e-03 eta: 1 day, 1:02:59 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 7.7616 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.3738 loss: 2.3738 2022/06/26 13:07:11 - mmengine - INFO - Epoch(train) [89][2580/3757] lr: 5.174e-03 eta: 1 day, 1:02:53 time: 0.254 data_time: 0.008 memory: 5036 grad_norm: 7.0659 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0869 loss: 2.0869 2022/06/26 13:07:16 - mmengine - INFO - Epoch(train) [89][2600/3757] lr: 5.174e-03 eta: 1 day, 1:02:48 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 7.3839 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3614 loss: 2.3614 2022/06/26 13:07:21 - mmengine - INFO - Epoch(train) [89][2620/3757] lr: 5.174e-03 eta: 1 day, 1:02:43 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 7.0027 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.1822 loss: 2.1822 2022/06/26 13:07:26 - mmengine - INFO - Epoch(train) [89][2640/3757] lr: 5.174e-03 eta: 1 day, 1:02:37 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 7.0816 top1_acc: 0.0000 top5_acc: 0.6250 loss_cls: 2.2940 loss: 2.2940 2022/06/26 13:07:31 - mmengine - INFO - Epoch(train) [89][2660/3757] lr: 5.174e-03 eta: 1 day, 1:02:32 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 7.3406 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.9126 loss: 2.9126 2022/06/26 13:07:37 - mmengine - INFO - Epoch(train) [89][2680/3757] lr: 5.174e-03 eta: 1 day, 1:02:27 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.5612 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.0860 loss: 2.0860 2022/06/26 13:07:42 - mmengine - INFO - Epoch(train) [89][2700/3757] lr: 5.174e-03 eta: 1 day, 1:02:21 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 7.0696 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.4715 loss: 2.4715 2022/06/26 13:07:47 - mmengine - INFO - Epoch(train) [89][2720/3757] lr: 5.174e-03 eta: 1 day, 1:02:16 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 6.9585 top1_acc: 0.1250 top5_acc: 1.0000 loss_cls: 2.1757 loss: 2.1757 2022/06/26 13:07:52 - mmengine - INFO - Epoch(train) [89][2740/3757] lr: 5.174e-03 eta: 1 day, 1:02:11 time: 0.265 data_time: 0.013 memory: 5036 grad_norm: 6.9381 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4776 loss: 2.4776 2022/06/26 13:07:57 - mmengine - INFO - Epoch(train) [89][2760/3757] lr: 5.174e-03 eta: 1 day, 1:02:06 time: 0.262 data_time: 0.017 memory: 5036 grad_norm: 6.4629 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.1322 loss: 2.1322 2022/06/26 13:08:03 - mmengine - INFO - Epoch(train) [89][2780/3757] lr: 5.174e-03 eta: 1 day, 1:02:00 time: 0.258 data_time: 0.016 memory: 5036 grad_norm: 8.7697 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.6239 loss: 2.6239 2022/06/26 13:08:08 - mmengine - INFO - Epoch(train) [89][2800/3757] lr: 5.174e-03 eta: 1 day, 1:01:55 time: 0.290 data_time: 0.028 memory: 5036 grad_norm: 6.9655 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.6464 loss: 2.6464 2022/06/26 13:08:14 - mmengine - INFO - Epoch(train) [89][2820/3757] lr: 5.174e-03 eta: 1 day, 1:01:50 time: 0.266 data_time: 0.006 memory: 5036 grad_norm: 7.2490 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.5383 loss: 2.5383 2022/06/26 13:08:19 - mmengine - INFO - Epoch(train) [89][2840/3757] lr: 5.174e-03 eta: 1 day, 1:01:45 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 7.0102 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.6355 loss: 2.6355 2022/06/26 13:08:24 - mmengine - INFO - Epoch(train) [89][2860/3757] lr: 5.174e-03 eta: 1 day, 1:01:39 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 7.6630 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3315 loss: 2.3315 2022/06/26 13:08:30 - mmengine - INFO - Epoch(train) [89][2880/3757] lr: 5.174e-03 eta: 1 day, 1:01:34 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 8.2089 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.4283 loss: 2.4283 2022/06/26 13:08:35 - mmengine - INFO - Epoch(train) [89][2900/3757] lr: 5.174e-03 eta: 1 day, 1:01:29 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 6.4845 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.5861 loss: 2.5861 2022/06/26 13:08:40 - mmengine - INFO - Epoch(train) [89][2920/3757] lr: 5.174e-03 eta: 1 day, 1:01:24 time: 0.269 data_time: 0.006 memory: 5036 grad_norm: 10.3979 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3051 loss: 2.3051 2022/06/26 13:08:45 - mmengine - INFO - Epoch(train) [89][2940/3757] lr: 5.174e-03 eta: 1 day, 1:01:18 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 8.2138 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.5824 loss: 2.5824 2022/06/26 13:08:50 - mmengine - INFO - Epoch(train) [89][2960/3757] lr: 5.174e-03 eta: 1 day, 1:01:13 time: 0.259 data_time: 0.018 memory: 5036 grad_norm: 7.4701 top1_acc: 0.0000 top5_acc: 0.6250 loss_cls: 2.6798 loss: 2.6798 2022/06/26 13:08:55 - mmengine - INFO - Epoch(train) [89][2980/3757] lr: 5.174e-03 eta: 1 day, 1:01:08 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 6.9033 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.5822 loss: 2.5822 2022/06/26 13:09:01 - mmengine - INFO - Epoch(train) [89][3000/3757] lr: 5.174e-03 eta: 1 day, 1:01:03 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 7.4807 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.4723 loss: 2.4723 2022/06/26 13:09:06 - mmengine - INFO - Epoch(train) [89][3020/3757] lr: 5.174e-03 eta: 1 day, 1:00:57 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 6.6028 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2081 loss: 2.2081 2022/06/26 13:09:11 - mmengine - INFO - Epoch(train) [89][3040/3757] lr: 5.174e-03 eta: 1 day, 1:00:52 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 7.4261 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3643 loss: 2.3643 2022/06/26 13:09:17 - mmengine - INFO - Epoch(train) [89][3060/3757] lr: 5.174e-03 eta: 1 day, 1:00:47 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 6.7121 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.9728 loss: 1.9728 2022/06/26 13:09:22 - mmengine - INFO - Epoch(train) [89][3080/3757] lr: 5.174e-03 eta: 1 day, 1:00:41 time: 0.272 data_time: 0.010 memory: 5036 grad_norm: 7.8338 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6789 loss: 2.6789 2022/06/26 13:09:27 - mmengine - INFO - Epoch(train) [89][3100/3757] lr: 5.174e-03 eta: 1 day, 1:00:36 time: 0.251 data_time: 0.008 memory: 5036 grad_norm: 7.3685 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.2020 loss: 2.2020 2022/06/26 13:09:32 - mmengine - INFO - Epoch(train) [89][3120/3757] lr: 5.174e-03 eta: 1 day, 1:00:31 time: 0.262 data_time: 0.008 memory: 5036 grad_norm: 6.5123 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.1464 loss: 2.1464 2022/06/26 13:09:37 - mmengine - INFO - Epoch(train) [89][3140/3757] lr: 5.174e-03 eta: 1 day, 1:00:25 time: 0.248 data_time: 0.007 memory: 5036 grad_norm: 7.6132 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6956 loss: 2.6956 2022/06/26 13:09:43 - mmengine - INFO - Epoch(train) [89][3160/3757] lr: 5.174e-03 eta: 1 day, 1:00:20 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 7.0932 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.8388 loss: 2.8388 2022/06/26 13:09:48 - mmengine - INFO - Epoch(train) [89][3180/3757] lr: 5.174e-03 eta: 1 day, 1:00:15 time: 0.395 data_time: 0.006 memory: 5036 grad_norm: 8.9054 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3262 loss: 2.3262 2022/06/26 13:09:53 - mmengine - INFO - Epoch(train) [89][3200/3757] lr: 5.174e-03 eta: 1 day, 1:00:10 time: 0.251 data_time: 0.009 memory: 5036 grad_norm: 6.4622 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2641 loss: 2.2641 2022/06/26 13:09:59 - mmengine - INFO - Epoch(train) [89][3220/3757] lr: 5.174e-03 eta: 1 day, 1:00:04 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 6.8465 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4022 loss: 2.4022 2022/06/26 13:10:04 - mmengine - INFO - Epoch(train) [89][3240/3757] lr: 5.174e-03 eta: 1 day, 0:59:59 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 7.3161 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4500 loss: 2.4500 2022/06/26 13:10:09 - mmengine - INFO - Epoch(train) [89][3260/3757] lr: 5.174e-03 eta: 1 day, 0:59:54 time: 0.261 data_time: 0.009 memory: 5036 grad_norm: 7.3379 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1737 loss: 2.1737 2022/06/26 13:10:14 - mmengine - INFO - Epoch(train) [89][3280/3757] lr: 5.174e-03 eta: 1 day, 0:59:48 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 7.1834 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2253 loss: 2.2253 2022/06/26 13:10:19 - mmengine - INFO - Epoch(train) [89][3300/3757] lr: 5.174e-03 eta: 1 day, 0:59:43 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 7.2414 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4179 loss: 2.4179 2022/06/26 13:10:25 - mmengine - INFO - Epoch(train) [89][3320/3757] lr: 5.174e-03 eta: 1 day, 0:59:38 time: 0.255 data_time: 0.011 memory: 5036 grad_norm: 6.3833 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6145 loss: 2.6145 2022/06/26 13:10:30 - mmengine - INFO - Epoch(train) [89][3340/3757] lr: 5.174e-03 eta: 1 day, 0:59:33 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 7.3705 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3414 loss: 2.3414 2022/06/26 13:10:35 - mmengine - INFO - Epoch(train) [89][3360/3757] lr: 5.174e-03 eta: 1 day, 0:59:27 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 7.1766 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5061 loss: 2.5061 2022/06/26 13:10:41 - mmengine - INFO - Epoch(train) [89][3380/3757] lr: 5.174e-03 eta: 1 day, 0:59:22 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 6.6867 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.4737 loss: 2.4737 2022/06/26 13:10:42 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 13:10:46 - mmengine - INFO - Epoch(train) [89][3400/3757] lr: 5.174e-03 eta: 1 day, 0:59:17 time: 0.254 data_time: 0.014 memory: 5036 grad_norm: 8.0899 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.0751 loss: 2.0751 2022/06/26 13:10:51 - mmengine - INFO - Epoch(train) [89][3420/3757] lr: 5.174e-03 eta: 1 day, 0:59:11 time: 0.254 data_time: 0.013 memory: 5036 grad_norm: 7.2345 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3666 loss: 2.3666 2022/06/26 13:10:56 - mmengine - INFO - Epoch(train) [89][3440/3757] lr: 5.174e-03 eta: 1 day, 0:59:06 time: 0.249 data_time: 0.009 memory: 5036 grad_norm: 8.4322 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2685 loss: 2.2685 2022/06/26 13:11:01 - mmengine - INFO - Epoch(train) [89][3460/3757] lr: 5.174e-03 eta: 1 day, 0:59:01 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 6.6017 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.9694 loss: 1.9694 2022/06/26 13:11:06 - mmengine - INFO - Epoch(train) [89][3480/3757] lr: 5.174e-03 eta: 1 day, 0:58:55 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 7.0671 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.6899 loss: 2.6899 2022/06/26 13:11:12 - mmengine - INFO - Epoch(train) [89][3500/3757] lr: 5.174e-03 eta: 1 day, 0:58:50 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 7.2248 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.6135 loss: 2.6135 2022/06/26 13:11:17 - mmengine - INFO - Epoch(train) [89][3520/3757] lr: 5.174e-03 eta: 1 day, 0:58:45 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 7.5383 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.3964 loss: 2.3964 2022/06/26 13:11:22 - mmengine - INFO - Epoch(train) [89][3540/3757] lr: 5.174e-03 eta: 1 day, 0:58:39 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 8.4262 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5431 loss: 2.5431 2022/06/26 13:11:27 - mmengine - INFO - Epoch(train) [89][3560/3757] lr: 5.174e-03 eta: 1 day, 0:58:34 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 7.4326 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7353 loss: 2.7353 2022/06/26 13:11:33 - mmengine - INFO - Epoch(train) [89][3580/3757] lr: 5.174e-03 eta: 1 day, 0:58:29 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 8.3752 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1819 loss: 2.1819 2022/06/26 13:11:38 - mmengine - INFO - Epoch(train) [89][3600/3757] lr: 5.174e-03 eta: 1 day, 0:58:23 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 5.8655 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2947 loss: 2.2947 2022/06/26 13:11:43 - mmengine - INFO - Epoch(train) [89][3620/3757] lr: 5.174e-03 eta: 1 day, 0:58:18 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 6.9911 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2495 loss: 2.2495 2022/06/26 13:11:48 - mmengine - INFO - Epoch(train) [89][3640/3757] lr: 5.174e-03 eta: 1 day, 0:58:13 time: 0.262 data_time: 0.008 memory: 5036 grad_norm: 7.4537 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6230 loss: 2.6230 2022/06/26 13:11:53 - mmengine - INFO - Epoch(train) [89][3660/3757] lr: 5.174e-03 eta: 1 day, 0:58:08 time: 0.271 data_time: 0.003 memory: 5036 grad_norm: 7.3298 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0178 loss: 2.0178 2022/06/26 13:11:59 - mmengine - INFO - Epoch(train) [89][3680/3757] lr: 5.174e-03 eta: 1 day, 0:58:02 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 8.6150 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4072 loss: 2.4072 2022/06/26 13:12:04 - mmengine - INFO - Epoch(train) [89][3700/3757] lr: 5.174e-03 eta: 1 day, 0:57:57 time: 0.255 data_time: 0.013 memory: 5036 grad_norm: 7.5618 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4941 loss: 2.4941 2022/06/26 13:12:09 - mmengine - INFO - Epoch(train) [89][3720/3757] lr: 5.174e-03 eta: 1 day, 0:57:52 time: 0.256 data_time: 0.011 memory: 5036 grad_norm: 7.0984 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6297 loss: 2.6297 2022/06/26 13:12:14 - mmengine - INFO - Epoch(train) [89][3740/3757] lr: 5.174e-03 eta: 1 day, 0:57:46 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 6.9361 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6219 loss: 2.6219 2022/06/26 13:12:18 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 13:12:18 - mmengine - INFO - Saving checkpoint at 89 epochs 2022/06/26 13:12:31 - mmengine - INFO - Epoch(val) [89][20/310] eta: 0:01:44 time: 0.123 data_time: 0.016 memory: 5036 2022/06/26 13:12:36 - mmengine - INFO - Epoch(val) [89][40/310] eta: 0:01:32 time: 0.128 data_time: 0.020 memory: 1723 2022/06/26 13:12:40 - mmengine - INFO - Epoch(val) [89][60/310] eta: 0:00:26 time: 0.102 data_time: 0.001 memory: 1723 2022/06/26 13:12:45 - mmengine - INFO - Epoch(val) [89][80/310] eta: 0:00:29 time: 0.109 data_time: 0.001 memory: 1723 2022/06/26 13:12:52 - mmengine - INFO - Epoch(val) [89][100/310] eta: 0:01:16 time: 0.104 data_time: 0.001 memory: 1723 2022/06/26 13:12:57 - mmengine - INFO - Epoch(val) [89][120/310] eta: 0:01:08 time: 0.828 data_time: 0.727 memory: 1723 2022/06/26 13:13:02 - mmengine - INFO - Epoch(val) [89][140/310] eta: 0:00:33 time: 0.109 data_time: 0.002 memory: 1723 2022/06/26 13:13:06 - mmengine - INFO - Epoch(val) [89][160/310] eta: 0:00:31 time: 0.104 data_time: 0.002 memory: 1723 2022/06/26 13:13:12 - mmengine - INFO - Epoch(val) [89][180/310] eta: 0:00:33 time: 0.109 data_time: 0.001 memory: 1723 2022/06/26 13:13:18 - mmengine - INFO - Epoch(val) [89][200/310] eta: 0:00:39 time: 1.074 data_time: 0.972 memory: 1723 2022/06/26 13:13:23 - mmengine - INFO - Epoch(val) [89][220/310] eta: 0:00:18 time: 0.104 data_time: 0.001 memory: 1723 2022/06/26 13:13:27 - mmengine - INFO - Epoch(val) [89][240/310] eta: 0:00:14 time: 0.108 data_time: 0.001 memory: 1723 2022/06/26 13:13:33 - mmengine - INFO - Epoch(val) [89][260/310] eta: 0:00:12 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 13:13:38 - mmengine - INFO - Epoch(val) [89][280/310] eta: 0:00:09 time: 0.115 data_time: 0.006 memory: 1723 2022/06/26 13:13:40 - mmengine - INFO - Epoch(val) [89][300/310] eta: 0:00:01 time: 0.102 data_time: 0.001 memory: 1723 2022/06/26 13:13:42 - mmengine - INFO - Epoch(val) [89][310/310] acc/top1: 0.5203 acc/top5: 0.7662 acc/mean1: 0.5201 2022/06/26 13:13:52 - mmengine - INFO - Epoch(train) [90][20/3757] lr: 5.087e-03 eta: 1 day, 0:57:39 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 7.4223 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.5533 loss: 2.5533 2022/06/26 13:13:57 - mmengine - INFO - Epoch(train) [90][40/3757] lr: 5.087e-03 eta: 1 day, 0:57:33 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 6.6737 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9795 loss: 1.9795 2022/06/26 13:14:02 - mmengine - INFO - Epoch(train) [90][60/3757] lr: 5.087e-03 eta: 1 day, 0:57:28 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.8973 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4252 loss: 2.4252 2022/06/26 13:14:08 - mmengine - INFO - Epoch(train) [90][80/3757] lr: 5.087e-03 eta: 1 day, 0:57:23 time: 0.250 data_time: 0.004 memory: 5036 grad_norm: 7.6240 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 3.0272 loss: 3.0272 2022/06/26 13:14:13 - mmengine - INFO - Epoch(train) [90][100/3757] lr: 5.087e-03 eta: 1 day, 0:57:18 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 7.0972 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 3.0841 loss: 3.0841 2022/06/26 13:14:18 - mmengine - INFO - Epoch(train) [90][120/3757] lr: 5.087e-03 eta: 1 day, 0:57:13 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 7.0861 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9903 loss: 2.9903 2022/06/26 13:14:23 - mmengine - INFO - Epoch(train) [90][140/3757] lr: 5.087e-03 eta: 1 day, 0:57:07 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.1389 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0864 loss: 2.0864 2022/06/26 13:14:29 - mmengine - INFO - Epoch(train) [90][160/3757] lr: 5.087e-03 eta: 1 day, 0:57:02 time: 0.273 data_time: 0.003 memory: 5036 grad_norm: 7.3314 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.9866 loss: 2.9866 2022/06/26 13:14:34 - mmengine - INFO - Epoch(train) [90][180/3757] lr: 5.087e-03 eta: 1 day, 0:56:57 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 6.6236 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0867 loss: 2.0867 2022/06/26 13:14:40 - mmengine - INFO - Epoch(train) [90][200/3757] lr: 5.087e-03 eta: 1 day, 0:56:52 time: 0.329 data_time: 0.006 memory: 5036 grad_norm: 6.9812 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2107 loss: 2.2107 2022/06/26 13:14:45 - mmengine - INFO - Epoch(train) [90][220/3757] lr: 5.087e-03 eta: 1 day, 0:56:47 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 8.1533 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.3627 loss: 2.3627 2022/06/26 13:14:50 - mmengine - INFO - Epoch(train) [90][240/3757] lr: 5.087e-03 eta: 1 day, 0:56:41 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 7.5737 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3316 loss: 2.3316 2022/06/26 13:14:55 - mmengine - INFO - Epoch(train) [90][260/3757] lr: 5.087e-03 eta: 1 day, 0:56:36 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 7.1549 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.1942 loss: 2.1942 2022/06/26 13:15:01 - mmengine - INFO - Epoch(train) [90][280/3757] lr: 5.087e-03 eta: 1 day, 0:56:31 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 6.9250 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.6550 loss: 2.6550 2022/06/26 13:15:06 - mmengine - INFO - Epoch(train) [90][300/3757] lr: 5.087e-03 eta: 1 day, 0:56:26 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 7.1022 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.5871 loss: 2.5871 2022/06/26 13:15:11 - mmengine - INFO - Epoch(train) [90][320/3757] lr: 5.087e-03 eta: 1 day, 0:56:20 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 7.2351 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.4671 loss: 2.4671 2022/06/26 13:15:16 - mmengine - INFO - Epoch(train) [90][340/3757] lr: 5.087e-03 eta: 1 day, 0:56:15 time: 0.253 data_time: 0.004 memory: 5036 grad_norm: 6.9310 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3807 loss: 2.3807 2022/06/26 13:15:22 - mmengine - INFO - Epoch(train) [90][360/3757] lr: 5.087e-03 eta: 1 day, 0:56:10 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 7.4672 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.3286 loss: 2.3286 2022/06/26 13:15:27 - mmengine - INFO - Epoch(train) [90][380/3757] lr: 5.087e-03 eta: 1 day, 0:56:04 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 7.3607 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2839 loss: 2.2839 2022/06/26 13:15:32 - mmengine - INFO - Epoch(train) [90][400/3757] lr: 5.087e-03 eta: 1 day, 0:55:59 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 7.7168 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.3648 loss: 2.3648 2022/06/26 13:15:37 - mmengine - INFO - Epoch(train) [90][420/3757] lr: 5.087e-03 eta: 1 day, 0:55:54 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 6.8294 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.5727 loss: 2.5727 2022/06/26 13:15:43 - mmengine - INFO - Epoch(train) [90][440/3757] lr: 5.087e-03 eta: 1 day, 0:55:49 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 7.1709 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.6376 loss: 2.6376 2022/06/26 13:15:48 - mmengine - INFO - Epoch(train) [90][460/3757] lr: 5.087e-03 eta: 1 day, 0:55:43 time: 0.266 data_time: 0.003 memory: 5036 grad_norm: 6.7181 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.2005 loss: 2.2005 2022/06/26 13:15:53 - mmengine - INFO - Epoch(train) [90][480/3757] lr: 5.087e-03 eta: 1 day, 0:55:38 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 7.9817 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4696 loss: 2.4696 2022/06/26 13:15:59 - mmengine - INFO - Epoch(train) [90][500/3757] lr: 5.087e-03 eta: 1 day, 0:55:33 time: 0.361 data_time: 0.003 memory: 5036 grad_norm: 6.9668 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1193 loss: 2.1193 2022/06/26 13:16:04 - mmengine - INFO - Epoch(train) [90][520/3757] lr: 5.087e-03 eta: 1 day, 0:55:28 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 7.0635 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.2908 loss: 2.2908 2022/06/26 13:16:09 - mmengine - INFO - Epoch(train) [90][540/3757] lr: 5.087e-03 eta: 1 day, 0:55:22 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 7.8014 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.1642 loss: 2.1642 2022/06/26 13:16:14 - mmengine - INFO - Epoch(train) [90][560/3757] lr: 5.087e-03 eta: 1 day, 0:55:17 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 6.0192 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2852 loss: 2.2852 2022/06/26 13:16:20 - mmengine - INFO - Epoch(train) [90][580/3757] lr: 5.087e-03 eta: 1 day, 0:55:12 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.4742 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.1813 loss: 2.1813 2022/06/26 13:16:25 - mmengine - INFO - Epoch(train) [90][600/3757] lr: 5.087e-03 eta: 1 day, 0:55:07 time: 0.266 data_time: 0.022 memory: 5036 grad_norm: 7.4462 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5047 loss: 2.5047 2022/06/26 13:16:30 - mmengine - INFO - Epoch(train) [90][620/3757] lr: 5.087e-03 eta: 1 day, 0:55:02 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 5.5672 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.5560 loss: 2.5560 2022/06/26 13:16:32 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 13:16:36 - mmengine - INFO - Epoch(train) [90][640/3757] lr: 5.087e-03 eta: 1 day, 0:54:56 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 7.0363 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5658 loss: 2.5658 2022/06/26 13:16:41 - mmengine - INFO - Epoch(train) [90][660/3757] lr: 5.087e-03 eta: 1 day, 0:54:51 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 6.7662 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7205 loss: 2.7205 2022/06/26 13:16:46 - mmengine - INFO - Epoch(train) [90][680/3757] lr: 5.087e-03 eta: 1 day, 0:54:46 time: 0.263 data_time: 0.018 memory: 5036 grad_norm: 6.2464 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1166 loss: 2.1166 2022/06/26 13:16:52 - mmengine - INFO - Epoch(train) [90][700/3757] lr: 5.087e-03 eta: 1 day, 0:54:41 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 6.9403 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2062 loss: 2.2062 2022/06/26 13:16:57 - mmengine - INFO - Epoch(train) [90][720/3757] lr: 5.087e-03 eta: 1 day, 0:54:35 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 7.5489 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.1765 loss: 2.1765 2022/06/26 13:17:02 - mmengine - INFO - Epoch(train) [90][740/3757] lr: 5.087e-03 eta: 1 day, 0:54:30 time: 0.263 data_time: 0.009 memory: 5036 grad_norm: 7.3783 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.2029 loss: 2.2029 2022/06/26 13:17:07 - mmengine - INFO - Epoch(train) [90][760/3757] lr: 5.087e-03 eta: 1 day, 0:54:25 time: 0.260 data_time: 0.009 memory: 5036 grad_norm: 7.9773 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3909 loss: 2.3909 2022/06/26 13:17:12 - mmengine - INFO - Epoch(train) [90][780/3757] lr: 5.087e-03 eta: 1 day, 0:54:19 time: 0.266 data_time: 0.006 memory: 5036 grad_norm: 7.0959 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1887 loss: 2.1887 2022/06/26 13:17:18 - mmengine - INFO - Epoch(train) [90][800/3757] lr: 5.087e-03 eta: 1 day, 0:54:14 time: 0.267 data_time: 0.003 memory: 5036 grad_norm: 7.5635 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.4837 loss: 2.4837 2022/06/26 13:17:23 - mmengine - INFO - Epoch(train) [90][820/3757] lr: 5.087e-03 eta: 1 day, 0:54:09 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 7.2280 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.3067 loss: 2.3067 2022/06/26 13:17:28 - mmengine - INFO - Epoch(train) [90][840/3757] lr: 5.087e-03 eta: 1 day, 0:54:03 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 7.4257 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7222 loss: 2.7222 2022/06/26 13:17:33 - mmengine - INFO - Epoch(train) [90][860/3757] lr: 5.087e-03 eta: 1 day, 0:53:58 time: 0.252 data_time: 0.004 memory: 5036 grad_norm: 6.8047 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2539 loss: 2.2539 2022/06/26 13:17:38 - mmengine - INFO - Epoch(train) [90][880/3757] lr: 5.087e-03 eta: 1 day, 0:53:53 time: 0.302 data_time: 0.016 memory: 5036 grad_norm: 6.1797 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2233 loss: 2.2233 2022/06/26 13:17:44 - mmengine - INFO - Epoch(train) [90][900/3757] lr: 5.087e-03 eta: 1 day, 0:53:47 time: 0.256 data_time: 0.010 memory: 5036 grad_norm: 6.6283 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1680 loss: 2.1680 2022/06/26 13:17:49 - mmengine - INFO - Epoch(train) [90][920/3757] lr: 5.087e-03 eta: 1 day, 0:53:42 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 7.0952 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2330 loss: 2.2330 2022/06/26 13:17:54 - mmengine - INFO - Epoch(train) [90][940/3757] lr: 5.087e-03 eta: 1 day, 0:53:37 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 6.8260 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.6464 loss: 2.6464 2022/06/26 13:17:59 - mmengine - INFO - Epoch(train) [90][960/3757] lr: 5.087e-03 eta: 1 day, 0:53:31 time: 0.259 data_time: 0.009 memory: 5036 grad_norm: 7.3183 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8655 loss: 2.8655 2022/06/26 13:18:05 - mmengine - INFO - Epoch(train) [90][980/3757] lr: 5.087e-03 eta: 1 day, 0:53:26 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 7.2977 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5261 loss: 2.5261 2022/06/26 13:18:10 - mmengine - INFO - Epoch(train) [90][1000/3757] lr: 5.087e-03 eta: 1 day, 0:53:21 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 7.2201 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3991 loss: 2.3991 2022/06/26 13:18:15 - mmengine - INFO - Epoch(train) [90][1020/3757] lr: 5.087e-03 eta: 1 day, 0:53:15 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.4842 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.1248 loss: 2.1248 2022/06/26 13:18:20 - mmengine - INFO - Epoch(train) [90][1040/3757] lr: 5.087e-03 eta: 1 day, 0:53:10 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 7.1784 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.2525 loss: 2.2525 2022/06/26 13:18:26 - mmengine - INFO - Epoch(train) [90][1060/3757] lr: 5.087e-03 eta: 1 day, 0:53:05 time: 0.250 data_time: 0.008 memory: 5036 grad_norm: 7.2176 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.4433 loss: 2.4433 2022/06/26 13:18:31 - mmengine - INFO - Epoch(train) [90][1080/3757] lr: 5.087e-03 eta: 1 day, 0:53:00 time: 0.278 data_time: 0.003 memory: 5036 grad_norm: 8.2916 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2978 loss: 2.2978 2022/06/26 13:18:36 - mmengine - INFO - Epoch(train) [90][1100/3757] lr: 5.087e-03 eta: 1 day, 0:52:54 time: 0.261 data_time: 0.010 memory: 5036 grad_norm: 7.6480 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2906 loss: 2.2906 2022/06/26 13:18:41 - mmengine - INFO - Epoch(train) [90][1120/3757] lr: 5.087e-03 eta: 1 day, 0:52:49 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 7.1535 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5004 loss: 2.5004 2022/06/26 13:18:47 - mmengine - INFO - Epoch(train) [90][1140/3757] lr: 5.087e-03 eta: 1 day, 0:52:44 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 7.0768 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6890 loss: 2.6890 2022/06/26 13:18:52 - mmengine - INFO - Epoch(train) [90][1160/3757] lr: 5.087e-03 eta: 1 day, 0:52:39 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 7.4786 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.1715 loss: 2.1715 2022/06/26 13:18:57 - mmengine - INFO - Epoch(train) [90][1180/3757] lr: 5.087e-03 eta: 1 day, 0:52:33 time: 0.257 data_time: 0.018 memory: 5036 grad_norm: 7.9895 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.3261 loss: 2.3261 2022/06/26 13:19:02 - mmengine - INFO - Epoch(train) [90][1200/3757] lr: 5.087e-03 eta: 1 day, 0:52:28 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 7.1825 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4736 loss: 2.4736 2022/06/26 13:19:08 - mmengine - INFO - Epoch(train) [90][1220/3757] lr: 5.087e-03 eta: 1 day, 0:52:23 time: 0.268 data_time: 0.003 memory: 5036 grad_norm: 8.0977 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.2779 loss: 2.2779 2022/06/26 13:19:13 - mmengine - INFO - Epoch(train) [90][1240/3757] lr: 5.087e-03 eta: 1 day, 0:52:18 time: 0.256 data_time: 0.004 memory: 5036 grad_norm: 6.6937 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0805 loss: 2.0805 2022/06/26 13:19:18 - mmengine - INFO - Epoch(train) [90][1260/3757] lr: 5.087e-03 eta: 1 day, 0:52:13 time: 0.271 data_time: 0.023 memory: 5036 grad_norm: 7.6648 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6268 loss: 2.6268 2022/06/26 13:19:24 - mmengine - INFO - Epoch(train) [90][1280/3757] lr: 5.087e-03 eta: 1 day, 0:52:07 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 7.2383 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.3586 loss: 2.3586 2022/06/26 13:19:29 - mmengine - INFO - Epoch(train) [90][1300/3757] lr: 5.087e-03 eta: 1 day, 0:52:02 time: 0.279 data_time: 0.006 memory: 5036 grad_norm: 6.4838 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2087 loss: 2.2087 2022/06/26 13:19:34 - mmengine - INFO - Epoch(train) [90][1320/3757] lr: 5.087e-03 eta: 1 day, 0:51:57 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 7.5540 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.7013 loss: 2.7013 2022/06/26 13:19:39 - mmengine - INFO - Epoch(train) [90][1340/3757] lr: 5.087e-03 eta: 1 day, 0:51:51 time: 0.255 data_time: 0.016 memory: 5036 grad_norm: 6.3876 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3668 loss: 2.3668 2022/06/26 13:19:44 - mmengine - INFO - Epoch(train) [90][1360/3757] lr: 5.087e-03 eta: 1 day, 0:51:46 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 7.5636 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.6306 loss: 2.6306 2022/06/26 13:19:50 - mmengine - INFO - Epoch(train) [90][1380/3757] lr: 5.087e-03 eta: 1 day, 0:51:40 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 6.8381 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.3424 loss: 2.3424 2022/06/26 13:19:55 - mmengine - INFO - Epoch(train) [90][1400/3757] lr: 5.087e-03 eta: 1 day, 0:51:35 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 8.0962 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.4260 loss: 2.4260 2022/06/26 13:20:00 - mmengine - INFO - Epoch(train) [90][1420/3757] lr: 5.087e-03 eta: 1 day, 0:51:30 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 7.1225 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3529 loss: 2.3529 2022/06/26 13:20:05 - mmengine - INFO - Epoch(train) [90][1440/3757] lr: 5.087e-03 eta: 1 day, 0:51:24 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 7.1284 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.0029 loss: 2.0029 2022/06/26 13:20:10 - mmengine - INFO - Epoch(train) [90][1460/3757] lr: 5.087e-03 eta: 1 day, 0:51:19 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 7.5513 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4040 loss: 2.4040 2022/06/26 13:20:16 - mmengine - INFO - Epoch(train) [90][1480/3757] lr: 5.087e-03 eta: 1 day, 0:51:14 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 6.6874 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7301 loss: 2.7301 2022/06/26 13:20:21 - mmengine - INFO - Epoch(train) [90][1500/3757] lr: 5.087e-03 eta: 1 day, 0:51:08 time: 0.258 data_time: 0.011 memory: 5036 grad_norm: 7.2759 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8356 loss: 2.8356 2022/06/26 13:20:26 - mmengine - INFO - Epoch(train) [90][1520/3757] lr: 5.087e-03 eta: 1 day, 0:51:03 time: 0.266 data_time: 0.006 memory: 5036 grad_norm: 8.3319 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2819 loss: 2.2819 2022/06/26 13:20:31 - mmengine - INFO - Epoch(train) [90][1540/3757] lr: 5.087e-03 eta: 1 day, 0:50:58 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 6.9862 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9908 loss: 1.9908 2022/06/26 13:20:36 - mmengine - INFO - Epoch(train) [90][1560/3757] lr: 5.087e-03 eta: 1 day, 0:50:52 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 6.7596 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6367 loss: 2.6367 2022/06/26 13:20:42 - mmengine - INFO - Epoch(train) [90][1580/3757] lr: 5.087e-03 eta: 1 day, 0:50:47 time: 0.249 data_time: 0.007 memory: 5036 grad_norm: 6.8836 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4084 loss: 2.4084 2022/06/26 13:20:47 - mmengine - INFO - Epoch(train) [90][1600/3757] lr: 5.087e-03 eta: 1 day, 0:50:42 time: 0.267 data_time: 0.003 memory: 5036 grad_norm: 6.8602 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3448 loss: 2.3448 2022/06/26 13:20:52 - mmengine - INFO - Epoch(train) [90][1620/3757] lr: 5.087e-03 eta: 1 day, 0:50:37 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 6.9489 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8241 loss: 2.8241 2022/06/26 13:20:54 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 13:20:57 - mmengine - INFO - Epoch(train) [90][1640/3757] lr: 5.087e-03 eta: 1 day, 0:50:31 time: 0.255 data_time: 0.012 memory: 5036 grad_norm: 7.5093 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.3973 loss: 2.3973 2022/06/26 13:21:03 - mmengine - INFO - Epoch(train) [90][1660/3757] lr: 5.087e-03 eta: 1 day, 0:50:26 time: 0.262 data_time: 0.008 memory: 5036 grad_norm: 5.9350 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.3686 loss: 2.3686 2022/06/26 13:21:08 - mmengine - INFO - Epoch(train) [90][1680/3757] lr: 5.087e-03 eta: 1 day, 0:50:21 time: 0.258 data_time: 0.018 memory: 5036 grad_norm: 6.9613 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3504 loss: 2.3504 2022/06/26 13:21:13 - mmengine - INFO - Epoch(train) [90][1700/3757] lr: 5.087e-03 eta: 1 day, 0:50:16 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 6.9096 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.2588 loss: 2.2588 2022/06/26 13:21:19 - mmengine - INFO - Epoch(train) [90][1720/3757] lr: 5.087e-03 eta: 1 day, 0:50:10 time: 0.260 data_time: 0.008 memory: 5036 grad_norm: 6.8652 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.1067 loss: 2.1067 2022/06/26 13:21:24 - mmengine - INFO - Epoch(train) [90][1740/3757] lr: 5.087e-03 eta: 1 day, 0:50:05 time: 0.259 data_time: 0.009 memory: 5036 grad_norm: 7.3381 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6317 loss: 2.6317 2022/06/26 13:21:29 - mmengine - INFO - Epoch(train) [90][1760/3757] lr: 5.087e-03 eta: 1 day, 0:50:00 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 6.1216 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.3589 loss: 2.3589 2022/06/26 13:21:35 - mmengine - INFO - Epoch(train) [90][1780/3757] lr: 5.087e-03 eta: 1 day, 0:49:55 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 7.2314 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 2.3078 loss: 2.3078 2022/06/26 13:21:40 - mmengine - INFO - Epoch(train) [90][1800/3757] lr: 5.087e-03 eta: 1 day, 0:49:50 time: 0.251 data_time: 0.007 memory: 5036 grad_norm: 7.7838 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.6658 loss: 2.6658 2022/06/26 13:21:45 - mmengine - INFO - Epoch(train) [90][1820/3757] lr: 5.087e-03 eta: 1 day, 0:49:44 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 7.8451 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.1710 loss: 2.1710 2022/06/26 13:21:50 - mmengine - INFO - Epoch(train) [90][1840/3757] lr: 5.087e-03 eta: 1 day, 0:49:39 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 7.2381 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3285 loss: 2.3285 2022/06/26 13:21:56 - mmengine - INFO - Epoch(train) [90][1860/3757] lr: 5.087e-03 eta: 1 day, 0:49:34 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 7.4480 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3707 loss: 2.3707 2022/06/26 13:22:01 - mmengine - INFO - Epoch(train) [90][1880/3757] lr: 5.087e-03 eta: 1 day, 0:49:28 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 5.9776 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4935 loss: 2.4935 2022/06/26 13:22:06 - mmengine - INFO - Epoch(train) [90][1900/3757] lr: 5.087e-03 eta: 1 day, 0:49:23 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 6.9749 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9610 loss: 1.9610 2022/06/26 13:22:11 - mmengine - INFO - Epoch(train) [90][1920/3757] lr: 5.087e-03 eta: 1 day, 0:49:18 time: 0.265 data_time: 0.019 memory: 5036 grad_norm: 6.5182 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.4374 loss: 2.4374 2022/06/26 13:22:16 - mmengine - INFO - Epoch(train) [90][1940/3757] lr: 5.087e-03 eta: 1 day, 0:49:12 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 7.6660 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3447 loss: 2.3447 2022/06/26 13:22:22 - mmengine - INFO - Epoch(train) [90][1960/3757] lr: 5.087e-03 eta: 1 day, 0:49:07 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 8.2528 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.1862 loss: 2.1862 2022/06/26 13:22:27 - mmengine - INFO - Epoch(train) [90][1980/3757] lr: 5.087e-03 eta: 1 day, 0:49:02 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 7.9374 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.1141 loss: 2.1141 2022/06/26 13:22:32 - mmengine - INFO - Epoch(train) [90][2000/3757] lr: 5.087e-03 eta: 1 day, 0:48:56 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 6.4705 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.8390 loss: 1.8390 2022/06/26 13:22:37 - mmengine - INFO - Epoch(train) [90][2020/3757] lr: 5.087e-03 eta: 1 day, 0:48:51 time: 0.256 data_time: 0.013 memory: 5036 grad_norm: 8.5072 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.3101 loss: 2.3101 2022/06/26 13:22:42 - mmengine - INFO - Epoch(train) [90][2040/3757] lr: 5.087e-03 eta: 1 day, 0:48:46 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.8755 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.7373 loss: 2.7373 2022/06/26 13:22:48 - mmengine - INFO - Epoch(train) [90][2060/3757] lr: 5.087e-03 eta: 1 day, 0:48:40 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 6.9284 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.4494 loss: 2.4494 2022/06/26 13:22:53 - mmengine - INFO - Epoch(train) [90][2080/3757] lr: 5.087e-03 eta: 1 day, 0:48:35 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 7.4879 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3260 loss: 2.3260 2022/06/26 13:22:58 - mmengine - INFO - Epoch(train) [90][2100/3757] lr: 5.087e-03 eta: 1 day, 0:48:30 time: 0.248 data_time: 0.008 memory: 5036 grad_norm: 7.7393 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7158 loss: 2.7158 2022/06/26 13:23:03 - mmengine - INFO - Epoch(train) [90][2120/3757] lr: 5.087e-03 eta: 1 day, 0:48:24 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 7.5491 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0731 loss: 2.0731 2022/06/26 13:23:08 - mmengine - INFO - Epoch(train) [90][2140/3757] lr: 5.087e-03 eta: 1 day, 0:48:19 time: 0.257 data_time: 0.016 memory: 5036 grad_norm: 6.1515 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2821 loss: 2.2821 2022/06/26 13:23:14 - mmengine - INFO - Epoch(train) [90][2160/3757] lr: 5.087e-03 eta: 1 day, 0:48:14 time: 0.258 data_time: 0.011 memory: 5036 grad_norm: 6.3397 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.2383 loss: 2.2383 2022/06/26 13:23:19 - mmengine - INFO - Epoch(train) [90][2180/3757] lr: 5.087e-03 eta: 1 day, 0:48:09 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 7.4175 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 2.0904 loss: 2.0904 2022/06/26 13:23:25 - mmengine - INFO - Epoch(train) [90][2200/3757] lr: 5.087e-03 eta: 1 day, 0:48:04 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 7.1855 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.4704 loss: 2.4704 2022/06/26 13:23:30 - mmengine - INFO - Epoch(train) [90][2220/3757] lr: 5.087e-03 eta: 1 day, 0:47:58 time: 0.262 data_time: 0.010 memory: 5036 grad_norm: 7.4084 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.3513 loss: 2.3513 2022/06/26 13:23:35 - mmengine - INFO - Epoch(train) [90][2240/3757] lr: 5.087e-03 eta: 1 day, 0:47:53 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 9.1953 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3495 loss: 2.3495 2022/06/26 13:23:40 - mmengine - INFO - Epoch(train) [90][2260/3757] lr: 5.087e-03 eta: 1 day, 0:47:48 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 7.3143 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.1386 loss: 2.1386 2022/06/26 13:23:45 - mmengine - INFO - Epoch(train) [90][2280/3757] lr: 5.087e-03 eta: 1 day, 0:47:42 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 7.0528 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.2877 loss: 2.2877 2022/06/26 13:23:51 - mmengine - INFO - Epoch(train) [90][2300/3757] lr: 5.087e-03 eta: 1 day, 0:47:37 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 7.1561 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2672 loss: 2.2672 2022/06/26 13:23:56 - mmengine - INFO - Epoch(train) [90][2320/3757] lr: 5.087e-03 eta: 1 day, 0:47:32 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 6.2415 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.0501 loss: 2.0501 2022/06/26 13:24:01 - mmengine - INFO - Epoch(train) [90][2340/3757] lr: 5.087e-03 eta: 1 day, 0:47:26 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 7.0120 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.3137 loss: 2.3137 2022/06/26 13:24:06 - mmengine - INFO - Epoch(train) [90][2360/3757] lr: 5.087e-03 eta: 1 day, 0:47:21 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.3947 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.1960 loss: 2.1960 2022/06/26 13:24:12 - mmengine - INFO - Epoch(train) [90][2380/3757] lr: 5.087e-03 eta: 1 day, 0:47:16 time: 0.250 data_time: 0.009 memory: 5036 grad_norm: 6.9764 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4067 loss: 2.4067 2022/06/26 13:24:17 - mmengine - INFO - Epoch(train) [90][2400/3757] lr: 5.087e-03 eta: 1 day, 0:47:10 time: 0.255 data_time: 0.012 memory: 5036 grad_norm: 7.3731 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.3879 loss: 2.3879 2022/06/26 13:24:22 - mmengine - INFO - Epoch(train) [90][2420/3757] lr: 5.087e-03 eta: 1 day, 0:47:05 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 7.1639 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7180 loss: 2.7180 2022/06/26 13:24:27 - mmengine - INFO - Epoch(train) [90][2440/3757] lr: 5.087e-03 eta: 1 day, 0:47:00 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 8.3762 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.3609 loss: 2.3609 2022/06/26 13:24:33 - mmengine - INFO - Epoch(train) [90][2460/3757] lr: 5.087e-03 eta: 1 day, 0:46:55 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 6.8498 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.3652 loss: 2.3652 2022/06/26 13:24:38 - mmengine - INFO - Epoch(train) [90][2480/3757] lr: 5.087e-03 eta: 1 day, 0:46:49 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.3625 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2022 loss: 2.2022 2022/06/26 13:24:43 - mmengine - INFO - Epoch(train) [90][2500/3757] lr: 5.087e-03 eta: 1 day, 0:46:44 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 7.5566 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.1732 loss: 2.1732 2022/06/26 13:24:48 - mmengine - INFO - Epoch(train) [90][2520/3757] lr: 5.087e-03 eta: 1 day, 0:46:39 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 8.2812 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.5593 loss: 2.5593 2022/06/26 13:24:53 - mmengine - INFO - Epoch(train) [90][2540/3757] lr: 5.087e-03 eta: 1 day, 0:46:33 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 7.0886 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.6040 loss: 2.6040 2022/06/26 13:24:59 - mmengine - INFO - Epoch(train) [90][2560/3757] lr: 5.087e-03 eta: 1 day, 0:46:28 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 7.5861 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.2953 loss: 2.2953 2022/06/26 13:25:04 - mmengine - INFO - Epoch(train) [90][2580/3757] lr: 5.087e-03 eta: 1 day, 0:46:23 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 6.6794 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1307 loss: 2.1307 2022/06/26 13:25:09 - mmengine - INFO - Epoch(train) [90][2600/3757] lr: 5.087e-03 eta: 1 day, 0:46:17 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 8.1972 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4534 loss: 2.4534 2022/06/26 13:25:14 - mmengine - INFO - Epoch(train) [90][2620/3757] lr: 5.087e-03 eta: 1 day, 0:46:12 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 7.1607 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.6387 loss: 2.6387 2022/06/26 13:25:16 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 13:25:19 - mmengine - INFO - Epoch(train) [90][2640/3757] lr: 5.087e-03 eta: 1 day, 0:46:07 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 6.6736 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5753 loss: 2.5753 2022/06/26 13:25:25 - mmengine - INFO - Epoch(train) [90][2660/3757] lr: 5.087e-03 eta: 1 day, 0:46:01 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 6.4184 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6291 loss: 2.6291 2022/06/26 13:25:30 - mmengine - INFO - Epoch(train) [90][2680/3757] lr: 5.087e-03 eta: 1 day, 0:45:56 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 6.8039 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4024 loss: 2.4024 2022/06/26 13:25:35 - mmengine - INFO - Epoch(train) [90][2700/3757] lr: 5.087e-03 eta: 1 day, 0:45:51 time: 0.258 data_time: 0.011 memory: 5036 grad_norm: 6.0189 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0828 loss: 2.0828 2022/06/26 13:25:40 - mmengine - INFO - Epoch(train) [90][2720/3757] lr: 5.087e-03 eta: 1 day, 0:45:46 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 6.5317 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.4649 loss: 2.4649 2022/06/26 13:25:46 - mmengine - INFO - Epoch(train) [90][2740/3757] lr: 5.087e-03 eta: 1 day, 0:45:40 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.3044 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.4969 loss: 2.4969 2022/06/26 13:25:51 - mmengine - INFO - Epoch(train) [90][2760/3757] lr: 5.087e-03 eta: 1 day, 0:45:35 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 7.3938 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5779 loss: 2.5779 2022/06/26 13:25:56 - mmengine - INFO - Epoch(train) [90][2780/3757] lr: 5.087e-03 eta: 1 day, 0:45:30 time: 0.258 data_time: 0.012 memory: 5036 grad_norm: 7.5363 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9344 loss: 1.9344 2022/06/26 13:26:02 - mmengine - INFO - Epoch(train) [90][2800/3757] lr: 5.087e-03 eta: 1 day, 0:45:25 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 7.4108 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.3147 loss: 2.3147 2022/06/26 13:26:07 - mmengine - INFO - Epoch(train) [90][2820/3757] lr: 5.087e-03 eta: 1 day, 0:45:20 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.7770 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.3581 loss: 2.3581 2022/06/26 13:26:12 - mmengine - INFO - Epoch(train) [90][2840/3757] lr: 5.087e-03 eta: 1 day, 0:45:14 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 8.1536 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2833 loss: 2.2833 2022/06/26 13:26:18 - mmengine - INFO - Epoch(train) [90][2860/3757] lr: 5.087e-03 eta: 1 day, 0:45:09 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 8.5812 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5651 loss: 2.5651 2022/06/26 13:26:23 - mmengine - INFO - Epoch(train) [90][2880/3757] lr: 5.087e-03 eta: 1 day, 0:45:04 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 7.1236 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.2383 loss: 2.2383 2022/06/26 13:26:28 - mmengine - INFO - Epoch(train) [90][2900/3757] lr: 5.087e-03 eta: 1 day, 0:44:58 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 8.1286 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4327 loss: 2.4327 2022/06/26 13:26:33 - mmengine - INFO - Epoch(train) [90][2920/3757] lr: 5.087e-03 eta: 1 day, 0:44:53 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 6.5188 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4369 loss: 2.4369 2022/06/26 13:26:39 - mmengine - INFO - Epoch(train) [90][2940/3757] lr: 5.087e-03 eta: 1 day, 0:44:48 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 7.7652 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7553 loss: 2.7553 2022/06/26 13:26:44 - mmengine - INFO - Epoch(train) [90][2960/3757] lr: 5.087e-03 eta: 1 day, 0:44:43 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 7.3298 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.4701 loss: 2.4701 2022/06/26 13:26:49 - mmengine - INFO - Epoch(train) [90][2980/3757] lr: 5.087e-03 eta: 1 day, 0:44:37 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.6828 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4395 loss: 2.4395 2022/06/26 13:26:55 - mmengine - INFO - Epoch(train) [90][3000/3757] lr: 5.087e-03 eta: 1 day, 0:44:33 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.4506 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2705 loss: 2.2705 2022/06/26 13:27:00 - mmengine - INFO - Epoch(train) [90][3020/3757] lr: 5.087e-03 eta: 1 day, 0:44:27 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 6.4188 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5288 loss: 2.5288 2022/06/26 13:27:05 - mmengine - INFO - Epoch(train) [90][3040/3757] lr: 5.087e-03 eta: 1 day, 0:44:22 time: 0.255 data_time: 0.002 memory: 5036 grad_norm: 7.6951 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9516 loss: 1.9516 2022/06/26 13:27:11 - mmengine - INFO - Epoch(train) [90][3060/3757] lr: 5.087e-03 eta: 1 day, 0:44:17 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 6.5933 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.4197 loss: 2.4197 2022/06/26 13:27:16 - mmengine - INFO - Epoch(train) [90][3080/3757] lr: 5.087e-03 eta: 1 day, 0:44:11 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 6.4094 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8623 loss: 1.8623 2022/06/26 13:27:21 - mmengine - INFO - Epoch(train) [90][3100/3757] lr: 5.087e-03 eta: 1 day, 0:44:06 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 7.8456 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.2743 loss: 2.2743 2022/06/26 13:27:26 - mmengine - INFO - Epoch(train) [90][3120/3757] lr: 5.087e-03 eta: 1 day, 0:44:01 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 7.5699 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0484 loss: 2.0484 2022/06/26 13:27:32 - mmengine - INFO - Epoch(train) [90][3140/3757] lr: 5.087e-03 eta: 1 day, 0:43:56 time: 0.248 data_time: 0.008 memory: 5036 grad_norm: 7.3788 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5466 loss: 2.5466 2022/06/26 13:27:37 - mmengine - INFO - Epoch(train) [90][3160/3757] lr: 5.087e-03 eta: 1 day, 0:43:50 time: 0.267 data_time: 0.009 memory: 5036 grad_norm: 7.8170 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3557 loss: 2.3557 2022/06/26 13:27:42 - mmengine - INFO - Epoch(train) [90][3180/3757] lr: 5.087e-03 eta: 1 day, 0:43:45 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 6.7277 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6346 loss: 2.6346 2022/06/26 13:27:47 - mmengine - INFO - Epoch(train) [90][3200/3757] lr: 5.087e-03 eta: 1 day, 0:43:40 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.6431 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0903 loss: 2.0903 2022/06/26 13:27:53 - mmengine - INFO - Epoch(train) [90][3220/3757] lr: 5.087e-03 eta: 1 day, 0:43:35 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 6.6270 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.6805 loss: 2.6805 2022/06/26 13:27:58 - mmengine - INFO - Epoch(train) [90][3240/3757] lr: 5.087e-03 eta: 1 day, 0:43:29 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 7.6687 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1800 loss: 2.1800 2022/06/26 13:28:03 - mmengine - INFO - Epoch(train) [90][3260/3757] lr: 5.087e-03 eta: 1 day, 0:43:24 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 6.9948 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3217 loss: 2.3217 2022/06/26 13:28:08 - mmengine - INFO - Epoch(train) [90][3280/3757] lr: 5.087e-03 eta: 1 day, 0:43:18 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 7.4931 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.3590 loss: 2.3590 2022/06/26 13:28:13 - mmengine - INFO - Epoch(train) [90][3300/3757] lr: 5.087e-03 eta: 1 day, 0:43:13 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 7.8115 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.4387 loss: 2.4387 2022/06/26 13:28:19 - mmengine - INFO - Epoch(train) [90][3320/3757] lr: 5.087e-03 eta: 1 day, 0:43:08 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 7.4815 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0016 loss: 2.0016 2022/06/26 13:28:24 - mmengine - INFO - Epoch(train) [90][3340/3757] lr: 5.087e-03 eta: 1 day, 0:43:02 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 7.3379 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.3986 loss: 2.3986 2022/06/26 13:28:29 - mmengine - INFO - Epoch(train) [90][3360/3757] lr: 5.087e-03 eta: 1 day, 0:42:57 time: 0.258 data_time: 0.012 memory: 5036 grad_norm: 6.8051 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.6758 loss: 2.6758 2022/06/26 13:28:34 - mmengine - INFO - Epoch(train) [90][3380/3757] lr: 5.087e-03 eta: 1 day, 0:42:52 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 7.7617 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.5337 loss: 2.5337 2022/06/26 13:28:39 - mmengine - INFO - Epoch(train) [90][3400/3757] lr: 5.087e-03 eta: 1 day, 0:42:46 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 8.5654 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7923 loss: 2.7923 2022/06/26 13:28:45 - mmengine - INFO - Epoch(train) [90][3420/3757] lr: 5.087e-03 eta: 1 day, 0:42:41 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 7.6165 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.3034 loss: 2.3034 2022/06/26 13:28:50 - mmengine - INFO - Epoch(train) [90][3440/3757] lr: 5.087e-03 eta: 1 day, 0:42:36 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 8.8916 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1309 loss: 2.1309 2022/06/26 13:28:55 - mmengine - INFO - Epoch(train) [90][3460/3757] lr: 5.087e-03 eta: 1 day, 0:42:30 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 7.3594 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3991 loss: 2.3991 2022/06/26 13:29:00 - mmengine - INFO - Epoch(train) [90][3480/3757] lr: 5.087e-03 eta: 1 day, 0:42:25 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 7.2825 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5084 loss: 2.5084 2022/06/26 13:29:05 - mmengine - INFO - Epoch(train) [90][3500/3757] lr: 5.087e-03 eta: 1 day, 0:42:20 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 7.0086 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8261 loss: 2.8261 2022/06/26 13:29:11 - mmengine - INFO - Epoch(train) [90][3520/3757] lr: 5.087e-03 eta: 1 day, 0:42:15 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 8.4565 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 2.3349 loss: 2.3349 2022/06/26 13:29:16 - mmengine - INFO - Epoch(train) [90][3540/3757] lr: 5.087e-03 eta: 1 day, 0:42:09 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 7.8728 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6707 loss: 2.6707 2022/06/26 13:29:21 - mmengine - INFO - Epoch(train) [90][3560/3757] lr: 5.087e-03 eta: 1 day, 0:42:04 time: 0.267 data_time: 0.003 memory: 5036 grad_norm: 6.2313 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3858 loss: 2.3858 2022/06/26 13:29:27 - mmengine - INFO - Epoch(train) [90][3580/3757] lr: 5.087e-03 eta: 1 day, 0:41:59 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 7.4078 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0316 loss: 2.0316 2022/06/26 13:29:32 - mmengine - INFO - Epoch(train) [90][3600/3757] lr: 5.087e-03 eta: 1 day, 0:41:54 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 7.3658 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5005 loss: 2.5005 2022/06/26 13:29:37 - mmengine - INFO - Epoch(train) [90][3620/3757] lr: 5.087e-03 eta: 1 day, 0:41:48 time: 0.266 data_time: 0.006 memory: 5036 grad_norm: 7.8046 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4401 loss: 2.4401 2022/06/26 13:29:39 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 13:29:42 - mmengine - INFO - Epoch(train) [90][3640/3757] lr: 5.087e-03 eta: 1 day, 0:41:43 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 7.6312 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.3605 loss: 2.3605 2022/06/26 13:29:47 - mmengine - INFO - Epoch(train) [90][3660/3757] lr: 5.087e-03 eta: 1 day, 0:41:38 time: 0.249 data_time: 0.009 memory: 5036 grad_norm: 7.4796 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2815 loss: 2.2815 2022/06/26 13:29:53 - mmengine - INFO - Epoch(train) [90][3680/3757] lr: 5.087e-03 eta: 1 day, 0:41:32 time: 0.271 data_time: 0.003 memory: 5036 grad_norm: 6.8959 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5989 loss: 2.5989 2022/06/26 13:29:58 - mmengine - INFO - Epoch(train) [90][3700/3757] lr: 5.087e-03 eta: 1 day, 0:41:27 time: 0.251 data_time: 0.007 memory: 5036 grad_norm: 7.3797 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2501 loss: 2.2501 2022/06/26 13:30:03 - mmengine - INFO - Epoch(train) [90][3720/3757] lr: 5.087e-03 eta: 1 day, 0:41:22 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 6.7378 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.2448 loss: 2.2448 2022/06/26 13:30:08 - mmengine - INFO - Epoch(train) [90][3740/3757] lr: 5.087e-03 eta: 1 day, 0:41:17 time: 0.238 data_time: 0.006 memory: 5036 grad_norm: 7.2157 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9832 loss: 1.9832 2022/06/26 13:30:13 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 13:30:13 - mmengine - INFO - Saving checkpoint at 90 epochs 2022/06/26 13:30:26 - mmengine - INFO - Epoch(val) [90][20/310] eta: 0:01:47 time: 0.104 data_time: 0.002 memory: 5036 2022/06/26 13:30:31 - mmengine - INFO - Epoch(val) [90][40/310] eta: 0:01:32 time: 0.103 data_time: 0.002 memory: 1723 2022/06/26 13:30:36 - mmengine - INFO - Epoch(val) [90][60/310] eta: 0:00:26 time: 0.106 data_time: 0.004 memory: 1723 2022/06/26 13:30:40 - mmengine - INFO - Epoch(val) [90][80/310] eta: 0:00:25 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 13:30:47 - mmengine - INFO - Epoch(val) [90][100/310] eta: 0:01:15 time: 0.103 data_time: 0.002 memory: 1723 2022/06/26 13:30:52 - mmengine - INFO - Epoch(val) [90][120/310] eta: 0:01:06 time: 0.104 data_time: 0.002 memory: 1723 2022/06/26 13:30:56 - mmengine - INFO - Epoch(val) [90][140/310] eta: 0:00:21 time: 0.109 data_time: 0.008 memory: 1723 2022/06/26 13:31:01 - mmengine - INFO - Epoch(val) [90][160/310] eta: 0:00:15 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 13:31:08 - mmengine - INFO - Epoch(val) [90][180/310] eta: 0:00:46 time: 0.454 data_time: 0.353 memory: 1723 2022/06/26 13:31:13 - mmengine - INFO - Epoch(val) [90][200/310] eta: 0:00:39 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 13:31:18 - mmengine - INFO - Epoch(val) [90][220/310] eta: 0:00:12 time: 0.112 data_time: 0.005 memory: 1723 2022/06/26 13:31:22 - mmengine - INFO - Epoch(val) [90][240/310] eta: 0:00:07 time: 0.109 data_time: 0.002 memory: 1723 2022/06/26 13:31:29 - mmengine - INFO - Epoch(val) [90][260/310] eta: 0:00:16 time: 0.834 data_time: 0.733 memory: 1723 2022/06/26 13:31:32 - mmengine - INFO - Epoch(val) [90][280/310] eta: 0:00:07 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 13:31:35 - mmengine - INFO - Epoch(val) [90][300/310] eta: 0:00:01 time: 0.107 data_time: 0.006 memory: 1723 2022/06/26 13:31:37 - mmengine - INFO - Epoch(val) [90][310/310] acc/top1: 0.5117 acc/top5: 0.7607 acc/mean1: 0.5117 2022/06/26 13:31:46 - mmengine - INFO - Epoch(train) [91][20/3757] lr: 5.000e-03 eta: 1 day, 0:41:09 time: 0.266 data_time: 0.009 memory: 5036 grad_norm: 7.2055 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.4924 loss: 2.4924 2022/06/26 13:31:52 - mmengine - INFO - Epoch(train) [91][40/3757] lr: 5.000e-03 eta: 1 day, 0:41:04 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 7.1004 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 3.0072 loss: 3.0072 2022/06/26 13:31:57 - mmengine - INFO - Epoch(train) [91][60/3757] lr: 5.000e-03 eta: 1 day, 0:40:59 time: 0.247 data_time: 0.006 memory: 5036 grad_norm: 7.0528 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3011 loss: 2.3011 2022/06/26 13:32:02 - mmengine - INFO - Epoch(train) [91][80/3757] lr: 5.000e-03 eta: 1 day, 0:40:54 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 7.6707 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.3585 loss: 2.3585 2022/06/26 13:32:08 - mmengine - INFO - Epoch(train) [91][100/3757] lr: 5.000e-03 eta: 1 day, 0:40:48 time: 0.265 data_time: 0.006 memory: 5036 grad_norm: 6.8233 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.2793 loss: 2.2793 2022/06/26 13:32:13 - mmengine - INFO - Epoch(train) [91][120/3757] lr: 5.000e-03 eta: 1 day, 0:40:43 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 7.1907 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5469 loss: 2.5469 2022/06/26 13:32:18 - mmengine - INFO - Epoch(train) [91][140/3757] lr: 5.000e-03 eta: 1 day, 0:40:38 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 7.3445 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.6501 loss: 2.6501 2022/06/26 13:32:23 - mmengine - INFO - Epoch(train) [91][160/3757] lr: 5.000e-03 eta: 1 day, 0:40:32 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 6.3057 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2358 loss: 2.2358 2022/06/26 13:32:29 - mmengine - INFO - Epoch(train) [91][180/3757] lr: 5.000e-03 eta: 1 day, 0:40:27 time: 0.270 data_time: 0.008 memory: 5036 grad_norm: 7.0626 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.3237 loss: 2.3237 2022/06/26 13:32:34 - mmengine - INFO - Epoch(train) [91][200/3757] lr: 5.000e-03 eta: 1 day, 0:40:22 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 6.6459 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.4476 loss: 2.4476 2022/06/26 13:32:39 - mmengine - INFO - Epoch(train) [91][220/3757] lr: 5.000e-03 eta: 1 day, 0:40:17 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 7.1435 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3493 loss: 2.3493 2022/06/26 13:32:45 - mmengine - INFO - Epoch(train) [91][240/3757] lr: 5.000e-03 eta: 1 day, 0:40:11 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 7.2442 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.4554 loss: 2.4554 2022/06/26 13:32:50 - mmengine - INFO - Epoch(train) [91][260/3757] lr: 5.000e-03 eta: 1 day, 0:40:06 time: 0.266 data_time: 0.006 memory: 5036 grad_norm: 7.1518 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.0555 loss: 2.0555 2022/06/26 13:32:55 - mmengine - INFO - Epoch(train) [91][280/3757] lr: 5.000e-03 eta: 1 day, 0:40:01 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 7.2958 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 2.2939 loss: 2.2939 2022/06/26 13:33:00 - mmengine - INFO - Epoch(train) [91][300/3757] lr: 5.000e-03 eta: 1 day, 0:39:56 time: 0.273 data_time: 0.003 memory: 5036 grad_norm: 8.1232 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4504 loss: 2.4504 2022/06/26 13:33:06 - mmengine - INFO - Epoch(train) [91][320/3757] lr: 5.000e-03 eta: 1 day, 0:39:50 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 6.5724 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4292 loss: 2.4292 2022/06/26 13:33:11 - mmengine - INFO - Epoch(train) [91][340/3757] lr: 5.000e-03 eta: 1 day, 0:39:45 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 6.0543 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0129 loss: 2.0129 2022/06/26 13:33:16 - mmengine - INFO - Epoch(train) [91][360/3757] lr: 5.000e-03 eta: 1 day, 0:39:40 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 7.3804 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7087 loss: 2.7087 2022/06/26 13:33:22 - mmengine - INFO - Epoch(train) [91][380/3757] lr: 5.000e-03 eta: 1 day, 0:39:35 time: 0.264 data_time: 0.004 memory: 5036 grad_norm: 6.3591 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5739 loss: 2.5739 2022/06/26 13:33:27 - mmengine - INFO - Epoch(train) [91][400/3757] lr: 5.000e-03 eta: 1 day, 0:39:29 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 7.9506 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.8387 loss: 1.8387 2022/06/26 13:33:32 - mmengine - INFO - Epoch(train) [91][420/3757] lr: 5.000e-03 eta: 1 day, 0:39:24 time: 0.261 data_time: 0.020 memory: 5036 grad_norm: 7.1689 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.8508 loss: 2.8508 2022/06/26 13:33:37 - mmengine - INFO - Epoch(train) [91][440/3757] lr: 5.000e-03 eta: 1 day, 0:39:19 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 7.9314 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7545 loss: 2.7545 2022/06/26 13:33:43 - mmengine - INFO - Epoch(train) [91][460/3757] lr: 5.000e-03 eta: 1 day, 0:39:14 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 6.6159 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.4410 loss: 2.4410 2022/06/26 13:33:48 - mmengine - INFO - Epoch(train) [91][480/3757] lr: 5.000e-03 eta: 1 day, 0:39:08 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 7.0469 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.3541 loss: 2.3541 2022/06/26 13:33:53 - mmengine - INFO - Epoch(train) [91][500/3757] lr: 5.000e-03 eta: 1 day, 0:39:03 time: 0.274 data_time: 0.034 memory: 5036 grad_norm: 7.3814 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.0305 loss: 2.0305 2022/06/26 13:33:59 - mmengine - INFO - Epoch(train) [91][520/3757] lr: 5.000e-03 eta: 1 day, 0:38:58 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 7.6401 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4714 loss: 2.4714 2022/06/26 13:34:04 - mmengine - INFO - Epoch(train) [91][540/3757] lr: 5.000e-03 eta: 1 day, 0:38:53 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 7.4219 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1579 loss: 2.1579 2022/06/26 13:34:09 - mmengine - INFO - Epoch(train) [91][560/3757] lr: 5.000e-03 eta: 1 day, 0:38:48 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 7.3401 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2654 loss: 2.2654 2022/06/26 13:34:15 - mmengine - INFO - Epoch(train) [91][580/3757] lr: 5.000e-03 eta: 1 day, 0:38:43 time: 0.274 data_time: 0.033 memory: 5036 grad_norm: 7.9323 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.3099 loss: 2.3099 2022/06/26 13:34:20 - mmengine - INFO - Epoch(train) [91][600/3757] lr: 5.000e-03 eta: 1 day, 0:38:37 time: 0.301 data_time: 0.003 memory: 5036 grad_norm: 6.7860 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3194 loss: 2.3194 2022/06/26 13:34:25 - mmengine - INFO - Epoch(train) [91][620/3757] lr: 5.000e-03 eta: 1 day, 0:38:32 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 6.6174 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 3.1143 loss: 3.1143 2022/06/26 13:34:31 - mmengine - INFO - Epoch(train) [91][640/3757] lr: 5.000e-03 eta: 1 day, 0:38:27 time: 0.256 data_time: 0.012 memory: 5036 grad_norm: 7.4235 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.7511 loss: 2.7511 2022/06/26 13:34:36 - mmengine - INFO - Epoch(train) [91][660/3757] lr: 5.000e-03 eta: 1 day, 0:38:22 time: 0.250 data_time: 0.009 memory: 5036 grad_norm: 6.5818 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.8095 loss: 2.8095 2022/06/26 13:34:41 - mmengine - INFO - Epoch(train) [91][680/3757] lr: 5.000e-03 eta: 1 day, 0:38:16 time: 0.253 data_time: 0.008 memory: 5036 grad_norm: 6.9291 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1132 loss: 2.1132 2022/06/26 13:34:46 - mmengine - INFO - Epoch(train) [91][700/3757] lr: 5.000e-03 eta: 1 day, 0:38:11 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 7.3966 top1_acc: 0.0000 top5_acc: 0.6250 loss_cls: 2.5074 loss: 2.5074 2022/06/26 13:34:51 - mmengine - INFO - Epoch(train) [91][720/3757] lr: 5.000e-03 eta: 1 day, 0:38:06 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 7.1626 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4404 loss: 2.4404 2022/06/26 13:34:57 - mmengine - INFO - Epoch(train) [91][740/3757] lr: 5.000e-03 eta: 1 day, 0:38:00 time: 0.250 data_time: 0.008 memory: 5036 grad_norm: 6.2870 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5816 loss: 2.5816 2022/06/26 13:35:02 - mmengine - INFO - Epoch(train) [91][760/3757] lr: 5.000e-03 eta: 1 day, 0:37:55 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 6.0958 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2533 loss: 2.2533 2022/06/26 13:35:07 - mmengine - INFO - Epoch(train) [91][780/3757] lr: 5.000e-03 eta: 1 day, 0:37:50 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 8.6377 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.2755 loss: 2.2755 2022/06/26 13:35:12 - mmengine - INFO - Epoch(train) [91][800/3757] lr: 5.000e-03 eta: 1 day, 0:37:44 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 7.1813 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5487 loss: 2.5487 2022/06/26 13:35:17 - mmengine - INFO - Epoch(train) [91][820/3757] lr: 5.000e-03 eta: 1 day, 0:37:39 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 8.4578 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5414 loss: 2.5414 2022/06/26 13:35:23 - mmengine - INFO - Epoch(train) [91][840/3757] lr: 5.000e-03 eta: 1 day, 0:37:34 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 7.2545 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1543 loss: 2.1543 2022/06/26 13:35:28 - mmengine - INFO - Epoch(train) [91][860/3757] lr: 5.000e-03 eta: 1 day, 0:37:29 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 6.7999 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1951 loss: 2.1951 2022/06/26 13:35:31 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 13:35:34 - mmengine - INFO - Epoch(train) [91][880/3757] lr: 5.000e-03 eta: 1 day, 0:37:23 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 7.3154 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2569 loss: 2.2569 2022/06/26 13:35:39 - mmengine - INFO - Epoch(train) [91][900/3757] lr: 5.000e-03 eta: 1 day, 0:37:18 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 7.1719 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.5439 loss: 2.5439 2022/06/26 13:35:44 - mmengine - INFO - Epoch(train) [91][920/3757] lr: 5.000e-03 eta: 1 day, 0:37:13 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 7.3337 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.2907 loss: 2.2907 2022/06/26 13:35:49 - mmengine - INFO - Epoch(train) [91][940/3757] lr: 5.000e-03 eta: 1 day, 0:37:07 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 6.3953 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2413 loss: 2.2413 2022/06/26 13:35:55 - mmengine - INFO - Epoch(train) [91][960/3757] lr: 5.000e-03 eta: 1 day, 0:37:02 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 6.7721 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4998 loss: 2.4998 2022/06/26 13:36:00 - mmengine - INFO - Epoch(train) [91][980/3757] lr: 5.000e-03 eta: 1 day, 0:36:57 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 8.2850 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7487 loss: 1.7487 2022/06/26 13:36:05 - mmengine - INFO - Epoch(train) [91][1000/3757] lr: 5.000e-03 eta: 1 day, 0:36:52 time: 0.251 data_time: 0.009 memory: 5036 grad_norm: 7.7617 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.7233 loss: 2.7233 2022/06/26 13:36:11 - mmengine - INFO - Epoch(train) [91][1020/3757] lr: 5.000e-03 eta: 1 day, 0:36:47 time: 0.586 data_time: 0.003 memory: 5036 grad_norm: 7.0428 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4120 loss: 2.4120 2022/06/26 13:36:16 - mmengine - INFO - Epoch(train) [91][1040/3757] lr: 5.000e-03 eta: 1 day, 0:36:41 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 7.0726 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.4983 loss: 2.4983 2022/06/26 13:36:21 - mmengine - INFO - Epoch(train) [91][1060/3757] lr: 5.000e-03 eta: 1 day, 0:36:36 time: 0.257 data_time: 0.016 memory: 5036 grad_norm: 7.2111 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2183 loss: 2.2183 2022/06/26 13:36:26 - mmengine - INFO - Epoch(train) [91][1080/3757] lr: 5.000e-03 eta: 1 day, 0:36:31 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 6.1510 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.3155 loss: 2.3155 2022/06/26 13:36:32 - mmengine - INFO - Epoch(train) [91][1100/3757] lr: 5.000e-03 eta: 1 day, 0:36:26 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 6.5088 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.5155 loss: 2.5155 2022/06/26 13:36:37 - mmengine - INFO - Epoch(train) [91][1120/3757] lr: 5.000e-03 eta: 1 day, 0:36:20 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 7.4866 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4811 loss: 2.4811 2022/06/26 13:36:42 - mmengine - INFO - Epoch(train) [91][1140/3757] lr: 5.000e-03 eta: 1 day, 0:36:15 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 7.8799 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.3140 loss: 2.3140 2022/06/26 13:36:47 - mmengine - INFO - Epoch(train) [91][1160/3757] lr: 5.000e-03 eta: 1 day, 0:36:10 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 8.2122 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.7519 loss: 2.7519 2022/06/26 13:36:53 - mmengine - INFO - Epoch(train) [91][1180/3757] lr: 5.000e-03 eta: 1 day, 0:36:04 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 7.6852 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4553 loss: 2.4553 2022/06/26 13:36:58 - mmengine - INFO - Epoch(train) [91][1200/3757] lr: 5.000e-03 eta: 1 day, 0:35:59 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 8.8392 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.0628 loss: 2.0628 2022/06/26 13:37:03 - mmengine - INFO - Epoch(train) [91][1220/3757] lr: 5.000e-03 eta: 1 day, 0:35:54 time: 0.262 data_time: 0.014 memory: 5036 grad_norm: 7.2236 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.4889 loss: 2.4889 2022/06/26 13:37:08 - mmengine - INFO - Epoch(train) [91][1240/3757] lr: 5.000e-03 eta: 1 day, 0:35:48 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 6.8314 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4074 loss: 2.4074 2022/06/26 13:37:13 - mmengine - INFO - Epoch(train) [91][1260/3757] lr: 5.000e-03 eta: 1 day, 0:35:43 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 7.7648 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.4584 loss: 2.4584 2022/06/26 13:37:19 - mmengine - INFO - Epoch(train) [91][1280/3757] lr: 5.000e-03 eta: 1 day, 0:35:38 time: 0.255 data_time: 0.010 memory: 5036 grad_norm: 8.1480 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.3823 loss: 2.3823 2022/06/26 13:37:24 - mmengine - INFO - Epoch(train) [91][1300/3757] lr: 5.000e-03 eta: 1 day, 0:35:33 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 7.4342 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3016 loss: 2.3016 2022/06/26 13:37:29 - mmengine - INFO - Epoch(train) [91][1320/3757] lr: 5.000e-03 eta: 1 day, 0:35:27 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 8.1250 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2953 loss: 2.2953 2022/06/26 13:37:34 - mmengine - INFO - Epoch(train) [91][1340/3757] lr: 5.000e-03 eta: 1 day, 0:35:22 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 7.0801 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2346 loss: 2.2346 2022/06/26 13:37:40 - mmengine - INFO - Epoch(train) [91][1360/3757] lr: 5.000e-03 eta: 1 day, 0:35:17 time: 0.277 data_time: 0.006 memory: 5036 grad_norm: 8.0346 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.1497 loss: 2.1497 2022/06/26 13:37:45 - mmengine - INFO - Epoch(train) [91][1380/3757] lr: 5.000e-03 eta: 1 day, 0:35:12 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 7.7782 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6067 loss: 2.6067 2022/06/26 13:37:50 - mmengine - INFO - Epoch(train) [91][1400/3757] lr: 5.000e-03 eta: 1 day, 0:35:06 time: 0.250 data_time: 0.010 memory: 5036 grad_norm: 6.6847 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5183 loss: 2.5183 2022/06/26 13:37:55 - mmengine - INFO - Epoch(train) [91][1420/3757] lr: 5.000e-03 eta: 1 day, 0:35:01 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 6.1903 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.1315 loss: 2.1315 2022/06/26 13:38:01 - mmengine - INFO - Epoch(train) [91][1440/3757] lr: 5.000e-03 eta: 1 day, 0:34:56 time: 0.467 data_time: 0.006 memory: 5036 grad_norm: 6.5165 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.6845 loss: 2.6845 2022/06/26 13:38:06 - mmengine - INFO - Epoch(train) [91][1460/3757] lr: 5.000e-03 eta: 1 day, 0:34:50 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.3170 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7951 loss: 2.7951 2022/06/26 13:38:11 - mmengine - INFO - Epoch(train) [91][1480/3757] lr: 5.000e-03 eta: 1 day, 0:34:45 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 6.7474 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.8446 loss: 1.8446 2022/06/26 13:38:16 - mmengine - INFO - Epoch(train) [91][1500/3757] lr: 5.000e-03 eta: 1 day, 0:34:40 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 7.5593 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.2450 loss: 2.2450 2022/06/26 13:38:22 - mmengine - INFO - Epoch(train) [91][1520/3757] lr: 5.000e-03 eta: 1 day, 0:34:34 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 7.8045 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.4440 loss: 2.4440 2022/06/26 13:38:27 - mmengine - INFO - Epoch(train) [91][1540/3757] lr: 5.000e-03 eta: 1 day, 0:34:29 time: 0.259 data_time: 0.009 memory: 5036 grad_norm: 7.0559 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9486 loss: 1.9486 2022/06/26 13:38:32 - mmengine - INFO - Epoch(train) [91][1560/3757] lr: 5.000e-03 eta: 1 day, 0:34:24 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 6.5655 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.3483 loss: 2.3483 2022/06/26 13:38:37 - mmengine - INFO - Epoch(train) [91][1580/3757] lr: 5.000e-03 eta: 1 day, 0:34:18 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 5.6665 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.0938 loss: 2.0938 2022/06/26 13:38:43 - mmengine - INFO - Epoch(train) [91][1600/3757] lr: 5.000e-03 eta: 1 day, 0:34:13 time: 0.260 data_time: 0.009 memory: 5036 grad_norm: 7.5224 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.7946 loss: 2.7946 2022/06/26 13:38:48 - mmengine - INFO - Epoch(train) [91][1620/3757] lr: 5.000e-03 eta: 1 day, 0:34:08 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 7.8706 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5958 loss: 2.5958 2022/06/26 13:38:53 - mmengine - INFO - Epoch(train) [91][1640/3757] lr: 5.000e-03 eta: 1 day, 0:34:03 time: 0.260 data_time: 0.013 memory: 5036 grad_norm: 6.7603 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3923 loss: 2.3923 2022/06/26 13:38:58 - mmengine - INFO - Epoch(train) [91][1660/3757] lr: 5.000e-03 eta: 1 day, 0:33:57 time: 0.277 data_time: 0.006 memory: 5036 grad_norm: 7.6660 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9656 loss: 1.9656 2022/06/26 13:39:04 - mmengine - INFO - Epoch(train) [91][1680/3757] lr: 5.000e-03 eta: 1 day, 0:33:52 time: 0.264 data_time: 0.020 memory: 5036 grad_norm: 6.8764 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.6086 loss: 2.6086 2022/06/26 13:39:09 - mmengine - INFO - Epoch(train) [91][1700/3757] lr: 5.000e-03 eta: 1 day, 0:33:47 time: 0.257 data_time: 0.013 memory: 5036 grad_norm: 7.6803 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2492 loss: 2.2492 2022/06/26 13:39:14 - mmengine - INFO - Epoch(train) [91][1720/3757] lr: 5.000e-03 eta: 1 day, 0:33:41 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 7.9256 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.1569 loss: 2.1569 2022/06/26 13:39:19 - mmengine - INFO - Epoch(train) [91][1740/3757] lr: 5.000e-03 eta: 1 day, 0:33:36 time: 0.278 data_time: 0.006 memory: 5036 grad_norm: 7.8976 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.6229 loss: 2.6229 2022/06/26 13:39:24 - mmengine - INFO - Epoch(train) [91][1760/3757] lr: 5.000e-03 eta: 1 day, 0:33:31 time: 0.250 data_time: 0.009 memory: 5036 grad_norm: 7.2444 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1690 loss: 2.1690 2022/06/26 13:39:30 - mmengine - INFO - Epoch(train) [91][1780/3757] lr: 5.000e-03 eta: 1 day, 0:33:26 time: 0.260 data_time: 0.009 memory: 5036 grad_norm: 6.9796 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3761 loss: 2.3761 2022/06/26 13:39:35 - mmengine - INFO - Epoch(train) [91][1800/3757] lr: 5.000e-03 eta: 1 day, 0:33:21 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 7.6740 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.2601 loss: 2.2601 2022/06/26 13:39:41 - mmengine - INFO - Epoch(train) [91][1820/3757] lr: 5.000e-03 eta: 1 day, 0:33:15 time: 0.272 data_time: 0.003 memory: 5036 grad_norm: 7.4657 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1858 loss: 2.1858 2022/06/26 13:39:46 - mmengine - INFO - Epoch(train) [91][1840/3757] lr: 5.000e-03 eta: 1 day, 0:33:10 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 7.2859 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.3330 loss: 2.3330 2022/06/26 13:39:51 - mmengine - INFO - Epoch(train) [91][1860/3757] lr: 5.000e-03 eta: 1 day, 0:33:05 time: 0.449 data_time: 0.003 memory: 5036 grad_norm: 7.0345 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5704 loss: 2.5704 2022/06/26 13:39:54 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 13:39:56 - mmengine - INFO - Epoch(train) [91][1880/3757] lr: 5.000e-03 eta: 1 day, 0:33:00 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 7.0429 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4214 loss: 2.4214 2022/06/26 13:40:02 - mmengine - INFO - Epoch(train) [91][1900/3757] lr: 5.000e-03 eta: 1 day, 0:32:54 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 7.3374 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.2362 loss: 2.2362 2022/06/26 13:40:07 - mmengine - INFO - Epoch(train) [91][1920/3757] lr: 5.000e-03 eta: 1 day, 0:32:49 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 7.3687 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.8286 loss: 2.8286 2022/06/26 13:40:12 - mmengine - INFO - Epoch(train) [91][1940/3757] lr: 5.000e-03 eta: 1 day, 0:32:44 time: 0.259 data_time: 0.010 memory: 5036 grad_norm: 5.8552 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.0249 loss: 2.0249 2022/06/26 13:40:17 - mmengine - INFO - Epoch(train) [91][1960/3757] lr: 5.000e-03 eta: 1 day, 0:32:39 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 8.8043 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1421 loss: 2.1421 2022/06/26 13:40:23 - mmengine - INFO - Epoch(train) [91][1980/3757] lr: 5.000e-03 eta: 1 day, 0:32:33 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 6.9205 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2339 loss: 2.2339 2022/06/26 13:40:28 - mmengine - INFO - Epoch(train) [91][2000/3757] lr: 5.000e-03 eta: 1 day, 0:32:28 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 8.0527 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.5264 loss: 2.5264 2022/06/26 13:40:33 - mmengine - INFO - Epoch(train) [91][2020/3757] lr: 5.000e-03 eta: 1 day, 0:32:22 time: 0.260 data_time: 0.009 memory: 5036 grad_norm: 8.0685 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.3539 loss: 2.3539 2022/06/26 13:40:38 - mmengine - INFO - Epoch(train) [91][2040/3757] lr: 5.000e-03 eta: 1 day, 0:32:17 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 7.9476 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6015 loss: 2.6015 2022/06/26 13:40:43 - mmengine - INFO - Epoch(train) [91][2060/3757] lr: 5.000e-03 eta: 1 day, 0:32:12 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 7.6063 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3662 loss: 2.3662 2022/06/26 13:40:48 - mmengine - INFO - Epoch(train) [91][2080/3757] lr: 5.000e-03 eta: 1 day, 0:32:06 time: 0.255 data_time: 0.004 memory: 5036 grad_norm: 7.2448 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3160 loss: 2.3160 2022/06/26 13:40:54 - mmengine - INFO - Epoch(train) [91][2100/3757] lr: 5.000e-03 eta: 1 day, 0:32:01 time: 0.270 data_time: 0.011 memory: 5036 grad_norm: 8.5601 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.5691 loss: 2.5691 2022/06/26 13:40:59 - mmengine - INFO - Epoch(train) [91][2120/3757] lr: 5.000e-03 eta: 1 day, 0:31:56 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 7.1092 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3059 loss: 2.3059 2022/06/26 13:41:04 - mmengine - INFO - Epoch(train) [91][2140/3757] lr: 5.000e-03 eta: 1 day, 0:31:50 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 7.9612 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.4938 loss: 2.4938 2022/06/26 13:41:10 - mmengine - INFO - Epoch(train) [91][2160/3757] lr: 5.000e-03 eta: 1 day, 0:31:45 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 7.1728 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5831 loss: 2.5831 2022/06/26 13:41:15 - mmengine - INFO - Epoch(train) [91][2180/3757] lr: 5.000e-03 eta: 1 day, 0:31:40 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 6.7644 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.4167 loss: 2.4167 2022/06/26 13:41:20 - mmengine - INFO - Epoch(train) [91][2200/3757] lr: 5.000e-03 eta: 1 day, 0:31:35 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 7.4868 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8541 loss: 2.8541 2022/06/26 13:41:25 - mmengine - INFO - Epoch(train) [91][2220/3757] lr: 5.000e-03 eta: 1 day, 0:31:29 time: 0.250 data_time: 0.008 memory: 5036 grad_norm: 9.2812 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.3986 loss: 2.3986 2022/06/26 13:41:30 - mmengine - INFO - Epoch(train) [91][2240/3757] lr: 5.000e-03 eta: 1 day, 0:31:24 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 6.4307 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9989 loss: 1.9989 2022/06/26 13:41:35 - mmengine - INFO - Epoch(train) [91][2260/3757] lr: 5.000e-03 eta: 1 day, 0:31:19 time: 0.256 data_time: 0.011 memory: 5036 grad_norm: 6.1143 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4174 loss: 2.4174 2022/06/26 13:41:41 - mmengine - INFO - Epoch(train) [91][2280/3757] lr: 5.000e-03 eta: 1 day, 0:31:13 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 6.6329 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2432 loss: 2.2432 2022/06/26 13:41:46 - mmengine - INFO - Epoch(train) [91][2300/3757] lr: 5.000e-03 eta: 1 day, 0:31:08 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 7.1960 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.3769 loss: 2.3769 2022/06/26 13:41:51 - mmengine - INFO - Epoch(train) [91][2320/3757] lr: 5.000e-03 eta: 1 day, 0:31:03 time: 0.331 data_time: 0.067 memory: 5036 grad_norm: 7.3835 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 2.3242 loss: 2.3242 2022/06/26 13:41:57 - mmengine - INFO - Epoch(train) [91][2340/3757] lr: 5.000e-03 eta: 1 day, 0:30:58 time: 0.259 data_time: 0.010 memory: 5036 grad_norm: 7.0662 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.6554 loss: 2.6554 2022/06/26 13:42:02 - mmengine - INFO - Epoch(train) [91][2360/3757] lr: 5.000e-03 eta: 1 day, 0:30:52 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 7.9016 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.3193 loss: 2.3193 2022/06/26 13:42:07 - mmengine - INFO - Epoch(train) [91][2380/3757] lr: 5.000e-03 eta: 1 day, 0:30:47 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 6.8321 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3605 loss: 2.3605 2022/06/26 13:42:12 - mmengine - INFO - Epoch(train) [91][2400/3757] lr: 5.000e-03 eta: 1 day, 0:30:42 time: 0.264 data_time: 0.006 memory: 5036 grad_norm: 7.4487 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.1636 loss: 2.1636 2022/06/26 13:42:17 - mmengine - INFO - Epoch(train) [91][2420/3757] lr: 5.000e-03 eta: 1 day, 0:30:36 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 7.2073 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.6673 loss: 2.6673 2022/06/26 13:42:23 - mmengine - INFO - Epoch(train) [91][2440/3757] lr: 5.000e-03 eta: 1 day, 0:30:31 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 7.0820 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5105 loss: 2.5105 2022/06/26 13:42:28 - mmengine - INFO - Epoch(train) [91][2460/3757] lr: 5.000e-03 eta: 1 day, 0:30:26 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 6.6927 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.5744 loss: 2.5744 2022/06/26 13:42:33 - mmengine - INFO - Epoch(train) [91][2480/3757] lr: 5.000e-03 eta: 1 day, 0:30:20 time: 0.276 data_time: 0.006 memory: 5036 grad_norm: 7.0351 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1482 loss: 2.1482 2022/06/26 13:42:38 - mmengine - INFO - Epoch(train) [91][2500/3757] lr: 5.000e-03 eta: 1 day, 0:30:15 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 6.5354 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4424 loss: 2.4424 2022/06/26 13:42:44 - mmengine - INFO - Epoch(train) [91][2520/3757] lr: 5.000e-03 eta: 1 day, 0:30:10 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 6.5552 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3633 loss: 2.3633 2022/06/26 13:42:49 - mmengine - INFO - Epoch(train) [91][2540/3757] lr: 5.000e-03 eta: 1 day, 0:30:04 time: 0.264 data_time: 0.006 memory: 5036 grad_norm: 6.7971 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4775 loss: 2.4775 2022/06/26 13:42:54 - mmengine - INFO - Epoch(train) [91][2560/3757] lr: 5.000e-03 eta: 1 day, 0:29:59 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 7.4922 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.7142 loss: 2.7142 2022/06/26 13:42:59 - mmengine - INFO - Epoch(train) [91][2580/3757] lr: 5.000e-03 eta: 1 day, 0:29:54 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 6.7628 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.3018 loss: 2.3018 2022/06/26 13:43:05 - mmengine - INFO - Epoch(train) [91][2600/3757] lr: 5.000e-03 eta: 1 day, 0:29:49 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 6.7614 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.2890 loss: 2.2890 2022/06/26 13:43:10 - mmengine - INFO - Epoch(train) [91][2620/3757] lr: 5.000e-03 eta: 1 day, 0:29:44 time: 0.259 data_time: 0.008 memory: 5036 grad_norm: 8.4444 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9916 loss: 1.9916 2022/06/26 13:43:15 - mmengine - INFO - Epoch(train) [91][2640/3757] lr: 5.000e-03 eta: 1 day, 0:29:38 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 7.2407 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4009 loss: 2.4009 2022/06/26 13:43:20 - mmengine - INFO - Epoch(train) [91][2660/3757] lr: 5.000e-03 eta: 1 day, 0:29:33 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 8.0781 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1577 loss: 2.1577 2022/06/26 13:43:26 - mmengine - INFO - Epoch(train) [91][2680/3757] lr: 5.000e-03 eta: 1 day, 0:29:28 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 7.1512 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.7221 loss: 2.7221 2022/06/26 13:43:31 - mmengine - INFO - Epoch(train) [91][2700/3757] lr: 5.000e-03 eta: 1 day, 0:29:22 time: 0.264 data_time: 0.006 memory: 5036 grad_norm: 6.1000 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.6714 loss: 2.6714 2022/06/26 13:43:36 - mmengine - INFO - Epoch(train) [91][2720/3757] lr: 5.000e-03 eta: 1 day, 0:29:17 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 6.7550 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5846 loss: 2.5846 2022/06/26 13:43:42 - mmengine - INFO - Epoch(train) [91][2740/3757] lr: 5.000e-03 eta: 1 day, 0:29:12 time: 0.268 data_time: 0.008 memory: 5036 grad_norm: 6.7599 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.3686 loss: 2.3686 2022/06/26 13:43:47 - mmengine - INFO - Epoch(train) [91][2760/3757] lr: 5.000e-03 eta: 1 day, 0:29:07 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 7.4317 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.3006 loss: 2.3006 2022/06/26 13:43:52 - mmengine - INFO - Epoch(train) [91][2780/3757] lr: 5.000e-03 eta: 1 day, 0:29:01 time: 0.255 data_time: 0.011 memory: 5036 grad_norm: 6.9775 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6345 loss: 2.6345 2022/06/26 13:43:57 - mmengine - INFO - Epoch(train) [91][2800/3757] lr: 5.000e-03 eta: 1 day, 0:28:56 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 7.4760 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4160 loss: 2.4160 2022/06/26 13:44:02 - mmengine - INFO - Epoch(train) [91][2820/3757] lr: 5.000e-03 eta: 1 day, 0:28:51 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 7.9729 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.5418 loss: 2.5418 2022/06/26 13:44:08 - mmengine - INFO - Epoch(train) [91][2840/3757] lr: 5.000e-03 eta: 1 day, 0:28:45 time: 0.259 data_time: 0.004 memory: 5036 grad_norm: 7.9969 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.3702 loss: 2.3702 2022/06/26 13:44:13 - mmengine - INFO - Epoch(train) [91][2860/3757] lr: 5.000e-03 eta: 1 day, 0:28:40 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 7.2987 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7030 loss: 2.7030 2022/06/26 13:44:16 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 13:44:18 - mmengine - INFO - Epoch(train) [91][2880/3757] lr: 5.000e-03 eta: 1 day, 0:28:35 time: 0.260 data_time: 0.019 memory: 5036 grad_norm: 7.9392 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.9768 loss: 2.9768 2022/06/26 13:44:23 - mmengine - INFO - Epoch(train) [91][2900/3757] lr: 5.000e-03 eta: 1 day, 0:28:29 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 7.4960 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5087 loss: 2.5087 2022/06/26 13:44:29 - mmengine - INFO - Epoch(train) [91][2920/3757] lr: 5.000e-03 eta: 1 day, 0:28:24 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 7.2560 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6097 loss: 2.6097 2022/06/26 13:44:34 - mmengine - INFO - Epoch(train) [91][2940/3757] lr: 5.000e-03 eta: 1 day, 0:28:19 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 7.4062 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.6971 loss: 2.6971 2022/06/26 13:44:39 - mmengine - INFO - Epoch(train) [91][2960/3757] lr: 5.000e-03 eta: 1 day, 0:28:14 time: 0.263 data_time: 0.011 memory: 5036 grad_norm: 7.8438 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.6365 loss: 2.6365 2022/06/26 13:44:44 - mmengine - INFO - Epoch(train) [91][2980/3757] lr: 5.000e-03 eta: 1 day, 0:28:08 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 7.3155 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.7448 loss: 2.7448 2022/06/26 13:44:49 - mmengine - INFO - Epoch(train) [91][3000/3757] lr: 5.000e-03 eta: 1 day, 0:28:03 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 7.4407 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2825 loss: 2.2825 2022/06/26 13:44:55 - mmengine - INFO - Epoch(train) [91][3020/3757] lr: 5.000e-03 eta: 1 day, 0:27:58 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 7.0914 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3383 loss: 2.3383 2022/06/26 13:45:00 - mmengine - INFO - Epoch(train) [91][3040/3757] lr: 5.000e-03 eta: 1 day, 0:27:52 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 7.0860 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2516 loss: 2.2516 2022/06/26 13:45:05 - mmengine - INFO - Epoch(train) [91][3060/3757] lr: 5.000e-03 eta: 1 day, 0:27:47 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 6.0008 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.0605 loss: 2.0605 2022/06/26 13:45:10 - mmengine - INFO - Epoch(train) [91][3080/3757] lr: 5.000e-03 eta: 1 day, 0:27:42 time: 0.252 data_time: 0.012 memory: 5036 grad_norm: 6.6997 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.6394 loss: 2.6394 2022/06/26 13:45:16 - mmengine - INFO - Epoch(train) [91][3100/3757] lr: 5.000e-03 eta: 1 day, 0:27:37 time: 0.252 data_time: 0.012 memory: 5036 grad_norm: 7.1459 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.3003 loss: 2.3003 2022/06/26 13:45:21 - mmengine - INFO - Epoch(train) [91][3120/3757] lr: 5.000e-03 eta: 1 day, 0:27:31 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 7.1501 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6066 loss: 2.6066 2022/06/26 13:45:26 - mmengine - INFO - Epoch(train) [91][3140/3757] lr: 5.000e-03 eta: 1 day, 0:27:26 time: 0.247 data_time: 0.004 memory: 5036 grad_norm: 6.9938 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.9910 loss: 1.9910 2022/06/26 13:45:31 - mmengine - INFO - Epoch(train) [91][3160/3757] lr: 5.000e-03 eta: 1 day, 0:27:21 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 7.8475 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.4693 loss: 2.4693 2022/06/26 13:45:37 - mmengine - INFO - Epoch(train) [91][3180/3757] lr: 5.000e-03 eta: 1 day, 0:27:15 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 8.7256 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.5461 loss: 2.5461 2022/06/26 13:45:42 - mmengine - INFO - Epoch(train) [91][3200/3757] lr: 5.000e-03 eta: 1 day, 0:27:10 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 6.7311 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5326 loss: 2.5326 2022/06/26 13:45:47 - mmengine - INFO - Epoch(train) [91][3220/3757] lr: 5.000e-03 eta: 1 day, 0:27:05 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 6.6429 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.7463 loss: 2.7463 2022/06/26 13:45:53 - mmengine - INFO - Epoch(train) [91][3240/3757] lr: 5.000e-03 eta: 1 day, 0:27:00 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 7.6704 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3929 loss: 2.3929 2022/06/26 13:45:58 - mmengine - INFO - Epoch(train) [91][3260/3757] lr: 5.000e-03 eta: 1 day, 0:26:54 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 7.8052 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6770 loss: 2.6770 2022/06/26 13:46:03 - mmengine - INFO - Epoch(train) [91][3280/3757] lr: 5.000e-03 eta: 1 day, 0:26:49 time: 0.251 data_time: 0.008 memory: 5036 grad_norm: 7.9053 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.4268 loss: 2.4268 2022/06/26 13:46:08 - mmengine - INFO - Epoch(train) [91][3300/3757] lr: 5.000e-03 eta: 1 day, 0:26:44 time: 0.266 data_time: 0.003 memory: 5036 grad_norm: 8.0218 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5009 loss: 2.5009 2022/06/26 13:46:14 - mmengine - INFO - Epoch(train) [91][3320/3757] lr: 5.000e-03 eta: 1 day, 0:26:39 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 6.9608 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2488 loss: 2.2488 2022/06/26 13:46:19 - mmengine - INFO - Epoch(train) [91][3340/3757] lr: 5.000e-03 eta: 1 day, 0:26:33 time: 0.264 data_time: 0.009 memory: 5036 grad_norm: 8.5715 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.3070 loss: 2.3070 2022/06/26 13:46:24 - mmengine - INFO - Epoch(train) [91][3360/3757] lr: 5.000e-03 eta: 1 day, 0:26:28 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 6.7719 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1043 loss: 2.1043 2022/06/26 13:46:29 - mmengine - INFO - Epoch(train) [91][3380/3757] lr: 5.000e-03 eta: 1 day, 0:26:23 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 6.8877 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2253 loss: 2.2253 2022/06/26 13:46:35 - mmengine - INFO - Epoch(train) [91][3400/3757] lr: 5.000e-03 eta: 1 day, 0:26:18 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 7.3486 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8257 loss: 2.8257 2022/06/26 13:46:40 - mmengine - INFO - Epoch(train) [91][3420/3757] lr: 5.000e-03 eta: 1 day, 0:26:13 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 6.9244 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6379 loss: 2.6379 2022/06/26 13:46:45 - mmengine - INFO - Epoch(train) [91][3440/3757] lr: 5.000e-03 eta: 1 day, 0:26:07 time: 0.251 data_time: 0.009 memory: 5036 grad_norm: 7.8112 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.5947 loss: 2.5947 2022/06/26 13:46:51 - mmengine - INFO - Epoch(train) [91][3460/3757] lr: 5.000e-03 eta: 1 day, 0:26:02 time: 0.251 data_time: 0.011 memory: 5036 grad_norm: 7.4261 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1189 loss: 2.1189 2022/06/26 13:46:56 - mmengine - INFO - Epoch(train) [91][3480/3757] lr: 5.000e-03 eta: 1 day, 0:25:57 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 6.7143 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.7003 loss: 2.7003 2022/06/26 13:47:01 - mmengine - INFO - Epoch(train) [91][3500/3757] lr: 5.000e-03 eta: 1 day, 0:25:52 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 6.2112 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.4160 loss: 2.4160 2022/06/26 13:47:07 - mmengine - INFO - Epoch(train) [91][3520/3757] lr: 5.000e-03 eta: 1 day, 0:25:46 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 6.8240 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9996 loss: 1.9996 2022/06/26 13:47:12 - mmengine - INFO - Epoch(train) [91][3540/3757] lr: 5.000e-03 eta: 1 day, 0:25:41 time: 0.302 data_time: 0.003 memory: 5036 grad_norm: 7.6304 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6248 loss: 2.6248 2022/06/26 13:47:17 - mmengine - INFO - Epoch(train) [91][3560/3757] lr: 5.000e-03 eta: 1 day, 0:25:36 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 7.3278 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7281 loss: 2.7281 2022/06/26 13:47:23 - mmengine - INFO - Epoch(train) [91][3580/3757] lr: 5.000e-03 eta: 1 day, 0:25:31 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 7.8326 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1897 loss: 2.1897 2022/06/26 13:47:28 - mmengine - INFO - Epoch(train) [91][3600/3757] lr: 5.000e-03 eta: 1 day, 0:25:25 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 8.2221 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.8857 loss: 2.8857 2022/06/26 13:47:33 - mmengine - INFO - Epoch(train) [91][3620/3757] lr: 5.000e-03 eta: 1 day, 0:25:20 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 6.6486 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.4766 loss: 2.4766 2022/06/26 13:47:38 - mmengine - INFO - Epoch(train) [91][3640/3757] lr: 5.000e-03 eta: 1 day, 0:25:15 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 6.8506 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4897 loss: 2.4897 2022/06/26 13:47:44 - mmengine - INFO - Epoch(train) [91][3660/3757] lr: 5.000e-03 eta: 1 day, 0:25:10 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 7.9958 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1130 loss: 2.1130 2022/06/26 13:47:49 - mmengine - INFO - Epoch(train) [91][3680/3757] lr: 5.000e-03 eta: 1 day, 0:25:04 time: 0.250 data_time: 0.011 memory: 5036 grad_norm: 7.8708 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4195 loss: 2.4195 2022/06/26 13:47:54 - mmengine - INFO - Epoch(train) [91][3700/3757] lr: 5.000e-03 eta: 1 day, 0:24:59 time: 0.263 data_time: 0.009 memory: 5036 grad_norm: 6.9505 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3639 loss: 2.3639 2022/06/26 13:47:59 - mmengine - INFO - Epoch(train) [91][3720/3757] lr: 5.000e-03 eta: 1 day, 0:24:54 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 7.7456 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6267 loss: 2.6267 2022/06/26 13:48:04 - mmengine - INFO - Epoch(train) [91][3740/3757] lr: 5.000e-03 eta: 1 day, 0:24:48 time: 0.239 data_time: 0.006 memory: 5036 grad_norm: 8.5130 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6881 loss: 2.6881 2022/06/26 13:48:09 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 13:48:09 - mmengine - INFO - Saving checkpoint at 91 epochs 2022/06/26 13:48:23 - mmengine - INFO - Epoch(val) [91][20/310] eta: 0:01:56 time: 0.460 data_time: 0.358 memory: 5036 2022/06/26 13:48:27 - mmengine - INFO - Epoch(val) [91][40/310] eta: 0:01:34 time: 0.108 data_time: 0.001 memory: 1723 2022/06/26 13:48:32 - mmengine - INFO - Epoch(val) [91][60/310] eta: 0:00:35 time: 0.103 data_time: 0.002 memory: 1723 2022/06/26 13:48:37 - mmengine - INFO - Epoch(val) [91][80/310] eta: 0:00:24 time: 0.108 data_time: 0.001 memory: 1723 2022/06/26 13:48:44 - mmengine - INFO - Epoch(val) [91][100/310] eta: 0:01:12 time: 0.120 data_time: 0.002 memory: 1723 2022/06/26 13:48:49 - mmengine - INFO - Epoch(val) [91][120/310] eta: 0:01:12 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 13:48:53 - mmengine - INFO - Epoch(val) [91][140/310] eta: 0:00:35 time: 0.108 data_time: 0.002 memory: 1723 2022/06/26 13:48:58 - mmengine - INFO - Epoch(val) [91][160/310] eta: 0:00:15 time: 0.109 data_time: 0.001 memory: 1723 2022/06/26 13:49:05 - mmengine - INFO - Epoch(val) [91][180/310] eta: 0:00:42 time: 0.103 data_time: 0.002 memory: 1723 2022/06/26 13:49:09 - mmengine - INFO - Epoch(val) [91][200/310] eta: 0:00:41 time: 0.103 data_time: 0.002 memory: 1723 2022/06/26 13:49:14 - mmengine - INFO - Epoch(val) [91][220/310] eta: 0:00:20 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 13:49:19 - mmengine - INFO - Epoch(val) [91][240/310] eta: 0:00:07 time: 0.108 data_time: 0.001 memory: 1723 2022/06/26 13:49:26 - mmengine - INFO - Epoch(val) [91][260/310] eta: 0:00:17 time: 0.104 data_time: 0.001 memory: 1723 2022/06/26 13:49:29 - mmengine - INFO - Epoch(val) [91][280/310] eta: 0:00:07 time: 0.111 data_time: 0.001 memory: 1723 2022/06/26 13:49:32 - mmengine - INFO - Epoch(val) [91][300/310] eta: 0:00:01 time: 0.119 data_time: 0.001 memory: 1723 2022/06/26 13:49:34 - mmengine - INFO - Epoch(val) [91][310/310] acc/top1: 0.5179 acc/top5: 0.7638 acc/mean1: 0.5178 2022/06/26 13:49:44 - mmengine - INFO - Epoch(train) [92][20/3757] lr: 4.913e-03 eta: 1 day, 0:24:41 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 8.1736 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.2355 loss: 2.2355 2022/06/26 13:49:49 - mmengine - INFO - Epoch(train) [92][40/3757] lr: 4.913e-03 eta: 1 day, 0:24:36 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 6.7407 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8153 loss: 2.8153 2022/06/26 13:49:54 - mmengine - INFO - Epoch(train) [92][60/3757] lr: 4.913e-03 eta: 1 day, 0:24:31 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 7.0594 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2384 loss: 2.2384 2022/06/26 13:50:00 - mmengine - INFO - Epoch(train) [92][80/3757] lr: 4.913e-03 eta: 1 day, 0:24:25 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 6.6605 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0158 loss: 2.0158 2022/06/26 13:50:05 - mmengine - INFO - Epoch(train) [92][100/3757] lr: 4.913e-03 eta: 1 day, 0:24:20 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 5.9607 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.4176 loss: 2.4176 2022/06/26 13:50:08 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 13:50:10 - mmengine - INFO - Epoch(train) [92][120/3757] lr: 4.913e-03 eta: 1 day, 0:24:15 time: 0.262 data_time: 0.008 memory: 5036 grad_norm: 7.4431 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.1030 loss: 2.1030 2022/06/26 13:50:16 - mmengine - INFO - Epoch(train) [92][140/3757] lr: 4.913e-03 eta: 1 day, 0:24:10 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 6.9946 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4144 loss: 2.4144 2022/06/26 13:50:21 - mmengine - INFO - Epoch(train) [92][160/3757] lr: 4.913e-03 eta: 1 day, 0:24:05 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 7.4754 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1769 loss: 2.1769 2022/06/26 13:50:26 - mmengine - INFO - Epoch(train) [92][180/3757] lr: 4.913e-03 eta: 1 day, 0:24:00 time: 0.266 data_time: 0.006 memory: 5036 grad_norm: 6.3450 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3114 loss: 2.3114 2022/06/26 13:50:32 - mmengine - INFO - Epoch(train) [92][200/3757] lr: 4.913e-03 eta: 1 day, 0:23:55 time: 0.576 data_time: 0.003 memory: 5036 grad_norm: 6.7616 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.4607 loss: 2.4607 2022/06/26 13:50:37 - mmengine - INFO - Epoch(train) [92][220/3757] lr: 4.913e-03 eta: 1 day, 0:23:49 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.7864 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.2205 loss: 2.2205 2022/06/26 13:50:43 - mmengine - INFO - Epoch(train) [92][240/3757] lr: 4.913e-03 eta: 1 day, 0:23:44 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 7.0606 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3459 loss: 2.3459 2022/06/26 13:50:48 - mmengine - INFO - Epoch(train) [92][260/3757] lr: 4.913e-03 eta: 1 day, 0:23:39 time: 0.274 data_time: 0.033 memory: 5036 grad_norm: 7.8038 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.1980 loss: 2.1980 2022/06/26 13:50:53 - mmengine - INFO - Epoch(train) [92][280/3757] lr: 4.913e-03 eta: 1 day, 0:23:34 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 6.2677 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6140 loss: 2.6140 2022/06/26 13:50:59 - mmengine - INFO - Epoch(train) [92][300/3757] lr: 4.913e-03 eta: 1 day, 0:23:29 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 7.1385 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9432 loss: 2.9432 2022/06/26 13:51:04 - mmengine - INFO - Epoch(train) [92][320/3757] lr: 4.913e-03 eta: 1 day, 0:23:23 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 6.5351 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.2019 loss: 2.2019 2022/06/26 13:51:09 - mmengine - INFO - Epoch(train) [92][340/3757] lr: 4.913e-03 eta: 1 day, 0:23:18 time: 0.254 data_time: 0.011 memory: 5036 grad_norm: 6.8963 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.5221 loss: 2.5221 2022/06/26 13:51:15 - mmengine - INFO - Epoch(train) [92][360/3757] lr: 4.913e-03 eta: 1 day, 0:23:13 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 7.9672 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5006 loss: 2.5006 2022/06/26 13:51:20 - mmengine - INFO - Epoch(train) [92][380/3757] lr: 4.913e-03 eta: 1 day, 0:23:08 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 8.2371 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.8412 loss: 2.8412 2022/06/26 13:51:25 - mmengine - INFO - Epoch(train) [92][400/3757] lr: 4.913e-03 eta: 1 day, 0:23:02 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 8.1657 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4450 loss: 2.4450 2022/06/26 13:51:30 - mmengine - INFO - Epoch(train) [92][420/3757] lr: 4.913e-03 eta: 1 day, 0:22:57 time: 0.254 data_time: 0.013 memory: 5036 grad_norm: 8.2117 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2740 loss: 2.2740 2022/06/26 13:51:35 - mmengine - INFO - Epoch(train) [92][440/3757] lr: 4.913e-03 eta: 1 day, 0:22:52 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 8.1077 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.5068 loss: 2.5068 2022/06/26 13:51:41 - mmengine - INFO - Epoch(train) [92][460/3757] lr: 4.913e-03 eta: 1 day, 0:22:46 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 8.0071 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5274 loss: 2.5274 2022/06/26 13:51:46 - mmengine - INFO - Epoch(train) [92][480/3757] lr: 4.913e-03 eta: 1 day, 0:22:41 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 7.2181 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.2837 loss: 2.2837 2022/06/26 13:51:51 - mmengine - INFO - Epoch(train) [92][500/3757] lr: 4.913e-03 eta: 1 day, 0:22:36 time: 0.256 data_time: 0.016 memory: 5036 grad_norm: 8.0072 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.0148 loss: 2.0148 2022/06/26 13:51:56 - mmengine - INFO - Epoch(train) [92][520/3757] lr: 4.913e-03 eta: 1 day, 0:22:30 time: 0.275 data_time: 0.013 memory: 5036 grad_norm: 6.8488 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.3717 loss: 2.3717 2022/06/26 13:52:01 - mmengine - INFO - Epoch(train) [92][540/3757] lr: 4.913e-03 eta: 1 day, 0:22:25 time: 0.253 data_time: 0.005 memory: 5036 grad_norm: 7.4042 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.1968 loss: 2.1968 2022/06/26 13:52:07 - mmengine - INFO - Epoch(train) [92][560/3757] lr: 4.913e-03 eta: 1 day, 0:22:20 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 7.8572 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6041 loss: 2.6041 2022/06/26 13:52:12 - mmengine - INFO - Epoch(train) [92][580/3757] lr: 4.913e-03 eta: 1 day, 0:22:14 time: 0.305 data_time: 0.012 memory: 5036 grad_norm: 6.6135 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1472 loss: 2.1472 2022/06/26 13:52:17 - mmengine - INFO - Epoch(train) [92][600/3757] lr: 4.913e-03 eta: 1 day, 0:22:09 time: 0.260 data_time: 0.016 memory: 5036 grad_norm: 6.6717 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2962 loss: 2.2962 2022/06/26 13:52:23 - mmengine - INFO - Epoch(train) [92][620/3757] lr: 4.913e-03 eta: 1 day, 0:22:04 time: 0.255 data_time: 0.010 memory: 5036 grad_norm: 7.1557 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4180 loss: 2.4180 2022/06/26 13:52:28 - mmengine - INFO - Epoch(train) [92][640/3757] lr: 4.913e-03 eta: 1 day, 0:21:59 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 7.1353 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.3963 loss: 2.3963 2022/06/26 13:52:33 - mmengine - INFO - Epoch(train) [92][660/3757] lr: 4.913e-03 eta: 1 day, 0:21:54 time: 0.252 data_time: 0.011 memory: 5036 grad_norm: 6.2888 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2304 loss: 2.2304 2022/06/26 13:52:38 - mmengine - INFO - Epoch(train) [92][680/3757] lr: 4.913e-03 eta: 1 day, 0:21:48 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 8.6392 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.6556 loss: 2.6556 2022/06/26 13:52:44 - mmengine - INFO - Epoch(train) [92][700/3757] lr: 4.913e-03 eta: 1 day, 0:21:43 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 6.0883 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.4542 loss: 2.4542 2022/06/26 13:52:49 - mmengine - INFO - Epoch(train) [92][720/3757] lr: 4.913e-03 eta: 1 day, 0:21:38 time: 0.264 data_time: 0.006 memory: 5036 grad_norm: 6.2205 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4510 loss: 2.4510 2022/06/26 13:52:54 - mmengine - INFO - Epoch(train) [92][740/3757] lr: 4.913e-03 eta: 1 day, 0:21:32 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 6.9702 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4232 loss: 2.4232 2022/06/26 13:52:59 - mmengine - INFO - Epoch(train) [92][760/3757] lr: 4.913e-03 eta: 1 day, 0:21:27 time: 0.250 data_time: 0.008 memory: 5036 grad_norm: 7.0927 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.3806 loss: 2.3806 2022/06/26 13:53:05 - mmengine - INFO - Epoch(train) [92][780/3757] lr: 4.913e-03 eta: 1 day, 0:21:22 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 7.2843 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.5439 loss: 2.5439 2022/06/26 13:53:10 - mmengine - INFO - Epoch(train) [92][800/3757] lr: 4.913e-03 eta: 1 day, 0:21:16 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 7.7460 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3906 loss: 2.3906 2022/06/26 13:53:15 - mmengine - INFO - Epoch(train) [92][820/3757] lr: 4.913e-03 eta: 1 day, 0:21:11 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 7.6087 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9236 loss: 1.9236 2022/06/26 13:53:20 - mmengine - INFO - Epoch(train) [92][840/3757] lr: 4.913e-03 eta: 1 day, 0:21:06 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 7.4048 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1037 loss: 2.1037 2022/06/26 13:53:26 - mmengine - INFO - Epoch(train) [92][860/3757] lr: 4.913e-03 eta: 1 day, 0:21:01 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.5601 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.6619 loss: 2.6619 2022/06/26 13:53:31 - mmengine - INFO - Epoch(train) [92][880/3757] lr: 4.913e-03 eta: 1 day, 0:20:55 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 7.5743 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4844 loss: 2.4844 2022/06/26 13:53:36 - mmengine - INFO - Epoch(train) [92][900/3757] lr: 4.913e-03 eta: 1 day, 0:20:50 time: 0.253 data_time: 0.012 memory: 5036 grad_norm: 7.0433 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0874 loss: 2.0874 2022/06/26 13:53:41 - mmengine - INFO - Epoch(train) [92][920/3757] lr: 4.913e-03 eta: 1 day, 0:20:45 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 5.7986 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4375 loss: 2.4375 2022/06/26 13:53:47 - mmengine - INFO - Epoch(train) [92][940/3757] lr: 4.913e-03 eta: 1 day, 0:20:40 time: 0.258 data_time: 0.012 memory: 5036 grad_norm: 7.5468 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.8471 loss: 1.8471 2022/06/26 13:53:52 - mmengine - INFO - Epoch(train) [92][960/3757] lr: 4.913e-03 eta: 1 day, 0:20:34 time: 0.439 data_time: 0.003 memory: 5036 grad_norm: 6.9838 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9932 loss: 1.9932 2022/06/26 13:53:57 - mmengine - INFO - Epoch(train) [92][980/3757] lr: 4.913e-03 eta: 1 day, 0:20:29 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 7.0155 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6350 loss: 2.6350 2022/06/26 13:54:03 - mmengine - INFO - Epoch(train) [92][1000/3757] lr: 4.913e-03 eta: 1 day, 0:20:24 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 7.3226 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.2922 loss: 2.2922 2022/06/26 13:54:08 - mmengine - INFO - Epoch(train) [92][1020/3757] lr: 4.913e-03 eta: 1 day, 0:20:18 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 7.7434 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0945 loss: 2.0945 2022/06/26 13:54:13 - mmengine - INFO - Epoch(train) [92][1040/3757] lr: 4.913e-03 eta: 1 day, 0:20:13 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 7.1551 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5779 loss: 2.5779 2022/06/26 13:54:18 - mmengine - INFO - Epoch(train) [92][1060/3757] lr: 4.913e-03 eta: 1 day, 0:20:08 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 8.2183 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.4992 loss: 2.4992 2022/06/26 13:54:23 - mmengine - INFO - Epoch(train) [92][1080/3757] lr: 4.913e-03 eta: 1 day, 0:20:02 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 8.0095 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.4072 loss: 2.4072 2022/06/26 13:54:29 - mmengine - INFO - Epoch(train) [92][1100/3757] lr: 4.913e-03 eta: 1 day, 0:19:57 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 6.6571 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.6231 loss: 2.6231 2022/06/26 13:54:32 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 13:54:34 - mmengine - INFO - Epoch(train) [92][1120/3757] lr: 4.913e-03 eta: 1 day, 0:19:52 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 7.3197 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.6381 loss: 2.6381 2022/06/26 13:54:39 - mmengine - INFO - Epoch(train) [92][1140/3757] lr: 4.913e-03 eta: 1 day, 0:19:46 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 8.4938 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3205 loss: 2.3205 2022/06/26 13:54:44 - mmengine - INFO - Epoch(train) [92][1160/3757] lr: 4.913e-03 eta: 1 day, 0:19:41 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 6.7353 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.1180 loss: 2.1180 2022/06/26 13:54:49 - mmengine - INFO - Epoch(train) [92][1180/3757] lr: 4.913e-03 eta: 1 day, 0:19:36 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 6.9202 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.2683 loss: 2.2683 2022/06/26 13:54:55 - mmengine - INFO - Epoch(train) [92][1200/3757] lr: 4.913e-03 eta: 1 day, 0:19:31 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 7.1751 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6011 loss: 2.6011 2022/06/26 13:55:00 - mmengine - INFO - Epoch(train) [92][1220/3757] lr: 4.913e-03 eta: 1 day, 0:19:25 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.7431 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.9561 loss: 1.9561 2022/06/26 13:55:05 - mmengine - INFO - Epoch(train) [92][1240/3757] lr: 4.913e-03 eta: 1 day, 0:19:20 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 7.7317 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.2310 loss: 2.2310 2022/06/26 13:55:11 - mmengine - INFO - Epoch(train) [92][1260/3757] lr: 4.913e-03 eta: 1 day, 0:19:15 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 6.7964 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.1750 loss: 2.1750 2022/06/26 13:55:16 - mmengine - INFO - Epoch(train) [92][1280/3757] lr: 4.913e-03 eta: 1 day, 0:19:10 time: 0.268 data_time: 0.003 memory: 5036 grad_norm: 6.5685 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2494 loss: 2.2494 2022/06/26 13:55:21 - mmengine - INFO - Epoch(train) [92][1300/3757] lr: 4.913e-03 eta: 1 day, 0:19:04 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 7.3930 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.3680 loss: 2.3680 2022/06/26 13:55:27 - mmengine - INFO - Epoch(train) [92][1320/3757] lr: 4.913e-03 eta: 1 day, 0:18:59 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 6.3751 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.3069 loss: 2.3069 2022/06/26 13:55:32 - mmengine - INFO - Epoch(train) [92][1340/3757] lr: 4.913e-03 eta: 1 day, 0:18:54 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 7.2747 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0330 loss: 2.0330 2022/06/26 13:55:37 - mmengine - INFO - Epoch(train) [92][1360/3757] lr: 4.913e-03 eta: 1 day, 0:18:49 time: 0.255 data_time: 0.004 memory: 5036 grad_norm: 7.6925 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5905 loss: 2.5905 2022/06/26 13:55:43 - mmengine - INFO - Epoch(train) [92][1380/3757] lr: 4.913e-03 eta: 1 day, 0:18:44 time: 0.259 data_time: 0.011 memory: 5036 grad_norm: 6.4593 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1451 loss: 2.1451 2022/06/26 13:55:48 - mmengine - INFO - Epoch(train) [92][1400/3757] lr: 4.913e-03 eta: 1 day, 0:18:38 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 8.0255 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.4745 loss: 2.4745 2022/06/26 13:55:53 - mmengine - INFO - Epoch(train) [92][1420/3757] lr: 4.913e-03 eta: 1 day, 0:18:33 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 8.1275 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2440 loss: 2.2440 2022/06/26 13:55:58 - mmengine - INFO - Epoch(train) [92][1440/3757] lr: 4.913e-03 eta: 1 day, 0:18:28 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 6.7628 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2174 loss: 2.2174 2022/06/26 13:56:04 - mmengine - INFO - Epoch(train) [92][1460/3757] lr: 4.913e-03 eta: 1 day, 0:18:23 time: 0.250 data_time: 0.009 memory: 5036 grad_norm: 7.8805 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5008 loss: 2.5008 2022/06/26 13:56:09 - mmengine - INFO - Epoch(train) [92][1480/3757] lr: 4.913e-03 eta: 1 day, 0:18:17 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 6.8510 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9430 loss: 1.9430 2022/06/26 13:56:14 - mmengine - INFO - Epoch(train) [92][1500/3757] lr: 4.913e-03 eta: 1 day, 0:18:12 time: 0.258 data_time: 0.004 memory: 5036 grad_norm: 6.5328 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2205 loss: 2.2205 2022/06/26 13:56:19 - mmengine - INFO - Epoch(train) [92][1520/3757] lr: 4.913e-03 eta: 1 day, 0:18:07 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 6.5648 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7832 loss: 2.7832 2022/06/26 13:56:25 - mmengine - INFO - Epoch(train) [92][1540/3757] lr: 4.913e-03 eta: 1 day, 0:18:02 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 7.0494 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9225 loss: 1.9225 2022/06/26 13:56:30 - mmengine - INFO - Epoch(train) [92][1560/3757] lr: 4.913e-03 eta: 1 day, 0:17:57 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 6.8347 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.2913 loss: 2.2913 2022/06/26 13:56:36 - mmengine - INFO - Epoch(train) [92][1580/3757] lr: 4.913e-03 eta: 1 day, 0:17:51 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 7.2006 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3094 loss: 2.3094 2022/06/26 13:56:41 - mmengine - INFO - Epoch(train) [92][1600/3757] lr: 4.913e-03 eta: 1 day, 0:17:46 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 7.8630 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4321 loss: 2.4321 2022/06/26 13:56:46 - mmengine - INFO - Epoch(train) [92][1620/3757] lr: 4.913e-03 eta: 1 day, 0:17:41 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 7.5224 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7371 loss: 2.7371 2022/06/26 13:56:51 - mmengine - INFO - Epoch(train) [92][1640/3757] lr: 4.913e-03 eta: 1 day, 0:17:35 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 7.3275 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.7705 loss: 2.7705 2022/06/26 13:56:57 - mmengine - INFO - Epoch(train) [92][1660/3757] lr: 4.913e-03 eta: 1 day, 0:17:30 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 6.9738 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6812 loss: 2.6812 2022/06/26 13:57:02 - mmengine - INFO - Epoch(train) [92][1680/3757] lr: 4.913e-03 eta: 1 day, 0:17:25 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 5.8013 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4918 loss: 2.4918 2022/06/26 13:57:07 - mmengine - INFO - Epoch(train) [92][1700/3757] lr: 4.913e-03 eta: 1 day, 0:17:20 time: 0.263 data_time: 0.007 memory: 5036 grad_norm: 7.3330 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.5608 loss: 2.5608 2022/06/26 13:57:12 - mmengine - INFO - Epoch(train) [92][1720/3757] lr: 4.913e-03 eta: 1 day, 0:17:14 time: 0.266 data_time: 0.009 memory: 5036 grad_norm: 7.5510 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.5996 loss: 2.5996 2022/06/26 13:57:17 - mmengine - INFO - Epoch(train) [92][1740/3757] lr: 4.913e-03 eta: 1 day, 0:17:09 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 7.5636 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1368 loss: 2.1368 2022/06/26 13:57:22 - mmengine - INFO - Epoch(train) [92][1760/3757] lr: 4.913e-03 eta: 1 day, 0:17:03 time: 0.294 data_time: 0.003 memory: 5036 grad_norm: 7.0985 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.7997 loss: 2.7997 2022/06/26 13:57:28 - mmengine - INFO - Epoch(train) [92][1780/3757] lr: 4.913e-03 eta: 1 day, 0:16:58 time: 0.264 data_time: 0.007 memory: 5036 grad_norm: 8.1701 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0795 loss: 2.0795 2022/06/26 13:57:33 - mmengine - INFO - Epoch(train) [92][1800/3757] lr: 4.913e-03 eta: 1 day, 0:16:53 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 8.6122 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5247 loss: 2.5247 2022/06/26 13:57:38 - mmengine - INFO - Epoch(train) [92][1820/3757] lr: 4.913e-03 eta: 1 day, 0:16:47 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 8.4752 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.2148 loss: 2.2148 2022/06/26 13:57:43 - mmengine - INFO - Epoch(train) [92][1840/3757] lr: 4.913e-03 eta: 1 day, 0:16:42 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 6.9312 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4655 loss: 2.4655 2022/06/26 13:57:48 - mmengine - INFO - Epoch(train) [92][1860/3757] lr: 4.913e-03 eta: 1 day, 0:16:37 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 7.4269 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.2526 loss: 2.2526 2022/06/26 13:57:54 - mmengine - INFO - Epoch(train) [92][1880/3757] lr: 4.913e-03 eta: 1 day, 0:16:31 time: 0.260 data_time: 0.009 memory: 5036 grad_norm: 7.2287 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7083 loss: 2.7083 2022/06/26 13:57:59 - mmengine - INFO - Epoch(train) [92][1900/3757] lr: 4.913e-03 eta: 1 day, 0:16:26 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 7.7851 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4139 loss: 2.4139 2022/06/26 13:58:04 - mmengine - INFO - Epoch(train) [92][1920/3757] lr: 4.913e-03 eta: 1 day, 0:16:21 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 6.0262 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.1177 loss: 2.1177 2022/06/26 13:58:09 - mmengine - INFO - Epoch(train) [92][1940/3757] lr: 4.913e-03 eta: 1 day, 0:16:15 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 6.6674 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.5052 loss: 2.5052 2022/06/26 13:58:14 - mmengine - INFO - Epoch(train) [92][1960/3757] lr: 4.913e-03 eta: 1 day, 0:16:10 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 7.6953 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.5684 loss: 2.5684 2022/06/26 13:58:20 - mmengine - INFO - Epoch(train) [92][1980/3757] lr: 4.913e-03 eta: 1 day, 0:16:05 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 7.2242 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1192 loss: 2.1192 2022/06/26 13:58:25 - mmengine - INFO - Epoch(train) [92][2000/3757] lr: 4.913e-03 eta: 1 day, 0:16:00 time: 0.285 data_time: 0.007 memory: 5036 grad_norm: 8.1333 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5291 loss: 2.5291 2022/06/26 13:58:30 - mmengine - INFO - Epoch(train) [92][2020/3757] lr: 4.913e-03 eta: 1 day, 0:15:54 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 6.9458 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.7069 loss: 2.7069 2022/06/26 13:58:35 - mmengine - INFO - Epoch(train) [92][2040/3757] lr: 4.913e-03 eta: 1 day, 0:15:49 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 6.5826 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.8034 loss: 2.8034 2022/06/26 13:58:41 - mmengine - INFO - Epoch(train) [92][2060/3757] lr: 4.913e-03 eta: 1 day, 0:15:44 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 7.7665 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.3293 loss: 2.3293 2022/06/26 13:58:46 - mmengine - INFO - Epoch(train) [92][2080/3757] lr: 4.913e-03 eta: 1 day, 0:15:39 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 7.3679 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3415 loss: 2.3415 2022/06/26 13:58:51 - mmengine - INFO - Epoch(train) [92][2100/3757] lr: 4.913e-03 eta: 1 day, 0:15:33 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.9416 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2206 loss: 2.2206 2022/06/26 13:58:55 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 13:58:57 - mmengine - INFO - Epoch(train) [92][2120/3757] lr: 4.913e-03 eta: 1 day, 0:15:28 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 7.0807 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9133 loss: 1.9133 2022/06/26 13:59:02 - mmengine - INFO - Epoch(train) [92][2140/3757] lr: 4.913e-03 eta: 1 day, 0:15:23 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 7.5351 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.1354 loss: 2.1354 2022/06/26 13:59:07 - mmengine - INFO - Epoch(train) [92][2160/3757] lr: 4.913e-03 eta: 1 day, 0:15:18 time: 0.270 data_time: 0.003 memory: 5036 grad_norm: 7.6099 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0815 loss: 2.0815 2022/06/26 13:59:12 - mmengine - INFO - Epoch(train) [92][2180/3757] lr: 4.913e-03 eta: 1 day, 0:15:12 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 7.6659 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.3398 loss: 2.3398 2022/06/26 13:59:18 - mmengine - INFO - Epoch(train) [92][2200/3757] lr: 4.913e-03 eta: 1 day, 0:15:07 time: 0.259 data_time: 0.014 memory: 5036 grad_norm: 7.0004 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5045 loss: 2.5045 2022/06/26 13:59:23 - mmengine - INFO - Epoch(train) [92][2220/3757] lr: 4.913e-03 eta: 1 day, 0:15:02 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 7.9143 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.9146 loss: 1.9146 2022/06/26 13:59:28 - mmengine - INFO - Epoch(train) [92][2240/3757] lr: 4.913e-03 eta: 1 day, 0:14:57 time: 0.294 data_time: 0.003 memory: 5036 grad_norm: 6.8135 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4159 loss: 2.4159 2022/06/26 13:59:34 - mmengine - INFO - Epoch(train) [92][2260/3757] lr: 4.913e-03 eta: 1 day, 0:14:51 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 7.2483 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0091 loss: 2.0091 2022/06/26 13:59:39 - mmengine - INFO - Epoch(train) [92][2280/3757] lr: 4.913e-03 eta: 1 day, 0:14:46 time: 0.268 data_time: 0.015 memory: 5036 grad_norm: 7.4049 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.6853 loss: 2.6853 2022/06/26 13:59:44 - mmengine - INFO - Epoch(train) [92][2300/3757] lr: 4.913e-03 eta: 1 day, 0:14:41 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 7.4343 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.5609 loss: 2.5609 2022/06/26 13:59:49 - mmengine - INFO - Epoch(train) [92][2320/3757] lr: 4.913e-03 eta: 1 day, 0:14:36 time: 0.282 data_time: 0.003 memory: 5036 grad_norm: 7.2009 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1918 loss: 2.1918 2022/06/26 13:59:55 - mmengine - INFO - Epoch(train) [92][2340/3757] lr: 4.913e-03 eta: 1 day, 0:14:30 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 7.7343 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.5240 loss: 2.5240 2022/06/26 14:00:00 - mmengine - INFO - Epoch(train) [92][2360/3757] lr: 4.913e-03 eta: 1 day, 0:14:25 time: 0.257 data_time: 0.012 memory: 5036 grad_norm: 6.8066 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6018 loss: 2.6018 2022/06/26 14:00:06 - mmengine - INFO - Epoch(train) [92][2380/3757] lr: 4.913e-03 eta: 1 day, 0:14:20 time: 0.254 data_time: 0.008 memory: 5036 grad_norm: 7.7535 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 3.0581 loss: 3.0581 2022/06/26 14:00:11 - mmengine - INFO - Epoch(train) [92][2400/3757] lr: 4.913e-03 eta: 1 day, 0:14:15 time: 0.301 data_time: 0.003 memory: 5036 grad_norm: 7.7606 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.2900 loss: 2.2900 2022/06/26 14:00:16 - mmengine - INFO - Epoch(train) [92][2420/3757] lr: 4.913e-03 eta: 1 day, 0:14:10 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 7.3013 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.3765 loss: 2.3765 2022/06/26 14:00:21 - mmengine - INFO - Epoch(train) [92][2440/3757] lr: 4.913e-03 eta: 1 day, 0:14:04 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 7.2549 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2045 loss: 2.2045 2022/06/26 14:00:27 - mmengine - INFO - Epoch(train) [92][2460/3757] lr: 4.913e-03 eta: 1 day, 0:13:59 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 8.0088 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5498 loss: 2.5498 2022/06/26 14:00:32 - mmengine - INFO - Epoch(train) [92][2480/3757] lr: 4.913e-03 eta: 1 day, 0:13:54 time: 0.265 data_time: 0.006 memory: 5036 grad_norm: 7.0676 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0299 loss: 2.0299 2022/06/26 14:00:37 - mmengine - INFO - Epoch(train) [92][2500/3757] lr: 4.913e-03 eta: 1 day, 0:13:49 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 7.9514 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.6185 loss: 2.6185 2022/06/26 14:00:42 - mmengine - INFO - Epoch(train) [92][2520/3757] lr: 4.913e-03 eta: 1 day, 0:13:43 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 7.9544 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.4693 loss: 2.4693 2022/06/26 14:00:48 - mmengine - INFO - Epoch(train) [92][2540/3757] lr: 4.913e-03 eta: 1 day, 0:13:38 time: 0.274 data_time: 0.006 memory: 5036 grad_norm: 6.6207 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.9710 loss: 1.9710 2022/06/26 14:00:53 - mmengine - INFO - Epoch(train) [92][2560/3757] lr: 4.913e-03 eta: 1 day, 0:13:33 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 7.1993 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0828 loss: 2.0828 2022/06/26 14:00:59 - mmengine - INFO - Epoch(train) [92][2580/3757] lr: 4.913e-03 eta: 1 day, 0:13:28 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 7.5328 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7097 loss: 2.7097 2022/06/26 14:01:04 - mmengine - INFO - Epoch(train) [92][2600/3757] lr: 4.913e-03 eta: 1 day, 0:13:23 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 7.3078 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.3038 loss: 2.3038 2022/06/26 14:01:09 - mmengine - INFO - Epoch(train) [92][2620/3757] lr: 4.913e-03 eta: 1 day, 0:13:17 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 6.1996 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9482 loss: 1.9482 2022/06/26 14:01:15 - mmengine - INFO - Epoch(train) [92][2640/3757] lr: 4.913e-03 eta: 1 day, 0:13:12 time: 0.251 data_time: 0.007 memory: 5036 grad_norm: 6.9947 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.4914 loss: 2.4914 2022/06/26 14:01:20 - mmengine - INFO - Epoch(train) [92][2660/3757] lr: 4.913e-03 eta: 1 day, 0:13:07 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 7.1104 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6253 loss: 2.6253 2022/06/26 14:01:25 - mmengine - INFO - Epoch(train) [92][2680/3757] lr: 4.913e-03 eta: 1 day, 0:13:02 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 8.8768 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4680 loss: 2.4680 2022/06/26 14:01:30 - mmengine - INFO - Epoch(train) [92][2700/3757] lr: 4.913e-03 eta: 1 day, 0:12:56 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 6.8006 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 2.5260 loss: 2.5260 2022/06/26 14:01:35 - mmengine - INFO - Epoch(train) [92][2720/3757] lr: 4.913e-03 eta: 1 day, 0:12:51 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 6.5611 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4706 loss: 2.4706 2022/06/26 14:01:41 - mmengine - INFO - Epoch(train) [92][2740/3757] lr: 4.913e-03 eta: 1 day, 0:12:46 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 6.8216 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3744 loss: 2.3744 2022/06/26 14:01:46 - mmengine - INFO - Epoch(train) [92][2760/3757] lr: 4.913e-03 eta: 1 day, 0:12:40 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 6.1502 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2764 loss: 2.2764 2022/06/26 14:01:51 - mmengine - INFO - Epoch(train) [92][2780/3757] lr: 4.913e-03 eta: 1 day, 0:12:35 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 7.5128 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4002 loss: 2.4002 2022/06/26 14:01:56 - mmengine - INFO - Epoch(train) [92][2800/3757] lr: 4.913e-03 eta: 1 day, 0:12:30 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 6.8424 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.4072 loss: 2.4072 2022/06/26 14:02:02 - mmengine - INFO - Epoch(train) [92][2820/3757] lr: 4.913e-03 eta: 1 day, 0:12:24 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 7.1507 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1116 loss: 2.1116 2022/06/26 14:02:07 - mmengine - INFO - Epoch(train) [92][2840/3757] lr: 4.913e-03 eta: 1 day, 0:12:19 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 7.1086 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.7546 loss: 2.7546 2022/06/26 14:02:12 - mmengine - INFO - Epoch(train) [92][2860/3757] lr: 4.913e-03 eta: 1 day, 0:12:14 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 6.9542 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.4429 loss: 2.4429 2022/06/26 14:02:17 - mmengine - INFO - Epoch(train) [92][2880/3757] lr: 4.913e-03 eta: 1 day, 0:12:08 time: 0.256 data_time: 0.008 memory: 5036 grad_norm: 6.1347 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.3058 loss: 2.3058 2022/06/26 14:02:22 - mmengine - INFO - Epoch(train) [92][2900/3757] lr: 4.913e-03 eta: 1 day, 0:12:03 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 7.4782 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3802 loss: 2.3802 2022/06/26 14:02:28 - mmengine - INFO - Epoch(train) [92][2920/3757] lr: 4.913e-03 eta: 1 day, 0:11:58 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 7.6567 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3360 loss: 2.3360 2022/06/26 14:02:33 - mmengine - INFO - Epoch(train) [92][2940/3757] lr: 4.913e-03 eta: 1 day, 0:11:53 time: 0.284 data_time: 0.025 memory: 5036 grad_norm: 7.1136 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.5548 loss: 2.5548 2022/06/26 14:02:38 - mmengine - INFO - Epoch(train) [92][2960/3757] lr: 4.913e-03 eta: 1 day, 0:11:48 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 7.0027 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0531 loss: 2.0531 2022/06/26 14:02:44 - mmengine - INFO - Epoch(train) [92][2980/3757] lr: 4.913e-03 eta: 1 day, 0:11:42 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 6.2724 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9191 loss: 1.9191 2022/06/26 14:02:49 - mmengine - INFO - Epoch(train) [92][3000/3757] lr: 4.913e-03 eta: 1 day, 0:11:37 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 7.2483 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5752 loss: 2.5752 2022/06/26 14:02:55 - mmengine - INFO - Epoch(train) [92][3020/3757] lr: 4.913e-03 eta: 1 day, 0:11:32 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 7.4796 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5851 loss: 2.5851 2022/06/26 14:03:00 - mmengine - INFO - Epoch(train) [92][3040/3757] lr: 4.913e-03 eta: 1 day, 0:11:27 time: 0.248 data_time: 0.007 memory: 5036 grad_norm: 6.6996 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.4851 loss: 2.4851 2022/06/26 14:03:05 - mmengine - INFO - Epoch(train) [92][3060/3757] lr: 4.913e-03 eta: 1 day, 0:11:21 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 8.2435 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4014 loss: 2.4014 2022/06/26 14:03:10 - mmengine - INFO - Epoch(train) [92][3080/3757] lr: 4.913e-03 eta: 1 day, 0:11:16 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 7.8940 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.4039 loss: 2.4039 2022/06/26 14:03:15 - mmengine - INFO - Epoch(train) [92][3100/3757] lr: 4.913e-03 eta: 1 day, 0:11:11 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 7.0941 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2782 loss: 2.2782 2022/06/26 14:03:19 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 14:03:20 - mmengine - INFO - Epoch(train) [92][3120/3757] lr: 4.913e-03 eta: 1 day, 0:11:05 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 7.3194 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.7295 loss: 2.7295 2022/06/26 14:03:26 - mmengine - INFO - Epoch(train) [92][3140/3757] lr: 4.913e-03 eta: 1 day, 0:11:00 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 7.8185 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4892 loss: 2.4892 2022/06/26 14:03:31 - mmengine - INFO - Epoch(train) [92][3160/3757] lr: 4.913e-03 eta: 1 day, 0:10:55 time: 0.247 data_time: 0.006 memory: 5036 grad_norm: 6.7723 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.3620 loss: 2.3620 2022/06/26 14:03:36 - mmengine - INFO - Epoch(train) [92][3180/3757] lr: 4.913e-03 eta: 1 day, 0:10:50 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 8.1897 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4077 loss: 2.4077 2022/06/26 14:03:42 - mmengine - INFO - Epoch(train) [92][3200/3757] lr: 4.913e-03 eta: 1 day, 0:10:44 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 7.2402 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1483 loss: 2.1483 2022/06/26 14:03:47 - mmengine - INFO - Epoch(train) [92][3220/3757] lr: 4.913e-03 eta: 1 day, 0:10:39 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 7.8221 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6278 loss: 2.6278 2022/06/26 14:03:52 - mmengine - INFO - Epoch(train) [92][3240/3757] lr: 4.913e-03 eta: 1 day, 0:10:34 time: 0.252 data_time: 0.008 memory: 5036 grad_norm: 7.2527 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.2638 loss: 2.2638 2022/06/26 14:03:57 - mmengine - INFO - Epoch(train) [92][3260/3757] lr: 4.913e-03 eta: 1 day, 0:10:28 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 7.1499 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8099 loss: 2.8099 2022/06/26 14:04:02 - mmengine - INFO - Epoch(train) [92][3280/3757] lr: 4.913e-03 eta: 1 day, 0:10:23 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 9.1748 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4525 loss: 2.4525 2022/06/26 14:04:07 - mmengine - INFO - Epoch(train) [92][3300/3757] lr: 4.913e-03 eta: 1 day, 0:10:18 time: 0.252 data_time: 0.011 memory: 5036 grad_norm: 7.4416 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4357 loss: 2.4357 2022/06/26 14:04:13 - mmengine - INFO - Epoch(train) [92][3320/3757] lr: 4.913e-03 eta: 1 day, 0:10:12 time: 0.266 data_time: 0.009 memory: 5036 grad_norm: 6.4833 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.2787 loss: 2.2787 2022/06/26 14:04:18 - mmengine - INFO - Epoch(train) [92][3340/3757] lr: 4.913e-03 eta: 1 day, 0:10:07 time: 0.273 data_time: 0.006 memory: 5036 grad_norm: 7.2036 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.3549 loss: 2.3549 2022/06/26 14:04:23 - mmengine - INFO - Epoch(train) [92][3360/3757] lr: 4.913e-03 eta: 1 day, 0:10:02 time: 0.264 data_time: 0.006 memory: 5036 grad_norm: 8.1647 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7777 loss: 2.7777 2022/06/26 14:04:28 - mmengine - INFO - Epoch(train) [92][3380/3757] lr: 4.913e-03 eta: 1 day, 0:09:56 time: 0.249 data_time: 0.008 memory: 5036 grad_norm: 7.6616 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.2934 loss: 2.2934 2022/06/26 14:04:33 - mmengine - INFO - Epoch(train) [92][3400/3757] lr: 4.913e-03 eta: 1 day, 0:09:51 time: 0.260 data_time: 0.014 memory: 5036 grad_norm: 6.9253 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.9915 loss: 1.9915 2022/06/26 14:04:39 - mmengine - INFO - Epoch(train) [92][3420/3757] lr: 4.913e-03 eta: 1 day, 0:09:46 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 7.1942 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.4220 loss: 2.4220 2022/06/26 14:04:44 - mmengine - INFO - Epoch(train) [92][3440/3757] lr: 4.913e-03 eta: 1 day, 0:09:40 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 6.5642 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3356 loss: 2.3356 2022/06/26 14:04:49 - mmengine - INFO - Epoch(train) [92][3460/3757] lr: 4.913e-03 eta: 1 day, 0:09:35 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 6.8949 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6337 loss: 2.6337 2022/06/26 14:04:55 - mmengine - INFO - Epoch(train) [92][3480/3757] lr: 4.913e-03 eta: 1 day, 0:09:30 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 8.0277 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.5316 loss: 2.5316 2022/06/26 14:05:00 - mmengine - INFO - Epoch(train) [92][3500/3757] lr: 4.913e-03 eta: 1 day, 0:09:25 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 5.5758 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.7339 loss: 2.7339 2022/06/26 14:05:05 - mmengine - INFO - Epoch(train) [92][3520/3757] lr: 4.913e-03 eta: 1 day, 0:09:19 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 7.5066 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.3922 loss: 2.3922 2022/06/26 14:05:10 - mmengine - INFO - Epoch(train) [92][3540/3757] lr: 4.913e-03 eta: 1 day, 0:09:14 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.1742 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.5532 loss: 2.5532 2022/06/26 14:05:15 - mmengine - INFO - Epoch(train) [92][3560/3757] lr: 4.913e-03 eta: 1 day, 0:09:09 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 6.7655 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.6710 loss: 2.6710 2022/06/26 14:05:21 - mmengine - INFO - Epoch(train) [92][3580/3757] lr: 4.913e-03 eta: 1 day, 0:09:03 time: 0.255 data_time: 0.013 memory: 5036 grad_norm: 7.4002 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6077 loss: 2.6077 2022/06/26 14:05:26 - mmengine - INFO - Epoch(train) [92][3600/3757] lr: 4.913e-03 eta: 1 day, 0:08:58 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 7.0344 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1001 loss: 2.1001 2022/06/26 14:05:31 - mmengine - INFO - Epoch(train) [92][3620/3757] lr: 4.913e-03 eta: 1 day, 0:08:53 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 8.2641 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1949 loss: 2.1949 2022/06/26 14:05:36 - mmengine - INFO - Epoch(train) [92][3640/3757] lr: 4.913e-03 eta: 1 day, 0:08:47 time: 0.266 data_time: 0.006 memory: 5036 grad_norm: 8.1750 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.4231 loss: 2.4231 2022/06/26 14:05:41 - mmengine - INFO - Epoch(train) [92][3660/3757] lr: 4.913e-03 eta: 1 day, 0:08:42 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 6.4777 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9486 loss: 1.9486 2022/06/26 14:05:46 - mmengine - INFO - Epoch(train) [92][3680/3757] lr: 4.913e-03 eta: 1 day, 0:08:37 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 9.0594 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.6412 loss: 2.6412 2022/06/26 14:05:52 - mmengine - INFO - Epoch(train) [92][3700/3757] lr: 4.913e-03 eta: 1 day, 0:08:31 time: 0.260 data_time: 0.013 memory: 5036 grad_norm: 8.4653 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5197 loss: 2.5197 2022/06/26 14:05:57 - mmengine - INFO - Epoch(train) [92][3720/3757] lr: 4.913e-03 eta: 1 day, 0:08:26 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 6.8177 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.8880 loss: 1.8880 2022/06/26 14:06:02 - mmengine - INFO - Epoch(train) [92][3740/3757] lr: 4.913e-03 eta: 1 day, 0:08:21 time: 0.244 data_time: 0.003 memory: 5036 grad_norm: 7.1400 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5376 loss: 2.5376 2022/06/26 14:06:06 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 14:06:06 - mmengine - INFO - Saving checkpoint at 92 epochs 2022/06/26 14:06:20 - mmengine - INFO - Epoch(val) [92][20/310] eta: 0:01:45 time: 0.103 data_time: 0.001 memory: 5036 2022/06/26 14:06:24 - mmengine - INFO - Epoch(val) [92][40/310] eta: 0:01:28 time: 0.112 data_time: 0.010 memory: 1723 2022/06/26 14:06:28 - mmengine - INFO - Epoch(val) [92][60/310] eta: 0:00:26 time: 0.105 data_time: 0.002 memory: 1723 2022/06/26 14:06:33 - mmengine - INFO - Epoch(val) [92][80/310] eta: 0:00:26 time: 0.107 data_time: 0.001 memory: 1723 2022/06/26 14:06:40 - mmengine - INFO - Epoch(val) [92][100/310] eta: 0:01:13 time: 0.104 data_time: 0.002 memory: 1723 2022/06/26 14:06:45 - mmengine - INFO - Epoch(val) [92][120/310] eta: 0:01:11 time: 0.605 data_time: 0.504 memory: 1723 2022/06/26 14:06:50 - mmengine - INFO - Epoch(val) [92][140/310] eta: 0:00:37 time: 0.108 data_time: 0.001 memory: 1723 2022/06/26 14:06:54 - mmengine - INFO - Epoch(val) [92][160/310] eta: 0:00:22 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 14:07:01 - mmengine - INFO - Epoch(val) [92][180/310] eta: 0:00:38 time: 0.103 data_time: 0.002 memory: 1723 2022/06/26 14:07:06 - mmengine - INFO - Epoch(val) [92][200/310] eta: 0:00:39 time: 0.502 data_time: 0.395 memory: 1723 2022/06/26 14:07:11 - mmengine - INFO - Epoch(val) [92][220/310] eta: 0:00:26 time: 0.106 data_time: 0.004 memory: 1723 2022/06/26 14:07:15 - mmengine - INFO - Epoch(val) [92][240/310] eta: 0:00:10 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 14:07:22 - mmengine - INFO - Epoch(val) [92][260/310] eta: 0:00:17 time: 0.112 data_time: 0.002 memory: 1723 2022/06/26 14:07:26 - mmengine - INFO - Epoch(val) [92][280/310] eta: 0:00:08 time: 0.130 data_time: 0.017 memory: 1723 2022/06/26 14:07:29 - mmengine - INFO - Epoch(val) [92][300/310] eta: 0:00:01 time: 0.102 data_time: 0.001 memory: 1723 2022/06/26 14:07:31 - mmengine - INFO - Epoch(val) [92][310/310] acc/top1: 0.5276 acc/top5: 0.7715 acc/mean1: 0.5274 2022/06/26 14:07:41 - mmengine - INFO - Epoch(train) [93][20/3757] lr: 4.826e-03 eta: 1 day, 0:08:13 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 6.9992 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.8744 loss: 2.8744 2022/06/26 14:07:46 - mmengine - INFO - Epoch(train) [93][40/3757] lr: 4.826e-03 eta: 1 day, 0:08:08 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 7.9994 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.1417 loss: 2.1417 2022/06/26 14:07:51 - mmengine - INFO - Epoch(train) [93][60/3757] lr: 4.826e-03 eta: 1 day, 0:08:03 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 7.0874 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6993 loss: 2.6993 2022/06/26 14:07:57 - mmengine - INFO - Epoch(train) [93][80/3757] lr: 4.826e-03 eta: 1 day, 0:07:58 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 7.4598 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6829 loss: 2.6829 2022/06/26 14:08:02 - mmengine - INFO - Epoch(train) [93][100/3757] lr: 4.826e-03 eta: 1 day, 0:07:53 time: 0.257 data_time: 0.011 memory: 5036 grad_norm: 6.1535 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5353 loss: 2.5353 2022/06/26 14:08:07 - mmengine - INFO - Epoch(train) [93][120/3757] lr: 4.826e-03 eta: 1 day, 0:07:47 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 7.0874 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5621 loss: 2.5621 2022/06/26 14:08:13 - mmengine - INFO - Epoch(train) [93][140/3757] lr: 4.826e-03 eta: 1 day, 0:07:42 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 8.2056 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2610 loss: 2.2610 2022/06/26 14:08:18 - mmengine - INFO - Epoch(train) [93][160/3757] lr: 4.826e-03 eta: 1 day, 0:07:37 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 6.6476 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.9797 loss: 1.9797 2022/06/26 14:08:24 - mmengine - INFO - Epoch(train) [93][180/3757] lr: 4.826e-03 eta: 1 day, 0:07:32 time: 0.279 data_time: 0.009 memory: 5036 grad_norm: 8.0076 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3346 loss: 2.3346 2022/06/26 14:08:29 - mmengine - INFO - Epoch(train) [93][200/3757] lr: 4.826e-03 eta: 1 day, 0:07:27 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 8.0632 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7847 loss: 2.7847 2022/06/26 14:08:34 - mmengine - INFO - Epoch(train) [93][220/3757] lr: 4.826e-03 eta: 1 day, 0:07:21 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 7.2194 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4904 loss: 2.4904 2022/06/26 14:08:39 - mmengine - INFO - Epoch(train) [93][240/3757] lr: 4.826e-03 eta: 1 day, 0:07:16 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 6.6135 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0252 loss: 2.0252 2022/06/26 14:08:45 - mmengine - INFO - Epoch(train) [93][260/3757] lr: 4.826e-03 eta: 1 day, 0:07:11 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 6.4124 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.8417 loss: 1.8417 2022/06/26 14:08:50 - mmengine - INFO - Epoch(train) [93][280/3757] lr: 4.826e-03 eta: 1 day, 0:07:06 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 6.4012 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.4868 loss: 2.4868 2022/06/26 14:08:55 - mmengine - INFO - Epoch(train) [93][300/3757] lr: 4.826e-03 eta: 1 day, 0:07:01 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 8.5397 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1633 loss: 2.1633 2022/06/26 14:09:01 - mmengine - INFO - Epoch(train) [93][320/3757] lr: 4.826e-03 eta: 1 day, 0:06:55 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 7.0830 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8712 loss: 1.8712 2022/06/26 14:09:06 - mmengine - INFO - Epoch(train) [93][340/3757] lr: 4.826e-03 eta: 1 day, 0:06:50 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 7.5506 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1406 loss: 2.1406 2022/06/26 14:09:10 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 14:09:11 - mmengine - INFO - Epoch(train) [93][360/3757] lr: 4.826e-03 eta: 1 day, 0:06:45 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 6.8481 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2373 loss: 2.2373 2022/06/26 14:09:17 - mmengine - INFO - Epoch(train) [93][380/3757] lr: 4.826e-03 eta: 1 day, 0:06:40 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 6.9357 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.3951 loss: 2.3951 2022/06/26 14:09:22 - mmengine - INFO - Epoch(train) [93][400/3757] lr: 4.826e-03 eta: 1 day, 0:06:34 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 7.8779 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3666 loss: 2.3666 2022/06/26 14:09:27 - mmengine - INFO - Epoch(train) [93][420/3757] lr: 4.826e-03 eta: 1 day, 0:06:29 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 7.7575 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.1439 loss: 2.1439 2022/06/26 14:09:32 - mmengine - INFO - Epoch(train) [93][440/3757] lr: 4.826e-03 eta: 1 day, 0:06:24 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 6.5727 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.9214 loss: 1.9214 2022/06/26 14:09:38 - mmengine - INFO - Epoch(train) [93][460/3757] lr: 4.826e-03 eta: 1 day, 0:06:19 time: 0.259 data_time: 0.008 memory: 5036 grad_norm: 6.9659 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5207 loss: 2.5207 2022/06/26 14:09:43 - mmengine - INFO - Epoch(train) [93][480/3757] lr: 4.826e-03 eta: 1 day, 0:06:13 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 8.6907 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3481 loss: 2.3481 2022/06/26 14:09:48 - mmengine - INFO - Epoch(train) [93][500/3757] lr: 4.826e-03 eta: 1 day, 0:06:08 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 6.2885 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.3013 loss: 2.3013 2022/06/26 14:09:53 - mmengine - INFO - Epoch(train) [93][520/3757] lr: 4.826e-03 eta: 1 day, 0:06:03 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 9.0326 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.3115 loss: 2.3115 2022/06/26 14:09:59 - mmengine - INFO - Epoch(train) [93][540/3757] lr: 4.826e-03 eta: 1 day, 0:05:57 time: 0.252 data_time: 0.004 memory: 5036 grad_norm: 7.5084 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.4068 loss: 2.4068 2022/06/26 14:10:04 - mmengine - INFO - Epoch(train) [93][560/3757] lr: 4.826e-03 eta: 1 day, 0:05:52 time: 0.263 data_time: 0.009 memory: 5036 grad_norm: 6.1289 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0954 loss: 2.0954 2022/06/26 14:10:09 - mmengine - INFO - Epoch(train) [93][580/3757] lr: 4.826e-03 eta: 1 day, 0:05:47 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 7.0215 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0622 loss: 2.0622 2022/06/26 14:10:14 - mmengine - INFO - Epoch(train) [93][600/3757] lr: 4.826e-03 eta: 1 day, 0:05:42 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 7.0514 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4686 loss: 2.4686 2022/06/26 14:10:20 - mmengine - INFO - Epoch(train) [93][620/3757] lr: 4.826e-03 eta: 1 day, 0:05:36 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 7.7098 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.6499 loss: 2.6499 2022/06/26 14:10:25 - mmengine - INFO - Epoch(train) [93][640/3757] lr: 4.826e-03 eta: 1 day, 0:05:31 time: 0.249 data_time: 0.009 memory: 5036 grad_norm: 7.4547 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6291 loss: 2.6291 2022/06/26 14:10:30 - mmengine - INFO - Epoch(train) [93][660/3757] lr: 4.826e-03 eta: 1 day, 0:05:26 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 7.6517 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.0699 loss: 2.0699 2022/06/26 14:10:36 - mmengine - INFO - Epoch(train) [93][680/3757] lr: 4.826e-03 eta: 1 day, 0:05:21 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 8.5727 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 2.4199 loss: 2.4199 2022/06/26 14:10:41 - mmengine - INFO - Epoch(train) [93][700/3757] lr: 4.826e-03 eta: 1 day, 0:05:15 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 7.2321 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.8205 loss: 2.8205 2022/06/26 14:10:46 - mmengine - INFO - Epoch(train) [93][720/3757] lr: 4.826e-03 eta: 1 day, 0:05:10 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 7.8490 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2411 loss: 2.2411 2022/06/26 14:10:51 - mmengine - INFO - Epoch(train) [93][740/3757] lr: 4.826e-03 eta: 1 day, 0:05:05 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 6.4727 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.0954 loss: 2.0954 2022/06/26 14:10:56 - mmengine - INFO - Epoch(train) [93][760/3757] lr: 4.826e-03 eta: 1 day, 0:04:59 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 6.7867 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3071 loss: 2.3071 2022/06/26 14:11:02 - mmengine - INFO - Epoch(train) [93][780/3757] lr: 4.826e-03 eta: 1 day, 0:04:54 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 7.2986 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.9591 loss: 1.9591 2022/06/26 14:11:07 - mmengine - INFO - Epoch(train) [93][800/3757] lr: 4.826e-03 eta: 1 day, 0:04:49 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 7.7086 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2534 loss: 2.2534 2022/06/26 14:11:12 - mmengine - INFO - Epoch(train) [93][820/3757] lr: 4.826e-03 eta: 1 day, 0:04:43 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 7.9515 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.5311 loss: 2.5311 2022/06/26 14:11:17 - mmengine - INFO - Epoch(train) [93][840/3757] lr: 4.826e-03 eta: 1 day, 0:04:38 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 7.4344 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2641 loss: 2.2641 2022/06/26 14:11:22 - mmengine - INFO - Epoch(train) [93][860/3757] lr: 4.826e-03 eta: 1 day, 0:04:33 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 7.4236 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.4613 loss: 2.4613 2022/06/26 14:11:28 - mmengine - INFO - Epoch(train) [93][880/3757] lr: 4.826e-03 eta: 1 day, 0:04:27 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 7.3202 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.2938 loss: 2.2938 2022/06/26 14:11:33 - mmengine - INFO - Epoch(train) [93][900/3757] lr: 4.826e-03 eta: 1 day, 0:04:22 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 8.0717 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.1345 loss: 2.1345 2022/06/26 14:11:38 - mmengine - INFO - Epoch(train) [93][920/3757] lr: 4.826e-03 eta: 1 day, 0:04:17 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 7.0942 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3086 loss: 2.3086 2022/06/26 14:11:43 - mmengine - INFO - Epoch(train) [93][940/3757] lr: 4.826e-03 eta: 1 day, 0:04:11 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 6.9906 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4768 loss: 2.4768 2022/06/26 14:11:48 - mmengine - INFO - Epoch(train) [93][960/3757] lr: 4.826e-03 eta: 1 day, 0:04:06 time: 0.256 data_time: 0.010 memory: 5036 grad_norm: 7.0243 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.0068 loss: 2.0068 2022/06/26 14:11:54 - mmengine - INFO - Epoch(train) [93][980/3757] lr: 4.826e-03 eta: 1 day, 0:04:01 time: 0.259 data_time: 0.012 memory: 5036 grad_norm: 7.9296 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.4526 loss: 2.4526 2022/06/26 14:11:59 - mmengine - INFO - Epoch(train) [93][1000/3757] lr: 4.826e-03 eta: 1 day, 0:03:56 time: 0.251 data_time: 0.007 memory: 5036 grad_norm: 7.7510 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1238 loss: 2.1238 2022/06/26 14:12:04 - mmengine - INFO - Epoch(train) [93][1020/3757] lr: 4.826e-03 eta: 1 day, 0:03:50 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 7.8894 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.5358 loss: 2.5358 2022/06/26 14:12:10 - mmengine - INFO - Epoch(train) [93][1040/3757] lr: 4.826e-03 eta: 1 day, 0:03:45 time: 0.264 data_time: 0.009 memory: 5036 grad_norm: 6.7738 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2683 loss: 2.2683 2022/06/26 14:12:15 - mmengine - INFO - Epoch(train) [93][1060/3757] lr: 4.826e-03 eta: 1 day, 0:03:40 time: 0.255 data_time: 0.011 memory: 5036 grad_norm: 7.1917 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4891 loss: 2.4891 2022/06/26 14:12:20 - mmengine - INFO - Epoch(train) [93][1080/3757] lr: 4.826e-03 eta: 1 day, 0:03:35 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 7.6852 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.2820 loss: 2.2820 2022/06/26 14:12:25 - mmengine - INFO - Epoch(train) [93][1100/3757] lr: 4.826e-03 eta: 1 day, 0:03:29 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 6.8766 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7589 loss: 2.7589 2022/06/26 14:12:31 - mmengine - INFO - Epoch(train) [93][1120/3757] lr: 4.826e-03 eta: 1 day, 0:03:24 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 8.2373 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.9395 loss: 2.9395 2022/06/26 14:12:36 - mmengine - INFO - Epoch(train) [93][1140/3757] lr: 4.826e-03 eta: 1 day, 0:03:19 time: 0.269 data_time: 0.003 memory: 5036 grad_norm: 6.9835 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.1028 loss: 2.1028 2022/06/26 14:12:41 - mmengine - INFO - Epoch(train) [93][1160/3757] lr: 4.826e-03 eta: 1 day, 0:03:13 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 7.4342 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6622 loss: 1.6622 2022/06/26 14:12:47 - mmengine - INFO - Epoch(train) [93][1180/3757] lr: 4.826e-03 eta: 1 day, 0:03:08 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 7.8904 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.4213 loss: 2.4213 2022/06/26 14:12:52 - mmengine - INFO - Epoch(train) [93][1200/3757] lr: 4.826e-03 eta: 1 day, 0:03:03 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 8.0188 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.5921 loss: 2.5921 2022/06/26 14:12:57 - mmengine - INFO - Epoch(train) [93][1220/3757] lr: 4.826e-03 eta: 1 day, 0:02:58 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 7.2032 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.7129 loss: 2.7129 2022/06/26 14:13:02 - mmengine - INFO - Epoch(train) [93][1240/3757] lr: 4.826e-03 eta: 1 day, 0:02:52 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 7.5002 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.2248 loss: 2.2248 2022/06/26 14:13:07 - mmengine - INFO - Epoch(train) [93][1260/3757] lr: 4.826e-03 eta: 1 day, 0:02:47 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 7.3390 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.2136 loss: 2.2136 2022/06/26 14:13:13 - mmengine - INFO - Epoch(train) [93][1280/3757] lr: 4.826e-03 eta: 1 day, 0:02:42 time: 0.264 data_time: 0.008 memory: 5036 grad_norm: 7.3724 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3701 loss: 2.3701 2022/06/26 14:13:18 - mmengine - INFO - Epoch(train) [93][1300/3757] lr: 4.826e-03 eta: 1 day, 0:02:36 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 7.7407 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5875 loss: 2.5875 2022/06/26 14:13:23 - mmengine - INFO - Epoch(train) [93][1320/3757] lr: 4.826e-03 eta: 1 day, 0:02:31 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 7.5466 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.2391 loss: 2.2391 2022/06/26 14:13:28 - mmengine - INFO - Epoch(train) [93][1340/3757] lr: 4.826e-03 eta: 1 day, 0:02:26 time: 0.262 data_time: 0.009 memory: 5036 grad_norm: 6.7589 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.3300 loss: 2.3300 2022/06/26 14:13:32 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 14:13:33 - mmengine - INFO - Epoch(train) [93][1360/3757] lr: 4.826e-03 eta: 1 day, 0:02:20 time: 0.254 data_time: 0.002 memory: 5036 grad_norm: 6.7411 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8810 loss: 1.8810 2022/06/26 14:13:39 - mmengine - INFO - Epoch(train) [93][1380/3757] lr: 4.826e-03 eta: 1 day, 0:02:15 time: 0.264 data_time: 0.006 memory: 5036 grad_norm: 7.7258 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4421 loss: 2.4421 2022/06/26 14:13:44 - mmengine - INFO - Epoch(train) [93][1400/3757] lr: 4.826e-03 eta: 1 day, 0:02:10 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 7.8906 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4090 loss: 2.4090 2022/06/26 14:13:49 - mmengine - INFO - Epoch(train) [93][1420/3757] lr: 4.826e-03 eta: 1 day, 0:02:04 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 6.8407 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.3750 loss: 2.3750 2022/06/26 14:13:54 - mmengine - INFO - Epoch(train) [93][1440/3757] lr: 4.826e-03 eta: 1 day, 0:01:59 time: 0.296 data_time: 0.022 memory: 5036 grad_norm: 8.9467 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1743 loss: 2.1743 2022/06/26 14:13:59 - mmengine - INFO - Epoch(train) [93][1460/3757] lr: 4.826e-03 eta: 1 day, 0:01:54 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 7.9364 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.6472 loss: 2.6472 2022/06/26 14:14:05 - mmengine - INFO - Epoch(train) [93][1480/3757] lr: 4.826e-03 eta: 1 day, 0:01:49 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 6.0508 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.1594 loss: 2.1594 2022/06/26 14:14:10 - mmengine - INFO - Epoch(train) [93][1500/3757] lr: 4.826e-03 eta: 1 day, 0:01:43 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 7.9200 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3497 loss: 2.3497 2022/06/26 14:14:15 - mmengine - INFO - Epoch(train) [93][1520/3757] lr: 4.826e-03 eta: 1 day, 0:01:38 time: 0.249 data_time: 0.008 memory: 5036 grad_norm: 7.5925 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6775 loss: 2.6775 2022/06/26 14:14:21 - mmengine - INFO - Epoch(train) [93][1540/3757] lr: 4.826e-03 eta: 1 day, 0:01:33 time: 0.261 data_time: 0.009 memory: 5036 grad_norm: 6.5862 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.0254 loss: 2.0254 2022/06/26 14:14:26 - mmengine - INFO - Epoch(train) [93][1560/3757] lr: 4.826e-03 eta: 1 day, 0:01:28 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 8.6786 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.8034 loss: 2.8034 2022/06/26 14:14:31 - mmengine - INFO - Epoch(train) [93][1580/3757] lr: 4.826e-03 eta: 1 day, 0:01:23 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 6.4493 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.2346 loss: 2.2346 2022/06/26 14:14:37 - mmengine - INFO - Epoch(train) [93][1600/3757] lr: 4.826e-03 eta: 1 day, 0:01:17 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 7.5252 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1861 loss: 2.1861 2022/06/26 14:14:42 - mmengine - INFO - Epoch(train) [93][1620/3757] lr: 4.826e-03 eta: 1 day, 0:01:12 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 7.2119 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.3017 loss: 2.3017 2022/06/26 14:14:47 - mmengine - INFO - Epoch(train) [93][1640/3757] lr: 4.826e-03 eta: 1 day, 0:01:07 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 7.8303 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3335 loss: 2.3335 2022/06/26 14:14:52 - mmengine - INFO - Epoch(train) [93][1660/3757] lr: 4.826e-03 eta: 1 day, 0:01:01 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 7.8825 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.1903 loss: 2.1903 2022/06/26 14:14:57 - mmengine - INFO - Epoch(train) [93][1680/3757] lr: 4.826e-03 eta: 1 day, 0:00:56 time: 0.257 data_time: 0.010 memory: 5036 grad_norm: 7.4014 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.2084 loss: 2.2084 2022/06/26 14:15:02 - mmengine - INFO - Epoch(train) [93][1700/3757] lr: 4.826e-03 eta: 1 day, 0:00:50 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 8.2822 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6345 loss: 2.6345 2022/06/26 14:15:08 - mmengine - INFO - Epoch(train) [93][1720/3757] lr: 4.826e-03 eta: 1 day, 0:00:45 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 6.6642 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.3699 loss: 2.3699 2022/06/26 14:15:13 - mmengine - INFO - Epoch(train) [93][1740/3757] lr: 4.826e-03 eta: 1 day, 0:00:40 time: 0.253 data_time: 0.011 memory: 5036 grad_norm: 7.6790 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3189 loss: 2.3189 2022/06/26 14:15:18 - mmengine - INFO - Epoch(train) [93][1760/3757] lr: 4.826e-03 eta: 1 day, 0:00:34 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 7.7697 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3100 loss: 2.3100 2022/06/26 14:15:23 - mmengine - INFO - Epoch(train) [93][1780/3757] lr: 4.826e-03 eta: 1 day, 0:00:29 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 6.5695 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.2824 loss: 2.2824 2022/06/26 14:15:28 - mmengine - INFO - Epoch(train) [93][1800/3757] lr: 4.826e-03 eta: 1 day, 0:00:24 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 7.3708 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0193 loss: 2.0193 2022/06/26 14:15:34 - mmengine - INFO - Epoch(train) [93][1820/3757] lr: 4.826e-03 eta: 1 day, 0:00:18 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 7.7202 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8770 loss: 2.8770 2022/06/26 14:15:39 - mmengine - INFO - Epoch(train) [93][1840/3757] lr: 4.826e-03 eta: 1 day, 0:00:13 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 7.2680 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3541 loss: 2.3541 2022/06/26 14:15:44 - mmengine - INFO - Epoch(train) [93][1860/3757] lr: 4.826e-03 eta: 1 day, 0:00:08 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 7.0203 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.6256 loss: 2.6256 2022/06/26 14:15:49 - mmengine - INFO - Epoch(train) [93][1880/3757] lr: 4.826e-03 eta: 1 day, 0:00:02 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.3811 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.4795 loss: 2.4795 2022/06/26 14:15:54 - mmengine - INFO - Epoch(train) [93][1900/3757] lr: 4.826e-03 eta: 23:59:57 time: 0.269 data_time: 0.016 memory: 5036 grad_norm: 7.6423 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5308 loss: 2.5308 2022/06/26 14:16:00 - mmengine - INFO - Epoch(train) [93][1920/3757] lr: 4.826e-03 eta: 23:59:52 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 7.9698 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.4469 loss: 2.4469 2022/06/26 14:16:05 - mmengine - INFO - Epoch(train) [93][1940/3757] lr: 4.826e-03 eta: 23:59:47 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 7.4708 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6828 loss: 2.6828 2022/06/26 14:16:10 - mmengine - INFO - Epoch(train) [93][1960/3757] lr: 4.826e-03 eta: 23:59:42 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.7613 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3361 loss: 2.3361 2022/06/26 14:16:16 - mmengine - INFO - Epoch(train) [93][1980/3757] lr: 4.826e-03 eta: 23:59:36 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 6.6275 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2008 loss: 2.2008 2022/06/26 14:16:21 - mmengine - INFO - Epoch(train) [93][2000/3757] lr: 4.826e-03 eta: 23:59:31 time: 0.256 data_time: 0.010 memory: 5036 grad_norm: 7.3286 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.4746 loss: 2.4746 2022/06/26 14:16:27 - mmengine - INFO - Epoch(train) [93][2020/3757] lr: 4.826e-03 eta: 23:59:26 time: 0.245 data_time: 0.003 memory: 5036 grad_norm: 8.5771 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.2572 loss: 2.2572 2022/06/26 14:16:32 - mmengine - INFO - Epoch(train) [93][2040/3757] lr: 4.826e-03 eta: 23:59:21 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 7.7255 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3831 loss: 2.3831 2022/06/26 14:16:37 - mmengine - INFO - Epoch(train) [93][2060/3757] lr: 4.826e-03 eta: 23:59:16 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 7.1692 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0641 loss: 2.0641 2022/06/26 14:16:42 - mmengine - INFO - Epoch(train) [93][2080/3757] lr: 4.826e-03 eta: 23:59:10 time: 0.254 data_time: 0.008 memory: 5036 grad_norm: 7.0111 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7359 loss: 2.7359 2022/06/26 14:16:48 - mmengine - INFO - Epoch(train) [93][2100/3757] lr: 4.826e-03 eta: 23:59:05 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.4911 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5895 loss: 2.5895 2022/06/26 14:16:53 - mmengine - INFO - Epoch(train) [93][2120/3757] lr: 4.826e-03 eta: 23:59:00 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 8.2819 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1187 loss: 2.1187 2022/06/26 14:16:58 - mmengine - INFO - Epoch(train) [93][2140/3757] lr: 4.826e-03 eta: 23:58:54 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 7.4331 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6614 loss: 2.6614 2022/06/26 14:17:03 - mmengine - INFO - Epoch(train) [93][2160/3757] lr: 4.826e-03 eta: 23:58:49 time: 0.250 data_time: 0.008 memory: 5036 grad_norm: 7.7221 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3654 loss: 2.3654 2022/06/26 14:17:08 - mmengine - INFO - Epoch(train) [93][2180/3757] lr: 4.826e-03 eta: 23:58:44 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 7.5487 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2842 loss: 2.2842 2022/06/26 14:17:14 - mmengine - INFO - Epoch(train) [93][2200/3757] lr: 4.826e-03 eta: 23:58:38 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 6.3985 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.3615 loss: 2.3615 2022/06/26 14:17:19 - mmengine - INFO - Epoch(train) [93][2220/3757] lr: 4.826e-03 eta: 23:58:33 time: 0.248 data_time: 0.008 memory: 5036 grad_norm: 7.9778 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.9282 loss: 1.9282 2022/06/26 14:17:24 - mmengine - INFO - Epoch(train) [93][2240/3757] lr: 4.826e-03 eta: 23:58:28 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 7.8576 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1791 loss: 2.1791 2022/06/26 14:17:29 - mmengine - INFO - Epoch(train) [93][2260/3757] lr: 4.826e-03 eta: 23:58:22 time: 0.246 data_time: 0.004 memory: 5036 grad_norm: 6.0161 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5742 loss: 2.5742 2022/06/26 14:17:35 - mmengine - INFO - Epoch(train) [93][2280/3757] lr: 4.826e-03 eta: 23:58:17 time: 0.489 data_time: 0.019 memory: 5036 grad_norm: 7.5050 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.5963 loss: 2.5963 2022/06/26 14:17:40 - mmengine - INFO - Epoch(train) [93][2300/3757] lr: 4.826e-03 eta: 23:58:12 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 7.5476 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2752 loss: 2.2752 2022/06/26 14:17:45 - mmengine - INFO - Epoch(train) [93][2320/3757] lr: 4.826e-03 eta: 23:58:07 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 7.1960 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0481 loss: 2.0481 2022/06/26 14:17:51 - mmengine - INFO - Epoch(train) [93][2340/3757] lr: 4.826e-03 eta: 23:58:02 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 7.0830 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2381 loss: 2.2381 2022/06/26 14:17:55 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 14:17:56 - mmengine - INFO - Epoch(train) [93][2360/3757] lr: 4.826e-03 eta: 23:57:56 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 9.1574 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4390 loss: 2.4390 2022/06/26 14:18:01 - mmengine - INFO - Epoch(train) [93][2380/3757] lr: 4.826e-03 eta: 23:57:51 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 6.8629 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 2.3511 loss: 2.3511 2022/06/26 14:18:06 - mmengine - INFO - Epoch(train) [93][2400/3757] lr: 4.826e-03 eta: 23:57:46 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 6.8099 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3191 loss: 2.3191 2022/06/26 14:18:11 - mmengine - INFO - Epoch(train) [93][2420/3757] lr: 4.826e-03 eta: 23:57:40 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 8.4396 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.6700 loss: 2.6700 2022/06/26 14:18:17 - mmengine - INFO - Epoch(train) [93][2440/3757] lr: 4.826e-03 eta: 23:57:35 time: 0.249 data_time: 0.009 memory: 5036 grad_norm: 6.9588 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3529 loss: 2.3529 2022/06/26 14:18:22 - mmengine - INFO - Epoch(train) [93][2460/3757] lr: 4.826e-03 eta: 23:57:30 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 7.4505 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2752 loss: 2.2752 2022/06/26 14:18:27 - mmengine - INFO - Epoch(train) [93][2480/3757] lr: 4.826e-03 eta: 23:57:24 time: 0.246 data_time: 0.004 memory: 5036 grad_norm: 7.2567 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.3671 loss: 2.3671 2022/06/26 14:18:32 - mmengine - INFO - Epoch(train) [93][2500/3757] lr: 4.826e-03 eta: 23:57:19 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 7.3612 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.2098 loss: 2.2098 2022/06/26 14:18:38 - mmengine - INFO - Epoch(train) [93][2520/3757] lr: 4.826e-03 eta: 23:57:14 time: 0.254 data_time: 0.008 memory: 5036 grad_norm: 6.9771 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3679 loss: 2.3679 2022/06/26 14:18:43 - mmengine - INFO - Epoch(train) [93][2540/3757] lr: 4.826e-03 eta: 23:57:08 time: 0.250 data_time: 0.007 memory: 5036 grad_norm: 7.4131 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0637 loss: 2.0637 2022/06/26 14:18:48 - mmengine - INFO - Epoch(train) [93][2560/3757] lr: 4.826e-03 eta: 23:57:03 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 7.1805 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2384 loss: 2.2384 2022/06/26 14:18:53 - mmengine - INFO - Epoch(train) [93][2580/3757] lr: 4.826e-03 eta: 23:56:58 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 6.2680 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6842 loss: 2.6842 2022/06/26 14:18:59 - mmengine - INFO - Epoch(train) [93][2600/3757] lr: 4.826e-03 eta: 23:56:53 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 7.2593 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6466 loss: 2.6466 2022/06/26 14:19:04 - mmengine - INFO - Epoch(train) [93][2620/3757] lr: 4.826e-03 eta: 23:56:48 time: 0.253 data_time: 0.010 memory: 5036 grad_norm: 6.5815 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4498 loss: 2.4498 2022/06/26 14:19:09 - mmengine - INFO - Epoch(train) [93][2640/3757] lr: 4.826e-03 eta: 23:56:42 time: 0.249 data_time: 0.008 memory: 5036 grad_norm: 6.0942 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4040 loss: 2.4040 2022/06/26 14:19:14 - mmengine - INFO - Epoch(train) [93][2660/3757] lr: 4.826e-03 eta: 23:56:37 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 7.1619 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1175 loss: 2.1175 2022/06/26 14:19:20 - mmengine - INFO - Epoch(train) [93][2680/3757] lr: 4.826e-03 eta: 23:56:32 time: 0.262 data_time: 0.009 memory: 5036 grad_norm: 7.8491 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3770 loss: 2.3770 2022/06/26 14:19:25 - mmengine - INFO - Epoch(train) [93][2700/3757] lr: 4.826e-03 eta: 23:56:26 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 9.1535 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.2295 loss: 2.2295 2022/06/26 14:19:30 - mmengine - INFO - Epoch(train) [93][2720/3757] lr: 4.826e-03 eta: 23:56:21 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 6.9642 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7126 loss: 2.7126 2022/06/26 14:19:35 - mmengine - INFO - Epoch(train) [93][2740/3757] lr: 4.826e-03 eta: 23:56:16 time: 0.267 data_time: 0.003 memory: 5036 grad_norm: 7.4083 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.2681 loss: 2.2681 2022/06/26 14:19:40 - mmengine - INFO - Epoch(train) [93][2760/3757] lr: 4.826e-03 eta: 23:56:10 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 6.7504 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.0043 loss: 2.0043 2022/06/26 14:19:46 - mmengine - INFO - Epoch(train) [93][2780/3757] lr: 4.826e-03 eta: 23:56:05 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 7.6937 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6437 loss: 2.6437 2022/06/26 14:19:51 - mmengine - INFO - Epoch(train) [93][2800/3757] lr: 4.826e-03 eta: 23:56:00 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 7.1809 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2566 loss: 2.2566 2022/06/26 14:19:56 - mmengine - INFO - Epoch(train) [93][2820/3757] lr: 4.826e-03 eta: 23:55:54 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 7.6707 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.1599 loss: 2.1599 2022/06/26 14:20:01 - mmengine - INFO - Epoch(train) [93][2840/3757] lr: 4.826e-03 eta: 23:55:49 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 6.4355 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.4409 loss: 2.4409 2022/06/26 14:20:06 - mmengine - INFO - Epoch(train) [93][2860/3757] lr: 4.826e-03 eta: 23:55:44 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 8.7172 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.3408 loss: 2.3408 2022/06/26 14:20:11 - mmengine - INFO - Epoch(train) [93][2880/3757] lr: 4.826e-03 eta: 23:55:38 time: 0.258 data_time: 0.010 memory: 5036 grad_norm: 8.5405 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 2.1208 loss: 2.1208 2022/06/26 14:20:17 - mmengine - INFO - Epoch(train) [93][2900/3757] lr: 4.826e-03 eta: 23:55:33 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 9.1525 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7862 loss: 2.7862 2022/06/26 14:20:22 - mmengine - INFO - Epoch(train) [93][2920/3757] lr: 4.826e-03 eta: 23:55:28 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 6.2537 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1085 loss: 2.1085 2022/06/26 14:20:27 - mmengine - INFO - Epoch(train) [93][2940/3757] lr: 4.826e-03 eta: 23:55:22 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 7.4614 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4931 loss: 2.4931 2022/06/26 14:20:32 - mmengine - INFO - Epoch(train) [93][2960/3757] lr: 4.826e-03 eta: 23:55:17 time: 0.261 data_time: 0.008 memory: 5036 grad_norm: 7.3158 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6145 loss: 2.6145 2022/06/26 14:20:38 - mmengine - INFO - Epoch(train) [93][2980/3757] lr: 4.826e-03 eta: 23:55:12 time: 0.263 data_time: 0.008 memory: 5036 grad_norm: 7.3204 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.5633 loss: 2.5633 2022/06/26 14:20:43 - mmengine - INFO - Epoch(train) [93][3000/3757] lr: 4.826e-03 eta: 23:55:06 time: 0.252 data_time: 0.010 memory: 5036 grad_norm: 7.2801 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.2309 loss: 2.2309 2022/06/26 14:20:48 - mmengine - INFO - Epoch(train) [93][3020/3757] lr: 4.826e-03 eta: 23:55:01 time: 0.266 data_time: 0.003 memory: 5036 grad_norm: 8.1758 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.6207 loss: 2.6207 2022/06/26 14:20:53 - mmengine - INFO - Epoch(train) [93][3040/3757] lr: 4.826e-03 eta: 23:54:56 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 7.3814 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2868 loss: 2.2868 2022/06/26 14:20:59 - mmengine - INFO - Epoch(train) [93][3060/3757] lr: 4.826e-03 eta: 23:54:51 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 6.9114 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5277 loss: 2.5277 2022/06/26 14:21:04 - mmengine - INFO - Epoch(train) [93][3080/3757] lr: 4.826e-03 eta: 23:54:46 time: 0.258 data_time: 0.013 memory: 5036 grad_norm: 8.0706 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0233 loss: 2.0233 2022/06/26 14:21:09 - mmengine - INFO - Epoch(train) [93][3100/3757] lr: 4.826e-03 eta: 23:54:40 time: 0.260 data_time: 0.012 memory: 5036 grad_norm: 7.2109 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.2207 loss: 2.2207 2022/06/26 14:21:15 - mmengine - INFO - Epoch(train) [93][3120/3757] lr: 4.826e-03 eta: 23:54:35 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 7.4303 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9416 loss: 2.9416 2022/06/26 14:21:20 - mmengine - INFO - Epoch(train) [93][3140/3757] lr: 4.826e-03 eta: 23:54:30 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 6.8890 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.6193 loss: 2.6193 2022/06/26 14:21:25 - mmengine - INFO - Epoch(train) [93][3160/3757] lr: 4.826e-03 eta: 23:54:24 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 7.3611 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.4046 loss: 2.4046 2022/06/26 14:21:30 - mmengine - INFO - Epoch(train) [93][3180/3757] lr: 4.826e-03 eta: 23:54:19 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 7.4895 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.4207 loss: 2.4207 2022/06/26 14:21:36 - mmengine - INFO - Epoch(train) [93][3200/3757] lr: 4.826e-03 eta: 23:54:14 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 6.9734 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.3714 loss: 2.3714 2022/06/26 14:21:41 - mmengine - INFO - Epoch(train) [93][3220/3757] lr: 4.826e-03 eta: 23:54:08 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 7.1831 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5734 loss: 2.5734 2022/06/26 14:21:46 - mmengine - INFO - Epoch(train) [93][3240/3757] lr: 4.826e-03 eta: 23:54:03 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 6.4813 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5816 loss: 2.5816 2022/06/26 14:21:51 - mmengine - INFO - Epoch(train) [93][3260/3757] lr: 4.826e-03 eta: 23:53:58 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 7.7870 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5280 loss: 2.5280 2022/06/26 14:21:56 - mmengine - INFO - Epoch(train) [93][3280/3757] lr: 4.826e-03 eta: 23:53:52 time: 0.255 data_time: 0.014 memory: 5036 grad_norm: 8.1238 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4132 loss: 2.4132 2022/06/26 14:22:01 - mmengine - INFO - Epoch(train) [93][3300/3757] lr: 4.826e-03 eta: 23:53:47 time: 0.260 data_time: 0.009 memory: 5036 grad_norm: 6.8915 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.2603 loss: 2.2603 2022/06/26 14:22:07 - mmengine - INFO - Epoch(train) [93][3320/3757] lr: 4.826e-03 eta: 23:53:42 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 7.8347 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.2640 loss: 2.2640 2022/06/26 14:22:12 - mmengine - INFO - Epoch(train) [93][3340/3757] lr: 4.826e-03 eta: 23:53:36 time: 0.252 data_time: 0.004 memory: 5036 grad_norm: 7.5306 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2022 loss: 2.2022 2022/06/26 14:22:16 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 14:22:17 - mmengine - INFO - Epoch(train) [93][3360/3757] lr: 4.826e-03 eta: 23:53:31 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 8.0963 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0815 loss: 2.0815 2022/06/26 14:22:22 - mmengine - INFO - Epoch(train) [93][3380/3757] lr: 4.826e-03 eta: 23:53:26 time: 0.262 data_time: 0.015 memory: 5036 grad_norm: 7.9993 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7302 loss: 2.7302 2022/06/26 14:22:28 - mmengine - INFO - Epoch(train) [93][3400/3757] lr: 4.826e-03 eta: 23:53:21 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 8.3399 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4447 loss: 2.4447 2022/06/26 14:22:33 - mmengine - INFO - Epoch(train) [93][3420/3757] lr: 4.826e-03 eta: 23:53:15 time: 0.254 data_time: 0.008 memory: 5036 grad_norm: 6.1484 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3163 loss: 2.3163 2022/06/26 14:22:38 - mmengine - INFO - Epoch(train) [93][3440/3757] lr: 4.826e-03 eta: 23:53:10 time: 0.273 data_time: 0.009 memory: 5036 grad_norm: 7.1940 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3878 loss: 2.3878 2022/06/26 14:22:43 - mmengine - INFO - Epoch(train) [93][3460/3757] lr: 4.826e-03 eta: 23:53:05 time: 0.256 data_time: 0.010 memory: 5036 grad_norm: 8.0336 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2987 loss: 2.2987 2022/06/26 14:22:49 - mmengine - INFO - Epoch(train) [93][3480/3757] lr: 4.826e-03 eta: 23:52:59 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 6.9942 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.3213 loss: 2.3213 2022/06/26 14:22:54 - mmengine - INFO - Epoch(train) [93][3500/3757] lr: 4.826e-03 eta: 23:52:54 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 7.0530 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.2871 loss: 2.2871 2022/06/26 14:22:59 - mmengine - INFO - Epoch(train) [93][3520/3757] lr: 4.826e-03 eta: 23:52:49 time: 0.249 data_time: 0.009 memory: 5036 grad_norm: 7.1524 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9779 loss: 1.9779 2022/06/26 14:23:04 - mmengine - INFO - Epoch(train) [93][3540/3757] lr: 4.826e-03 eta: 23:52:44 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 7.5366 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2802 loss: 2.2802 2022/06/26 14:23:10 - mmengine - INFO - Epoch(train) [93][3560/3757] lr: 4.826e-03 eta: 23:52:38 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 8.7840 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4362 loss: 2.4362 2022/06/26 14:23:15 - mmengine - INFO - Epoch(train) [93][3580/3757] lr: 4.826e-03 eta: 23:52:33 time: 0.311 data_time: 0.006 memory: 5036 grad_norm: 6.8648 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4093 loss: 2.4093 2022/06/26 14:23:20 - mmengine - INFO - Epoch(train) [93][3600/3757] lr: 4.826e-03 eta: 23:52:28 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 7.7160 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.5327 loss: 2.5327 2022/06/26 14:23:25 - mmengine - INFO - Epoch(train) [93][3620/3757] lr: 4.826e-03 eta: 23:52:22 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 7.2969 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2827 loss: 2.2827 2022/06/26 14:23:30 - mmengine - INFO - Epoch(train) [93][3640/3757] lr: 4.826e-03 eta: 23:52:17 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 6.4436 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9294 loss: 1.9294 2022/06/26 14:23:36 - mmengine - INFO - Epoch(train) [93][3660/3757] lr: 4.826e-03 eta: 23:52:12 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 6.9663 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1956 loss: 2.1956 2022/06/26 14:23:41 - mmengine - INFO - Epoch(train) [93][3680/3757] lr: 4.826e-03 eta: 23:52:07 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 6.3405 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.6856 loss: 2.6856 2022/06/26 14:23:47 - mmengine - INFO - Epoch(train) [93][3700/3757] lr: 4.826e-03 eta: 23:52:02 time: 0.255 data_time: 0.010 memory: 5036 grad_norm: 7.1976 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1493 loss: 2.1493 2022/06/26 14:23:52 - mmengine - INFO - Epoch(train) [93][3720/3757] lr: 4.826e-03 eta: 23:51:56 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 8.0994 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4433 loss: 2.4433 2022/06/26 14:23:57 - mmengine - INFO - Epoch(train) [93][3740/3757] lr: 4.826e-03 eta: 23:51:51 time: 0.238 data_time: 0.002 memory: 5036 grad_norm: 6.6742 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3264 loss: 2.3264 2022/06/26 14:24:01 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 14:24:01 - mmengine - INFO - Saving checkpoint at 93 epochs 2022/06/26 14:24:14 - mmengine - INFO - Epoch(val) [93][20/310] eta: 0:01:46 time: 0.107 data_time: 0.005 memory: 5036 2022/06/26 14:24:18 - mmengine - INFO - Epoch(val) [93][40/310] eta: 0:01:38 time: 0.107 data_time: 0.005 memory: 1723 2022/06/26 14:24:23 - mmengine - INFO - Epoch(val) [93][60/310] eta: 0:00:25 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 14:24:27 - mmengine - INFO - Epoch(val) [93][80/310] eta: 0:00:24 time: 0.103 data_time: 0.002 memory: 1723 2022/06/26 14:24:35 - mmengine - INFO - Epoch(val) [93][100/310] eta: 0:01:16 time: 0.098 data_time: 0.001 memory: 1723 2022/06/26 14:24:39 - mmengine - INFO - Epoch(val) [93][120/310] eta: 0:01:06 time: 0.106 data_time: 0.005 memory: 1723 2022/06/26 14:24:44 - mmengine - INFO - Epoch(val) [93][140/310] eta: 0:00:18 time: 0.109 data_time: 0.001 memory: 1723 2022/06/26 14:24:49 - mmengine - INFO - Epoch(val) [93][160/310] eta: 0:00:15 time: 0.103 data_time: 0.002 memory: 1723 2022/06/26 14:24:56 - mmengine - INFO - Epoch(val) [93][180/310] eta: 0:00:47 time: 0.106 data_time: 0.001 memory: 1723 2022/06/26 14:25:00 - mmengine - INFO - Epoch(val) [93][200/310] eta: 0:00:39 time: 0.107 data_time: 0.005 memory: 1723 2022/06/26 14:25:05 - mmengine - INFO - Epoch(val) [93][220/310] eta: 0:00:10 time: 0.103 data_time: 0.002 memory: 1723 2022/06/26 14:25:10 - mmengine - INFO - Epoch(val) [93][240/310] eta: 0:00:07 time: 0.109 data_time: 0.002 memory: 1723 2022/06/26 14:25:17 - mmengine - INFO - Epoch(val) [93][260/310] eta: 0:00:17 time: 0.108 data_time: 0.001 memory: 1723 2022/06/26 14:25:21 - mmengine - INFO - Epoch(val) [93][280/310] eta: 0:00:08 time: 0.105 data_time: 0.002 memory: 1723 2022/06/26 14:25:23 - mmengine - INFO - Epoch(val) [93][300/310] eta: 0:00:01 time: 0.101 data_time: 0.001 memory: 1723 2022/06/26 14:25:25 - mmengine - INFO - Epoch(val) [93][310/310] acc/top1: 0.5258 acc/top5: 0.7714 acc/mean1: 0.5257 2022/06/26 14:25:35 - mmengine - INFO - Epoch(train) [94][20/3757] lr: 4.738e-03 eta: 23:51:43 time: 0.277 data_time: 0.003 memory: 5036 grad_norm: 7.5966 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.4086 loss: 2.4086 2022/06/26 14:25:40 - mmengine - INFO - Epoch(train) [94][40/3757] lr: 4.738e-03 eta: 23:51:38 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 6.6291 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9427 loss: 1.9427 2022/06/26 14:25:46 - mmengine - INFO - Epoch(train) [94][60/3757] lr: 4.738e-03 eta: 23:51:33 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 7.8122 top1_acc: 0.1250 top5_acc: 0.8750 loss_cls: 2.6672 loss: 2.6672 2022/06/26 14:25:51 - mmengine - INFO - Epoch(train) [94][80/3757] lr: 4.738e-03 eta: 23:51:27 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.7314 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.5464 loss: 2.5464 2022/06/26 14:25:56 - mmengine - INFO - Epoch(train) [94][100/3757] lr: 4.738e-03 eta: 23:51:22 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 6.9348 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 2.4129 loss: 2.4129 2022/06/26 14:26:02 - mmengine - INFO - Epoch(train) [94][120/3757] lr: 4.738e-03 eta: 23:51:17 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 6.6154 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.2026 loss: 2.2026 2022/06/26 14:26:07 - mmengine - INFO - Epoch(train) [94][140/3757] lr: 4.738e-03 eta: 23:51:12 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 7.2120 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 2.3700 loss: 2.3700 2022/06/26 14:26:12 - mmengine - INFO - Epoch(train) [94][160/3757] lr: 4.738e-03 eta: 23:51:07 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 6.6644 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.6069 loss: 2.6069 2022/06/26 14:26:18 - mmengine - INFO - Epoch(train) [94][180/3757] lr: 4.738e-03 eta: 23:51:02 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 7.0675 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0890 loss: 2.0890 2022/06/26 14:26:23 - mmengine - INFO - Epoch(train) [94][200/3757] lr: 4.738e-03 eta: 23:50:56 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 6.6727 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.3117 loss: 2.3117 2022/06/26 14:26:28 - mmengine - INFO - Epoch(train) [94][220/3757] lr: 4.738e-03 eta: 23:50:51 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 7.5268 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3260 loss: 2.3260 2022/06/26 14:26:33 - mmengine - INFO - Epoch(train) [94][240/3757] lr: 4.738e-03 eta: 23:50:46 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 7.4308 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.4439 loss: 2.4439 2022/06/26 14:26:39 - mmengine - INFO - Epoch(train) [94][260/3757] lr: 4.738e-03 eta: 23:50:41 time: 0.254 data_time: 0.012 memory: 5036 grad_norm: 7.1989 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.1673 loss: 2.1673 2022/06/26 14:26:44 - mmengine - INFO - Epoch(train) [94][280/3757] lr: 4.738e-03 eta: 23:50:35 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 6.3352 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2858 loss: 2.2858 2022/06/26 14:26:49 - mmengine - INFO - Epoch(train) [94][300/3757] lr: 4.738e-03 eta: 23:50:30 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 6.6066 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.1331 loss: 2.1331 2022/06/26 14:26:55 - mmengine - INFO - Epoch(train) [94][320/3757] lr: 4.738e-03 eta: 23:50:25 time: 0.253 data_time: 0.008 memory: 5036 grad_norm: 7.7608 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.0815 loss: 2.0815 2022/06/26 14:27:00 - mmengine - INFO - Epoch(train) [94][340/3757] lr: 4.738e-03 eta: 23:50:20 time: 0.265 data_time: 0.019 memory: 5036 grad_norm: 6.4908 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.5285 loss: 2.5285 2022/06/26 14:27:05 - mmengine - INFO - Epoch(train) [94][360/3757] lr: 4.738e-03 eta: 23:50:14 time: 0.277 data_time: 0.003 memory: 5036 grad_norm: 8.1240 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2390 loss: 2.2390 2022/06/26 14:27:10 - mmengine - INFO - Epoch(train) [94][380/3757] lr: 4.738e-03 eta: 23:50:09 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 7.5088 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7524 loss: 2.7524 2022/06/26 14:27:16 - mmengine - INFO - Epoch(train) [94][400/3757] lr: 4.738e-03 eta: 23:50:04 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 7.3153 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3269 loss: 2.3269 2022/06/26 14:27:21 - mmengine - INFO - Epoch(train) [94][420/3757] lr: 4.738e-03 eta: 23:49:59 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 7.4446 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3464 loss: 2.3464 2022/06/26 14:27:27 - mmengine - INFO - Epoch(train) [94][440/3757] lr: 4.738e-03 eta: 23:49:54 time: 0.276 data_time: 0.003 memory: 5036 grad_norm: 8.3833 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6885 loss: 2.6885 2022/06/26 14:27:32 - mmengine - INFO - Epoch(train) [94][460/3757] lr: 4.738e-03 eta: 23:49:48 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 8.0287 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.6154 loss: 2.6154 2022/06/26 14:27:37 - mmengine - INFO - Epoch(train) [94][480/3757] lr: 4.738e-03 eta: 23:49:43 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 7.9889 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.2792 loss: 2.2792 2022/06/26 14:27:42 - mmengine - INFO - Epoch(train) [94][500/3757] lr: 4.738e-03 eta: 23:49:38 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.4709 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1903 loss: 2.1903 2022/06/26 14:27:48 - mmengine - INFO - Epoch(train) [94][520/3757] lr: 4.738e-03 eta: 23:49:32 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 7.8894 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5848 loss: 2.5848 2022/06/26 14:27:53 - mmengine - INFO - Epoch(train) [94][540/3757] lr: 4.738e-03 eta: 23:49:27 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 7.9382 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4950 loss: 2.4950 2022/06/26 14:27:58 - mmengine - INFO - Epoch(train) [94][560/3757] lr: 4.738e-03 eta: 23:49:22 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 6.2040 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.2015 loss: 2.2015 2022/06/26 14:28:03 - mmengine - INFO - Epoch(train) [94][580/3757] lr: 4.738e-03 eta: 23:49:16 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 7.9053 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2343 loss: 2.2343 2022/06/26 14:28:08 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 14:28:08 - mmengine - INFO - Epoch(train) [94][600/3757] lr: 4.738e-03 eta: 23:49:11 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 7.3897 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.3178 loss: 2.3178 2022/06/26 14:28:14 - mmengine - INFO - Epoch(train) [94][620/3757] lr: 4.738e-03 eta: 23:49:06 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 6.8033 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1846 loss: 2.1846 2022/06/26 14:28:19 - mmengine - INFO - Epoch(train) [94][640/3757] lr: 4.738e-03 eta: 23:49:01 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 7.6682 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2689 loss: 2.2689 2022/06/26 14:28:24 - mmengine - INFO - Epoch(train) [94][660/3757] lr: 4.738e-03 eta: 23:48:55 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 7.8720 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.1696 loss: 2.1696 2022/06/26 14:28:30 - mmengine - INFO - Epoch(train) [94][680/3757] lr: 4.738e-03 eta: 23:48:50 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 8.1701 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.3975 loss: 2.3975 2022/06/26 14:28:35 - mmengine - INFO - Epoch(train) [94][700/3757] lr: 4.738e-03 eta: 23:48:45 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 7.2010 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.2819 loss: 2.2819 2022/06/26 14:28:40 - mmengine - INFO - Epoch(train) [94][720/3757] lr: 4.738e-03 eta: 23:48:39 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 8.1876 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.2238 loss: 2.2238 2022/06/26 14:28:45 - mmengine - INFO - Epoch(train) [94][740/3757] lr: 4.738e-03 eta: 23:48:34 time: 0.258 data_time: 0.011 memory: 5036 grad_norm: 8.7977 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6870 loss: 2.6870 2022/06/26 14:28:50 - mmengine - INFO - Epoch(train) [94][760/3757] lr: 4.738e-03 eta: 23:48:29 time: 0.260 data_time: 0.009 memory: 5036 grad_norm: 7.0441 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1266 loss: 2.1266 2022/06/26 14:28:56 - mmengine - INFO - Epoch(train) [94][780/3757] lr: 4.738e-03 eta: 23:48:24 time: 0.475 data_time: 0.006 memory: 5036 grad_norm: 6.9741 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.5448 loss: 2.5448 2022/06/26 14:29:01 - mmengine - INFO - Epoch(train) [94][800/3757] lr: 4.738e-03 eta: 23:48:18 time: 0.254 data_time: 0.008 memory: 5036 grad_norm: 8.7767 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 2.4003 loss: 2.4003 2022/06/26 14:29:06 - mmengine - INFO - Epoch(train) [94][820/3757] lr: 4.738e-03 eta: 23:48:13 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 6.6715 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2443 loss: 2.2443 2022/06/26 14:29:11 - mmengine - INFO - Epoch(train) [94][840/3757] lr: 4.738e-03 eta: 23:48:08 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 7.9930 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2174 loss: 2.2174 2022/06/26 14:29:16 - mmengine - INFO - Epoch(train) [94][860/3757] lr: 4.738e-03 eta: 23:48:02 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 6.5475 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4665 loss: 2.4665 2022/06/26 14:29:22 - mmengine - INFO - Epoch(train) [94][880/3757] lr: 4.738e-03 eta: 23:47:57 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 7.2760 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4056 loss: 2.4056 2022/06/26 14:29:27 - mmengine - INFO - Epoch(train) [94][900/3757] lr: 4.738e-03 eta: 23:47:52 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 6.9519 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9263 loss: 1.9263 2022/06/26 14:29:32 - mmengine - INFO - Epoch(train) [94][920/3757] lr: 4.738e-03 eta: 23:47:46 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 7.3157 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1594 loss: 2.1594 2022/06/26 14:29:38 - mmengine - INFO - Epoch(train) [94][940/3757] lr: 4.738e-03 eta: 23:47:41 time: 0.253 data_time: 0.004 memory: 5036 grad_norm: 7.0603 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1427 loss: 2.1427 2022/06/26 14:29:43 - mmengine - INFO - Epoch(train) [94][960/3757] lr: 4.738e-03 eta: 23:47:36 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 7.9984 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.1817 loss: 2.1817 2022/06/26 14:29:48 - mmengine - INFO - Epoch(train) [94][980/3757] lr: 4.738e-03 eta: 23:47:31 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 6.4383 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5847 loss: 2.5847 2022/06/26 14:29:53 - mmengine - INFO - Epoch(train) [94][1000/3757] lr: 4.738e-03 eta: 23:47:25 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 6.9096 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 2.3352 loss: 2.3352 2022/06/26 14:29:58 - mmengine - INFO - Epoch(train) [94][1020/3757] lr: 4.738e-03 eta: 23:47:20 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 6.5353 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9434 loss: 1.9434 2022/06/26 14:30:03 - mmengine - INFO - Epoch(train) [94][1040/3757] lr: 4.738e-03 eta: 23:47:15 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 8.3406 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.2276 loss: 2.2276 2022/06/26 14:30:09 - mmengine - INFO - Epoch(train) [94][1060/3757] lr: 4.738e-03 eta: 23:47:09 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 6.4844 top1_acc: 0.1250 top5_acc: 0.8750 loss_cls: 2.7546 loss: 2.7546 2022/06/26 14:30:14 - mmengine - INFO - Epoch(train) [94][1080/3757] lr: 4.738e-03 eta: 23:47:04 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 6.3765 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4486 loss: 2.4486 2022/06/26 14:30:19 - mmengine - INFO - Epoch(train) [94][1100/3757] lr: 4.738e-03 eta: 23:46:59 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 8.1495 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.3659 loss: 2.3659 2022/06/26 14:30:24 - mmengine - INFO - Epoch(train) [94][1120/3757] lr: 4.738e-03 eta: 23:46:53 time: 0.249 data_time: 0.009 memory: 5036 grad_norm: 6.3203 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1412 loss: 2.1412 2022/06/26 14:30:30 - mmengine - INFO - Epoch(train) [94][1140/3757] lr: 4.738e-03 eta: 23:46:48 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 7.4672 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.7410 loss: 2.7410 2022/06/26 14:30:35 - mmengine - INFO - Epoch(train) [94][1160/3757] lr: 4.738e-03 eta: 23:46:43 time: 0.269 data_time: 0.003 memory: 5036 grad_norm: 7.3097 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4866 loss: 2.4866 2022/06/26 14:30:40 - mmengine - INFO - Epoch(train) [94][1180/3757] lr: 4.738e-03 eta: 23:46:38 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 7.8784 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7973 loss: 2.7973 2022/06/26 14:30:46 - mmengine - INFO - Epoch(train) [94][1200/3757] lr: 4.738e-03 eta: 23:46:32 time: 0.251 data_time: 0.009 memory: 5036 grad_norm: 6.8559 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2578 loss: 2.2578 2022/06/26 14:30:51 - mmengine - INFO - Epoch(train) [94][1220/3757] lr: 4.738e-03 eta: 23:46:27 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 6.5674 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.4993 loss: 2.4993 2022/06/26 14:30:57 - mmengine - INFO - Epoch(train) [94][1240/3757] lr: 4.738e-03 eta: 23:46:22 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 8.5843 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3061 loss: 2.3061 2022/06/26 14:31:02 - mmengine - INFO - Epoch(train) [94][1260/3757] lr: 4.738e-03 eta: 23:46:17 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 7.5783 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.4783 loss: 2.4783 2022/06/26 14:31:07 - mmengine - INFO - Epoch(train) [94][1280/3757] lr: 4.738e-03 eta: 23:46:12 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 6.7548 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.3216 loss: 2.3216 2022/06/26 14:31:12 - mmengine - INFO - Epoch(train) [94][1300/3757] lr: 4.738e-03 eta: 23:46:07 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.5671 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.6406 loss: 1.6406 2022/06/26 14:31:18 - mmengine - INFO - Epoch(train) [94][1320/3757] lr: 4.738e-03 eta: 23:46:01 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 9.1399 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.9092 loss: 2.9092 2022/06/26 14:31:23 - mmengine - INFO - Epoch(train) [94][1340/3757] lr: 4.738e-03 eta: 23:45:56 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 7.3865 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.0372 loss: 2.0372 2022/06/26 14:31:28 - mmengine - INFO - Epoch(train) [94][1360/3757] lr: 4.738e-03 eta: 23:45:50 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 9.6009 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4529 loss: 2.4529 2022/06/26 14:31:33 - mmengine - INFO - Epoch(train) [94][1380/3757] lr: 4.738e-03 eta: 23:45:45 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 6.9407 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.5051 loss: 2.5051 2022/06/26 14:31:38 - mmengine - INFO - Epoch(train) [94][1400/3757] lr: 4.738e-03 eta: 23:45:40 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 6.6212 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6227 loss: 2.6227 2022/06/26 14:31:43 - mmengine - INFO - Epoch(train) [94][1420/3757] lr: 4.738e-03 eta: 23:45:34 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 6.3036 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8140 loss: 2.8140 2022/06/26 14:31:49 - mmengine - INFO - Epoch(train) [94][1440/3757] lr: 4.738e-03 eta: 23:45:29 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 7.8511 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1757 loss: 2.1757 2022/06/26 14:31:54 - mmengine - INFO - Epoch(train) [94][1460/3757] lr: 4.738e-03 eta: 23:45:24 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 6.5039 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6086 loss: 2.6086 2022/06/26 14:31:59 - mmengine - INFO - Epoch(train) [94][1480/3757] lr: 4.738e-03 eta: 23:45:19 time: 0.251 data_time: 0.004 memory: 5036 grad_norm: 6.3650 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2762 loss: 2.2762 2022/06/26 14:32:05 - mmengine - INFO - Epoch(train) [94][1500/3757] lr: 4.738e-03 eta: 23:45:14 time: 0.272 data_time: 0.003 memory: 5036 grad_norm: 7.5803 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.9655 loss: 2.9655 2022/06/26 14:32:10 - mmengine - INFO - Epoch(train) [94][1520/3757] lr: 4.738e-03 eta: 23:45:08 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 7.1038 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.4700 loss: 2.4700 2022/06/26 14:32:15 - mmengine - INFO - Epoch(train) [94][1540/3757] lr: 4.738e-03 eta: 23:45:03 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 7.2526 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.5332 loss: 2.5332 2022/06/26 14:32:20 - mmengine - INFO - Epoch(train) [94][1560/3757] lr: 4.738e-03 eta: 23:44:58 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 6.2663 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2523 loss: 2.2523 2022/06/26 14:32:26 - mmengine - INFO - Epoch(train) [94][1580/3757] lr: 4.738e-03 eta: 23:44:52 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 7.4351 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.1787 loss: 2.1787 2022/06/26 14:32:30 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 14:32:31 - mmengine - INFO - Epoch(train) [94][1600/3757] lr: 4.738e-03 eta: 23:44:47 time: 0.264 data_time: 0.018 memory: 5036 grad_norm: 7.6467 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4899 loss: 2.4899 2022/06/26 14:32:36 - mmengine - INFO - Epoch(train) [94][1620/3757] lr: 4.738e-03 eta: 23:44:42 time: 0.270 data_time: 0.021 memory: 5036 grad_norm: 7.8519 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.6476 loss: 2.6476 2022/06/26 14:32:41 - mmengine - INFO - Epoch(train) [94][1640/3757] lr: 4.738e-03 eta: 23:44:36 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 7.0458 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5114 loss: 2.5114 2022/06/26 14:32:46 - mmengine - INFO - Epoch(train) [94][1660/3757] lr: 4.738e-03 eta: 23:44:31 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 7.7607 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1499 loss: 2.1499 2022/06/26 14:32:51 - mmengine - INFO - Epoch(train) [94][1680/3757] lr: 4.738e-03 eta: 23:44:26 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 6.6585 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6614 loss: 2.6614 2022/06/26 14:32:57 - mmengine - INFO - Epoch(train) [94][1700/3757] lr: 4.738e-03 eta: 23:44:20 time: 0.252 data_time: 0.010 memory: 5036 grad_norm: 8.0371 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.3100 loss: 2.3100 2022/06/26 14:33:02 - mmengine - INFO - Epoch(train) [94][1720/3757] lr: 4.738e-03 eta: 23:44:15 time: 0.254 data_time: 0.008 memory: 5036 grad_norm: 6.8561 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.5061 loss: 2.5061 2022/06/26 14:33:07 - mmengine - INFO - Epoch(train) [94][1740/3757] lr: 4.738e-03 eta: 23:44:10 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 7.9595 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4458 loss: 2.4458 2022/06/26 14:33:12 - mmengine - INFO - Epoch(train) [94][1760/3757] lr: 4.738e-03 eta: 23:44:04 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 7.8206 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.8358 loss: 2.8358 2022/06/26 14:33:18 - mmengine - INFO - Epoch(train) [94][1780/3757] lr: 4.738e-03 eta: 23:43:59 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 7.9351 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3773 loss: 2.3773 2022/06/26 14:33:23 - mmengine - INFO - Epoch(train) [94][1800/3757] lr: 4.738e-03 eta: 23:43:54 time: 0.260 data_time: 0.008 memory: 5036 grad_norm: 7.8043 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4060 loss: 2.4060 2022/06/26 14:33:28 - mmengine - INFO - Epoch(train) [94][1820/3757] lr: 4.738e-03 eta: 23:43:48 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 8.7847 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.1968 loss: 2.1968 2022/06/26 14:33:34 - mmengine - INFO - Epoch(train) [94][1840/3757] lr: 4.738e-03 eta: 23:43:43 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 7.8784 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4690 loss: 2.4690 2022/06/26 14:33:39 - mmengine - INFO - Epoch(train) [94][1860/3757] lr: 4.738e-03 eta: 23:43:38 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.9607 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2304 loss: 2.2304 2022/06/26 14:33:44 - mmengine - INFO - Epoch(train) [94][1880/3757] lr: 4.738e-03 eta: 23:43:33 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 7.2680 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.5238 loss: 2.5238 2022/06/26 14:33:49 - mmengine - INFO - Epoch(train) [94][1900/3757] lr: 4.738e-03 eta: 23:43:27 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 6.7315 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.3688 loss: 2.3688 2022/06/26 14:33:54 - mmengine - INFO - Epoch(train) [94][1920/3757] lr: 4.738e-03 eta: 23:43:22 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 8.7141 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1866 loss: 2.1866 2022/06/26 14:34:00 - mmengine - INFO - Epoch(train) [94][1940/3757] lr: 4.738e-03 eta: 23:43:17 time: 0.252 data_time: 0.008 memory: 5036 grad_norm: 7.1724 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.3201 loss: 2.3201 2022/06/26 14:34:05 - mmengine - INFO - Epoch(train) [94][1960/3757] lr: 4.738e-03 eta: 23:43:11 time: 0.254 data_time: 0.011 memory: 5036 grad_norm: 6.9606 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.2313 loss: 2.2313 2022/06/26 14:34:10 - mmengine - INFO - Epoch(train) [94][1980/3757] lr: 4.738e-03 eta: 23:43:06 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 7.2741 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.2946 loss: 2.2946 2022/06/26 14:34:15 - mmengine - INFO - Epoch(train) [94][2000/3757] lr: 4.738e-03 eta: 23:43:01 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 6.4780 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.1891 loss: 2.1891 2022/06/26 14:34:20 - mmengine - INFO - Epoch(train) [94][2020/3757] lr: 4.738e-03 eta: 23:42:55 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 8.2326 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3798 loss: 2.3798 2022/06/26 14:34:26 - mmengine - INFO - Epoch(train) [94][2040/3757] lr: 4.738e-03 eta: 23:42:50 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 6.8442 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0223 loss: 2.0223 2022/06/26 14:34:31 - mmengine - INFO - Epoch(train) [94][2060/3757] lr: 4.738e-03 eta: 23:42:45 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 7.0437 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1761 loss: 2.1761 2022/06/26 14:34:36 - mmengine - INFO - Epoch(train) [94][2080/3757] lr: 4.738e-03 eta: 23:42:40 time: 0.422 data_time: 0.003 memory: 5036 grad_norm: 7.4628 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.1236 loss: 2.1236 2022/06/26 14:34:41 - mmengine - INFO - Epoch(train) [94][2100/3757] lr: 4.738e-03 eta: 23:42:34 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 6.9563 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.6202 loss: 2.6202 2022/06/26 14:34:47 - mmengine - INFO - Epoch(train) [94][2120/3757] lr: 4.738e-03 eta: 23:42:29 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 7.2677 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5619 loss: 2.5619 2022/06/26 14:34:52 - mmengine - INFO - Epoch(train) [94][2140/3757] lr: 4.738e-03 eta: 23:42:24 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 7.4772 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7126 loss: 2.7126 2022/06/26 14:34:57 - mmengine - INFO - Epoch(train) [94][2160/3757] lr: 4.738e-03 eta: 23:42:19 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 7.4575 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 2.4658 loss: 2.4658 2022/06/26 14:35:03 - mmengine - INFO - Epoch(train) [94][2180/3757] lr: 4.738e-03 eta: 23:42:13 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 6.6071 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.1615 loss: 2.1615 2022/06/26 14:35:08 - mmengine - INFO - Epoch(train) [94][2200/3757] lr: 4.738e-03 eta: 23:42:08 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 7.0489 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2647 loss: 2.2647 2022/06/26 14:35:13 - mmengine - INFO - Epoch(train) [94][2220/3757] lr: 4.738e-03 eta: 23:42:03 time: 0.266 data_time: 0.006 memory: 5036 grad_norm: 6.8764 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.6422 loss: 2.6422 2022/06/26 14:35:18 - mmengine - INFO - Epoch(train) [94][2240/3757] lr: 4.738e-03 eta: 23:41:58 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 7.1637 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5039 loss: 2.5039 2022/06/26 14:35:24 - mmengine - INFO - Epoch(train) [94][2260/3757] lr: 4.738e-03 eta: 23:41:52 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 7.5400 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5852 loss: 2.5852 2022/06/26 14:35:29 - mmengine - INFO - Epoch(train) [94][2280/3757] lr: 4.738e-03 eta: 23:41:47 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 6.6536 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3138 loss: 2.3138 2022/06/26 14:35:34 - mmengine - INFO - Epoch(train) [94][2300/3757] lr: 4.738e-03 eta: 23:41:42 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 6.6637 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.4437 loss: 2.4437 2022/06/26 14:35:39 - mmengine - INFO - Epoch(train) [94][2320/3757] lr: 4.738e-03 eta: 23:41:36 time: 0.318 data_time: 0.003 memory: 5036 grad_norm: 7.6350 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3051 loss: 2.3051 2022/06/26 14:35:44 - mmengine - INFO - Epoch(train) [94][2340/3757] lr: 4.738e-03 eta: 23:41:31 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 7.6701 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.4575 loss: 2.4575 2022/06/26 14:35:50 - mmengine - INFO - Epoch(train) [94][2360/3757] lr: 4.738e-03 eta: 23:41:26 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 6.1032 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3627 loss: 2.3627 2022/06/26 14:35:55 - mmengine - INFO - Epoch(train) [94][2380/3757] lr: 4.738e-03 eta: 23:41:20 time: 0.254 data_time: 0.008 memory: 5036 grad_norm: 7.3104 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.2348 loss: 2.2348 2022/06/26 14:36:00 - mmengine - INFO - Epoch(train) [94][2400/3757] lr: 4.738e-03 eta: 23:41:15 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 6.2529 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2398 loss: 2.2398 2022/06/26 14:36:05 - mmengine - INFO - Epoch(train) [94][2420/3757] lr: 4.738e-03 eta: 23:41:10 time: 0.260 data_time: 0.008 memory: 5036 grad_norm: 6.6475 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2920 loss: 2.2920 2022/06/26 14:36:10 - mmengine - INFO - Epoch(train) [94][2440/3757] lr: 4.738e-03 eta: 23:41:04 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 5.8119 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.1687 loss: 2.1687 2022/06/26 14:36:15 - mmengine - INFO - Epoch(train) [94][2460/3757] lr: 4.738e-03 eta: 23:40:59 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 7.5085 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.6413 loss: 2.6413 2022/06/26 14:36:21 - mmengine - INFO - Epoch(train) [94][2480/3757] lr: 4.738e-03 eta: 23:40:54 time: 0.259 data_time: 0.019 memory: 5036 grad_norm: 8.0168 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.5052 loss: 2.5052 2022/06/26 14:36:26 - mmengine - INFO - Epoch(train) [94][2500/3757] lr: 4.738e-03 eta: 23:40:48 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 6.9119 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1316 loss: 2.1316 2022/06/26 14:36:31 - mmengine - INFO - Epoch(train) [94][2520/3757] lr: 4.738e-03 eta: 23:40:43 time: 0.258 data_time: 0.017 memory: 5036 grad_norm: 9.0646 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.9284 loss: 1.9284 2022/06/26 14:36:37 - mmengine - INFO - Epoch(train) [94][2540/3757] lr: 4.738e-03 eta: 23:40:38 time: 0.582 data_time: 0.017 memory: 5036 grad_norm: 8.0974 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.4864 loss: 2.4864 2022/06/26 14:36:42 - mmengine - INFO - Epoch(train) [94][2560/3757] lr: 4.738e-03 eta: 23:40:33 time: 0.274 data_time: 0.009 memory: 5036 grad_norm: 7.4911 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.9869 loss: 1.9869 2022/06/26 14:36:47 - mmengine - INFO - Epoch(train) [94][2580/3757] lr: 4.738e-03 eta: 23:40:27 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 7.6128 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5962 loss: 2.5962 2022/06/26 14:36:52 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 14:36:52 - mmengine - INFO - Epoch(train) [94][2600/3757] lr: 4.738e-03 eta: 23:40:22 time: 0.255 data_time: 0.015 memory: 5036 grad_norm: 6.9563 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.5474 loss: 2.5474 2022/06/26 14:36:58 - mmengine - INFO - Epoch(train) [94][2620/3757] lr: 4.738e-03 eta: 23:40:17 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 6.5571 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.4180 loss: 2.4180 2022/06/26 14:37:03 - mmengine - INFO - Epoch(train) [94][2640/3757] lr: 4.738e-03 eta: 23:40:12 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 6.9165 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2798 loss: 2.2798 2022/06/26 14:37:08 - mmengine - INFO - Epoch(train) [94][2660/3757] lr: 4.738e-03 eta: 23:40:06 time: 0.265 data_time: 0.012 memory: 5036 grad_norm: 7.6740 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0690 loss: 2.0690 2022/06/26 14:37:13 - mmengine - INFO - Epoch(train) [94][2680/3757] lr: 4.738e-03 eta: 23:40:01 time: 0.266 data_time: 0.011 memory: 5036 grad_norm: 7.8944 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.2610 loss: 2.2610 2022/06/26 14:37:19 - mmengine - INFO - Epoch(train) [94][2700/3757] lr: 4.738e-03 eta: 23:39:56 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 7.1730 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.0940 loss: 2.0940 2022/06/26 14:37:24 - mmengine - INFO - Epoch(train) [94][2720/3757] lr: 4.738e-03 eta: 23:39:50 time: 0.267 data_time: 0.006 memory: 5036 grad_norm: 7.6536 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4722 loss: 2.4722 2022/06/26 14:37:29 - mmengine - INFO - Epoch(train) [94][2740/3757] lr: 4.738e-03 eta: 23:39:45 time: 0.273 data_time: 0.012 memory: 5036 grad_norm: 9.0386 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3663 loss: 2.3663 2022/06/26 14:37:34 - mmengine - INFO - Epoch(train) [94][2760/3757] lr: 4.738e-03 eta: 23:39:40 time: 0.264 data_time: 0.021 memory: 5036 grad_norm: 7.4213 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2278 loss: 2.2278 2022/06/26 14:37:40 - mmengine - INFO - Epoch(train) [94][2780/3757] lr: 4.738e-03 eta: 23:39:35 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 7.2152 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.0833 loss: 2.0833 2022/06/26 14:37:45 - mmengine - INFO - Epoch(train) [94][2800/3757] lr: 4.738e-03 eta: 23:39:29 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 7.4195 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.4249 loss: 2.4249 2022/06/26 14:37:50 - mmengine - INFO - Epoch(train) [94][2820/3757] lr: 4.738e-03 eta: 23:39:24 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 6.9864 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4506 loss: 2.4506 2022/06/26 14:37:56 - mmengine - INFO - Epoch(train) [94][2840/3757] lr: 4.738e-03 eta: 23:39:19 time: 0.263 data_time: 0.017 memory: 5036 grad_norm: 7.9587 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3851 loss: 2.3851 2022/06/26 14:38:01 - mmengine - INFO - Epoch(train) [94][2860/3757] lr: 4.738e-03 eta: 23:39:14 time: 0.269 data_time: 0.006 memory: 5036 grad_norm: 7.1146 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4047 loss: 2.4047 2022/06/26 14:38:06 - mmengine - INFO - Epoch(train) [94][2880/3757] lr: 4.738e-03 eta: 23:39:08 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 7.3496 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.3280 loss: 2.3280 2022/06/26 14:38:11 - mmengine - INFO - Epoch(train) [94][2900/3757] lr: 4.738e-03 eta: 23:39:03 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 8.2743 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.2858 loss: 2.2858 2022/06/26 14:38:16 - mmengine - INFO - Epoch(train) [94][2920/3757] lr: 4.738e-03 eta: 23:38:58 time: 0.306 data_time: 0.007 memory: 5036 grad_norm: 6.2662 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5512 loss: 2.5512 2022/06/26 14:38:22 - mmengine - INFO - Epoch(train) [94][2940/3757] lr: 4.738e-03 eta: 23:38:52 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.8542 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.1934 loss: 2.1934 2022/06/26 14:38:27 - mmengine - INFO - Epoch(train) [94][2960/3757] lr: 4.738e-03 eta: 23:38:47 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 7.7194 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3814 loss: 2.3814 2022/06/26 14:38:32 - mmengine - INFO - Epoch(train) [94][2980/3757] lr: 4.738e-03 eta: 23:38:42 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 6.8959 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.1802 loss: 2.1802 2022/06/26 14:38:38 - mmengine - INFO - Epoch(train) [94][3000/3757] lr: 4.738e-03 eta: 23:38:37 time: 0.268 data_time: 0.009 memory: 5036 grad_norm: 7.6436 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5347 loss: 2.5347 2022/06/26 14:38:43 - mmengine - INFO - Epoch(train) [94][3020/3757] lr: 4.738e-03 eta: 23:38:31 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 7.6661 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.3523 loss: 2.3523 2022/06/26 14:38:48 - mmengine - INFO - Epoch(train) [94][3040/3757] lr: 4.738e-03 eta: 23:38:26 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 8.3174 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6606 loss: 2.6606 2022/06/26 14:38:53 - mmengine - INFO - Epoch(train) [94][3060/3757] lr: 4.738e-03 eta: 23:38:21 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 7.3698 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4025 loss: 2.4025 2022/06/26 14:38:58 - mmengine - INFO - Epoch(train) [94][3080/3757] lr: 4.738e-03 eta: 23:38:15 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 7.3024 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2672 loss: 2.2672 2022/06/26 14:39:04 - mmengine - INFO - Epoch(train) [94][3100/3757] lr: 4.738e-03 eta: 23:38:10 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 7.8493 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.6592 loss: 2.6592 2022/06/26 14:39:09 - mmengine - INFO - Epoch(train) [94][3120/3757] lr: 4.738e-03 eta: 23:38:05 time: 0.253 data_time: 0.011 memory: 5036 grad_norm: 7.6258 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3119 loss: 2.3119 2022/06/26 14:39:14 - mmengine - INFO - Epoch(train) [94][3140/3757] lr: 4.738e-03 eta: 23:37:59 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 6.9465 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.2829 loss: 2.2829 2022/06/26 14:39:19 - mmengine - INFO - Epoch(train) [94][3160/3757] lr: 4.738e-03 eta: 23:37:54 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 8.7853 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.3000 loss: 2.3000 2022/06/26 14:39:25 - mmengine - INFO - Epoch(train) [94][3180/3757] lr: 4.738e-03 eta: 23:37:49 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 6.9308 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9796 loss: 1.9796 2022/06/26 14:39:30 - mmengine - INFO - Epoch(train) [94][3200/3757] lr: 4.738e-03 eta: 23:37:44 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 8.3945 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4117 loss: 2.4117 2022/06/26 14:39:35 - mmengine - INFO - Epoch(train) [94][3220/3757] lr: 4.738e-03 eta: 23:37:39 time: 0.259 data_time: 0.012 memory: 5036 grad_norm: 6.8657 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6741 loss: 2.6741 2022/06/26 14:39:41 - mmengine - INFO - Epoch(train) [94][3240/3757] lr: 4.738e-03 eta: 23:37:33 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 7.0960 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.9875 loss: 1.9875 2022/06/26 14:39:46 - mmengine - INFO - Epoch(train) [94][3260/3757] lr: 4.738e-03 eta: 23:37:28 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 7.0867 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.3352 loss: 2.3352 2022/06/26 14:39:51 - mmengine - INFO - Epoch(train) [94][3280/3757] lr: 4.738e-03 eta: 23:37:23 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 7.3579 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4699 loss: 2.4699 2022/06/26 14:39:56 - mmengine - INFO - Epoch(train) [94][3300/3757] lr: 4.738e-03 eta: 23:37:17 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 6.7262 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4295 loss: 2.4295 2022/06/26 14:40:01 - mmengine - INFO - Epoch(train) [94][3320/3757] lr: 4.738e-03 eta: 23:37:12 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 8.2750 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2588 loss: 2.2588 2022/06/26 14:40:07 - mmengine - INFO - Epoch(train) [94][3340/3757] lr: 4.738e-03 eta: 23:37:07 time: 0.271 data_time: 0.022 memory: 5036 grad_norm: 9.6516 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1852 loss: 2.1852 2022/06/26 14:40:12 - mmengine - INFO - Epoch(train) [94][3360/3757] lr: 4.738e-03 eta: 23:37:01 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 7.5071 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0523 loss: 2.0523 2022/06/26 14:40:17 - mmengine - INFO - Epoch(train) [94][3380/3757] lr: 4.738e-03 eta: 23:36:57 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 7.9319 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6414 loss: 2.6414 2022/06/26 14:40:23 - mmengine - INFO - Epoch(train) [94][3400/3757] lr: 4.738e-03 eta: 23:36:51 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 7.1036 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4946 loss: 2.4946 2022/06/26 14:40:28 - mmengine - INFO - Epoch(train) [94][3420/3757] lr: 4.738e-03 eta: 23:36:46 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 7.3919 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3454 loss: 2.3454 2022/06/26 14:40:33 - mmengine - INFO - Epoch(train) [94][3440/3757] lr: 4.738e-03 eta: 23:36:41 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 7.2430 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4862 loss: 2.4862 2022/06/26 14:40:38 - mmengine - INFO - Epoch(train) [94][3460/3757] lr: 4.738e-03 eta: 23:36:35 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 6.4270 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.4190 loss: 2.4190 2022/06/26 14:40:44 - mmengine - INFO - Epoch(train) [94][3480/3757] lr: 4.738e-03 eta: 23:36:30 time: 0.251 data_time: 0.009 memory: 5036 grad_norm: 7.3354 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4872 loss: 2.4872 2022/06/26 14:40:49 - mmengine - INFO - Epoch(train) [94][3500/3757] lr: 4.738e-03 eta: 23:36:25 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 7.3880 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2470 loss: 2.2470 2022/06/26 14:40:54 - mmengine - INFO - Epoch(train) [94][3520/3757] lr: 4.738e-03 eta: 23:36:19 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 8.0035 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.3248 loss: 2.3248 2022/06/26 14:40:59 - mmengine - INFO - Epoch(train) [94][3540/3757] lr: 4.738e-03 eta: 23:36:14 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 6.7378 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.6512 loss: 2.6512 2022/06/26 14:41:05 - mmengine - INFO - Epoch(train) [94][3560/3757] lr: 4.738e-03 eta: 23:36:09 time: 0.252 data_time: 0.010 memory: 5036 grad_norm: 7.5886 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4649 loss: 2.4649 2022/06/26 14:41:10 - mmengine - INFO - Epoch(train) [94][3580/3757] lr: 4.738e-03 eta: 23:36:04 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 8.7155 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3966 loss: 2.3966 2022/06/26 14:41:15 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 14:41:15 - mmengine - INFO - Epoch(train) [94][3600/3757] lr: 4.738e-03 eta: 23:35:58 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 7.3301 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1143 loss: 2.1143 2022/06/26 14:41:21 - mmengine - INFO - Epoch(train) [94][3620/3757] lr: 4.738e-03 eta: 23:35:53 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 6.7085 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3938 loss: 2.3938 2022/06/26 14:41:26 - mmengine - INFO - Epoch(train) [94][3640/3757] lr: 4.738e-03 eta: 23:35:48 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 7.0041 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6553 loss: 2.6553 2022/06/26 14:41:31 - mmengine - INFO - Epoch(train) [94][3660/3757] lr: 4.738e-03 eta: 23:35:42 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 6.9383 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0669 loss: 2.0669 2022/06/26 14:41:36 - mmengine - INFO - Epoch(train) [94][3680/3757] lr: 4.738e-03 eta: 23:35:37 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 6.5123 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4826 loss: 2.4826 2022/06/26 14:41:41 - mmengine - INFO - Epoch(train) [94][3700/3757] lr: 4.738e-03 eta: 23:35:32 time: 0.250 data_time: 0.008 memory: 5036 grad_norm: 7.0604 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.4347 loss: 2.4347 2022/06/26 14:41:46 - mmengine - INFO - Epoch(train) [94][3720/3757] lr: 4.738e-03 eta: 23:35:26 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 8.0612 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.7538 loss: 2.7538 2022/06/26 14:41:52 - mmengine - INFO - Epoch(train) [94][3740/3757] lr: 4.738e-03 eta: 23:35:21 time: 0.239 data_time: 0.006 memory: 5036 grad_norm: 8.0979 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.8986 loss: 2.8986 2022/06/26 14:41:56 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 14:41:56 - mmengine - INFO - Saving checkpoint at 94 epochs 2022/06/26 14:42:08 - mmengine - INFO - Epoch(val) [94][20/310] eta: 0:01:42 time: 0.107 data_time: 0.005 memory: 5036 2022/06/26 14:42:13 - mmengine - INFO - Epoch(val) [94][40/310] eta: 0:01:30 time: 0.107 data_time: 0.005 memory: 1723 2022/06/26 14:42:17 - mmengine - INFO - Epoch(val) [94][60/310] eta: 0:00:36 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 14:42:22 - mmengine - INFO - Epoch(val) [94][80/310] eta: 0:00:32 time: 0.103 data_time: 0.002 memory: 1723 2022/06/26 14:42:28 - mmengine - INFO - Epoch(val) [94][100/310] eta: 0:01:14 time: 0.441 data_time: 0.339 memory: 1723 2022/06/26 14:42:33 - mmengine - INFO - Epoch(val) [94][120/310] eta: 0:01:08 time: 0.109 data_time: 0.007 memory: 1723 2022/06/26 14:42:38 - mmengine - INFO - Epoch(val) [94][140/310] eta: 0:00:35 time: 0.102 data_time: 0.005 memory: 1723 2022/06/26 14:42:42 - mmengine - INFO - Epoch(val) [94][160/310] eta: 0:00:17 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 14:42:49 - mmengine - INFO - Epoch(val) [94][180/310] eta: 0:00:40 time: 0.760 data_time: 0.651 memory: 1723 2022/06/26 14:42:54 - mmengine - INFO - Epoch(val) [94][200/310] eta: 0:00:35 time: 0.108 data_time: 0.002 memory: 1723 2022/06/26 14:42:59 - mmengine - INFO - Epoch(val) [94][220/310] eta: 0:00:24 time: 0.302 data_time: 0.195 memory: 1723 2022/06/26 14:43:03 - mmengine - INFO - Epoch(val) [94][240/310] eta: 0:00:08 time: 0.109 data_time: 0.002 memory: 1723 2022/06/26 14:43:10 - mmengine - INFO - Epoch(val) [94][260/310] eta: 0:00:17 time: 1.310 data_time: 1.204 memory: 1723 2022/06/26 14:43:15 - mmengine - INFO - Epoch(val) [94][280/310] eta: 0:00:09 time: 0.109 data_time: 0.001 memory: 1723 2022/06/26 14:43:17 - mmengine - INFO - Epoch(val) [94][300/310] eta: 0:00:01 time: 0.103 data_time: 0.002 memory: 1723 2022/06/26 14:43:19 - mmengine - INFO - Epoch(val) [94][310/310] acc/top1: 0.5282 acc/top5: 0.7703 acc/mean1: 0.5280 2022/06/26 14:43:29 - mmengine - INFO - Epoch(train) [95][20/3757] lr: 4.651e-03 eta: 23:35:14 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 7.4289 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3549 loss: 2.3549 2022/06/26 14:43:34 - mmengine - INFO - Epoch(train) [95][40/3757] lr: 4.651e-03 eta: 23:35:09 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 7.6393 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.6261 loss: 2.6261 2022/06/26 14:43:40 - mmengine - INFO - Epoch(train) [95][60/3757] lr: 4.651e-03 eta: 23:35:03 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 7.8253 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.3097 loss: 2.3097 2022/06/26 14:43:45 - mmengine - INFO - Epoch(train) [95][80/3757] lr: 4.651e-03 eta: 23:34:58 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 7.4837 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.0811 loss: 2.0811 2022/06/26 14:43:50 - mmengine - INFO - Epoch(train) [95][100/3757] lr: 4.651e-03 eta: 23:34:53 time: 0.274 data_time: 0.003 memory: 5036 grad_norm: 7.1198 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1399 loss: 2.1399 2022/06/26 14:43:56 - mmengine - INFO - Epoch(train) [95][120/3757] lr: 4.651e-03 eta: 23:34:48 time: 0.248 data_time: 0.004 memory: 5036 grad_norm: 8.3672 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.7986 loss: 1.7986 2022/06/26 14:44:01 - mmengine - INFO - Epoch(train) [95][140/3757] lr: 4.651e-03 eta: 23:34:43 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 7.2693 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.5596 loss: 2.5596 2022/06/26 14:44:06 - mmengine - INFO - Epoch(train) [95][160/3757] lr: 4.651e-03 eta: 23:34:37 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 7.6488 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.0904 loss: 2.0904 2022/06/26 14:44:12 - mmengine - INFO - Epoch(train) [95][180/3757] lr: 4.651e-03 eta: 23:34:32 time: 0.272 data_time: 0.003 memory: 5036 grad_norm: 7.2545 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4100 loss: 2.4100 2022/06/26 14:44:17 - mmengine - INFO - Epoch(train) [95][200/3757] lr: 4.651e-03 eta: 23:34:27 time: 0.590 data_time: 0.003 memory: 5036 grad_norm: 6.9009 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8834 loss: 1.8834 2022/06/26 14:44:23 - mmengine - INFO - Epoch(train) [95][220/3757] lr: 4.651e-03 eta: 23:34:22 time: 0.267 data_time: 0.003 memory: 5036 grad_norm: 7.1780 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1349 loss: 2.1349 2022/06/26 14:44:28 - mmengine - INFO - Epoch(train) [95][240/3757] lr: 4.651e-03 eta: 23:34:17 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 8.3750 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.1355 loss: 2.1355 2022/06/26 14:44:33 - mmengine - INFO - Epoch(train) [95][260/3757] lr: 4.651e-03 eta: 23:34:11 time: 0.274 data_time: 0.003 memory: 5036 grad_norm: 7.2345 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.6830 loss: 2.6830 2022/06/26 14:44:38 - mmengine - INFO - Epoch(train) [95][280/3757] lr: 4.651e-03 eta: 23:34:06 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 6.9623 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.6065 loss: 2.6065 2022/06/26 14:44:44 - mmengine - INFO - Epoch(train) [95][300/3757] lr: 4.651e-03 eta: 23:34:01 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 7.0742 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8381 loss: 2.8381 2022/06/26 14:44:49 - mmengine - INFO - Epoch(train) [95][320/3757] lr: 4.651e-03 eta: 23:33:56 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 9.0954 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.5658 loss: 2.5658 2022/06/26 14:44:54 - mmengine - INFO - Epoch(train) [95][340/3757] lr: 4.651e-03 eta: 23:33:50 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 7.2115 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.0148 loss: 2.0148 2022/06/26 14:44:59 - mmengine - INFO - Epoch(train) [95][360/3757] lr: 4.651e-03 eta: 23:33:45 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 8.0208 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3445 loss: 2.3445 2022/06/26 14:45:05 - mmengine - INFO - Epoch(train) [95][380/3757] lr: 4.651e-03 eta: 23:33:40 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 7.7053 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1496 loss: 2.1496 2022/06/26 14:45:10 - mmengine - INFO - Epoch(train) [95][400/3757] lr: 4.651e-03 eta: 23:33:34 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 6.2532 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3264 loss: 2.3264 2022/06/26 14:45:15 - mmengine - INFO - Epoch(train) [95][420/3757] lr: 4.651e-03 eta: 23:33:29 time: 0.248 data_time: 0.008 memory: 5036 grad_norm: 7.6853 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.3782 loss: 2.3782 2022/06/26 14:45:20 - mmengine - INFO - Epoch(train) [95][440/3757] lr: 4.651e-03 eta: 23:33:24 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 7.7845 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5520 loss: 2.5520 2022/06/26 14:45:26 - mmengine - INFO - Epoch(train) [95][460/3757] lr: 4.651e-03 eta: 23:33:19 time: 0.263 data_time: 0.008 memory: 5036 grad_norm: 6.6804 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4891 loss: 2.4891 2022/06/26 14:45:31 - mmengine - INFO - Epoch(train) [95][480/3757] lr: 4.651e-03 eta: 23:33:13 time: 0.250 data_time: 0.008 memory: 5036 grad_norm: 6.4259 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2918 loss: 2.2918 2022/06/26 14:45:36 - mmengine - INFO - Epoch(train) [95][500/3757] lr: 4.651e-03 eta: 23:33:08 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 7.3712 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.1062 loss: 2.1062 2022/06/26 14:45:41 - mmengine - INFO - Epoch(train) [95][520/3757] lr: 4.651e-03 eta: 23:33:03 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 5.9850 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.7109 loss: 2.7109 2022/06/26 14:45:46 - mmengine - INFO - Epoch(train) [95][540/3757] lr: 4.651e-03 eta: 23:32:57 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 8.0132 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.1921 loss: 2.1921 2022/06/26 14:45:52 - mmengine - INFO - Epoch(train) [95][560/3757] lr: 4.651e-03 eta: 23:32:52 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 7.4104 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6347 loss: 2.6347 2022/06/26 14:45:57 - mmengine - INFO - Epoch(train) [95][580/3757] lr: 4.651e-03 eta: 23:32:47 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 7.2576 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 1.9579 loss: 1.9579 2022/06/26 14:46:02 - mmengine - INFO - Epoch(train) [95][600/3757] lr: 4.651e-03 eta: 23:32:41 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 6.9976 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2232 loss: 2.2232 2022/06/26 14:46:08 - mmengine - INFO - Epoch(train) [95][620/3757] lr: 4.651e-03 eta: 23:32:36 time: 0.285 data_time: 0.003 memory: 5036 grad_norm: 7.5990 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1234 loss: 2.1234 2022/06/26 14:46:13 - mmengine - INFO - Epoch(train) [95][640/3757] lr: 4.651e-03 eta: 23:32:31 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 7.4788 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.0644 loss: 2.0644 2022/06/26 14:46:18 - mmengine - INFO - Epoch(train) [95][660/3757] lr: 4.651e-03 eta: 23:32:26 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 7.6547 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.6216 loss: 2.6216 2022/06/26 14:46:23 - mmengine - INFO - Epoch(train) [95][680/3757] lr: 4.651e-03 eta: 23:32:21 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 6.5952 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.2405 loss: 2.2405 2022/06/26 14:46:29 - mmengine - INFO - Epoch(train) [95][700/3757] lr: 4.651e-03 eta: 23:32:15 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 6.7488 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3806 loss: 2.3806 2022/06/26 14:46:34 - mmengine - INFO - Epoch(train) [95][720/3757] lr: 4.651e-03 eta: 23:32:10 time: 0.259 data_time: 0.013 memory: 5036 grad_norm: 6.2252 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1591 loss: 2.1591 2022/06/26 14:46:39 - mmengine - INFO - Epoch(train) [95][740/3757] lr: 4.651e-03 eta: 23:32:05 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 7.4102 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.4810 loss: 2.4810 2022/06/26 14:46:44 - mmengine - INFO - Epoch(train) [95][760/3757] lr: 4.651e-03 eta: 23:31:59 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 7.2586 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3973 loss: 2.3973 2022/06/26 14:46:50 - mmengine - INFO - Epoch(train) [95][780/3757] lr: 4.651e-03 eta: 23:31:54 time: 0.266 data_time: 0.006 memory: 5036 grad_norm: 8.6262 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1854 loss: 2.1854 2022/06/26 14:46:55 - mmengine - INFO - Epoch(train) [95][800/3757] lr: 4.651e-03 eta: 23:31:49 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 7.2696 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0786 loss: 2.0786 2022/06/26 14:47:00 - mmengine - INFO - Epoch(train) [95][820/3757] lr: 4.651e-03 eta: 23:31:44 time: 0.247 data_time: 0.006 memory: 5036 grad_norm: 7.5400 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.2728 loss: 2.2728 2022/06/26 14:47:05 - mmengine - INFO - Epoch(train) [95][840/3757] lr: 4.651e-03 eta: 23:31:38 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 6.5902 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1595 loss: 2.1595 2022/06/26 14:47:06 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 14:47:10 - mmengine - INFO - Epoch(train) [95][860/3757] lr: 4.651e-03 eta: 23:31:33 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 6.4741 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3607 loss: 2.3607 2022/06/26 14:47:16 - mmengine - INFO - Epoch(train) [95][880/3757] lr: 4.651e-03 eta: 23:31:28 time: 0.277 data_time: 0.006 memory: 5036 grad_norm: 6.5741 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.3558 loss: 2.3558 2022/06/26 14:47:21 - mmengine - INFO - Epoch(train) [95][900/3757] lr: 4.651e-03 eta: 23:31:22 time: 0.248 data_time: 0.009 memory: 5036 grad_norm: 9.0735 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4793 loss: 2.4793 2022/06/26 14:47:26 - mmengine - INFO - Epoch(train) [95][920/3757] lr: 4.651e-03 eta: 23:31:17 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 7.8138 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2610 loss: 2.2610 2022/06/26 14:47:31 - mmengine - INFO - Epoch(train) [95][940/3757] lr: 4.651e-03 eta: 23:31:12 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.6158 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9610 loss: 1.9610 2022/06/26 14:47:36 - mmengine - INFO - Epoch(train) [95][960/3757] lr: 4.651e-03 eta: 23:31:06 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 8.1194 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1698 loss: 2.1698 2022/06/26 14:47:42 - mmengine - INFO - Epoch(train) [95][980/3757] lr: 4.651e-03 eta: 23:31:01 time: 0.254 data_time: 0.012 memory: 5036 grad_norm: 7.2798 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5289 loss: 2.5289 2022/06/26 14:47:47 - mmengine - INFO - Epoch(train) [95][1000/3757] lr: 4.651e-03 eta: 23:30:56 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 7.2287 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2894 loss: 2.2894 2022/06/26 14:47:52 - mmengine - INFO - Epoch(train) [95][1020/3757] lr: 4.651e-03 eta: 23:30:50 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 9.3641 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.2063 loss: 2.2063 2022/06/26 14:47:57 - mmengine - INFO - Epoch(train) [95][1040/3757] lr: 4.651e-03 eta: 23:30:45 time: 0.265 data_time: 0.006 memory: 5036 grad_norm: 6.9521 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4583 loss: 2.4583 2022/06/26 14:48:03 - mmengine - INFO - Epoch(train) [95][1060/3757] lr: 4.651e-03 eta: 23:30:40 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 7.6381 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.5191 loss: 2.5191 2022/06/26 14:48:08 - mmengine - INFO - Epoch(train) [95][1080/3757] lr: 4.651e-03 eta: 23:30:35 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 6.8831 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.0946 loss: 2.0946 2022/06/26 14:48:13 - mmengine - INFO - Epoch(train) [95][1100/3757] lr: 4.651e-03 eta: 23:30:29 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 8.0620 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3184 loss: 2.3184 2022/06/26 14:48:18 - mmengine - INFO - Epoch(train) [95][1120/3757] lr: 4.651e-03 eta: 23:30:24 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 6.5656 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3897 loss: 2.3897 2022/06/26 14:48:24 - mmengine - INFO - Epoch(train) [95][1140/3757] lr: 4.651e-03 eta: 23:30:19 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 7.2533 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.5464 loss: 2.5464 2022/06/26 14:48:29 - mmengine - INFO - Epoch(train) [95][1160/3757] lr: 4.651e-03 eta: 23:30:14 time: 0.254 data_time: 0.008 memory: 5036 grad_norm: 6.2439 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.9475 loss: 1.9475 2022/06/26 14:48:34 - mmengine - INFO - Epoch(train) [95][1180/3757] lr: 4.651e-03 eta: 23:30:08 time: 0.266 data_time: 0.006 memory: 5036 grad_norm: 7.8276 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9088 loss: 1.9088 2022/06/26 14:48:39 - mmengine - INFO - Epoch(train) [95][1200/3757] lr: 4.651e-03 eta: 23:30:03 time: 0.259 data_time: 0.009 memory: 5036 grad_norm: 7.9626 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4978 loss: 2.4978 2022/06/26 14:48:45 - mmengine - INFO - Epoch(train) [95][1220/3757] lr: 4.651e-03 eta: 23:29:58 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 7.6490 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.3500 loss: 2.3500 2022/06/26 14:48:50 - mmengine - INFO - Epoch(train) [95][1240/3757] lr: 4.651e-03 eta: 23:29:53 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 7.4825 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.5584 loss: 2.5584 2022/06/26 14:48:55 - mmengine - INFO - Epoch(train) [95][1260/3757] lr: 4.651e-03 eta: 23:29:47 time: 0.263 data_time: 0.009 memory: 5036 grad_norm: 6.2442 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.2104 loss: 2.2104 2022/06/26 14:49:01 - mmengine - INFO - Epoch(train) [95][1280/3757] lr: 4.651e-03 eta: 23:29:42 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 8.1749 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3254 loss: 2.3254 2022/06/26 14:49:06 - mmengine - INFO - Epoch(train) [95][1300/3757] lr: 4.651e-03 eta: 23:29:36 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 7.8506 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2435 loss: 2.2435 2022/06/26 14:49:11 - mmengine - INFO - Epoch(train) [95][1320/3757] lr: 4.651e-03 eta: 23:29:31 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 7.9150 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0785 loss: 2.0785 2022/06/26 14:49:16 - mmengine - INFO - Epoch(train) [95][1340/3757] lr: 4.651e-03 eta: 23:29:26 time: 0.256 data_time: 0.008 memory: 5036 grad_norm: 7.8728 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8262 loss: 2.8262 2022/06/26 14:49:21 - mmengine - INFO - Epoch(train) [95][1360/3757] lr: 4.651e-03 eta: 23:29:20 time: 0.250 data_time: 0.007 memory: 5036 grad_norm: 6.8459 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.6183 loss: 2.6183 2022/06/26 14:49:26 - mmengine - INFO - Epoch(train) [95][1380/3757] lr: 4.651e-03 eta: 23:29:15 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 8.2064 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.5400 loss: 2.5400 2022/06/26 14:49:32 - mmengine - INFO - Epoch(train) [95][1400/3757] lr: 4.651e-03 eta: 23:29:10 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 7.1752 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3378 loss: 2.3378 2022/06/26 14:49:37 - mmengine - INFO - Epoch(train) [95][1420/3757] lr: 4.651e-03 eta: 23:29:04 time: 0.269 data_time: 0.003 memory: 5036 grad_norm: 6.9124 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.4013 loss: 2.4013 2022/06/26 14:49:42 - mmengine - INFO - Epoch(train) [95][1440/3757] lr: 4.651e-03 eta: 23:28:59 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 8.1876 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5854 loss: 2.5854 2022/06/26 14:49:47 - mmengine - INFO - Epoch(train) [95][1460/3757] lr: 4.651e-03 eta: 23:28:54 time: 0.257 data_time: 0.018 memory: 5036 grad_norm: 6.7163 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.3494 loss: 2.3494 2022/06/26 14:49:52 - mmengine - INFO - Epoch(train) [95][1480/3757] lr: 4.651e-03 eta: 23:28:48 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 7.4647 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0933 loss: 2.0933 2022/06/26 14:49:58 - mmengine - INFO - Epoch(train) [95][1500/3757] lr: 4.651e-03 eta: 23:28:43 time: 0.262 data_time: 0.005 memory: 5036 grad_norm: 7.7276 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.2365 loss: 2.2365 2022/06/26 14:50:03 - mmengine - INFO - Epoch(train) [95][1520/3757] lr: 4.651e-03 eta: 23:28:38 time: 0.266 data_time: 0.010 memory: 5036 grad_norm: 7.4210 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1234 loss: 2.1234 2022/06/26 14:50:08 - mmengine - INFO - Epoch(train) [95][1540/3757] lr: 4.651e-03 eta: 23:28:32 time: 0.252 data_time: 0.011 memory: 5036 grad_norm: 7.7484 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3919 loss: 2.3919 2022/06/26 14:50:13 - mmengine - INFO - Epoch(train) [95][1560/3757] lr: 4.651e-03 eta: 23:28:27 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 7.5626 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0720 loss: 2.0720 2022/06/26 14:50:19 - mmengine - INFO - Epoch(train) [95][1580/3757] lr: 4.651e-03 eta: 23:28:22 time: 0.259 data_time: 0.012 memory: 5036 grad_norm: 6.2652 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2309 loss: 2.2309 2022/06/26 14:50:24 - mmengine - INFO - Epoch(train) [95][1600/3757] lr: 4.651e-03 eta: 23:28:17 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 6.8731 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.0640 loss: 3.0640 2022/06/26 14:50:29 - mmengine - INFO - Epoch(train) [95][1620/3757] lr: 4.651e-03 eta: 23:28:12 time: 0.258 data_time: 0.011 memory: 5036 grad_norm: 7.8547 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2326 loss: 2.2326 2022/06/26 14:50:35 - mmengine - INFO - Epoch(train) [95][1640/3757] lr: 4.651e-03 eta: 23:28:06 time: 0.273 data_time: 0.006 memory: 5036 grad_norm: 7.3995 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8788 loss: 1.8788 2022/06/26 14:50:40 - mmengine - INFO - Epoch(train) [95][1660/3757] lr: 4.651e-03 eta: 23:28:01 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 7.4428 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2741 loss: 2.2741 2022/06/26 14:50:45 - mmengine - INFO - Epoch(train) [95][1680/3757] lr: 4.651e-03 eta: 23:27:56 time: 0.271 data_time: 0.006 memory: 5036 grad_norm: 7.7773 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.3044 loss: 2.3044 2022/06/26 14:50:50 - mmengine - INFO - Epoch(train) [95][1700/3757] lr: 4.651e-03 eta: 23:27:50 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 7.9060 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.4960 loss: 2.4960 2022/06/26 14:50:56 - mmengine - INFO - Epoch(train) [95][1720/3757] lr: 4.651e-03 eta: 23:27:45 time: 0.271 data_time: 0.003 memory: 5036 grad_norm: 7.3372 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.1979 loss: 2.1979 2022/06/26 14:51:01 - mmengine - INFO - Epoch(train) [95][1740/3757] lr: 4.651e-03 eta: 23:27:40 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 7.8875 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.2059 loss: 2.2059 2022/06/26 14:51:06 - mmengine - INFO - Epoch(train) [95][1760/3757] lr: 4.651e-03 eta: 23:27:35 time: 0.261 data_time: 0.010 memory: 5036 grad_norm: 6.3504 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0225 loss: 2.0225 2022/06/26 14:51:11 - mmengine - INFO - Epoch(train) [95][1780/3757] lr: 4.651e-03 eta: 23:27:29 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 6.7467 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4743 loss: 2.4743 2022/06/26 14:51:16 - mmengine - INFO - Epoch(train) [95][1800/3757] lr: 4.651e-03 eta: 23:27:24 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 7.3299 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5426 loss: 2.5426 2022/06/26 14:51:22 - mmengine - INFO - Epoch(train) [95][1820/3757] lr: 4.651e-03 eta: 23:27:19 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 7.8111 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1274 loss: 2.1274 2022/06/26 14:51:27 - mmengine - INFO - Epoch(train) [95][1840/3757] lr: 4.651e-03 eta: 23:27:13 time: 0.260 data_time: 0.013 memory: 5036 grad_norm: 7.1651 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4843 loss: 2.4843 2022/06/26 14:51:27 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 14:51:32 - mmengine - INFO - Epoch(train) [95][1860/3757] lr: 4.651e-03 eta: 23:27:08 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 7.7631 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2708 loss: 2.2708 2022/06/26 14:51:37 - mmengine - INFO - Epoch(train) [95][1880/3757] lr: 4.651e-03 eta: 23:27:03 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 6.0492 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.9462 loss: 1.9462 2022/06/26 14:51:42 - mmengine - INFO - Epoch(train) [95][1900/3757] lr: 4.651e-03 eta: 23:26:57 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 7.6838 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2960 loss: 2.2960 2022/06/26 14:51:48 - mmengine - INFO - Epoch(train) [95][1920/3757] lr: 4.651e-03 eta: 23:26:52 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 8.4084 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1812 loss: 2.1812 2022/06/26 14:51:53 - mmengine - INFO - Epoch(train) [95][1940/3757] lr: 4.651e-03 eta: 23:26:47 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 7.8064 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.0750 loss: 2.0750 2022/06/26 14:51:58 - mmengine - INFO - Epoch(train) [95][1960/3757] lr: 4.651e-03 eta: 23:26:42 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 7.1827 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.8022 loss: 1.8022 2022/06/26 14:52:04 - mmengine - INFO - Epoch(train) [95][1980/3757] lr: 4.651e-03 eta: 23:26:36 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 7.8112 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1366 loss: 2.1366 2022/06/26 14:52:09 - mmengine - INFO - Epoch(train) [95][2000/3757] lr: 4.651e-03 eta: 23:26:31 time: 0.377 data_time: 0.009 memory: 5036 grad_norm: 8.1933 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.5506 loss: 2.5506 2022/06/26 14:52:14 - mmengine - INFO - Epoch(train) [95][2020/3757] lr: 4.651e-03 eta: 23:26:26 time: 0.265 data_time: 0.006 memory: 5036 grad_norm: 7.5838 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.2343 loss: 2.2343 2022/06/26 14:52:20 - mmengine - INFO - Epoch(train) [95][2040/3757] lr: 4.651e-03 eta: 23:26:21 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 7.6746 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.0359 loss: 2.0359 2022/06/26 14:52:25 - mmengine - INFO - Epoch(train) [95][2060/3757] lr: 4.651e-03 eta: 23:26:16 time: 0.252 data_time: 0.011 memory: 5036 grad_norm: 7.6541 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.3361 loss: 2.3361 2022/06/26 14:52:30 - mmengine - INFO - Epoch(train) [95][2080/3757] lr: 4.651e-03 eta: 23:26:10 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 7.6557 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2223 loss: 2.2223 2022/06/26 14:52:35 - mmengine - INFO - Epoch(train) [95][2100/3757] lr: 4.651e-03 eta: 23:26:05 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 7.5941 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5486 loss: 2.5486 2022/06/26 14:52:41 - mmengine - INFO - Epoch(train) [95][2120/3757] lr: 4.651e-03 eta: 23:26:00 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 6.8937 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.4441 loss: 2.4441 2022/06/26 14:52:46 - mmengine - INFO - Epoch(train) [95][2140/3757] lr: 4.651e-03 eta: 23:25:54 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 6.2833 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.2258 loss: 2.2258 2022/06/26 14:52:51 - mmengine - INFO - Epoch(train) [95][2160/3757] lr: 4.651e-03 eta: 23:25:49 time: 0.268 data_time: 0.006 memory: 5036 grad_norm: 6.7798 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2951 loss: 2.2951 2022/06/26 14:52:56 - mmengine - INFO - Epoch(train) [95][2180/3757] lr: 4.651e-03 eta: 23:25:44 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 7.7225 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6313 loss: 2.6313 2022/06/26 14:53:02 - mmengine - INFO - Epoch(train) [95][2200/3757] lr: 4.651e-03 eta: 23:25:38 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 7.2127 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.4453 loss: 2.4453 2022/06/26 14:53:07 - mmengine - INFO - Epoch(train) [95][2220/3757] lr: 4.651e-03 eta: 23:25:33 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 6.3060 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3270 loss: 2.3270 2022/06/26 14:53:12 - mmengine - INFO - Epoch(train) [95][2240/3757] lr: 4.651e-03 eta: 23:25:28 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 7.3773 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1908 loss: 2.1908 2022/06/26 14:53:17 - mmengine - INFO - Epoch(train) [95][2260/3757] lr: 4.651e-03 eta: 23:25:23 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 7.4832 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.2163 loss: 2.2163 2022/06/26 14:53:22 - mmengine - INFO - Epoch(train) [95][2280/3757] lr: 4.651e-03 eta: 23:25:17 time: 0.251 data_time: 0.009 memory: 5036 grad_norm: 7.4695 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1511 loss: 2.1511 2022/06/26 14:53:28 - mmengine - INFO - Epoch(train) [95][2300/3757] lr: 4.651e-03 eta: 23:25:12 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 7.8102 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0481 loss: 2.0481 2022/06/26 14:53:33 - mmengine - INFO - Epoch(train) [95][2320/3757] lr: 4.651e-03 eta: 23:25:07 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 7.7148 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2614 loss: 2.2614 2022/06/26 14:53:38 - mmengine - INFO - Epoch(train) [95][2340/3757] lr: 4.651e-03 eta: 23:25:01 time: 0.267 data_time: 0.006 memory: 5036 grad_norm: 7.4558 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4602 loss: 2.4602 2022/06/26 14:53:43 - mmengine - INFO - Epoch(train) [95][2360/3757] lr: 4.651e-03 eta: 23:24:56 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 7.4826 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0986 loss: 2.0986 2022/06/26 14:53:48 - mmengine - INFO - Epoch(train) [95][2380/3757] lr: 4.651e-03 eta: 23:24:51 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 6.8255 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9687 loss: 1.9687 2022/06/26 14:53:53 - mmengine - INFO - Epoch(train) [95][2400/3757] lr: 4.651e-03 eta: 23:24:45 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 7.6380 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3440 loss: 2.3440 2022/06/26 14:53:59 - mmengine - INFO - Epoch(train) [95][2420/3757] lr: 4.651e-03 eta: 23:24:40 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 7.2759 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4326 loss: 2.4326 2022/06/26 14:54:04 - mmengine - INFO - Epoch(train) [95][2440/3757] lr: 4.651e-03 eta: 23:24:35 time: 0.264 data_time: 0.014 memory: 5036 grad_norm: 7.1988 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.3869 loss: 2.3869 2022/06/26 14:54:09 - mmengine - INFO - Epoch(train) [95][2460/3757] lr: 4.651e-03 eta: 23:24:29 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 7.6369 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.1050 loss: 2.1050 2022/06/26 14:54:14 - mmengine - INFO - Epoch(train) [95][2480/3757] lr: 4.651e-03 eta: 23:24:24 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 6.7742 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.0953 loss: 2.0953 2022/06/26 14:54:20 - mmengine - INFO - Epoch(train) [95][2500/3757] lr: 4.651e-03 eta: 23:24:19 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 8.0800 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.9959 loss: 1.9959 2022/06/26 14:54:25 - mmengine - INFO - Epoch(train) [95][2520/3757] lr: 4.651e-03 eta: 23:24:14 time: 0.259 data_time: 0.018 memory: 5036 grad_norm: 7.9524 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9824 loss: 2.9824 2022/06/26 14:54:30 - mmengine - INFO - Epoch(train) [95][2540/3757] lr: 4.651e-03 eta: 23:24:08 time: 0.250 data_time: 0.004 memory: 5036 grad_norm: 7.5175 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3259 loss: 2.3259 2022/06/26 14:54:36 - mmengine - INFO - Epoch(train) [95][2560/3757] lr: 4.651e-03 eta: 23:24:03 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 8.1181 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.8351 loss: 1.8351 2022/06/26 14:54:41 - mmengine - INFO - Epoch(train) [95][2580/3757] lr: 4.651e-03 eta: 23:23:58 time: 0.250 data_time: 0.007 memory: 5036 grad_norm: 8.3337 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.1242 loss: 2.1242 2022/06/26 14:54:46 - mmengine - INFO - Epoch(train) [95][2600/3757] lr: 4.651e-03 eta: 23:23:53 time: 0.250 data_time: 0.009 memory: 5036 grad_norm: 8.1218 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5071 loss: 2.5071 2022/06/26 14:54:51 - mmengine - INFO - Epoch(train) [95][2620/3757] lr: 4.651e-03 eta: 23:23:47 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 6.7449 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2212 loss: 2.2212 2022/06/26 14:54:56 - mmengine - INFO - Epoch(train) [95][2640/3757] lr: 4.651e-03 eta: 23:23:42 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 7.9396 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3263 loss: 2.3263 2022/06/26 14:55:02 - mmengine - INFO - Epoch(train) [95][2660/3757] lr: 4.651e-03 eta: 23:23:36 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 7.3915 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2626 loss: 2.2626 2022/06/26 14:55:07 - mmengine - INFO - Epoch(train) [95][2680/3757] lr: 4.651e-03 eta: 23:23:31 time: 0.248 data_time: 0.009 memory: 5036 grad_norm: 9.7055 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.3754 loss: 2.3754 2022/06/26 14:55:12 - mmengine - INFO - Epoch(train) [95][2700/3757] lr: 4.651e-03 eta: 23:23:26 time: 0.251 data_time: 0.009 memory: 5036 grad_norm: 7.3900 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1343 loss: 2.1343 2022/06/26 14:55:17 - mmengine - INFO - Epoch(train) [95][2720/3757] lr: 4.651e-03 eta: 23:23:20 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 7.9832 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.7440 loss: 2.7440 2022/06/26 14:55:22 - mmengine - INFO - Epoch(train) [95][2740/3757] lr: 4.651e-03 eta: 23:23:15 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 8.3150 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9559 loss: 1.9559 2022/06/26 14:55:28 - mmengine - INFO - Epoch(train) [95][2760/3757] lr: 4.651e-03 eta: 23:23:10 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 6.8307 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.1831 loss: 2.1831 2022/06/26 14:55:33 - mmengine - INFO - Epoch(train) [95][2780/3757] lr: 4.651e-03 eta: 23:23:05 time: 0.365 data_time: 0.003 memory: 5036 grad_norm: 6.9438 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3990 loss: 2.3990 2022/06/26 14:55:38 - mmengine - INFO - Epoch(train) [95][2800/3757] lr: 4.651e-03 eta: 23:22:59 time: 0.281 data_time: 0.014 memory: 5036 grad_norm: 5.8340 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1821 loss: 2.1821 2022/06/26 14:55:43 - mmengine - INFO - Epoch(train) [95][2820/3757] lr: 4.651e-03 eta: 23:22:54 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 7.0919 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.6824 loss: 2.6824 2022/06/26 14:55:49 - mmengine - INFO - Epoch(train) [95][2840/3757] lr: 4.651e-03 eta: 23:22:49 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 7.5440 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5002 loss: 2.5002 2022/06/26 14:55:49 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 14:55:54 - mmengine - INFO - Epoch(train) [95][2860/3757] lr: 4.651e-03 eta: 23:22:43 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 7.7568 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.5805 loss: 2.5805 2022/06/26 14:55:59 - mmengine - INFO - Epoch(train) [95][2880/3757] lr: 4.651e-03 eta: 23:22:38 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 7.4348 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 2.4576 loss: 2.4576 2022/06/26 14:56:04 - mmengine - INFO - Epoch(train) [95][2900/3757] lr: 4.651e-03 eta: 23:22:33 time: 0.264 data_time: 0.006 memory: 5036 grad_norm: 8.7537 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.7581 loss: 2.7581 2022/06/26 14:56:10 - mmengine - INFO - Epoch(train) [95][2920/3757] lr: 4.651e-03 eta: 23:22:28 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 7.9966 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.2812 loss: 2.2812 2022/06/26 14:56:15 - mmengine - INFO - Epoch(train) [95][2940/3757] lr: 4.651e-03 eta: 23:22:22 time: 0.267 data_time: 0.006 memory: 5036 grad_norm: 7.8782 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3458 loss: 2.3458 2022/06/26 14:56:20 - mmengine - INFO - Epoch(train) [95][2960/3757] lr: 4.651e-03 eta: 23:22:17 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 7.2203 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4343 loss: 2.4343 2022/06/26 14:56:25 - mmengine - INFO - Epoch(train) [95][2980/3757] lr: 4.651e-03 eta: 23:22:12 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 7.9207 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1622 loss: 2.1622 2022/06/26 14:56:31 - mmengine - INFO - Epoch(train) [95][3000/3757] lr: 4.651e-03 eta: 23:22:06 time: 0.264 data_time: 0.006 memory: 5036 grad_norm: 8.0027 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.5195 loss: 2.5195 2022/06/26 14:56:36 - mmengine - INFO - Epoch(train) [95][3020/3757] lr: 4.651e-03 eta: 23:22:01 time: 0.281 data_time: 0.006 memory: 5036 grad_norm: 6.4132 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.1769 loss: 2.1769 2022/06/26 14:56:41 - mmengine - INFO - Epoch(train) [95][3040/3757] lr: 4.651e-03 eta: 23:21:56 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 6.8815 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1867 loss: 2.1867 2022/06/26 14:56:46 - mmengine - INFO - Epoch(train) [95][3060/3757] lr: 4.651e-03 eta: 23:21:51 time: 0.265 data_time: 0.010 memory: 5036 grad_norm: 7.0794 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7993 loss: 1.7993 2022/06/26 14:56:52 - mmengine - INFO - Epoch(train) [95][3080/3757] lr: 4.651e-03 eta: 23:21:45 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 8.4303 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3887 loss: 2.3887 2022/06/26 14:56:57 - mmengine - INFO - Epoch(train) [95][3100/3757] lr: 4.651e-03 eta: 23:21:40 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 6.9699 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9528 loss: 1.9528 2022/06/26 14:57:02 - mmengine - INFO - Epoch(train) [95][3120/3757] lr: 4.651e-03 eta: 23:21:35 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 6.4955 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1547 loss: 2.1547 2022/06/26 14:57:08 - mmengine - INFO - Epoch(train) [95][3140/3757] lr: 4.651e-03 eta: 23:21:30 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 6.4007 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.1592 loss: 2.1592 2022/06/26 14:57:13 - mmengine - INFO - Epoch(train) [95][3160/3757] lr: 4.651e-03 eta: 23:21:25 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 6.7323 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4827 loss: 2.4827 2022/06/26 14:57:18 - mmengine - INFO - Epoch(train) [95][3180/3757] lr: 4.651e-03 eta: 23:21:19 time: 0.296 data_time: 0.012 memory: 5036 grad_norm: 7.4450 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4230 loss: 2.4230 2022/06/26 14:57:23 - mmengine - INFO - Epoch(train) [95][3200/3757] lr: 4.651e-03 eta: 23:21:14 time: 0.256 data_time: 0.004 memory: 5036 grad_norm: 7.8615 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5699 loss: 2.5699 2022/06/26 14:57:28 - mmengine - INFO - Epoch(train) [95][3220/3757] lr: 4.651e-03 eta: 23:21:08 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 8.0981 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.6975 loss: 2.6975 2022/06/26 14:57:34 - mmengine - INFO - Epoch(train) [95][3240/3757] lr: 4.651e-03 eta: 23:21:03 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 7.1000 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1689 loss: 2.1689 2022/06/26 14:57:39 - mmengine - INFO - Epoch(train) [95][3260/3757] lr: 4.651e-03 eta: 23:20:58 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 6.3454 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.1865 loss: 2.1865 2022/06/26 14:57:44 - mmengine - INFO - Epoch(train) [95][3280/3757] lr: 4.651e-03 eta: 23:20:53 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 8.1457 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.1885 loss: 2.1885 2022/06/26 14:57:49 - mmengine - INFO - Epoch(train) [95][3300/3757] lr: 4.651e-03 eta: 23:20:47 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 7.0393 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7339 loss: 2.7339 2022/06/26 14:57:55 - mmengine - INFO - Epoch(train) [95][3320/3757] lr: 4.651e-03 eta: 23:20:42 time: 0.246 data_time: 0.004 memory: 5036 grad_norm: 6.9649 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.3375 loss: 2.3375 2022/06/26 14:58:00 - mmengine - INFO - Epoch(train) [95][3340/3757] lr: 4.651e-03 eta: 23:20:37 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 7.3295 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.2524 loss: 2.2524 2022/06/26 14:58:05 - mmengine - INFO - Epoch(train) [95][3360/3757] lr: 4.651e-03 eta: 23:20:31 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 7.9292 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3974 loss: 2.3974 2022/06/26 14:58:10 - mmengine - INFO - Epoch(train) [95][3380/3757] lr: 4.651e-03 eta: 23:20:26 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 7.2780 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.8539 loss: 2.8539 2022/06/26 14:58:15 - mmengine - INFO - Epoch(train) [95][3400/3757] lr: 4.651e-03 eta: 23:20:21 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 7.4968 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3771 loss: 2.3771 2022/06/26 14:58:21 - mmengine - INFO - Epoch(train) [95][3420/3757] lr: 4.651e-03 eta: 23:20:16 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 8.5614 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9659 loss: 1.9659 2022/06/26 14:58:26 - mmengine - INFO - Epoch(train) [95][3440/3757] lr: 4.651e-03 eta: 23:20:10 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 8.0066 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1620 loss: 2.1620 2022/06/26 14:58:31 - mmengine - INFO - Epoch(train) [95][3460/3757] lr: 4.651e-03 eta: 23:20:05 time: 0.259 data_time: 0.009 memory: 5036 grad_norm: 8.4475 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.4369 loss: 2.4369 2022/06/26 14:58:36 - mmengine - INFO - Epoch(train) [95][3480/3757] lr: 4.651e-03 eta: 23:20:00 time: 0.265 data_time: 0.006 memory: 5036 grad_norm: 6.8109 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.3910 loss: 2.3910 2022/06/26 14:58:42 - mmengine - INFO - Epoch(train) [95][3500/3757] lr: 4.651e-03 eta: 23:19:54 time: 0.253 data_time: 0.010 memory: 5036 grad_norm: 7.6490 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0870 loss: 2.0870 2022/06/26 14:58:47 - mmengine - INFO - Epoch(train) [95][3520/3757] lr: 4.651e-03 eta: 23:19:49 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 7.6572 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 2.4041 loss: 2.4041 2022/06/26 14:58:52 - mmengine - INFO - Epoch(train) [95][3540/3757] lr: 4.651e-03 eta: 23:19:44 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 8.1790 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.5553 loss: 2.5553 2022/06/26 14:58:57 - mmengine - INFO - Epoch(train) [95][3560/3757] lr: 4.651e-03 eta: 23:19:38 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 6.7424 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2439 loss: 2.2439 2022/06/26 14:59:02 - mmengine - INFO - Epoch(train) [95][3580/3757] lr: 4.651e-03 eta: 23:19:33 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 7.2051 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3704 loss: 2.3704 2022/06/26 14:59:08 - mmengine - INFO - Epoch(train) [95][3600/3757] lr: 4.651e-03 eta: 23:19:28 time: 0.254 data_time: 0.004 memory: 5036 grad_norm: 7.4767 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6764 loss: 2.6764 2022/06/26 14:59:13 - mmengine - INFO - Epoch(train) [95][3620/3757] lr: 4.651e-03 eta: 23:19:22 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 6.5414 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.4496 loss: 2.4496 2022/06/26 14:59:18 - mmengine - INFO - Epoch(train) [95][3640/3757] lr: 4.651e-03 eta: 23:19:17 time: 0.258 data_time: 0.012 memory: 5036 grad_norm: 7.4862 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2100 loss: 2.2100 2022/06/26 14:59:23 - mmengine - INFO - Epoch(train) [95][3660/3757] lr: 4.651e-03 eta: 23:19:12 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 7.1661 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.2709 loss: 2.2709 2022/06/26 14:59:28 - mmengine - INFO - Epoch(train) [95][3680/3757] lr: 4.651e-03 eta: 23:19:06 time: 0.266 data_time: 0.007 memory: 5036 grad_norm: 7.5629 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2260 loss: 2.2260 2022/06/26 14:59:34 - mmengine - INFO - Epoch(train) [95][3700/3757] lr: 4.651e-03 eta: 23:19:01 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 8.2855 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4601 loss: 2.4601 2022/06/26 14:59:39 - mmengine - INFO - Epoch(train) [95][3720/3757] lr: 4.651e-03 eta: 23:18:56 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 8.1824 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.2877 loss: 2.2877 2022/06/26 14:59:44 - mmengine - INFO - Epoch(train) [95][3740/3757] lr: 4.651e-03 eta: 23:18:50 time: 0.243 data_time: 0.009 memory: 5036 grad_norm: 7.3460 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.3167 loss: 2.3167 2022/06/26 14:59:48 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 14:59:48 - mmengine - INFO - Saving checkpoint at 95 epochs 2022/06/26 15:00:01 - mmengine - INFO - Epoch(val) [95][20/310] eta: 0:01:42 time: 0.106 data_time: 0.004 memory: 5036 2022/06/26 15:00:06 - mmengine - INFO - Epoch(val) [95][40/310] eta: 0:01:39 time: 0.106 data_time: 0.005 memory: 1723 2022/06/26 15:00:11 - mmengine - INFO - Epoch(val) [95][60/310] eta: 0:00:26 time: 0.106 data_time: 0.005 memory: 1723 2022/06/26 15:00:15 - mmengine - INFO - Epoch(val) [95][80/310] eta: 0:00:24 time: 0.103 data_time: 0.002 memory: 1723 2022/06/26 15:00:22 - mmengine - INFO - Epoch(val) [95][100/310] eta: 0:01:16 time: 0.108 data_time: 0.002 memory: 1723 2022/06/26 15:00:27 - mmengine - INFO - Epoch(val) [95][120/310] eta: 0:01:08 time: 0.115 data_time: 0.011 memory: 1723 2022/06/26 15:00:32 - mmengine - INFO - Epoch(val) [95][140/310] eta: 0:00:20 time: 0.107 data_time: 0.002 memory: 1723 2022/06/26 15:00:36 - mmengine - INFO - Epoch(val) [95][160/310] eta: 0:00:15 time: 0.106 data_time: 0.001 memory: 1723 2022/06/26 15:00:43 - mmengine - INFO - Epoch(val) [95][180/310] eta: 0:00:45 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 15:00:48 - mmengine - INFO - Epoch(val) [95][200/310] eta: 0:00:39 time: 0.104 data_time: 0.002 memory: 1723 2022/06/26 15:00:53 - mmengine - INFO - Epoch(val) [95][220/310] eta: 0:00:09 time: 0.103 data_time: 0.002 memory: 1723 2022/06/26 15:00:57 - mmengine - INFO - Epoch(val) [95][240/310] eta: 0:00:09 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 15:01:04 - mmengine - INFO - Epoch(val) [95][260/310] eta: 0:00:15 time: 0.108 data_time: 0.001 memory: 1723 2022/06/26 15:01:08 - mmengine - INFO - Epoch(val) [95][280/310] eta: 0:00:10 time: 0.119 data_time: 0.002 memory: 1723 2022/06/26 15:01:11 - mmengine - INFO - Epoch(val) [95][300/310] eta: 0:00:01 time: 0.097 data_time: 0.001 memory: 1723 2022/06/26 15:01:13 - mmengine - INFO - Epoch(val) [95][310/310] acc/top1: 0.5315 acc/top5: 0.7739 acc/mean1: 0.5313 2022/06/26 15:01:23 - mmengine - INFO - Epoch(train) [96][20/3757] lr: 4.564e-03 eta: 23:18:43 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 7.4378 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4420 loss: 2.4420 2022/06/26 15:01:28 - mmengine - INFO - Epoch(train) [96][40/3757] lr: 4.564e-03 eta: 23:18:38 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 7.2185 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4794 loss: 2.4794 2022/06/26 15:01:33 - mmengine - INFO - Epoch(train) [96][60/3757] lr: 4.564e-03 eta: 23:18:32 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 8.2464 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6375 loss: 2.6375 2022/06/26 15:01:38 - mmengine - INFO - Epoch(train) [96][80/3757] lr: 4.564e-03 eta: 23:18:27 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 7.3003 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.3146 loss: 2.3146 2022/06/26 15:01:40 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 15:01:44 - mmengine - INFO - Epoch(train) [96][100/3757] lr: 4.564e-03 eta: 23:18:22 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 8.0883 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.2298 loss: 2.2298 2022/06/26 15:01:49 - mmengine - INFO - Epoch(train) [96][120/3757] lr: 4.564e-03 eta: 23:18:17 time: 0.439 data_time: 0.007 memory: 5036 grad_norm: 6.3601 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.5747 loss: 2.5747 2022/06/26 15:01:54 - mmengine - INFO - Epoch(train) [96][140/3757] lr: 4.564e-03 eta: 23:18:11 time: 0.252 data_time: 0.005 memory: 5036 grad_norm: 7.1867 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.3840 loss: 2.3840 2022/06/26 15:01:59 - mmengine - INFO - Epoch(train) [96][160/3757] lr: 4.564e-03 eta: 23:18:06 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 7.8500 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4474 loss: 2.4474 2022/06/26 15:02:05 - mmengine - INFO - Epoch(train) [96][180/3757] lr: 4.564e-03 eta: 23:18:01 time: 0.268 data_time: 0.017 memory: 5036 grad_norm: 7.7642 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.2546 loss: 2.2546 2022/06/26 15:02:10 - mmengine - INFO - Epoch(train) [96][200/3757] lr: 4.564e-03 eta: 23:17:56 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 8.1305 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2767 loss: 2.2767 2022/06/26 15:02:16 - mmengine - INFO - Epoch(train) [96][220/3757] lr: 4.564e-03 eta: 23:17:51 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 7.1481 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1340 loss: 2.1340 2022/06/26 15:02:21 - mmengine - INFO - Epoch(train) [96][240/3757] lr: 4.564e-03 eta: 23:17:45 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 7.8962 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3081 loss: 2.3081 2022/06/26 15:02:26 - mmengine - INFO - Epoch(train) [96][260/3757] lr: 4.564e-03 eta: 23:17:40 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 6.1028 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.7022 loss: 2.7022 2022/06/26 15:02:32 - mmengine - INFO - Epoch(train) [96][280/3757] lr: 4.564e-03 eta: 23:17:35 time: 0.249 data_time: 0.004 memory: 5036 grad_norm: 8.0506 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.6004 loss: 2.6004 2022/06/26 15:02:37 - mmengine - INFO - Epoch(train) [96][300/3757] lr: 4.564e-03 eta: 23:17:30 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 7.2575 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2311 loss: 2.2311 2022/06/26 15:02:42 - mmengine - INFO - Epoch(train) [96][320/3757] lr: 4.564e-03 eta: 23:17:24 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 7.3304 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3966 loss: 2.3966 2022/06/26 15:02:47 - mmengine - INFO - Epoch(train) [96][340/3757] lr: 4.564e-03 eta: 23:17:19 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 8.0427 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.8145 loss: 2.8145 2022/06/26 15:02:53 - mmengine - INFO - Epoch(train) [96][360/3757] lr: 4.564e-03 eta: 23:17:14 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 7.4381 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.4882 loss: 2.4882 2022/06/26 15:02:58 - mmengine - INFO - Epoch(train) [96][380/3757] lr: 4.564e-03 eta: 23:17:09 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 6.4401 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1004 loss: 2.1004 2022/06/26 15:03:03 - mmengine - INFO - Epoch(train) [96][400/3757] lr: 4.564e-03 eta: 23:17:04 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 7.4704 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 3.0157 loss: 3.0157 2022/06/26 15:03:09 - mmengine - INFO - Epoch(train) [96][420/3757] lr: 4.564e-03 eta: 23:16:58 time: 0.299 data_time: 0.004 memory: 5036 grad_norm: 7.3540 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0558 loss: 2.0558 2022/06/26 15:03:14 - mmengine - INFO - Epoch(train) [96][440/3757] lr: 4.564e-03 eta: 23:16:53 time: 0.250 data_time: 0.008 memory: 5036 grad_norm: 7.5001 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.2533 loss: 2.2533 2022/06/26 15:03:19 - mmengine - INFO - Epoch(train) [96][460/3757] lr: 4.564e-03 eta: 23:16:48 time: 0.251 data_time: 0.007 memory: 5036 grad_norm: 7.5898 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.8588 loss: 2.8588 2022/06/26 15:03:25 - mmengine - INFO - Epoch(train) [96][480/3757] lr: 4.564e-03 eta: 23:16:43 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.7132 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.0392 loss: 2.0392 2022/06/26 15:03:30 - mmengine - INFO - Epoch(train) [96][500/3757] lr: 4.564e-03 eta: 23:16:37 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 5.8250 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.0554 loss: 2.0554 2022/06/26 15:03:35 - mmengine - INFO - Epoch(train) [96][520/3757] lr: 4.564e-03 eta: 23:16:32 time: 0.255 data_time: 0.010 memory: 5036 grad_norm: 7.3991 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3276 loss: 2.3276 2022/06/26 15:03:40 - mmengine - INFO - Epoch(train) [96][540/3757] lr: 4.564e-03 eta: 23:16:27 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 7.3318 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.3271 loss: 2.3271 2022/06/26 15:03:45 - mmengine - INFO - Epoch(train) [96][560/3757] lr: 4.564e-03 eta: 23:16:21 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 6.6027 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5590 loss: 2.5590 2022/06/26 15:03:51 - mmengine - INFO - Epoch(train) [96][580/3757] lr: 4.564e-03 eta: 23:16:16 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 7.0965 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.7051 loss: 2.7051 2022/06/26 15:03:56 - mmengine - INFO - Epoch(train) [96][600/3757] lr: 4.564e-03 eta: 23:16:11 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 8.4981 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6247 loss: 2.6247 2022/06/26 15:04:01 - mmengine - INFO - Epoch(train) [96][620/3757] lr: 4.564e-03 eta: 23:16:05 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 8.3566 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.3632 loss: 2.3632 2022/06/26 15:04:06 - mmengine - INFO - Epoch(train) [96][640/3757] lr: 4.564e-03 eta: 23:16:00 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 7.7421 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4213 loss: 2.4213 2022/06/26 15:04:11 - mmengine - INFO - Epoch(train) [96][660/3757] lr: 4.564e-03 eta: 23:15:55 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 8.9787 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.9331 loss: 1.9331 2022/06/26 15:04:17 - mmengine - INFO - Epoch(train) [96][680/3757] lr: 4.564e-03 eta: 23:15:49 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 7.8010 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4387 loss: 2.4387 2022/06/26 15:04:22 - mmengine - INFO - Epoch(train) [96][700/3757] lr: 4.564e-03 eta: 23:15:44 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 7.3309 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.0011 loss: 2.0011 2022/06/26 15:04:27 - mmengine - INFO - Epoch(train) [96][720/3757] lr: 4.564e-03 eta: 23:15:39 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 6.9582 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.3818 loss: 2.3818 2022/06/26 15:04:32 - mmengine - INFO - Epoch(train) [96][740/3757] lr: 4.564e-03 eta: 23:15:34 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 6.8422 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2426 loss: 2.2426 2022/06/26 15:04:38 - mmengine - INFO - Epoch(train) [96][760/3757] lr: 4.564e-03 eta: 23:15:28 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 7.9262 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4790 loss: 2.4790 2022/06/26 15:04:43 - mmengine - INFO - Epoch(train) [96][780/3757] lr: 4.564e-03 eta: 23:15:23 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 6.5712 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8945 loss: 1.8945 2022/06/26 15:04:48 - mmengine - INFO - Epoch(train) [96][800/3757] lr: 4.564e-03 eta: 23:15:18 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 7.8138 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.4979 loss: 2.4979 2022/06/26 15:04:53 - mmengine - INFO - Epoch(train) [96][820/3757] lr: 4.564e-03 eta: 23:15:12 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 7.5683 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.4672 loss: 2.4672 2022/06/26 15:04:59 - mmengine - INFO - Epoch(train) [96][840/3757] lr: 4.564e-03 eta: 23:15:07 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 7.3642 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.0348 loss: 2.0348 2022/06/26 15:05:04 - mmengine - INFO - Epoch(train) [96][860/3757] lr: 4.564e-03 eta: 23:15:02 time: 0.258 data_time: 0.012 memory: 5036 grad_norm: 6.6699 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2935 loss: 2.2935 2022/06/26 15:05:09 - mmengine - INFO - Epoch(train) [96][880/3757] lr: 4.564e-03 eta: 23:14:57 time: 0.258 data_time: 0.004 memory: 5036 grad_norm: 9.2651 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.2492 loss: 2.2492 2022/06/26 15:05:14 - mmengine - INFO - Epoch(train) [96][900/3757] lr: 4.564e-03 eta: 23:14:51 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 7.4478 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1734 loss: 2.1734 2022/06/26 15:05:20 - mmengine - INFO - Epoch(train) [96][920/3757] lr: 4.564e-03 eta: 23:14:46 time: 0.262 data_time: 0.016 memory: 5036 grad_norm: 7.6292 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9820 loss: 1.9820 2022/06/26 15:05:25 - mmengine - INFO - Epoch(train) [96][940/3757] lr: 4.564e-03 eta: 23:14:41 time: 0.271 data_time: 0.003 memory: 5036 grad_norm: 8.6813 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.2842 loss: 2.2842 2022/06/26 15:05:30 - mmengine - INFO - Epoch(train) [96][960/3757] lr: 4.564e-03 eta: 23:14:35 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 7.2828 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5804 loss: 2.5804 2022/06/26 15:05:35 - mmengine - INFO - Epoch(train) [96][980/3757] lr: 4.564e-03 eta: 23:14:30 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.1020 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8138 loss: 2.8138 2022/06/26 15:05:40 - mmengine - INFO - Epoch(train) [96][1000/3757] lr: 4.564e-03 eta: 23:14:25 time: 0.252 data_time: 0.010 memory: 5036 grad_norm: 7.9599 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.5951 loss: 2.5951 2022/06/26 15:05:46 - mmengine - INFO - Epoch(train) [96][1020/3757] lr: 4.564e-03 eta: 23:14:19 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 7.9364 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0334 loss: 2.0334 2022/06/26 15:05:51 - mmengine - INFO - Epoch(train) [96][1040/3757] lr: 4.564e-03 eta: 23:14:14 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 8.3223 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.4742 loss: 2.4742 2022/06/26 15:05:56 - mmengine - INFO - Epoch(train) [96][1060/3757] lr: 4.564e-03 eta: 23:14:09 time: 0.245 data_time: 0.004 memory: 5036 grad_norm: 8.2210 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5786 loss: 2.5786 2022/06/26 15:06:02 - mmengine - INFO - Epoch(train) [96][1080/3757] lr: 4.564e-03 eta: 23:14:04 time: 0.260 data_time: 0.014 memory: 5036 grad_norm: 8.3961 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5994 loss: 2.5994 2022/06/26 15:06:03 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 15:06:07 - mmengine - INFO - Epoch(train) [96][1100/3757] lr: 4.564e-03 eta: 23:13:59 time: 0.249 data_time: 0.004 memory: 5036 grad_norm: 7.8460 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.5384 loss: 2.5384 2022/06/26 15:06:12 - mmengine - INFO - Epoch(train) [96][1120/3757] lr: 4.564e-03 eta: 23:13:53 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 7.7188 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.1327 loss: 2.1327 2022/06/26 15:06:18 - mmengine - INFO - Epoch(train) [96][1140/3757] lr: 4.564e-03 eta: 23:13:48 time: 0.270 data_time: 0.003 memory: 5036 grad_norm: 7.4135 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.0387 loss: 2.0387 2022/06/26 15:06:23 - mmengine - INFO - Epoch(train) [96][1160/3757] lr: 4.564e-03 eta: 23:13:43 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 7.9584 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.3201 loss: 2.3201 2022/06/26 15:06:28 - mmengine - INFO - Epoch(train) [96][1180/3757] lr: 4.564e-03 eta: 23:13:38 time: 0.255 data_time: 0.015 memory: 5036 grad_norm: 7.5396 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.5077 loss: 2.5077 2022/06/26 15:06:33 - mmengine - INFO - Epoch(train) [96][1200/3757] lr: 4.564e-03 eta: 23:13:32 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 7.4370 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.3994 loss: 2.3994 2022/06/26 15:06:38 - mmengine - INFO - Epoch(train) [96][1220/3757] lr: 4.564e-03 eta: 23:13:27 time: 0.255 data_time: 0.008 memory: 5036 grad_norm: 8.8391 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.5189 loss: 2.5189 2022/06/26 15:06:43 - mmengine - INFO - Epoch(train) [96][1240/3757] lr: 4.564e-03 eta: 23:13:21 time: 0.271 data_time: 0.007 memory: 5036 grad_norm: 7.4082 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2858 loss: 2.2858 2022/06/26 15:06:49 - mmengine - INFO - Epoch(train) [96][1260/3757] lr: 4.564e-03 eta: 23:13:16 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 7.1074 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.3076 loss: 2.3076 2022/06/26 15:06:54 - mmengine - INFO - Epoch(train) [96][1280/3757] lr: 4.564e-03 eta: 23:13:11 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 7.2246 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2993 loss: 2.2993 2022/06/26 15:06:59 - mmengine - INFO - Epoch(train) [96][1300/3757] lr: 4.564e-03 eta: 23:13:06 time: 0.274 data_time: 0.019 memory: 5036 grad_norm: 7.3344 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5365 loss: 2.5365 2022/06/26 15:07:04 - mmengine - INFO - Epoch(train) [96][1320/3757] lr: 4.564e-03 eta: 23:13:00 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 7.6734 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.4042 loss: 2.4042 2022/06/26 15:07:10 - mmengine - INFO - Epoch(train) [96][1340/3757] lr: 4.564e-03 eta: 23:12:55 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 7.3220 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.4440 loss: 2.4440 2022/06/26 15:07:15 - mmengine - INFO - Epoch(train) [96][1360/3757] lr: 4.564e-03 eta: 23:12:50 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 7.6530 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6623 loss: 2.6623 2022/06/26 15:07:20 - mmengine - INFO - Epoch(train) [96][1380/3757] lr: 4.564e-03 eta: 23:12:45 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.8837 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.7506 loss: 2.7506 2022/06/26 15:07:26 - mmengine - INFO - Epoch(train) [96][1400/3757] lr: 4.564e-03 eta: 23:12:39 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 6.4469 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.2272 loss: 2.2272 2022/06/26 15:07:31 - mmengine - INFO - Epoch(train) [96][1420/3757] lr: 4.564e-03 eta: 23:12:34 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 8.5795 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9662 loss: 1.9662 2022/06/26 15:07:36 - mmengine - INFO - Epoch(train) [96][1440/3757] lr: 4.564e-03 eta: 23:12:29 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 7.7571 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3310 loss: 2.3310 2022/06/26 15:07:41 - mmengine - INFO - Epoch(train) [96][1460/3757] lr: 4.564e-03 eta: 23:12:24 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 8.2247 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4118 loss: 2.4118 2022/06/26 15:07:47 - mmengine - INFO - Epoch(train) [96][1480/3757] lr: 4.564e-03 eta: 23:12:18 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 6.9841 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5794 loss: 2.5794 2022/06/26 15:07:52 - mmengine - INFO - Epoch(train) [96][1500/3757] lr: 4.564e-03 eta: 23:12:13 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 7.0151 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9812 loss: 1.9812 2022/06/26 15:07:57 - mmengine - INFO - Epoch(train) [96][1520/3757] lr: 4.564e-03 eta: 23:12:08 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 7.0167 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0359 loss: 2.0359 2022/06/26 15:08:02 - mmengine - INFO - Epoch(train) [96][1540/3757] lr: 4.564e-03 eta: 23:12:02 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 6.9670 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.4428 loss: 2.4428 2022/06/26 15:08:08 - mmengine - INFO - Epoch(train) [96][1560/3757] lr: 4.564e-03 eta: 23:11:57 time: 0.249 data_time: 0.007 memory: 5036 grad_norm: 9.2481 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.6316 loss: 2.6316 2022/06/26 15:08:13 - mmengine - INFO - Epoch(train) [96][1580/3757] lr: 4.564e-03 eta: 23:11:52 time: 0.249 data_time: 0.005 memory: 5036 grad_norm: 6.8728 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.7300 loss: 2.7300 2022/06/26 15:08:18 - mmengine - INFO - Epoch(train) [96][1600/3757] lr: 4.564e-03 eta: 23:11:47 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 6.9131 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2630 loss: 2.2630 2022/06/26 15:08:24 - mmengine - INFO - Epoch(train) [96][1620/3757] lr: 4.564e-03 eta: 23:11:41 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.8728 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.1319 loss: 2.1319 2022/06/26 15:08:29 - mmengine - INFO - Epoch(train) [96][1640/3757] lr: 4.564e-03 eta: 23:11:36 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 5.9185 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1486 loss: 2.1486 2022/06/26 15:08:34 - mmengine - INFO - Epoch(train) [96][1660/3757] lr: 4.564e-03 eta: 23:11:31 time: 0.250 data_time: 0.008 memory: 5036 grad_norm: 7.2227 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.2307 loss: 2.2307 2022/06/26 15:08:39 - mmengine - INFO - Epoch(train) [96][1680/3757] lr: 4.564e-03 eta: 23:11:25 time: 0.249 data_time: 0.009 memory: 5036 grad_norm: 8.0826 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9113 loss: 1.9113 2022/06/26 15:08:44 - mmengine - INFO - Epoch(train) [96][1700/3757] lr: 4.564e-03 eta: 23:11:20 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 7.6972 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4557 loss: 2.4557 2022/06/26 15:08:50 - mmengine - INFO - Epoch(train) [96][1720/3757] lr: 4.564e-03 eta: 23:11:15 time: 0.407 data_time: 0.133 memory: 5036 grad_norm: 8.5008 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.3907 loss: 2.3907 2022/06/26 15:08:55 - mmengine - INFO - Epoch(train) [96][1740/3757] lr: 4.564e-03 eta: 23:11:10 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 8.4775 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1380 loss: 2.1380 2022/06/26 15:09:00 - mmengine - INFO - Epoch(train) [96][1760/3757] lr: 4.564e-03 eta: 23:11:04 time: 0.265 data_time: 0.006 memory: 5036 grad_norm: 6.9920 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0325 loss: 2.0325 2022/06/26 15:09:05 - mmengine - INFO - Epoch(train) [96][1780/3757] lr: 4.564e-03 eta: 23:10:59 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 9.1408 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9541 loss: 1.9541 2022/06/26 15:09:11 - mmengine - INFO - Epoch(train) [96][1800/3757] lr: 4.564e-03 eta: 23:10:54 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 6.8114 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3036 loss: 2.3036 2022/06/26 15:09:16 - mmengine - INFO - Epoch(train) [96][1820/3757] lr: 4.564e-03 eta: 23:10:49 time: 0.255 data_time: 0.008 memory: 5036 grad_norm: 8.9537 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.1537 loss: 2.1537 2022/06/26 15:09:21 - mmengine - INFO - Epoch(train) [96][1840/3757] lr: 4.564e-03 eta: 23:10:43 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 7.4573 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1666 loss: 2.1666 2022/06/26 15:09:26 - mmengine - INFO - Epoch(train) [96][1860/3757] lr: 4.564e-03 eta: 23:10:38 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 7.3717 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.1385 loss: 2.1385 2022/06/26 15:09:31 - mmengine - INFO - Epoch(train) [96][1880/3757] lr: 4.564e-03 eta: 23:10:32 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 7.3160 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5134 loss: 2.5134 2022/06/26 15:09:37 - mmengine - INFO - Epoch(train) [96][1900/3757] lr: 4.564e-03 eta: 23:10:27 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.8745 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9190 loss: 1.9190 2022/06/26 15:09:42 - mmengine - INFO - Epoch(train) [96][1920/3757] lr: 4.564e-03 eta: 23:10:22 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 7.0742 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6844 loss: 2.6844 2022/06/26 15:09:47 - mmengine - INFO - Epoch(train) [96][1940/3757] lr: 4.564e-03 eta: 23:10:16 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 7.0363 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1436 loss: 2.1436 2022/06/26 15:09:52 - mmengine - INFO - Epoch(train) [96][1960/3757] lr: 4.564e-03 eta: 23:10:11 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 7.8647 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.1789 loss: 2.1789 2022/06/26 15:09:57 - mmengine - INFO - Epoch(train) [96][1980/3757] lr: 4.564e-03 eta: 23:10:06 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 6.9045 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.3380 loss: 2.3380 2022/06/26 15:10:03 - mmengine - INFO - Epoch(train) [96][2000/3757] lr: 4.564e-03 eta: 23:10:01 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 6.9342 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4430 loss: 2.4430 2022/06/26 15:10:08 - mmengine - INFO - Epoch(train) [96][2020/3757] lr: 4.564e-03 eta: 23:09:55 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 7.5955 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9183 loss: 1.9183 2022/06/26 15:10:13 - mmengine - INFO - Epoch(train) [96][2040/3757] lr: 4.564e-03 eta: 23:09:50 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 7.9229 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4546 loss: 2.4546 2022/06/26 15:10:18 - mmengine - INFO - Epoch(train) [96][2060/3757] lr: 4.564e-03 eta: 23:09:45 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 6.9515 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.4444 loss: 2.4444 2022/06/26 15:10:23 - mmengine - INFO - Epoch(train) [96][2080/3757] lr: 4.564e-03 eta: 23:09:39 time: 0.251 data_time: 0.007 memory: 5036 grad_norm: 8.0396 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.1217 loss: 2.1217 2022/06/26 15:10:25 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 15:10:29 - mmengine - INFO - Epoch(train) [96][2100/3757] lr: 4.564e-03 eta: 23:09:34 time: 0.264 data_time: 0.006 memory: 5036 grad_norm: 6.9356 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0161 loss: 2.0161 2022/06/26 15:10:34 - mmengine - INFO - Epoch(train) [96][2120/3757] lr: 4.564e-03 eta: 23:09:29 time: 0.254 data_time: 0.008 memory: 5036 grad_norm: 7.0277 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1043 loss: 2.1043 2022/06/26 15:10:39 - mmengine - INFO - Epoch(train) [96][2140/3757] lr: 4.564e-03 eta: 23:09:23 time: 0.263 data_time: 0.007 memory: 5036 grad_norm: 7.5369 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2883 loss: 2.2883 2022/06/26 15:10:44 - mmengine - INFO - Epoch(train) [96][2160/3757] lr: 4.564e-03 eta: 23:09:18 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 6.8626 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5066 loss: 2.5066 2022/06/26 15:10:49 - mmengine - INFO - Epoch(train) [96][2180/3757] lr: 4.564e-03 eta: 23:09:13 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 7.9219 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.5832 loss: 2.5832 2022/06/26 15:10:55 - mmengine - INFO - Epoch(train) [96][2200/3757] lr: 4.564e-03 eta: 23:09:07 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 7.6692 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.3355 loss: 2.3355 2022/06/26 15:11:00 - mmengine - INFO - Epoch(train) [96][2220/3757] lr: 4.564e-03 eta: 23:09:02 time: 0.252 data_time: 0.010 memory: 5036 grad_norm: 7.7833 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5297 loss: 2.5297 2022/06/26 15:11:05 - mmengine - INFO - Epoch(train) [96][2240/3757] lr: 4.564e-03 eta: 23:08:57 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.7300 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3450 loss: 2.3450 2022/06/26 15:11:10 - mmengine - INFO - Epoch(train) [96][2260/3757] lr: 4.564e-03 eta: 23:08:51 time: 0.259 data_time: 0.009 memory: 5036 grad_norm: 6.6689 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2480 loss: 2.2480 2022/06/26 15:11:16 - mmengine - INFO - Epoch(train) [96][2280/3757] lr: 4.564e-03 eta: 23:08:46 time: 0.267 data_time: 0.021 memory: 5036 grad_norm: 6.1229 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1237 loss: 2.1237 2022/06/26 15:11:21 - mmengine - INFO - Epoch(train) [96][2300/3757] lr: 4.564e-03 eta: 23:08:41 time: 0.254 data_time: 0.008 memory: 5036 grad_norm: 6.6537 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.8623 loss: 1.8623 2022/06/26 15:11:26 - mmengine - INFO - Epoch(train) [96][2320/3757] lr: 4.564e-03 eta: 23:08:36 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 7.3654 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3050 loss: 2.3050 2022/06/26 15:11:31 - mmengine - INFO - Epoch(train) [96][2340/3757] lr: 4.564e-03 eta: 23:08:30 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 8.2083 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9753 loss: 1.9753 2022/06/26 15:11:36 - mmengine - INFO - Epoch(train) [96][2360/3757] lr: 4.564e-03 eta: 23:08:25 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 7.2160 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1616 loss: 2.1616 2022/06/26 15:11:42 - mmengine - INFO - Epoch(train) [96][2380/3757] lr: 4.564e-03 eta: 23:08:20 time: 0.247 data_time: 0.004 memory: 5036 grad_norm: 7.9662 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.6352 loss: 2.6352 2022/06/26 15:11:47 - mmengine - INFO - Epoch(train) [96][2400/3757] lr: 4.564e-03 eta: 23:08:15 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 7.3097 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2815 loss: 2.2815 2022/06/26 15:11:52 - mmengine - INFO - Epoch(train) [96][2420/3757] lr: 4.564e-03 eta: 23:08:09 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 8.0450 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.4282 loss: 2.4282 2022/06/26 15:11:58 - mmengine - INFO - Epoch(train) [96][2440/3757] lr: 4.564e-03 eta: 23:08:04 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 7.4691 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5588 loss: 2.5588 2022/06/26 15:12:03 - mmengine - INFO - Epoch(train) [96][2460/3757] lr: 4.564e-03 eta: 23:07:59 time: 0.254 data_time: 0.004 memory: 5036 grad_norm: 6.0380 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4076 loss: 2.4076 2022/06/26 15:12:08 - mmengine - INFO - Epoch(train) [96][2480/3757] lr: 4.564e-03 eta: 23:07:54 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 7.5261 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0315 loss: 2.0315 2022/06/26 15:12:13 - mmengine - INFO - Epoch(train) [96][2500/3757] lr: 4.564e-03 eta: 23:07:48 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 7.6394 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.7753 loss: 2.7753 2022/06/26 15:12:19 - mmengine - INFO - Epoch(train) [96][2520/3757] lr: 4.564e-03 eta: 23:07:43 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 6.6969 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0777 loss: 2.0777 2022/06/26 15:12:24 - mmengine - INFO - Epoch(train) [96][2540/3757] lr: 4.564e-03 eta: 23:07:38 time: 0.269 data_time: 0.006 memory: 5036 grad_norm: 6.4747 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.4657 loss: 2.4657 2022/06/26 15:12:29 - mmengine - INFO - Epoch(train) [96][2560/3757] lr: 4.564e-03 eta: 23:07:32 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 6.9947 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6809 loss: 2.6809 2022/06/26 15:12:34 - mmengine - INFO - Epoch(train) [96][2580/3757] lr: 4.564e-03 eta: 23:07:27 time: 0.259 data_time: 0.008 memory: 5036 grad_norm: 7.4696 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 2.1837 loss: 2.1837 2022/06/26 15:12:39 - mmengine - INFO - Epoch(train) [96][2600/3757] lr: 4.564e-03 eta: 23:07:22 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 7.7661 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.2390 loss: 2.2390 2022/06/26 15:12:45 - mmengine - INFO - Epoch(train) [96][2620/3757] lr: 4.564e-03 eta: 23:07:16 time: 0.289 data_time: 0.003 memory: 5036 grad_norm: 7.2433 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.7669 loss: 2.7669 2022/06/26 15:12:50 - mmengine - INFO - Epoch(train) [96][2640/3757] lr: 4.564e-03 eta: 23:07:11 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 7.3631 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6085 loss: 2.6085 2022/06/26 15:12:55 - mmengine - INFO - Epoch(train) [96][2660/3757] lr: 4.564e-03 eta: 23:07:06 time: 0.268 data_time: 0.006 memory: 5036 grad_norm: 7.9352 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.4020 loss: 2.4020 2022/06/26 15:13:01 - mmengine - INFO - Epoch(train) [96][2680/3757] lr: 4.564e-03 eta: 23:07:01 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 7.8294 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9534 loss: 1.9534 2022/06/26 15:13:06 - mmengine - INFO - Epoch(train) [96][2700/3757] lr: 4.564e-03 eta: 23:06:56 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 7.2047 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5895 loss: 2.5895 2022/06/26 15:13:11 - mmengine - INFO - Epoch(train) [96][2720/3757] lr: 4.564e-03 eta: 23:06:50 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 6.5683 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1291 loss: 2.1291 2022/06/26 15:13:17 - mmengine - INFO - Epoch(train) [96][2740/3757] lr: 4.564e-03 eta: 23:06:45 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 8.9674 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.6885 loss: 2.6885 2022/06/26 15:13:22 - mmengine - INFO - Epoch(train) [96][2760/3757] lr: 4.564e-03 eta: 23:06:40 time: 0.264 data_time: 0.007 memory: 5036 grad_norm: 8.0546 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.1274 loss: 2.1274 2022/06/26 15:13:27 - mmengine - INFO - Epoch(train) [96][2780/3757] lr: 4.564e-03 eta: 23:06:34 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 7.9222 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.3861 loss: 2.3861 2022/06/26 15:13:32 - mmengine - INFO - Epoch(train) [96][2800/3757] lr: 4.564e-03 eta: 23:06:29 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 7.9723 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3150 loss: 2.3150 2022/06/26 15:13:37 - mmengine - INFO - Epoch(train) [96][2820/3757] lr: 4.564e-03 eta: 23:06:24 time: 0.251 data_time: 0.004 memory: 5036 grad_norm: 7.4094 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.4633 loss: 2.4633 2022/06/26 15:13:43 - mmengine - INFO - Epoch(train) [96][2840/3757] lr: 4.564e-03 eta: 23:06:19 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 7.1663 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5867 loss: 2.5867 2022/06/26 15:13:48 - mmengine - INFO - Epoch(train) [96][2860/3757] lr: 4.564e-03 eta: 23:06:13 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 8.4075 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.1911 loss: 2.1911 2022/06/26 15:13:53 - mmengine - INFO - Epoch(train) [96][2880/3757] lr: 4.564e-03 eta: 23:06:08 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 8.1120 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.1880 loss: 2.1880 2022/06/26 15:13:58 - mmengine - INFO - Epoch(train) [96][2900/3757] lr: 4.564e-03 eta: 23:06:03 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 8.5206 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.8243 loss: 2.8243 2022/06/26 15:14:04 - mmengine - INFO - Epoch(train) [96][2920/3757] lr: 4.564e-03 eta: 23:05:57 time: 0.247 data_time: 0.006 memory: 5036 grad_norm: 7.1723 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.0862 loss: 2.0862 2022/06/26 15:14:09 - mmengine - INFO - Epoch(train) [96][2940/3757] lr: 4.564e-03 eta: 23:05:52 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 7.4424 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.5299 loss: 2.5299 2022/06/26 15:14:14 - mmengine - INFO - Epoch(train) [96][2960/3757] lr: 4.564e-03 eta: 23:05:47 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 8.7740 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4495 loss: 2.4495 2022/06/26 15:14:19 - mmengine - INFO - Epoch(train) [96][2980/3757] lr: 4.564e-03 eta: 23:05:41 time: 0.253 data_time: 0.011 memory: 5036 grad_norm: 7.6030 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3108 loss: 2.3108 2022/06/26 15:14:24 - mmengine - INFO - Epoch(train) [96][3000/3757] lr: 4.564e-03 eta: 23:05:36 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 7.6578 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.6103 loss: 2.6103 2022/06/26 15:14:30 - mmengine - INFO - Epoch(train) [96][3020/3757] lr: 4.564e-03 eta: 23:05:31 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 8.2238 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4389 loss: 2.4389 2022/06/26 15:14:35 - mmengine - INFO - Epoch(train) [96][3040/3757] lr: 4.564e-03 eta: 23:05:25 time: 0.255 data_time: 0.004 memory: 5036 grad_norm: 7.1319 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9678 loss: 1.9678 2022/06/26 15:14:40 - mmengine - INFO - Epoch(train) [96][3060/3757] lr: 4.564e-03 eta: 23:05:20 time: 0.285 data_time: 0.037 memory: 5036 grad_norm: 6.3955 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7325 loss: 1.7325 2022/06/26 15:14:45 - mmengine - INFO - Epoch(train) [96][3080/3757] lr: 4.564e-03 eta: 23:05:15 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 7.6108 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.1537 loss: 2.1537 2022/06/26 15:14:47 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 15:14:50 - mmengine - INFO - Epoch(train) [96][3100/3757] lr: 4.564e-03 eta: 23:05:09 time: 0.262 data_time: 0.010 memory: 5036 grad_norm: 7.7217 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0642 loss: 2.0642 2022/06/26 15:14:56 - mmengine - INFO - Epoch(train) [96][3120/3757] lr: 4.564e-03 eta: 23:05:04 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 7.6898 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2565 loss: 2.2565 2022/06/26 15:15:01 - mmengine - INFO - Epoch(train) [96][3140/3757] lr: 4.564e-03 eta: 23:04:59 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 6.5833 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.6697 loss: 2.6697 2022/06/26 15:15:06 - mmengine - INFO - Epoch(train) [96][3160/3757] lr: 4.564e-03 eta: 23:04:54 time: 0.271 data_time: 0.025 memory: 5036 grad_norm: 7.2912 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.6490 loss: 2.6490 2022/06/26 15:15:12 - mmengine - INFO - Epoch(train) [96][3180/3757] lr: 4.564e-03 eta: 23:04:49 time: 0.278 data_time: 0.003 memory: 5036 grad_norm: 6.7001 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.2140 loss: 2.2140 2022/06/26 15:15:17 - mmengine - INFO - Epoch(train) [96][3200/3757] lr: 4.564e-03 eta: 23:04:43 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 7.1448 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.9432 loss: 1.9432 2022/06/26 15:15:22 - mmengine - INFO - Epoch(train) [96][3220/3757] lr: 4.564e-03 eta: 23:04:38 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 7.7797 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1719 loss: 2.1719 2022/06/26 15:15:27 - mmengine - INFO - Epoch(train) [96][3240/3757] lr: 4.564e-03 eta: 23:04:33 time: 0.261 data_time: 0.020 memory: 5036 grad_norm: 7.0885 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7003 loss: 2.7003 2022/06/26 15:15:33 - mmengine - INFO - Epoch(train) [96][3260/3757] lr: 4.564e-03 eta: 23:04:27 time: 0.285 data_time: 0.006 memory: 5036 grad_norm: 8.0096 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.6959 loss: 2.6959 2022/06/26 15:15:38 - mmengine - INFO - Epoch(train) [96][3280/3757] lr: 4.564e-03 eta: 23:04:22 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 7.7976 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4845 loss: 2.4845 2022/06/26 15:15:43 - mmengine - INFO - Epoch(train) [96][3300/3757] lr: 4.564e-03 eta: 23:04:17 time: 0.255 data_time: 0.012 memory: 5036 grad_norm: 8.9030 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2810 loss: 2.2810 2022/06/26 15:15:48 - mmengine - INFO - Epoch(train) [96][3320/3757] lr: 4.564e-03 eta: 23:04:12 time: 0.262 data_time: 0.022 memory: 5036 grad_norm: 7.9016 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3470 loss: 2.3470 2022/06/26 15:15:54 - mmengine - INFO - Epoch(train) [96][3340/3757] lr: 4.564e-03 eta: 23:04:06 time: 0.269 data_time: 0.003 memory: 5036 grad_norm: 7.5172 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2599 loss: 2.2599 2022/06/26 15:15:59 - mmengine - INFO - Epoch(train) [96][3360/3757] lr: 4.564e-03 eta: 23:04:01 time: 0.269 data_time: 0.003 memory: 5036 grad_norm: 6.5875 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9373 loss: 1.9373 2022/06/26 15:16:05 - mmengine - INFO - Epoch(train) [96][3380/3757] lr: 4.564e-03 eta: 23:03:56 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 7.6513 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2484 loss: 2.2484 2022/06/26 15:16:10 - mmengine - INFO - Epoch(train) [96][3400/3757] lr: 4.564e-03 eta: 23:03:51 time: 0.276 data_time: 0.016 memory: 5036 grad_norm: 6.3067 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.3788 loss: 2.3788 2022/06/26 15:16:15 - mmengine - INFO - Epoch(train) [96][3420/3757] lr: 4.564e-03 eta: 23:03:46 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 7.7229 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.4374 loss: 2.4374 2022/06/26 15:16:21 - mmengine - INFO - Epoch(train) [96][3440/3757] lr: 4.564e-03 eta: 23:03:41 time: 0.269 data_time: 0.006 memory: 5036 grad_norm: 7.9457 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.3374 loss: 2.3374 2022/06/26 15:16:26 - mmengine - INFO - Epoch(train) [96][3460/3757] lr: 4.564e-03 eta: 23:03:35 time: 0.256 data_time: 0.015 memory: 5036 grad_norm: 8.4532 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.4859 loss: 2.4859 2022/06/26 15:16:31 - mmengine - INFO - Epoch(train) [96][3480/3757] lr: 4.564e-03 eta: 23:03:30 time: 0.262 data_time: 0.017 memory: 5036 grad_norm: 7.8526 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6093 loss: 2.6093 2022/06/26 15:16:36 - mmengine - INFO - Epoch(train) [96][3500/3757] lr: 4.564e-03 eta: 23:03:25 time: 0.270 data_time: 0.003 memory: 5036 grad_norm: 9.3357 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6035 loss: 2.6035 2022/06/26 15:16:42 - mmengine - INFO - Epoch(train) [96][3520/3757] lr: 4.564e-03 eta: 23:03:19 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 6.7475 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8198 loss: 2.8198 2022/06/26 15:16:47 - mmengine - INFO - Epoch(train) [96][3540/3757] lr: 4.564e-03 eta: 23:03:14 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 6.9732 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4412 loss: 2.4412 2022/06/26 15:16:52 - mmengine - INFO - Epoch(train) [96][3560/3757] lr: 4.564e-03 eta: 23:03:09 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 7.3629 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1703 loss: 2.1703 2022/06/26 15:16:57 - mmengine - INFO - Epoch(train) [96][3580/3757] lr: 4.564e-03 eta: 23:03:04 time: 0.252 data_time: 0.010 memory: 5036 grad_norm: 7.6932 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3862 loss: 2.3862 2022/06/26 15:17:03 - mmengine - INFO - Epoch(train) [96][3600/3757] lr: 4.564e-03 eta: 23:02:58 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 6.5360 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3059 loss: 2.3059 2022/06/26 15:17:08 - mmengine - INFO - Epoch(train) [96][3620/3757] lr: 4.564e-03 eta: 23:02:53 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 8.7411 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.3637 loss: 2.3637 2022/06/26 15:17:13 - mmengine - INFO - Epoch(train) [96][3640/3757] lr: 4.564e-03 eta: 23:02:48 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 7.2418 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.2628 loss: 2.2628 2022/06/26 15:17:18 - mmengine - INFO - Epoch(train) [96][3660/3757] lr: 4.564e-03 eta: 23:02:42 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 7.8296 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.0635 loss: 2.0635 2022/06/26 15:17:23 - mmengine - INFO - Epoch(train) [96][3680/3757] lr: 4.564e-03 eta: 23:02:37 time: 0.260 data_time: 0.014 memory: 5036 grad_norm: 8.5086 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3466 loss: 2.3466 2022/06/26 15:17:29 - mmengine - INFO - Epoch(train) [96][3700/3757] lr: 4.564e-03 eta: 23:02:32 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 7.0848 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1613 loss: 2.1613 2022/06/26 15:17:34 - mmengine - INFO - Epoch(train) [96][3720/3757] lr: 4.564e-03 eta: 23:02:26 time: 0.264 data_time: 0.006 memory: 5036 grad_norm: 8.3283 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1858 loss: 2.1858 2022/06/26 15:17:39 - mmengine - INFO - Epoch(train) [96][3740/3757] lr: 4.564e-03 eta: 23:02:21 time: 0.243 data_time: 0.005 memory: 5036 grad_norm: 6.9792 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.9843 loss: 2.9843 2022/06/26 15:17:43 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 15:17:43 - mmengine - INFO - Saving checkpoint at 96 epochs 2022/06/26 15:17:56 - mmengine - INFO - Epoch(val) [96][20/310] eta: 0:01:46 time: 0.109 data_time: 0.008 memory: 5036 2022/06/26 15:18:01 - mmengine - INFO - Epoch(val) [96][40/310] eta: 0:01:39 time: 0.106 data_time: 0.004 memory: 1723 2022/06/26 15:18:05 - mmengine - INFO - Epoch(val) [96][60/310] eta: 0:00:27 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 15:18:10 - mmengine - INFO - Epoch(val) [96][80/310] eta: 0:00:23 time: 0.103 data_time: 0.002 memory: 1723 2022/06/26 15:18:17 - mmengine - INFO - Epoch(val) [96][100/310] eta: 0:01:14 time: 0.389 data_time: 0.283 memory: 1723 2022/06/26 15:18:21 - mmengine - INFO - Epoch(val) [96][120/310] eta: 0:01:09 time: 0.301 data_time: 0.199 memory: 1723 2022/06/26 15:18:26 - mmengine - INFO - Epoch(val) [96][140/310] eta: 0:00:35 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 15:18:31 - mmengine - INFO - Epoch(val) [96][160/310] eta: 0:00:16 time: 0.105 data_time: 0.002 memory: 1723 2022/06/26 15:18:38 - mmengine - INFO - Epoch(val) [96][180/310] eta: 0:00:47 time: 1.074 data_time: 0.972 memory: 1723 2022/06/26 15:18:43 - mmengine - INFO - Epoch(val) [96][200/310] eta: 0:00:40 time: 0.112 data_time: 0.005 memory: 1723 2022/06/26 15:18:47 - mmengine - INFO - Epoch(val) [96][220/310] eta: 0:00:20 time: 0.108 data_time: 0.001 memory: 1723 2022/06/26 15:18:52 - mmengine - INFO - Epoch(val) [96][240/310] eta: 0:00:07 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 15:18:58 - mmengine - INFO - Epoch(val) [96][260/310] eta: 0:00:16 time: 0.103 data_time: 0.002 memory: 1723 2022/06/26 15:19:03 - mmengine - INFO - Epoch(val) [96][280/310] eta: 0:00:09 time: 0.122 data_time: 0.002 memory: 1723 2022/06/26 15:19:05 - mmengine - INFO - Epoch(val) [96][300/310] eta: 0:00:01 time: 0.097 data_time: 0.001 memory: 1723 2022/06/26 15:19:07 - mmengine - INFO - Epoch(val) [96][310/310] acc/top1: 0.5318 acc/top5: 0.7733 acc/mean1: 0.5316 2022/06/26 15:19:17 - mmengine - INFO - Epoch(train) [97][20/3757] lr: 4.477e-03 eta: 23:02:13 time: 0.278 data_time: 0.003 memory: 5036 grad_norm: 7.3325 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3502 loss: 2.3502 2022/06/26 15:19:22 - mmengine - INFO - Epoch(train) [97][40/3757] lr: 4.477e-03 eta: 23:02:08 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 7.6020 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2002 loss: 2.2002 2022/06/26 15:19:28 - mmengine - INFO - Epoch(train) [97][60/3757] lr: 4.477e-03 eta: 23:02:03 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 7.7978 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.9586 loss: 1.9586 2022/06/26 15:19:33 - mmengine - INFO - Epoch(train) [97][80/3757] lr: 4.477e-03 eta: 23:01:58 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 7.8970 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6675 loss: 2.6675 2022/06/26 15:19:38 - mmengine - INFO - Epoch(train) [97][100/3757] lr: 4.477e-03 eta: 23:01:53 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 6.5998 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.1346 loss: 2.1346 2022/06/26 15:19:44 - mmengine - INFO - Epoch(train) [97][120/3757] lr: 4.477e-03 eta: 23:01:47 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 7.6544 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.2354 loss: 2.2354 2022/06/26 15:19:49 - mmengine - INFO - Epoch(train) [97][140/3757] lr: 4.477e-03 eta: 23:01:42 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.7475 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.8502 loss: 2.8502 2022/06/26 15:19:54 - mmengine - INFO - Epoch(train) [97][160/3757] lr: 4.477e-03 eta: 23:01:37 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 7.0392 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.6057 loss: 2.6057 2022/06/26 15:19:59 - mmengine - INFO - Epoch(train) [97][180/3757] lr: 4.477e-03 eta: 23:01:32 time: 0.272 data_time: 0.003 memory: 5036 grad_norm: 8.3941 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 2.0640 loss: 2.0640 2022/06/26 15:20:04 - mmengine - INFO - Epoch(train) [97][200/3757] lr: 4.477e-03 eta: 23:01:26 time: 0.267 data_time: 0.009 memory: 5036 grad_norm: 6.8300 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1989 loss: 2.1989 2022/06/26 15:20:10 - mmengine - INFO - Epoch(train) [97][220/3757] lr: 4.477e-03 eta: 23:01:21 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 6.3687 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2519 loss: 2.2519 2022/06/26 15:20:15 - mmengine - INFO - Epoch(train) [97][240/3757] lr: 4.477e-03 eta: 23:01:16 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 7.5275 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.4608 loss: 2.4608 2022/06/26 15:20:21 - mmengine - INFO - Epoch(train) [97][260/3757] lr: 4.477e-03 eta: 23:01:11 time: 0.273 data_time: 0.007 memory: 5036 grad_norm: 7.9874 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 2.5036 loss: 2.5036 2022/06/26 15:20:26 - mmengine - INFO - Epoch(train) [97][280/3757] lr: 4.477e-03 eta: 23:01:06 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 8.0107 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.4855 loss: 2.4855 2022/06/26 15:20:32 - mmengine - INFO - Epoch(train) [97][300/3757] lr: 4.477e-03 eta: 23:01:01 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 7.2736 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.4988 loss: 2.4988 2022/06/26 15:20:37 - mmengine - INFO - Epoch(train) [97][320/3757] lr: 4.477e-03 eta: 23:00:55 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 8.7833 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4235 loss: 2.4235 2022/06/26 15:20:39 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 15:20:42 - mmengine - INFO - Epoch(train) [97][340/3757] lr: 4.477e-03 eta: 23:00:50 time: 0.252 data_time: 0.010 memory: 5036 grad_norm: 6.8030 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2985 loss: 2.2985 2022/06/26 15:20:47 - mmengine - INFO - Epoch(train) [97][360/3757] lr: 4.477e-03 eta: 23:00:45 time: 0.264 data_time: 0.006 memory: 5036 grad_norm: 6.3261 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.3423 loss: 2.3423 2022/06/26 15:20:53 - mmengine - INFO - Epoch(train) [97][380/3757] lr: 4.477e-03 eta: 23:00:40 time: 0.250 data_time: 0.009 memory: 5036 grad_norm: 7.8857 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4405 loss: 2.4405 2022/06/26 15:20:58 - mmengine - INFO - Epoch(train) [97][400/3757] lr: 4.477e-03 eta: 23:00:34 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 7.3730 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.8481 loss: 1.8481 2022/06/26 15:21:03 - mmengine - INFO - Epoch(train) [97][420/3757] lr: 4.477e-03 eta: 23:00:29 time: 0.254 data_time: 0.010 memory: 5036 grad_norm: 6.3486 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9963 loss: 1.9963 2022/06/26 15:21:09 - mmengine - INFO - Epoch(train) [97][440/3757] lr: 4.477e-03 eta: 23:00:24 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 8.2470 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5311 loss: 2.5311 2022/06/26 15:21:14 - mmengine - INFO - Epoch(train) [97][460/3757] lr: 4.477e-03 eta: 23:00:19 time: 0.262 data_time: 0.013 memory: 5036 grad_norm: 8.1008 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.3600 loss: 2.3600 2022/06/26 15:21:19 - mmengine - INFO - Epoch(train) [97][480/3757] lr: 4.477e-03 eta: 23:00:13 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 7.9900 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1911 loss: 2.1911 2022/06/26 15:21:24 - mmengine - INFO - Epoch(train) [97][500/3757] lr: 4.477e-03 eta: 23:00:08 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 8.7685 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.0049 loss: 2.0049 2022/06/26 15:21:29 - mmengine - INFO - Epoch(train) [97][520/3757] lr: 4.477e-03 eta: 23:00:03 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 6.9247 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.4134 loss: 2.4134 2022/06/26 15:21:35 - mmengine - INFO - Epoch(train) [97][540/3757] lr: 4.477e-03 eta: 22:59:57 time: 0.253 data_time: 0.011 memory: 5036 grad_norm: 8.0745 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4904 loss: 2.4904 2022/06/26 15:21:40 - mmengine - INFO - Epoch(train) [97][560/3757] lr: 4.477e-03 eta: 22:59:52 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 6.5633 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.2547 loss: 2.2547 2022/06/26 15:21:45 - mmengine - INFO - Epoch(train) [97][580/3757] lr: 4.477e-03 eta: 22:59:47 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 8.6932 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.1950 loss: 2.1950 2022/06/26 15:21:50 - mmengine - INFO - Epoch(train) [97][600/3757] lr: 4.477e-03 eta: 22:59:41 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 8.0796 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.3785 loss: 2.3785 2022/06/26 15:21:56 - mmengine - INFO - Epoch(train) [97][620/3757] lr: 4.477e-03 eta: 22:59:36 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 7.8212 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4222 loss: 2.4222 2022/06/26 15:22:01 - mmengine - INFO - Epoch(train) [97][640/3757] lr: 4.477e-03 eta: 22:59:31 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 7.7979 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.6263 loss: 2.6263 2022/06/26 15:22:06 - mmengine - INFO - Epoch(train) [97][660/3757] lr: 4.477e-03 eta: 22:59:26 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 6.8801 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4174 loss: 2.4174 2022/06/26 15:22:12 - mmengine - INFO - Epoch(train) [97][680/3757] lr: 4.477e-03 eta: 22:59:21 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 8.4479 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4520 loss: 2.4520 2022/06/26 15:22:17 - mmengine - INFO - Epoch(train) [97][700/3757] lr: 4.477e-03 eta: 22:59:15 time: 0.267 data_time: 0.006 memory: 5036 grad_norm: 8.5258 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8471 loss: 1.8471 2022/06/26 15:22:22 - mmengine - INFO - Epoch(train) [97][720/3757] lr: 4.477e-03 eta: 22:59:10 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 7.4231 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.1818 loss: 2.1818 2022/06/26 15:22:27 - mmengine - INFO - Epoch(train) [97][740/3757] lr: 4.477e-03 eta: 22:59:05 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 8.3393 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.8223 loss: 2.8223 2022/06/26 15:22:33 - mmengine - INFO - Epoch(train) [97][760/3757] lr: 4.477e-03 eta: 22:58:59 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 7.1453 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0316 loss: 2.0316 2022/06/26 15:22:38 - mmengine - INFO - Epoch(train) [97][780/3757] lr: 4.477e-03 eta: 22:58:54 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 8.4321 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2772 loss: 2.2772 2022/06/26 15:22:43 - mmengine - INFO - Epoch(train) [97][800/3757] lr: 4.477e-03 eta: 22:58:49 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 7.9896 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.7263 loss: 2.7263 2022/06/26 15:22:48 - mmengine - INFO - Epoch(train) [97][820/3757] lr: 4.477e-03 eta: 22:58:44 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.8366 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2503 loss: 2.2503 2022/06/26 15:22:54 - mmengine - INFO - Epoch(train) [97][840/3757] lr: 4.477e-03 eta: 22:58:38 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 7.0949 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.5720 loss: 2.5720 2022/06/26 15:22:59 - mmengine - INFO - Epoch(train) [97][860/3757] lr: 4.477e-03 eta: 22:58:33 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 7.5001 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5184 loss: 2.5184 2022/06/26 15:23:04 - mmengine - INFO - Epoch(train) [97][880/3757] lr: 4.477e-03 eta: 22:58:28 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 5.5061 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4252 loss: 2.4252 2022/06/26 15:23:09 - mmengine - INFO - Epoch(train) [97][900/3757] lr: 4.477e-03 eta: 22:58:22 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.0027 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3671 loss: 2.3671 2022/06/26 15:23:15 - mmengine - INFO - Epoch(train) [97][920/3757] lr: 4.477e-03 eta: 22:58:17 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 7.4429 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4432 loss: 2.4432 2022/06/26 15:23:20 - mmengine - INFO - Epoch(train) [97][940/3757] lr: 4.477e-03 eta: 22:58:12 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 7.1195 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 2.1968 loss: 2.1968 2022/06/26 15:23:25 - mmengine - INFO - Epoch(train) [97][960/3757] lr: 4.477e-03 eta: 22:58:06 time: 0.267 data_time: 0.006 memory: 5036 grad_norm: 6.9145 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1173 loss: 2.1173 2022/06/26 15:23:30 - mmengine - INFO - Epoch(train) [97][980/3757] lr: 4.477e-03 eta: 22:58:01 time: 0.248 data_time: 0.007 memory: 5036 grad_norm: 7.2711 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2772 loss: 2.2772 2022/06/26 15:23:35 - mmengine - INFO - Epoch(train) [97][1000/3757] lr: 4.477e-03 eta: 22:57:56 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 7.5140 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3820 loss: 2.3820 2022/06/26 15:23:41 - mmengine - INFO - Epoch(train) [97][1020/3757] lr: 4.477e-03 eta: 22:57:51 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 7.7048 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4523 loss: 2.4523 2022/06/26 15:23:46 - mmengine - INFO - Epoch(train) [97][1040/3757] lr: 4.477e-03 eta: 22:57:45 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 7.2394 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.3833 loss: 2.3833 2022/06/26 15:23:51 - mmengine - INFO - Epoch(train) [97][1060/3757] lr: 4.477e-03 eta: 22:57:40 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 7.8862 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4914 loss: 2.4914 2022/06/26 15:23:57 - mmengine - INFO - Epoch(train) [97][1080/3757] lr: 4.477e-03 eta: 22:57:35 time: 0.259 data_time: 0.008 memory: 5036 grad_norm: 7.5164 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.5000 loss: 2.5000 2022/06/26 15:24:02 - mmengine - INFO - Epoch(train) [97][1100/3757] lr: 4.477e-03 eta: 22:57:30 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 9.4576 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2442 loss: 2.2442 2022/06/26 15:24:07 - mmengine - INFO - Epoch(train) [97][1120/3757] lr: 4.477e-03 eta: 22:57:24 time: 0.256 data_time: 0.012 memory: 5036 grad_norm: 9.1804 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4185 loss: 2.4185 2022/06/26 15:24:12 - mmengine - INFO - Epoch(train) [97][1140/3757] lr: 4.477e-03 eta: 22:57:19 time: 0.251 data_time: 0.008 memory: 5036 grad_norm: 7.1091 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.5450 loss: 2.5450 2022/06/26 15:24:17 - mmengine - INFO - Epoch(train) [97][1160/3757] lr: 4.477e-03 eta: 22:57:14 time: 0.267 data_time: 0.003 memory: 5036 grad_norm: 7.7959 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6617 loss: 2.6617 2022/06/26 15:24:23 - mmengine - INFO - Epoch(train) [97][1180/3757] lr: 4.477e-03 eta: 22:57:08 time: 0.256 data_time: 0.008 memory: 5036 grad_norm: 6.9287 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1982 loss: 2.1982 2022/06/26 15:24:28 - mmengine - INFO - Epoch(train) [97][1200/3757] lr: 4.477e-03 eta: 22:57:03 time: 0.258 data_time: 0.011 memory: 5036 grad_norm: 7.4405 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2075 loss: 2.2075 2022/06/26 15:24:33 - mmengine - INFO - Epoch(train) [97][1220/3757] lr: 4.477e-03 eta: 22:56:58 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 7.0568 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0920 loss: 2.0920 2022/06/26 15:24:38 - mmengine - INFO - Epoch(train) [97][1240/3757] lr: 4.477e-03 eta: 22:56:53 time: 0.265 data_time: 0.006 memory: 5036 grad_norm: 7.5125 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.1685 loss: 2.1685 2022/06/26 15:24:44 - mmengine - INFO - Epoch(train) [97][1260/3757] lr: 4.477e-03 eta: 22:56:47 time: 0.259 data_time: 0.009 memory: 5036 grad_norm: 7.2687 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.5771 loss: 2.5771 2022/06/26 15:24:49 - mmengine - INFO - Epoch(train) [97][1280/3757] lr: 4.477e-03 eta: 22:56:42 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 7.6786 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.0578 loss: 2.0578 2022/06/26 15:24:54 - mmengine - INFO - Epoch(train) [97][1300/3757] lr: 4.477e-03 eta: 22:56:37 time: 0.251 data_time: 0.004 memory: 5036 grad_norm: 6.7395 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.1131 loss: 2.1131 2022/06/26 15:24:59 - mmengine - INFO - Epoch(train) [97][1320/3757] lr: 4.477e-03 eta: 22:56:31 time: 0.269 data_time: 0.008 memory: 5036 grad_norm: 7.2353 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.2362 loss: 2.2362 2022/06/26 15:25:02 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 15:25:05 - mmengine - INFO - Epoch(train) [97][1340/3757] lr: 4.477e-03 eta: 22:56:26 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 8.0615 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4774 loss: 2.4774 2022/06/26 15:25:10 - mmengine - INFO - Epoch(train) [97][1360/3757] lr: 4.477e-03 eta: 22:56:21 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 8.5267 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4368 loss: 2.4368 2022/06/26 15:25:15 - mmengine - INFO - Epoch(train) [97][1380/3757] lr: 4.477e-03 eta: 22:56:16 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 7.2629 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2177 loss: 2.2177 2022/06/26 15:25:20 - mmengine - INFO - Epoch(train) [97][1400/3757] lr: 4.477e-03 eta: 22:56:10 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 7.2027 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.3464 loss: 2.3464 2022/06/26 15:25:26 - mmengine - INFO - Epoch(train) [97][1420/3757] lr: 4.477e-03 eta: 22:56:05 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 7.7681 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.3602 loss: 2.3602 2022/06/26 15:25:31 - mmengine - INFO - Epoch(train) [97][1440/3757] lr: 4.477e-03 eta: 22:56:00 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 7.6292 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3907 loss: 2.3907 2022/06/26 15:25:36 - mmengine - INFO - Epoch(train) [97][1460/3757] lr: 4.477e-03 eta: 22:55:55 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 7.1361 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1636 loss: 2.1636 2022/06/26 15:25:41 - mmengine - INFO - Epoch(train) [97][1480/3757] lr: 4.477e-03 eta: 22:55:49 time: 0.270 data_time: 0.006 memory: 5036 grad_norm: 6.8450 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.4510 loss: 2.4510 2022/06/26 15:25:47 - mmengine - INFO - Epoch(train) [97][1500/3757] lr: 4.477e-03 eta: 22:55:44 time: 0.252 data_time: 0.011 memory: 5036 grad_norm: 7.1796 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.2029 loss: 2.2029 2022/06/26 15:25:52 - mmengine - INFO - Epoch(train) [97][1520/3757] lr: 4.477e-03 eta: 22:55:39 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 8.7009 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.5177 loss: 2.5177 2022/06/26 15:25:57 - mmengine - INFO - Epoch(train) [97][1540/3757] lr: 4.477e-03 eta: 22:55:33 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 6.4678 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9205 loss: 1.9205 2022/06/26 15:26:03 - mmengine - INFO - Epoch(train) [97][1560/3757] lr: 4.477e-03 eta: 22:55:28 time: 0.268 data_time: 0.003 memory: 5036 grad_norm: 7.3616 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0286 loss: 2.0286 2022/06/26 15:26:08 - mmengine - INFO - Epoch(train) [97][1580/3757] lr: 4.477e-03 eta: 22:55:23 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 8.3664 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4174 loss: 2.4174 2022/06/26 15:26:13 - mmengine - INFO - Epoch(train) [97][1600/3757] lr: 4.477e-03 eta: 22:55:18 time: 0.269 data_time: 0.003 memory: 5036 grad_norm: 7.4669 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0864 loss: 2.0864 2022/06/26 15:26:18 - mmengine - INFO - Epoch(train) [97][1620/3757] lr: 4.477e-03 eta: 22:55:12 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 8.2428 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1876 loss: 2.1876 2022/06/26 15:26:24 - mmengine - INFO - Epoch(train) [97][1640/3757] lr: 4.477e-03 eta: 22:55:07 time: 0.264 data_time: 0.006 memory: 5036 grad_norm: 7.8979 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.5721 loss: 2.5721 2022/06/26 15:26:29 - mmengine - INFO - Epoch(train) [97][1660/3757] lr: 4.477e-03 eta: 22:55:02 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 8.7298 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.8623 loss: 1.8623 2022/06/26 15:26:34 - mmengine - INFO - Epoch(train) [97][1680/3757] lr: 4.477e-03 eta: 22:54:57 time: 0.265 data_time: 0.009 memory: 5036 grad_norm: 6.9769 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3685 loss: 2.3685 2022/06/26 15:26:39 - mmengine - INFO - Epoch(train) [97][1700/3757] lr: 4.477e-03 eta: 22:54:51 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 6.4522 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3788 loss: 2.3788 2022/06/26 15:26:45 - mmengine - INFO - Epoch(train) [97][1720/3757] lr: 4.477e-03 eta: 22:54:46 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 6.7649 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4053 loss: 2.4053 2022/06/26 15:26:50 - mmengine - INFO - Epoch(train) [97][1740/3757] lr: 4.477e-03 eta: 22:54:41 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 7.3710 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4452 loss: 2.4452 2022/06/26 15:26:55 - mmengine - INFO - Epoch(train) [97][1760/3757] lr: 4.477e-03 eta: 22:54:35 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 6.4755 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0193 loss: 2.0193 2022/06/26 15:27:00 - mmengine - INFO - Epoch(train) [97][1780/3757] lr: 4.477e-03 eta: 22:54:30 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 8.8302 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.2575 loss: 2.2575 2022/06/26 15:27:05 - mmengine - INFO - Epoch(train) [97][1800/3757] lr: 4.477e-03 eta: 22:54:25 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 7.4010 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.4234 loss: 2.4234 2022/06/26 15:27:10 - mmengine - INFO - Epoch(train) [97][1820/3757] lr: 4.477e-03 eta: 22:54:19 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.0126 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4830 loss: 2.4830 2022/06/26 15:27:16 - mmengine - INFO - Epoch(train) [97][1840/3757] lr: 4.477e-03 eta: 22:54:14 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 8.8847 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 2.4717 loss: 2.4717 2022/06/26 15:27:21 - mmengine - INFO - Epoch(train) [97][1860/3757] lr: 4.477e-03 eta: 22:54:09 time: 0.266 data_time: 0.006 memory: 5036 grad_norm: 7.3623 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2294 loss: 2.2294 2022/06/26 15:27:26 - mmengine - INFO - Epoch(train) [97][1880/3757] lr: 4.477e-03 eta: 22:54:03 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 7.5570 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 2.7228 loss: 2.7228 2022/06/26 15:27:31 - mmengine - INFO - Epoch(train) [97][1900/3757] lr: 4.477e-03 eta: 22:53:58 time: 0.275 data_time: 0.025 memory: 5036 grad_norm: 8.1364 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.2694 loss: 2.2694 2022/06/26 15:27:36 - mmengine - INFO - Epoch(train) [97][1920/3757] lr: 4.477e-03 eta: 22:53:53 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 7.5649 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2511 loss: 2.2511 2022/06/26 15:27:42 - mmengine - INFO - Epoch(train) [97][1940/3757] lr: 4.477e-03 eta: 22:53:47 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 6.6299 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.8542 loss: 2.8542 2022/06/26 15:27:47 - mmengine - INFO - Epoch(train) [97][1960/3757] lr: 4.477e-03 eta: 22:53:42 time: 0.261 data_time: 0.018 memory: 5036 grad_norm: 8.5557 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.3442 loss: 2.3442 2022/06/26 15:27:52 - mmengine - INFO - Epoch(train) [97][1980/3757] lr: 4.477e-03 eta: 22:53:37 time: 0.261 data_time: 0.013 memory: 5036 grad_norm: 8.1165 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.9904 loss: 1.9904 2022/06/26 15:27:57 - mmengine - INFO - Epoch(train) [97][2000/3757] lr: 4.477e-03 eta: 22:53:32 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 8.8132 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2848 loss: 2.2848 2022/06/26 15:28:03 - mmengine - INFO - Epoch(train) [97][2020/3757] lr: 4.477e-03 eta: 22:53:26 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 7.8006 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.6170 loss: 2.6170 2022/06/26 15:28:08 - mmengine - INFO - Epoch(train) [97][2040/3757] lr: 4.477e-03 eta: 22:53:21 time: 0.255 data_time: 0.015 memory: 5036 grad_norm: 7.6862 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.6781 loss: 2.6781 2022/06/26 15:28:13 - mmengine - INFO - Epoch(train) [97][2060/3757] lr: 4.477e-03 eta: 22:53:16 time: 0.262 data_time: 0.004 memory: 5036 grad_norm: 7.4496 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1539 loss: 2.1539 2022/06/26 15:28:18 - mmengine - INFO - Epoch(train) [97][2080/3757] lr: 4.477e-03 eta: 22:53:10 time: 0.254 data_time: 0.008 memory: 5036 grad_norm: 6.4454 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.2889 loss: 2.2889 2022/06/26 15:28:24 - mmengine - INFO - Epoch(train) [97][2100/3757] lr: 4.477e-03 eta: 22:53:05 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 7.7585 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3518 loss: 2.3518 2022/06/26 15:28:29 - mmengine - INFO - Epoch(train) [97][2120/3757] lr: 4.477e-03 eta: 22:53:00 time: 0.266 data_time: 0.021 memory: 5036 grad_norm: 8.2731 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.3795 loss: 2.3795 2022/06/26 15:28:35 - mmengine - INFO - Epoch(train) [97][2140/3757] lr: 4.477e-03 eta: 22:52:55 time: 0.263 data_time: 0.009 memory: 5036 grad_norm: 7.1480 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3159 loss: 2.3159 2022/06/26 15:28:40 - mmengine - INFO - Epoch(train) [97][2160/3757] lr: 4.477e-03 eta: 22:52:50 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 7.7657 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7056 loss: 2.7056 2022/06/26 15:28:45 - mmengine - INFO - Epoch(train) [97][2180/3757] lr: 4.477e-03 eta: 22:52:44 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 7.4190 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5857 loss: 2.5857 2022/06/26 15:28:50 - mmengine - INFO - Epoch(train) [97][2200/3757] lr: 4.477e-03 eta: 22:52:39 time: 0.256 data_time: 0.008 memory: 5036 grad_norm: 6.9083 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1163 loss: 2.1163 2022/06/26 15:28:56 - mmengine - INFO - Epoch(train) [97][2220/3757] lr: 4.477e-03 eta: 22:52:34 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 7.4472 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.5293 loss: 2.5293 2022/06/26 15:29:01 - mmengine - INFO - Epoch(train) [97][2240/3757] lr: 4.477e-03 eta: 22:52:29 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 7.3893 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3057 loss: 2.3057 2022/06/26 15:29:06 - mmengine - INFO - Epoch(train) [97][2260/3757] lr: 4.477e-03 eta: 22:52:23 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 8.1798 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.4420 loss: 2.4420 2022/06/26 15:29:11 - mmengine - INFO - Epoch(train) [97][2280/3757] lr: 4.477e-03 eta: 22:52:18 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 8.7582 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.8256 loss: 1.8256 2022/06/26 15:29:17 - mmengine - INFO - Epoch(train) [97][2300/3757] lr: 4.477e-03 eta: 22:52:13 time: 0.257 data_time: 0.010 memory: 5036 grad_norm: 7.5311 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.5762 loss: 2.5762 2022/06/26 15:29:22 - mmengine - INFO - Epoch(train) [97][2320/3757] lr: 4.477e-03 eta: 22:52:07 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 8.4722 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.3327 loss: 2.3327 2022/06/26 15:29:24 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 15:29:27 - mmengine - INFO - Epoch(train) [97][2340/3757] lr: 4.477e-03 eta: 22:52:02 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 7.9219 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6617 loss: 2.6617 2022/06/26 15:29:32 - mmengine - INFO - Epoch(train) [97][2360/3757] lr: 4.477e-03 eta: 22:51:57 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 8.0250 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.2290 loss: 2.2290 2022/06/26 15:29:38 - mmengine - INFO - Epoch(train) [97][2380/3757] lr: 4.477e-03 eta: 22:51:52 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 7.6214 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6956 loss: 2.6956 2022/06/26 15:29:43 - mmengine - INFO - Epoch(train) [97][2400/3757] lr: 4.477e-03 eta: 22:51:46 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 6.5821 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6865 loss: 2.6865 2022/06/26 15:29:48 - mmengine - INFO - Epoch(train) [97][2420/3757] lr: 4.477e-03 eta: 22:51:41 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 6.1515 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2196 loss: 2.2196 2022/06/26 15:29:53 - mmengine - INFO - Epoch(train) [97][2440/3757] lr: 4.477e-03 eta: 22:51:36 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 7.7706 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4416 loss: 2.4416 2022/06/26 15:29:58 - mmengine - INFO - Epoch(train) [97][2460/3757] lr: 4.477e-03 eta: 22:51:30 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 7.7672 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8001 loss: 2.8001 2022/06/26 15:30:04 - mmengine - INFO - Epoch(train) [97][2480/3757] lr: 4.477e-03 eta: 22:51:25 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 7.6349 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3213 loss: 2.3213 2022/06/26 15:30:09 - mmengine - INFO - Epoch(train) [97][2500/3757] lr: 4.477e-03 eta: 22:51:20 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 6.8585 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.3468 loss: 2.3468 2022/06/26 15:30:14 - mmengine - INFO - Epoch(train) [97][2520/3757] lr: 4.477e-03 eta: 22:51:15 time: 0.266 data_time: 0.003 memory: 5036 grad_norm: 6.9558 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2037 loss: 2.2037 2022/06/26 15:30:19 - mmengine - INFO - Epoch(train) [97][2540/3757] lr: 4.477e-03 eta: 22:51:09 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 6.5571 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5703 loss: 2.5703 2022/06/26 15:30:25 - mmengine - INFO - Epoch(train) [97][2560/3757] lr: 4.477e-03 eta: 22:51:04 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 7.4348 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.0279 loss: 2.0279 2022/06/26 15:30:30 - mmengine - INFO - Epoch(train) [97][2580/3757] lr: 4.477e-03 eta: 22:50:59 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 8.2617 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.4961 loss: 2.4961 2022/06/26 15:30:35 - mmengine - INFO - Epoch(train) [97][2600/3757] lr: 4.477e-03 eta: 22:50:53 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 7.5243 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4542 loss: 2.4542 2022/06/26 15:30:40 - mmengine - INFO - Epoch(train) [97][2620/3757] lr: 4.477e-03 eta: 22:50:48 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 8.9300 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.4672 loss: 2.4672 2022/06/26 15:30:45 - mmengine - INFO - Epoch(train) [97][2640/3757] lr: 4.477e-03 eta: 22:50:43 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 8.4653 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.6164 loss: 2.6164 2022/06/26 15:30:51 - mmengine - INFO - Epoch(train) [97][2660/3757] lr: 4.477e-03 eta: 22:50:37 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 7.1699 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6129 loss: 2.6129 2022/06/26 15:30:56 - mmengine - INFO - Epoch(train) [97][2680/3757] lr: 4.477e-03 eta: 22:50:32 time: 0.252 data_time: 0.008 memory: 5036 grad_norm: 7.8098 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.1805 loss: 2.1805 2022/06/26 15:31:01 - mmengine - INFO - Epoch(train) [97][2700/3757] lr: 4.477e-03 eta: 22:50:27 time: 0.251 data_time: 0.009 memory: 5036 grad_norm: 7.6076 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2271 loss: 2.2271 2022/06/26 15:31:06 - mmengine - INFO - Epoch(train) [97][2720/3757] lr: 4.477e-03 eta: 22:50:21 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 7.5790 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2200 loss: 2.2200 2022/06/26 15:31:12 - mmengine - INFO - Epoch(train) [97][2740/3757] lr: 4.477e-03 eta: 22:50:16 time: 0.290 data_time: 0.015 memory: 5036 grad_norm: 8.0643 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.5899 loss: 2.5899 2022/06/26 15:31:17 - mmengine - INFO - Epoch(train) [97][2760/3757] lr: 4.477e-03 eta: 22:50:11 time: 0.260 data_time: 0.012 memory: 5036 grad_norm: 7.4515 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.4957 loss: 2.4957 2022/06/26 15:31:22 - mmengine - INFO - Epoch(train) [97][2780/3757] lr: 4.477e-03 eta: 22:50:06 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 7.2559 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.0770 loss: 2.0770 2022/06/26 15:31:27 - mmengine - INFO - Epoch(train) [97][2800/3757] lr: 4.477e-03 eta: 22:50:00 time: 0.259 data_time: 0.008 memory: 5036 grad_norm: 7.0157 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9733 loss: 1.9733 2022/06/26 15:31:33 - mmengine - INFO - Epoch(train) [97][2820/3757] lr: 4.477e-03 eta: 22:49:55 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 8.4363 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.1195 loss: 2.1195 2022/06/26 15:31:38 - mmengine - INFO - Epoch(train) [97][2840/3757] lr: 4.477e-03 eta: 22:49:50 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 6.8382 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4724 loss: 2.4724 2022/06/26 15:31:43 - mmengine - INFO - Epoch(train) [97][2860/3757] lr: 4.477e-03 eta: 22:49:44 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 8.2295 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.1345 loss: 2.1345 2022/06/26 15:31:48 - mmengine - INFO - Epoch(train) [97][2880/3757] lr: 4.477e-03 eta: 22:49:39 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 7.6523 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2493 loss: 2.2493 2022/06/26 15:31:54 - mmengine - INFO - Epoch(train) [97][2900/3757] lr: 4.477e-03 eta: 22:49:34 time: 0.251 data_time: 0.012 memory: 5036 grad_norm: 7.1367 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.6225 loss: 2.6225 2022/06/26 15:31:59 - mmengine - INFO - Epoch(train) [97][2920/3757] lr: 4.477e-03 eta: 22:49:29 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.2941 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.8644 loss: 2.8644 2022/06/26 15:32:04 - mmengine - INFO - Epoch(train) [97][2940/3757] lr: 4.477e-03 eta: 22:49:23 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 7.8782 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.4126 loss: 2.4126 2022/06/26 15:32:09 - mmengine - INFO - Epoch(train) [97][2960/3757] lr: 4.477e-03 eta: 22:49:18 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 6.5167 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2152 loss: 2.2152 2022/06/26 15:32:14 - mmengine - INFO - Epoch(train) [97][2980/3757] lr: 4.477e-03 eta: 22:49:13 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 8.5155 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9320 loss: 1.9320 2022/06/26 15:32:20 - mmengine - INFO - Epoch(train) [97][3000/3757] lr: 4.477e-03 eta: 22:49:07 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 7.5489 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6315 loss: 2.6315 2022/06/26 15:32:25 - mmengine - INFO - Epoch(train) [97][3020/3757] lr: 4.477e-03 eta: 22:49:02 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 6.9277 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4199 loss: 2.4199 2022/06/26 15:32:30 - mmengine - INFO - Epoch(train) [97][3040/3757] lr: 4.477e-03 eta: 22:48:57 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 8.9380 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 2.5003 loss: 2.5003 2022/06/26 15:32:35 - mmengine - INFO - Epoch(train) [97][3060/3757] lr: 4.477e-03 eta: 22:48:51 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 7.4626 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1876 loss: 2.1876 2022/06/26 15:32:40 - mmengine - INFO - Epoch(train) [97][3080/3757] lr: 4.477e-03 eta: 22:48:46 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 5.9774 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.7575 loss: 2.7575 2022/06/26 15:32:46 - mmengine - INFO - Epoch(train) [97][3100/3757] lr: 4.477e-03 eta: 22:48:41 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 8.8168 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4883 loss: 2.4883 2022/06/26 15:32:51 - mmengine - INFO - Epoch(train) [97][3120/3757] lr: 4.477e-03 eta: 22:48:36 time: 0.273 data_time: 0.012 memory: 5036 grad_norm: 7.1143 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.4434 loss: 2.4434 2022/06/26 15:32:56 - mmengine - INFO - Epoch(train) [97][3140/3757] lr: 4.477e-03 eta: 22:48:31 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 6.4482 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3031 loss: 2.3031 2022/06/26 15:33:02 - mmengine - INFO - Epoch(train) [97][3160/3757] lr: 4.477e-03 eta: 22:48:25 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 6.9658 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.2961 loss: 2.2961 2022/06/26 15:33:07 - mmengine - INFO - Epoch(train) [97][3180/3757] lr: 4.477e-03 eta: 22:48:20 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 5.7141 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4291 loss: 2.4291 2022/06/26 15:33:12 - mmengine - INFO - Epoch(train) [97][3200/3757] lr: 4.477e-03 eta: 22:48:15 time: 0.271 data_time: 0.013 memory: 5036 grad_norm: 4.9454 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.5184 loss: 2.5184 2022/06/26 15:33:18 - mmengine - INFO - Epoch(train) [97][3220/3757] lr: 4.477e-03 eta: 22:48:09 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 7.7887 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4584 loss: 2.4584 2022/06/26 15:33:23 - mmengine - INFO - Epoch(train) [97][3240/3757] lr: 4.477e-03 eta: 22:48:04 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 7.5815 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4127 loss: 2.4127 2022/06/26 15:33:28 - mmengine - INFO - Epoch(train) [97][3260/3757] lr: 4.477e-03 eta: 22:47:59 time: 0.253 data_time: 0.012 memory: 5036 grad_norm: 7.7692 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0360 loss: 2.0360 2022/06/26 15:33:34 - mmengine - INFO - Epoch(train) [97][3280/3757] lr: 4.477e-03 eta: 22:47:54 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 6.6164 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4106 loss: 2.4106 2022/06/26 15:33:39 - mmengine - INFO - Epoch(train) [97][3300/3757] lr: 4.477e-03 eta: 22:47:49 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 6.5755 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.3351 loss: 2.3351 2022/06/26 15:33:44 - mmengine - INFO - Epoch(train) [97][3320/3757] lr: 4.477e-03 eta: 22:47:43 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.3180 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.5232 loss: 2.5232 2022/06/26 15:33:46 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 15:33:49 - mmengine - INFO - Epoch(train) [97][3340/3757] lr: 4.477e-03 eta: 22:47:38 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 7.9660 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3483 loss: 2.3483 2022/06/26 15:33:54 - mmengine - INFO - Epoch(train) [97][3360/3757] lr: 4.477e-03 eta: 22:47:33 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 6.6092 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4442 loss: 2.4442 2022/06/26 15:34:00 - mmengine - INFO - Epoch(train) [97][3380/3757] lr: 4.477e-03 eta: 22:47:27 time: 0.248 data_time: 0.009 memory: 5036 grad_norm: 6.9042 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3604 loss: 2.3604 2022/06/26 15:34:05 - mmengine - INFO - Epoch(train) [97][3400/3757] lr: 4.477e-03 eta: 22:47:22 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 6.9817 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.3668 loss: 2.3668 2022/06/26 15:34:10 - mmengine - INFO - Epoch(train) [97][3420/3757] lr: 4.477e-03 eta: 22:47:17 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 7.1699 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1118 loss: 2.1118 2022/06/26 15:34:15 - mmengine - INFO - Epoch(train) [97][3440/3757] lr: 4.477e-03 eta: 22:47:11 time: 0.249 data_time: 0.008 memory: 5036 grad_norm: 7.7579 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9283 loss: 1.9283 2022/06/26 15:34:20 - mmengine - INFO - Epoch(train) [97][3460/3757] lr: 4.477e-03 eta: 22:47:06 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 7.2118 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2611 loss: 2.2611 2022/06/26 15:34:25 - mmengine - INFO - Epoch(train) [97][3480/3757] lr: 4.477e-03 eta: 22:47:01 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 7.7340 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5416 loss: 2.5416 2022/06/26 15:34:31 - mmengine - INFO - Epoch(train) [97][3500/3757] lr: 4.477e-03 eta: 22:46:55 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 7.7762 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.6337 loss: 2.6337 2022/06/26 15:34:36 - mmengine - INFO - Epoch(train) [97][3520/3757] lr: 4.477e-03 eta: 22:46:50 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 6.1746 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1438 loss: 2.1438 2022/06/26 15:34:41 - mmengine - INFO - Epoch(train) [97][3540/3757] lr: 4.477e-03 eta: 22:46:45 time: 0.247 data_time: 0.006 memory: 5036 grad_norm: 15.6382 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1927 loss: 2.1927 2022/06/26 15:34:46 - mmengine - INFO - Epoch(train) [97][3560/3757] lr: 4.477e-03 eta: 22:46:39 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 7.6341 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.4956 loss: 2.4956 2022/06/26 15:34:52 - mmengine - INFO - Epoch(train) [97][3580/3757] lr: 4.477e-03 eta: 22:46:34 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 6.8189 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.3795 loss: 2.3795 2022/06/26 15:34:57 - mmengine - INFO - Epoch(train) [97][3600/3757] lr: 4.477e-03 eta: 22:46:29 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.6726 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0447 loss: 2.0447 2022/06/26 15:35:02 - mmengine - INFO - Epoch(train) [97][3620/3757] lr: 4.477e-03 eta: 22:46:23 time: 0.395 data_time: 0.003 memory: 5036 grad_norm: 7.2924 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6885 loss: 2.6885 2022/06/26 15:35:07 - mmengine - INFO - Epoch(train) [97][3640/3757] lr: 4.477e-03 eta: 22:46:18 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 7.6692 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.9789 loss: 2.9789 2022/06/26 15:35:12 - mmengine - INFO - Epoch(train) [97][3660/3757] lr: 4.477e-03 eta: 22:46:13 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 8.9020 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.9378 loss: 2.9378 2022/06/26 15:35:18 - mmengine - INFO - Epoch(train) [97][3680/3757] lr: 4.477e-03 eta: 22:46:07 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 8.0601 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.8452 loss: 2.8452 2022/06/26 15:35:23 - mmengine - INFO - Epoch(train) [97][3700/3757] lr: 4.477e-03 eta: 22:46:02 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 8.0856 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 3.0222 loss: 3.0222 2022/06/26 15:35:28 - mmengine - INFO - Epoch(train) [97][3720/3757] lr: 4.477e-03 eta: 22:45:57 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 7.2387 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4068 loss: 2.4068 2022/06/26 15:35:33 - mmengine - INFO - Epoch(train) [97][3740/3757] lr: 4.477e-03 eta: 22:45:51 time: 0.237 data_time: 0.006 memory: 5036 grad_norm: 9.3336 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.0214 loss: 2.0214 2022/06/26 15:35:37 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 15:35:37 - mmengine - INFO - Saving checkpoint at 97 epochs 2022/06/26 15:35:51 - mmengine - INFO - Epoch(val) [97][20/310] eta: 0:01:45 time: 0.103 data_time: 0.002 memory: 5036 2022/06/26 15:35:55 - mmengine - INFO - Epoch(val) [97][40/310] eta: 0:01:30 time: 0.112 data_time: 0.005 memory: 1723 2022/06/26 15:36:00 - mmengine - INFO - Epoch(val) [97][60/310] eta: 0:00:27 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 15:36:04 - mmengine - INFO - Epoch(val) [97][80/310] eta: 0:00:24 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 15:36:11 - mmengine - INFO - Epoch(val) [97][100/310] eta: 0:01:13 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 15:36:16 - mmengine - INFO - Epoch(val) [97][120/310] eta: 0:01:06 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 15:36:21 - mmengine - INFO - Epoch(val) [97][140/310] eta: 0:00:19 time: 0.110 data_time: 0.009 memory: 1723 2022/06/26 15:36:25 - mmengine - INFO - Epoch(val) [97][160/310] eta: 0:00:15 time: 0.112 data_time: 0.005 memory: 1723 2022/06/26 15:36:32 - mmengine - INFO - Epoch(val) [97][180/310] eta: 0:00:37 time: 0.120 data_time: 0.013 memory: 1723 2022/06/26 15:36:37 - mmengine - INFO - Epoch(val) [97][200/310] eta: 0:00:38 time: 0.103 data_time: 0.002 memory: 1723 2022/06/26 15:36:42 - mmengine - INFO - Epoch(val) [97][220/310] eta: 0:00:17 time: 0.103 data_time: 0.002 memory: 1723 2022/06/26 15:36:46 - mmengine - INFO - Epoch(val) [97][240/310] eta: 0:00:10 time: 0.106 data_time: 0.002 memory: 1723 2022/06/26 15:36:53 - mmengine - INFO - Epoch(val) [97][260/310] eta: 0:00:15 time: 0.106 data_time: 0.005 memory: 1723 2022/06/26 15:36:57 - mmengine - INFO - Epoch(val) [97][280/310] eta: 0:00:08 time: 0.109 data_time: 0.002 memory: 1723 2022/06/26 15:36:59 - mmengine - INFO - Epoch(val) [97][300/310] eta: 0:00:01 time: 0.107 data_time: 0.001 memory: 1723 2022/06/26 15:37:01 - mmengine - INFO - Epoch(val) [97][310/310] acc/top1: 0.5305 acc/top5: 0.7724 acc/mean1: 0.5304 2022/06/26 15:37:11 - mmengine - INFO - Epoch(train) [98][20/3757] lr: 4.391e-03 eta: 22:45:44 time: 0.264 data_time: 0.019 memory: 5036 grad_norm: 7.3712 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.2136 loss: 2.2136 2022/06/26 15:37:16 - mmengine - INFO - Epoch(train) [98][40/3757] lr: 4.391e-03 eta: 22:45:38 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 7.2437 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7618 loss: 2.7618 2022/06/26 15:37:22 - mmengine - INFO - Epoch(train) [98][60/3757] lr: 4.391e-03 eta: 22:45:33 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 7.7426 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.4197 loss: 2.4197 2022/06/26 15:37:27 - mmengine - INFO - Epoch(train) [98][80/3757] lr: 4.391e-03 eta: 22:45:28 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 7.8493 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1339 loss: 2.1339 2022/06/26 15:37:33 - mmengine - INFO - Epoch(train) [98][100/3757] lr: 4.391e-03 eta: 22:45:23 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 6.9906 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9859 loss: 1.9859 2022/06/26 15:37:38 - mmengine - INFO - Epoch(train) [98][120/3757] lr: 4.391e-03 eta: 22:45:18 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 7.7926 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3092 loss: 2.3092 2022/06/26 15:37:43 - mmengine - INFO - Epoch(train) [98][140/3757] lr: 4.391e-03 eta: 22:45:13 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 7.3600 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8605 loss: 1.8605 2022/06/26 15:37:49 - mmengine - INFO - Epoch(train) [98][160/3757] lr: 4.391e-03 eta: 22:45:07 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 7.6836 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2652 loss: 2.2652 2022/06/26 15:37:54 - mmengine - INFO - Epoch(train) [98][180/3757] lr: 4.391e-03 eta: 22:45:02 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 7.9761 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5030 loss: 2.5030 2022/06/26 15:37:59 - mmengine - INFO - Epoch(train) [98][200/3757] lr: 4.391e-03 eta: 22:44:57 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 7.5220 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.5542 loss: 2.5542 2022/06/26 15:38:05 - mmengine - INFO - Epoch(train) [98][220/3757] lr: 4.391e-03 eta: 22:44:52 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 7.4789 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 2.4675 loss: 2.4675 2022/06/26 15:38:10 - mmengine - INFO - Epoch(train) [98][240/3757] lr: 4.391e-03 eta: 22:44:47 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 6.7931 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.1645 loss: 2.1645 2022/06/26 15:38:15 - mmengine - INFO - Epoch(train) [98][260/3757] lr: 4.391e-03 eta: 22:44:41 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 7.9231 top1_acc: 0.1250 top5_acc: 0.8750 loss_cls: 2.3751 loss: 2.3751 2022/06/26 15:38:20 - mmengine - INFO - Epoch(train) [98][280/3757] lr: 4.391e-03 eta: 22:44:36 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 7.5253 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.2127 loss: 2.2127 2022/06/26 15:38:26 - mmengine - INFO - Epoch(train) [98][300/3757] lr: 4.391e-03 eta: 22:44:31 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 6.6129 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9667 loss: 1.9667 2022/06/26 15:38:31 - mmengine - INFO - Epoch(train) [98][320/3757] lr: 4.391e-03 eta: 22:44:26 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 7.3408 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9842 loss: 1.9842 2022/06/26 15:38:36 - mmengine - INFO - Epoch(train) [98][340/3757] lr: 4.391e-03 eta: 22:44:21 time: 0.270 data_time: 0.003 memory: 5036 grad_norm: 6.8765 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.0873 loss: 2.0873 2022/06/26 15:38:42 - mmengine - INFO - Epoch(train) [98][360/3757] lr: 4.391e-03 eta: 22:44:15 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 8.4711 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.3803 loss: 2.3803 2022/06/26 15:38:47 - mmengine - INFO - Epoch(train) [98][380/3757] lr: 4.391e-03 eta: 22:44:10 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 8.6822 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0271 loss: 2.0271 2022/06/26 15:38:52 - mmengine - INFO - Epoch(train) [98][400/3757] lr: 4.391e-03 eta: 22:44:05 time: 0.318 data_time: 0.011 memory: 5036 grad_norm: 8.2056 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.5186 loss: 2.5186 2022/06/26 15:38:58 - mmengine - INFO - Epoch(train) [98][420/3757] lr: 4.391e-03 eta: 22:43:59 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 6.8187 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3298 loss: 2.3298 2022/06/26 15:39:03 - mmengine - INFO - Epoch(train) [98][440/3757] lr: 4.391e-03 eta: 22:43:54 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 7.1376 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1427 loss: 2.1427 2022/06/26 15:39:08 - mmengine - INFO - Epoch(train) [98][460/3757] lr: 4.391e-03 eta: 22:43:49 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 7.1415 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6302 loss: 2.6302 2022/06/26 15:39:13 - mmengine - INFO - Epoch(train) [98][480/3757] lr: 4.391e-03 eta: 22:43:44 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 7.8755 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4147 loss: 2.4147 2022/06/26 15:39:19 - mmengine - INFO - Epoch(train) [98][500/3757] lr: 4.391e-03 eta: 22:43:38 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 6.8095 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5208 loss: 2.5208 2022/06/26 15:39:24 - mmengine - INFO - Epoch(train) [98][520/3757] lr: 4.391e-03 eta: 22:43:33 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 7.6434 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5032 loss: 2.5032 2022/06/26 15:39:29 - mmengine - INFO - Epoch(train) [98][540/3757] lr: 4.391e-03 eta: 22:43:28 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 7.2880 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.6694 loss: 2.6694 2022/06/26 15:39:35 - mmengine - INFO - Epoch(train) [98][560/3757] lr: 4.391e-03 eta: 22:43:23 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 7.2441 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3790 loss: 2.3790 2022/06/26 15:39:38 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 15:39:40 - mmengine - INFO - Epoch(train) [98][580/3757] lr: 4.391e-03 eta: 22:43:17 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 7.5238 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5887 loss: 2.5887 2022/06/26 15:39:45 - mmengine - INFO - Epoch(train) [98][600/3757] lr: 4.391e-03 eta: 22:43:12 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 9.6476 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.1894 loss: 2.1894 2022/06/26 15:39:50 - mmengine - INFO - Epoch(train) [98][620/3757] lr: 4.391e-03 eta: 22:43:07 time: 0.255 data_time: 0.008 memory: 5036 grad_norm: 8.0837 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.4864 loss: 2.4864 2022/06/26 15:39:56 - mmengine - INFO - Epoch(train) [98][640/3757] lr: 4.391e-03 eta: 22:43:02 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 6.8790 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.1872 loss: 2.1872 2022/06/26 15:40:01 - mmengine - INFO - Epoch(train) [98][660/3757] lr: 4.391e-03 eta: 22:42:57 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 5.9343 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3195 loss: 2.3195 2022/06/26 15:40:06 - mmengine - INFO - Epoch(train) [98][680/3757] lr: 4.391e-03 eta: 22:42:51 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 6.6233 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.6721 loss: 2.6721 2022/06/26 15:40:11 - mmengine - INFO - Epoch(train) [98][700/3757] lr: 4.391e-03 eta: 22:42:46 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 8.0834 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6902 loss: 1.6902 2022/06/26 15:40:17 - mmengine - INFO - Epoch(train) [98][720/3757] lr: 4.391e-03 eta: 22:42:41 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 7.8338 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3357 loss: 2.3357 2022/06/26 15:40:22 - mmengine - INFO - Epoch(train) [98][740/3757] lr: 4.391e-03 eta: 22:42:35 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 7.4562 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.9440 loss: 1.9440 2022/06/26 15:40:27 - mmengine - INFO - Epoch(train) [98][760/3757] lr: 4.391e-03 eta: 22:42:30 time: 0.257 data_time: 0.011 memory: 5036 grad_norm: 8.0908 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5027 loss: 2.5027 2022/06/26 15:40:33 - mmengine - INFO - Epoch(train) [98][780/3757] lr: 4.391e-03 eta: 22:42:25 time: 0.297 data_time: 0.014 memory: 5036 grad_norm: 8.3203 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3228 loss: 2.3228 2022/06/26 15:40:38 - mmengine - INFO - Epoch(train) [98][800/3757] lr: 4.391e-03 eta: 22:42:20 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 7.7043 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.2360 loss: 2.2360 2022/06/26 15:40:43 - mmengine - INFO - Epoch(train) [98][820/3757] lr: 4.391e-03 eta: 22:42:14 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 7.4611 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.9730 loss: 1.9730 2022/06/26 15:40:48 - mmengine - INFO - Epoch(train) [98][840/3757] lr: 4.391e-03 eta: 22:42:09 time: 0.253 data_time: 0.013 memory: 5036 grad_norm: 8.4571 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.9673 loss: 1.9673 2022/06/26 15:40:53 - mmengine - INFO - Epoch(train) [98][860/3757] lr: 4.391e-03 eta: 22:42:04 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 8.1191 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.3990 loss: 2.3990 2022/06/26 15:40:59 - mmengine - INFO - Epoch(train) [98][880/3757] lr: 4.391e-03 eta: 22:41:58 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 7.1704 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0209 loss: 2.0209 2022/06/26 15:41:04 - mmengine - INFO - Epoch(train) [98][900/3757] lr: 4.391e-03 eta: 22:41:53 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 7.8282 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1745 loss: 2.1745 2022/06/26 15:41:09 - mmengine - INFO - Epoch(train) [98][920/3757] lr: 4.391e-03 eta: 22:41:48 time: 0.256 data_time: 0.005 memory: 5036 grad_norm: 6.9824 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.1010 loss: 2.1010 2022/06/26 15:41:14 - mmengine - INFO - Epoch(train) [98][940/3757] lr: 4.391e-03 eta: 22:41:42 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 6.9583 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4714 loss: 2.4714 2022/06/26 15:41:19 - mmengine - INFO - Epoch(train) [98][960/3757] lr: 4.391e-03 eta: 22:41:37 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 7.1029 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.3316 loss: 2.3316 2022/06/26 15:41:25 - mmengine - INFO - Epoch(train) [98][980/3757] lr: 4.391e-03 eta: 22:41:32 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 8.3950 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4534 loss: 2.4534 2022/06/26 15:41:30 - mmengine - INFO - Epoch(train) [98][1000/3757] lr: 4.391e-03 eta: 22:41:26 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 8.0144 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.2576 loss: 2.2576 2022/06/26 15:41:35 - mmengine - INFO - Epoch(train) [98][1020/3757] lr: 4.391e-03 eta: 22:41:21 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 6.0003 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.9701 loss: 1.9701 2022/06/26 15:41:40 - mmengine - INFO - Epoch(train) [98][1040/3757] lr: 4.391e-03 eta: 22:41:16 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 8.5127 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2279 loss: 2.2279 2022/06/26 15:41:45 - mmengine - INFO - Epoch(train) [98][1060/3757] lr: 4.391e-03 eta: 22:41:10 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 7.4903 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.5169 loss: 2.5169 2022/06/26 15:41:50 - mmengine - INFO - Epoch(train) [98][1080/3757] lr: 4.391e-03 eta: 22:41:05 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 8.3015 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5247 loss: 2.5247 2022/06/26 15:41:56 - mmengine - INFO - Epoch(train) [98][1100/3757] lr: 4.391e-03 eta: 22:41:00 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 7.4378 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.2093 loss: 2.2093 2022/06/26 15:42:01 - mmengine - INFO - Epoch(train) [98][1120/3757] lr: 4.391e-03 eta: 22:40:55 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 7.8490 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.2416 loss: 2.2416 2022/06/26 15:42:06 - mmengine - INFO - Epoch(train) [98][1140/3757] lr: 4.391e-03 eta: 22:40:49 time: 0.253 data_time: 0.012 memory: 5036 grad_norm: 10.1647 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.3238 loss: 2.3238 2022/06/26 15:42:12 - mmengine - INFO - Epoch(train) [98][1160/3757] lr: 4.391e-03 eta: 22:40:44 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 7.2479 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1640 loss: 2.1640 2022/06/26 15:42:17 - mmengine - INFO - Epoch(train) [98][1180/3757] lr: 4.391e-03 eta: 22:40:39 time: 0.251 data_time: 0.007 memory: 5036 grad_norm: 8.2626 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4613 loss: 2.4613 2022/06/26 15:42:22 - mmengine - INFO - Epoch(train) [98][1200/3757] lr: 4.391e-03 eta: 22:40:33 time: 0.248 data_time: 0.008 memory: 5036 grad_norm: 7.3722 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2459 loss: 2.2459 2022/06/26 15:42:27 - mmengine - INFO - Epoch(train) [98][1220/3757] lr: 4.391e-03 eta: 22:40:28 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 7.7859 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0463 loss: 2.0463 2022/06/26 15:42:32 - mmengine - INFO - Epoch(train) [98][1240/3757] lr: 4.391e-03 eta: 22:40:23 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 9.7804 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2595 loss: 2.2595 2022/06/26 15:42:38 - mmengine - INFO - Epoch(train) [98][1260/3757] lr: 4.391e-03 eta: 22:40:17 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 6.7903 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3835 loss: 2.3835 2022/06/26 15:42:43 - mmengine - INFO - Epoch(train) [98][1280/3757] lr: 4.391e-03 eta: 22:40:12 time: 0.273 data_time: 0.023 memory: 5036 grad_norm: 8.6565 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5108 loss: 2.5108 2022/06/26 15:42:48 - mmengine - INFO - Epoch(train) [98][1300/3757] lr: 4.391e-03 eta: 22:40:07 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 8.2962 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0393 loss: 2.0393 2022/06/26 15:42:53 - mmengine - INFO - Epoch(train) [98][1320/3757] lr: 4.391e-03 eta: 22:40:01 time: 0.254 data_time: 0.012 memory: 5036 grad_norm: 8.0667 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7500 loss: 2.7500 2022/06/26 15:42:58 - mmengine - INFO - Epoch(train) [98][1340/3757] lr: 4.391e-03 eta: 22:39:56 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 5.9741 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2378 loss: 2.2378 2022/06/26 15:43:03 - mmengine - INFO - Epoch(train) [98][1360/3757] lr: 4.391e-03 eta: 22:39:51 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 6.9390 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6777 loss: 2.6777 2022/06/26 15:43:09 - mmengine - INFO - Epoch(train) [98][1380/3757] lr: 4.391e-03 eta: 22:39:45 time: 0.264 data_time: 0.006 memory: 5036 grad_norm: 6.3004 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.3238 loss: 2.3238 2022/06/26 15:43:14 - mmengine - INFO - Epoch(train) [98][1400/3757] lr: 4.391e-03 eta: 22:39:40 time: 0.261 data_time: 0.019 memory: 5036 grad_norm: 6.9075 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.3519 loss: 2.3519 2022/06/26 15:43:19 - mmengine - INFO - Epoch(train) [98][1420/3757] lr: 4.391e-03 eta: 22:39:35 time: 0.265 data_time: 0.006 memory: 5036 grad_norm: 8.4998 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.3383 loss: 2.3383 2022/06/26 15:43:24 - mmengine - INFO - Epoch(train) [98][1440/3757] lr: 4.391e-03 eta: 22:39:30 time: 0.251 data_time: 0.010 memory: 5036 grad_norm: 7.4965 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1960 loss: 2.1960 2022/06/26 15:43:30 - mmengine - INFO - Epoch(train) [98][1460/3757] lr: 4.391e-03 eta: 22:39:24 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 6.5408 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2235 loss: 2.2235 2022/06/26 15:43:35 - mmengine - INFO - Epoch(train) [98][1480/3757] lr: 4.391e-03 eta: 22:39:19 time: 0.259 data_time: 0.013 memory: 5036 grad_norm: 8.1579 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.1200 loss: 2.1200 2022/06/26 15:43:40 - mmengine - INFO - Epoch(train) [98][1500/3757] lr: 4.391e-03 eta: 22:39:14 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 8.8165 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1014 loss: 2.1014 2022/06/26 15:43:46 - mmengine - INFO - Epoch(train) [98][1520/3757] lr: 4.391e-03 eta: 22:39:09 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 8.0333 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2427 loss: 2.2427 2022/06/26 15:43:51 - mmengine - INFO - Epoch(train) [98][1540/3757] lr: 4.391e-03 eta: 22:39:03 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 7.4203 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4765 loss: 2.4765 2022/06/26 15:43:57 - mmengine - INFO - Epoch(train) [98][1560/3757] lr: 4.391e-03 eta: 22:38:58 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 8.3005 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.6495 loss: 2.6495 2022/06/26 15:43:59 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 15:44:02 - mmengine - INFO - Epoch(train) [98][1580/3757] lr: 4.391e-03 eta: 22:38:53 time: 0.252 data_time: 0.011 memory: 5036 grad_norm: 7.5487 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5082 loss: 2.5082 2022/06/26 15:44:07 - mmengine - INFO - Epoch(train) [98][1600/3757] lr: 4.391e-03 eta: 22:38:48 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 9.4020 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4379 loss: 2.4379 2022/06/26 15:44:12 - mmengine - INFO - Epoch(train) [98][1620/3757] lr: 4.391e-03 eta: 22:38:43 time: 0.263 data_time: 0.009 memory: 5036 grad_norm: 6.7300 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1763 loss: 2.1763 2022/06/26 15:44:17 - mmengine - INFO - Epoch(train) [98][1640/3757] lr: 4.391e-03 eta: 22:38:37 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 7.3719 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1941 loss: 2.1941 2022/06/26 15:44:23 - mmengine - INFO - Epoch(train) [98][1660/3757] lr: 4.391e-03 eta: 22:38:32 time: 0.270 data_time: 0.008 memory: 5036 grad_norm: 8.3520 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5415 loss: 2.5415 2022/06/26 15:44:28 - mmengine - INFO - Epoch(train) [98][1680/3757] lr: 4.391e-03 eta: 22:38:27 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 8.4959 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5093 loss: 2.5093 2022/06/26 15:44:33 - mmengine - INFO - Epoch(train) [98][1700/3757] lr: 4.391e-03 eta: 22:38:21 time: 0.274 data_time: 0.018 memory: 5036 grad_norm: 7.8332 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5518 loss: 2.5518 2022/06/26 15:44:38 - mmengine - INFO - Epoch(train) [98][1720/3757] lr: 4.391e-03 eta: 22:38:16 time: 0.249 data_time: 0.004 memory: 5036 grad_norm: 8.2196 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8047 loss: 2.8047 2022/06/26 15:44:43 - mmengine - INFO - Epoch(train) [98][1740/3757] lr: 4.391e-03 eta: 22:38:11 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 6.9546 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3282 loss: 2.3282 2022/06/26 15:44:49 - mmengine - INFO - Epoch(train) [98][1760/3757] lr: 4.391e-03 eta: 22:38:05 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 8.2258 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3047 loss: 2.3047 2022/06/26 15:44:54 - mmengine - INFO - Epoch(train) [98][1780/3757] lr: 4.391e-03 eta: 22:38:00 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.5770 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5303 loss: 2.5303 2022/06/26 15:44:59 - mmengine - INFO - Epoch(train) [98][1800/3757] lr: 4.391e-03 eta: 22:37:55 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 8.0825 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2412 loss: 2.2412 2022/06/26 15:45:04 - mmengine - INFO - Epoch(train) [98][1820/3757] lr: 4.391e-03 eta: 22:37:49 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 8.0707 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.0689 loss: 2.0689 2022/06/26 15:45:09 - mmengine - INFO - Epoch(train) [98][1840/3757] lr: 4.391e-03 eta: 22:37:44 time: 0.261 data_time: 0.016 memory: 5036 grad_norm: 7.5451 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4260 loss: 2.4260 2022/06/26 15:45:15 - mmengine - INFO - Epoch(train) [98][1860/3757] lr: 4.391e-03 eta: 22:37:39 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 9.1244 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3243 loss: 2.3243 2022/06/26 15:45:20 - mmengine - INFO - Epoch(train) [98][1880/3757] lr: 4.391e-03 eta: 22:37:33 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 6.9787 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2835 loss: 2.2835 2022/06/26 15:45:25 - mmengine - INFO - Epoch(train) [98][1900/3757] lr: 4.391e-03 eta: 22:37:28 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.8307 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.4927 loss: 2.4927 2022/06/26 15:45:30 - mmengine - INFO - Epoch(train) [98][1920/3757] lr: 4.391e-03 eta: 22:37:23 time: 0.268 data_time: 0.003 memory: 5036 grad_norm: 6.8991 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9505 loss: 1.9505 2022/06/26 15:45:36 - mmengine - INFO - Epoch(train) [98][1940/3757] lr: 4.391e-03 eta: 22:37:18 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 7.4713 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7445 loss: 2.7445 2022/06/26 15:45:41 - mmengine - INFO - Epoch(train) [98][1960/3757] lr: 4.391e-03 eta: 22:37:12 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 7.4294 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.9117 loss: 1.9117 2022/06/26 15:45:46 - mmengine - INFO - Epoch(train) [98][1980/3757] lr: 4.391e-03 eta: 22:37:07 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 7.3695 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0180 loss: 2.0180 2022/06/26 15:45:52 - mmengine - INFO - Epoch(train) [98][2000/3757] lr: 4.391e-03 eta: 22:37:02 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 8.3718 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2301 loss: 2.2301 2022/06/26 15:45:57 - mmengine - INFO - Epoch(train) [98][2020/3757] lr: 4.391e-03 eta: 22:36:57 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 7.0228 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5280 loss: 2.5280 2022/06/26 15:46:02 - mmengine - INFO - Epoch(train) [98][2040/3757] lr: 4.391e-03 eta: 22:36:51 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 9.2261 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7486 loss: 2.7486 2022/06/26 15:46:07 - mmengine - INFO - Epoch(train) [98][2060/3757] lr: 4.391e-03 eta: 22:36:46 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.6961 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3055 loss: 2.3055 2022/06/26 15:46:12 - mmengine - INFO - Epoch(train) [98][2080/3757] lr: 4.391e-03 eta: 22:36:41 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 6.6076 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9940 loss: 1.9940 2022/06/26 15:46:18 - mmengine - INFO - Epoch(train) [98][2100/3757] lr: 4.391e-03 eta: 22:36:36 time: 0.264 data_time: 0.006 memory: 5036 grad_norm: 8.3915 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.0483 loss: 2.0483 2022/06/26 15:46:23 - mmengine - INFO - Epoch(train) [98][2120/3757] lr: 4.391e-03 eta: 22:36:30 time: 0.401 data_time: 0.156 memory: 5036 grad_norm: 6.9518 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2972 loss: 2.2972 2022/06/26 15:46:29 - mmengine - INFO - Epoch(train) [98][2140/3757] lr: 4.391e-03 eta: 22:36:25 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 8.6324 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3734 loss: 2.3734 2022/06/26 15:46:34 - mmengine - INFO - Epoch(train) [98][2160/3757] lr: 4.391e-03 eta: 22:36:20 time: 0.252 data_time: 0.012 memory: 5036 grad_norm: 8.2625 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6453 loss: 2.6453 2022/06/26 15:46:39 - mmengine - INFO - Epoch(train) [98][2180/3757] lr: 4.391e-03 eta: 22:36:15 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 7.7264 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5074 loss: 2.5074 2022/06/26 15:46:44 - mmengine - INFO - Epoch(train) [98][2200/3757] lr: 4.391e-03 eta: 22:36:09 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 8.6607 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.5353 loss: 2.5353 2022/06/26 15:46:49 - mmengine - INFO - Epoch(train) [98][2220/3757] lr: 4.391e-03 eta: 22:36:04 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 7.4743 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1258 loss: 2.1258 2022/06/26 15:46:55 - mmengine - INFO - Epoch(train) [98][2240/3757] lr: 4.391e-03 eta: 22:35:59 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 7.3905 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9519 loss: 1.9519 2022/06/26 15:47:00 - mmengine - INFO - Epoch(train) [98][2260/3757] lr: 4.391e-03 eta: 22:35:53 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 8.7897 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6639 loss: 2.6639 2022/06/26 15:47:05 - mmengine - INFO - Epoch(train) [98][2280/3757] lr: 4.391e-03 eta: 22:35:48 time: 0.253 data_time: 0.012 memory: 5036 grad_norm: 7.8102 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4407 loss: 2.4407 2022/06/26 15:47:10 - mmengine - INFO - Epoch(train) [98][2300/3757] lr: 4.391e-03 eta: 22:35:43 time: 0.254 data_time: 0.008 memory: 5036 grad_norm: 7.1476 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5645 loss: 2.5645 2022/06/26 15:47:16 - mmengine - INFO - Epoch(train) [98][2320/3757] lr: 4.391e-03 eta: 22:35:37 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 7.4027 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8667 loss: 1.8667 2022/06/26 15:47:21 - mmengine - INFO - Epoch(train) [98][2340/3757] lr: 4.391e-03 eta: 22:35:32 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 8.6032 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9564 loss: 1.9564 2022/06/26 15:47:26 - mmengine - INFO - Epoch(train) [98][2360/3757] lr: 4.391e-03 eta: 22:35:27 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 7.1813 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6206 loss: 2.6206 2022/06/26 15:47:31 - mmengine - INFO - Epoch(train) [98][2380/3757] lr: 4.391e-03 eta: 22:35:22 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 7.3305 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.2113 loss: 2.2113 2022/06/26 15:47:36 - mmengine - INFO - Epoch(train) [98][2400/3757] lr: 4.391e-03 eta: 22:35:16 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 6.9442 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 2.3437 loss: 2.3437 2022/06/26 15:47:42 - mmengine - INFO - Epoch(train) [98][2420/3757] lr: 4.391e-03 eta: 22:35:11 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 7.8100 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4420 loss: 2.4420 2022/06/26 15:47:47 - mmengine - INFO - Epoch(train) [98][2440/3757] lr: 4.391e-03 eta: 22:35:06 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 8.3658 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6201 loss: 2.6201 2022/06/26 15:47:52 - mmengine - INFO - Epoch(train) [98][2460/3757] lr: 4.391e-03 eta: 22:35:00 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 8.0889 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4069 loss: 2.4069 2022/06/26 15:47:57 - mmengine - INFO - Epoch(train) [98][2480/3757] lr: 4.391e-03 eta: 22:34:55 time: 0.257 data_time: 0.011 memory: 5036 grad_norm: 9.9057 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5450 loss: 2.5450 2022/06/26 15:48:02 - mmengine - INFO - Epoch(train) [98][2500/3757] lr: 4.391e-03 eta: 22:34:50 time: 0.255 data_time: 0.004 memory: 5036 grad_norm: 7.5742 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.2482 loss: 2.2482 2022/06/26 15:48:08 - mmengine - INFO - Epoch(train) [98][2520/3757] lr: 4.391e-03 eta: 22:34:44 time: 0.266 data_time: 0.006 memory: 5036 grad_norm: 7.0142 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7121 loss: 2.7121 2022/06/26 15:48:13 - mmengine - INFO - Epoch(train) [98][2540/3757] lr: 4.391e-03 eta: 22:34:39 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 9.0586 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.9382 loss: 2.9382 2022/06/26 15:48:18 - mmengine - INFO - Epoch(train) [98][2560/3757] lr: 4.391e-03 eta: 22:34:34 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 7.5099 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.7769 loss: 1.7769 2022/06/26 15:48:21 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 15:48:23 - mmengine - INFO - Epoch(train) [98][2580/3757] lr: 4.391e-03 eta: 22:34:28 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 6.7275 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9503 loss: 1.9503 2022/06/26 15:48:28 - mmengine - INFO - Epoch(train) [98][2600/3757] lr: 4.391e-03 eta: 22:34:23 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 8.0522 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.4746 loss: 2.4746 2022/06/26 15:48:34 - mmengine - INFO - Epoch(train) [98][2620/3757] lr: 4.391e-03 eta: 22:34:18 time: 0.251 data_time: 0.008 memory: 5036 grad_norm: 7.7016 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.0156 loss: 2.0156 2022/06/26 15:48:39 - mmengine - INFO - Epoch(train) [98][2640/3757] lr: 4.391e-03 eta: 22:34:13 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 7.0132 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3262 loss: 2.3262 2022/06/26 15:48:44 - mmengine - INFO - Epoch(train) [98][2660/3757] lr: 4.391e-03 eta: 22:34:07 time: 0.270 data_time: 0.003 memory: 5036 grad_norm: 7.7630 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2459 loss: 2.2459 2022/06/26 15:48:50 - mmengine - INFO - Epoch(train) [98][2680/3757] lr: 4.391e-03 eta: 22:34:02 time: 0.260 data_time: 0.012 memory: 5036 grad_norm: 7.9454 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.2019 loss: 2.2019 2022/06/26 15:48:55 - mmengine - INFO - Epoch(train) [98][2700/3757] lr: 4.391e-03 eta: 22:33:57 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 7.2699 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.5682 loss: 2.5682 2022/06/26 15:49:00 - mmengine - INFO - Epoch(train) [98][2720/3757] lr: 4.391e-03 eta: 22:33:52 time: 0.257 data_time: 0.012 memory: 5036 grad_norm: 7.4474 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0316 loss: 2.0316 2022/06/26 15:49:06 - mmengine - INFO - Epoch(train) [98][2740/3757] lr: 4.391e-03 eta: 22:33:46 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 7.5038 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.3028 loss: 2.3028 2022/06/26 15:49:11 - mmengine - INFO - Epoch(train) [98][2760/3757] lr: 4.391e-03 eta: 22:33:41 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 7.0268 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.2552 loss: 2.2552 2022/06/26 15:49:16 - mmengine - INFO - Epoch(train) [98][2780/3757] lr: 4.391e-03 eta: 22:33:36 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 7.3666 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1737 loss: 2.1737 2022/06/26 15:49:21 - mmengine - INFO - Epoch(train) [98][2800/3757] lr: 4.391e-03 eta: 22:33:31 time: 0.264 data_time: 0.006 memory: 5036 grad_norm: 7.3837 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.6458 loss: 2.6458 2022/06/26 15:49:27 - mmengine - INFO - Epoch(train) [98][2820/3757] lr: 4.391e-03 eta: 22:33:25 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 7.6919 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2378 loss: 2.2378 2022/06/26 15:49:32 - mmengine - INFO - Epoch(train) [98][2840/3757] lr: 4.391e-03 eta: 22:33:20 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 7.5187 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1852 loss: 2.1852 2022/06/26 15:49:37 - mmengine - INFO - Epoch(train) [98][2860/3757] lr: 4.391e-03 eta: 22:33:15 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 8.3215 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3478 loss: 2.3478 2022/06/26 15:49:42 - mmengine - INFO - Epoch(train) [98][2880/3757] lr: 4.391e-03 eta: 22:33:09 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 7.3671 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.8149 loss: 2.8149 2022/06/26 15:49:47 - mmengine - INFO - Epoch(train) [98][2900/3757] lr: 4.391e-03 eta: 22:33:04 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 7.6130 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.6708 loss: 2.6708 2022/06/26 15:49:52 - mmengine - INFO - Epoch(train) [98][2920/3757] lr: 4.391e-03 eta: 22:32:59 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 7.6205 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9912 loss: 2.9912 2022/06/26 15:49:58 - mmengine - INFO - Epoch(train) [98][2940/3757] lr: 4.391e-03 eta: 22:32:54 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 9.1156 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3701 loss: 2.3701 2022/06/26 15:50:03 - mmengine - INFO - Epoch(train) [98][2960/3757] lr: 4.391e-03 eta: 22:32:48 time: 0.277 data_time: 0.006 memory: 5036 grad_norm: 8.5834 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2126 loss: 2.2126 2022/06/26 15:50:08 - mmengine - INFO - Epoch(train) [98][2980/3757] lr: 4.391e-03 eta: 22:32:43 time: 0.250 data_time: 0.010 memory: 5036 grad_norm: 6.4616 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.3273 loss: 2.3273 2022/06/26 15:50:14 - mmengine - INFO - Epoch(train) [98][3000/3757] lr: 4.391e-03 eta: 22:32:38 time: 0.288 data_time: 0.035 memory: 5036 grad_norm: 8.2196 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5653 loss: 2.5653 2022/06/26 15:50:19 - mmengine - INFO - Epoch(train) [98][3020/3757] lr: 4.391e-03 eta: 22:32:32 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 7.0241 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1546 loss: 2.1546 2022/06/26 15:50:24 - mmengine - INFO - Epoch(train) [98][3040/3757] lr: 4.391e-03 eta: 22:32:27 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 7.6493 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0380 loss: 2.0380 2022/06/26 15:50:29 - mmengine - INFO - Epoch(train) [98][3060/3757] lr: 4.391e-03 eta: 22:32:22 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 8.5023 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6182 loss: 2.6182 2022/06/26 15:50:35 - mmengine - INFO - Epoch(train) [98][3080/3757] lr: 4.391e-03 eta: 22:32:17 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 7.2377 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4022 loss: 2.4022 2022/06/26 15:50:40 - mmengine - INFO - Epoch(train) [98][3100/3757] lr: 4.391e-03 eta: 22:32:11 time: 0.251 data_time: 0.007 memory: 5036 grad_norm: 6.9631 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9350 loss: 1.9350 2022/06/26 15:50:45 - mmengine - INFO - Epoch(train) [98][3120/3757] lr: 4.391e-03 eta: 22:32:06 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 6.7190 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1395 loss: 2.1395 2022/06/26 15:50:50 - mmengine - INFO - Epoch(train) [98][3140/3757] lr: 4.391e-03 eta: 22:32:01 time: 0.263 data_time: 0.007 memory: 5036 grad_norm: 7.5371 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.4518 loss: 2.4518 2022/06/26 15:50:56 - mmengine - INFO - Epoch(train) [98][3160/3757] lr: 4.391e-03 eta: 22:31:56 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 7.9818 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.3485 loss: 2.3485 2022/06/26 15:51:01 - mmengine - INFO - Epoch(train) [98][3180/3757] lr: 4.391e-03 eta: 22:31:50 time: 0.256 data_time: 0.008 memory: 5036 grad_norm: 7.5269 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1374 loss: 2.1374 2022/06/26 15:51:06 - mmengine - INFO - Epoch(train) [98][3200/3757] lr: 4.391e-03 eta: 22:31:45 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 7.8477 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.2644 loss: 2.2644 2022/06/26 15:51:11 - mmengine - INFO - Epoch(train) [98][3220/3757] lr: 4.391e-03 eta: 22:31:40 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 7.2853 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1102 loss: 2.1102 2022/06/26 15:51:17 - mmengine - INFO - Epoch(train) [98][3240/3757] lr: 4.391e-03 eta: 22:31:35 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.0852 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.1050 loss: 2.1050 2022/06/26 15:51:22 - mmengine - INFO - Epoch(train) [98][3260/3757] lr: 4.391e-03 eta: 22:31:29 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 7.3831 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4297 loss: 2.4297 2022/06/26 15:51:27 - mmengine - INFO - Epoch(train) [98][3280/3757] lr: 4.391e-03 eta: 22:31:24 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 7.3857 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3585 loss: 2.3585 2022/06/26 15:51:32 - mmengine - INFO - Epoch(train) [98][3300/3757] lr: 4.391e-03 eta: 22:31:19 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 8.0208 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.4813 loss: 2.4813 2022/06/26 15:51:38 - mmengine - INFO - Epoch(train) [98][3320/3757] lr: 4.391e-03 eta: 22:31:14 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 7.2075 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5752 loss: 2.5752 2022/06/26 15:51:43 - mmengine - INFO - Epoch(train) [98][3340/3757] lr: 4.391e-03 eta: 22:31:08 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 7.2825 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.9809 loss: 1.9809 2022/06/26 15:51:48 - mmengine - INFO - Epoch(train) [98][3360/3757] lr: 4.391e-03 eta: 22:31:03 time: 0.247 data_time: 0.007 memory: 5036 grad_norm: 8.0121 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.4199 loss: 2.4199 2022/06/26 15:51:53 - mmengine - INFO - Epoch(train) [98][3380/3757] lr: 4.391e-03 eta: 22:30:57 time: 0.270 data_time: 0.004 memory: 5036 grad_norm: 6.4632 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2199 loss: 2.2199 2022/06/26 15:51:59 - mmengine - INFO - Epoch(train) [98][3400/3757] lr: 4.391e-03 eta: 22:30:52 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 7.2260 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.6288 loss: 2.6288 2022/06/26 15:52:04 - mmengine - INFO - Epoch(train) [98][3420/3757] lr: 4.391e-03 eta: 22:30:47 time: 0.263 data_time: 0.019 memory: 5036 grad_norm: 7.5413 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.0993 loss: 2.0993 2022/06/26 15:52:09 - mmengine - INFO - Epoch(train) [98][3440/3757] lr: 4.391e-03 eta: 22:30:41 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 7.3961 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8232 loss: 2.8232 2022/06/26 15:52:14 - mmengine - INFO - Epoch(train) [98][3460/3757] lr: 4.391e-03 eta: 22:30:36 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 6.9153 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9157 loss: 1.9157 2022/06/26 15:52:19 - mmengine - INFO - Epoch(train) [98][3480/3757] lr: 4.391e-03 eta: 22:30:31 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 7.9082 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2939 loss: 2.2939 2022/06/26 15:52:25 - mmengine - INFO - Epoch(train) [98][3500/3757] lr: 4.391e-03 eta: 22:30:25 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 8.9385 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1131 loss: 2.1131 2022/06/26 15:52:30 - mmengine - INFO - Epoch(train) [98][3520/3757] lr: 4.391e-03 eta: 22:30:20 time: 0.252 data_time: 0.011 memory: 5036 grad_norm: 8.7188 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.5884 loss: 2.5884 2022/06/26 15:52:35 - mmengine - INFO - Epoch(train) [98][3540/3757] lr: 4.391e-03 eta: 22:30:15 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 8.5021 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.3487 loss: 2.3487 2022/06/26 15:52:40 - mmengine - INFO - Epoch(train) [98][3560/3757] lr: 4.391e-03 eta: 22:30:09 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 8.2509 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.4566 loss: 2.4566 2022/06/26 15:52:43 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 15:52:45 - mmengine - INFO - Epoch(train) [98][3580/3757] lr: 4.391e-03 eta: 22:30:04 time: 0.250 data_time: 0.007 memory: 5036 grad_norm: 7.2012 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.2178 loss: 2.2178 2022/06/26 15:52:50 - mmengine - INFO - Epoch(train) [98][3600/3757] lr: 4.391e-03 eta: 22:29:59 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 7.6623 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.2035 loss: 2.2035 2022/06/26 15:52:56 - mmengine - INFO - Epoch(train) [98][3620/3757] lr: 4.391e-03 eta: 22:29:54 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 7.4159 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1781 loss: 2.1781 2022/06/26 15:53:01 - mmengine - INFO - Epoch(train) [98][3640/3757] lr: 4.391e-03 eta: 22:29:48 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 7.9819 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7422 loss: 2.7422 2022/06/26 15:53:06 - mmengine - INFO - Epoch(train) [98][3660/3757] lr: 4.391e-03 eta: 22:29:43 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.0449 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3090 loss: 2.3090 2022/06/26 15:53:12 - mmengine - INFO - Epoch(train) [98][3680/3757] lr: 4.391e-03 eta: 22:29:38 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 7.9944 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7619 loss: 1.7619 2022/06/26 15:53:17 - mmengine - INFO - Epoch(train) [98][3700/3757] lr: 4.391e-03 eta: 22:29:32 time: 0.249 data_time: 0.008 memory: 5036 grad_norm: 6.8275 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5110 loss: 2.5110 2022/06/26 15:53:22 - mmengine - INFO - Epoch(train) [98][3720/3757] lr: 4.391e-03 eta: 22:29:27 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 7.2532 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.5513 loss: 2.5513 2022/06/26 15:53:27 - mmengine - INFO - Epoch(train) [98][3740/3757] lr: 4.391e-03 eta: 22:29:22 time: 0.240 data_time: 0.008 memory: 5036 grad_norm: 7.8686 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0504 loss: 2.0504 2022/06/26 15:53:31 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 15:53:31 - mmengine - INFO - Saving checkpoint at 98 epochs 2022/06/26 15:53:45 - mmengine - INFO - Epoch(val) [98][20/310] eta: 0:01:47 time: 0.103 data_time: 0.001 memory: 5036 2022/06/26 15:53:49 - mmengine - INFO - Epoch(val) [98][40/310] eta: 0:01:37 time: 0.102 data_time: 0.001 memory: 1723 2022/06/26 15:53:54 - mmengine - INFO - Epoch(val) [98][60/310] eta: 0:00:30 time: 0.103 data_time: 0.002 memory: 1723 2022/06/26 15:53:58 - mmengine - INFO - Epoch(val) [98][80/310] eta: 0:00:24 time: 0.104 data_time: 0.002 memory: 1723 2022/06/26 15:54:05 - mmengine - INFO - Epoch(val) [98][100/310] eta: 0:01:07 time: 0.109 data_time: 0.001 memory: 1723 2022/06/26 15:54:10 - mmengine - INFO - Epoch(val) [98][120/310] eta: 0:01:07 time: 0.103 data_time: 0.002 memory: 1723 2022/06/26 15:54:15 - mmengine - INFO - Epoch(val) [98][140/310] eta: 0:00:22 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 15:54:19 - mmengine - INFO - Epoch(val) [98][160/310] eta: 0:00:15 time: 0.104 data_time: 0.001 memory: 1723 2022/06/26 15:54:26 - mmengine - INFO - Epoch(val) [98][180/310] eta: 0:00:39 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 15:54:31 - mmengine - INFO - Epoch(val) [98][200/310] eta: 0:00:38 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 15:54:36 - mmengine - INFO - Epoch(val) [98][220/310] eta: 0:00:13 time: 0.103 data_time: 0.002 memory: 1723 2022/06/26 15:54:40 - mmengine - INFO - Epoch(val) [98][240/310] eta: 0:00:07 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 15:54:47 - mmengine - INFO - Epoch(val) [98][260/310] eta: 0:00:16 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 15:54:51 - mmengine - INFO - Epoch(val) [98][280/310] eta: 0:00:07 time: 0.111 data_time: 0.002 memory: 1723 2022/06/26 15:54:53 - mmengine - INFO - Epoch(val) [98][300/310] eta: 0:00:01 time: 0.102 data_time: 0.001 memory: 1723 2022/06/26 15:54:56 - mmengine - INFO - Epoch(val) [98][310/310] acc/top1: 0.5290 acc/top5: 0.7750 acc/mean1: 0.5288 2022/06/26 15:55:06 - mmengine - INFO - Epoch(train) [99][20/3757] lr: 4.304e-03 eta: 22:29:14 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 7.7814 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1720 loss: 2.1720 2022/06/26 15:55:11 - mmengine - INFO - Epoch(train) [99][40/3757] lr: 4.304e-03 eta: 22:29:09 time: 0.247 data_time: 0.006 memory: 5036 grad_norm: 8.3275 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3298 loss: 2.3298 2022/06/26 15:55:16 - mmengine - INFO - Epoch(train) [99][60/3757] lr: 4.304e-03 eta: 22:29:04 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 7.4632 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3733 loss: 2.3733 2022/06/26 15:55:21 - mmengine - INFO - Epoch(train) [99][80/3757] lr: 4.304e-03 eta: 22:28:58 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 6.8290 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8220 loss: 1.8220 2022/06/26 15:55:27 - mmengine - INFO - Epoch(train) [99][100/3757] lr: 4.304e-03 eta: 22:28:53 time: 0.268 data_time: 0.012 memory: 5036 grad_norm: 7.8598 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.5467 loss: 2.5467 2022/06/26 15:55:32 - mmengine - INFO - Epoch(train) [99][120/3757] lr: 4.304e-03 eta: 22:28:48 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 6.8151 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0551 loss: 2.0551 2022/06/26 15:55:37 - mmengine - INFO - Epoch(train) [99][140/3757] lr: 4.304e-03 eta: 22:28:43 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 6.8215 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.4807 loss: 2.4807 2022/06/26 15:55:43 - mmengine - INFO - Epoch(train) [99][160/3757] lr: 4.304e-03 eta: 22:28:37 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 7.2995 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1881 loss: 2.1881 2022/06/26 15:55:48 - mmengine - INFO - Epoch(train) [99][180/3757] lr: 4.304e-03 eta: 22:28:32 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 7.7929 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.4614 loss: 2.4614 2022/06/26 15:55:53 - mmengine - INFO - Epoch(train) [99][200/3757] lr: 4.304e-03 eta: 22:28:27 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 8.2567 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.7759 loss: 2.7759 2022/06/26 15:55:58 - mmengine - INFO - Epoch(train) [99][220/3757] lr: 4.304e-03 eta: 22:28:22 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 8.0675 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4271 loss: 2.4271 2022/06/26 15:56:04 - mmengine - INFO - Epoch(train) [99][240/3757] lr: 4.304e-03 eta: 22:28:16 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 7.8631 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7571 loss: 1.7571 2022/06/26 15:56:09 - mmengine - INFO - Epoch(train) [99][260/3757] lr: 4.304e-03 eta: 22:28:11 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 8.2635 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.1499 loss: 2.1499 2022/06/26 15:56:14 - mmengine - INFO - Epoch(train) [99][280/3757] lr: 4.304e-03 eta: 22:28:06 time: 0.273 data_time: 0.003 memory: 5036 grad_norm: 8.2214 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7279 loss: 2.7279 2022/06/26 15:56:20 - mmengine - INFO - Epoch(train) [99][300/3757] lr: 4.304e-03 eta: 22:28:01 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 8.0005 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0077 loss: 2.0077 2022/06/26 15:56:25 - mmengine - INFO - Epoch(train) [99][320/3757] lr: 4.304e-03 eta: 22:27:55 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 7.4631 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1772 loss: 2.1772 2022/06/26 15:56:30 - mmengine - INFO - Epoch(train) [99][340/3757] lr: 4.304e-03 eta: 22:27:50 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 6.4290 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.4459 loss: 2.4459 2022/06/26 15:56:36 - mmengine - INFO - Epoch(train) [99][360/3757] lr: 4.304e-03 eta: 22:27:45 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 9.1148 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.3258 loss: 2.3258 2022/06/26 15:56:41 - mmengine - INFO - Epoch(train) [99][380/3757] lr: 4.304e-03 eta: 22:27:40 time: 0.251 data_time: 0.004 memory: 5036 grad_norm: 8.0763 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5879 loss: 2.5879 2022/06/26 15:56:46 - mmengine - INFO - Epoch(train) [99][400/3757] lr: 4.304e-03 eta: 22:27:34 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 7.3483 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8290 loss: 1.8290 2022/06/26 15:56:51 - mmengine - INFO - Epoch(train) [99][420/3757] lr: 4.304e-03 eta: 22:27:29 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 7.6350 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.2857 loss: 2.2857 2022/06/26 15:56:57 - mmengine - INFO - Epoch(train) [99][440/3757] lr: 4.304e-03 eta: 22:27:24 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 6.7716 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4062 loss: 2.4062 2022/06/26 15:57:02 - mmengine - INFO - Epoch(train) [99][460/3757] lr: 4.304e-03 eta: 22:27:19 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 8.9906 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.6006 loss: 2.6006 2022/06/26 15:57:07 - mmengine - INFO - Epoch(train) [99][480/3757] lr: 4.304e-03 eta: 22:27:13 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 6.6778 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.4088 loss: 2.4088 2022/06/26 15:57:13 - mmengine - INFO - Epoch(train) [99][500/3757] lr: 4.304e-03 eta: 22:27:08 time: 0.266 data_time: 0.003 memory: 5036 grad_norm: 7.2931 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3322 loss: 2.3322 2022/06/26 15:57:18 - mmengine - INFO - Epoch(train) [99][520/3757] lr: 4.304e-03 eta: 22:27:03 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 8.1195 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2780 loss: 2.2780 2022/06/26 15:57:23 - mmengine - INFO - Epoch(train) [99][540/3757] lr: 4.304e-03 eta: 22:26:58 time: 0.252 data_time: 0.010 memory: 5036 grad_norm: 7.2893 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0760 loss: 2.0760 2022/06/26 15:57:28 - mmengine - INFO - Epoch(train) [99][560/3757] lr: 4.304e-03 eta: 22:26:52 time: 0.258 data_time: 0.011 memory: 5036 grad_norm: 7.6772 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0643 loss: 2.0643 2022/06/26 15:57:34 - mmengine - INFO - Epoch(train) [99][580/3757] lr: 4.304e-03 eta: 22:26:47 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 8.9486 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.4230 loss: 2.4230 2022/06/26 15:57:39 - mmengine - INFO - Epoch(train) [99][600/3757] lr: 4.304e-03 eta: 22:26:42 time: 0.266 data_time: 0.003 memory: 5036 grad_norm: 7.0399 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.0743 loss: 2.0743 2022/06/26 15:57:44 - mmengine - INFO - Epoch(train) [99][620/3757] lr: 4.304e-03 eta: 22:26:37 time: 0.267 data_time: 0.008 memory: 5036 grad_norm: 8.4389 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.0027 loss: 2.0027 2022/06/26 15:57:49 - mmengine - INFO - Epoch(train) [99][640/3757] lr: 4.304e-03 eta: 22:26:31 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 7.7007 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4409 loss: 2.4409 2022/06/26 15:57:55 - mmengine - INFO - Epoch(train) [99][660/3757] lr: 4.304e-03 eta: 22:26:26 time: 0.262 data_time: 0.017 memory: 5036 grad_norm: 7.1001 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.1915 loss: 2.1915 2022/06/26 15:58:00 - mmengine - INFO - Epoch(train) [99][680/3757] lr: 4.304e-03 eta: 22:26:21 time: 0.247 data_time: 0.004 memory: 5036 grad_norm: 6.8277 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8642 loss: 1.8642 2022/06/26 15:58:05 - mmengine - INFO - Epoch(train) [99][700/3757] lr: 4.304e-03 eta: 22:26:16 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 8.4679 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2866 loss: 2.2866 2022/06/26 15:58:11 - mmengine - INFO - Epoch(train) [99][720/3757] lr: 4.304e-03 eta: 22:26:10 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 8.3809 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1628 loss: 2.1628 2022/06/26 15:58:16 - mmengine - INFO - Epoch(train) [99][740/3757] lr: 4.304e-03 eta: 22:26:05 time: 0.264 data_time: 0.016 memory: 5036 grad_norm: 6.7280 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.4107 loss: 2.4107 2022/06/26 15:58:21 - mmengine - INFO - Epoch(train) [99][760/3757] lr: 4.304e-03 eta: 22:26:00 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 7.9891 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.1951 loss: 2.1951 2022/06/26 15:58:26 - mmengine - INFO - Epoch(train) [99][780/3757] lr: 4.304e-03 eta: 22:25:54 time: 0.251 data_time: 0.009 memory: 5036 grad_norm: 7.4496 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8594 loss: 1.8594 2022/06/26 15:58:31 - mmengine - INFO - Epoch(train) [99][800/3757] lr: 4.304e-03 eta: 22:25:49 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 6.9346 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.5187 loss: 2.5187 2022/06/26 15:58:35 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 15:58:36 - mmengine - INFO - Epoch(train) [99][820/3757] lr: 4.304e-03 eta: 22:25:44 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 7.4563 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.4609 loss: 2.4609 2022/06/26 15:58:42 - mmengine - INFO - Epoch(train) [99][840/3757] lr: 4.304e-03 eta: 22:25:38 time: 0.285 data_time: 0.003 memory: 5036 grad_norm: 7.3006 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.8845 loss: 1.8845 2022/06/26 15:58:47 - mmengine - INFO - Epoch(train) [99][860/3757] lr: 4.304e-03 eta: 22:25:33 time: 0.253 data_time: 0.008 memory: 5036 grad_norm: 7.9798 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9932 loss: 1.9932 2022/06/26 15:58:52 - mmengine - INFO - Epoch(train) [99][880/3757] lr: 4.304e-03 eta: 22:25:28 time: 0.257 data_time: 0.011 memory: 5036 grad_norm: 8.2294 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.5117 loss: 2.5117 2022/06/26 15:58:58 - mmengine - INFO - Epoch(train) [99][900/3757] lr: 4.304e-03 eta: 22:25:23 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 7.6216 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.7683 loss: 2.7683 2022/06/26 15:59:03 - mmengine - INFO - Epoch(train) [99][920/3757] lr: 4.304e-03 eta: 22:25:18 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 7.2287 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3331 loss: 2.3331 2022/06/26 15:59:08 - mmengine - INFO - Epoch(train) [99][940/3757] lr: 4.304e-03 eta: 22:25:12 time: 0.250 data_time: 0.008 memory: 5036 grad_norm: 8.1755 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5272 loss: 2.5272 2022/06/26 15:59:13 - mmengine - INFO - Epoch(train) [99][960/3757] lr: 4.304e-03 eta: 22:25:07 time: 0.249 data_time: 0.010 memory: 5036 grad_norm: 8.5601 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5948 loss: 2.5948 2022/06/26 15:59:19 - mmengine - INFO - Epoch(train) [99][980/3757] lr: 4.304e-03 eta: 22:25:02 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 6.7379 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.1239 loss: 2.1239 2022/06/26 15:59:24 - mmengine - INFO - Epoch(train) [99][1000/3757] lr: 4.304e-03 eta: 22:24:56 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 6.6500 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0338 loss: 2.0338 2022/06/26 15:59:29 - mmengine - INFO - Epoch(train) [99][1020/3757] lr: 4.304e-03 eta: 22:24:51 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 6.4610 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2979 loss: 2.2979 2022/06/26 15:59:34 - mmengine - INFO - Epoch(train) [99][1040/3757] lr: 4.304e-03 eta: 22:24:46 time: 0.273 data_time: 0.003 memory: 5036 grad_norm: 8.0716 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2948 loss: 2.2948 2022/06/26 15:59:39 - mmengine - INFO - Epoch(train) [99][1060/3757] lr: 4.304e-03 eta: 22:24:40 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 8.2581 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.1527 loss: 2.1527 2022/06/26 15:59:45 - mmengine - INFO - Epoch(train) [99][1080/3757] lr: 4.304e-03 eta: 22:24:35 time: 0.264 data_time: 0.006 memory: 5036 grad_norm: 8.4664 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.2188 loss: 2.2188 2022/06/26 15:59:50 - mmengine - INFO - Epoch(train) [99][1100/3757] lr: 4.304e-03 eta: 22:24:30 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 8.0530 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.7088 loss: 2.7088 2022/06/26 15:59:55 - mmengine - INFO - Epoch(train) [99][1120/3757] lr: 4.304e-03 eta: 22:24:24 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 7.9556 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0958 loss: 2.0958 2022/06/26 16:00:00 - mmengine - INFO - Epoch(train) [99][1140/3757] lr: 4.304e-03 eta: 22:24:19 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 7.4114 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.7295 loss: 2.7295 2022/06/26 16:00:06 - mmengine - INFO - Epoch(train) [99][1160/3757] lr: 4.304e-03 eta: 22:24:14 time: 0.255 data_time: 0.008 memory: 5036 grad_norm: 7.4567 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1584 loss: 2.1584 2022/06/26 16:00:11 - mmengine - INFO - Epoch(train) [99][1180/3757] lr: 4.304e-03 eta: 22:24:09 time: 0.253 data_time: 0.010 memory: 5036 grad_norm: 6.5452 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.3507 loss: 2.3507 2022/06/26 16:00:16 - mmengine - INFO - Epoch(train) [99][1200/3757] lr: 4.304e-03 eta: 22:24:03 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 7.8100 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.0085 loss: 2.0085 2022/06/26 16:00:21 - mmengine - INFO - Epoch(train) [99][1220/3757] lr: 4.304e-03 eta: 22:23:58 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 7.3143 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4080 loss: 2.4080 2022/06/26 16:00:26 - mmengine - INFO - Epoch(train) [99][1240/3757] lr: 4.304e-03 eta: 22:23:53 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 7.9063 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1505 loss: 2.1505 2022/06/26 16:00:32 - mmengine - INFO - Epoch(train) [99][1260/3757] lr: 4.304e-03 eta: 22:23:47 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 7.0192 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9162 loss: 1.9162 2022/06/26 16:00:37 - mmengine - INFO - Epoch(train) [99][1280/3757] lr: 4.304e-03 eta: 22:23:42 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 6.8468 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2741 loss: 2.2741 2022/06/26 16:00:42 - mmengine - INFO - Epoch(train) [99][1300/3757] lr: 4.304e-03 eta: 22:23:37 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 8.5128 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.5415 loss: 2.5415 2022/06/26 16:00:48 - mmengine - INFO - Epoch(train) [99][1320/3757] lr: 4.304e-03 eta: 22:23:32 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 8.2832 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6943 loss: 2.6943 2022/06/26 16:00:53 - mmengine - INFO - Epoch(train) [99][1340/3757] lr: 4.304e-03 eta: 22:23:27 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.6649 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.1445 loss: 2.1445 2022/06/26 16:00:58 - mmengine - INFO - Epoch(train) [99][1360/3757] lr: 4.304e-03 eta: 22:23:21 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 7.9369 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.4052 loss: 2.4052 2022/06/26 16:01:04 - mmengine - INFO - Epoch(train) [99][1380/3757] lr: 4.304e-03 eta: 22:23:16 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 7.5228 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5743 loss: 2.5743 2022/06/26 16:01:09 - mmengine - INFO - Epoch(train) [99][1400/3757] lr: 4.304e-03 eta: 22:23:11 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 7.8454 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5675 loss: 2.5675 2022/06/26 16:01:14 - mmengine - INFO - Epoch(train) [99][1420/3757] lr: 4.304e-03 eta: 22:23:05 time: 0.255 data_time: 0.012 memory: 5036 grad_norm: 8.2437 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.3027 loss: 2.3027 2022/06/26 16:01:19 - mmengine - INFO - Epoch(train) [99][1440/3757] lr: 4.304e-03 eta: 22:23:00 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 7.3024 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4443 loss: 2.4443 2022/06/26 16:01:25 - mmengine - INFO - Epoch(train) [99][1460/3757] lr: 4.304e-03 eta: 22:22:55 time: 0.438 data_time: 0.006 memory: 5036 grad_norm: 7.7518 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.7406 loss: 2.7406 2022/06/26 16:01:30 - mmengine - INFO - Epoch(train) [99][1480/3757] lr: 4.304e-03 eta: 22:22:50 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 7.7854 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.5745 loss: 2.5745 2022/06/26 16:01:35 - mmengine - INFO - Epoch(train) [99][1500/3757] lr: 4.304e-03 eta: 22:22:44 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 7.9532 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.4540 loss: 2.4540 2022/06/26 16:01:40 - mmengine - INFO - Epoch(train) [99][1520/3757] lr: 4.304e-03 eta: 22:22:39 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 6.9525 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.3482 loss: 2.3482 2022/06/26 16:01:46 - mmengine - INFO - Epoch(train) [99][1540/3757] lr: 4.304e-03 eta: 22:22:34 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 7.2866 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.2811 loss: 2.2811 2022/06/26 16:01:51 - mmengine - INFO - Epoch(train) [99][1560/3757] lr: 4.304e-03 eta: 22:22:28 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 6.7517 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.2088 loss: 2.2088 2022/06/26 16:01:56 - mmengine - INFO - Epoch(train) [99][1580/3757] lr: 4.304e-03 eta: 22:22:23 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 8.2733 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 3.2536 loss: 3.2536 2022/06/26 16:02:01 - mmengine - INFO - Epoch(train) [99][1600/3757] lr: 4.304e-03 eta: 22:22:18 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 6.7969 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.1942 loss: 2.1942 2022/06/26 16:02:06 - mmengine - INFO - Epoch(train) [99][1620/3757] lr: 4.304e-03 eta: 22:22:13 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 7.3932 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1169 loss: 2.1169 2022/06/26 16:02:12 - mmengine - INFO - Epoch(train) [99][1640/3757] lr: 4.304e-03 eta: 22:22:07 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 7.8996 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.0826 loss: 2.0826 2022/06/26 16:02:17 - mmengine - INFO - Epoch(train) [99][1660/3757] lr: 4.304e-03 eta: 22:22:02 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 8.2964 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.1012 loss: 2.1012 2022/06/26 16:02:22 - mmengine - INFO - Epoch(train) [99][1680/3757] lr: 4.304e-03 eta: 22:21:57 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 7.5951 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2067 loss: 2.2067 2022/06/26 16:02:27 - mmengine - INFO - Epoch(train) [99][1700/3757] lr: 4.304e-03 eta: 22:21:51 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 9.2028 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0323 loss: 2.0323 2022/06/26 16:02:32 - mmengine - INFO - Epoch(train) [99][1720/3757] lr: 4.304e-03 eta: 22:21:46 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 6.4571 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.7807 loss: 1.7807 2022/06/26 16:02:38 - mmengine - INFO - Epoch(train) [99][1740/3757] lr: 4.304e-03 eta: 22:21:41 time: 0.270 data_time: 0.007 memory: 5036 grad_norm: 7.5880 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3501 loss: 2.3501 2022/06/26 16:02:43 - mmengine - INFO - Epoch(train) [99][1760/3757] lr: 4.304e-03 eta: 22:21:35 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 7.3545 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.1650 loss: 2.1650 2022/06/26 16:02:48 - mmengine - INFO - Epoch(train) [99][1780/3757] lr: 4.304e-03 eta: 22:21:30 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 8.1216 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.5398 loss: 2.5398 2022/06/26 16:02:53 - mmengine - INFO - Epoch(train) [99][1800/3757] lr: 4.304e-03 eta: 22:21:25 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 7.2860 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6907 loss: 2.6907 2022/06/26 16:02:57 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 16:02:59 - mmengine - INFO - Epoch(train) [99][1820/3757] lr: 4.304e-03 eta: 22:21:20 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 7.2256 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.3628 loss: 2.3628 2022/06/26 16:03:04 - mmengine - INFO - Epoch(train) [99][1840/3757] lr: 4.304e-03 eta: 22:21:14 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 6.8500 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5124 loss: 2.5124 2022/06/26 16:03:10 - mmengine - INFO - Epoch(train) [99][1860/3757] lr: 4.304e-03 eta: 22:21:09 time: 0.256 data_time: 0.004 memory: 5036 grad_norm: 7.7316 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0348 loss: 2.0348 2022/06/26 16:03:15 - mmengine - INFO - Epoch(train) [99][1880/3757] lr: 4.304e-03 eta: 22:21:04 time: 0.407 data_time: 0.153 memory: 5036 grad_norm: 7.4755 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0116 loss: 2.0116 2022/06/26 16:03:20 - mmengine - INFO - Epoch(train) [99][1900/3757] lr: 4.304e-03 eta: 22:20:59 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.0476 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.2338 loss: 2.2338 2022/06/26 16:03:25 - mmengine - INFO - Epoch(train) [99][1920/3757] lr: 4.304e-03 eta: 22:20:54 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 6.8706 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3293 loss: 2.3293 2022/06/26 16:03:31 - mmengine - INFO - Epoch(train) [99][1940/3757] lr: 4.304e-03 eta: 22:20:48 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.2341 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1426 loss: 2.1426 2022/06/26 16:03:36 - mmengine - INFO - Epoch(train) [99][1960/3757] lr: 4.304e-03 eta: 22:20:43 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 7.5145 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.4710 loss: 2.4710 2022/06/26 16:03:41 - mmengine - INFO - Epoch(train) [99][1980/3757] lr: 4.304e-03 eta: 22:20:38 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 7.8019 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1658 loss: 2.1658 2022/06/26 16:03:46 - mmengine - INFO - Epoch(train) [99][2000/3757] lr: 4.304e-03 eta: 22:20:32 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 7.3115 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.3078 loss: 2.3078 2022/06/26 16:03:51 - mmengine - INFO - Epoch(train) [99][2020/3757] lr: 4.304e-03 eta: 22:20:27 time: 0.255 data_time: 0.010 memory: 5036 grad_norm: 8.5294 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.2207 loss: 2.2207 2022/06/26 16:03:57 - mmengine - INFO - Epoch(train) [99][2040/3757] lr: 4.304e-03 eta: 22:20:22 time: 0.250 data_time: 0.010 memory: 5036 grad_norm: 7.4416 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4171 loss: 2.4171 2022/06/26 16:04:02 - mmengine - INFO - Epoch(train) [99][2060/3757] lr: 4.304e-03 eta: 22:20:16 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 7.1087 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.0492 loss: 2.0492 2022/06/26 16:04:07 - mmengine - INFO - Epoch(train) [99][2080/3757] lr: 4.304e-03 eta: 22:20:11 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 7.4373 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.2070 loss: 2.2070 2022/06/26 16:04:12 - mmengine - INFO - Epoch(train) [99][2100/3757] lr: 4.304e-03 eta: 22:20:06 time: 0.253 data_time: 0.011 memory: 5036 grad_norm: 8.3681 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.3665 loss: 2.3665 2022/06/26 16:04:17 - mmengine - INFO - Epoch(train) [99][2120/3757] lr: 4.304e-03 eta: 22:20:00 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 7.2466 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.2564 loss: 2.2564 2022/06/26 16:04:23 - mmengine - INFO - Epoch(train) [99][2140/3757] lr: 4.304e-03 eta: 22:19:55 time: 0.256 data_time: 0.013 memory: 5036 grad_norm: 7.2263 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2160 loss: 2.2160 2022/06/26 16:04:28 - mmengine - INFO - Epoch(train) [99][2160/3757] lr: 4.304e-03 eta: 22:19:50 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 8.6485 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3787 loss: 2.3787 2022/06/26 16:04:33 - mmengine - INFO - Epoch(train) [99][2180/3757] lr: 4.304e-03 eta: 22:19:44 time: 0.251 data_time: 0.009 memory: 5036 grad_norm: 7.0851 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2629 loss: 2.2629 2022/06/26 16:04:38 - mmengine - INFO - Epoch(train) [99][2200/3757] lr: 4.304e-03 eta: 22:19:39 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 8.1890 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4059 loss: 2.4059 2022/06/26 16:04:43 - mmengine - INFO - Epoch(train) [99][2220/3757] lr: 4.304e-03 eta: 22:19:34 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 8.1663 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3747 loss: 2.3747 2022/06/26 16:04:49 - mmengine - INFO - Epoch(train) [99][2240/3757] lr: 4.304e-03 eta: 22:19:29 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 8.1400 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.5812 loss: 2.5812 2022/06/26 16:04:54 - mmengine - INFO - Epoch(train) [99][2260/3757] lr: 4.304e-03 eta: 22:19:23 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 7.3287 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5334 loss: 2.5334 2022/06/26 16:04:59 - mmengine - INFO - Epoch(train) [99][2280/3757] lr: 4.304e-03 eta: 22:19:18 time: 0.256 data_time: 0.012 memory: 5036 grad_norm: 7.1784 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8118 loss: 1.8118 2022/06/26 16:05:05 - mmengine - INFO - Epoch(train) [99][2300/3757] lr: 4.304e-03 eta: 22:19:13 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.8888 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.3533 loss: 2.3533 2022/06/26 16:05:10 - mmengine - INFO - Epoch(train) [99][2320/3757] lr: 4.304e-03 eta: 22:19:08 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 8.0862 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.2275 loss: 2.2275 2022/06/26 16:05:15 - mmengine - INFO - Epoch(train) [99][2340/3757] lr: 4.304e-03 eta: 22:19:02 time: 0.449 data_time: 0.198 memory: 5036 grad_norm: 7.9463 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0823 loss: 2.0823 2022/06/26 16:05:20 - mmengine - INFO - Epoch(train) [99][2360/3757] lr: 4.304e-03 eta: 22:18:57 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 7.5219 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2298 loss: 2.2298 2022/06/26 16:05:26 - mmengine - INFO - Epoch(train) [99][2380/3757] lr: 4.304e-03 eta: 22:18:52 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 9.1487 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.2317 loss: 2.2317 2022/06/26 16:05:31 - mmengine - INFO - Epoch(train) [99][2400/3757] lr: 4.304e-03 eta: 22:18:47 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 8.8223 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0484 loss: 2.0484 2022/06/26 16:05:36 - mmengine - INFO - Epoch(train) [99][2420/3757] lr: 4.304e-03 eta: 22:18:41 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 7.6693 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3060 loss: 2.3060 2022/06/26 16:05:42 - mmengine - INFO - Epoch(train) [99][2440/3757] lr: 4.304e-03 eta: 22:18:36 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 7.4599 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3278 loss: 2.3278 2022/06/26 16:05:47 - mmengine - INFO - Epoch(train) [99][2460/3757] lr: 4.304e-03 eta: 22:18:31 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 7.2885 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0836 loss: 2.0836 2022/06/26 16:05:52 - mmengine - INFO - Epoch(train) [99][2480/3757] lr: 4.304e-03 eta: 22:18:25 time: 0.254 data_time: 0.008 memory: 5036 grad_norm: 6.6503 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4032 loss: 2.4032 2022/06/26 16:05:57 - mmengine - INFO - Epoch(train) [99][2500/3757] lr: 4.304e-03 eta: 22:18:20 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 7.5769 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.4007 loss: 2.4007 2022/06/26 16:06:02 - mmengine - INFO - Epoch(train) [99][2520/3757] lr: 4.304e-03 eta: 22:18:15 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 7.2907 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.4604 loss: 2.4604 2022/06/26 16:06:08 - mmengine - INFO - Epoch(train) [99][2540/3757] lr: 4.304e-03 eta: 22:18:10 time: 0.267 data_time: 0.003 memory: 5036 grad_norm: 8.1173 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.5853 loss: 2.5853 2022/06/26 16:06:13 - mmengine - INFO - Epoch(train) [99][2560/3757] lr: 4.304e-03 eta: 22:18:04 time: 0.256 data_time: 0.012 memory: 5036 grad_norm: 7.3951 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9463 loss: 1.9463 2022/06/26 16:06:18 - mmengine - INFO - Epoch(train) [99][2580/3757] lr: 4.304e-03 eta: 22:17:59 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 7.5280 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.4619 loss: 2.4619 2022/06/26 16:06:23 - mmengine - INFO - Epoch(train) [99][2600/3757] lr: 4.304e-03 eta: 22:17:54 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.4190 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.4234 loss: 2.4234 2022/06/26 16:06:29 - mmengine - INFO - Epoch(train) [99][2620/3757] lr: 4.304e-03 eta: 22:17:49 time: 0.250 data_time: 0.007 memory: 5036 grad_norm: 8.7096 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2579 loss: 2.2579 2022/06/26 16:06:34 - mmengine - INFO - Epoch(train) [99][2640/3757] lr: 4.304e-03 eta: 22:17:43 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 7.4726 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2489 loss: 2.2489 2022/06/26 16:06:39 - mmengine - INFO - Epoch(train) [99][2660/3757] lr: 4.304e-03 eta: 22:17:38 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 7.4022 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9769 loss: 1.9769 2022/06/26 16:06:44 - mmengine - INFO - Epoch(train) [99][2680/3757] lr: 4.304e-03 eta: 22:17:33 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 7.4576 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.7688 loss: 2.7688 2022/06/26 16:06:50 - mmengine - INFO - Epoch(train) [99][2700/3757] lr: 4.304e-03 eta: 22:17:27 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 6.8035 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5281 loss: 2.5281 2022/06/26 16:06:55 - mmengine - INFO - Epoch(train) [99][2720/3757] lr: 4.304e-03 eta: 22:17:22 time: 0.264 data_time: 0.006 memory: 5036 grad_norm: 7.7980 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 2.2133 loss: 2.2133 2022/06/26 16:07:00 - mmengine - INFO - Epoch(train) [99][2740/3757] lr: 4.304e-03 eta: 22:17:17 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 7.7805 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6155 loss: 2.6155 2022/06/26 16:07:05 - mmengine - INFO - Epoch(train) [99][2760/3757] lr: 4.304e-03 eta: 22:17:12 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 9.1091 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2834 loss: 2.2834 2022/06/26 16:07:11 - mmengine - INFO - Epoch(train) [99][2780/3757] lr: 4.304e-03 eta: 22:17:06 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 7.9128 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.0835 loss: 2.0835 2022/06/26 16:07:16 - mmengine - INFO - Epoch(train) [99][2800/3757] lr: 4.304e-03 eta: 22:17:01 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 6.7161 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.5024 loss: 2.5024 2022/06/26 16:07:20 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 16:07:21 - mmengine - INFO - Epoch(train) [99][2820/3757] lr: 4.304e-03 eta: 22:16:56 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 7.4530 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.3385 loss: 2.3385 2022/06/26 16:07:26 - mmengine - INFO - Epoch(train) [99][2840/3757] lr: 4.304e-03 eta: 22:16:50 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 7.0207 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1857 loss: 2.1857 2022/06/26 16:07:31 - mmengine - INFO - Epoch(train) [99][2860/3757] lr: 4.304e-03 eta: 22:16:45 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 7.1553 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7378 loss: 2.7378 2022/06/26 16:07:37 - mmengine - INFO - Epoch(train) [99][2880/3757] lr: 4.304e-03 eta: 22:16:40 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 7.9767 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3682 loss: 2.3682 2022/06/26 16:07:42 - mmengine - INFO - Epoch(train) [99][2900/3757] lr: 4.304e-03 eta: 22:16:34 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 7.8834 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1533 loss: 2.1533 2022/06/26 16:07:47 - mmengine - INFO - Epoch(train) [99][2920/3757] lr: 4.304e-03 eta: 22:16:29 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 7.8478 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1692 loss: 2.1692 2022/06/26 16:07:52 - mmengine - INFO - Epoch(train) [99][2940/3757] lr: 4.304e-03 eta: 22:16:24 time: 0.262 data_time: 0.008 memory: 5036 grad_norm: 6.2358 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.2055 loss: 2.2055 2022/06/26 16:07:58 - mmengine - INFO - Epoch(train) [99][2960/3757] lr: 4.304e-03 eta: 22:16:19 time: 0.250 data_time: 0.007 memory: 5036 grad_norm: 8.6540 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7012 loss: 2.7012 2022/06/26 16:08:03 - mmengine - INFO - Epoch(train) [99][2980/3757] lr: 4.304e-03 eta: 22:16:13 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 7.9393 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4907 loss: 2.4907 2022/06/26 16:08:08 - mmengine - INFO - Epoch(train) [99][3000/3757] lr: 4.304e-03 eta: 22:16:08 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 6.0501 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5778 loss: 2.5778 2022/06/26 16:08:13 - mmengine - INFO - Epoch(train) [99][3020/3757] lr: 4.304e-03 eta: 22:16:03 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 7.4730 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2340 loss: 2.2340 2022/06/26 16:08:19 - mmengine - INFO - Epoch(train) [99][3040/3757] lr: 4.304e-03 eta: 22:15:57 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 7.8613 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1036 loss: 2.1036 2022/06/26 16:08:24 - mmengine - INFO - Epoch(train) [99][3060/3757] lr: 4.304e-03 eta: 22:15:52 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 7.1346 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5546 loss: 2.5546 2022/06/26 16:08:29 - mmengine - INFO - Epoch(train) [99][3080/3757] lr: 4.304e-03 eta: 22:15:47 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 7.7131 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1753 loss: 2.1753 2022/06/26 16:08:35 - mmengine - INFO - Epoch(train) [99][3100/3757] lr: 4.304e-03 eta: 22:15:42 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.0211 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4976 loss: 2.4976 2022/06/26 16:08:40 - mmengine - INFO - Epoch(train) [99][3120/3757] lr: 4.304e-03 eta: 22:15:36 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 7.6505 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2802 loss: 2.2802 2022/06/26 16:08:45 - mmengine - INFO - Epoch(train) [99][3140/3757] lr: 4.304e-03 eta: 22:15:32 time: 0.632 data_time: 0.007 memory: 5036 grad_norm: 6.9427 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.2506 loss: 2.2506 2022/06/26 16:08:51 - mmengine - INFO - Epoch(train) [99][3160/3757] lr: 4.304e-03 eta: 22:15:26 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 7.8496 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4861 loss: 2.4861 2022/06/26 16:08:56 - mmengine - INFO - Epoch(train) [99][3180/3757] lr: 4.304e-03 eta: 22:15:21 time: 0.251 data_time: 0.009 memory: 5036 grad_norm: 8.9973 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7463 loss: 2.7463 2022/06/26 16:09:01 - mmengine - INFO - Epoch(train) [99][3200/3757] lr: 4.304e-03 eta: 22:15:16 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 7.0819 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0932 loss: 2.0932 2022/06/26 16:09:07 - mmengine - INFO - Epoch(train) [99][3220/3757] lr: 4.304e-03 eta: 22:15:10 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 7.9587 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4688 loss: 2.4688 2022/06/26 16:09:12 - mmengine - INFO - Epoch(train) [99][3240/3757] lr: 4.304e-03 eta: 22:15:05 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 7.8692 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2043 loss: 2.2043 2022/06/26 16:09:17 - mmengine - INFO - Epoch(train) [99][3260/3757] lr: 4.304e-03 eta: 22:15:00 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 7.5160 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.2347 loss: 2.2347 2022/06/26 16:09:22 - mmengine - INFO - Epoch(train) [99][3280/3757] lr: 4.304e-03 eta: 22:14:54 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 7.3489 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0233 loss: 2.0233 2022/06/26 16:09:27 - mmengine - INFO - Epoch(train) [99][3300/3757] lr: 4.304e-03 eta: 22:14:49 time: 0.260 data_time: 0.010 memory: 5036 grad_norm: 7.2557 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.6825 loss: 2.6825 2022/06/26 16:09:33 - mmengine - INFO - Epoch(train) [99][3320/3757] lr: 4.304e-03 eta: 22:14:44 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 6.2989 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.0557 loss: 2.0557 2022/06/26 16:09:38 - mmengine - INFO - Epoch(train) [99][3340/3757] lr: 4.304e-03 eta: 22:14:39 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 8.5923 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.9799 loss: 1.9799 2022/06/26 16:09:43 - mmengine - INFO - Epoch(train) [99][3360/3757] lr: 4.304e-03 eta: 22:14:33 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 8.1784 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6242 loss: 2.6242 2022/06/26 16:09:49 - mmengine - INFO - Epoch(train) [99][3380/3757] lr: 4.304e-03 eta: 22:14:28 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 8.6663 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.4020 loss: 2.4020 2022/06/26 16:09:54 - mmengine - INFO - Epoch(train) [99][3400/3757] lr: 4.304e-03 eta: 22:14:23 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 8.4558 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.5304 loss: 2.5304 2022/06/26 16:09:59 - mmengine - INFO - Epoch(train) [99][3420/3757] lr: 4.304e-03 eta: 22:14:18 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 8.8038 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6350 loss: 2.6350 2022/06/26 16:10:04 - mmengine - INFO - Epoch(train) [99][3440/3757] lr: 4.304e-03 eta: 22:14:12 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 8.2388 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2517 loss: 2.2517 2022/06/26 16:10:09 - mmengine - INFO - Epoch(train) [99][3460/3757] lr: 4.304e-03 eta: 22:14:07 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 7.7699 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2370 loss: 2.2370 2022/06/26 16:10:14 - mmengine - INFO - Epoch(train) [99][3480/3757] lr: 4.304e-03 eta: 22:14:02 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 7.6394 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.8325 loss: 2.8325 2022/06/26 16:10:20 - mmengine - INFO - Epoch(train) [99][3500/3757] lr: 4.304e-03 eta: 22:13:56 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 7.3013 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5278 loss: 2.5278 2022/06/26 16:10:25 - mmengine - INFO - Epoch(train) [99][3520/3757] lr: 4.304e-03 eta: 22:13:51 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.0819 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.2825 loss: 2.2825 2022/06/26 16:10:30 - mmengine - INFO - Epoch(train) [99][3540/3757] lr: 4.304e-03 eta: 22:13:46 time: 0.264 data_time: 0.006 memory: 5036 grad_norm: 8.0298 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.2776 loss: 2.2776 2022/06/26 16:10:35 - mmengine - INFO - Epoch(train) [99][3560/3757] lr: 4.304e-03 eta: 22:13:40 time: 0.286 data_time: 0.006 memory: 5036 grad_norm: 7.7168 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 2.1105 loss: 2.1105 2022/06/26 16:10:40 - mmengine - INFO - Epoch(train) [99][3580/3757] lr: 4.304e-03 eta: 22:13:35 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 7.4257 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.0029 loss: 2.0029 2022/06/26 16:10:46 - mmengine - INFO - Epoch(train) [99][3600/3757] lr: 4.304e-03 eta: 22:13:30 time: 0.276 data_time: 0.006 memory: 5036 grad_norm: 8.0024 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1213 loss: 2.1213 2022/06/26 16:10:51 - mmengine - INFO - Epoch(train) [99][3620/3757] lr: 4.304e-03 eta: 22:13:24 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 7.5693 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.3545 loss: 2.3545 2022/06/26 16:10:56 - mmengine - INFO - Epoch(train) [99][3640/3757] lr: 4.304e-03 eta: 22:13:19 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 6.9235 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.4570 loss: 2.4570 2022/06/26 16:11:01 - mmengine - INFO - Epoch(train) [99][3660/3757] lr: 4.304e-03 eta: 22:13:14 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 8.5089 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5176 loss: 2.5176 2022/06/26 16:11:07 - mmengine - INFO - Epoch(train) [99][3680/3757] lr: 4.304e-03 eta: 22:13:09 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 8.1928 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4219 loss: 2.4219 2022/06/26 16:11:12 - mmengine - INFO - Epoch(train) [99][3700/3757] lr: 4.304e-03 eta: 22:13:03 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 7.3487 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1662 loss: 2.1662 2022/06/26 16:11:17 - mmengine - INFO - Epoch(train) [99][3720/3757] lr: 4.304e-03 eta: 22:12:58 time: 0.258 data_time: 0.008 memory: 5036 grad_norm: 8.2453 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.4094 loss: 2.4094 2022/06/26 16:11:22 - mmengine - INFO - Epoch(train) [99][3740/3757] lr: 4.304e-03 eta: 22:12:53 time: 0.241 data_time: 0.008 memory: 5036 grad_norm: 7.8568 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1643 loss: 2.1643 2022/06/26 16:11:27 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 16:11:27 - mmengine - INFO - Saving checkpoint at 99 epochs 2022/06/26 16:11:40 - mmengine - INFO - Epoch(val) [99][20/310] eta: 0:01:43 time: 0.114 data_time: 0.013 memory: 5036 2022/06/26 16:11:44 - mmengine - INFO - Epoch(val) [99][40/310] eta: 0:01:24 time: 0.106 data_time: 0.004 memory: 1723 2022/06/26 16:11:49 - mmengine - INFO - Epoch(val) [99][60/310] eta: 0:00:38 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 16:11:54 - mmengine - INFO - Epoch(val) [99][80/310] eta: 0:00:24 time: 0.103 data_time: 0.002 memory: 1723 2022/06/26 16:12:01 - mmengine - INFO - Epoch(val) [99][100/310] eta: 0:01:05 time: 0.106 data_time: 0.001 memory: 1723 2022/06/26 16:12:06 - mmengine - INFO - Epoch(val) [99][120/310] eta: 0:01:13 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 16:12:10 - mmengine - INFO - Epoch(val) [99][140/310] eta: 0:00:25 time: 0.108 data_time: 0.002 memory: 1723 2022/06/26 16:12:15 - mmengine - INFO - Epoch(val) [99][160/310] eta: 0:00:15 time: 0.106 data_time: 0.002 memory: 1723 2022/06/26 16:12:21 - mmengine - INFO - Epoch(val) [99][180/310] eta: 0:00:41 time: 0.109 data_time: 0.002 memory: 1723 2022/06/26 16:12:26 - mmengine - INFO - Epoch(val) [99][200/310] eta: 0:00:39 time: 0.103 data_time: 0.002 memory: 1723 2022/06/26 16:12:31 - mmengine - INFO - Epoch(val) [99][220/310] eta: 0:00:12 time: 0.103 data_time: 0.002 memory: 1723 2022/06/26 16:12:36 - mmengine - INFO - Epoch(val) [99][240/310] eta: 0:00:07 time: 0.109 data_time: 0.001 memory: 1723 2022/06/26 16:12:43 - mmengine - INFO - Epoch(val) [99][260/310] eta: 0:00:18 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 16:12:47 - mmengine - INFO - Epoch(val) [99][280/310] eta: 0:00:08 time: 0.109 data_time: 0.001 memory: 1723 2022/06/26 16:12:49 - mmengine - INFO - Epoch(val) [99][300/310] eta: 0:00:01 time: 0.102 data_time: 0.001 memory: 1723 2022/06/26 16:12:51 - mmengine - INFO - Epoch(val) [99][310/310] acc/top1: 0.5367 acc/top5: 0.7765 acc/mean1: 0.5367 2022/06/26 16:13:01 - mmengine - INFO - Epoch(train) [100][20/3757] lr: 4.218e-03 eta: 22:12:45 time: 0.263 data_time: 0.012 memory: 5036 grad_norm: 6.8023 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.9892 loss: 1.9892 2022/06/26 16:13:06 - mmengine - INFO - Epoch(train) [100][40/3757] lr: 4.218e-03 eta: 22:12:40 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 7.2851 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.1589 loss: 2.1589 2022/06/26 16:13:11 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 16:13:11 - mmengine - INFO - Epoch(train) [100][60/3757] lr: 4.218e-03 eta: 22:12:34 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 8.7813 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0603 loss: 2.0603 2022/06/26 16:13:17 - mmengine - INFO - Epoch(train) [100][80/3757] lr: 4.218e-03 eta: 22:12:29 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 7.8229 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5522 loss: 2.5522 2022/06/26 16:13:22 - mmengine - INFO - Epoch(train) [100][100/3757] lr: 4.218e-03 eta: 22:12:24 time: 0.266 data_time: 0.003 memory: 5036 grad_norm: 8.3047 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4661 loss: 2.4661 2022/06/26 16:13:27 - mmengine - INFO - Epoch(train) [100][120/3757] lr: 4.218e-03 eta: 22:12:19 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 7.0961 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.5720 loss: 2.5720 2022/06/26 16:13:33 - mmengine - INFO - Epoch(train) [100][140/3757] lr: 4.218e-03 eta: 22:12:13 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 6.5265 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.2383 loss: 2.2383 2022/06/26 16:13:38 - mmengine - INFO - Epoch(train) [100][160/3757] lr: 4.218e-03 eta: 22:12:08 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 8.9206 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6790 loss: 2.6790 2022/06/26 16:13:43 - mmengine - INFO - Epoch(train) [100][180/3757] lr: 4.218e-03 eta: 22:12:03 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 8.2620 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.5831 loss: 2.5831 2022/06/26 16:13:49 - mmengine - INFO - Epoch(train) [100][200/3757] lr: 4.218e-03 eta: 22:11:58 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 7.2163 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2909 loss: 2.2909 2022/06/26 16:13:54 - mmengine - INFO - Epoch(train) [100][220/3757] lr: 4.218e-03 eta: 22:11:52 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 7.7551 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.3054 loss: 2.3054 2022/06/26 16:13:59 - mmengine - INFO - Epoch(train) [100][240/3757] lr: 4.218e-03 eta: 22:11:47 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 7.2395 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7885 loss: 2.7885 2022/06/26 16:14:04 - mmengine - INFO - Epoch(train) [100][260/3757] lr: 4.218e-03 eta: 22:11:42 time: 0.266 data_time: 0.003 memory: 5036 grad_norm: 6.9480 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.9858 loss: 1.9858 2022/06/26 16:14:10 - mmengine - INFO - Epoch(train) [100][280/3757] lr: 4.218e-03 eta: 22:11:37 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 8.6086 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.1862 loss: 2.1862 2022/06/26 16:14:15 - mmengine - INFO - Epoch(train) [100][300/3757] lr: 4.218e-03 eta: 22:11:32 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 8.3823 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2451 loss: 2.2451 2022/06/26 16:14:20 - mmengine - INFO - Epoch(train) [100][320/3757] lr: 4.218e-03 eta: 22:11:26 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 6.1943 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2498 loss: 2.2498 2022/06/26 16:14:26 - mmengine - INFO - Epoch(train) [100][340/3757] lr: 4.218e-03 eta: 22:11:21 time: 0.308 data_time: 0.006 memory: 5036 grad_norm: 7.9783 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3416 loss: 2.3416 2022/06/26 16:14:31 - mmengine - INFO - Epoch(train) [100][360/3757] lr: 4.218e-03 eta: 22:11:16 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 8.5406 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.2793 loss: 2.2793 2022/06/26 16:14:36 - mmengine - INFO - Epoch(train) [100][380/3757] lr: 4.218e-03 eta: 22:11:11 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 7.2492 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3579 loss: 2.3579 2022/06/26 16:14:42 - mmengine - INFO - Epoch(train) [100][400/3757] lr: 4.218e-03 eta: 22:11:05 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 8.3140 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.8719 loss: 1.8719 2022/06/26 16:14:47 - mmengine - INFO - Epoch(train) [100][420/3757] lr: 4.218e-03 eta: 22:11:00 time: 0.277 data_time: 0.003 memory: 5036 grad_norm: 8.2263 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.3735 loss: 2.3735 2022/06/26 16:14:52 - mmengine - INFO - Epoch(train) [100][440/3757] lr: 4.218e-03 eta: 22:10:55 time: 0.251 data_time: 0.004 memory: 5036 grad_norm: 7.5578 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.4771 loss: 2.4771 2022/06/26 16:14:57 - mmengine - INFO - Epoch(train) [100][460/3757] lr: 4.218e-03 eta: 22:10:50 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 7.3175 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3119 loss: 2.3119 2022/06/26 16:15:03 - mmengine - INFO - Epoch(train) [100][480/3757] lr: 4.218e-03 eta: 22:10:44 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 8.3092 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0983 loss: 2.0983 2022/06/26 16:15:08 - mmengine - INFO - Epoch(train) [100][500/3757] lr: 4.218e-03 eta: 22:10:39 time: 0.279 data_time: 0.003 memory: 5036 grad_norm: 7.6032 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2252 loss: 2.2252 2022/06/26 16:15:13 - mmengine - INFO - Epoch(train) [100][520/3757] lr: 4.218e-03 eta: 22:10:34 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 7.1687 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.9524 loss: 1.9524 2022/06/26 16:15:18 - mmengine - INFO - Epoch(train) [100][540/3757] lr: 4.218e-03 eta: 22:10:29 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 8.4158 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.8031 loss: 2.8031 2022/06/26 16:15:24 - mmengine - INFO - Epoch(train) [100][560/3757] lr: 4.218e-03 eta: 22:10:23 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 7.5244 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7030 loss: 1.7030 2022/06/26 16:15:29 - mmengine - INFO - Epoch(train) [100][580/3757] lr: 4.218e-03 eta: 22:10:18 time: 0.268 data_time: 0.003 memory: 5036 grad_norm: 7.6442 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.3913 loss: 2.3913 2022/06/26 16:15:34 - mmengine - INFO - Epoch(train) [100][600/3757] lr: 4.218e-03 eta: 22:10:13 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.5666 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7767 loss: 1.7767 2022/06/26 16:15:39 - mmengine - INFO - Epoch(train) [100][620/3757] lr: 4.218e-03 eta: 22:10:07 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 6.8428 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.2542 loss: 2.2542 2022/06/26 16:15:45 - mmengine - INFO - Epoch(train) [100][640/3757] lr: 4.218e-03 eta: 22:10:02 time: 0.251 data_time: 0.007 memory: 5036 grad_norm: 7.9235 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1354 loss: 2.1354 2022/06/26 16:15:50 - mmengine - INFO - Epoch(train) [100][660/3757] lr: 4.218e-03 eta: 22:09:57 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 8.0437 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.1440 loss: 2.1440 2022/06/26 16:15:55 - mmengine - INFO - Epoch(train) [100][680/3757] lr: 4.218e-03 eta: 22:09:52 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 6.9132 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9593 loss: 1.9593 2022/06/26 16:16:01 - mmengine - INFO - Epoch(train) [100][700/3757] lr: 4.218e-03 eta: 22:09:47 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 6.9898 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3744 loss: 2.3744 2022/06/26 16:16:06 - mmengine - INFO - Epoch(train) [100][720/3757] lr: 4.218e-03 eta: 22:09:41 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 8.6456 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.1210 loss: 2.1210 2022/06/26 16:16:11 - mmengine - INFO - Epoch(train) [100][740/3757] lr: 4.218e-03 eta: 22:09:36 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 7.4934 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4035 loss: 2.4035 2022/06/26 16:16:16 - mmengine - INFO - Epoch(train) [100][760/3757] lr: 4.218e-03 eta: 22:09:31 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 7.7309 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.4136 loss: 2.4136 2022/06/26 16:16:22 - mmengine - INFO - Epoch(train) [100][780/3757] lr: 4.218e-03 eta: 22:09:25 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 7.1033 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0037 loss: 2.0037 2022/06/26 16:16:27 - mmengine - INFO - Epoch(train) [100][800/3757] lr: 4.218e-03 eta: 22:09:20 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 8.6032 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0346 loss: 2.0346 2022/06/26 16:16:32 - mmengine - INFO - Epoch(train) [100][820/3757] lr: 4.218e-03 eta: 22:09:15 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 7.6959 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.3336 loss: 2.3336 2022/06/26 16:16:37 - mmengine - INFO - Epoch(train) [100][840/3757] lr: 4.218e-03 eta: 22:09:10 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 7.7578 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0612 loss: 2.0612 2022/06/26 16:16:43 - mmengine - INFO - Epoch(train) [100][860/3757] lr: 4.218e-03 eta: 22:09:04 time: 0.265 data_time: 0.009 memory: 5036 grad_norm: 7.1966 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2517 loss: 2.2517 2022/06/26 16:16:48 - mmengine - INFO - Epoch(train) [100][880/3757] lr: 4.218e-03 eta: 22:08:59 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 6.5216 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0811 loss: 2.0811 2022/06/26 16:16:53 - mmengine - INFO - Epoch(train) [100][900/3757] lr: 4.218e-03 eta: 22:08:54 time: 0.255 data_time: 0.013 memory: 5036 grad_norm: 6.6635 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.3245 loss: 2.3245 2022/06/26 16:16:58 - mmengine - INFO - Epoch(train) [100][920/3757] lr: 4.218e-03 eta: 22:08:48 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 7.2952 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.4224 loss: 2.4224 2022/06/26 16:17:03 - mmengine - INFO - Epoch(train) [100][940/3757] lr: 4.218e-03 eta: 22:08:43 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 8.1343 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8972 loss: 1.8972 2022/06/26 16:17:09 - mmengine - INFO - Epoch(train) [100][960/3757] lr: 4.218e-03 eta: 22:08:38 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 7.5122 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7968 loss: 2.7968 2022/06/26 16:17:14 - mmengine - INFO - Epoch(train) [100][980/3757] lr: 4.218e-03 eta: 22:08:33 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 8.1641 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7204 loss: 2.7204 2022/06/26 16:17:19 - mmengine - INFO - Epoch(train) [100][1000/3757] lr: 4.218e-03 eta: 22:08:27 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 8.7479 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4819 loss: 2.4819 2022/06/26 16:17:25 - mmengine - INFO - Epoch(train) [100][1020/3757] lr: 4.218e-03 eta: 22:08:22 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 9.0696 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.5404 loss: 2.5404 2022/06/26 16:17:30 - mmengine - INFO - Epoch(train) [100][1040/3757] lr: 4.218e-03 eta: 22:08:17 time: 0.256 data_time: 0.013 memory: 5036 grad_norm: 8.4589 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8425 loss: 1.8425 2022/06/26 16:17:34 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 16:17:35 - mmengine - INFO - Epoch(train) [100][1060/3757] lr: 4.218e-03 eta: 22:08:11 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 7.1647 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1762 loss: 2.1762 2022/06/26 16:17:40 - mmengine - INFO - Epoch(train) [100][1080/3757] lr: 4.218e-03 eta: 22:08:06 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 8.5245 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.2012 loss: 2.2012 2022/06/26 16:17:46 - mmengine - INFO - Epoch(train) [100][1100/3757] lr: 4.218e-03 eta: 22:08:01 time: 0.267 data_time: 0.008 memory: 5036 grad_norm: 8.1671 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 2.3216 loss: 2.3216 2022/06/26 16:17:51 - mmengine - INFO - Epoch(train) [100][1120/3757] lr: 4.218e-03 eta: 22:07:56 time: 0.268 data_time: 0.009 memory: 5036 grad_norm: 8.2880 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2378 loss: 2.2378 2022/06/26 16:17:56 - mmengine - INFO - Epoch(train) [100][1140/3757] lr: 4.218e-03 eta: 22:07:50 time: 0.395 data_time: 0.006 memory: 5036 grad_norm: 7.6889 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2338 loss: 2.2338 2022/06/26 16:18:01 - mmengine - INFO - Epoch(train) [100][1160/3757] lr: 4.218e-03 eta: 22:07:45 time: 0.255 data_time: 0.011 memory: 5036 grad_norm: 7.4777 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.1195 loss: 2.1195 2022/06/26 16:18:07 - mmengine - INFO - Epoch(train) [100][1180/3757] lr: 4.218e-03 eta: 22:07:40 time: 0.253 data_time: 0.008 memory: 5036 grad_norm: 8.2458 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3785 loss: 2.3785 2022/06/26 16:18:12 - mmengine - INFO - Epoch(train) [100][1200/3757] lr: 4.218e-03 eta: 22:07:34 time: 0.252 data_time: 0.008 memory: 5036 grad_norm: 7.0105 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.1584 loss: 2.1584 2022/06/26 16:18:17 - mmengine - INFO - Epoch(train) [100][1220/3757] lr: 4.218e-03 eta: 22:07:29 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 6.8941 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 1.9006 loss: 1.9006 2022/06/26 16:18:22 - mmengine - INFO - Epoch(train) [100][1240/3757] lr: 4.218e-03 eta: 22:07:24 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 8.5297 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3044 loss: 2.3044 2022/06/26 16:18:28 - mmengine - INFO - Epoch(train) [100][1260/3757] lr: 4.218e-03 eta: 22:07:19 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.1528 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.2339 loss: 2.2339 2022/06/26 16:18:33 - mmengine - INFO - Epoch(train) [100][1280/3757] lr: 4.218e-03 eta: 22:07:14 time: 0.258 data_time: 0.010 memory: 5036 grad_norm: 7.9845 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.4359 loss: 2.4359 2022/06/26 16:18:38 - mmengine - INFO - Epoch(train) [100][1300/3757] lr: 4.218e-03 eta: 22:07:08 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 7.9126 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.7125 loss: 2.7125 2022/06/26 16:18:43 - mmengine - INFO - Epoch(train) [100][1320/3757] lr: 4.218e-03 eta: 22:07:03 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 7.4997 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6156 loss: 2.6156 2022/06/26 16:18:49 - mmengine - INFO - Epoch(train) [100][1340/3757] lr: 4.218e-03 eta: 22:06:58 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 7.5908 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4155 loss: 2.4155 2022/06/26 16:18:54 - mmengine - INFO - Epoch(train) [100][1360/3757] lr: 4.218e-03 eta: 22:06:52 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 6.9610 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.3806 loss: 2.3806 2022/06/26 16:18:59 - mmengine - INFO - Epoch(train) [100][1380/3757] lr: 4.218e-03 eta: 22:06:47 time: 0.258 data_time: 0.008 memory: 5036 grad_norm: 7.4862 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1459 loss: 2.1459 2022/06/26 16:19:04 - mmengine - INFO - Epoch(train) [100][1400/3757] lr: 4.218e-03 eta: 22:06:42 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 8.2126 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1448 loss: 2.1448 2022/06/26 16:19:10 - mmengine - INFO - Epoch(train) [100][1420/3757] lr: 4.218e-03 eta: 22:06:37 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 7.9787 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0588 loss: 2.0588 2022/06/26 16:19:15 - mmengine - INFO - Epoch(train) [100][1440/3757] lr: 4.218e-03 eta: 22:06:31 time: 0.261 data_time: 0.009 memory: 5036 grad_norm: 6.9540 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7416 loss: 2.7416 2022/06/26 16:19:20 - mmengine - INFO - Epoch(train) [100][1460/3757] lr: 4.218e-03 eta: 22:06:26 time: 0.253 data_time: 0.010 memory: 5036 grad_norm: 8.0547 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.1437 loss: 2.1437 2022/06/26 16:19:25 - mmengine - INFO - Epoch(train) [100][1480/3757] lr: 4.218e-03 eta: 22:06:21 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 9.6236 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 2.3135 loss: 2.3135 2022/06/26 16:19:30 - mmengine - INFO - Epoch(train) [100][1500/3757] lr: 4.218e-03 eta: 22:06:15 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 7.1465 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.1296 loss: 2.1296 2022/06/26 16:19:36 - mmengine - INFO - Epoch(train) [100][1520/3757] lr: 4.218e-03 eta: 22:06:10 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 8.2235 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.2324 loss: 2.2324 2022/06/26 16:19:41 - mmengine - INFO - Epoch(train) [100][1540/3757] lr: 4.218e-03 eta: 22:06:05 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 7.8701 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.3211 loss: 2.3211 2022/06/26 16:19:46 - mmengine - INFO - Epoch(train) [100][1560/3757] lr: 4.218e-03 eta: 22:05:59 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 7.0486 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.7753 loss: 1.7753 2022/06/26 16:19:51 - mmengine - INFO - Epoch(train) [100][1580/3757] lr: 4.218e-03 eta: 22:05:54 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 7.8581 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2072 loss: 2.2072 2022/06/26 16:19:56 - mmengine - INFO - Epoch(train) [100][1600/3757] lr: 4.218e-03 eta: 22:05:49 time: 0.273 data_time: 0.028 memory: 5036 grad_norm: 6.9916 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.2766 loss: 2.2766 2022/06/26 16:20:02 - mmengine - INFO - Epoch(train) [100][1620/3757] lr: 4.218e-03 eta: 22:05:43 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 7.3286 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3669 loss: 2.3669 2022/06/26 16:20:07 - mmengine - INFO - Epoch(train) [100][1640/3757] lr: 4.218e-03 eta: 22:05:38 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 7.2489 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9557 loss: 1.9557 2022/06/26 16:20:12 - mmengine - INFO - Epoch(train) [100][1660/3757] lr: 4.218e-03 eta: 22:05:33 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 8.3198 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.3777 loss: 2.3777 2022/06/26 16:20:17 - mmengine - INFO - Epoch(train) [100][1680/3757] lr: 4.218e-03 eta: 22:05:27 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 9.1976 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.4979 loss: 2.4979 2022/06/26 16:20:22 - mmengine - INFO - Epoch(train) [100][1700/3757] lr: 4.218e-03 eta: 22:05:22 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 7.0254 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0988 loss: 2.0988 2022/06/26 16:20:28 - mmengine - INFO - Epoch(train) [100][1720/3757] lr: 4.218e-03 eta: 22:05:17 time: 0.254 data_time: 0.010 memory: 5036 grad_norm: 7.2053 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.4978 loss: 2.4978 2022/06/26 16:20:33 - mmengine - INFO - Epoch(train) [100][1740/3757] lr: 4.218e-03 eta: 22:05:11 time: 0.250 data_time: 0.005 memory: 5036 grad_norm: 8.4819 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6868 loss: 2.6868 2022/06/26 16:20:38 - mmengine - INFO - Epoch(train) [100][1760/3757] lr: 4.218e-03 eta: 22:05:06 time: 0.252 data_time: 0.011 memory: 5036 grad_norm: 8.6836 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0802 loss: 2.0802 2022/06/26 16:20:44 - mmengine - INFO - Epoch(train) [100][1780/3757] lr: 4.218e-03 eta: 22:05:01 time: 0.259 data_time: 0.010 memory: 5036 grad_norm: 8.9372 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1199 loss: 2.1199 2022/06/26 16:20:49 - mmengine - INFO - Epoch(train) [100][1800/3757] lr: 4.218e-03 eta: 22:04:56 time: 0.255 data_time: 0.012 memory: 5036 grad_norm: 7.9040 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7374 loss: 2.7374 2022/06/26 16:20:54 - mmengine - INFO - Epoch(train) [100][1820/3757] lr: 4.218e-03 eta: 22:04:50 time: 0.260 data_time: 0.013 memory: 5036 grad_norm: 7.5282 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1081 loss: 2.1081 2022/06/26 16:20:59 - mmengine - INFO - Epoch(train) [100][1840/3757] lr: 4.218e-03 eta: 22:04:45 time: 0.248 data_time: 0.009 memory: 5036 grad_norm: 7.7402 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.3370 loss: 2.3370 2022/06/26 16:21:05 - mmengine - INFO - Epoch(train) [100][1860/3757] lr: 4.218e-03 eta: 22:04:40 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 7.8557 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2294 loss: 2.2294 2022/06/26 16:21:10 - mmengine - INFO - Epoch(train) [100][1880/3757] lr: 4.218e-03 eta: 22:04:35 time: 0.261 data_time: 0.016 memory: 5036 grad_norm: 6.7664 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1362 loss: 2.1362 2022/06/26 16:21:15 - mmengine - INFO - Epoch(train) [100][1900/3757] lr: 4.218e-03 eta: 22:04:29 time: 0.255 data_time: 0.008 memory: 5036 grad_norm: 8.0408 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.3126 loss: 2.3126 2022/06/26 16:21:20 - mmengine - INFO - Epoch(train) [100][1920/3757] lr: 4.218e-03 eta: 22:04:24 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 7.2564 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3385 loss: 2.3385 2022/06/26 16:21:25 - mmengine - INFO - Epoch(train) [100][1940/3757] lr: 4.218e-03 eta: 22:04:19 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.6680 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1606 loss: 2.1606 2022/06/26 16:21:31 - mmengine - INFO - Epoch(train) [100][1960/3757] lr: 4.218e-03 eta: 22:04:13 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 7.1136 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4909 loss: 2.4909 2022/06/26 16:21:36 - mmengine - INFO - Epoch(train) [100][1980/3757] lr: 4.218e-03 eta: 22:04:08 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 6.7005 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.0301 loss: 2.0301 2022/06/26 16:21:41 - mmengine - INFO - Epoch(train) [100][2000/3757] lr: 4.218e-03 eta: 22:04:03 time: 0.263 data_time: 0.009 memory: 5036 grad_norm: 7.4318 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4022 loss: 2.4022 2022/06/26 16:21:46 - mmengine - INFO - Epoch(train) [100][2020/3757] lr: 4.218e-03 eta: 22:03:58 time: 0.260 data_time: 0.012 memory: 5036 grad_norm: 8.6817 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8884 loss: 1.8884 2022/06/26 16:21:52 - mmengine - INFO - Epoch(train) [100][2040/3757] lr: 4.218e-03 eta: 22:03:52 time: 0.249 data_time: 0.004 memory: 5036 grad_norm: 7.3148 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.4613 loss: 2.4613 2022/06/26 16:21:56 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 16:21:57 - mmengine - INFO - Epoch(train) [100][2060/3757] lr: 4.218e-03 eta: 22:03:47 time: 0.262 data_time: 0.009 memory: 5036 grad_norm: 8.3517 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1028 loss: 2.1028 2022/06/26 16:22:02 - mmengine - INFO - Epoch(train) [100][2080/3757] lr: 4.218e-03 eta: 22:03:42 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 8.7887 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7493 loss: 1.7493 2022/06/26 16:22:07 - mmengine - INFO - Epoch(train) [100][2100/3757] lr: 4.218e-03 eta: 22:03:37 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 6.4820 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9988 loss: 1.9988 2022/06/26 16:22:13 - mmengine - INFO - Epoch(train) [100][2120/3757] lr: 4.218e-03 eta: 22:03:31 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 7.2818 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.3837 loss: 2.3837 2022/06/26 16:22:18 - mmengine - INFO - Epoch(train) [100][2140/3757] lr: 4.218e-03 eta: 22:03:26 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 8.1500 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1008 loss: 2.1008 2022/06/26 16:22:23 - mmengine - INFO - Epoch(train) [100][2160/3757] lr: 4.218e-03 eta: 22:03:21 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 6.6299 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0371 loss: 2.0371 2022/06/26 16:22:29 - mmengine - INFO - Epoch(train) [100][2180/3757] lr: 4.218e-03 eta: 22:03:16 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 6.6487 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.4678 loss: 2.4678 2022/06/26 16:22:34 - mmengine - INFO - Epoch(train) [100][2200/3757] lr: 4.218e-03 eta: 22:03:10 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 7.0794 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1503 loss: 2.1503 2022/06/26 16:22:39 - mmengine - INFO - Epoch(train) [100][2220/3757] lr: 4.218e-03 eta: 22:03:05 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 7.6673 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1829 loss: 2.1829 2022/06/26 16:22:44 - mmengine - INFO - Epoch(train) [100][2240/3757] lr: 4.218e-03 eta: 22:03:00 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 8.2779 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2481 loss: 2.2481 2022/06/26 16:22:50 - mmengine - INFO - Epoch(train) [100][2260/3757] lr: 4.218e-03 eta: 22:02:55 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 7.6224 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2767 loss: 2.2767 2022/06/26 16:22:55 - mmengine - INFO - Epoch(train) [100][2280/3757] lr: 4.218e-03 eta: 22:02:49 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 8.1599 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.1641 loss: 2.1641 2022/06/26 16:23:00 - mmengine - INFO - Epoch(train) [100][2300/3757] lr: 4.218e-03 eta: 22:02:44 time: 0.251 data_time: 0.007 memory: 5036 grad_norm: 8.4426 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.2124 loss: 2.2124 2022/06/26 16:23:05 - mmengine - INFO - Epoch(train) [100][2320/3757] lr: 4.218e-03 eta: 22:02:39 time: 0.260 data_time: 0.014 memory: 5036 grad_norm: 7.6576 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.5658 loss: 2.5658 2022/06/26 16:23:11 - mmengine - INFO - Epoch(train) [100][2340/3757] lr: 4.218e-03 eta: 22:02:33 time: 0.248 data_time: 0.007 memory: 5036 grad_norm: 7.9870 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.1099 loss: 2.1099 2022/06/26 16:23:16 - mmengine - INFO - Epoch(train) [100][2360/3757] lr: 4.218e-03 eta: 22:02:28 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 7.5993 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2754 loss: 2.2754 2022/06/26 16:23:21 - mmengine - INFO - Epoch(train) [100][2380/3757] lr: 4.218e-03 eta: 22:02:23 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 6.9432 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.0293 loss: 2.0293 2022/06/26 16:23:26 - mmengine - INFO - Epoch(train) [100][2400/3757] lr: 4.218e-03 eta: 22:02:17 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 8.3009 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2923 loss: 2.2923 2022/06/26 16:23:31 - mmengine - INFO - Epoch(train) [100][2420/3757] lr: 4.218e-03 eta: 22:02:12 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 8.3951 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.5546 loss: 2.5546 2022/06/26 16:23:37 - mmengine - INFO - Epoch(train) [100][2440/3757] lr: 4.218e-03 eta: 22:02:07 time: 0.277 data_time: 0.006 memory: 5036 grad_norm: 7.9609 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1884 loss: 2.1884 2022/06/26 16:23:42 - mmengine - INFO - Epoch(train) [100][2460/3757] lr: 4.218e-03 eta: 22:02:02 time: 0.252 data_time: 0.008 memory: 5036 grad_norm: 7.8991 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9530 loss: 2.9530 2022/06/26 16:23:47 - mmengine - INFO - Epoch(train) [100][2480/3757] lr: 4.218e-03 eta: 22:01:56 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 7.2722 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.7453 loss: 2.7453 2022/06/26 16:23:52 - mmengine - INFO - Epoch(train) [100][2500/3757] lr: 4.218e-03 eta: 22:01:51 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 7.6379 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1331 loss: 2.1331 2022/06/26 16:23:57 - mmengine - INFO - Epoch(train) [100][2520/3757] lr: 4.218e-03 eta: 22:01:46 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 7.1512 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.0710 loss: 2.0710 2022/06/26 16:24:03 - mmengine - INFO - Epoch(train) [100][2540/3757] lr: 4.218e-03 eta: 22:01:40 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 7.2244 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2588 loss: 2.2588 2022/06/26 16:24:08 - mmengine - INFO - Epoch(train) [100][2560/3757] lr: 4.218e-03 eta: 22:01:35 time: 0.254 data_time: 0.012 memory: 5036 grad_norm: 7.7377 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2374 loss: 2.2374 2022/06/26 16:24:13 - mmengine - INFO - Epoch(train) [100][2580/3757] lr: 4.218e-03 eta: 22:01:30 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 7.1609 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.3360 loss: 2.3360 2022/06/26 16:24:18 - mmengine - INFO - Epoch(train) [100][2600/3757] lr: 4.218e-03 eta: 22:01:24 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 6.9840 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.5734 loss: 2.5734 2022/06/26 16:24:23 - mmengine - INFO - Epoch(train) [100][2620/3757] lr: 4.218e-03 eta: 22:01:19 time: 0.264 data_time: 0.010 memory: 5036 grad_norm: 6.7173 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1022 loss: 2.1022 2022/06/26 16:24:29 - mmengine - INFO - Epoch(train) [100][2640/3757] lr: 4.218e-03 eta: 22:01:14 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.5366 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1753 loss: 2.1753 2022/06/26 16:24:34 - mmengine - INFO - Epoch(train) [100][2660/3757] lr: 4.218e-03 eta: 22:01:08 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 6.9739 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2760 loss: 2.2760 2022/06/26 16:24:39 - mmengine - INFO - Epoch(train) [100][2680/3757] lr: 4.218e-03 eta: 22:01:03 time: 0.251 data_time: 0.004 memory: 5036 grad_norm: 7.1019 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9375 loss: 1.9375 2022/06/26 16:24:44 - mmengine - INFO - Epoch(train) [100][2700/3757] lr: 4.218e-03 eta: 22:00:58 time: 0.254 data_time: 0.011 memory: 5036 grad_norm: 8.5570 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.1406 loss: 2.1406 2022/06/26 16:24:49 - mmengine - INFO - Epoch(train) [100][2720/3757] lr: 4.218e-03 eta: 22:00:52 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 7.4384 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.3525 loss: 2.3525 2022/06/26 16:24:55 - mmengine - INFO - Epoch(train) [100][2740/3757] lr: 4.218e-03 eta: 22:00:47 time: 0.262 data_time: 0.009 memory: 5036 grad_norm: 8.2363 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3400 loss: 2.3400 2022/06/26 16:25:00 - mmengine - INFO - Epoch(train) [100][2760/3757] lr: 4.218e-03 eta: 22:00:42 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 8.7762 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9616 loss: 1.9616 2022/06/26 16:25:05 - mmengine - INFO - Epoch(train) [100][2780/3757] lr: 4.218e-03 eta: 22:00:37 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 8.3181 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3691 loss: 2.3691 2022/06/26 16:25:10 - mmengine - INFO - Epoch(train) [100][2800/3757] lr: 4.218e-03 eta: 22:00:31 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 6.4237 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3852 loss: 2.3852 2022/06/26 16:25:16 - mmengine - INFO - Epoch(train) [100][2820/3757] lr: 4.218e-03 eta: 22:00:26 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 6.6418 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2200 loss: 2.2200 2022/06/26 16:25:21 - mmengine - INFO - Epoch(train) [100][2840/3757] lr: 4.218e-03 eta: 22:00:21 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.0093 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6043 loss: 2.6043 2022/06/26 16:25:26 - mmengine - INFO - Epoch(train) [100][2860/3757] lr: 4.218e-03 eta: 22:00:15 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 7.1051 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1459 loss: 2.1459 2022/06/26 16:25:31 - mmengine - INFO - Epoch(train) [100][2880/3757] lr: 4.218e-03 eta: 22:00:10 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 7.4674 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2407 loss: 2.2407 2022/06/26 16:25:37 - mmengine - INFO - Epoch(train) [100][2900/3757] lr: 4.218e-03 eta: 22:00:05 time: 0.274 data_time: 0.003 memory: 5036 grad_norm: 7.7675 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.3884 loss: 2.3884 2022/06/26 16:25:42 - mmengine - INFO - Epoch(train) [100][2920/3757] lr: 4.218e-03 eta: 22:00:00 time: 0.258 data_time: 0.010 memory: 5036 grad_norm: 8.3572 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8897 loss: 1.8897 2022/06/26 16:25:47 - mmengine - INFO - Epoch(train) [100][2940/3757] lr: 4.218e-03 eta: 21:59:54 time: 0.275 data_time: 0.012 memory: 5036 grad_norm: 7.5009 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0062 loss: 2.0062 2022/06/26 16:25:52 - mmengine - INFO - Epoch(train) [100][2960/3757] lr: 4.218e-03 eta: 21:59:49 time: 0.251 data_time: 0.008 memory: 5036 grad_norm: 7.3220 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6268 loss: 2.6268 2022/06/26 16:25:58 - mmengine - INFO - Epoch(train) [100][2980/3757] lr: 4.218e-03 eta: 21:59:44 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 7.6838 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.4679 loss: 2.4679 2022/06/26 16:26:03 - mmengine - INFO - Epoch(train) [100][3000/3757] lr: 4.218e-03 eta: 21:59:38 time: 0.254 data_time: 0.008 memory: 5036 grad_norm: 7.7285 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9818 loss: 1.9818 2022/06/26 16:26:08 - mmengine - INFO - Epoch(train) [100][3020/3757] lr: 4.218e-03 eta: 21:59:33 time: 0.266 data_time: 0.003 memory: 5036 grad_norm: 7.6726 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.3763 loss: 2.3763 2022/06/26 16:26:13 - mmengine - INFO - Epoch(train) [100][3040/3757] lr: 4.218e-03 eta: 21:59:28 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 7.3960 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0405 loss: 2.0405 2022/06/26 16:26:18 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 16:26:19 - mmengine - INFO - Epoch(train) [100][3060/3757] lr: 4.218e-03 eta: 21:59:23 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 7.1369 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.3152 loss: 2.3152 2022/06/26 16:26:24 - mmengine - INFO - Epoch(train) [100][3080/3757] lr: 4.218e-03 eta: 21:59:17 time: 0.263 data_time: 0.022 memory: 5036 grad_norm: 8.1855 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4226 loss: 2.4226 2022/06/26 16:26:29 - mmengine - INFO - Epoch(train) [100][3100/3757] lr: 4.218e-03 eta: 21:59:12 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 8.0113 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4114 loss: 2.4114 2022/06/26 16:26:34 - mmengine - INFO - Epoch(train) [100][3120/3757] lr: 4.218e-03 eta: 21:59:07 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 7.1460 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.8708 loss: 1.8708 2022/06/26 16:26:40 - mmengine - INFO - Epoch(train) [100][3140/3757] lr: 4.218e-03 eta: 21:59:02 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 7.2616 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1868 loss: 2.1868 2022/06/26 16:26:45 - mmengine - INFO - Epoch(train) [100][3160/3757] lr: 4.218e-03 eta: 21:58:56 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 7.8404 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.0580 loss: 2.0580 2022/06/26 16:26:50 - mmengine - INFO - Epoch(train) [100][3180/3757] lr: 4.218e-03 eta: 21:58:51 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 9.4969 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7841 loss: 2.7841 2022/06/26 16:26:55 - mmengine - INFO - Epoch(train) [100][3200/3757] lr: 4.218e-03 eta: 21:58:46 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 6.5596 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4578 loss: 2.4578 2022/06/26 16:27:01 - mmengine - INFO - Epoch(train) [100][3220/3757] lr: 4.218e-03 eta: 21:58:41 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 7.7499 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7391 loss: 1.7391 2022/06/26 16:27:06 - mmengine - INFO - Epoch(train) [100][3240/3757] lr: 4.218e-03 eta: 21:58:36 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 7.8402 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4489 loss: 2.4489 2022/06/26 16:27:11 - mmengine - INFO - Epoch(train) [100][3260/3757] lr: 4.218e-03 eta: 21:58:30 time: 0.252 data_time: 0.010 memory: 5036 grad_norm: 7.7199 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.9433 loss: 1.9433 2022/06/26 16:27:17 - mmengine - INFO - Epoch(train) [100][3280/3757] lr: 4.218e-03 eta: 21:58:25 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 8.3411 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.0998 loss: 2.0998 2022/06/26 16:27:22 - mmengine - INFO - Epoch(train) [100][3300/3757] lr: 4.218e-03 eta: 21:58:20 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 7.8045 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2732 loss: 2.2732 2022/06/26 16:27:27 - mmengine - INFO - Epoch(train) [100][3320/3757] lr: 4.218e-03 eta: 21:58:14 time: 0.263 data_time: 0.007 memory: 5036 grad_norm: 8.0651 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.3489 loss: 2.3489 2022/06/26 16:27:32 - mmengine - INFO - Epoch(train) [100][3340/3757] lr: 4.218e-03 eta: 21:58:09 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 7.1220 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3543 loss: 2.3543 2022/06/26 16:27:38 - mmengine - INFO - Epoch(train) [100][3360/3757] lr: 4.218e-03 eta: 21:58:04 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 7.7393 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2228 loss: 2.2228 2022/06/26 16:27:43 - mmengine - INFO - Epoch(train) [100][3380/3757] lr: 4.218e-03 eta: 21:57:58 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 7.8853 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.2275 loss: 2.2275 2022/06/26 16:27:48 - mmengine - INFO - Epoch(train) [100][3400/3757] lr: 4.218e-03 eta: 21:57:53 time: 0.255 data_time: 0.010 memory: 5036 grad_norm: 7.0931 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1128 loss: 2.1128 2022/06/26 16:27:53 - mmengine - INFO - Epoch(train) [100][3420/3757] lr: 4.218e-03 eta: 21:57:48 time: 0.257 data_time: 0.012 memory: 5036 grad_norm: 6.7138 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0687 loss: 2.0687 2022/06/26 16:27:58 - mmengine - INFO - Epoch(train) [100][3440/3757] lr: 4.218e-03 eta: 21:57:42 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 8.4834 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2928 loss: 2.2928 2022/06/26 16:28:04 - mmengine - INFO - Epoch(train) [100][3460/3757] lr: 4.218e-03 eta: 21:57:37 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 8.6800 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7115 loss: 2.7115 2022/06/26 16:28:09 - mmengine - INFO - Epoch(train) [100][3480/3757] lr: 4.218e-03 eta: 21:57:32 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 8.2840 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7619 loss: 2.7619 2022/06/26 16:28:14 - mmengine - INFO - Epoch(train) [100][3500/3757] lr: 4.218e-03 eta: 21:57:26 time: 0.261 data_time: 0.018 memory: 5036 grad_norm: 7.6204 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.5175 loss: 2.5175 2022/06/26 16:28:19 - mmengine - INFO - Epoch(train) [100][3520/3757] lr: 4.218e-03 eta: 21:57:21 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 7.6493 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2885 loss: 2.2885 2022/06/26 16:28:24 - mmengine - INFO - Epoch(train) [100][3540/3757] lr: 4.218e-03 eta: 21:57:16 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 7.4778 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.3073 loss: 2.3073 2022/06/26 16:28:29 - mmengine - INFO - Epoch(train) [100][3560/3757] lr: 4.218e-03 eta: 21:57:10 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 7.7451 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3330 loss: 2.3330 2022/06/26 16:28:35 - mmengine - INFO - Epoch(train) [100][3580/3757] lr: 4.218e-03 eta: 21:57:05 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 7.4931 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.1217 loss: 2.1217 2022/06/26 16:28:40 - mmengine - INFO - Epoch(train) [100][3600/3757] lr: 4.218e-03 eta: 21:57:00 time: 0.259 data_time: 0.010 memory: 5036 grad_norm: 7.9067 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1086 loss: 2.1086 2022/06/26 16:28:45 - mmengine - INFO - Epoch(train) [100][3620/3757] lr: 4.218e-03 eta: 21:56:55 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 7.8688 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3153 loss: 2.3153 2022/06/26 16:28:50 - mmengine - INFO - Epoch(train) [100][3640/3757] lr: 4.218e-03 eta: 21:56:49 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 8.0863 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.0077 loss: 2.0077 2022/06/26 16:28:56 - mmengine - INFO - Epoch(train) [100][3660/3757] lr: 4.218e-03 eta: 21:56:44 time: 0.250 data_time: 0.008 memory: 5036 grad_norm: 7.8044 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.3566 loss: 2.3566 2022/06/26 16:29:01 - mmengine - INFO - Epoch(train) [100][3680/3757] lr: 4.218e-03 eta: 21:56:39 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.9918 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.8522 loss: 2.8522 2022/06/26 16:29:06 - mmengine - INFO - Epoch(train) [100][3700/3757] lr: 4.218e-03 eta: 21:56:33 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 7.6420 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5804 loss: 2.5804 2022/06/26 16:29:11 - mmengine - INFO - Epoch(train) [100][3720/3757] lr: 4.218e-03 eta: 21:56:28 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 7.2165 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4885 loss: 2.4885 2022/06/26 16:29:16 - mmengine - INFO - Epoch(train) [100][3740/3757] lr: 4.218e-03 eta: 21:56:23 time: 0.247 data_time: 0.006 memory: 5036 grad_norm: 8.6270 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4017 loss: 2.4017 2022/06/26 16:29:21 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 16:29:21 - mmengine - INFO - Saving checkpoint at 100 epochs 2022/06/26 16:29:34 - mmengine - INFO - Epoch(val) [100][20/310] eta: 0:01:44 time: 0.103 data_time: 0.001 memory: 5036 2022/06/26 16:29:38 - mmengine - INFO - Epoch(val) [100][40/310] eta: 0:01:35 time: 0.108 data_time: 0.006 memory: 1723 2022/06/26 16:29:43 - mmengine - INFO - Epoch(val) [100][60/310] eta: 0:00:27 time: 0.105 data_time: 0.002 memory: 1723 2022/06/26 16:29:47 - mmengine - INFO - Epoch(val) [100][80/310] eta: 0:00:26 time: 0.117 data_time: 0.015 memory: 1723 2022/06/26 16:29:54 - mmengine - INFO - Epoch(val) [100][100/310] eta: 0:01:11 time: 0.109 data_time: 0.001 memory: 1723 2022/06/26 16:29:59 - mmengine - INFO - Epoch(val) [100][120/310] eta: 0:01:10 time: 0.110 data_time: 0.008 memory: 1723 2022/06/26 16:30:04 - mmengine - INFO - Epoch(val) [100][140/310] eta: 0:00:18 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 16:30:08 - mmengine - INFO - Epoch(val) [100][160/310] eta: 0:00:16 time: 0.107 data_time: 0.006 memory: 1723 2022/06/26 16:30:15 - mmengine - INFO - Epoch(val) [100][180/310] eta: 0:00:44 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 16:30:20 - mmengine - INFO - Epoch(val) [100][200/310] eta: 0:00:39 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 16:30:25 - mmengine - INFO - Epoch(val) [100][220/310] eta: 0:00:10 time: 0.108 data_time: 0.001 memory: 1723 2022/06/26 16:30:29 - mmengine - INFO - Epoch(val) [100][240/310] eta: 0:00:07 time: 0.107 data_time: 0.001 memory: 1723 2022/06/26 16:30:36 - mmengine - INFO - Epoch(val) [100][260/310] eta: 0:00:15 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 16:30:41 - mmengine - INFO - Epoch(val) [100][280/310] eta: 0:00:09 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 16:30:43 - mmengine - INFO - Epoch(val) [100][300/310] eta: 0:00:01 time: 0.102 data_time: 0.001 memory: 1723 2022/06/26 16:30:45 - mmengine - INFO - Epoch(val) [100][310/310] acc/top1: 0.5359 acc/top5: 0.7792 acc/mean1: 0.5357 2022/06/26 16:30:55 - mmengine - INFO - Epoch(train) [101][20/3757] lr: 4.132e-03 eta: 21:56:15 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 9.0995 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.0435 loss: 2.0435 2022/06/26 16:31:00 - mmengine - INFO - Epoch(train) [101][40/3757] lr: 4.132e-03 eta: 21:56:10 time: 0.252 data_time: 0.011 memory: 5036 grad_norm: 8.0183 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6147 loss: 2.6147 2022/06/26 16:31:05 - mmengine - INFO - Epoch(train) [101][60/3757] lr: 4.132e-03 eta: 21:56:05 time: 0.245 data_time: 0.003 memory: 5036 grad_norm: 6.7669 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8296 loss: 1.8296 2022/06/26 16:31:10 - mmengine - INFO - Epoch(train) [101][80/3757] lr: 4.132e-03 eta: 21:55:59 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 7.5742 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0653 loss: 2.0653 2022/06/26 16:31:16 - mmengine - INFO - Epoch(train) [101][100/3757] lr: 4.132e-03 eta: 21:55:54 time: 0.272 data_time: 0.024 memory: 5036 grad_norm: 7.4886 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.4415 loss: 2.4415 2022/06/26 16:31:21 - mmengine - INFO - Epoch(train) [101][120/3757] lr: 4.132e-03 eta: 21:55:49 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 7.9440 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9589 loss: 1.9589 2022/06/26 16:31:26 - mmengine - INFO - Epoch(train) [101][140/3757] lr: 4.132e-03 eta: 21:55:44 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 6.9557 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.2072 loss: 2.2072 2022/06/26 16:31:32 - mmengine - INFO - Epoch(train) [101][160/3757] lr: 4.132e-03 eta: 21:55:38 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 7.6072 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.4678 loss: 2.4678 2022/06/26 16:31:37 - mmengine - INFO - Epoch(train) [101][180/3757] lr: 4.132e-03 eta: 21:55:33 time: 0.258 data_time: 0.012 memory: 5036 grad_norm: 6.4876 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3227 loss: 2.3227 2022/06/26 16:31:42 - mmengine - INFO - Epoch(train) [101][200/3757] lr: 4.132e-03 eta: 21:55:28 time: 0.260 data_time: 0.017 memory: 5036 grad_norm: 7.8192 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2238 loss: 2.2238 2022/06/26 16:31:48 - mmengine - INFO - Epoch(train) [101][220/3757] lr: 4.132e-03 eta: 21:55:23 time: 0.266 data_time: 0.003 memory: 5036 grad_norm: 7.5468 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.2252 loss: 2.2252 2022/06/26 16:31:53 - mmengine - INFO - Epoch(train) [101][240/3757] lr: 4.132e-03 eta: 21:55:17 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 7.9254 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6724 loss: 2.6724 2022/06/26 16:31:58 - mmengine - INFO - Epoch(train) [101][260/3757] lr: 4.132e-03 eta: 21:55:12 time: 0.258 data_time: 0.016 memory: 5036 grad_norm: 7.1342 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.0243 loss: 2.0243 2022/06/26 16:32:03 - mmengine - INFO - Epoch(train) [101][280/3757] lr: 4.132e-03 eta: 21:55:07 time: 0.257 data_time: 0.015 memory: 5036 grad_norm: 7.2125 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.5572 loss: 2.5572 2022/06/26 16:32:09 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 16:32:09 - mmengine - INFO - Epoch(train) [101][300/3757] lr: 4.132e-03 eta: 21:55:02 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 7.9876 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2939 loss: 2.2939 2022/06/26 16:32:14 - mmengine - INFO - Epoch(train) [101][320/3757] lr: 4.132e-03 eta: 21:54:57 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 8.2086 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.8480 loss: 2.8480 2022/06/26 16:32:19 - mmengine - INFO - Epoch(train) [101][340/3757] lr: 4.132e-03 eta: 21:54:51 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 8.6331 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.3713 loss: 2.3713 2022/06/26 16:32:25 - mmengine - INFO - Epoch(train) [101][360/3757] lr: 4.132e-03 eta: 21:54:46 time: 0.274 data_time: 0.027 memory: 5036 grad_norm: 8.6896 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0545 loss: 2.0545 2022/06/26 16:32:31 - mmengine - INFO - Epoch(train) [101][380/3757] lr: 4.132e-03 eta: 21:54:41 time: 0.269 data_time: 0.003 memory: 5036 grad_norm: 7.4383 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2171 loss: 2.2171 2022/06/26 16:32:36 - mmengine - INFO - Epoch(train) [101][400/3757] lr: 4.132e-03 eta: 21:54:36 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 6.2955 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9994 loss: 1.9994 2022/06/26 16:32:41 - mmengine - INFO - Epoch(train) [101][420/3757] lr: 4.132e-03 eta: 21:54:31 time: 0.254 data_time: 0.012 memory: 5036 grad_norm: 7.6513 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.5064 loss: 2.5064 2022/06/26 16:32:46 - mmengine - INFO - Epoch(train) [101][440/3757] lr: 4.132e-03 eta: 21:54:25 time: 0.263 data_time: 0.022 memory: 5036 grad_norm: 9.5071 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0007 loss: 2.0007 2022/06/26 16:32:52 - mmengine - INFO - Epoch(train) [101][460/3757] lr: 4.132e-03 eta: 21:54:20 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 7.8751 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0008 loss: 2.0008 2022/06/26 16:32:57 - mmengine - INFO - Epoch(train) [101][480/3757] lr: 4.132e-03 eta: 21:54:15 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 8.3083 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8205 loss: 1.8205 2022/06/26 16:33:02 - mmengine - INFO - Epoch(train) [101][500/3757] lr: 4.132e-03 eta: 21:54:10 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 8.3627 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0099 loss: 2.0099 2022/06/26 16:33:07 - mmengine - INFO - Epoch(train) [101][520/3757] lr: 4.132e-03 eta: 21:54:04 time: 0.322 data_time: 0.007 memory: 5036 grad_norm: 7.1301 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4445 loss: 2.4445 2022/06/26 16:33:13 - mmengine - INFO - Epoch(train) [101][540/3757] lr: 4.132e-03 eta: 21:53:59 time: 0.264 data_time: 0.009 memory: 5036 grad_norm: 7.5518 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0328 loss: 2.0328 2022/06/26 16:33:18 - mmengine - INFO - Epoch(train) [101][560/3757] lr: 4.132e-03 eta: 21:53:54 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 10.0133 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.6482 loss: 2.6482 2022/06/26 16:33:23 - mmengine - INFO - Epoch(train) [101][580/3757] lr: 4.132e-03 eta: 21:53:48 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 6.0733 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0819 loss: 2.0819 2022/06/26 16:33:28 - mmengine - INFO - Epoch(train) [101][600/3757] lr: 4.132e-03 eta: 21:53:43 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 7.1389 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0086 loss: 2.0086 2022/06/26 16:33:33 - mmengine - INFO - Epoch(train) [101][620/3757] lr: 4.132e-03 eta: 21:53:38 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 8.6660 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.4125 loss: 2.4125 2022/06/26 16:33:39 - mmengine - INFO - Epoch(train) [101][640/3757] lr: 4.132e-03 eta: 21:53:32 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 7.6162 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.1460 loss: 2.1460 2022/06/26 16:33:44 - mmengine - INFO - Epoch(train) [101][660/3757] lr: 4.132e-03 eta: 21:53:27 time: 0.250 data_time: 0.009 memory: 5036 grad_norm: 6.4027 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.2983 loss: 2.2983 2022/06/26 16:33:49 - mmengine - INFO - Epoch(train) [101][680/3757] lr: 4.132e-03 eta: 21:53:22 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 6.2610 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.0772 loss: 2.0772 2022/06/26 16:33:54 - mmengine - INFO - Epoch(train) [101][700/3757] lr: 4.132e-03 eta: 21:53:17 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 7.5499 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.6223 loss: 2.6223 2022/06/26 16:33:59 - mmengine - INFO - Epoch(train) [101][720/3757] lr: 4.132e-03 eta: 21:53:11 time: 0.256 data_time: 0.011 memory: 5036 grad_norm: 6.9605 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9392 loss: 1.9392 2022/06/26 16:34:05 - mmengine - INFO - Epoch(train) [101][740/3757] lr: 4.132e-03 eta: 21:53:06 time: 0.264 data_time: 0.006 memory: 5036 grad_norm: 7.4119 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2502 loss: 2.2502 2022/06/26 16:34:10 - mmengine - INFO - Epoch(train) [101][760/3757] lr: 4.132e-03 eta: 21:53:01 time: 0.253 data_time: 0.008 memory: 5036 grad_norm: 8.0451 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9419 loss: 1.9419 2022/06/26 16:34:15 - mmengine - INFO - Epoch(train) [101][780/3757] lr: 4.132e-03 eta: 21:52:55 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 7.3680 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8766 loss: 1.8766 2022/06/26 16:34:20 - mmengine - INFO - Epoch(train) [101][800/3757] lr: 4.132e-03 eta: 21:52:50 time: 0.265 data_time: 0.016 memory: 5036 grad_norm: 7.0822 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3842 loss: 2.3842 2022/06/26 16:34:26 - mmengine - INFO - Epoch(train) [101][820/3757] lr: 4.132e-03 eta: 21:52:45 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 8.1106 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.2248 loss: 2.2248 2022/06/26 16:34:31 - mmengine - INFO - Epoch(train) [101][840/3757] lr: 4.132e-03 eta: 21:52:39 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 7.9201 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3910 loss: 2.3910 2022/06/26 16:34:36 - mmengine - INFO - Epoch(train) [101][860/3757] lr: 4.132e-03 eta: 21:52:34 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.2782 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.7563 loss: 1.7563 2022/06/26 16:34:41 - mmengine - INFO - Epoch(train) [101][880/3757] lr: 4.132e-03 eta: 21:52:29 time: 0.261 data_time: 0.012 memory: 5036 grad_norm: 7.5274 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.0817 loss: 2.0817 2022/06/26 16:34:47 - mmengine - INFO - Epoch(train) [101][900/3757] lr: 4.132e-03 eta: 21:52:24 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 7.3165 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3486 loss: 2.3486 2022/06/26 16:34:52 - mmengine - INFO - Epoch(train) [101][920/3757] lr: 4.132e-03 eta: 21:52:18 time: 0.265 data_time: 0.006 memory: 5036 grad_norm: 7.2283 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0061 loss: 2.0061 2022/06/26 16:34:57 - mmengine - INFO - Epoch(train) [101][940/3757] lr: 4.132e-03 eta: 21:52:13 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 7.3928 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1585 loss: 2.1585 2022/06/26 16:35:02 - mmengine - INFO - Epoch(train) [101][960/3757] lr: 4.132e-03 eta: 21:52:08 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 8.2010 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1100 loss: 2.1100 2022/06/26 16:35:07 - mmengine - INFO - Epoch(train) [101][980/3757] lr: 4.132e-03 eta: 21:52:02 time: 0.267 data_time: 0.004 memory: 5036 grad_norm: 7.1617 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.2312 loss: 2.2312 2022/06/26 16:35:13 - mmengine - INFO - Epoch(train) [101][1000/3757] lr: 4.132e-03 eta: 21:51:57 time: 0.283 data_time: 0.009 memory: 5036 grad_norm: 8.8275 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.1700 loss: 2.1700 2022/06/26 16:35:18 - mmengine - INFO - Epoch(train) [101][1020/3757] lr: 4.132e-03 eta: 21:51:52 time: 0.312 data_time: 0.003 memory: 5036 grad_norm: 6.7078 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.6168 loss: 2.6168 2022/06/26 16:35:24 - mmengine - INFO - Epoch(train) [101][1040/3757] lr: 4.132e-03 eta: 21:51:47 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 7.4912 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.3316 loss: 2.3316 2022/06/26 16:35:29 - mmengine - INFO - Epoch(train) [101][1060/3757] lr: 4.132e-03 eta: 21:51:42 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 8.7396 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.5268 loss: 2.5268 2022/06/26 16:35:34 - mmengine - INFO - Epoch(train) [101][1080/3757] lr: 4.132e-03 eta: 21:51:36 time: 0.265 data_time: 0.006 memory: 5036 grad_norm: 7.0401 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.1861 loss: 2.1861 2022/06/26 16:35:39 - mmengine - INFO - Epoch(train) [101][1100/3757] lr: 4.132e-03 eta: 21:51:31 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 7.4613 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.0404 loss: 2.0404 2022/06/26 16:35:44 - mmengine - INFO - Epoch(train) [101][1120/3757] lr: 4.132e-03 eta: 21:51:26 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 8.1252 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1072 loss: 2.1072 2022/06/26 16:35:50 - mmengine - INFO - Epoch(train) [101][1140/3757] lr: 4.132e-03 eta: 21:51:20 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 9.2789 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1117 loss: 2.1117 2022/06/26 16:35:55 - mmengine - INFO - Epoch(train) [101][1160/3757] lr: 4.132e-03 eta: 21:51:15 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 7.4600 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4956 loss: 2.4956 2022/06/26 16:36:00 - mmengine - INFO - Epoch(train) [101][1180/3757] lr: 4.132e-03 eta: 21:51:10 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 7.6165 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.1223 loss: 2.1223 2022/06/26 16:36:05 - mmengine - INFO - Epoch(train) [101][1200/3757] lr: 4.132e-03 eta: 21:51:05 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 7.1856 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2579 loss: 2.2579 2022/06/26 16:36:11 - mmengine - INFO - Epoch(train) [101][1220/3757] lr: 4.132e-03 eta: 21:50:59 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 6.5077 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2189 loss: 2.2189 2022/06/26 16:36:16 - mmengine - INFO - Epoch(train) [101][1240/3757] lr: 4.132e-03 eta: 21:50:54 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 8.1331 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.3906 loss: 2.3906 2022/06/26 16:36:22 - mmengine - INFO - Epoch(train) [101][1260/3757] lr: 4.132e-03 eta: 21:50:49 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 7.0073 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.4750 loss: 2.4750 2022/06/26 16:36:27 - mmengine - INFO - Epoch(train) [101][1280/3757] lr: 4.132e-03 eta: 21:50:44 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 9.2102 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1102 loss: 2.1102 2022/06/26 16:36:32 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 16:36:32 - mmengine - INFO - Epoch(train) [101][1300/3757] lr: 4.132e-03 eta: 21:50:39 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 7.9045 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1136 loss: 2.1136 2022/06/26 16:36:37 - mmengine - INFO - Epoch(train) [101][1320/3757] lr: 4.132e-03 eta: 21:50:33 time: 0.251 data_time: 0.007 memory: 5036 grad_norm: 6.8212 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.2112 loss: 2.2112 2022/06/26 16:36:43 - mmengine - INFO - Epoch(train) [101][1340/3757] lr: 4.132e-03 eta: 21:50:28 time: 0.265 data_time: 0.008 memory: 5036 grad_norm: 7.7083 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6159 loss: 2.6159 2022/06/26 16:36:48 - mmengine - INFO - Epoch(train) [101][1360/3757] lr: 4.132e-03 eta: 21:50:23 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 8.3491 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1561 loss: 2.1561 2022/06/26 16:36:53 - mmengine - INFO - Epoch(train) [101][1380/3757] lr: 4.132e-03 eta: 21:50:17 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 7.0427 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.1319 loss: 2.1319 2022/06/26 16:36:58 - mmengine - INFO - Epoch(train) [101][1400/3757] lr: 4.132e-03 eta: 21:50:12 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 9.7153 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.3286 loss: 2.3286 2022/06/26 16:37:03 - mmengine - INFO - Epoch(train) [101][1420/3757] lr: 4.132e-03 eta: 21:50:07 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 6.8761 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4163 loss: 2.4163 2022/06/26 16:37:09 - mmengine - INFO - Epoch(train) [101][1440/3757] lr: 4.132e-03 eta: 21:50:01 time: 0.252 data_time: 0.010 memory: 5036 grad_norm: 7.0683 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.5117 loss: 2.5117 2022/06/26 16:37:14 - mmengine - INFO - Epoch(train) [101][1460/3757] lr: 4.132e-03 eta: 21:49:56 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 8.4818 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8672 loss: 1.8672 2022/06/26 16:37:19 - mmengine - INFO - Epoch(train) [101][1480/3757] lr: 4.132e-03 eta: 21:49:51 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 7.3960 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.1428 loss: 2.1428 2022/06/26 16:37:25 - mmengine - INFO - Epoch(train) [101][1500/3757] lr: 4.132e-03 eta: 21:49:46 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 6.9735 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.1762 loss: 2.1762 2022/06/26 16:37:30 - mmengine - INFO - Epoch(train) [101][1520/3757] lr: 4.132e-03 eta: 21:49:41 time: 0.256 data_time: 0.008 memory: 5036 grad_norm: 7.1477 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6742 loss: 2.6742 2022/06/26 16:37:35 - mmengine - INFO - Epoch(train) [101][1540/3757] lr: 4.132e-03 eta: 21:49:35 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 7.7951 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.1191 loss: 2.1191 2022/06/26 16:37:41 - mmengine - INFO - Epoch(train) [101][1560/3757] lr: 4.132e-03 eta: 21:49:30 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 7.9876 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8943 loss: 1.8943 2022/06/26 16:37:46 - mmengine - INFO - Epoch(train) [101][1580/3757] lr: 4.132e-03 eta: 21:49:25 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 8.8695 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4510 loss: 2.4510 2022/06/26 16:37:51 - mmengine - INFO - Epoch(train) [101][1600/3757] lr: 4.132e-03 eta: 21:49:20 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 7.7433 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.1303 loss: 2.1303 2022/06/26 16:37:56 - mmengine - INFO - Epoch(train) [101][1620/3757] lr: 4.132e-03 eta: 21:49:14 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 7.3930 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.0598 loss: 2.0598 2022/06/26 16:38:02 - mmengine - INFO - Epoch(train) [101][1640/3757] lr: 4.132e-03 eta: 21:49:09 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 7.1975 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.3969 loss: 2.3969 2022/06/26 16:38:07 - mmengine - INFO - Epoch(train) [101][1660/3757] lr: 4.132e-03 eta: 21:49:04 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 7.2125 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.1106 loss: 2.1106 2022/06/26 16:38:13 - mmengine - INFO - Epoch(train) [101][1680/3757] lr: 4.132e-03 eta: 21:48:59 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 7.7898 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2473 loss: 2.2473 2022/06/26 16:38:18 - mmengine - INFO - Epoch(train) [101][1700/3757] lr: 4.132e-03 eta: 21:48:54 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 8.4408 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6383 loss: 2.6383 2022/06/26 16:38:23 - mmengine - INFO - Epoch(train) [101][1720/3757] lr: 4.132e-03 eta: 21:48:48 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 6.9368 top1_acc: 0.2500 top5_acc: 1.0000 loss_cls: 2.2639 loss: 2.2639 2022/06/26 16:38:28 - mmengine - INFO - Epoch(train) [101][1740/3757] lr: 4.132e-03 eta: 21:48:43 time: 0.284 data_time: 0.005 memory: 5036 grad_norm: 10.1597 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.5745 loss: 2.5745 2022/06/26 16:38:33 - mmengine - INFO - Epoch(train) [101][1760/3757] lr: 4.132e-03 eta: 21:48:38 time: 0.248 data_time: 0.008 memory: 5036 grad_norm: 7.2203 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0738 loss: 2.0738 2022/06/26 16:38:39 - mmengine - INFO - Epoch(train) [101][1780/3757] lr: 4.132e-03 eta: 21:48:32 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 8.1244 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.5562 loss: 2.5562 2022/06/26 16:38:44 - mmengine - INFO - Epoch(train) [101][1800/3757] lr: 4.132e-03 eta: 21:48:27 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 7.2839 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2640 loss: 2.2640 2022/06/26 16:38:49 - mmengine - INFO - Epoch(train) [101][1820/3757] lr: 4.132e-03 eta: 21:48:22 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 8.3377 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.9874 loss: 1.9874 2022/06/26 16:38:54 - mmengine - INFO - Epoch(train) [101][1840/3757] lr: 4.132e-03 eta: 21:48:16 time: 0.247 data_time: 0.006 memory: 5036 grad_norm: 8.5008 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3997 loss: 2.3997 2022/06/26 16:39:00 - mmengine - INFO - Epoch(train) [101][1860/3757] lr: 4.132e-03 eta: 21:48:11 time: 0.251 data_time: 0.004 memory: 5036 grad_norm: 6.4786 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2962 loss: 2.2962 2022/06/26 16:39:05 - mmengine - INFO - Epoch(train) [101][1880/3757] lr: 4.132e-03 eta: 21:48:06 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 7.3967 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1215 loss: 2.1215 2022/06/26 16:39:10 - mmengine - INFO - Epoch(train) [101][1900/3757] lr: 4.132e-03 eta: 21:48:00 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 8.1513 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4875 loss: 2.4875 2022/06/26 16:39:15 - mmengine - INFO - Epoch(train) [101][1920/3757] lr: 4.132e-03 eta: 21:47:55 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 7.6317 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.2869 loss: 2.2869 2022/06/26 16:39:20 - mmengine - INFO - Epoch(train) [101][1940/3757] lr: 4.132e-03 eta: 21:47:50 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 7.1775 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.7033 loss: 2.7033 2022/06/26 16:39:25 - mmengine - INFO - Epoch(train) [101][1960/3757] lr: 4.132e-03 eta: 21:47:44 time: 0.260 data_time: 0.009 memory: 5036 grad_norm: 7.7117 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3365 loss: 2.3365 2022/06/26 16:39:31 - mmengine - INFO - Epoch(train) [101][1980/3757] lr: 4.132e-03 eta: 21:47:40 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 9.0620 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.2013 loss: 2.2013 2022/06/26 16:39:36 - mmengine - INFO - Epoch(train) [101][2000/3757] lr: 4.132e-03 eta: 21:47:34 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 8.5661 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5578 loss: 2.5578 2022/06/26 16:39:42 - mmengine - INFO - Epoch(train) [101][2020/3757] lr: 4.132e-03 eta: 21:47:29 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 8.6588 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.4900 loss: 2.4900 2022/06/26 16:39:47 - mmengine - INFO - Epoch(train) [101][2040/3757] lr: 4.132e-03 eta: 21:47:24 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 6.9079 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.2700 loss: 2.2700 2022/06/26 16:39:52 - mmengine - INFO - Epoch(train) [101][2060/3757] lr: 4.132e-03 eta: 21:47:19 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 7.8886 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.2007 loss: 2.2007 2022/06/26 16:39:58 - mmengine - INFO - Epoch(train) [101][2080/3757] lr: 4.132e-03 eta: 21:47:13 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 7.7342 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3477 loss: 2.3477 2022/06/26 16:40:03 - mmengine - INFO - Epoch(train) [101][2100/3757] lr: 4.132e-03 eta: 21:47:08 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 7.7328 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1734 loss: 2.1734 2022/06/26 16:40:08 - mmengine - INFO - Epoch(train) [101][2120/3757] lr: 4.132e-03 eta: 21:47:03 time: 0.300 data_time: 0.006 memory: 5036 grad_norm: 6.5697 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6208 loss: 2.6208 2022/06/26 16:40:13 - mmengine - INFO - Epoch(train) [101][2140/3757] lr: 4.132e-03 eta: 21:46:58 time: 0.249 data_time: 0.007 memory: 5036 grad_norm: 7.4796 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.4187 loss: 2.4187 2022/06/26 16:40:19 - mmengine - INFO - Epoch(train) [101][2160/3757] lr: 4.132e-03 eta: 21:46:52 time: 0.264 data_time: 0.007 memory: 5036 grad_norm: 8.3586 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5660 loss: 2.5660 2022/06/26 16:40:24 - mmengine - INFO - Epoch(train) [101][2180/3757] lr: 4.132e-03 eta: 21:46:47 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 8.3905 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5473 loss: 2.5473 2022/06/26 16:40:29 - mmengine - INFO - Epoch(train) [101][2200/3757] lr: 4.132e-03 eta: 21:46:42 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 8.3606 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.4326 loss: 2.4326 2022/06/26 16:40:34 - mmengine - INFO - Epoch(train) [101][2220/3757] lr: 4.132e-03 eta: 21:46:36 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 7.9138 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.3280 loss: 2.3280 2022/06/26 16:40:39 - mmengine - INFO - Epoch(train) [101][2240/3757] lr: 4.132e-03 eta: 21:46:31 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 7.7134 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.3359 loss: 2.3359 2022/06/26 16:40:45 - mmengine - INFO - Epoch(train) [101][2260/3757] lr: 4.132e-03 eta: 21:46:26 time: 0.251 data_time: 0.007 memory: 5036 grad_norm: 5.9560 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.7259 loss: 2.7259 2022/06/26 16:40:50 - mmengine - INFO - Epoch(train) [101][2280/3757] lr: 4.132e-03 eta: 21:46:20 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 7.6335 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.1506 loss: 2.1506 2022/06/26 16:40:55 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 16:40:55 - mmengine - INFO - Epoch(train) [101][2300/3757] lr: 4.132e-03 eta: 21:46:15 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 6.9998 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.2021 loss: 2.2021 2022/06/26 16:41:00 - mmengine - INFO - Epoch(train) [101][2320/3757] lr: 4.132e-03 eta: 21:46:10 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 8.1256 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8659 loss: 1.8659 2022/06/26 16:41:05 - mmengine - INFO - Epoch(train) [101][2340/3757] lr: 4.132e-03 eta: 21:46:04 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 7.6338 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2227 loss: 2.2227 2022/06/26 16:41:11 - mmengine - INFO - Epoch(train) [101][2360/3757] lr: 4.132e-03 eta: 21:45:59 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 7.6585 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2661 loss: 2.2661 2022/06/26 16:41:16 - mmengine - INFO - Epoch(train) [101][2380/3757] lr: 4.132e-03 eta: 21:45:54 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 8.1593 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0681 loss: 2.0681 2022/06/26 16:41:21 - mmengine - INFO - Epoch(train) [101][2400/3757] lr: 4.132e-03 eta: 21:45:49 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 8.9614 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9324 loss: 1.9324 2022/06/26 16:41:26 - mmengine - INFO - Epoch(train) [101][2420/3757] lr: 4.132e-03 eta: 21:45:43 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 5.9001 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4799 loss: 2.4799 2022/06/26 16:41:32 - mmengine - INFO - Epoch(train) [101][2440/3757] lr: 4.132e-03 eta: 21:45:38 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 6.7315 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.4348 loss: 2.4348 2022/06/26 16:41:37 - mmengine - INFO - Epoch(train) [101][2460/3757] lr: 4.132e-03 eta: 21:45:33 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 8.3515 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.3284 loss: 2.3284 2022/06/26 16:41:42 - mmengine - INFO - Epoch(train) [101][2480/3757] lr: 4.132e-03 eta: 21:45:28 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 8.8274 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2139 loss: 2.2139 2022/06/26 16:41:47 - mmengine - INFO - Epoch(train) [101][2500/3757] lr: 4.132e-03 eta: 21:45:22 time: 0.248 data_time: 0.008 memory: 5036 grad_norm: 8.1834 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.7170 loss: 2.7170 2022/06/26 16:41:53 - mmengine - INFO - Epoch(train) [101][2520/3757] lr: 4.132e-03 eta: 21:45:17 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 6.5648 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6981 loss: 2.6981 2022/06/26 16:41:58 - mmengine - INFO - Epoch(train) [101][2540/3757] lr: 4.132e-03 eta: 21:45:12 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 8.5821 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2495 loss: 2.2495 2022/06/26 16:42:03 - mmengine - INFO - Epoch(train) [101][2560/3757] lr: 4.132e-03 eta: 21:45:07 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 7.6589 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.1167 loss: 2.1167 2022/06/26 16:42:09 - mmengine - INFO - Epoch(train) [101][2580/3757] lr: 4.132e-03 eta: 21:45:01 time: 0.265 data_time: 0.019 memory: 5036 grad_norm: 6.8447 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4353 loss: 2.4353 2022/06/26 16:42:14 - mmengine - INFO - Epoch(train) [101][2600/3757] lr: 4.132e-03 eta: 21:44:56 time: 0.261 data_time: 0.004 memory: 5036 grad_norm: 7.0903 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1098 loss: 2.1098 2022/06/26 16:42:19 - mmengine - INFO - Epoch(train) [101][2620/3757] lr: 4.132e-03 eta: 21:44:51 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 7.0583 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1318 loss: 2.1318 2022/06/26 16:42:24 - mmengine - INFO - Epoch(train) [101][2640/3757] lr: 4.132e-03 eta: 21:44:45 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 7.7575 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4641 loss: 2.4641 2022/06/26 16:42:29 - mmengine - INFO - Epoch(train) [101][2660/3757] lr: 4.132e-03 eta: 21:44:40 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 7.9640 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.8222 loss: 1.8222 2022/06/26 16:42:34 - mmengine - INFO - Epoch(train) [101][2680/3757] lr: 4.132e-03 eta: 21:44:35 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 7.1176 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 2.4173 loss: 2.4173 2022/06/26 16:42:40 - mmengine - INFO - Epoch(train) [101][2700/3757] lr: 4.132e-03 eta: 21:44:29 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 7.9454 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0238 loss: 2.0238 2022/06/26 16:42:45 - mmengine - INFO - Epoch(train) [101][2720/3757] lr: 4.132e-03 eta: 21:44:24 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 8.3176 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.4630 loss: 2.4630 2022/06/26 16:42:50 - mmengine - INFO - Epoch(train) [101][2740/3757] lr: 4.132e-03 eta: 21:44:19 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 6.8749 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.5278 loss: 2.5278 2022/06/26 16:42:55 - mmengine - INFO - Epoch(train) [101][2760/3757] lr: 4.132e-03 eta: 21:44:13 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 6.5977 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.4173 loss: 2.4173 2022/06/26 16:43:00 - mmengine - INFO - Epoch(train) [101][2780/3757] lr: 4.132e-03 eta: 21:44:08 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 7.3653 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2413 loss: 2.2413 2022/06/26 16:43:06 - mmengine - INFO - Epoch(train) [101][2800/3757] lr: 4.132e-03 eta: 21:44:03 time: 0.250 data_time: 0.007 memory: 5036 grad_norm: 8.9489 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1234 loss: 2.1234 2022/06/26 16:43:11 - mmengine - INFO - Epoch(train) [101][2820/3757] lr: 4.132e-03 eta: 21:43:57 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 7.2586 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5288 loss: 2.5288 2022/06/26 16:43:16 - mmengine - INFO - Epoch(train) [101][2840/3757] lr: 4.132e-03 eta: 21:43:52 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 7.0275 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3192 loss: 2.3192 2022/06/26 16:43:21 - mmengine - INFO - Epoch(train) [101][2860/3757] lr: 4.132e-03 eta: 21:43:47 time: 0.254 data_time: 0.008 memory: 5036 grad_norm: 6.9919 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6861 loss: 2.6861 2022/06/26 16:43:27 - mmengine - INFO - Epoch(train) [101][2880/3757] lr: 4.132e-03 eta: 21:43:42 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 8.2422 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4999 loss: 2.4999 2022/06/26 16:43:32 - mmengine - INFO - Epoch(train) [101][2900/3757] lr: 4.132e-03 eta: 21:43:36 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 7.4093 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6464 loss: 1.6464 2022/06/26 16:43:37 - mmengine - INFO - Epoch(train) [101][2920/3757] lr: 4.132e-03 eta: 21:43:31 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 7.2141 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.2572 loss: 2.2572 2022/06/26 16:43:42 - mmengine - INFO - Epoch(train) [101][2940/3757] lr: 4.132e-03 eta: 21:43:26 time: 0.251 data_time: 0.009 memory: 5036 grad_norm: 8.6529 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.3854 loss: 2.3854 2022/06/26 16:43:47 - mmengine - INFO - Epoch(train) [101][2960/3757] lr: 4.132e-03 eta: 21:43:20 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.1139 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.3906 loss: 2.3906 2022/06/26 16:43:53 - mmengine - INFO - Epoch(train) [101][2980/3757] lr: 4.132e-03 eta: 21:43:15 time: 0.257 data_time: 0.010 memory: 5036 grad_norm: 7.7260 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5540 loss: 2.5540 2022/06/26 16:43:58 - mmengine - INFO - Epoch(train) [101][3000/3757] lr: 4.132e-03 eta: 21:43:10 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.9533 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.8398 loss: 1.8398 2022/06/26 16:44:03 - mmengine - INFO - Epoch(train) [101][3020/3757] lr: 4.132e-03 eta: 21:43:04 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 8.5438 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6030 loss: 2.6030 2022/06/26 16:44:08 - mmengine - INFO - Epoch(train) [101][3040/3757] lr: 4.132e-03 eta: 21:42:59 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 6.9840 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.4119 loss: 2.4119 2022/06/26 16:44:14 - mmengine - INFO - Epoch(train) [101][3060/3757] lr: 4.132e-03 eta: 21:42:54 time: 0.302 data_time: 0.012 memory: 5036 grad_norm: 6.5991 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5195 loss: 2.5195 2022/06/26 16:44:19 - mmengine - INFO - Epoch(train) [101][3080/3757] lr: 4.132e-03 eta: 21:42:49 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 7.0516 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.2857 loss: 2.2857 2022/06/26 16:44:24 - mmengine - INFO - Epoch(train) [101][3100/3757] lr: 4.132e-03 eta: 21:42:43 time: 0.251 data_time: 0.009 memory: 5036 grad_norm: 7.6287 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0747 loss: 2.0747 2022/06/26 16:44:29 - mmengine - INFO - Epoch(train) [101][3120/3757] lr: 4.132e-03 eta: 21:42:38 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 7.0983 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0114 loss: 2.0114 2022/06/26 16:44:35 - mmengine - INFO - Epoch(train) [101][3140/3757] lr: 4.132e-03 eta: 21:42:33 time: 0.251 data_time: 0.009 memory: 5036 grad_norm: 8.5357 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.2426 loss: 2.2426 2022/06/26 16:44:40 - mmengine - INFO - Epoch(train) [101][3160/3757] lr: 4.132e-03 eta: 21:42:27 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 9.0926 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4974 loss: 2.4974 2022/06/26 16:44:45 - mmengine - INFO - Epoch(train) [101][3180/3757] lr: 4.132e-03 eta: 21:42:22 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 7.8560 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.8988 loss: 2.8988 2022/06/26 16:44:51 - mmengine - INFO - Epoch(train) [101][3200/3757] lr: 4.132e-03 eta: 21:42:17 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 8.8113 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1530 loss: 2.1530 2022/06/26 16:44:56 - mmengine - INFO - Epoch(train) [101][3220/3757] lr: 4.132e-03 eta: 21:42:12 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 5.9046 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2772 loss: 2.2772 2022/06/26 16:45:01 - mmengine - INFO - Epoch(train) [101][3240/3757] lr: 4.132e-03 eta: 21:42:06 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 7.1264 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.1085 loss: 2.1085 2022/06/26 16:45:06 - mmengine - INFO - Epoch(train) [101][3260/3757] lr: 4.132e-03 eta: 21:42:01 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 8.6152 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.1093 loss: 2.1093 2022/06/26 16:45:11 - mmengine - INFO - Epoch(train) [101][3280/3757] lr: 4.132e-03 eta: 21:41:56 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 7.4010 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3905 loss: 2.3905 2022/06/26 16:45:17 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 16:45:17 - mmengine - INFO - Epoch(train) [101][3300/3757] lr: 4.132e-03 eta: 21:41:51 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 7.1013 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9829 loss: 1.9829 2022/06/26 16:45:22 - mmengine - INFO - Epoch(train) [101][3320/3757] lr: 4.132e-03 eta: 21:41:45 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 6.7861 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.5614 loss: 2.5614 2022/06/26 16:45:27 - mmengine - INFO - Epoch(train) [101][3340/3757] lr: 4.132e-03 eta: 21:41:40 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 7.8721 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3451 loss: 2.3451 2022/06/26 16:45:32 - mmengine - INFO - Epoch(train) [101][3360/3757] lr: 4.132e-03 eta: 21:41:35 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 7.5584 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1001 loss: 2.1001 2022/06/26 16:45:37 - mmengine - INFO - Epoch(train) [101][3380/3757] lr: 4.132e-03 eta: 21:41:29 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 7.6167 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0349 loss: 2.0349 2022/06/26 16:45:42 - mmengine - INFO - Epoch(train) [101][3400/3757] lr: 4.132e-03 eta: 21:41:24 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 7.4400 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1065 loss: 2.1065 2022/06/26 16:45:48 - mmengine - INFO - Epoch(train) [101][3420/3757] lr: 4.132e-03 eta: 21:41:19 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 8.0576 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.6510 loss: 1.6510 2022/06/26 16:45:53 - mmengine - INFO - Epoch(train) [101][3440/3757] lr: 4.132e-03 eta: 21:41:13 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 8.8556 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3862 loss: 2.3862 2022/06/26 16:45:58 - mmengine - INFO - Epoch(train) [101][3460/3757] lr: 4.132e-03 eta: 21:41:08 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 7.8667 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.0582 loss: 2.0582 2022/06/26 16:46:03 - mmengine - INFO - Epoch(train) [101][3480/3757] lr: 4.132e-03 eta: 21:41:03 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 8.1380 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6061 loss: 2.6061 2022/06/26 16:46:09 - mmengine - INFO - Epoch(train) [101][3500/3757] lr: 4.132e-03 eta: 21:40:57 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 8.0704 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0651 loss: 2.0651 2022/06/26 16:46:14 - mmengine - INFO - Epoch(train) [101][3520/3757] lr: 4.132e-03 eta: 21:40:52 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 8.6850 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2902 loss: 2.2902 2022/06/26 16:46:19 - mmengine - INFO - Epoch(train) [101][3540/3757] lr: 4.132e-03 eta: 21:40:47 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 7.8470 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3364 loss: 2.3364 2022/06/26 16:46:24 - mmengine - INFO - Epoch(train) [101][3560/3757] lr: 4.132e-03 eta: 21:40:42 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 8.0432 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.5306 loss: 2.5306 2022/06/26 16:46:30 - mmengine - INFO - Epoch(train) [101][3580/3757] lr: 4.132e-03 eta: 21:40:36 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 7.4987 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5197 loss: 2.5197 2022/06/26 16:46:35 - mmengine - INFO - Epoch(train) [101][3600/3757] lr: 4.132e-03 eta: 21:40:31 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 8.3151 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.4718 loss: 2.4718 2022/06/26 16:46:40 - mmengine - INFO - Epoch(train) [101][3620/3757] lr: 4.132e-03 eta: 21:40:26 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 6.3560 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9736 loss: 1.9736 2022/06/26 16:46:45 - mmengine - INFO - Epoch(train) [101][3640/3757] lr: 4.132e-03 eta: 21:40:20 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 8.9208 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.1668 loss: 2.1668 2022/06/26 16:46:51 - mmengine - INFO - Epoch(train) [101][3660/3757] lr: 4.132e-03 eta: 21:40:15 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 8.6251 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2080 loss: 2.2080 2022/06/26 16:46:56 - mmengine - INFO - Epoch(train) [101][3680/3757] lr: 4.132e-03 eta: 21:40:10 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 9.1955 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.4663 loss: 2.4663 2022/06/26 16:47:01 - mmengine - INFO - Epoch(train) [101][3700/3757] lr: 4.132e-03 eta: 21:40:05 time: 0.256 data_time: 0.013 memory: 5036 grad_norm: 8.4411 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0274 loss: 2.0274 2022/06/26 16:47:06 - mmengine - INFO - Epoch(train) [101][3720/3757] lr: 4.132e-03 eta: 21:39:59 time: 0.265 data_time: 0.006 memory: 5036 grad_norm: 6.2392 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2354 loss: 2.2354 2022/06/26 16:47:11 - mmengine - INFO - Epoch(train) [101][3740/3757] lr: 4.132e-03 eta: 21:39:54 time: 0.237 data_time: 0.003 memory: 5036 grad_norm: 7.1009 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8258 loss: 1.8258 2022/06/26 16:47:16 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 16:47:16 - mmengine - INFO - Saving checkpoint at 101 epochs 2022/06/26 16:47:28 - mmengine - INFO - Epoch(val) [101][20/310] eta: 0:01:42 time: 0.120 data_time: 0.012 memory: 5036 2022/06/26 16:47:33 - mmengine - INFO - Epoch(val) [101][40/310] eta: 0:01:32 time: 0.110 data_time: 0.008 memory: 1723 2022/06/26 16:47:37 - mmengine - INFO - Epoch(val) [101][60/310] eta: 0:00:27 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 16:47:42 - mmengine - INFO - Epoch(val) [101][80/310] eta: 0:00:33 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 16:47:49 - mmengine - INFO - Epoch(val) [101][100/310] eta: 0:01:01 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 16:47:54 - mmengine - INFO - Epoch(val) [101][120/310] eta: 0:01:10 time: 0.737 data_time: 0.635 memory: 1723 2022/06/26 16:47:59 - mmengine - INFO - Epoch(val) [101][140/310] eta: 0:00:23 time: 0.103 data_time: 0.002 memory: 1723 2022/06/26 16:48:03 - mmengine - INFO - Epoch(val) [101][160/310] eta: 0:00:21 time: 0.104 data_time: 0.001 memory: 1723 2022/06/26 16:48:10 - mmengine - INFO - Epoch(val) [101][180/310] eta: 0:00:36 time: 0.111 data_time: 0.001 memory: 1723 2022/06/26 16:48:15 - mmengine - INFO - Epoch(val) [101][200/310] eta: 0:00:40 time: 0.315 data_time: 0.213 memory: 1723 2022/06/26 16:48:20 - mmengine - INFO - Epoch(val) [101][220/310] eta: 0:00:13 time: 0.108 data_time: 0.001 memory: 1723 2022/06/26 16:48:24 - mmengine - INFO - Epoch(val) [101][240/310] eta: 0:00:08 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 16:48:31 - mmengine - INFO - Epoch(val) [101][260/310] eta: 0:00:16 time: 0.108 data_time: 0.001 memory: 1723 2022/06/26 16:48:35 - mmengine - INFO - Epoch(val) [101][280/310] eta: 0:00:09 time: 0.119 data_time: 0.007 memory: 1723 2022/06/26 16:48:38 - mmengine - INFO - Epoch(val) [101][300/310] eta: 0:00:01 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 16:48:40 - mmengine - INFO - Epoch(val) [101][310/310] acc/top1: 0.5347 acc/top5: 0.7754 acc/mean1: 0.5345 2022/06/26 16:48:50 - mmengine - INFO - Epoch(train) [102][20/3757] lr: 4.046e-03 eta: 21:39:46 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 8.4337 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9680 loss: 1.9680 2022/06/26 16:48:55 - mmengine - INFO - Epoch(train) [102][40/3757] lr: 4.046e-03 eta: 21:39:41 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 7.3394 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8373 loss: 2.8373 2022/06/26 16:49:00 - mmengine - INFO - Epoch(train) [102][60/3757] lr: 4.046e-03 eta: 21:39:36 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 8.0193 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0577 loss: 2.0577 2022/06/26 16:49:05 - mmengine - INFO - Epoch(train) [102][80/3757] lr: 4.046e-03 eta: 21:39:30 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 7.3990 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3793 loss: 2.3793 2022/06/26 16:49:11 - mmengine - INFO - Epoch(train) [102][100/3757] lr: 4.046e-03 eta: 21:39:25 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 7.9647 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8646 loss: 2.8646 2022/06/26 16:49:16 - mmengine - INFO - Epoch(train) [102][120/3757] lr: 4.046e-03 eta: 21:39:20 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 8.4962 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.2617 loss: 2.2617 2022/06/26 16:49:21 - mmengine - INFO - Epoch(train) [102][140/3757] lr: 4.046e-03 eta: 21:39:15 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 7.5242 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.3123 loss: 2.3123 2022/06/26 16:49:27 - mmengine - INFO - Epoch(train) [102][160/3757] lr: 4.046e-03 eta: 21:39:09 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 7.4208 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4504 loss: 2.4504 2022/06/26 16:49:32 - mmengine - INFO - Epoch(train) [102][180/3757] lr: 4.046e-03 eta: 21:39:04 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 9.4550 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3652 loss: 2.3652 2022/06/26 16:49:37 - mmengine - INFO - Epoch(train) [102][200/3757] lr: 4.046e-03 eta: 21:38:59 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 7.1347 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3961 loss: 2.3961 2022/06/26 16:49:43 - mmengine - INFO - Epoch(train) [102][220/3757] lr: 4.046e-03 eta: 21:38:54 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 5.7909 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.3560 loss: 2.3560 2022/06/26 16:49:48 - mmengine - INFO - Epoch(train) [102][240/3757] lr: 4.046e-03 eta: 21:38:49 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 7.3810 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5480 loss: 2.5480 2022/06/26 16:49:54 - mmengine - INFO - Epoch(train) [102][260/3757] lr: 4.046e-03 eta: 21:38:44 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 8.1215 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.1045 loss: 2.1045 2022/06/26 16:49:59 - mmengine - INFO - Epoch(train) [102][280/3757] lr: 4.046e-03 eta: 21:38:38 time: 0.263 data_time: 0.004 memory: 5036 grad_norm: 8.6304 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2725 loss: 2.2725 2022/06/26 16:50:04 - mmengine - INFO - Epoch(train) [102][300/3757] lr: 4.046e-03 eta: 21:38:33 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 8.5656 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7314 loss: 2.7314 2022/06/26 16:50:09 - mmengine - INFO - Epoch(train) [102][320/3757] lr: 4.046e-03 eta: 21:38:28 time: 0.271 data_time: 0.024 memory: 5036 grad_norm: 7.9731 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1761 loss: 2.1761 2022/06/26 16:50:15 - mmengine - INFO - Epoch(train) [102][340/3757] lr: 4.046e-03 eta: 21:38:23 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 8.3779 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8806 loss: 1.8806 2022/06/26 16:50:20 - mmengine - INFO - Epoch(train) [102][360/3757] lr: 4.046e-03 eta: 21:38:17 time: 0.263 data_time: 0.004 memory: 5036 grad_norm: 6.7424 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4056 loss: 2.4056 2022/06/26 16:50:25 - mmengine - INFO - Epoch(train) [102][380/3757] lr: 4.046e-03 eta: 21:38:12 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 7.4606 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9729 loss: 1.9729 2022/06/26 16:50:31 - mmengine - INFO - Epoch(train) [102][400/3757] lr: 4.046e-03 eta: 21:38:07 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 8.5307 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.7138 loss: 2.7138 2022/06/26 16:50:36 - mmengine - INFO - Epoch(train) [102][420/3757] lr: 4.046e-03 eta: 21:38:02 time: 0.269 data_time: 0.003 memory: 5036 grad_norm: 8.0374 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2267 loss: 2.2267 2022/06/26 16:50:41 - mmengine - INFO - Epoch(train) [102][440/3757] lr: 4.046e-03 eta: 21:37:56 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 6.8002 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0622 loss: 2.0622 2022/06/26 16:50:46 - mmengine - INFO - Epoch(train) [102][460/3757] lr: 4.046e-03 eta: 21:37:51 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 7.9795 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.6696 loss: 2.6696 2022/06/26 16:50:51 - mmengine - INFO - Epoch(train) [102][480/3757] lr: 4.046e-03 eta: 21:37:46 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 8.0564 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5926 loss: 2.5926 2022/06/26 16:50:57 - mmengine - INFO - Epoch(train) [102][500/3757] lr: 4.046e-03 eta: 21:37:41 time: 0.269 data_time: 0.003 memory: 5036 grad_norm: 7.9941 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.0949 loss: 2.0949 2022/06/26 16:51:02 - mmengine - INFO - Epoch(train) [102][520/3757] lr: 4.046e-03 eta: 21:37:35 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 7.7068 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2499 loss: 2.2499 2022/06/26 16:51:07 - mmengine - INFO - Epoch(train) [102][540/3757] lr: 4.046e-03 eta: 21:37:30 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 8.5011 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2598 loss: 2.2598 2022/06/26 16:51:08 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 16:51:12 - mmengine - INFO - Epoch(train) [102][560/3757] lr: 4.046e-03 eta: 21:37:25 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 6.7334 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.2294 loss: 2.2294 2022/06/26 16:51:18 - mmengine - INFO - Epoch(train) [102][580/3757] lr: 4.046e-03 eta: 21:37:19 time: 0.272 data_time: 0.003 memory: 5036 grad_norm: 7.5522 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4171 loss: 2.4171 2022/06/26 16:51:23 - mmengine - INFO - Epoch(train) [102][600/3757] lr: 4.046e-03 eta: 21:37:14 time: 0.254 data_time: 0.012 memory: 5036 grad_norm: 6.4403 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.1329 loss: 2.1329 2022/06/26 16:51:28 - mmengine - INFO - Epoch(train) [102][620/3757] lr: 4.046e-03 eta: 21:37:09 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 6.4719 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1912 loss: 2.1912 2022/06/26 16:51:34 - mmengine - INFO - Epoch(train) [102][640/3757] lr: 4.046e-03 eta: 21:37:04 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 8.1511 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.7188 loss: 2.7188 2022/06/26 16:51:39 - mmengine - INFO - Epoch(train) [102][660/3757] lr: 4.046e-03 eta: 21:36:58 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 7.6215 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3034 loss: 2.3034 2022/06/26 16:51:44 - mmengine - INFO - Epoch(train) [102][680/3757] lr: 4.046e-03 eta: 21:36:53 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 7.2000 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.8950 loss: 1.8950 2022/06/26 16:51:50 - mmengine - INFO - Epoch(train) [102][700/3757] lr: 4.046e-03 eta: 21:36:48 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 8.0488 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.0266 loss: 2.0266 2022/06/26 16:51:55 - mmengine - INFO - Epoch(train) [102][720/3757] lr: 4.046e-03 eta: 21:36:43 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 8.3109 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.1873 loss: 2.1873 2022/06/26 16:52:01 - mmengine - INFO - Epoch(train) [102][740/3757] lr: 4.046e-03 eta: 21:36:38 time: 0.256 data_time: 0.014 memory: 5036 grad_norm: 7.0075 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4700 loss: 2.4700 2022/06/26 16:52:06 - mmengine - INFO - Epoch(train) [102][760/3757] lr: 4.046e-03 eta: 21:36:32 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 6.9496 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0760 loss: 2.0760 2022/06/26 16:52:11 - mmengine - INFO - Epoch(train) [102][780/3757] lr: 4.046e-03 eta: 21:36:27 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 7.6054 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.4386 loss: 2.4386 2022/06/26 16:52:16 - mmengine - INFO - Epoch(train) [102][800/3757] lr: 4.046e-03 eta: 21:36:22 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.0184 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4769 loss: 2.4769 2022/06/26 16:52:21 - mmengine - INFO - Epoch(train) [102][820/3757] lr: 4.046e-03 eta: 21:36:17 time: 0.252 data_time: 0.008 memory: 5036 grad_norm: 7.6699 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.3227 loss: 2.3227 2022/06/26 16:52:26 - mmengine - INFO - Epoch(train) [102][840/3757] lr: 4.046e-03 eta: 21:36:11 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 6.8953 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.2311 loss: 2.2311 2022/06/26 16:52:32 - mmengine - INFO - Epoch(train) [102][860/3757] lr: 4.046e-03 eta: 21:36:06 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 7.7950 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 3.1929 loss: 3.1929 2022/06/26 16:52:37 - mmengine - INFO - Epoch(train) [102][880/3757] lr: 4.046e-03 eta: 21:36:01 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 8.7644 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.4318 loss: 2.4318 2022/06/26 16:52:42 - mmengine - INFO - Epoch(train) [102][900/3757] lr: 4.046e-03 eta: 21:35:55 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 6.1646 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.7717 loss: 1.7717 2022/06/26 16:52:47 - mmengine - INFO - Epoch(train) [102][920/3757] lr: 4.046e-03 eta: 21:35:50 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 7.7412 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1282 loss: 2.1282 2022/06/26 16:52:52 - mmengine - INFO - Epoch(train) [102][940/3757] lr: 4.046e-03 eta: 21:35:45 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 8.7091 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.3772 loss: 2.3772 2022/06/26 16:52:58 - mmengine - INFO - Epoch(train) [102][960/3757] lr: 4.046e-03 eta: 21:35:39 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 7.0647 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.9763 loss: 1.9763 2022/06/26 16:53:03 - mmengine - INFO - Epoch(train) [102][980/3757] lr: 4.046e-03 eta: 21:35:34 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 8.1264 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.6386 loss: 2.6386 2022/06/26 16:53:08 - mmengine - INFO - Epoch(train) [102][1000/3757] lr: 4.046e-03 eta: 21:35:29 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 8.2224 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9103 loss: 1.9103 2022/06/26 16:53:13 - mmengine - INFO - Epoch(train) [102][1020/3757] lr: 4.046e-03 eta: 21:35:23 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 6.9268 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.5598 loss: 2.5598 2022/06/26 16:53:18 - mmengine - INFO - Epoch(train) [102][1040/3757] lr: 4.046e-03 eta: 21:35:18 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 7.7614 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.3094 loss: 2.3094 2022/06/26 16:53:24 - mmengine - INFO - Epoch(train) [102][1060/3757] lr: 4.046e-03 eta: 21:35:13 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 7.9667 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8318 loss: 1.8318 2022/06/26 16:53:29 - mmengine - INFO - Epoch(train) [102][1080/3757] lr: 4.046e-03 eta: 21:35:08 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 7.4694 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.1664 loss: 2.1664 2022/06/26 16:53:34 - mmengine - INFO - Epoch(train) [102][1100/3757] lr: 4.046e-03 eta: 21:35:02 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 8.1555 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7448 loss: 2.7448 2022/06/26 16:53:40 - mmengine - INFO - Epoch(train) [102][1120/3757] lr: 4.046e-03 eta: 21:34:57 time: 0.642 data_time: 0.003 memory: 5036 grad_norm: 8.2347 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1936 loss: 2.1936 2022/06/26 16:53:45 - mmengine - INFO - Epoch(train) [102][1140/3757] lr: 4.046e-03 eta: 21:34:52 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 7.3782 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.0964 loss: 2.0964 2022/06/26 16:53:51 - mmengine - INFO - Epoch(train) [102][1160/3757] lr: 4.046e-03 eta: 21:34:47 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 8.2344 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1174 loss: 2.1174 2022/06/26 16:53:56 - mmengine - INFO - Epoch(train) [102][1180/3757] lr: 4.046e-03 eta: 21:34:42 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 9.3452 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.3297 loss: 2.3297 2022/06/26 16:54:01 - mmengine - INFO - Epoch(train) [102][1200/3757] lr: 4.046e-03 eta: 21:34:36 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 7.7777 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.5658 loss: 2.5658 2022/06/26 16:54:06 - mmengine - INFO - Epoch(train) [102][1220/3757] lr: 4.046e-03 eta: 21:34:31 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 8.0872 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9743 loss: 1.9743 2022/06/26 16:54:11 - mmengine - INFO - Epoch(train) [102][1240/3757] lr: 4.046e-03 eta: 21:34:26 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 7.6937 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.4010 loss: 2.4010 2022/06/26 16:54:17 - mmengine - INFO - Epoch(train) [102][1260/3757] lr: 4.046e-03 eta: 21:34:20 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 7.5195 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.2623 loss: 2.2623 2022/06/26 16:54:22 - mmengine - INFO - Epoch(train) [102][1280/3757] lr: 4.046e-03 eta: 21:34:15 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.4834 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4086 loss: 2.4086 2022/06/26 16:54:27 - mmengine - INFO - Epoch(train) [102][1300/3757] lr: 4.046e-03 eta: 21:34:10 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 7.8378 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.2950 loss: 2.2950 2022/06/26 16:54:32 - mmengine - INFO - Epoch(train) [102][1320/3757] lr: 4.046e-03 eta: 21:34:04 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 7.1888 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.9927 loss: 1.9927 2022/06/26 16:54:37 - mmengine - INFO - Epoch(train) [102][1340/3757] lr: 4.046e-03 eta: 21:33:59 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 7.1744 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3117 loss: 2.3117 2022/06/26 16:54:43 - mmengine - INFO - Epoch(train) [102][1360/3757] lr: 4.046e-03 eta: 21:33:54 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 7.9462 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5232 loss: 2.5232 2022/06/26 16:54:48 - mmengine - INFO - Epoch(train) [102][1380/3757] lr: 4.046e-03 eta: 21:33:49 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 8.5487 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.5289 loss: 2.5289 2022/06/26 16:54:53 - mmengine - INFO - Epoch(train) [102][1400/3757] lr: 4.046e-03 eta: 21:33:43 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 7.7673 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.1618 loss: 2.1618 2022/06/26 16:54:59 - mmengine - INFO - Epoch(train) [102][1420/3757] lr: 4.046e-03 eta: 21:33:38 time: 0.251 data_time: 0.008 memory: 5036 grad_norm: 6.9529 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.3813 loss: 2.3813 2022/06/26 16:55:04 - mmengine - INFO - Epoch(train) [102][1440/3757] lr: 4.046e-03 eta: 21:33:33 time: 0.252 data_time: 0.010 memory: 5036 grad_norm: 6.8780 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.3551 loss: 2.3551 2022/06/26 16:55:09 - mmengine - INFO - Epoch(train) [102][1460/3757] lr: 4.046e-03 eta: 21:33:28 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 7.5656 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.1088 loss: 2.1088 2022/06/26 16:55:14 - mmengine - INFO - Epoch(train) [102][1480/3757] lr: 4.046e-03 eta: 21:33:22 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 8.1257 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.3030 loss: 2.3030 2022/06/26 16:55:20 - mmengine - INFO - Epoch(train) [102][1500/3757] lr: 4.046e-03 eta: 21:33:17 time: 0.495 data_time: 0.006 memory: 5036 grad_norm: 8.6071 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4487 loss: 2.4487 2022/06/26 16:55:25 - mmengine - INFO - Epoch(train) [102][1520/3757] lr: 4.046e-03 eta: 21:33:12 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 6.9842 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0412 loss: 2.0412 2022/06/26 16:55:30 - mmengine - INFO - Epoch(train) [102][1540/3757] lr: 4.046e-03 eta: 21:33:07 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 8.4274 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5351 loss: 2.5351 2022/06/26 16:55:31 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 16:55:35 - mmengine - INFO - Epoch(train) [102][1560/3757] lr: 4.046e-03 eta: 21:33:01 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 8.4533 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4490 loss: 2.4490 2022/06/26 16:55:41 - mmengine - INFO - Epoch(train) [102][1580/3757] lr: 4.046e-03 eta: 21:32:56 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 7.9485 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2703 loss: 2.2703 2022/06/26 16:55:46 - mmengine - INFO - Epoch(train) [102][1600/3757] lr: 4.046e-03 eta: 21:32:51 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 7.4975 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5871 loss: 1.5871 2022/06/26 16:55:51 - mmengine - INFO - Epoch(train) [102][1620/3757] lr: 4.046e-03 eta: 21:32:46 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 8.0885 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2683 loss: 2.2683 2022/06/26 16:55:56 - mmengine - INFO - Epoch(train) [102][1640/3757] lr: 4.046e-03 eta: 21:32:40 time: 0.252 data_time: 0.010 memory: 5036 grad_norm: 7.1147 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5365 loss: 2.5365 2022/06/26 16:56:02 - mmengine - INFO - Epoch(train) [102][1660/3757] lr: 4.046e-03 eta: 21:32:35 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 6.2938 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 2.3670 loss: 2.3670 2022/06/26 16:56:07 - mmengine - INFO - Epoch(train) [102][1680/3757] lr: 4.046e-03 eta: 21:32:30 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 8.0215 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.9721 loss: 1.9721 2022/06/26 16:56:12 - mmengine - INFO - Epoch(train) [102][1700/3757] lr: 4.046e-03 eta: 21:32:24 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 8.2128 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1505 loss: 2.1505 2022/06/26 16:56:17 - mmengine - INFO - Epoch(train) [102][1720/3757] lr: 4.046e-03 eta: 21:32:19 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 6.0256 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1369 loss: 2.1369 2022/06/26 16:56:23 - mmengine - INFO - Epoch(train) [102][1740/3757] lr: 4.046e-03 eta: 21:32:14 time: 0.257 data_time: 0.011 memory: 5036 grad_norm: 8.0038 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6477 loss: 2.6477 2022/06/26 16:56:28 - mmengine - INFO - Epoch(train) [102][1760/3757] lr: 4.046e-03 eta: 21:32:08 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 8.7185 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0624 loss: 2.0624 2022/06/26 16:56:33 - mmengine - INFO - Epoch(train) [102][1780/3757] lr: 4.046e-03 eta: 21:32:03 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 7.6225 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.9635 loss: 2.9635 2022/06/26 16:56:38 - mmengine - INFO - Epoch(train) [102][1800/3757] lr: 4.046e-03 eta: 21:31:58 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 7.8754 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.1849 loss: 2.1849 2022/06/26 16:56:43 - mmengine - INFO - Epoch(train) [102][1820/3757] lr: 4.046e-03 eta: 21:31:52 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 7.2428 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0389 loss: 2.0389 2022/06/26 16:56:48 - mmengine - INFO - Epoch(train) [102][1840/3757] lr: 4.046e-03 eta: 21:31:47 time: 0.252 data_time: 0.004 memory: 5036 grad_norm: 8.6868 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.0562 loss: 2.0562 2022/06/26 16:56:54 - mmengine - INFO - Epoch(train) [102][1860/3757] lr: 4.046e-03 eta: 21:31:42 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 7.8486 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7506 loss: 2.7506 2022/06/26 16:56:59 - mmengine - INFO - Epoch(train) [102][1880/3757] lr: 4.046e-03 eta: 21:31:36 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 7.1636 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.3101 loss: 2.3101 2022/06/26 16:57:04 - mmengine - INFO - Epoch(train) [102][1900/3757] lr: 4.046e-03 eta: 21:31:31 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 7.9872 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5111 loss: 2.5111 2022/06/26 16:57:09 - mmengine - INFO - Epoch(train) [102][1920/3757] lr: 4.046e-03 eta: 21:31:26 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 7.4564 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0195 loss: 2.0195 2022/06/26 16:57:15 - mmengine - INFO - Epoch(train) [102][1940/3757] lr: 4.046e-03 eta: 21:31:21 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 7.6162 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.2679 loss: 2.2679 2022/06/26 16:57:20 - mmengine - INFO - Epoch(train) [102][1960/3757] lr: 4.046e-03 eta: 21:31:15 time: 0.267 data_time: 0.011 memory: 5036 grad_norm: 6.7960 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4114 loss: 2.4114 2022/06/26 16:57:25 - mmengine - INFO - Epoch(train) [102][1980/3757] lr: 4.046e-03 eta: 21:31:10 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 7.6765 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.0695 loss: 2.0695 2022/06/26 16:57:30 - mmengine - INFO - Epoch(train) [102][2000/3757] lr: 4.046e-03 eta: 21:31:05 time: 0.250 data_time: 0.010 memory: 5036 grad_norm: 7.7265 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0431 loss: 2.0431 2022/06/26 16:57:35 - mmengine - INFO - Epoch(train) [102][2020/3757] lr: 4.046e-03 eta: 21:30:59 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 7.9394 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7226 loss: 2.7226 2022/06/26 16:57:41 - mmengine - INFO - Epoch(train) [102][2040/3757] lr: 4.046e-03 eta: 21:30:54 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 7.0560 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6973 loss: 1.6973 2022/06/26 16:57:46 - mmengine - INFO - Epoch(train) [102][2060/3757] lr: 4.046e-03 eta: 21:30:49 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 7.1995 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9543 loss: 1.9543 2022/06/26 16:57:51 - mmengine - INFO - Epoch(train) [102][2080/3757] lr: 4.046e-03 eta: 21:30:43 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 8.3309 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.0084 loss: 2.0084 2022/06/26 16:57:56 - mmengine - INFO - Epoch(train) [102][2100/3757] lr: 4.046e-03 eta: 21:30:38 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 8.4225 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4937 loss: 2.4937 2022/06/26 16:58:01 - mmengine - INFO - Epoch(train) [102][2120/3757] lr: 4.046e-03 eta: 21:30:33 time: 0.251 data_time: 0.004 memory: 5036 grad_norm: 8.0089 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4211 loss: 2.4211 2022/06/26 16:58:07 - mmengine - INFO - Epoch(train) [102][2140/3757] lr: 4.046e-03 eta: 21:30:27 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 8.9780 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9080 loss: 2.9080 2022/06/26 16:58:12 - mmengine - INFO - Epoch(train) [102][2160/3757] lr: 4.046e-03 eta: 21:30:22 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.6089 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.9215 loss: 1.9215 2022/06/26 16:58:17 - mmengine - INFO - Epoch(train) [102][2180/3757] lr: 4.046e-03 eta: 21:30:17 time: 0.254 data_time: 0.012 memory: 5036 grad_norm: 7.4876 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1429 loss: 2.1429 2022/06/26 16:58:22 - mmengine - INFO - Epoch(train) [102][2200/3757] lr: 4.046e-03 eta: 21:30:12 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 8.2015 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.6253 loss: 2.6253 2022/06/26 16:58:28 - mmengine - INFO - Epoch(train) [102][2220/3757] lr: 4.046e-03 eta: 21:30:06 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 8.1081 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.6027 loss: 1.6027 2022/06/26 16:58:33 - mmengine - INFO - Epoch(train) [102][2240/3757] lr: 4.046e-03 eta: 21:30:01 time: 0.251 data_time: 0.007 memory: 5036 grad_norm: 8.1622 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1386 loss: 2.1386 2022/06/26 16:58:38 - mmengine - INFO - Epoch(train) [102][2260/3757] lr: 4.046e-03 eta: 21:29:56 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 7.9653 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3074 loss: 2.3074 2022/06/26 16:58:43 - mmengine - INFO - Epoch(train) [102][2280/3757] lr: 4.046e-03 eta: 21:29:50 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 6.0044 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.4880 loss: 2.4880 2022/06/26 16:58:48 - mmengine - INFO - Epoch(train) [102][2300/3757] lr: 4.046e-03 eta: 21:29:45 time: 0.266 data_time: 0.006 memory: 5036 grad_norm: 7.9079 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6073 loss: 2.6073 2022/06/26 16:58:54 - mmengine - INFO - Epoch(train) [102][2320/3757] lr: 4.046e-03 eta: 21:29:40 time: 0.264 data_time: 0.006 memory: 5036 grad_norm: 7.3698 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.1942 loss: 2.1942 2022/06/26 16:58:59 - mmengine - INFO - Epoch(train) [102][2340/3757] lr: 4.046e-03 eta: 21:29:35 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 7.7738 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0177 loss: 2.0177 2022/06/26 16:59:04 - mmengine - INFO - Epoch(train) [102][2360/3757] lr: 4.046e-03 eta: 21:29:29 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 7.3689 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.9278 loss: 2.9278 2022/06/26 16:59:10 - mmengine - INFO - Epoch(train) [102][2380/3757] lr: 4.046e-03 eta: 21:29:24 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 7.0121 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0853 loss: 2.0853 2022/06/26 16:59:15 - mmengine - INFO - Epoch(train) [102][2400/3757] lr: 4.046e-03 eta: 21:29:19 time: 0.257 data_time: 0.008 memory: 5036 grad_norm: 8.1327 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.5465 loss: 1.5465 2022/06/26 16:59:20 - mmengine - INFO - Epoch(train) [102][2420/3757] lr: 4.046e-03 eta: 21:29:14 time: 0.271 data_time: 0.017 memory: 5036 grad_norm: 8.0967 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1431 loss: 2.1431 2022/06/26 16:59:25 - mmengine - INFO - Epoch(train) [102][2440/3757] lr: 4.046e-03 eta: 21:29:08 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 7.6770 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.2985 loss: 2.2985 2022/06/26 16:59:31 - mmengine - INFO - Epoch(train) [102][2460/3757] lr: 4.046e-03 eta: 21:29:03 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 7.7567 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.4949 loss: 2.4949 2022/06/26 16:59:36 - mmengine - INFO - Epoch(train) [102][2480/3757] lr: 4.046e-03 eta: 21:28:58 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 8.0313 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.1950 loss: 2.1950 2022/06/26 16:59:41 - mmengine - INFO - Epoch(train) [102][2500/3757] lr: 4.046e-03 eta: 21:28:53 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 8.0784 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2962 loss: 2.2962 2022/06/26 16:59:46 - mmengine - INFO - Epoch(train) [102][2520/3757] lr: 4.046e-03 eta: 21:28:47 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 7.6889 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.8603 loss: 2.8603 2022/06/26 16:59:52 - mmengine - INFO - Epoch(train) [102][2540/3757] lr: 4.046e-03 eta: 21:28:42 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 7.6039 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1735 loss: 2.1735 2022/06/26 16:59:52 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 16:59:57 - mmengine - INFO - Epoch(train) [102][2560/3757] lr: 4.046e-03 eta: 21:28:37 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 7.6496 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4018 loss: 2.4018 2022/06/26 17:00:02 - mmengine - INFO - Epoch(train) [102][2580/3757] lr: 4.046e-03 eta: 21:28:31 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 8.5816 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.3166 loss: 2.3166 2022/06/26 17:00:07 - mmengine - INFO - Epoch(train) [102][2600/3757] lr: 4.046e-03 eta: 21:28:26 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 7.6277 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.1789 loss: 2.1789 2022/06/26 17:00:13 - mmengine - INFO - Epoch(train) [102][2620/3757] lr: 4.046e-03 eta: 21:28:21 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 7.6619 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.0831 loss: 2.0831 2022/06/26 17:00:18 - mmengine - INFO - Epoch(train) [102][2640/3757] lr: 4.046e-03 eta: 21:28:16 time: 0.248 data_time: 0.004 memory: 5036 grad_norm: 8.9510 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.9955 loss: 2.9955 2022/06/26 17:00:23 - mmengine - INFO - Epoch(train) [102][2660/3757] lr: 4.046e-03 eta: 21:28:10 time: 0.252 data_time: 0.004 memory: 5036 grad_norm: 8.6204 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4882 loss: 2.4882 2022/06/26 17:00:28 - mmengine - INFO - Epoch(train) [102][2680/3757] lr: 4.046e-03 eta: 21:28:05 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 9.5604 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0845 loss: 2.0845 2022/06/26 17:00:34 - mmengine - INFO - Epoch(train) [102][2700/3757] lr: 4.046e-03 eta: 21:28:00 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 8.8080 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3216 loss: 2.3216 2022/06/26 17:00:39 - mmengine - INFO - Epoch(train) [102][2720/3757] lr: 4.046e-03 eta: 21:27:55 time: 0.251 data_time: 0.009 memory: 5036 grad_norm: 7.1430 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.1985 loss: 2.1985 2022/06/26 17:00:44 - mmengine - INFO - Epoch(train) [102][2740/3757] lr: 4.046e-03 eta: 21:27:49 time: 0.250 data_time: 0.009 memory: 5036 grad_norm: 8.0522 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.1356 loss: 2.1356 2022/06/26 17:00:49 - mmengine - INFO - Epoch(train) [102][2760/3757] lr: 4.046e-03 eta: 21:27:44 time: 0.258 data_time: 0.012 memory: 5036 grad_norm: 7.4936 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.2932 loss: 2.2932 2022/06/26 17:00:55 - mmengine - INFO - Epoch(train) [102][2780/3757] lr: 4.046e-03 eta: 21:27:39 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 7.2740 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.4718 loss: 2.4718 2022/06/26 17:01:00 - mmengine - INFO - Epoch(train) [102][2800/3757] lr: 4.046e-03 eta: 21:27:34 time: 0.264 data_time: 0.008 memory: 5036 grad_norm: 7.6626 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2677 loss: 2.2677 2022/06/26 17:01:05 - mmengine - INFO - Epoch(train) [102][2820/3757] lr: 4.046e-03 eta: 21:27:28 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 8.1065 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2865 loss: 2.2865 2022/06/26 17:01:11 - mmengine - INFO - Epoch(train) [102][2840/3757] lr: 4.046e-03 eta: 21:27:23 time: 0.305 data_time: 0.025 memory: 5036 grad_norm: 7.2728 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0607 loss: 2.0607 2022/06/26 17:01:16 - mmengine - INFO - Epoch(train) [102][2860/3757] lr: 4.046e-03 eta: 21:27:18 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 7.2751 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8962 loss: 1.8962 2022/06/26 17:01:21 - mmengine - INFO - Epoch(train) [102][2880/3757] lr: 4.046e-03 eta: 21:27:13 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 7.2919 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0745 loss: 2.0745 2022/06/26 17:01:26 - mmengine - INFO - Epoch(train) [102][2900/3757] lr: 4.046e-03 eta: 21:27:07 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 7.4089 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.0934 loss: 2.0934 2022/06/26 17:01:32 - mmengine - INFO - Epoch(train) [102][2920/3757] lr: 4.046e-03 eta: 21:27:02 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 6.6625 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.8544 loss: 1.8544 2022/06/26 17:01:37 - mmengine - INFO - Epoch(train) [102][2940/3757] lr: 4.046e-03 eta: 21:26:57 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 6.4346 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2799 loss: 2.2799 2022/06/26 17:01:42 - mmengine - INFO - Epoch(train) [102][2960/3757] lr: 4.046e-03 eta: 21:26:51 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 7.9314 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.6112 loss: 2.6112 2022/06/26 17:01:47 - mmengine - INFO - Epoch(train) [102][2980/3757] lr: 4.046e-03 eta: 21:26:46 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 8.8255 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1952 loss: 2.1952 2022/06/26 17:01:53 - mmengine - INFO - Epoch(train) [102][3000/3757] lr: 4.046e-03 eta: 21:26:41 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 7.8336 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1961 loss: 2.1961 2022/06/26 17:01:58 - mmengine - INFO - Epoch(train) [102][3020/3757] lr: 4.046e-03 eta: 21:26:36 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 7.3256 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4212 loss: 2.4212 2022/06/26 17:02:03 - mmengine - INFO - Epoch(train) [102][3040/3757] lr: 4.046e-03 eta: 21:26:30 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 7.8388 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3097 loss: 2.3097 2022/06/26 17:02:08 - mmengine - INFO - Epoch(train) [102][3060/3757] lr: 4.046e-03 eta: 21:26:25 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 7.7006 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3277 loss: 2.3277 2022/06/26 17:02:14 - mmengine - INFO - Epoch(train) [102][3080/3757] lr: 4.046e-03 eta: 21:26:20 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 8.5796 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1389 loss: 2.1389 2022/06/26 17:02:19 - mmengine - INFO - Epoch(train) [102][3100/3757] lr: 4.046e-03 eta: 21:26:15 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 7.5540 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1679 loss: 2.1679 2022/06/26 17:02:24 - mmengine - INFO - Epoch(train) [102][3120/3757] lr: 4.046e-03 eta: 21:26:09 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 7.5555 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4687 loss: 2.4687 2022/06/26 17:02:29 - mmengine - INFO - Epoch(train) [102][3140/3757] lr: 4.046e-03 eta: 21:26:04 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 7.8852 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.7207 loss: 2.7207 2022/06/26 17:02:35 - mmengine - INFO - Epoch(train) [102][3160/3757] lr: 4.046e-03 eta: 21:25:59 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 8.1475 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2934 loss: 2.2934 2022/06/26 17:02:40 - mmengine - INFO - Epoch(train) [102][3180/3757] lr: 4.046e-03 eta: 21:25:53 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 8.0341 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.4048 loss: 2.4048 2022/06/26 17:02:45 - mmengine - INFO - Epoch(train) [102][3200/3757] lr: 4.046e-03 eta: 21:25:48 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 7.1414 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9982 loss: 1.9982 2022/06/26 17:02:50 - mmengine - INFO - Epoch(train) [102][3220/3757] lr: 4.046e-03 eta: 21:25:43 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.5378 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.1240 loss: 2.1240 2022/06/26 17:02:55 - mmengine - INFO - Epoch(train) [102][3240/3757] lr: 4.046e-03 eta: 21:25:37 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.6604 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0200 loss: 2.0200 2022/06/26 17:03:01 - mmengine - INFO - Epoch(train) [102][3260/3757] lr: 4.046e-03 eta: 21:25:32 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 7.0029 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.0451 loss: 2.0451 2022/06/26 17:03:06 - mmengine - INFO - Epoch(train) [102][3280/3757] lr: 4.046e-03 eta: 21:25:27 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 7.9462 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3858 loss: 2.3858 2022/06/26 17:03:12 - mmengine - INFO - Epoch(train) [102][3300/3757] lr: 4.046e-03 eta: 21:25:22 time: 0.259 data_time: 0.008 memory: 5036 grad_norm: 6.2424 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.0004 loss: 2.0004 2022/06/26 17:03:17 - mmengine - INFO - Epoch(train) [102][3320/3757] lr: 4.046e-03 eta: 21:25:17 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 8.8683 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 2.7945 loss: 2.7945 2022/06/26 17:03:22 - mmengine - INFO - Epoch(train) [102][3340/3757] lr: 4.046e-03 eta: 21:25:11 time: 0.257 data_time: 0.010 memory: 5036 grad_norm: 7.4662 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.0616 loss: 2.0616 2022/06/26 17:03:27 - mmengine - INFO - Epoch(train) [102][3360/3757] lr: 4.046e-03 eta: 21:25:06 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 7.9658 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.3677 loss: 2.3677 2022/06/26 17:03:33 - mmengine - INFO - Epoch(train) [102][3380/3757] lr: 4.046e-03 eta: 21:25:01 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 7.7988 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.6090 loss: 2.6090 2022/06/26 17:03:38 - mmengine - INFO - Epoch(train) [102][3400/3757] lr: 4.046e-03 eta: 21:24:56 time: 0.247 data_time: 0.005 memory: 5036 grad_norm: 7.2760 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2547 loss: 2.2547 2022/06/26 17:03:43 - mmengine - INFO - Epoch(train) [102][3420/3757] lr: 4.046e-03 eta: 21:24:50 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 7.9968 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.4325 loss: 2.4325 2022/06/26 17:03:49 - mmengine - INFO - Epoch(train) [102][3440/3757] lr: 4.046e-03 eta: 21:24:45 time: 0.254 data_time: 0.012 memory: 5036 grad_norm: 7.5008 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2985 loss: 2.2985 2022/06/26 17:03:54 - mmengine - INFO - Epoch(train) [102][3460/3757] lr: 4.046e-03 eta: 21:24:40 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 7.5371 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9862 loss: 1.9862 2022/06/26 17:03:59 - mmengine - INFO - Epoch(train) [102][3480/3757] lr: 4.046e-03 eta: 21:24:34 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 7.0382 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.1899 loss: 2.1899 2022/06/26 17:04:04 - mmengine - INFO - Epoch(train) [102][3500/3757] lr: 4.046e-03 eta: 21:24:29 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 7.3592 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.9062 loss: 1.9062 2022/06/26 17:04:09 - mmengine - INFO - Epoch(train) [102][3520/3757] lr: 4.046e-03 eta: 21:24:24 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 8.6149 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8112 loss: 1.8112 2022/06/26 17:04:15 - mmengine - INFO - Epoch(train) [102][3540/3757] lr: 4.046e-03 eta: 21:24:19 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 8.3509 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.3123 loss: 2.3123 2022/06/26 17:04:16 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 17:04:20 - mmengine - INFO - Epoch(train) [102][3560/3757] lr: 4.046e-03 eta: 21:24:13 time: 0.251 data_time: 0.009 memory: 5036 grad_norm: 7.5760 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1825 loss: 2.1825 2022/06/26 17:04:25 - mmengine - INFO - Epoch(train) [102][3580/3757] lr: 4.046e-03 eta: 21:24:08 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 7.7784 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5526 loss: 2.5526 2022/06/26 17:04:31 - mmengine - INFO - Epoch(train) [102][3600/3757] lr: 4.046e-03 eta: 21:24:03 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 8.5835 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0642 loss: 2.0642 2022/06/26 17:04:36 - mmengine - INFO - Epoch(train) [102][3620/3757] lr: 4.046e-03 eta: 21:23:58 time: 0.257 data_time: 0.012 memory: 5036 grad_norm: 7.4630 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.4067 loss: 2.4067 2022/06/26 17:04:41 - mmengine - INFO - Epoch(train) [102][3640/3757] lr: 4.046e-03 eta: 21:23:52 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 8.5769 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7095 loss: 2.7095 2022/06/26 17:04:46 - mmengine - INFO - Epoch(train) [102][3660/3757] lr: 4.046e-03 eta: 21:23:47 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 7.9562 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3846 loss: 2.3846 2022/06/26 17:04:51 - mmengine - INFO - Epoch(train) [102][3680/3757] lr: 4.046e-03 eta: 21:23:42 time: 0.255 data_time: 0.010 memory: 5036 grad_norm: 9.2748 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0714 loss: 2.0714 2022/06/26 17:04:57 - mmengine - INFO - Epoch(train) [102][3700/3757] lr: 4.046e-03 eta: 21:23:36 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 7.9297 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.6281 loss: 2.6281 2022/06/26 17:05:02 - mmengine - INFO - Epoch(train) [102][3720/3757] lr: 4.046e-03 eta: 21:23:31 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 7.8925 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4394 loss: 2.4394 2022/06/26 17:05:07 - mmengine - INFO - Epoch(train) [102][3740/3757] lr: 4.046e-03 eta: 21:23:26 time: 0.241 data_time: 0.005 memory: 5036 grad_norm: 7.3642 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.9284 loss: 1.9284 2022/06/26 17:05:11 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 17:05:11 - mmengine - INFO - Saving checkpoint at 102 epochs 2022/06/26 17:05:24 - mmengine - INFO - Epoch(val) [102][20/310] eta: 0:01:45 time: 0.103 data_time: 0.001 memory: 5036 2022/06/26 17:05:29 - mmengine - INFO - Epoch(val) [102][40/310] eta: 0:01:36 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 17:05:34 - mmengine - INFO - Epoch(val) [102][60/310] eta: 0:00:26 time: 0.110 data_time: 0.002 memory: 1723 2022/06/26 17:05:38 - mmengine - INFO - Epoch(val) [102][80/310] eta: 0:00:24 time: 0.104 data_time: 0.001 memory: 1723 2022/06/26 17:05:45 - mmengine - INFO - Epoch(val) [102][100/310] eta: 0:01:12 time: 0.103 data_time: 0.002 memory: 1723 2022/06/26 17:05:50 - mmengine - INFO - Epoch(val) [102][120/310] eta: 0:01:10 time: 0.109 data_time: 0.007 memory: 1723 2022/06/26 17:05:54 - mmengine - INFO - Epoch(val) [102][140/310] eta: 0:00:23 time: 0.109 data_time: 0.002 memory: 1723 2022/06/26 17:05:59 - mmengine - INFO - Epoch(val) [102][160/310] eta: 0:00:17 time: 0.104 data_time: 0.002 memory: 1723 2022/06/26 17:06:06 - mmengine - INFO - Epoch(val) [102][180/310] eta: 0:00:47 time: 0.108 data_time: 0.001 memory: 1723 2022/06/26 17:06:11 - mmengine - INFO - Epoch(val) [102][200/310] eta: 0:00:40 time: 0.126 data_time: 0.023 memory: 1723 2022/06/26 17:06:15 - mmengine - INFO - Epoch(val) [102][220/310] eta: 0:00:09 time: 0.103 data_time: 0.002 memory: 1723 2022/06/26 17:06:20 - mmengine - INFO - Epoch(val) [102][240/310] eta: 0:00:07 time: 0.104 data_time: 0.002 memory: 1723 2022/06/26 17:06:27 - mmengine - INFO - Epoch(val) [102][260/310] eta: 0:00:18 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 17:06:31 - mmengine - INFO - Epoch(val) [102][280/310] eta: 0:00:09 time: 0.118 data_time: 0.010 memory: 1723 2022/06/26 17:06:34 - mmengine - INFO - Epoch(val) [102][300/310] eta: 0:00:01 time: 0.097 data_time: 0.001 memory: 1723 2022/06/26 17:06:36 - mmengine - INFO - Epoch(val) [102][310/310] acc/top1: 0.5356 acc/top5: 0.7752 acc/mean1: 0.5356 2022/06/26 17:06:45 - mmengine - INFO - Epoch(train) [103][20/3757] lr: 3.960e-03 eta: 21:23:18 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 7.9507 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0793 loss: 2.0793 2022/06/26 17:06:51 - mmengine - INFO - Epoch(train) [103][40/3757] lr: 3.960e-03 eta: 21:23:13 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 8.0389 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.3075 loss: 2.3075 2022/06/26 17:06:56 - mmengine - INFO - Epoch(train) [103][60/3757] lr: 3.960e-03 eta: 21:23:07 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 7.5908 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.1050 loss: 2.1050 2022/06/26 17:07:01 - mmengine - INFO - Epoch(train) [103][80/3757] lr: 3.960e-03 eta: 21:23:02 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 7.6159 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5729 loss: 2.5729 2022/06/26 17:07:07 - mmengine - INFO - Epoch(train) [103][100/3757] lr: 3.960e-03 eta: 21:22:57 time: 0.269 data_time: 0.003 memory: 5036 grad_norm: 8.0709 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.1840 loss: 2.1840 2022/06/26 17:07:12 - mmengine - INFO - Epoch(train) [103][120/3757] lr: 3.960e-03 eta: 21:22:52 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 8.3420 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.1887 loss: 2.1887 2022/06/26 17:07:17 - mmengine - INFO - Epoch(train) [103][140/3757] lr: 3.960e-03 eta: 21:22:47 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 8.1560 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2769 loss: 2.2769 2022/06/26 17:07:23 - mmengine - INFO - Epoch(train) [103][160/3757] lr: 3.960e-03 eta: 21:22:41 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 7.3542 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.2659 loss: 2.2659 2022/06/26 17:07:28 - mmengine - INFO - Epoch(train) [103][180/3757] lr: 3.960e-03 eta: 21:22:36 time: 0.276 data_time: 0.003 memory: 5036 grad_norm: 7.2941 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3258 loss: 2.3258 2022/06/26 17:07:33 - mmengine - INFO - Epoch(train) [103][200/3757] lr: 3.960e-03 eta: 21:22:31 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 8.2902 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9249 loss: 1.9249 2022/06/26 17:07:39 - mmengine - INFO - Epoch(train) [103][220/3757] lr: 3.960e-03 eta: 21:22:26 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 7.8244 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5175 loss: 1.5175 2022/06/26 17:07:44 - mmengine - INFO - Epoch(train) [103][240/3757] lr: 3.960e-03 eta: 21:22:20 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 7.5002 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.9532 loss: 1.9532 2022/06/26 17:07:49 - mmengine - INFO - Epoch(train) [103][260/3757] lr: 3.960e-03 eta: 21:22:15 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 8.4497 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1994 loss: 2.1994 2022/06/26 17:07:54 - mmengine - INFO - Epoch(train) [103][280/3757] lr: 3.960e-03 eta: 21:22:10 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 8.7096 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7158 loss: 2.7158 2022/06/26 17:08:00 - mmengine - INFO - Epoch(train) [103][300/3757] lr: 3.960e-03 eta: 21:22:05 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 8.4577 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6306 loss: 2.6306 2022/06/26 17:08:05 - mmengine - INFO - Epoch(train) [103][320/3757] lr: 3.960e-03 eta: 21:21:59 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 7.1113 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8737 loss: 1.8737 2022/06/26 17:08:10 - mmengine - INFO - Epoch(train) [103][340/3757] lr: 3.960e-03 eta: 21:21:54 time: 0.278 data_time: 0.008 memory: 5036 grad_norm: 8.3759 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 2.5163 loss: 2.5163 2022/06/26 17:08:15 - mmengine - INFO - Epoch(train) [103][360/3757] lr: 3.960e-03 eta: 21:21:49 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 8.7614 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4801 loss: 2.4801 2022/06/26 17:08:21 - mmengine - INFO - Epoch(train) [103][380/3757] lr: 3.960e-03 eta: 21:21:44 time: 0.253 data_time: 0.004 memory: 5036 grad_norm: 8.8046 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1215 loss: 2.1215 2022/06/26 17:08:26 - mmengine - INFO - Epoch(train) [103][400/3757] lr: 3.960e-03 eta: 21:21:38 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 7.4831 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.1235 loss: 2.1235 2022/06/26 17:08:31 - mmengine - INFO - Epoch(train) [103][420/3757] lr: 3.960e-03 eta: 21:21:33 time: 0.285 data_time: 0.024 memory: 5036 grad_norm: 7.2268 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5211 loss: 2.5211 2022/06/26 17:08:36 - mmengine - INFO - Epoch(train) [103][440/3757] lr: 3.960e-03 eta: 21:21:28 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.8683 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0893 loss: 2.0893 2022/06/26 17:08:42 - mmengine - INFO - Epoch(train) [103][460/3757] lr: 3.960e-03 eta: 21:21:23 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 7.1350 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1079 loss: 2.1079 2022/06/26 17:08:47 - mmengine - INFO - Epoch(train) [103][480/3757] lr: 3.960e-03 eta: 21:21:17 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 8.3245 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.1433 loss: 2.1433 2022/06/26 17:08:52 - mmengine - INFO - Epoch(train) [103][500/3757] lr: 3.960e-03 eta: 21:21:12 time: 0.279 data_time: 0.003 memory: 5036 grad_norm: 8.6512 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9847 loss: 1.9847 2022/06/26 17:08:58 - mmengine - INFO - Epoch(train) [103][520/3757] lr: 3.960e-03 eta: 21:21:07 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 7.3402 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.2926 loss: 2.2926 2022/06/26 17:09:03 - mmengine - INFO - Epoch(train) [103][540/3757] lr: 3.960e-03 eta: 21:21:02 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 7.1564 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2647 loss: 2.2647 2022/06/26 17:09:08 - mmengine - INFO - Epoch(train) [103][560/3757] lr: 3.960e-03 eta: 21:20:56 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 7.4079 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7414 loss: 1.7414 2022/06/26 17:09:13 - mmengine - INFO - Epoch(train) [103][580/3757] lr: 3.960e-03 eta: 21:20:51 time: 0.262 data_time: 0.004 memory: 5036 grad_norm: 8.7141 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.6981 loss: 2.6981 2022/06/26 17:09:19 - mmengine - INFO - Epoch(train) [103][600/3757] lr: 3.960e-03 eta: 21:20:46 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 6.5776 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2174 loss: 2.2174 2022/06/26 17:09:24 - mmengine - INFO - Epoch(train) [103][620/3757] lr: 3.960e-03 eta: 21:20:40 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 8.7935 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1853 loss: 2.1853 2022/06/26 17:09:29 - mmengine - INFO - Epoch(train) [103][640/3757] lr: 3.960e-03 eta: 21:20:35 time: 0.243 data_time: 0.004 memory: 5036 grad_norm: 7.2748 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.4110 loss: 2.4110 2022/06/26 17:09:34 - mmengine - INFO - Epoch(train) [103][660/3757] lr: 3.960e-03 eta: 21:20:30 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 7.7144 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.3089 loss: 2.3089 2022/06/26 17:09:40 - mmengine - INFO - Epoch(train) [103][680/3757] lr: 3.960e-03 eta: 21:20:25 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 7.4740 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.0729 loss: 2.0729 2022/06/26 17:09:45 - mmengine - INFO - Epoch(train) [103][700/3757] lr: 3.960e-03 eta: 21:20:19 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 7.6353 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7724 loss: 1.7724 2022/06/26 17:09:50 - mmengine - INFO - Epoch(train) [103][720/3757] lr: 3.960e-03 eta: 21:20:14 time: 0.253 data_time: 0.013 memory: 5036 grad_norm: 7.4297 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2522 loss: 2.2522 2022/06/26 17:09:55 - mmengine - INFO - Epoch(train) [103][740/3757] lr: 3.960e-03 eta: 21:20:09 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 7.8340 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5796 loss: 2.5796 2022/06/26 17:10:01 - mmengine - INFO - Epoch(train) [103][760/3757] lr: 3.960e-03 eta: 21:20:03 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 7.6380 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9253 loss: 1.9253 2022/06/26 17:10:06 - mmengine - INFO - Epoch(train) [103][780/3757] lr: 3.960e-03 eta: 21:19:58 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 7.7545 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2339 loss: 2.2339 2022/06/26 17:10:07 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 17:10:11 - mmengine - INFO - Epoch(train) [103][800/3757] lr: 3.960e-03 eta: 21:19:53 time: 0.280 data_time: 0.009 memory: 5036 grad_norm: 7.7145 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9639 loss: 1.9639 2022/06/26 17:10:16 - mmengine - INFO - Epoch(train) [103][820/3757] lr: 3.960e-03 eta: 21:19:47 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 7.5645 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2802 loss: 2.2802 2022/06/26 17:10:21 - mmengine - INFO - Epoch(train) [103][840/3757] lr: 3.960e-03 eta: 21:19:42 time: 0.266 data_time: 0.012 memory: 5036 grad_norm: 7.8470 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.3664 loss: 2.3664 2022/06/26 17:10:27 - mmengine - INFO - Epoch(train) [103][860/3757] lr: 3.960e-03 eta: 21:19:37 time: 0.269 data_time: 0.006 memory: 5036 grad_norm: 8.0845 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.6316 loss: 2.6316 2022/06/26 17:10:32 - mmengine - INFO - Epoch(train) [103][880/3757] lr: 3.960e-03 eta: 21:19:32 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 8.1069 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3754 loss: 2.3754 2022/06/26 17:10:37 - mmengine - INFO - Epoch(train) [103][900/3757] lr: 3.960e-03 eta: 21:19:26 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 7.6362 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2100 loss: 2.2100 2022/06/26 17:10:42 - mmengine - INFO - Epoch(train) [103][920/3757] lr: 3.960e-03 eta: 21:19:21 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 6.8633 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9166 loss: 1.9166 2022/06/26 17:10:48 - mmengine - INFO - Epoch(train) [103][940/3757] lr: 3.960e-03 eta: 21:19:16 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 8.4734 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.2531 loss: 2.2531 2022/06/26 17:10:53 - mmengine - INFO - Epoch(train) [103][960/3757] lr: 3.960e-03 eta: 21:19:11 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 9.3958 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4200 loss: 2.4200 2022/06/26 17:10:58 - mmengine - INFO - Epoch(train) [103][980/3757] lr: 3.960e-03 eta: 21:19:05 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 7.3733 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.1594 loss: 2.1594 2022/06/26 17:11:04 - mmengine - INFO - Epoch(train) [103][1000/3757] lr: 3.960e-03 eta: 21:19:00 time: 0.267 data_time: 0.006 memory: 5036 grad_norm: 6.7935 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4758 loss: 2.4758 2022/06/26 17:11:09 - mmengine - INFO - Epoch(train) [103][1020/3757] lr: 3.960e-03 eta: 21:18:55 time: 0.261 data_time: 0.009 memory: 5036 grad_norm: 8.4455 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1584 loss: 2.1584 2022/06/26 17:11:14 - mmengine - INFO - Epoch(train) [103][1040/3757] lr: 3.960e-03 eta: 21:18:50 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 6.8039 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.9014 loss: 1.9014 2022/06/26 17:11:19 - mmengine - INFO - Epoch(train) [103][1060/3757] lr: 3.960e-03 eta: 21:18:44 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 9.1192 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2179 loss: 2.2179 2022/06/26 17:11:25 - mmengine - INFO - Epoch(train) [103][1080/3757] lr: 3.960e-03 eta: 21:18:39 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 8.3947 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.5087 loss: 2.5087 2022/06/26 17:11:30 - mmengine - INFO - Epoch(train) [103][1100/3757] lr: 3.960e-03 eta: 21:18:34 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 8.3603 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2096 loss: 2.2096 2022/06/26 17:11:35 - mmengine - INFO - Epoch(train) [103][1120/3757] lr: 3.960e-03 eta: 21:18:28 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 8.1453 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.5428 loss: 2.5428 2022/06/26 17:11:40 - mmengine - INFO - Epoch(train) [103][1140/3757] lr: 3.960e-03 eta: 21:18:23 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 7.1461 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.3155 loss: 2.3155 2022/06/26 17:11:46 - mmengine - INFO - Epoch(train) [103][1160/3757] lr: 3.960e-03 eta: 21:18:18 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 7.7161 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9821 loss: 1.9821 2022/06/26 17:11:51 - mmengine - INFO - Epoch(train) [103][1180/3757] lr: 3.960e-03 eta: 21:18:13 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 6.8946 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7282 loss: 2.7282 2022/06/26 17:11:56 - mmengine - INFO - Epoch(train) [103][1200/3757] lr: 3.960e-03 eta: 21:18:07 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 9.6940 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.2859 loss: 2.2859 2022/06/26 17:12:01 - mmengine - INFO - Epoch(train) [103][1220/3757] lr: 3.960e-03 eta: 21:18:02 time: 0.302 data_time: 0.003 memory: 5036 grad_norm: 8.4448 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3772 loss: 2.3772 2022/06/26 17:12:06 - mmengine - INFO - Epoch(train) [103][1240/3757] lr: 3.960e-03 eta: 21:17:57 time: 0.266 data_time: 0.009 memory: 5036 grad_norm: 8.7821 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6662 loss: 2.6662 2022/06/26 17:12:12 - mmengine - INFO - Epoch(train) [103][1260/3757] lr: 3.960e-03 eta: 21:17:51 time: 0.276 data_time: 0.028 memory: 5036 grad_norm: 7.7855 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6939 loss: 2.6939 2022/06/26 17:12:17 - mmengine - INFO - Epoch(train) [103][1280/3757] lr: 3.960e-03 eta: 21:17:46 time: 0.265 data_time: 0.006 memory: 5036 grad_norm: 8.2094 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3097 loss: 2.3097 2022/06/26 17:12:22 - mmengine - INFO - Epoch(train) [103][1300/3757] lr: 3.960e-03 eta: 21:17:41 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 7.7298 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6022 loss: 2.6022 2022/06/26 17:12:27 - mmengine - INFO - Epoch(train) [103][1320/3757] lr: 3.960e-03 eta: 21:17:35 time: 0.254 data_time: 0.012 memory: 5036 grad_norm: 7.6676 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0852 loss: 2.0852 2022/06/26 17:12:32 - mmengine - INFO - Epoch(train) [103][1340/3757] lr: 3.960e-03 eta: 21:17:30 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 7.7657 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.6580 loss: 2.6580 2022/06/26 17:12:38 - mmengine - INFO - Epoch(train) [103][1360/3757] lr: 3.960e-03 eta: 21:17:25 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 7.6403 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1215 loss: 2.1215 2022/06/26 17:12:43 - mmengine - INFO - Epoch(train) [103][1380/3757] lr: 3.960e-03 eta: 21:17:20 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 7.2695 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2310 loss: 2.2310 2022/06/26 17:12:48 - mmengine - INFO - Epoch(train) [103][1400/3757] lr: 3.960e-03 eta: 21:17:14 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 8.1049 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0635 loss: 2.0635 2022/06/26 17:12:53 - mmengine - INFO - Epoch(train) [103][1420/3757] lr: 3.960e-03 eta: 21:17:09 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 8.8284 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.5827 loss: 2.5827 2022/06/26 17:12:59 - mmengine - INFO - Epoch(train) [103][1440/3757] lr: 3.960e-03 eta: 21:17:04 time: 0.270 data_time: 0.003 memory: 5036 grad_norm: 8.3111 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.2380 loss: 2.2380 2022/06/26 17:13:04 - mmengine - INFO - Epoch(train) [103][1460/3757] lr: 3.960e-03 eta: 21:16:59 time: 0.252 data_time: 0.012 memory: 5036 grad_norm: 8.3819 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.9267 loss: 1.9267 2022/06/26 17:13:09 - mmengine - INFO - Epoch(train) [103][1480/3757] lr: 3.960e-03 eta: 21:16:53 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 6.9985 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0847 loss: 2.0847 2022/06/26 17:13:14 - mmengine - INFO - Epoch(train) [103][1500/3757] lr: 3.960e-03 eta: 21:16:48 time: 0.261 data_time: 0.014 memory: 5036 grad_norm: 7.8354 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.6207 loss: 2.6207 2022/06/26 17:13:19 - mmengine - INFO - Epoch(train) [103][1520/3757] lr: 3.960e-03 eta: 21:16:43 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 8.4919 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2987 loss: 2.2987 2022/06/26 17:13:25 - mmengine - INFO - Epoch(train) [103][1540/3757] lr: 3.960e-03 eta: 21:16:37 time: 0.255 data_time: 0.012 memory: 5036 grad_norm: 8.2745 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1938 loss: 2.1938 2022/06/26 17:13:30 - mmengine - INFO - Epoch(train) [103][1560/3757] lr: 3.960e-03 eta: 21:16:32 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 7.7071 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6542 loss: 2.6542 2022/06/26 17:13:35 - mmengine - INFO - Epoch(train) [103][1580/3757] lr: 3.960e-03 eta: 21:16:27 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 7.8233 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9870 loss: 1.9870 2022/06/26 17:13:40 - mmengine - INFO - Epoch(train) [103][1600/3757] lr: 3.960e-03 eta: 21:16:21 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 7.7622 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.1868 loss: 2.1868 2022/06/26 17:13:46 - mmengine - INFO - Epoch(train) [103][1620/3757] lr: 3.960e-03 eta: 21:16:16 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 8.0169 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 2.2277 loss: 2.2277 2022/06/26 17:13:51 - mmengine - INFO - Epoch(train) [103][1640/3757] lr: 3.960e-03 eta: 21:16:11 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 8.6121 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8285 loss: 1.8285 2022/06/26 17:13:56 - mmengine - INFO - Epoch(train) [103][1660/3757] lr: 3.960e-03 eta: 21:16:05 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 7.6502 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.3288 loss: 2.3288 2022/06/26 17:14:01 - mmengine - INFO - Epoch(train) [103][1680/3757] lr: 3.960e-03 eta: 21:16:00 time: 0.311 data_time: 0.003 memory: 5036 grad_norm: 8.1458 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.1107 loss: 2.1107 2022/06/26 17:14:07 - mmengine - INFO - Epoch(train) [103][1700/3757] lr: 3.960e-03 eta: 21:15:55 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 8.3533 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.4727 loss: 2.4727 2022/06/26 17:14:12 - mmengine - INFO - Epoch(train) [103][1720/3757] lr: 3.960e-03 eta: 21:15:50 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 8.1163 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4315 loss: 2.4315 2022/06/26 17:14:17 - mmengine - INFO - Epoch(train) [103][1740/3757] lr: 3.960e-03 eta: 21:15:44 time: 0.250 data_time: 0.009 memory: 5036 grad_norm: 8.9291 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2525 loss: 2.2525 2022/06/26 17:14:22 - mmengine - INFO - Epoch(train) [103][1760/3757] lr: 3.960e-03 eta: 21:15:39 time: 0.274 data_time: 0.007 memory: 5036 grad_norm: 7.2436 top1_acc: 0.1250 top5_acc: 0.8750 loss_cls: 2.2446 loss: 2.2446 2022/06/26 17:14:28 - mmengine - INFO - Epoch(train) [103][1780/3757] lr: 3.960e-03 eta: 21:15:34 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 8.4411 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0850 loss: 2.0850 2022/06/26 17:14:29 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 17:14:33 - mmengine - INFO - Epoch(train) [103][1800/3757] lr: 3.960e-03 eta: 21:15:29 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 7.5933 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0448 loss: 2.0448 2022/06/26 17:14:38 - mmengine - INFO - Epoch(train) [103][1820/3757] lr: 3.960e-03 eta: 21:15:23 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.0251 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6467 loss: 2.6467 2022/06/26 17:14:44 - mmengine - INFO - Epoch(train) [103][1840/3757] lr: 3.960e-03 eta: 21:15:18 time: 0.257 data_time: 0.016 memory: 5036 grad_norm: 9.1033 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.0226 loss: 2.0226 2022/06/26 17:14:49 - mmengine - INFO - Epoch(train) [103][1860/3757] lr: 3.960e-03 eta: 21:15:13 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.3570 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5706 loss: 2.5706 2022/06/26 17:14:54 - mmengine - INFO - Epoch(train) [103][1880/3757] lr: 3.960e-03 eta: 21:15:08 time: 0.262 data_time: 0.013 memory: 5036 grad_norm: 8.7010 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2928 loss: 2.2928 2022/06/26 17:14:59 - mmengine - INFO - Epoch(train) [103][1900/3757] lr: 3.960e-03 eta: 21:15:02 time: 0.259 data_time: 0.012 memory: 5036 grad_norm: 8.7713 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.5595 loss: 2.5595 2022/06/26 17:15:05 - mmengine - INFO - Epoch(train) [103][1920/3757] lr: 3.960e-03 eta: 21:14:57 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 8.6593 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.8282 loss: 1.8282 2022/06/26 17:15:10 - mmengine - INFO - Epoch(train) [103][1940/3757] lr: 3.960e-03 eta: 21:14:52 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 8.2754 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1231 loss: 2.1231 2022/06/26 17:15:15 - mmengine - INFO - Epoch(train) [103][1960/3757] lr: 3.960e-03 eta: 21:14:47 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 7.6956 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.3331 loss: 2.3331 2022/06/26 17:15:20 - mmengine - INFO - Epoch(train) [103][1980/3757] lr: 3.960e-03 eta: 21:14:41 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 7.8662 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3247 loss: 2.3247 2022/06/26 17:15:26 - mmengine - INFO - Epoch(train) [103][2000/3757] lr: 3.960e-03 eta: 21:14:36 time: 0.250 data_time: 0.007 memory: 5036 grad_norm: 9.4788 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4446 loss: 2.4446 2022/06/26 17:15:31 - mmengine - INFO - Epoch(train) [103][2020/3757] lr: 3.960e-03 eta: 21:14:31 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 7.8186 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0878 loss: 2.0878 2022/06/26 17:15:36 - mmengine - INFO - Epoch(train) [103][2040/3757] lr: 3.960e-03 eta: 21:14:25 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 8.6252 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.0443 loss: 2.0443 2022/06/26 17:15:41 - mmengine - INFO - Epoch(train) [103][2060/3757] lr: 3.960e-03 eta: 21:14:20 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 6.8059 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.2169 loss: 2.2169 2022/06/26 17:15:47 - mmengine - INFO - Epoch(train) [103][2080/3757] lr: 3.960e-03 eta: 21:14:15 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 7.4239 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0603 loss: 2.0603 2022/06/26 17:15:52 - mmengine - INFO - Epoch(train) [103][2100/3757] lr: 3.960e-03 eta: 21:14:10 time: 0.270 data_time: 0.009 memory: 5036 grad_norm: 7.8413 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.2672 loss: 2.2672 2022/06/26 17:15:57 - mmengine - INFO - Epoch(train) [103][2120/3757] lr: 3.960e-03 eta: 21:14:04 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 8.5610 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0094 loss: 2.0094 2022/06/26 17:16:02 - mmengine - INFO - Epoch(train) [103][2140/3757] lr: 3.960e-03 eta: 21:13:59 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 8.9552 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7214 loss: 2.7214 2022/06/26 17:16:07 - mmengine - INFO - Epoch(train) [103][2160/3757] lr: 3.960e-03 eta: 21:13:54 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 7.4052 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.3740 loss: 2.3740 2022/06/26 17:16:12 - mmengine - INFO - Epoch(train) [103][2180/3757] lr: 3.960e-03 eta: 21:13:48 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 8.9298 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1119 loss: 2.1119 2022/06/26 17:16:18 - mmengine - INFO - Epoch(train) [103][2200/3757] lr: 3.960e-03 eta: 21:13:43 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 7.5531 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5635 loss: 2.5635 2022/06/26 17:16:23 - mmengine - INFO - Epoch(train) [103][2220/3757] lr: 3.960e-03 eta: 21:13:38 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 8.4258 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.1810 loss: 2.1810 2022/06/26 17:16:28 - mmengine - INFO - Epoch(train) [103][2240/3757] lr: 3.960e-03 eta: 21:13:32 time: 0.267 data_time: 0.006 memory: 5036 grad_norm: 8.8111 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.4160 loss: 2.4160 2022/06/26 17:16:33 - mmengine - INFO - Epoch(train) [103][2260/3757] lr: 3.960e-03 eta: 21:13:27 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 6.9751 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.1782 loss: 2.1782 2022/06/26 17:16:39 - mmengine - INFO - Epoch(train) [103][2280/3757] lr: 3.960e-03 eta: 21:13:22 time: 0.252 data_time: 0.011 memory: 5036 grad_norm: 7.9095 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.3470 loss: 2.3470 2022/06/26 17:16:44 - mmengine - INFO - Epoch(train) [103][2300/3757] lr: 3.960e-03 eta: 21:13:16 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 7.0302 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2080 loss: 2.2080 2022/06/26 17:16:49 - mmengine - INFO - Epoch(train) [103][2320/3757] lr: 3.960e-03 eta: 21:13:11 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 7.9656 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3412 loss: 2.3412 2022/06/26 17:16:54 - mmengine - INFO - Epoch(train) [103][2340/3757] lr: 3.960e-03 eta: 21:13:06 time: 0.256 data_time: 0.010 memory: 5036 grad_norm: 7.8041 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3001 loss: 2.3001 2022/06/26 17:17:00 - mmengine - INFO - Epoch(train) [103][2360/3757] lr: 3.960e-03 eta: 21:13:01 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 8.8195 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9141 loss: 1.9141 2022/06/26 17:17:05 - mmengine - INFO - Epoch(train) [103][2380/3757] lr: 3.960e-03 eta: 21:12:55 time: 0.255 data_time: 0.008 memory: 5036 grad_norm: 8.5305 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.4462 loss: 2.4462 2022/06/26 17:17:10 - mmengine - INFO - Epoch(train) [103][2400/3757] lr: 3.960e-03 eta: 21:12:50 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 7.7672 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9881 loss: 1.9881 2022/06/26 17:17:15 - mmengine - INFO - Epoch(train) [103][2420/3757] lr: 3.960e-03 eta: 21:12:45 time: 0.250 data_time: 0.009 memory: 5036 grad_norm: 10.5176 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.2554 loss: 2.2554 2022/06/26 17:17:21 - mmengine - INFO - Epoch(train) [103][2440/3757] lr: 3.960e-03 eta: 21:12:40 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 8.6781 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8641 loss: 2.8641 2022/06/26 17:17:26 - mmengine - INFO - Epoch(train) [103][2460/3757] lr: 3.960e-03 eta: 21:12:34 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 8.1137 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 1.8669 loss: 1.8669 2022/06/26 17:17:31 - mmengine - INFO - Epoch(train) [103][2480/3757] lr: 3.960e-03 eta: 21:12:29 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 7.1422 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5060 loss: 2.5060 2022/06/26 17:17:36 - mmengine - INFO - Epoch(train) [103][2500/3757] lr: 3.960e-03 eta: 21:12:24 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 8.2083 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0221 loss: 2.0221 2022/06/26 17:17:41 - mmengine - INFO - Epoch(train) [103][2520/3757] lr: 3.960e-03 eta: 21:12:18 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 8.2406 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4706 loss: 2.4706 2022/06/26 17:17:47 - mmengine - INFO - Epoch(train) [103][2540/3757] lr: 3.960e-03 eta: 21:12:13 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 8.2474 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.9322 loss: 1.9322 2022/06/26 17:17:52 - mmengine - INFO - Epoch(train) [103][2560/3757] lr: 3.960e-03 eta: 21:12:08 time: 0.270 data_time: 0.006 memory: 5036 grad_norm: 7.2336 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9851 loss: 1.9851 2022/06/26 17:17:57 - mmengine - INFO - Epoch(train) [103][2580/3757] lr: 3.960e-03 eta: 21:12:02 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 7.3127 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.9029 loss: 1.9029 2022/06/26 17:18:02 - mmengine - INFO - Epoch(train) [103][2600/3757] lr: 3.960e-03 eta: 21:11:57 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 6.9134 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9832 loss: 1.9832 2022/06/26 17:18:07 - mmengine - INFO - Epoch(train) [103][2620/3757] lr: 3.960e-03 eta: 21:11:52 time: 0.264 data_time: 0.006 memory: 5036 grad_norm: 8.5664 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4254 loss: 2.4254 2022/06/26 17:18:13 - mmengine - INFO - Epoch(train) [103][2640/3757] lr: 3.960e-03 eta: 21:11:46 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 7.9272 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.5221 loss: 2.5221 2022/06/26 17:18:18 - mmengine - INFO - Epoch(train) [103][2660/3757] lr: 3.960e-03 eta: 21:11:41 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 7.6677 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.3930 loss: 2.3930 2022/06/26 17:18:23 - mmengine - INFO - Epoch(train) [103][2680/3757] lr: 3.960e-03 eta: 21:11:36 time: 0.267 data_time: 0.003 memory: 5036 grad_norm: 8.6833 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0243 loss: 2.0243 2022/06/26 17:18:28 - mmengine - INFO - Epoch(train) [103][2700/3757] lr: 3.960e-03 eta: 21:11:31 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 7.7379 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.5884 loss: 2.5884 2022/06/26 17:18:34 - mmengine - INFO - Epoch(train) [103][2720/3757] lr: 3.960e-03 eta: 21:11:26 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 9.1614 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1106 loss: 2.1106 2022/06/26 17:18:39 - mmengine - INFO - Epoch(train) [103][2740/3757] lr: 3.960e-03 eta: 21:11:20 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 8.1796 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3867 loss: 2.3867 2022/06/26 17:18:44 - mmengine - INFO - Epoch(train) [103][2760/3757] lr: 3.960e-03 eta: 21:11:15 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 8.2268 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.5610 loss: 2.5610 2022/06/26 17:18:50 - mmengine - INFO - Epoch(train) [103][2780/3757] lr: 3.960e-03 eta: 21:11:10 time: 0.253 data_time: 0.010 memory: 5036 grad_norm: 7.7275 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6721 loss: 2.6721 2022/06/26 17:18:51 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 17:18:55 - mmengine - INFO - Epoch(train) [103][2800/3757] lr: 3.960e-03 eta: 21:11:04 time: 0.259 data_time: 0.009 memory: 5036 grad_norm: 7.0145 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2906 loss: 2.2906 2022/06/26 17:19:00 - mmengine - INFO - Epoch(train) [103][2820/3757] lr: 3.960e-03 eta: 21:10:59 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 7.7548 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.0616 loss: 2.0616 2022/06/26 17:19:05 - mmengine - INFO - Epoch(train) [103][2840/3757] lr: 3.960e-03 eta: 21:10:54 time: 0.260 data_time: 0.012 memory: 5036 grad_norm: 7.3355 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3926 loss: 2.3926 2022/06/26 17:19:10 - mmengine - INFO - Epoch(train) [103][2860/3757] lr: 3.960e-03 eta: 21:10:49 time: 0.252 data_time: 0.008 memory: 5036 grad_norm: 7.4677 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0711 loss: 2.0711 2022/06/26 17:19:16 - mmengine - INFO - Epoch(train) [103][2880/3757] lr: 3.960e-03 eta: 21:10:43 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 8.8114 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.4060 loss: 2.4060 2022/06/26 17:19:21 - mmengine - INFO - Epoch(train) [103][2900/3757] lr: 3.960e-03 eta: 21:10:38 time: 0.265 data_time: 0.006 memory: 5036 grad_norm: 5.9366 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3949 loss: 2.3949 2022/06/26 17:19:26 - mmengine - INFO - Epoch(train) [103][2920/3757] lr: 3.960e-03 eta: 21:10:33 time: 0.249 data_time: 0.009 memory: 5036 grad_norm: 8.7259 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1039 loss: 2.1039 2022/06/26 17:19:31 - mmengine - INFO - Epoch(train) [103][2940/3757] lr: 3.960e-03 eta: 21:10:27 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 8.0454 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.9981 loss: 1.9981 2022/06/26 17:19:37 - mmengine - INFO - Epoch(train) [103][2960/3757] lr: 3.960e-03 eta: 21:10:22 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 9.0405 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1225 loss: 2.1225 2022/06/26 17:19:42 - mmengine - INFO - Epoch(train) [103][2980/3757] lr: 3.960e-03 eta: 21:10:17 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 7.2833 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3578 loss: 2.3578 2022/06/26 17:19:47 - mmengine - INFO - Epoch(train) [103][3000/3757] lr: 3.960e-03 eta: 21:10:12 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 9.2483 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.3631 loss: 2.3631 2022/06/26 17:19:53 - mmengine - INFO - Epoch(train) [103][3020/3757] lr: 3.960e-03 eta: 21:10:06 time: 0.267 data_time: 0.021 memory: 5036 grad_norm: 8.7484 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7403 loss: 2.7403 2022/06/26 17:19:58 - mmengine - INFO - Epoch(train) [103][3040/3757] lr: 3.960e-03 eta: 21:10:01 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 7.2148 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4806 loss: 2.4806 2022/06/26 17:20:03 - mmengine - INFO - Epoch(train) [103][3060/3757] lr: 3.960e-03 eta: 21:09:56 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 7.7086 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2459 loss: 2.2459 2022/06/26 17:20:08 - mmengine - INFO - Epoch(train) [103][3080/3757] lr: 3.960e-03 eta: 21:09:50 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 7.2611 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9589 loss: 1.9589 2022/06/26 17:20:13 - mmengine - INFO - Epoch(train) [103][3100/3757] lr: 3.960e-03 eta: 21:09:45 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 8.8120 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.1465 loss: 2.1465 2022/06/26 17:20:19 - mmengine - INFO - Epoch(train) [103][3120/3757] lr: 3.960e-03 eta: 21:09:40 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 9.1042 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6148 loss: 2.6148 2022/06/26 17:20:24 - mmengine - INFO - Epoch(train) [103][3140/3757] lr: 3.960e-03 eta: 21:09:35 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 8.6363 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0587 loss: 2.0587 2022/06/26 17:20:29 - mmengine - INFO - Epoch(train) [103][3160/3757] lr: 3.960e-03 eta: 21:09:29 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 7.8994 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3765 loss: 2.3765 2022/06/26 17:20:35 - mmengine - INFO - Epoch(train) [103][3180/3757] lr: 3.960e-03 eta: 21:09:24 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 7.3147 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3849 loss: 2.3849 2022/06/26 17:20:40 - mmengine - INFO - Epoch(train) [103][3200/3757] lr: 3.960e-03 eta: 21:09:19 time: 0.258 data_time: 0.011 memory: 5036 grad_norm: 7.8075 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3441 loss: 2.3441 2022/06/26 17:20:45 - mmengine - INFO - Epoch(train) [103][3220/3757] lr: 3.960e-03 eta: 21:09:14 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 7.7791 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2254 loss: 2.2254 2022/06/26 17:20:50 - mmengine - INFO - Epoch(train) [103][3240/3757] lr: 3.960e-03 eta: 21:09:08 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 5.6583 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.1703 loss: 2.1703 2022/06/26 17:20:55 - mmengine - INFO - Epoch(train) [103][3260/3757] lr: 3.960e-03 eta: 21:09:03 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 7.8061 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2182 loss: 2.2182 2022/06/26 17:21:01 - mmengine - INFO - Epoch(train) [103][3280/3757] lr: 3.960e-03 eta: 21:08:58 time: 0.258 data_time: 0.012 memory: 5036 grad_norm: 7.3306 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2062 loss: 2.2062 2022/06/26 17:21:06 - mmengine - INFO - Epoch(train) [103][3300/3757] lr: 3.960e-03 eta: 21:08:52 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 6.6917 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.3751 loss: 2.3751 2022/06/26 17:21:11 - mmengine - INFO - Epoch(train) [103][3320/3757] lr: 3.960e-03 eta: 21:08:47 time: 0.252 data_time: 0.010 memory: 5036 grad_norm: 7.0788 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4186 loss: 2.4186 2022/06/26 17:21:17 - mmengine - INFO - Epoch(train) [103][3340/3757] lr: 3.960e-03 eta: 21:08:42 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 8.8060 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.3994 loss: 2.3994 2022/06/26 17:21:22 - mmengine - INFO - Epoch(train) [103][3360/3757] lr: 3.960e-03 eta: 21:08:37 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 8.2669 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.1507 loss: 2.1507 2022/06/26 17:21:27 - mmengine - INFO - Epoch(train) [103][3380/3757] lr: 3.960e-03 eta: 21:08:31 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 6.8194 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7864 loss: 1.7864 2022/06/26 17:21:32 - mmengine - INFO - Epoch(train) [103][3400/3757] lr: 3.960e-03 eta: 21:08:26 time: 0.310 data_time: 0.007 memory: 5036 grad_norm: 8.9139 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9926 loss: 1.9926 2022/06/26 17:21:37 - mmengine - INFO - Epoch(train) [103][3420/3757] lr: 3.960e-03 eta: 21:08:21 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 8.0180 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5935 loss: 2.5935 2022/06/26 17:21:43 - mmengine - INFO - Epoch(train) [103][3440/3757] lr: 3.960e-03 eta: 21:08:15 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 8.0284 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.0153 loss: 2.0153 2022/06/26 17:21:48 - mmengine - INFO - Epoch(train) [103][3460/3757] lr: 3.960e-03 eta: 21:08:10 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 7.5858 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0685 loss: 2.0685 2022/06/26 17:21:53 - mmengine - INFO - Epoch(train) [103][3480/3757] lr: 3.960e-03 eta: 21:08:05 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 9.1987 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1612 loss: 2.1612 2022/06/26 17:21:59 - mmengine - INFO - Epoch(train) [103][3500/3757] lr: 3.960e-03 eta: 21:08:00 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 6.8322 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.1777 loss: 2.1777 2022/06/26 17:22:04 - mmengine - INFO - Epoch(train) [103][3520/3757] lr: 3.960e-03 eta: 21:07:54 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 8.4774 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2366 loss: 2.2366 2022/06/26 17:22:09 - mmengine - INFO - Epoch(train) [103][3540/3757] lr: 3.960e-03 eta: 21:07:49 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 7.9963 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.4331 loss: 2.4331 2022/06/26 17:22:15 - mmengine - INFO - Epoch(train) [103][3560/3757] lr: 3.960e-03 eta: 21:07:44 time: 0.251 data_time: 0.007 memory: 5036 grad_norm: 9.1529 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4393 loss: 2.4393 2022/06/26 17:22:20 - mmengine - INFO - Epoch(train) [103][3580/3757] lr: 3.960e-03 eta: 21:07:39 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 7.0753 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4178 loss: 2.4178 2022/06/26 17:22:25 - mmengine - INFO - Epoch(train) [103][3600/3757] lr: 3.960e-03 eta: 21:07:34 time: 0.255 data_time: 0.011 memory: 5036 grad_norm: 7.0240 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2580 loss: 2.2580 2022/06/26 17:22:30 - mmengine - INFO - Epoch(train) [103][3620/3757] lr: 3.960e-03 eta: 21:07:28 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 7.7075 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.3030 loss: 2.3030 2022/06/26 17:22:36 - mmengine - INFO - Epoch(train) [103][3640/3757] lr: 3.960e-03 eta: 21:07:23 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 7.0374 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.4313 loss: 2.4313 2022/06/26 17:22:41 - mmengine - INFO - Epoch(train) [103][3660/3757] lr: 3.960e-03 eta: 21:07:18 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 8.6439 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 1.9741 loss: 1.9741 2022/06/26 17:22:46 - mmengine - INFO - Epoch(train) [103][3680/3757] lr: 3.960e-03 eta: 21:07:13 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 8.5090 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0528 loss: 2.0528 2022/06/26 17:22:51 - mmengine - INFO - Epoch(train) [103][3700/3757] lr: 3.960e-03 eta: 21:07:07 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 7.5131 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3437 loss: 2.3437 2022/06/26 17:22:57 - mmengine - INFO - Epoch(train) [103][3720/3757] lr: 3.960e-03 eta: 21:07:02 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 8.7523 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3137 loss: 2.3137 2022/06/26 17:23:02 - mmengine - INFO - Epoch(train) [103][3740/3757] lr: 3.960e-03 eta: 21:06:57 time: 0.242 data_time: 0.003 memory: 5036 grad_norm: 7.3233 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3351 loss: 2.3351 2022/06/26 17:23:06 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 17:23:06 - mmengine - INFO - Saving checkpoint at 103 epochs 2022/06/26 17:23:19 - mmengine - INFO - Epoch(val) [103][20/310] eta: 0:01:44 time: 0.109 data_time: 0.008 memory: 5036 2022/06/26 17:23:23 - mmengine - INFO - Epoch(val) [103][40/310] eta: 0:01:29 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 17:23:28 - mmengine - INFO - Epoch(val) [103][60/310] eta: 0:00:25 time: 0.104 data_time: 0.002 memory: 1723 2022/06/26 17:23:33 - mmengine - INFO - Epoch(val) [103][80/310] eta: 0:00:25 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 17:23:40 - mmengine - INFO - Epoch(val) [103][100/310] eta: 0:01:09 time: 0.111 data_time: 0.002 memory: 1723 2022/06/26 17:23:45 - mmengine - INFO - Epoch(val) [103][120/310] eta: 0:01:10 time: 0.480 data_time: 0.374 memory: 1723 2022/06/26 17:23:50 - mmengine - INFO - Epoch(val) [103][140/310] eta: 0:00:37 time: 0.108 data_time: 0.002 memory: 1723 2022/06/26 17:23:54 - mmengine - INFO - Epoch(val) [103][160/310] eta: 0:00:25 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 17:24:00 - mmengine - INFO - Epoch(val) [103][180/310] eta: 0:00:34 time: 0.109 data_time: 0.001 memory: 1723 2022/06/26 17:24:06 - mmengine - INFO - Epoch(val) [103][200/310] eta: 0:00:38 time: 0.780 data_time: 0.678 memory: 1723 2022/06/26 17:24:10 - mmengine - INFO - Epoch(val) [103][220/310] eta: 0:00:17 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 17:24:15 - mmengine - INFO - Epoch(val) [103][240/310] eta: 0:00:09 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 17:24:21 - mmengine - INFO - Epoch(val) [103][260/310] eta: 0:00:16 time: 0.106 data_time: 0.001 memory: 1723 2022/06/26 17:24:26 - mmengine - INFO - Epoch(val) [103][280/310] eta: 0:00:09 time: 0.117 data_time: 0.005 memory: 1723 2022/06/26 17:24:28 - mmengine - INFO - Epoch(val) [103][300/310] eta: 0:00:01 time: 0.107 data_time: 0.001 memory: 1723 2022/06/26 17:24:30 - mmengine - INFO - Epoch(val) [103][310/310] acc/top1: 0.5470 acc/top5: 0.7869 acc/mean1: 0.5469 2022/06/26 17:24:40 - mmengine - INFO - Epoch(train) [104][20/3757] lr: 3.875e-03 eta: 21:06:49 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 8.0003 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9302 loss: 1.9302 2022/06/26 17:24:42 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 17:24:45 - mmengine - INFO - Epoch(train) [104][40/3757] lr: 3.875e-03 eta: 21:06:43 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 7.8899 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0822 loss: 2.0822 2022/06/26 17:24:50 - mmengine - INFO - Epoch(train) [104][60/3757] lr: 3.875e-03 eta: 21:06:38 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 8.2579 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3359 loss: 2.3359 2022/06/26 17:24:56 - mmengine - INFO - Epoch(train) [104][80/3757] lr: 3.875e-03 eta: 21:06:33 time: 0.254 data_time: 0.004 memory: 5036 grad_norm: 7.5431 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.3833 loss: 2.3833 2022/06/26 17:25:01 - mmengine - INFO - Epoch(train) [104][100/3757] lr: 3.875e-03 eta: 21:06:28 time: 0.259 data_time: 0.017 memory: 5036 grad_norm: 8.3372 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.0718 loss: 2.0718 2022/06/26 17:25:07 - mmengine - INFO - Epoch(train) [104][120/3757] lr: 3.875e-03 eta: 21:06:23 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 8.3758 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2559 loss: 2.2559 2022/06/26 17:25:12 - mmengine - INFO - Epoch(train) [104][140/3757] lr: 3.875e-03 eta: 21:06:18 time: 0.265 data_time: 0.005 memory: 5036 grad_norm: 7.3523 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1673 loss: 2.1673 2022/06/26 17:25:17 - mmengine - INFO - Epoch(train) [104][160/3757] lr: 3.875e-03 eta: 21:06:12 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 7.9239 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2835 loss: 2.2835 2022/06/26 17:25:23 - mmengine - INFO - Epoch(train) [104][180/3757] lr: 3.875e-03 eta: 21:06:07 time: 0.257 data_time: 0.008 memory: 5036 grad_norm: 8.7132 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7060 loss: 1.7060 2022/06/26 17:25:28 - mmengine - INFO - Epoch(train) [104][200/3757] lr: 3.875e-03 eta: 21:06:02 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 7.6224 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.5320 loss: 2.5320 2022/06/26 17:25:33 - mmengine - INFO - Epoch(train) [104][220/3757] lr: 3.875e-03 eta: 21:05:57 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 8.0432 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3100 loss: 2.3100 2022/06/26 17:25:38 - mmengine - INFO - Epoch(train) [104][240/3757] lr: 3.875e-03 eta: 21:05:51 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 7.4507 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6230 loss: 2.6230 2022/06/26 17:25:44 - mmengine - INFO - Epoch(train) [104][260/3757] lr: 3.875e-03 eta: 21:05:46 time: 0.266 data_time: 0.015 memory: 5036 grad_norm: 7.6739 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1807 loss: 2.1807 2022/06/26 17:25:49 - mmengine - INFO - Epoch(train) [104][280/3757] lr: 3.875e-03 eta: 21:05:41 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 7.0348 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1965 loss: 2.1965 2022/06/26 17:25:55 - mmengine - INFO - Epoch(train) [104][300/3757] lr: 3.875e-03 eta: 21:05:36 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 7.0284 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9043 loss: 1.9043 2022/06/26 17:26:00 - mmengine - INFO - Epoch(train) [104][320/3757] lr: 3.875e-03 eta: 21:05:30 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 6.9539 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3032 loss: 2.3032 2022/06/26 17:26:05 - mmengine - INFO - Epoch(train) [104][340/3757] lr: 3.875e-03 eta: 21:05:26 time: 0.261 data_time: 0.012 memory: 5036 grad_norm: 8.0699 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1937 loss: 2.1937 2022/06/26 17:26:11 - mmengine - INFO - Epoch(train) [104][360/3757] lr: 3.875e-03 eta: 21:05:20 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 8.0792 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6235 loss: 1.6235 2022/06/26 17:26:16 - mmengine - INFO - Epoch(train) [104][380/3757] lr: 3.875e-03 eta: 21:05:15 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 7.6932 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.4846 loss: 2.4846 2022/06/26 17:26:21 - mmengine - INFO - Epoch(train) [104][400/3757] lr: 3.875e-03 eta: 21:05:10 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 7.9113 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.5703 loss: 2.5703 2022/06/26 17:26:27 - mmengine - INFO - Epoch(train) [104][420/3757] lr: 3.875e-03 eta: 21:05:05 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 8.4228 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.3760 loss: 2.3760 2022/06/26 17:26:32 - mmengine - INFO - Epoch(train) [104][440/3757] lr: 3.875e-03 eta: 21:04:59 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 8.6363 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2650 loss: 2.2650 2022/06/26 17:26:37 - mmengine - INFO - Epoch(train) [104][460/3757] lr: 3.875e-03 eta: 21:04:54 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 7.5844 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.6471 loss: 2.6471 2022/06/26 17:26:42 - mmengine - INFO - Epoch(train) [104][480/3757] lr: 3.875e-03 eta: 21:04:49 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 8.6182 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.5603 loss: 2.5603 2022/06/26 17:26:47 - mmengine - INFO - Epoch(train) [104][500/3757] lr: 3.875e-03 eta: 21:04:43 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 7.5972 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.8532 loss: 1.8532 2022/06/26 17:26:53 - mmengine - INFO - Epoch(train) [104][520/3757] lr: 3.875e-03 eta: 21:04:38 time: 0.272 data_time: 0.003 memory: 5036 grad_norm: 7.5316 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9803 loss: 1.9803 2022/06/26 17:26:58 - mmengine - INFO - Epoch(train) [104][540/3757] lr: 3.875e-03 eta: 21:04:33 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 7.6101 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.0941 loss: 2.0941 2022/06/26 17:27:03 - mmengine - INFO - Epoch(train) [104][560/3757] lr: 3.875e-03 eta: 21:04:27 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 7.8678 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2517 loss: 2.2517 2022/06/26 17:27:08 - mmengine - INFO - Epoch(train) [104][580/3757] lr: 3.875e-03 eta: 21:04:22 time: 0.256 data_time: 0.013 memory: 5036 grad_norm: 6.3313 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3062 loss: 2.3062 2022/06/26 17:27:14 - mmengine - INFO - Epoch(train) [104][600/3757] lr: 3.875e-03 eta: 21:04:17 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 7.4552 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.0686 loss: 2.0686 2022/06/26 17:27:19 - mmengine - INFO - Epoch(train) [104][620/3757] lr: 3.875e-03 eta: 21:04:12 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 8.6571 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2149 loss: 2.2149 2022/06/26 17:27:24 - mmengine - INFO - Epoch(train) [104][640/3757] lr: 3.875e-03 eta: 21:04:07 time: 0.268 data_time: 0.006 memory: 5036 grad_norm: 7.3670 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.2790 loss: 2.2790 2022/06/26 17:27:30 - mmengine - INFO - Epoch(train) [104][660/3757] lr: 3.875e-03 eta: 21:04:01 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 8.2101 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.2755 loss: 2.2755 2022/06/26 17:27:35 - mmengine - INFO - Epoch(train) [104][680/3757] lr: 3.875e-03 eta: 21:03:56 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 9.5539 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.8960 loss: 1.8960 2022/06/26 17:27:40 - mmengine - INFO - Epoch(train) [104][700/3757] lr: 3.875e-03 eta: 21:03:51 time: 0.253 data_time: 0.012 memory: 5036 grad_norm: 6.4329 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1050 loss: 2.1050 2022/06/26 17:27:45 - mmengine - INFO - Epoch(train) [104][720/3757] lr: 3.875e-03 eta: 21:03:46 time: 0.257 data_time: 0.010 memory: 5036 grad_norm: 6.7064 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7412 loss: 1.7412 2022/06/26 17:27:51 - mmengine - INFO - Epoch(train) [104][740/3757] lr: 3.875e-03 eta: 21:03:40 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 9.2774 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.0226 loss: 2.0226 2022/06/26 17:27:56 - mmengine - INFO - Epoch(train) [104][760/3757] lr: 3.875e-03 eta: 21:03:35 time: 0.267 data_time: 0.003 memory: 5036 grad_norm: 6.6929 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.0470 loss: 2.0470 2022/06/26 17:28:01 - mmengine - INFO - Epoch(train) [104][780/3757] lr: 3.875e-03 eta: 21:03:30 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 7.2591 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7719 loss: 1.7719 2022/06/26 17:28:06 - mmengine - INFO - Epoch(train) [104][800/3757] lr: 3.875e-03 eta: 21:03:24 time: 0.255 data_time: 0.010 memory: 5036 grad_norm: 7.0676 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1731 loss: 2.1731 2022/06/26 17:28:12 - mmengine - INFO - Epoch(train) [104][820/3757] lr: 3.875e-03 eta: 21:03:19 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 6.4055 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9902 loss: 1.9902 2022/06/26 17:28:17 - mmengine - INFO - Epoch(train) [104][840/3757] lr: 3.875e-03 eta: 21:03:14 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 8.4658 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3010 loss: 2.3010 2022/06/26 17:28:22 - mmengine - INFO - Epoch(train) [104][860/3757] lr: 3.875e-03 eta: 21:03:08 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 7.4182 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.7274 loss: 2.7274 2022/06/26 17:28:27 - mmengine - INFO - Epoch(train) [104][880/3757] lr: 3.875e-03 eta: 21:03:03 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 7.7389 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.1708 loss: 2.1708 2022/06/26 17:28:32 - mmengine - INFO - Epoch(train) [104][900/3757] lr: 3.875e-03 eta: 21:02:58 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 7.5105 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9117 loss: 1.9117 2022/06/26 17:28:38 - mmengine - INFO - Epoch(train) [104][920/3757] lr: 3.875e-03 eta: 21:02:53 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 7.6051 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1930 loss: 2.1930 2022/06/26 17:28:43 - mmengine - INFO - Epoch(train) [104][940/3757] lr: 3.875e-03 eta: 21:02:47 time: 0.254 data_time: 0.008 memory: 5036 grad_norm: 7.9628 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2874 loss: 2.2874 2022/06/26 17:28:48 - mmengine - INFO - Epoch(train) [104][960/3757] lr: 3.875e-03 eta: 21:02:42 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 8.0455 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.0959 loss: 2.0959 2022/06/26 17:28:54 - mmengine - INFO - Epoch(train) [104][980/3757] lr: 3.875e-03 eta: 21:02:37 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 7.3412 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0638 loss: 2.0638 2022/06/26 17:28:59 - mmengine - INFO - Epoch(train) [104][1000/3757] lr: 3.875e-03 eta: 21:02:31 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 6.9978 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1307 loss: 2.1307 2022/06/26 17:29:04 - mmengine - INFO - Epoch(train) [104][1020/3757] lr: 3.875e-03 eta: 21:02:26 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 8.1894 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.2387 loss: 2.2387 2022/06/26 17:29:06 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 17:29:09 - mmengine - INFO - Epoch(train) [104][1040/3757] lr: 3.875e-03 eta: 21:02:21 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 7.8077 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2362 loss: 2.2362 2022/06/26 17:29:14 - mmengine - INFO - Epoch(train) [104][1060/3757] lr: 3.875e-03 eta: 21:02:16 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.9304 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.7813 loss: 1.7813 2022/06/26 17:29:19 - mmengine - INFO - Epoch(train) [104][1080/3757] lr: 3.875e-03 eta: 21:02:10 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 8.9390 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.1840 loss: 2.1840 2022/06/26 17:29:25 - mmengine - INFO - Epoch(train) [104][1100/3757] lr: 3.875e-03 eta: 21:02:05 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 7.5155 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.1209 loss: 2.1209 2022/06/26 17:29:30 - mmengine - INFO - Epoch(train) [104][1120/3757] lr: 3.875e-03 eta: 21:02:00 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 6.5210 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.2411 loss: 2.2411 2022/06/26 17:29:36 - mmengine - INFO - Epoch(train) [104][1140/3757] lr: 3.875e-03 eta: 21:01:55 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 7.9036 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4681 loss: 2.4681 2022/06/26 17:29:41 - mmengine - INFO - Epoch(train) [104][1160/3757] lr: 3.875e-03 eta: 21:01:49 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 8.1315 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.0150 loss: 2.0150 2022/06/26 17:29:46 - mmengine - INFO - Epoch(train) [104][1180/3757] lr: 3.875e-03 eta: 21:01:44 time: 0.250 data_time: 0.010 memory: 5036 grad_norm: 9.0368 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.1984 loss: 2.1984 2022/06/26 17:29:51 - mmengine - INFO - Epoch(train) [104][1200/3757] lr: 3.875e-03 eta: 21:01:39 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 7.5886 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.4880 loss: 2.4880 2022/06/26 17:29:57 - mmengine - INFO - Epoch(train) [104][1220/3757] lr: 3.875e-03 eta: 21:01:34 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 8.6800 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0364 loss: 2.0364 2022/06/26 17:30:02 - mmengine - INFO - Epoch(train) [104][1240/3757] lr: 3.875e-03 eta: 21:01:28 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 7.6096 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.5491 loss: 2.5491 2022/06/26 17:30:07 - mmengine - INFO - Epoch(train) [104][1260/3757] lr: 3.875e-03 eta: 21:01:23 time: 0.264 data_time: 0.006 memory: 5036 grad_norm: 8.7648 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5718 loss: 2.5718 2022/06/26 17:30:13 - mmengine - INFO - Epoch(train) [104][1280/3757] lr: 3.875e-03 eta: 21:01:18 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 7.8330 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.8582 loss: 1.8582 2022/06/26 17:30:18 - mmengine - INFO - Epoch(train) [104][1300/3757] lr: 3.875e-03 eta: 21:01:13 time: 0.247 data_time: 0.006 memory: 5036 grad_norm: 6.6197 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6249 loss: 2.6249 2022/06/26 17:30:23 - mmengine - INFO - Epoch(train) [104][1320/3757] lr: 3.875e-03 eta: 21:01:07 time: 0.278 data_time: 0.009 memory: 5036 grad_norm: 7.6513 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2467 loss: 2.2467 2022/06/26 17:30:28 - mmengine - INFO - Epoch(train) [104][1340/3757] lr: 3.875e-03 eta: 21:01:02 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 7.3585 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5118 loss: 2.5118 2022/06/26 17:30:33 - mmengine - INFO - Epoch(train) [104][1360/3757] lr: 3.875e-03 eta: 21:00:57 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 7.4348 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.3825 loss: 2.3825 2022/06/26 17:30:39 - mmengine - INFO - Epoch(train) [104][1380/3757] lr: 3.875e-03 eta: 21:00:51 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 7.9886 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3801 loss: 2.3801 2022/06/26 17:30:44 - mmengine - INFO - Epoch(train) [104][1400/3757] lr: 3.875e-03 eta: 21:00:46 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 7.9727 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2403 loss: 2.2403 2022/06/26 17:30:49 - mmengine - INFO - Epoch(train) [104][1420/3757] lr: 3.875e-03 eta: 21:00:41 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 7.6385 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9054 loss: 1.9054 2022/06/26 17:30:54 - mmengine - INFO - Epoch(train) [104][1440/3757] lr: 3.875e-03 eta: 21:00:35 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 8.6052 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.5251 loss: 2.5251 2022/06/26 17:30:59 - mmengine - INFO - Epoch(train) [104][1460/3757] lr: 3.875e-03 eta: 21:00:30 time: 0.251 data_time: 0.010 memory: 5036 grad_norm: 7.6717 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.8985 loss: 1.8985 2022/06/26 17:31:05 - mmengine - INFO - Epoch(train) [104][1480/3757] lr: 3.875e-03 eta: 21:00:25 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 8.3264 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.9674 loss: 1.9674 2022/06/26 17:31:10 - mmengine - INFO - Epoch(train) [104][1500/3757] lr: 3.875e-03 eta: 21:00:20 time: 0.259 data_time: 0.009 memory: 5036 grad_norm: 7.4926 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4770 loss: 2.4770 2022/06/26 17:31:15 - mmengine - INFO - Epoch(train) [104][1520/3757] lr: 3.875e-03 eta: 21:00:14 time: 0.251 data_time: 0.010 memory: 5036 grad_norm: 7.8421 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2101 loss: 2.2101 2022/06/26 17:31:20 - mmengine - INFO - Epoch(train) [104][1540/3757] lr: 3.875e-03 eta: 21:00:09 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 7.8214 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1145 loss: 2.1145 2022/06/26 17:31:25 - mmengine - INFO - Epoch(train) [104][1560/3757] lr: 3.875e-03 eta: 21:00:04 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 8.2614 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3436 loss: 2.3436 2022/06/26 17:31:31 - mmengine - INFO - Epoch(train) [104][1580/3757] lr: 3.875e-03 eta: 20:59:58 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 7.5105 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.3373 loss: 2.3373 2022/06/26 17:31:36 - mmengine - INFO - Epoch(train) [104][1600/3757] lr: 3.875e-03 eta: 20:59:53 time: 0.258 data_time: 0.012 memory: 5036 grad_norm: 8.1317 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6652 loss: 1.6652 2022/06/26 17:31:41 - mmengine - INFO - Epoch(train) [104][1620/3757] lr: 3.875e-03 eta: 20:59:48 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 8.1010 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.9745 loss: 1.9745 2022/06/26 17:31:46 - mmengine - INFO - Epoch(train) [104][1640/3757] lr: 3.875e-03 eta: 20:59:42 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 8.5137 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8513 loss: 1.8513 2022/06/26 17:31:51 - mmengine - INFO - Epoch(train) [104][1660/3757] lr: 3.875e-03 eta: 20:59:37 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 7.7042 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3803 loss: 2.3803 2022/06/26 17:31:57 - mmengine - INFO - Epoch(train) [104][1680/3757] lr: 3.875e-03 eta: 20:59:32 time: 0.256 data_time: 0.012 memory: 5036 grad_norm: 7.5345 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6999 loss: 2.6999 2022/06/26 17:32:02 - mmengine - INFO - Epoch(train) [104][1700/3757] lr: 3.875e-03 eta: 20:59:26 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 7.0641 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.6497 loss: 1.6497 2022/06/26 17:32:07 - mmengine - INFO - Epoch(train) [104][1720/3757] lr: 3.875e-03 eta: 20:59:21 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 7.1602 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.4249 loss: 2.4249 2022/06/26 17:32:13 - mmengine - INFO - Epoch(train) [104][1740/3757] lr: 3.875e-03 eta: 20:59:16 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 7.6106 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0268 loss: 2.0268 2022/06/26 17:32:18 - mmengine - INFO - Epoch(train) [104][1760/3757] lr: 3.875e-03 eta: 20:59:11 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 7.8373 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0987 loss: 2.0987 2022/06/26 17:32:23 - mmengine - INFO - Epoch(train) [104][1780/3757] lr: 3.875e-03 eta: 20:59:06 time: 0.528 data_time: 0.009 memory: 5036 grad_norm: 9.3090 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.4229 loss: 2.4229 2022/06/26 17:32:29 - mmengine - INFO - Epoch(train) [104][1800/3757] lr: 3.875e-03 eta: 20:59:00 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 7.2039 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.5538 loss: 2.5538 2022/06/26 17:32:34 - mmengine - INFO - Epoch(train) [104][1820/3757] lr: 3.875e-03 eta: 20:58:55 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 8.8498 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.3022 loss: 2.3022 2022/06/26 17:32:39 - mmengine - INFO - Epoch(train) [104][1840/3757] lr: 3.875e-03 eta: 20:58:50 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 7.7236 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2698 loss: 2.2698 2022/06/26 17:32:45 - mmengine - INFO - Epoch(train) [104][1860/3757] lr: 3.875e-03 eta: 20:58:45 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 7.8336 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4650 loss: 2.4650 2022/06/26 17:32:50 - mmengine - INFO - Epoch(train) [104][1880/3757] lr: 3.875e-03 eta: 20:58:39 time: 0.250 data_time: 0.007 memory: 5036 grad_norm: 8.5480 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6376 loss: 2.6376 2022/06/26 17:32:55 - mmengine - INFO - Epoch(train) [104][1900/3757] lr: 3.875e-03 eta: 20:58:34 time: 0.249 data_time: 0.004 memory: 5036 grad_norm: 8.8508 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3550 loss: 2.3550 2022/06/26 17:33:00 - mmengine - INFO - Epoch(train) [104][1920/3757] lr: 3.875e-03 eta: 20:58:29 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 9.6606 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1686 loss: 2.1686 2022/06/26 17:33:05 - mmengine - INFO - Epoch(train) [104][1940/3757] lr: 3.875e-03 eta: 20:58:23 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 8.4053 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6114 loss: 2.6114 2022/06/26 17:33:10 - mmengine - INFO - Epoch(train) [104][1960/3757] lr: 3.875e-03 eta: 20:58:18 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 9.1467 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.2473 loss: 2.2473 2022/06/26 17:33:16 - mmengine - INFO - Epoch(train) [104][1980/3757] lr: 3.875e-03 eta: 20:58:13 time: 0.253 data_time: 0.010 memory: 5036 grad_norm: 8.8425 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2739 loss: 2.2739 2022/06/26 17:33:21 - mmengine - INFO - Epoch(train) [104][2000/3757] lr: 3.875e-03 eta: 20:58:08 time: 0.250 data_time: 0.009 memory: 5036 grad_norm: 7.0688 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9539 loss: 1.9539 2022/06/26 17:33:26 - mmengine - INFO - Epoch(train) [104][2020/3757] lr: 3.875e-03 eta: 20:58:02 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 7.8303 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.2589 loss: 2.2589 2022/06/26 17:33:29 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 17:33:31 - mmengine - INFO - Epoch(train) [104][2040/3757] lr: 3.875e-03 eta: 20:57:57 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 7.3091 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0533 loss: 2.0533 2022/06/26 17:33:37 - mmengine - INFO - Epoch(train) [104][2060/3757] lr: 3.875e-03 eta: 20:57:52 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 7.8830 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1957 loss: 2.1957 2022/06/26 17:33:42 - mmengine - INFO - Epoch(train) [104][2080/3757] lr: 3.875e-03 eta: 20:57:46 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 7.8349 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.3439 loss: 2.3439 2022/06/26 17:33:47 - mmengine - INFO - Epoch(train) [104][2100/3757] lr: 3.875e-03 eta: 20:57:41 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 7.5275 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0279 loss: 2.0279 2022/06/26 17:33:52 - mmengine - INFO - Epoch(train) [104][2120/3757] lr: 3.875e-03 eta: 20:57:36 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 7.8806 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.1438 loss: 2.1438 2022/06/26 17:33:57 - mmengine - INFO - Epoch(train) [104][2140/3757] lr: 3.875e-03 eta: 20:57:30 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 7.4469 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5029 loss: 2.5029 2022/06/26 17:34:02 - mmengine - INFO - Epoch(train) [104][2160/3757] lr: 3.875e-03 eta: 20:57:25 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 8.2173 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1357 loss: 2.1357 2022/06/26 17:34:08 - mmengine - INFO - Epoch(train) [104][2180/3757] lr: 3.875e-03 eta: 20:57:20 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 8.7350 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1671 loss: 2.1671 2022/06/26 17:34:13 - mmengine - INFO - Epoch(train) [104][2200/3757] lr: 3.875e-03 eta: 20:57:14 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 9.0457 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.1415 loss: 2.1415 2022/06/26 17:34:18 - mmengine - INFO - Epoch(train) [104][2220/3757] lr: 3.875e-03 eta: 20:57:09 time: 0.261 data_time: 0.009 memory: 5036 grad_norm: 6.8637 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3178 loss: 2.3178 2022/06/26 17:34:23 - mmengine - INFO - Epoch(train) [104][2240/3757] lr: 3.875e-03 eta: 20:57:04 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.8525 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6257 loss: 2.6257 2022/06/26 17:34:29 - mmengine - INFO - Epoch(train) [104][2260/3757] lr: 3.875e-03 eta: 20:56:59 time: 0.250 data_time: 0.008 memory: 5036 grad_norm: 7.8674 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2555 loss: 2.2555 2022/06/26 17:34:34 - mmengine - INFO - Epoch(train) [104][2280/3757] lr: 3.875e-03 eta: 20:56:53 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 7.4586 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.1137 loss: 2.1137 2022/06/26 17:34:39 - mmengine - INFO - Epoch(train) [104][2300/3757] lr: 3.875e-03 eta: 20:56:48 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 9.2759 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.3634 loss: 2.3634 2022/06/26 17:34:44 - mmengine - INFO - Epoch(train) [104][2320/3757] lr: 3.875e-03 eta: 20:56:43 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 7.7158 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.4458 loss: 2.4458 2022/06/26 17:34:49 - mmengine - INFO - Epoch(train) [104][2340/3757] lr: 3.875e-03 eta: 20:56:37 time: 0.248 data_time: 0.007 memory: 5036 grad_norm: 8.8127 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2102 loss: 2.2102 2022/06/26 17:34:55 - mmengine - INFO - Epoch(train) [104][2360/3757] lr: 3.875e-03 eta: 20:56:32 time: 0.264 data_time: 0.009 memory: 5036 grad_norm: 8.2446 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.2518 loss: 2.2518 2022/06/26 17:35:00 - mmengine - INFO - Epoch(train) [104][2380/3757] lr: 3.875e-03 eta: 20:56:27 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 7.1969 top1_acc: 0.1250 top5_acc: 0.8750 loss_cls: 2.6957 loss: 2.6957 2022/06/26 17:35:05 - mmengine - INFO - Epoch(train) [104][2400/3757] lr: 3.875e-03 eta: 20:56:21 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 7.2878 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.2690 loss: 2.2690 2022/06/26 17:35:10 - mmengine - INFO - Epoch(train) [104][2420/3757] lr: 3.875e-03 eta: 20:56:16 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 8.1827 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5696 loss: 2.5696 2022/06/26 17:35:15 - mmengine - INFO - Epoch(train) [104][2440/3757] lr: 3.875e-03 eta: 20:56:11 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 7.7902 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.1427 loss: 2.1427 2022/06/26 17:35:21 - mmengine - INFO - Epoch(train) [104][2460/3757] lr: 3.875e-03 eta: 20:56:06 time: 0.263 data_time: 0.007 memory: 5036 grad_norm: 7.0545 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2926 loss: 2.2926 2022/06/26 17:35:26 - mmengine - INFO - Epoch(train) [104][2480/3757] lr: 3.875e-03 eta: 20:56:00 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 7.2640 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.9981 loss: 1.9981 2022/06/26 17:35:31 - mmengine - INFO - Epoch(train) [104][2500/3757] lr: 3.875e-03 eta: 20:55:55 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 7.1221 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.3773 loss: 2.3773 2022/06/26 17:35:37 - mmengine - INFO - Epoch(train) [104][2520/3757] lr: 3.875e-03 eta: 20:55:50 time: 0.258 data_time: 0.010 memory: 5036 grad_norm: 7.5946 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.2365 loss: 2.2365 2022/06/26 17:35:42 - mmengine - INFO - Epoch(train) [104][2540/3757] lr: 3.875e-03 eta: 20:55:45 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 8.2926 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.5525 loss: 2.5525 2022/06/26 17:35:47 - mmengine - INFO - Epoch(train) [104][2560/3757] lr: 3.875e-03 eta: 20:55:39 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 8.7806 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8540 loss: 1.8540 2022/06/26 17:35:52 - mmengine - INFO - Epoch(train) [104][2580/3757] lr: 3.875e-03 eta: 20:55:34 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 8.1649 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9466 loss: 1.9466 2022/06/26 17:35:58 - mmengine - INFO - Epoch(train) [104][2600/3757] lr: 3.875e-03 eta: 20:55:29 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 8.6847 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.2775 loss: 2.2775 2022/06/26 17:36:03 - mmengine - INFO - Epoch(train) [104][2620/3757] lr: 3.875e-03 eta: 20:55:24 time: 0.265 data_time: 0.006 memory: 5036 grad_norm: 7.5268 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.4628 loss: 2.4628 2022/06/26 17:36:09 - mmengine - INFO - Epoch(train) [104][2640/3757] lr: 3.875e-03 eta: 20:55:18 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 7.9755 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3485 loss: 2.3485 2022/06/26 17:36:14 - mmengine - INFO - Epoch(train) [104][2660/3757] lr: 3.875e-03 eta: 20:55:13 time: 0.273 data_time: 0.022 memory: 5036 grad_norm: 8.5151 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.5171 loss: 2.5171 2022/06/26 17:36:19 - mmengine - INFO - Epoch(train) [104][2680/3757] lr: 3.875e-03 eta: 20:55:08 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 8.2344 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0487 loss: 2.0487 2022/06/26 17:36:24 - mmengine - INFO - Epoch(train) [104][2700/3757] lr: 3.875e-03 eta: 20:55:03 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 8.3360 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3016 loss: 2.3016 2022/06/26 17:36:29 - mmengine - INFO - Epoch(train) [104][2720/3757] lr: 3.875e-03 eta: 20:54:57 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 8.2686 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 1.6441 loss: 1.6441 2022/06/26 17:36:35 - mmengine - INFO - Epoch(train) [104][2740/3757] lr: 3.875e-03 eta: 20:54:52 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 6.7749 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.5235 loss: 2.5235 2022/06/26 17:36:40 - mmengine - INFO - Epoch(train) [104][2760/3757] lr: 3.875e-03 eta: 20:54:47 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 9.8383 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2723 loss: 2.2723 2022/06/26 17:36:45 - mmengine - INFO - Epoch(train) [104][2780/3757] lr: 3.875e-03 eta: 20:54:41 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 8.6726 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8113 loss: 2.8113 2022/06/26 17:36:50 - mmengine - INFO - Epoch(train) [104][2800/3757] lr: 3.875e-03 eta: 20:54:36 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 8.0119 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.2925 loss: 2.2925 2022/06/26 17:36:56 - mmengine - INFO - Epoch(train) [104][2820/3757] lr: 3.875e-03 eta: 20:54:31 time: 0.266 data_time: 0.010 memory: 5036 grad_norm: 8.9012 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.3922 loss: 2.3922 2022/06/26 17:37:01 - mmengine - INFO - Epoch(train) [104][2840/3757] lr: 3.875e-03 eta: 20:54:26 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.8082 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3091 loss: 2.3091 2022/06/26 17:37:06 - mmengine - INFO - Epoch(train) [104][2860/3757] lr: 3.875e-03 eta: 20:54:20 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 7.9322 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1138 loss: 2.1138 2022/06/26 17:37:11 - mmengine - INFO - Epoch(train) [104][2880/3757] lr: 3.875e-03 eta: 20:54:15 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 8.3805 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.4434 loss: 2.4434 2022/06/26 17:37:17 - mmengine - INFO - Epoch(train) [104][2900/3757] lr: 3.875e-03 eta: 20:54:10 time: 0.251 data_time: 0.009 memory: 5036 grad_norm: 8.6327 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0901 loss: 2.0901 2022/06/26 17:37:22 - mmengine - INFO - Epoch(train) [104][2920/3757] lr: 3.875e-03 eta: 20:54:05 time: 0.264 data_time: 0.006 memory: 5036 grad_norm: 7.7810 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1438 loss: 2.1438 2022/06/26 17:37:27 - mmengine - INFO - Epoch(train) [104][2940/3757] lr: 3.875e-03 eta: 20:53:59 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 8.5658 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9912 loss: 1.9912 2022/06/26 17:37:33 - mmengine - INFO - Epoch(train) [104][2960/3757] lr: 3.875e-03 eta: 20:53:54 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 6.7845 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4325 loss: 2.4325 2022/06/26 17:37:38 - mmengine - INFO - Epoch(train) [104][2980/3757] lr: 3.875e-03 eta: 20:53:49 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 7.0962 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.9447 loss: 1.9447 2022/06/26 17:37:43 - mmengine - INFO - Epoch(train) [104][3000/3757] lr: 3.875e-03 eta: 20:53:44 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 7.7876 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.1787 loss: 2.1787 2022/06/26 17:37:48 - mmengine - INFO - Epoch(train) [104][3020/3757] lr: 3.875e-03 eta: 20:53:38 time: 0.250 data_time: 0.007 memory: 5036 grad_norm: 8.4825 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.2177 loss: 2.2177 2022/06/26 17:37:51 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 17:37:53 - mmengine - INFO - Epoch(train) [104][3040/3757] lr: 3.875e-03 eta: 20:53:33 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 7.8898 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4509 loss: 2.4509 2022/06/26 17:37:59 - mmengine - INFO - Epoch(train) [104][3060/3757] lr: 3.875e-03 eta: 20:53:28 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 7.4146 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0813 loss: 2.0813 2022/06/26 17:38:04 - mmengine - INFO - Epoch(train) [104][3080/3757] lr: 3.875e-03 eta: 20:53:22 time: 0.254 data_time: 0.008 memory: 5036 grad_norm: 7.8482 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.4589 loss: 2.4589 2022/06/26 17:38:09 - mmengine - INFO - Epoch(train) [104][3100/3757] lr: 3.875e-03 eta: 20:53:17 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 7.6696 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.2343 loss: 2.2343 2022/06/26 17:38:14 - mmengine - INFO - Epoch(train) [104][3120/3757] lr: 3.875e-03 eta: 20:53:12 time: 0.256 data_time: 0.008 memory: 5036 grad_norm: 7.1662 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3748 loss: 2.3748 2022/06/26 17:38:19 - mmengine - INFO - Epoch(train) [104][3140/3757] lr: 3.875e-03 eta: 20:53:06 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 9.0052 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2708 loss: 2.2708 2022/06/26 17:38:25 - mmengine - INFO - Epoch(train) [104][3160/3757] lr: 3.875e-03 eta: 20:53:01 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 7.0473 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2780 loss: 2.2780 2022/06/26 17:38:30 - mmengine - INFO - Epoch(train) [104][3180/3757] lr: 3.875e-03 eta: 20:52:56 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 8.0758 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8422 loss: 1.8422 2022/06/26 17:38:35 - mmengine - INFO - Epoch(train) [104][3200/3757] lr: 3.875e-03 eta: 20:52:50 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 8.8103 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3534 loss: 2.3534 2022/06/26 17:38:40 - mmengine - INFO - Epoch(train) [104][3220/3757] lr: 3.875e-03 eta: 20:52:45 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 8.3472 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3343 loss: 2.3343 2022/06/26 17:38:45 - mmengine - INFO - Epoch(train) [104][3240/3757] lr: 3.875e-03 eta: 20:52:40 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 9.6668 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.8844 loss: 1.8844 2022/06/26 17:38:51 - mmengine - INFO - Epoch(train) [104][3260/3757] lr: 3.875e-03 eta: 20:52:34 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 8.8570 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3842 loss: 2.3842 2022/06/26 17:38:56 - mmengine - INFO - Epoch(train) [104][3280/3757] lr: 3.875e-03 eta: 20:52:29 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 8.6088 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4029 loss: 2.4029 2022/06/26 17:39:01 - mmengine - INFO - Epoch(train) [104][3300/3757] lr: 3.875e-03 eta: 20:52:24 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 6.9598 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.8300 loss: 1.8300 2022/06/26 17:39:06 - mmengine - INFO - Epoch(train) [104][3320/3757] lr: 3.875e-03 eta: 20:52:19 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 7.4402 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0808 loss: 2.0808 2022/06/26 17:39:11 - mmengine - INFO - Epoch(train) [104][3340/3757] lr: 3.875e-03 eta: 20:52:13 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 7.8782 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0512 loss: 2.0512 2022/06/26 17:39:17 - mmengine - INFO - Epoch(train) [104][3360/3757] lr: 3.875e-03 eta: 20:52:08 time: 0.254 data_time: 0.010 memory: 5036 grad_norm: 8.8483 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1245 loss: 2.1245 2022/06/26 17:39:22 - mmengine - INFO - Epoch(train) [104][3380/3757] lr: 3.875e-03 eta: 20:52:03 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 7.1557 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2959 loss: 2.2959 2022/06/26 17:39:27 - mmengine - INFO - Epoch(train) [104][3400/3757] lr: 3.875e-03 eta: 20:51:57 time: 0.253 data_time: 0.004 memory: 5036 grad_norm: 8.0195 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.1523 loss: 2.1523 2022/06/26 17:39:32 - mmengine - INFO - Epoch(train) [104][3420/3757] lr: 3.875e-03 eta: 20:51:52 time: 0.250 data_time: 0.004 memory: 5036 grad_norm: 8.5193 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4909 loss: 2.4909 2022/06/26 17:39:38 - mmengine - INFO - Epoch(train) [104][3440/3757] lr: 3.875e-03 eta: 20:51:47 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 7.5060 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3250 loss: 2.3250 2022/06/26 17:39:43 - mmengine - INFO - Epoch(train) [104][3460/3757] lr: 3.875e-03 eta: 20:51:42 time: 0.256 data_time: 0.010 memory: 5036 grad_norm: 8.1520 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5550 loss: 2.5550 2022/06/26 17:39:49 - mmengine - INFO - Epoch(train) [104][3480/3757] lr: 3.875e-03 eta: 20:51:37 time: 0.249 data_time: 0.008 memory: 5036 grad_norm: 8.8390 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.1784 loss: 2.1784 2022/06/26 17:39:54 - mmengine - INFO - Epoch(train) [104][3500/3757] lr: 3.875e-03 eta: 20:51:31 time: 0.272 data_time: 0.006 memory: 5036 grad_norm: 8.3459 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2639 loss: 2.2639 2022/06/26 17:39:59 - mmengine - INFO - Epoch(train) [104][3520/3757] lr: 3.875e-03 eta: 20:51:26 time: 0.264 data_time: 0.006 memory: 5036 grad_norm: 7.4828 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2368 loss: 2.2368 2022/06/26 17:40:05 - mmengine - INFO - Epoch(train) [104][3540/3757] lr: 3.875e-03 eta: 20:51:21 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 7.8881 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1188 loss: 2.1188 2022/06/26 17:40:10 - mmengine - INFO - Epoch(train) [104][3560/3757] lr: 3.875e-03 eta: 20:51:16 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 7.5838 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1992 loss: 2.1992 2022/06/26 17:40:15 - mmengine - INFO - Epoch(train) [104][3580/3757] lr: 3.875e-03 eta: 20:51:10 time: 0.261 data_time: 0.009 memory: 5036 grad_norm: 7.7270 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8295 loss: 1.8295 2022/06/26 17:40:20 - mmengine - INFO - Epoch(train) [104][3600/3757] lr: 3.875e-03 eta: 20:51:05 time: 0.257 data_time: 0.010 memory: 5036 grad_norm: 7.3406 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2590 loss: 2.2590 2022/06/26 17:40:26 - mmengine - INFO - Epoch(train) [104][3620/3757] lr: 3.875e-03 eta: 20:51:00 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 7.4740 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9792 loss: 1.9792 2022/06/26 17:40:31 - mmengine - INFO - Epoch(train) [104][3640/3757] lr: 3.875e-03 eta: 20:50:55 time: 0.266 data_time: 0.003 memory: 5036 grad_norm: 8.0625 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5524 loss: 2.5524 2022/06/26 17:40:36 - mmengine - INFO - Epoch(train) [104][3660/3757] lr: 3.875e-03 eta: 20:50:49 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 7.0672 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.3089 loss: 2.3089 2022/06/26 17:40:41 - mmengine - INFO - Epoch(train) [104][3680/3757] lr: 3.875e-03 eta: 20:50:44 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.5198 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.5368 loss: 2.5368 2022/06/26 17:40:47 - mmengine - INFO - Epoch(train) [104][3700/3757] lr: 3.875e-03 eta: 20:50:39 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 7.9030 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6124 loss: 2.6124 2022/06/26 17:40:52 - mmengine - INFO - Epoch(train) [104][3720/3757] lr: 3.875e-03 eta: 20:50:34 time: 0.248 data_time: 0.004 memory: 5036 grad_norm: 6.6696 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5283 loss: 2.5283 2022/06/26 17:40:57 - mmengine - INFO - Epoch(train) [104][3740/3757] lr: 3.875e-03 eta: 20:50:28 time: 0.243 data_time: 0.003 memory: 5036 grad_norm: 8.0958 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0772 loss: 2.0772 2022/06/26 17:41:01 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 17:41:01 - mmengine - INFO - Saving checkpoint at 104 epochs 2022/06/26 17:41:14 - mmengine - INFO - Epoch(val) [104][20/310] eta: 0:01:45 time: 0.108 data_time: 0.002 memory: 5036 2022/06/26 17:41:18 - mmengine - INFO - Epoch(val) [104][40/310] eta: 0:01:26 time: 0.109 data_time: 0.007 memory: 1723 2022/06/26 17:41:23 - mmengine - INFO - Epoch(val) [104][60/310] eta: 0:00:26 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 17:41:27 - mmengine - INFO - Epoch(val) [104][80/310] eta: 0:00:24 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 17:41:34 - mmengine - INFO - Epoch(val) [104][100/310] eta: 0:01:13 time: 0.109 data_time: 0.001 memory: 1723 2022/06/26 17:41:39 - mmengine - INFO - Epoch(val) [104][120/310] eta: 0:01:04 time: 0.125 data_time: 0.018 memory: 1723 2022/06/26 17:41:43 - mmengine - INFO - Epoch(val) [104][140/310] eta: 0:00:18 time: 0.108 data_time: 0.002 memory: 1723 2022/06/26 17:41:48 - mmengine - INFO - Epoch(val) [104][160/310] eta: 0:00:18 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 17:41:55 - mmengine - INFO - Epoch(val) [104][180/310] eta: 0:00:42 time: 0.108 data_time: 0.007 memory: 1723 2022/06/26 17:41:59 - mmengine - INFO - Epoch(val) [104][200/310] eta: 0:00:39 time: 0.107 data_time: 0.006 memory: 1723 2022/06/26 17:42:05 - mmengine - INFO - Epoch(val) [104][220/310] eta: 0:00:13 time: 0.104 data_time: 0.002 memory: 1723 2022/06/26 17:42:09 - mmengine - INFO - Epoch(val) [104][240/310] eta: 0:00:08 time: 0.109 data_time: 0.001 memory: 1723 2022/06/26 17:42:16 - mmengine - INFO - Epoch(val) [104][260/310] eta: 0:00:18 time: 0.103 data_time: 0.002 memory: 1723 2022/06/26 17:42:21 - mmengine - INFO - Epoch(val) [104][280/310] eta: 0:00:10 time: 0.110 data_time: 0.002 memory: 1723 2022/06/26 17:42:23 - mmengine - INFO - Epoch(val) [104][300/310] eta: 0:00:01 time: 0.102 data_time: 0.001 memory: 1723 2022/06/26 17:42:25 - mmengine - INFO - Epoch(val) [104][310/310] acc/top1: 0.5438 acc/top5: 0.7804 acc/mean1: 0.5436 2022/06/26 17:42:35 - mmengine - INFO - Epoch(train) [105][20/3757] lr: 3.790e-03 eta: 20:50:20 time: 0.274 data_time: 0.003 memory: 5036 grad_norm: 6.3623 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0611 loss: 2.0611 2022/06/26 17:42:40 - mmengine - INFO - Epoch(train) [105][40/3757] lr: 3.790e-03 eta: 20:50:15 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 8.0776 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.3201 loss: 2.3201 2022/06/26 17:42:46 - mmengine - INFO - Epoch(train) [105][60/3757] lr: 3.790e-03 eta: 20:50:10 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 8.5110 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4019 loss: 2.4019 2022/06/26 17:42:51 - mmengine - INFO - Epoch(train) [105][80/3757] lr: 3.790e-03 eta: 20:50:05 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 6.6528 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.1933 loss: 2.1933 2022/06/26 17:42:56 - mmengine - INFO - Epoch(train) [105][100/3757] lr: 3.790e-03 eta: 20:49:59 time: 0.283 data_time: 0.003 memory: 5036 grad_norm: 7.9970 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1595 loss: 2.1595 2022/06/26 17:43:01 - mmengine - INFO - Epoch(train) [105][120/3757] lr: 3.790e-03 eta: 20:49:54 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 7.9673 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4327 loss: 2.4327 2022/06/26 17:43:07 - mmengine - INFO - Epoch(train) [105][140/3757] lr: 3.790e-03 eta: 20:49:49 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 9.1141 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.4191 loss: 2.4191 2022/06/26 17:43:12 - mmengine - INFO - Epoch(train) [105][160/3757] lr: 3.790e-03 eta: 20:49:44 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.7691 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2441 loss: 2.2441 2022/06/26 17:43:18 - mmengine - INFO - Epoch(train) [105][180/3757] lr: 3.790e-03 eta: 20:49:39 time: 0.281 data_time: 0.009 memory: 5036 grad_norm: 7.8629 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9394 loss: 1.9394 2022/06/26 17:43:23 - mmengine - INFO - Epoch(train) [105][200/3757] lr: 3.790e-03 eta: 20:49:33 time: 0.269 data_time: 0.003 memory: 5036 grad_norm: 7.9731 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.1343 loss: 2.1343 2022/06/26 17:43:28 - mmengine - INFO - Epoch(train) [105][220/3757] lr: 3.790e-03 eta: 20:49:28 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 7.9381 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.0176 loss: 2.0176 2022/06/26 17:43:34 - mmengine - INFO - Epoch(train) [105][240/3757] lr: 3.790e-03 eta: 20:49:23 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 9.9694 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2795 loss: 2.2795 2022/06/26 17:43:39 - mmengine - INFO - Epoch(train) [105][260/3757] lr: 3.790e-03 eta: 20:49:18 time: 0.274 data_time: 0.003 memory: 5036 grad_norm: 6.7184 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5692 loss: 2.5692 2022/06/26 17:43:42 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 17:43:45 - mmengine - INFO - Epoch(train) [105][280/3757] lr: 3.790e-03 eta: 20:49:13 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 7.2622 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1093 loss: 2.1093 2022/06/26 17:43:50 - mmengine - INFO - Epoch(train) [105][300/3757] lr: 3.790e-03 eta: 20:49:08 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 8.8967 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.0049 loss: 2.0049 2022/06/26 17:43:55 - mmengine - INFO - Epoch(train) [105][320/3757] lr: 3.790e-03 eta: 20:49:02 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 7.3999 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.3226 loss: 2.3226 2022/06/26 17:44:01 - mmengine - INFO - Epoch(train) [105][340/3757] lr: 3.790e-03 eta: 20:48:57 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 7.4715 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.3996 loss: 2.3996 2022/06/26 17:44:06 - mmengine - INFO - Epoch(train) [105][360/3757] lr: 3.790e-03 eta: 20:48:52 time: 0.268 data_time: 0.008 memory: 5036 grad_norm: 7.0428 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.5937 loss: 2.5937 2022/06/26 17:44:11 - mmengine - INFO - Epoch(train) [105][380/3757] lr: 3.790e-03 eta: 20:48:46 time: 0.247 data_time: 0.006 memory: 5036 grad_norm: 7.7658 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4152 loss: 2.4152 2022/06/26 17:44:16 - mmengine - INFO - Epoch(train) [105][400/3757] lr: 3.790e-03 eta: 20:48:41 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 9.0615 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0052 loss: 2.0052 2022/06/26 17:44:21 - mmengine - INFO - Epoch(train) [105][420/3757] lr: 3.790e-03 eta: 20:48:36 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 8.9037 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4842 loss: 2.4842 2022/06/26 17:44:27 - mmengine - INFO - Epoch(train) [105][440/3757] lr: 3.790e-03 eta: 20:48:31 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 7.3698 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4188 loss: 2.4188 2022/06/26 17:44:32 - mmengine - INFO - Epoch(train) [105][460/3757] lr: 3.790e-03 eta: 20:48:25 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 8.2498 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.6049 loss: 2.6049 2022/06/26 17:44:37 - mmengine - INFO - Epoch(train) [105][480/3757] lr: 3.790e-03 eta: 20:48:20 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 9.4603 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6603 loss: 2.6603 2022/06/26 17:44:42 - mmengine - INFO - Epoch(train) [105][500/3757] lr: 3.790e-03 eta: 20:48:15 time: 0.248 data_time: 0.008 memory: 5036 grad_norm: 8.4914 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2642 loss: 2.2642 2022/06/26 17:44:47 - mmengine - INFO - Epoch(train) [105][520/3757] lr: 3.790e-03 eta: 20:48:09 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 7.9463 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 2.4959 loss: 2.4959 2022/06/26 17:44:53 - mmengine - INFO - Epoch(train) [105][540/3757] lr: 3.790e-03 eta: 20:48:04 time: 0.272 data_time: 0.009 memory: 5036 grad_norm: 8.3562 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.3913 loss: 2.3913 2022/06/26 17:44:58 - mmengine - INFO - Epoch(train) [105][560/3757] lr: 3.790e-03 eta: 20:47:59 time: 0.269 data_time: 0.007 memory: 5036 grad_norm: 6.9806 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2171 loss: 2.2171 2022/06/26 17:45:03 - mmengine - INFO - Epoch(train) [105][580/3757] lr: 3.790e-03 eta: 20:47:53 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 7.4855 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9299 loss: 1.9299 2022/06/26 17:45:08 - mmengine - INFO - Epoch(train) [105][600/3757] lr: 3.790e-03 eta: 20:47:48 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 9.1346 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.2124 loss: 2.2124 2022/06/26 17:45:13 - mmengine - INFO - Epoch(train) [105][620/3757] lr: 3.790e-03 eta: 20:47:43 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 8.0793 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3361 loss: 2.3361 2022/06/26 17:45:19 - mmengine - INFO - Epoch(train) [105][640/3757] lr: 3.790e-03 eta: 20:47:37 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 8.1248 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.9374 loss: 1.9374 2022/06/26 17:45:24 - mmengine - INFO - Epoch(train) [105][660/3757] lr: 3.790e-03 eta: 20:47:32 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 7.8958 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.5243 loss: 2.5243 2022/06/26 17:45:29 - mmengine - INFO - Epoch(train) [105][680/3757] lr: 3.790e-03 eta: 20:47:27 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 6.9139 top1_acc: 0.1250 top5_acc: 0.8750 loss_cls: 2.1819 loss: 2.1819 2022/06/26 17:45:34 - mmengine - INFO - Epoch(train) [105][700/3757] lr: 3.790e-03 eta: 20:47:22 time: 0.298 data_time: 0.003 memory: 5036 grad_norm: 6.8081 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.2993 loss: 2.2993 2022/06/26 17:45:39 - mmengine - INFO - Epoch(train) [105][720/3757] lr: 3.790e-03 eta: 20:47:16 time: 0.261 data_time: 0.015 memory: 5036 grad_norm: 8.4104 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4268 loss: 2.4268 2022/06/26 17:45:45 - mmengine - INFO - Epoch(train) [105][740/3757] lr: 3.790e-03 eta: 20:47:11 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 8.1302 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.3381 loss: 2.3381 2022/06/26 17:45:50 - mmengine - INFO - Epoch(train) [105][760/3757] lr: 3.790e-03 eta: 20:47:06 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 6.7522 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9901 loss: 1.9901 2022/06/26 17:45:55 - mmengine - INFO - Epoch(train) [105][780/3757] lr: 3.790e-03 eta: 20:47:01 time: 0.268 data_time: 0.024 memory: 5036 grad_norm: 6.4796 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.2627 loss: 2.2627 2022/06/26 17:46:01 - mmengine - INFO - Epoch(train) [105][800/3757] lr: 3.790e-03 eta: 20:46:55 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 8.0673 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.3979 loss: 2.3979 2022/06/26 17:46:06 - mmengine - INFO - Epoch(train) [105][820/3757] lr: 3.790e-03 eta: 20:46:50 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 7.9512 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8066 loss: 1.8066 2022/06/26 17:46:11 - mmengine - INFO - Epoch(train) [105][840/3757] lr: 3.790e-03 eta: 20:46:45 time: 0.250 data_time: 0.004 memory: 5036 grad_norm: 8.2133 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1417 loss: 2.1417 2022/06/26 17:46:16 - mmengine - INFO - Epoch(train) [105][860/3757] lr: 3.790e-03 eta: 20:46:39 time: 0.275 data_time: 0.016 memory: 5036 grad_norm: 7.4103 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.2023 loss: 2.2023 2022/06/26 17:46:22 - mmengine - INFO - Epoch(train) [105][880/3757] lr: 3.790e-03 eta: 20:46:34 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 8.3296 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.3383 loss: 2.3383 2022/06/26 17:46:27 - mmengine - INFO - Epoch(train) [105][900/3757] lr: 3.790e-03 eta: 20:46:29 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 7.4247 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3871 loss: 2.3871 2022/06/26 17:46:32 - mmengine - INFO - Epoch(train) [105][920/3757] lr: 3.790e-03 eta: 20:46:24 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 6.5789 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.6030 loss: 2.6030 2022/06/26 17:46:38 - mmengine - INFO - Epoch(train) [105][940/3757] lr: 3.790e-03 eta: 20:46:19 time: 0.267 data_time: 0.012 memory: 5036 grad_norm: 8.1049 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.0490 loss: 2.0490 2022/06/26 17:46:43 - mmengine - INFO - Epoch(train) [105][960/3757] lr: 3.790e-03 eta: 20:46:13 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 7.8287 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6088 loss: 1.6088 2022/06/26 17:46:48 - mmengine - INFO - Epoch(train) [105][980/3757] lr: 3.790e-03 eta: 20:46:08 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 6.9785 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.8219 loss: 1.8219 2022/06/26 17:46:53 - mmengine - INFO - Epoch(train) [105][1000/3757] lr: 3.790e-03 eta: 20:46:03 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 7.0961 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2256 loss: 2.2256 2022/06/26 17:46:59 - mmengine - INFO - Epoch(train) [105][1020/3757] lr: 3.790e-03 eta: 20:45:57 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 6.9416 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.1429 loss: 2.1429 2022/06/26 17:47:04 - mmengine - INFO - Epoch(train) [105][1040/3757] lr: 3.790e-03 eta: 20:45:52 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.0241 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.3900 loss: 2.3900 2022/06/26 17:47:09 - mmengine - INFO - Epoch(train) [105][1060/3757] lr: 3.790e-03 eta: 20:45:47 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 8.3403 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3490 loss: 2.3490 2022/06/26 17:47:14 - mmengine - INFO - Epoch(train) [105][1080/3757] lr: 3.790e-03 eta: 20:45:42 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 7.3030 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9933 loss: 1.9933 2022/06/26 17:47:20 - mmengine - INFO - Epoch(train) [105][1100/3757] lr: 3.790e-03 eta: 20:45:37 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 9.5442 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1974 loss: 2.1974 2022/06/26 17:47:25 - mmengine - INFO - Epoch(train) [105][1120/3757] lr: 3.790e-03 eta: 20:45:31 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 6.8365 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.1072 loss: 2.1072 2022/06/26 17:47:30 - mmengine - INFO - Epoch(train) [105][1140/3757] lr: 3.790e-03 eta: 20:45:26 time: 0.250 data_time: 0.007 memory: 5036 grad_norm: 7.5023 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0972 loss: 2.0972 2022/06/26 17:47:36 - mmengine - INFO - Epoch(train) [105][1160/3757] lr: 3.790e-03 eta: 20:45:21 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 7.5114 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0700 loss: 2.0700 2022/06/26 17:47:41 - mmengine - INFO - Epoch(train) [105][1180/3757] lr: 3.790e-03 eta: 20:45:15 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 8.3781 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0929 loss: 2.0929 2022/06/26 17:47:46 - mmengine - INFO - Epoch(train) [105][1200/3757] lr: 3.790e-03 eta: 20:45:10 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 7.2619 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.7581 loss: 1.7581 2022/06/26 17:47:51 - mmengine - INFO - Epoch(train) [105][1220/3757] lr: 3.790e-03 eta: 20:45:05 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 7.1370 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2509 loss: 2.2509 2022/06/26 17:47:57 - mmengine - INFO - Epoch(train) [105][1240/3757] lr: 3.790e-03 eta: 20:45:00 time: 0.251 data_time: 0.007 memory: 5036 grad_norm: 8.4663 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 1.9436 loss: 1.9436 2022/06/26 17:48:02 - mmengine - INFO - Epoch(train) [105][1260/3757] lr: 3.790e-03 eta: 20:44:54 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 7.7448 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2859 loss: 2.2859 2022/06/26 17:48:05 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 17:48:07 - mmengine - INFO - Epoch(train) [105][1280/3757] lr: 3.790e-03 eta: 20:44:49 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 7.6918 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0882 loss: 2.0882 2022/06/26 17:48:13 - mmengine - INFO - Epoch(train) [105][1300/3757] lr: 3.790e-03 eta: 20:44:44 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 8.2311 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9068 loss: 1.9068 2022/06/26 17:48:18 - mmengine - INFO - Epoch(train) [105][1320/3757] lr: 3.790e-03 eta: 20:44:39 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 7.4669 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1880 loss: 2.1880 2022/06/26 17:48:23 - mmengine - INFO - Epoch(train) [105][1340/3757] lr: 3.790e-03 eta: 20:44:33 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 9.2168 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5181 loss: 2.5181 2022/06/26 17:48:28 - mmengine - INFO - Epoch(train) [105][1360/3757] lr: 3.790e-03 eta: 20:44:28 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 8.5611 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.9178 loss: 1.9178 2022/06/26 17:48:34 - mmengine - INFO - Epoch(train) [105][1380/3757] lr: 3.790e-03 eta: 20:44:23 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.2489 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.1583 loss: 2.1583 2022/06/26 17:48:39 - mmengine - INFO - Epoch(train) [105][1400/3757] lr: 3.790e-03 eta: 20:44:18 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 8.1460 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5362 loss: 2.5362 2022/06/26 17:48:44 - mmengine - INFO - Epoch(train) [105][1420/3757] lr: 3.790e-03 eta: 20:44:12 time: 0.270 data_time: 0.007 memory: 5036 grad_norm: 8.7528 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4664 loss: 2.4664 2022/06/26 17:48:50 - mmengine - INFO - Epoch(train) [105][1440/3757] lr: 3.790e-03 eta: 20:44:07 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 8.1427 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1380 loss: 2.1380 2022/06/26 17:48:55 - mmengine - INFO - Epoch(train) [105][1460/3757] lr: 3.790e-03 eta: 20:44:02 time: 0.264 data_time: 0.006 memory: 5036 grad_norm: 8.2776 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.1569 loss: 2.1569 2022/06/26 17:49:00 - mmengine - INFO - Epoch(train) [105][1480/3757] lr: 3.790e-03 eta: 20:43:57 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 7.3759 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2850 loss: 2.2850 2022/06/26 17:49:06 - mmengine - INFO - Epoch(train) [105][1500/3757] lr: 3.790e-03 eta: 20:43:52 time: 0.254 data_time: 0.013 memory: 5036 grad_norm: 8.8621 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.0988 loss: 2.0988 2022/06/26 17:49:11 - mmengine - INFO - Epoch(train) [105][1520/3757] lr: 3.790e-03 eta: 20:43:46 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 9.0326 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6910 loss: 2.6910 2022/06/26 17:49:16 - mmengine - INFO - Epoch(train) [105][1540/3757] lr: 3.790e-03 eta: 20:43:41 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 8.1780 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8949 loss: 1.8949 2022/06/26 17:49:21 - mmengine - INFO - Epoch(train) [105][1560/3757] lr: 3.790e-03 eta: 20:43:36 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 7.9610 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.5085 loss: 2.5085 2022/06/26 17:49:26 - mmengine - INFO - Epoch(train) [105][1580/3757] lr: 3.790e-03 eta: 20:43:30 time: 0.266 data_time: 0.006 memory: 5036 grad_norm: 7.3673 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3800 loss: 2.3800 2022/06/26 17:49:32 - mmengine - INFO - Epoch(train) [105][1600/3757] lr: 3.790e-03 eta: 20:43:25 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 7.8622 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5310 loss: 2.5310 2022/06/26 17:49:37 - mmengine - INFO - Epoch(train) [105][1620/3757] lr: 3.790e-03 eta: 20:43:20 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 9.0298 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9072 loss: 1.9072 2022/06/26 17:49:42 - mmengine - INFO - Epoch(train) [105][1640/3757] lr: 3.790e-03 eta: 20:43:14 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 7.9204 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5126 loss: 2.5126 2022/06/26 17:49:47 - mmengine - INFO - Epoch(train) [105][1660/3757] lr: 3.790e-03 eta: 20:43:09 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 7.0799 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1374 loss: 2.1374 2022/06/26 17:49:53 - mmengine - INFO - Epoch(train) [105][1680/3757] lr: 3.790e-03 eta: 20:43:04 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 8.8132 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2702 loss: 2.2702 2022/06/26 17:49:58 - mmengine - INFO - Epoch(train) [105][1700/3757] lr: 3.790e-03 eta: 20:42:59 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 7.6444 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3718 loss: 2.3718 2022/06/26 17:50:03 - mmengine - INFO - Epoch(train) [105][1720/3757] lr: 3.790e-03 eta: 20:42:53 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 8.9188 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0640 loss: 2.0640 2022/06/26 17:50:09 - mmengine - INFO - Epoch(train) [105][1740/3757] lr: 3.790e-03 eta: 20:42:48 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 8.9507 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1491 loss: 2.1491 2022/06/26 17:50:14 - mmengine - INFO - Epoch(train) [105][1760/3757] lr: 3.790e-03 eta: 20:42:43 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 7.9755 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5006 loss: 2.5006 2022/06/26 17:50:19 - mmengine - INFO - Epoch(train) [105][1780/3757] lr: 3.790e-03 eta: 20:42:38 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 7.7997 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1153 loss: 2.1153 2022/06/26 17:50:24 - mmengine - INFO - Epoch(train) [105][1800/3757] lr: 3.790e-03 eta: 20:42:32 time: 0.251 data_time: 0.007 memory: 5036 grad_norm: 7.0654 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.2953 loss: 2.2953 2022/06/26 17:50:30 - mmengine - INFO - Epoch(train) [105][1820/3757] lr: 3.790e-03 eta: 20:42:27 time: 0.267 data_time: 0.006 memory: 5036 grad_norm: 8.4749 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1296 loss: 2.1296 2022/06/26 17:50:35 - mmengine - INFO - Epoch(train) [105][1840/3757] lr: 3.790e-03 eta: 20:42:22 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 8.1042 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.3105 loss: 2.3105 2022/06/26 17:50:40 - mmengine - INFO - Epoch(train) [105][1860/3757] lr: 3.790e-03 eta: 20:42:17 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 7.5362 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8850 loss: 2.8850 2022/06/26 17:50:46 - mmengine - INFO - Epoch(train) [105][1880/3757] lr: 3.790e-03 eta: 20:42:12 time: 0.265 data_time: 0.009 memory: 5036 grad_norm: 8.9429 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2777 loss: 2.2777 2022/06/26 17:50:51 - mmengine - INFO - Epoch(train) [105][1900/3757] lr: 3.790e-03 eta: 20:42:06 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 7.9009 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9292 loss: 1.9292 2022/06/26 17:50:56 - mmengine - INFO - Epoch(train) [105][1920/3757] lr: 3.790e-03 eta: 20:42:01 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 8.0387 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.1901 loss: 2.1901 2022/06/26 17:51:01 - mmengine - INFO - Epoch(train) [105][1940/3757] lr: 3.790e-03 eta: 20:41:56 time: 0.262 data_time: 0.009 memory: 5036 grad_norm: 9.1588 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5934 loss: 2.5934 2022/06/26 17:51:07 - mmengine - INFO - Epoch(train) [105][1960/3757] lr: 3.790e-03 eta: 20:41:51 time: 0.247 data_time: 0.006 memory: 5036 grad_norm: 8.1595 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0302 loss: 2.0302 2022/06/26 17:51:12 - mmengine - INFO - Epoch(train) [105][1980/3757] lr: 3.790e-03 eta: 20:41:45 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 8.0801 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.4976 loss: 2.4976 2022/06/26 17:51:17 - mmengine - INFO - Epoch(train) [105][2000/3757] lr: 3.790e-03 eta: 20:41:40 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.2430 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9725 loss: 1.9725 2022/06/26 17:51:22 - mmengine - INFO - Epoch(train) [105][2020/3757] lr: 3.790e-03 eta: 20:41:35 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 7.0108 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.6145 loss: 2.6145 2022/06/26 17:51:28 - mmengine - INFO - Epoch(train) [105][2040/3757] lr: 3.790e-03 eta: 20:41:29 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 8.0272 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.2721 loss: 2.2721 2022/06/26 17:51:33 - mmengine - INFO - Epoch(train) [105][2060/3757] lr: 3.790e-03 eta: 20:41:24 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 8.0272 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.4303 loss: 2.4303 2022/06/26 17:51:38 - mmengine - INFO - Epoch(train) [105][2080/3757] lr: 3.790e-03 eta: 20:41:19 time: 0.256 data_time: 0.010 memory: 5036 grad_norm: 7.2249 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2343 loss: 2.2343 2022/06/26 17:51:43 - mmengine - INFO - Epoch(train) [105][2100/3757] lr: 3.790e-03 eta: 20:41:13 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 8.1167 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2513 loss: 2.2513 2022/06/26 17:51:49 - mmengine - INFO - Epoch(train) [105][2120/3757] lr: 3.790e-03 eta: 20:41:08 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 10.0145 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2167 loss: 2.2167 2022/06/26 17:51:54 - mmengine - INFO - Epoch(train) [105][2140/3757] lr: 3.790e-03 eta: 20:41:03 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 8.2483 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5359 loss: 2.5359 2022/06/26 17:51:59 - mmengine - INFO - Epoch(train) [105][2160/3757] lr: 3.790e-03 eta: 20:40:58 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 7.6956 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1163 loss: 2.1163 2022/06/26 17:52:04 - mmengine - INFO - Epoch(train) [105][2180/3757] lr: 3.790e-03 eta: 20:40:52 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 9.3271 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2848 loss: 2.2848 2022/06/26 17:52:10 - mmengine - INFO - Epoch(train) [105][2200/3757] lr: 3.790e-03 eta: 20:40:47 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 8.7485 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9157 loss: 1.9157 2022/06/26 17:52:15 - mmengine - INFO - Epoch(train) [105][2220/3757] lr: 3.790e-03 eta: 20:40:42 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 6.4682 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1354 loss: 2.1354 2022/06/26 17:52:20 - mmengine - INFO - Epoch(train) [105][2240/3757] lr: 3.790e-03 eta: 20:40:37 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 7.7373 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.3720 loss: 2.3720 2022/06/26 17:52:26 - mmengine - INFO - Epoch(train) [105][2260/3757] lr: 3.790e-03 eta: 20:40:32 time: 0.259 data_time: 0.008 memory: 5036 grad_norm: 7.8882 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.1487 loss: 2.1487 2022/06/26 17:52:29 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 17:52:31 - mmengine - INFO - Epoch(train) [105][2280/3757] lr: 3.790e-03 eta: 20:40:26 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 7.6202 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5681 loss: 2.5681 2022/06/26 17:52:36 - mmengine - INFO - Epoch(train) [105][2300/3757] lr: 3.790e-03 eta: 20:40:21 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 7.9007 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3047 loss: 2.3047 2022/06/26 17:52:42 - mmengine - INFO - Epoch(train) [105][2320/3757] lr: 3.790e-03 eta: 20:40:16 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 8.9515 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6761 loss: 2.6761 2022/06/26 17:52:47 - mmengine - INFO - Epoch(train) [105][2340/3757] lr: 3.790e-03 eta: 20:40:11 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 7.3889 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2419 loss: 2.2419 2022/06/26 17:52:52 - mmengine - INFO - Epoch(train) [105][2360/3757] lr: 3.790e-03 eta: 20:40:05 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 7.9128 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5925 loss: 2.5925 2022/06/26 17:52:57 - mmengine - INFO - Epoch(train) [105][2380/3757] lr: 3.790e-03 eta: 20:40:00 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 7.6438 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2305 loss: 2.2305 2022/06/26 17:53:02 - mmengine - INFO - Epoch(train) [105][2400/3757] lr: 3.790e-03 eta: 20:39:54 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 7.0906 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.2263 loss: 2.2263 2022/06/26 17:53:08 - mmengine - INFO - Epoch(train) [105][2420/3757] lr: 3.790e-03 eta: 20:39:49 time: 0.257 data_time: 0.012 memory: 5036 grad_norm: 6.9304 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.2022 loss: 2.2022 2022/06/26 17:53:13 - mmengine - INFO - Epoch(train) [105][2440/3757] lr: 3.790e-03 eta: 20:39:44 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 8.7555 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.2059 loss: 2.2059 2022/06/26 17:53:18 - mmengine - INFO - Epoch(train) [105][2460/3757] lr: 3.790e-03 eta: 20:39:39 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 7.2374 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.4505 loss: 2.4505 2022/06/26 17:53:23 - mmengine - INFO - Epoch(train) [105][2480/3757] lr: 3.790e-03 eta: 20:39:33 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 7.7135 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.2751 loss: 2.2751 2022/06/26 17:53:29 - mmengine - INFO - Epoch(train) [105][2500/3757] lr: 3.790e-03 eta: 20:39:28 time: 0.251 data_time: 0.009 memory: 5036 grad_norm: 7.8165 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4127 loss: 2.4127 2022/06/26 17:53:34 - mmengine - INFO - Epoch(train) [105][2520/3757] lr: 3.790e-03 eta: 20:39:23 time: 0.251 data_time: 0.008 memory: 5036 grad_norm: 8.7902 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1902 loss: 2.1902 2022/06/26 17:53:39 - mmengine - INFO - Epoch(train) [105][2540/3757] lr: 3.790e-03 eta: 20:39:18 time: 0.262 data_time: 0.009 memory: 5036 grad_norm: 7.4295 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1584 loss: 2.1584 2022/06/26 17:53:44 - mmengine - INFO - Epoch(train) [105][2560/3757] lr: 3.790e-03 eta: 20:39:12 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 8.9289 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.0762 loss: 2.0762 2022/06/26 17:53:50 - mmengine - INFO - Epoch(train) [105][2580/3757] lr: 3.790e-03 eta: 20:39:07 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 7.4129 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.4311 loss: 2.4311 2022/06/26 17:53:55 - mmengine - INFO - Epoch(train) [105][2600/3757] lr: 3.790e-03 eta: 20:39:02 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 9.5287 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2400 loss: 2.2400 2022/06/26 17:54:00 - mmengine - INFO - Epoch(train) [105][2620/3757] lr: 3.790e-03 eta: 20:38:57 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 9.2032 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.8939 loss: 1.8939 2022/06/26 17:54:05 - mmengine - INFO - Epoch(train) [105][2640/3757] lr: 3.790e-03 eta: 20:38:51 time: 0.340 data_time: 0.015 memory: 5036 grad_norm: 8.2376 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.7586 loss: 1.7586 2022/06/26 17:54:11 - mmengine - INFO - Epoch(train) [105][2660/3757] lr: 3.790e-03 eta: 20:38:46 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 7.2751 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.3140 loss: 2.3140 2022/06/26 17:54:16 - mmengine - INFO - Epoch(train) [105][2680/3757] lr: 3.790e-03 eta: 20:38:41 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 8.5752 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.8550 loss: 2.8550 2022/06/26 17:54:21 - mmengine - INFO - Epoch(train) [105][2700/3757] lr: 3.790e-03 eta: 20:38:35 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 8.5670 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5545 loss: 2.5545 2022/06/26 17:54:26 - mmengine - INFO - Epoch(train) [105][2720/3757] lr: 3.790e-03 eta: 20:38:30 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 8.4924 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.4332 loss: 2.4332 2022/06/26 17:54:31 - mmengine - INFO - Epoch(train) [105][2740/3757] lr: 3.790e-03 eta: 20:38:25 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 8.4659 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0186 loss: 2.0186 2022/06/26 17:54:37 - mmengine - INFO - Epoch(train) [105][2760/3757] lr: 3.790e-03 eta: 20:38:19 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 6.9550 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.5377 loss: 2.5377 2022/06/26 17:54:42 - mmengine - INFO - Epoch(train) [105][2780/3757] lr: 3.790e-03 eta: 20:38:14 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 8.3662 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.6077 loss: 2.6077 2022/06/26 17:54:47 - mmengine - INFO - Epoch(train) [105][2800/3757] lr: 3.790e-03 eta: 20:38:09 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 8.6971 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3610 loss: 2.3610 2022/06/26 17:54:52 - mmengine - INFO - Epoch(train) [105][2820/3757] lr: 3.790e-03 eta: 20:38:03 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 6.6709 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2392 loss: 2.2392 2022/06/26 17:54:57 - mmengine - INFO - Epoch(train) [105][2840/3757] lr: 3.790e-03 eta: 20:37:58 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 7.5792 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2974 loss: 2.2974 2022/06/26 17:55:02 - mmengine - INFO - Epoch(train) [105][2860/3757] lr: 3.790e-03 eta: 20:37:53 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 7.7925 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1302 loss: 2.1302 2022/06/26 17:55:08 - mmengine - INFO - Epoch(train) [105][2880/3757] lr: 3.790e-03 eta: 20:37:48 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.0246 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.1321 loss: 2.1321 2022/06/26 17:55:13 - mmengine - INFO - Epoch(train) [105][2900/3757] lr: 3.790e-03 eta: 20:37:42 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 7.8305 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9123 loss: 1.9123 2022/06/26 17:55:18 - mmengine - INFO - Epoch(train) [105][2920/3757] lr: 3.790e-03 eta: 20:37:37 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 8.6641 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.2214 loss: 2.2214 2022/06/26 17:55:23 - mmengine - INFO - Epoch(train) [105][2940/3757] lr: 3.790e-03 eta: 20:37:32 time: 0.253 data_time: 0.008 memory: 5036 grad_norm: 8.4451 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2016 loss: 2.2016 2022/06/26 17:55:29 - mmengine - INFO - Epoch(train) [105][2960/3757] lr: 3.790e-03 eta: 20:37:27 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 8.5618 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.0243 loss: 2.0243 2022/06/26 17:55:34 - mmengine - INFO - Epoch(train) [105][2980/3757] lr: 3.790e-03 eta: 20:37:21 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.0369 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1456 loss: 2.1456 2022/06/26 17:55:39 - mmengine - INFO - Epoch(train) [105][3000/3757] lr: 3.790e-03 eta: 20:37:16 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 6.5418 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1337 loss: 2.1337 2022/06/26 17:55:45 - mmengine - INFO - Epoch(train) [105][3020/3757] lr: 3.790e-03 eta: 20:37:11 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 8.1383 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3306 loss: 2.3306 2022/06/26 17:55:50 - mmengine - INFO - Epoch(train) [105][3040/3757] lr: 3.790e-03 eta: 20:37:06 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 9.0240 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8743 loss: 1.8743 2022/06/26 17:55:55 - mmengine - INFO - Epoch(train) [105][3060/3757] lr: 3.790e-03 eta: 20:37:00 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 8.4663 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.1960 loss: 2.1960 2022/06/26 17:56:00 - mmengine - INFO - Epoch(train) [105][3080/3757] lr: 3.790e-03 eta: 20:36:55 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 8.6290 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9940 loss: 1.9940 2022/06/26 17:56:06 - mmengine - INFO - Epoch(train) [105][3100/3757] lr: 3.790e-03 eta: 20:36:50 time: 0.333 data_time: 0.015 memory: 5036 grad_norm: 7.0693 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4287 loss: 2.4287 2022/06/26 17:56:11 - mmengine - INFO - Epoch(train) [105][3120/3757] lr: 3.790e-03 eta: 20:36:44 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 14.7266 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.1851 loss: 2.1851 2022/06/26 17:56:16 - mmengine - INFO - Epoch(train) [105][3140/3757] lr: 3.790e-03 eta: 20:36:39 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 8.8954 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2953 loss: 2.2953 2022/06/26 17:56:21 - mmengine - INFO - Epoch(train) [105][3160/3757] lr: 3.790e-03 eta: 20:36:34 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 8.4597 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2665 loss: 2.2665 2022/06/26 17:56:27 - mmengine - INFO - Epoch(train) [105][3180/3757] lr: 3.790e-03 eta: 20:36:29 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 7.6741 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.2673 loss: 2.2673 2022/06/26 17:56:32 - mmengine - INFO - Epoch(train) [105][3200/3757] lr: 3.790e-03 eta: 20:36:23 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 7.1140 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1704 loss: 2.1704 2022/06/26 17:56:37 - mmengine - INFO - Epoch(train) [105][3220/3757] lr: 3.790e-03 eta: 20:36:18 time: 0.254 data_time: 0.004 memory: 5036 grad_norm: 7.2728 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2813 loss: 2.2813 2022/06/26 17:56:42 - mmengine - INFO - Epoch(train) [105][3240/3757] lr: 3.790e-03 eta: 20:36:13 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 8.2533 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.0218 loss: 2.0218 2022/06/26 17:56:47 - mmengine - INFO - Epoch(train) [105][3260/3757] lr: 3.790e-03 eta: 20:36:07 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 7.7912 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.5354 loss: 2.5354 2022/06/26 17:56:51 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 17:56:53 - mmengine - INFO - Epoch(train) [105][3280/3757] lr: 3.790e-03 eta: 20:36:02 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 9.1501 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.2492 loss: 2.2492 2022/06/26 17:56:58 - mmengine - INFO - Epoch(train) [105][3300/3757] lr: 3.790e-03 eta: 20:35:57 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.8457 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2048 loss: 2.2048 2022/06/26 17:57:03 - mmengine - INFO - Epoch(train) [105][3320/3757] lr: 3.790e-03 eta: 20:35:51 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 7.8526 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3576 loss: 2.3576 2022/06/26 17:57:09 - mmengine - INFO - Epoch(train) [105][3340/3757] lr: 3.790e-03 eta: 20:35:46 time: 0.264 data_time: 0.006 memory: 5036 grad_norm: 9.5193 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.3093 loss: 2.3093 2022/06/26 17:57:14 - mmengine - INFO - Epoch(train) [105][3360/3757] lr: 3.790e-03 eta: 20:35:41 time: 0.257 data_time: 0.010 memory: 5036 grad_norm: 8.7229 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0947 loss: 2.0947 2022/06/26 17:57:19 - mmengine - INFO - Epoch(train) [105][3380/3757] lr: 3.790e-03 eta: 20:35:36 time: 0.247 data_time: 0.004 memory: 5036 grad_norm: 8.5363 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4298 loss: 2.4298 2022/06/26 17:57:24 - mmengine - INFO - Epoch(train) [105][3400/3757] lr: 3.790e-03 eta: 20:35:30 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 7.4826 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.9954 loss: 1.9954 2022/06/26 17:57:29 - mmengine - INFO - Epoch(train) [105][3420/3757] lr: 3.790e-03 eta: 20:35:25 time: 0.289 data_time: 0.006 memory: 5036 grad_norm: 7.5328 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.4834 loss: 2.4834 2022/06/26 17:57:34 - mmengine - INFO - Epoch(train) [105][3440/3757] lr: 3.790e-03 eta: 20:35:20 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 8.7996 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3666 loss: 2.3666 2022/06/26 17:57:40 - mmengine - INFO - Epoch(train) [105][3460/3757] lr: 3.790e-03 eta: 20:35:14 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 8.2855 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2294 loss: 2.2294 2022/06/26 17:57:45 - mmengine - INFO - Epoch(train) [105][3480/3757] lr: 3.790e-03 eta: 20:35:09 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 7.2502 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2639 loss: 2.2639 2022/06/26 17:57:50 - mmengine - INFO - Epoch(train) [105][3500/3757] lr: 3.790e-03 eta: 20:35:04 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 9.4165 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9868 loss: 2.9868 2022/06/26 17:57:56 - mmengine - INFO - Epoch(train) [105][3520/3757] lr: 3.790e-03 eta: 20:34:59 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 8.8567 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.4480 loss: 2.4480 2022/06/26 17:58:01 - mmengine - INFO - Epoch(train) [105][3540/3757] lr: 3.790e-03 eta: 20:34:53 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 7.6522 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1378 loss: 2.1378 2022/06/26 17:58:06 - mmengine - INFO - Epoch(train) [105][3560/3757] lr: 3.790e-03 eta: 20:34:48 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 7.6874 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6775 loss: 2.6775 2022/06/26 17:58:12 - mmengine - INFO - Epoch(train) [105][3580/3757] lr: 3.790e-03 eta: 20:34:43 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 6.6296 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.2951 loss: 2.2951 2022/06/26 17:58:17 - mmengine - INFO - Epoch(train) [105][3600/3757] lr: 3.790e-03 eta: 20:34:38 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 6.6633 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.2460 loss: 2.2460 2022/06/26 17:58:22 - mmengine - INFO - Epoch(train) [105][3620/3757] lr: 3.790e-03 eta: 20:34:32 time: 0.260 data_time: 0.008 memory: 5036 grad_norm: 9.2236 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.9855 loss: 1.9855 2022/06/26 17:58:27 - mmengine - INFO - Epoch(train) [105][3640/3757] lr: 3.790e-03 eta: 20:34:27 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 8.0928 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.1161 loss: 2.1161 2022/06/26 17:58:32 - mmengine - INFO - Epoch(train) [105][3660/3757] lr: 3.790e-03 eta: 20:34:22 time: 0.256 data_time: 0.010 memory: 5036 grad_norm: 7.1416 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5730 loss: 2.5730 2022/06/26 17:58:38 - mmengine - INFO - Epoch(train) [105][3680/3757] lr: 3.790e-03 eta: 20:34:17 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.7915 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0040 loss: 2.0040 2022/06/26 17:58:43 - mmengine - INFO - Epoch(train) [105][3700/3757] lr: 3.790e-03 eta: 20:34:11 time: 0.251 data_time: 0.010 memory: 5036 grad_norm: 8.4722 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.3507 loss: 2.3507 2022/06/26 17:58:48 - mmengine - INFO - Epoch(train) [105][3720/3757] lr: 3.790e-03 eta: 20:34:06 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 8.7041 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8679 loss: 1.8679 2022/06/26 17:58:53 - mmengine - INFO - Epoch(train) [105][3740/3757] lr: 3.790e-03 eta: 20:34:01 time: 0.241 data_time: 0.008 memory: 5036 grad_norm: 8.1383 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7366 loss: 1.7366 2022/06/26 17:58:58 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 17:58:58 - mmengine - INFO - Saving checkpoint at 105 epochs 2022/06/26 17:59:10 - mmengine - INFO - Epoch(val) [105][20/310] eta: 0:01:45 time: 0.106 data_time: 0.004 memory: 5036 2022/06/26 17:59:15 - mmengine - INFO - Epoch(val) [105][40/310] eta: 0:01:38 time: 0.112 data_time: 0.005 memory: 1723 2022/06/26 17:59:20 - mmengine - INFO - Epoch(val) [105][60/310] eta: 0:00:26 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 17:59:24 - mmengine - INFO - Epoch(val) [105][80/310] eta: 0:00:24 time: 0.108 data_time: 0.001 memory: 1723 2022/06/26 17:59:31 - mmengine - INFO - Epoch(val) [105][100/310] eta: 0:01:15 time: 0.108 data_time: 0.001 memory: 1723 2022/06/26 17:59:36 - mmengine - INFO - Epoch(val) [105][120/310] eta: 0:01:10 time: 0.107 data_time: 0.006 memory: 1723 2022/06/26 17:59:41 - mmengine - INFO - Epoch(val) [105][140/310] eta: 0:00:18 time: 0.108 data_time: 0.001 memory: 1723 2022/06/26 17:59:45 - mmengine - INFO - Epoch(val) [105][160/310] eta: 0:00:15 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 17:59:52 - mmengine - INFO - Epoch(val) [105][180/310] eta: 0:00:43 time: 0.103 data_time: 0.002 memory: 1723 2022/06/26 17:59:57 - mmengine - INFO - Epoch(val) [105][200/310] eta: 0:00:37 time: 0.108 data_time: 0.001 memory: 1723 2022/06/26 18:00:01 - mmengine - INFO - Epoch(val) [105][220/310] eta: 0:00:10 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 18:00:06 - mmengine - INFO - Epoch(val) [105][240/310] eta: 0:00:07 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 18:00:13 - mmengine - INFO - Epoch(val) [105][260/310] eta: 0:00:18 time: 0.103 data_time: 0.002 memory: 1723 2022/06/26 18:00:18 - mmengine - INFO - Epoch(val) [105][280/310] eta: 0:00:09 time: 0.112 data_time: 0.002 memory: 1723 2022/06/26 18:00:20 - mmengine - INFO - Epoch(val) [105][300/310] eta: 0:00:01 time: 0.097 data_time: 0.001 memory: 1723 2022/06/26 18:00:22 - mmengine - INFO - Epoch(val) [105][310/310] acc/top1: 0.5458 acc/top5: 0.7821 acc/mean1: 0.5457 2022/06/26 18:00:32 - mmengine - INFO - Epoch(train) [106][20/3757] lr: 3.706e-03 eta: 20:33:53 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 7.5420 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.0997 loss: 2.0997 2022/06/26 18:00:37 - mmengine - INFO - Epoch(train) [106][40/3757] lr: 3.706e-03 eta: 20:33:48 time: 0.269 data_time: 0.003 memory: 5036 grad_norm: 8.2421 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6570 loss: 1.6570 2022/06/26 18:00:42 - mmengine - INFO - Epoch(train) [106][60/3757] lr: 3.706e-03 eta: 20:33:42 time: 0.245 data_time: 0.003 memory: 5036 grad_norm: 9.1918 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.3215 loss: 2.3215 2022/06/26 18:00:47 - mmengine - INFO - Epoch(train) [106][80/3757] lr: 3.706e-03 eta: 20:33:37 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 6.9366 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.4126 loss: 2.4126 2022/06/26 18:00:53 - mmengine - INFO - Epoch(train) [106][100/3757] lr: 3.706e-03 eta: 20:33:32 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 7.4748 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9926 loss: 1.9926 2022/06/26 18:00:58 - mmengine - INFO - Epoch(train) [106][120/3757] lr: 3.706e-03 eta: 20:33:27 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 9.0108 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.7249 loss: 1.7249 2022/06/26 18:01:03 - mmengine - INFO - Epoch(train) [106][140/3757] lr: 3.706e-03 eta: 20:33:21 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 7.1213 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2163 loss: 2.2163 2022/06/26 18:01:09 - mmengine - INFO - Epoch(train) [106][160/3757] lr: 3.706e-03 eta: 20:33:16 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 7.6545 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3791 loss: 2.3791 2022/06/26 18:01:14 - mmengine - INFO - Epoch(train) [106][180/3757] lr: 3.706e-03 eta: 20:33:11 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 8.1357 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1416 loss: 2.1416 2022/06/26 18:01:20 - mmengine - INFO - Epoch(train) [106][200/3757] lr: 3.706e-03 eta: 20:33:06 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 8.4166 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.0954 loss: 2.0954 2022/06/26 18:01:25 - mmengine - INFO - Epoch(train) [106][220/3757] lr: 3.706e-03 eta: 20:33:01 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 7.2606 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1255 loss: 2.1255 2022/06/26 18:01:30 - mmengine - INFO - Epoch(train) [106][240/3757] lr: 3.706e-03 eta: 20:32:55 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 7.8922 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6014 loss: 2.6014 2022/06/26 18:01:36 - mmengine - INFO - Epoch(train) [106][260/3757] lr: 3.706e-03 eta: 20:32:50 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 6.9832 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4120 loss: 2.4120 2022/06/26 18:01:41 - mmengine - INFO - Epoch(train) [106][280/3757] lr: 3.706e-03 eta: 20:32:45 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 8.6244 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0775 loss: 2.0775 2022/06/26 18:01:46 - mmengine - INFO - Epoch(train) [106][300/3757] lr: 3.706e-03 eta: 20:32:40 time: 0.545 data_time: 0.003 memory: 5036 grad_norm: 8.3533 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4606 loss: 2.4606 2022/06/26 18:01:52 - mmengine - INFO - Epoch(train) [106][320/3757] lr: 3.706e-03 eta: 20:32:35 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 7.6010 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1871 loss: 2.1871 2022/06/26 18:01:57 - mmengine - INFO - Epoch(train) [106][340/3757] lr: 3.706e-03 eta: 20:32:30 time: 0.262 data_time: 0.016 memory: 5036 grad_norm: 6.4569 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.1288 loss: 2.1288 2022/06/26 18:02:02 - mmengine - INFO - Epoch(train) [106][360/3757] lr: 3.706e-03 eta: 20:32:24 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 8.4633 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.4389 loss: 2.4389 2022/06/26 18:02:07 - mmengine - INFO - Epoch(train) [106][380/3757] lr: 3.706e-03 eta: 20:32:19 time: 0.267 data_time: 0.007 memory: 5036 grad_norm: 8.0217 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1862 loss: 2.1862 2022/06/26 18:02:13 - mmengine - INFO - Epoch(train) [106][400/3757] lr: 3.706e-03 eta: 20:32:14 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 7.6444 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2858 loss: 2.2858 2022/06/26 18:02:18 - mmengine - INFO - Epoch(train) [106][420/3757] lr: 3.706e-03 eta: 20:32:08 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 7.9119 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2648 loss: 2.2648 2022/06/26 18:02:23 - mmengine - INFO - Epoch(train) [106][440/3757] lr: 3.706e-03 eta: 20:32:03 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 7.9871 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2789 loss: 2.2789 2022/06/26 18:02:28 - mmengine - INFO - Epoch(train) [106][460/3757] lr: 3.706e-03 eta: 20:31:58 time: 0.255 data_time: 0.013 memory: 5036 grad_norm: 7.9582 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.2747 loss: 2.2747 2022/06/26 18:02:33 - mmengine - INFO - Epoch(train) [106][480/3757] lr: 3.706e-03 eta: 20:31:52 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 8.9549 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0038 loss: 2.0038 2022/06/26 18:02:39 - mmengine - INFO - Epoch(train) [106][500/3757] lr: 3.706e-03 eta: 20:31:47 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 8.3046 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6431 loss: 2.6431 2022/06/26 18:02:43 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 18:02:44 - mmengine - INFO - Epoch(train) [106][520/3757] lr: 3.706e-03 eta: 20:31:42 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 6.6343 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.6146 loss: 2.6146 2022/06/26 18:02:49 - mmengine - INFO - Epoch(train) [106][540/3757] lr: 3.706e-03 eta: 20:31:37 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 8.2932 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.8852 loss: 1.8852 2022/06/26 18:02:55 - mmengine - INFO - Epoch(train) [106][560/3757] lr: 3.706e-03 eta: 20:31:31 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 7.7040 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1257 loss: 2.1257 2022/06/26 18:03:00 - mmengine - INFO - Epoch(train) [106][580/3757] lr: 3.706e-03 eta: 20:31:26 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 7.9397 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3625 loss: 2.3625 2022/06/26 18:03:05 - mmengine - INFO - Epoch(train) [106][600/3757] lr: 3.706e-03 eta: 20:31:21 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 9.8006 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3700 loss: 2.3700 2022/06/26 18:03:10 - mmengine - INFO - Epoch(train) [106][620/3757] lr: 3.706e-03 eta: 20:31:15 time: 0.250 data_time: 0.008 memory: 5036 grad_norm: 7.3863 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.0086 loss: 2.0086 2022/06/26 18:03:15 - mmengine - INFO - Epoch(train) [106][640/3757] lr: 3.706e-03 eta: 20:31:10 time: 0.256 data_time: 0.016 memory: 5036 grad_norm: 6.9683 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.3168 loss: 2.3168 2022/06/26 18:03:21 - mmengine - INFO - Epoch(train) [106][660/3757] lr: 3.706e-03 eta: 20:31:05 time: 0.255 data_time: 0.013 memory: 5036 grad_norm: 8.8553 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3935 loss: 2.3935 2022/06/26 18:03:26 - mmengine - INFO - Epoch(train) [106][680/3757] lr: 3.706e-03 eta: 20:30:59 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 8.6077 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4344 loss: 2.4344 2022/06/26 18:03:31 - mmengine - INFO - Epoch(train) [106][700/3757] lr: 3.706e-03 eta: 20:30:54 time: 0.260 data_time: 0.010 memory: 5036 grad_norm: 8.4539 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6376 loss: 1.6376 2022/06/26 18:03:36 - mmengine - INFO - Epoch(train) [106][720/3757] lr: 3.706e-03 eta: 20:30:49 time: 0.264 data_time: 0.006 memory: 5036 grad_norm: 8.7841 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9829 loss: 1.9829 2022/06/26 18:03:41 - mmengine - INFO - Epoch(train) [106][740/3757] lr: 3.706e-03 eta: 20:30:44 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 6.9525 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2335 loss: 2.2335 2022/06/26 18:03:47 - mmengine - INFO - Epoch(train) [106][760/3757] lr: 3.706e-03 eta: 20:30:39 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 9.0569 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2812 loss: 2.2812 2022/06/26 18:03:52 - mmengine - INFO - Epoch(train) [106][780/3757] lr: 3.706e-03 eta: 20:30:33 time: 0.268 data_time: 0.003 memory: 5036 grad_norm: 8.9504 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0880 loss: 2.0880 2022/06/26 18:03:58 - mmengine - INFO - Epoch(train) [106][800/3757] lr: 3.706e-03 eta: 20:30:28 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 7.6205 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2956 loss: 2.2956 2022/06/26 18:04:03 - mmengine - INFO - Epoch(train) [106][820/3757] lr: 3.706e-03 eta: 20:30:23 time: 0.253 data_time: 0.008 memory: 5036 grad_norm: 7.7140 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8777 loss: 1.8777 2022/06/26 18:04:08 - mmengine - INFO - Epoch(train) [106][840/3757] lr: 3.706e-03 eta: 20:30:18 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 9.1013 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.2716 loss: 2.2716 2022/06/26 18:04:13 - mmengine - INFO - Epoch(train) [106][860/3757] lr: 3.706e-03 eta: 20:30:12 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 7.4896 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0409 loss: 2.0409 2022/06/26 18:04:19 - mmengine - INFO - Epoch(train) [106][880/3757] lr: 3.706e-03 eta: 20:30:07 time: 0.249 data_time: 0.009 memory: 5036 grad_norm: 9.0521 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0916 loss: 2.0916 2022/06/26 18:04:24 - mmengine - INFO - Epoch(train) [106][900/3757] lr: 3.706e-03 eta: 20:30:02 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.6903 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5175 loss: 2.5175 2022/06/26 18:04:29 - mmengine - INFO - Epoch(train) [106][920/3757] lr: 3.706e-03 eta: 20:29:56 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 7.1186 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0798 loss: 2.0798 2022/06/26 18:04:34 - mmengine - INFO - Epoch(train) [106][940/3757] lr: 3.706e-03 eta: 20:29:51 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 9.8330 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2156 loss: 2.2156 2022/06/26 18:04:39 - mmengine - INFO - Epoch(train) [106][960/3757] lr: 3.706e-03 eta: 20:29:46 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 8.0424 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.7309 loss: 1.7309 2022/06/26 18:04:45 - mmengine - INFO - Epoch(train) [106][980/3757] lr: 3.706e-03 eta: 20:29:40 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 8.1252 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.5195 loss: 2.5195 2022/06/26 18:04:50 - mmengine - INFO - Epoch(train) [106][1000/3757] lr: 3.706e-03 eta: 20:29:35 time: 0.249 data_time: 0.008 memory: 5036 grad_norm: 8.7720 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2530 loss: 2.2530 2022/06/26 18:04:55 - mmengine - INFO - Epoch(train) [106][1020/3757] lr: 3.706e-03 eta: 20:29:30 time: 0.253 data_time: 0.010 memory: 5036 grad_norm: 8.4473 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.9220 loss: 1.9220 2022/06/26 18:05:00 - mmengine - INFO - Epoch(train) [106][1040/3757] lr: 3.706e-03 eta: 20:29:25 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 8.7293 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.0914 loss: 2.0914 2022/06/26 18:05:06 - mmengine - INFO - Epoch(train) [106][1060/3757] lr: 3.706e-03 eta: 20:29:19 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 9.3265 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.4742 loss: 2.4742 2022/06/26 18:05:11 - mmengine - INFO - Epoch(train) [106][1080/3757] lr: 3.706e-03 eta: 20:29:14 time: 0.251 data_time: 0.009 memory: 5036 grad_norm: 7.5245 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2985 loss: 2.2985 2022/06/26 18:05:16 - mmengine - INFO - Epoch(train) [106][1100/3757] lr: 3.706e-03 eta: 20:29:09 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 7.2838 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.1815 loss: 2.1815 2022/06/26 18:05:21 - mmengine - INFO - Epoch(train) [106][1120/3757] lr: 3.706e-03 eta: 20:29:03 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 7.6410 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5395 loss: 2.5395 2022/06/26 18:05:26 - mmengine - INFO - Epoch(train) [106][1140/3757] lr: 3.706e-03 eta: 20:28:58 time: 0.455 data_time: 0.003 memory: 5036 grad_norm: 8.5330 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1391 loss: 2.1391 2022/06/26 18:05:32 - mmengine - INFO - Epoch(train) [106][1160/3757] lr: 3.706e-03 eta: 20:28:53 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 7.9693 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2041 loss: 2.2041 2022/06/26 18:05:37 - mmengine - INFO - Epoch(train) [106][1180/3757] lr: 3.706e-03 eta: 20:28:48 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 9.2212 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.2698 loss: 2.2698 2022/06/26 18:05:42 - mmengine - INFO - Epoch(train) [106][1200/3757] lr: 3.706e-03 eta: 20:28:42 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 6.9568 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.3665 loss: 2.3665 2022/06/26 18:05:47 - mmengine - INFO - Epoch(train) [106][1220/3757] lr: 3.706e-03 eta: 20:28:37 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 8.6083 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.2501 loss: 2.2501 2022/06/26 18:05:53 - mmengine - INFO - Epoch(train) [106][1240/3757] lr: 3.706e-03 eta: 20:28:32 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 7.5910 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5396 loss: 2.5396 2022/06/26 18:05:58 - mmengine - INFO - Epoch(train) [106][1260/3757] lr: 3.706e-03 eta: 20:28:26 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 7.7143 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4738 loss: 2.4738 2022/06/26 18:06:03 - mmengine - INFO - Epoch(train) [106][1280/3757] lr: 3.706e-03 eta: 20:28:21 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 7.8803 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.4468 loss: 2.4468 2022/06/26 18:06:08 - mmengine - INFO - Epoch(train) [106][1300/3757] lr: 3.706e-03 eta: 20:28:16 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 8.1584 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.9849 loss: 1.9849 2022/06/26 18:06:13 - mmengine - INFO - Epoch(train) [106][1320/3757] lr: 3.706e-03 eta: 20:28:10 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 7.7199 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.3738 loss: 2.3738 2022/06/26 18:06:19 - mmengine - INFO - Epoch(train) [106][1340/3757] lr: 3.706e-03 eta: 20:28:05 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 9.7526 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.3278 loss: 2.3278 2022/06/26 18:06:24 - mmengine - INFO - Epoch(train) [106][1360/3757] lr: 3.706e-03 eta: 20:28:00 time: 0.260 data_time: 0.008 memory: 5036 grad_norm: 7.2444 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8966 loss: 1.8966 2022/06/26 18:06:29 - mmengine - INFO - Epoch(train) [106][1380/3757] lr: 3.706e-03 eta: 20:27:55 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 7.9849 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3821 loss: 2.3821 2022/06/26 18:06:34 - mmengine - INFO - Epoch(train) [106][1400/3757] lr: 3.706e-03 eta: 20:27:49 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 7.7768 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4369 loss: 2.4369 2022/06/26 18:06:40 - mmengine - INFO - Epoch(train) [106][1420/3757] lr: 3.706e-03 eta: 20:27:44 time: 0.255 data_time: 0.012 memory: 5036 grad_norm: 8.2159 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9771 loss: 1.9771 2022/06/26 18:06:45 - mmengine - INFO - Epoch(train) [106][1440/3757] lr: 3.706e-03 eta: 20:27:39 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 8.8547 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1045 loss: 2.1045 2022/06/26 18:06:50 - mmengine - INFO - Epoch(train) [106][1460/3757] lr: 3.706e-03 eta: 20:27:34 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 7.8626 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4333 loss: 2.4333 2022/06/26 18:06:55 - mmengine - INFO - Epoch(train) [106][1480/3757] lr: 3.706e-03 eta: 20:27:28 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 9.0475 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0400 loss: 2.0400 2022/06/26 18:07:01 - mmengine - INFO - Epoch(train) [106][1500/3757] lr: 3.706e-03 eta: 20:27:23 time: 0.257 data_time: 0.010 memory: 5036 grad_norm: 8.8063 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.6373 loss: 2.6373 2022/06/26 18:07:04 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 18:07:06 - mmengine - INFO - Epoch(train) [106][1520/3757] lr: 3.706e-03 eta: 20:27:18 time: 0.250 data_time: 0.007 memory: 5036 grad_norm: 7.6062 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1694 loss: 2.1694 2022/06/26 18:07:11 - mmengine - INFO - Epoch(train) [106][1540/3757] lr: 3.706e-03 eta: 20:27:12 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 7.4769 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0312 loss: 2.0312 2022/06/26 18:07:16 - mmengine - INFO - Epoch(train) [106][1560/3757] lr: 3.706e-03 eta: 20:27:07 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 7.7238 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3511 loss: 2.3511 2022/06/26 18:07:21 - mmengine - INFO - Epoch(train) [106][1580/3757] lr: 3.706e-03 eta: 20:27:02 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 8.5952 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.1441 loss: 2.1441 2022/06/26 18:07:27 - mmengine - INFO - Epoch(train) [106][1600/3757] lr: 3.706e-03 eta: 20:26:57 time: 0.450 data_time: 0.004 memory: 5036 grad_norm: 8.1770 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.2480 loss: 2.2480 2022/06/26 18:07:32 - mmengine - INFO - Epoch(train) [106][1620/3757] lr: 3.706e-03 eta: 20:26:51 time: 0.250 data_time: 0.008 memory: 5036 grad_norm: 9.0964 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.2282 loss: 2.2282 2022/06/26 18:07:37 - mmengine - INFO - Epoch(train) [106][1640/3757] lr: 3.706e-03 eta: 20:26:46 time: 0.254 data_time: 0.008 memory: 5036 grad_norm: 8.1373 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.2357 loss: 2.2357 2022/06/26 18:07:43 - mmengine - INFO - Epoch(train) [106][1660/3757] lr: 3.706e-03 eta: 20:26:41 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.0985 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.1483 loss: 2.1483 2022/06/26 18:07:48 - mmengine - INFO - Epoch(train) [106][1680/3757] lr: 3.706e-03 eta: 20:26:36 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 7.6584 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.0085 loss: 2.0085 2022/06/26 18:07:53 - mmengine - INFO - Epoch(train) [106][1700/3757] lr: 3.706e-03 eta: 20:26:30 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 7.6890 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.9374 loss: 1.9374 2022/06/26 18:07:58 - mmengine - INFO - Epoch(train) [106][1720/3757] lr: 3.706e-03 eta: 20:26:25 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 6.9587 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9340 loss: 1.9340 2022/06/26 18:08:04 - mmengine - INFO - Epoch(train) [106][1740/3757] lr: 3.706e-03 eta: 20:26:20 time: 0.256 data_time: 0.010 memory: 5036 grad_norm: 8.5293 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0385 loss: 2.0385 2022/06/26 18:08:09 - mmengine - INFO - Epoch(train) [106][1760/3757] lr: 3.706e-03 eta: 20:26:15 time: 0.252 data_time: 0.008 memory: 5036 grad_norm: 9.7674 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0997 loss: 2.0997 2022/06/26 18:08:14 - mmengine - INFO - Epoch(train) [106][1780/3757] lr: 3.706e-03 eta: 20:26:09 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 8.7155 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9663 loss: 1.9663 2022/06/26 18:08:20 - mmengine - INFO - Epoch(train) [106][1800/3757] lr: 3.706e-03 eta: 20:26:04 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 7.8587 top1_acc: 0.2500 top5_acc: 1.0000 loss_cls: 2.1205 loss: 2.1205 2022/06/26 18:08:25 - mmengine - INFO - Epoch(train) [106][1820/3757] lr: 3.706e-03 eta: 20:25:59 time: 0.250 data_time: 0.009 memory: 5036 grad_norm: 7.3196 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.0255 loss: 2.0255 2022/06/26 18:08:30 - mmengine - INFO - Epoch(train) [106][1840/3757] lr: 3.706e-03 eta: 20:25:53 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 7.0101 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0255 loss: 2.0255 2022/06/26 18:08:35 - mmengine - INFO - Epoch(train) [106][1860/3757] lr: 3.706e-03 eta: 20:25:48 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 7.7898 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.3143 loss: 2.3143 2022/06/26 18:08:40 - mmengine - INFO - Epoch(train) [106][1880/3757] lr: 3.706e-03 eta: 20:25:43 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 7.1214 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.4518 loss: 2.4518 2022/06/26 18:08:46 - mmengine - INFO - Epoch(train) [106][1900/3757] lr: 3.706e-03 eta: 20:25:37 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 8.7857 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.0828 loss: 2.0828 2022/06/26 18:08:51 - mmengine - INFO - Epoch(train) [106][1920/3757] lr: 3.706e-03 eta: 20:25:32 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 7.2622 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1281 loss: 2.1281 2022/06/26 18:08:56 - mmengine - INFO - Epoch(train) [106][1940/3757] lr: 3.706e-03 eta: 20:25:27 time: 0.257 data_time: 0.010 memory: 5036 grad_norm: 7.5163 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3502 loss: 2.3502 2022/06/26 18:09:01 - mmengine - INFO - Epoch(train) [106][1960/3757] lr: 3.706e-03 eta: 20:25:22 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 9.0889 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2302 loss: 2.2302 2022/06/26 18:09:06 - mmengine - INFO - Epoch(train) [106][1980/3757] lr: 3.706e-03 eta: 20:25:16 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 7.0697 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2417 loss: 2.2417 2022/06/26 18:09:12 - mmengine - INFO - Epoch(train) [106][2000/3757] lr: 3.706e-03 eta: 20:25:11 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 8.1945 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.0753 loss: 2.0753 2022/06/26 18:09:17 - mmengine - INFO - Epoch(train) [106][2020/3757] lr: 3.706e-03 eta: 20:25:06 time: 0.280 data_time: 0.011 memory: 5036 grad_norm: 7.8593 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2182 loss: 2.2182 2022/06/26 18:09:22 - mmengine - INFO - Epoch(train) [106][2040/3757] lr: 3.706e-03 eta: 20:25:00 time: 0.256 data_time: 0.008 memory: 5036 grad_norm: 6.8742 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9082 loss: 1.9082 2022/06/26 18:09:27 - mmengine - INFO - Epoch(train) [106][2060/3757] lr: 3.706e-03 eta: 20:24:55 time: 0.277 data_time: 0.010 memory: 5036 grad_norm: 7.7216 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4874 loss: 2.4874 2022/06/26 18:09:33 - mmengine - INFO - Epoch(train) [106][2080/3757] lr: 3.706e-03 eta: 20:24:50 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 7.3509 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.3308 loss: 2.3308 2022/06/26 18:09:38 - mmengine - INFO - Epoch(train) [106][2100/3757] lr: 3.706e-03 eta: 20:24:45 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 7.5611 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.0272 loss: 2.0272 2022/06/26 18:09:43 - mmengine - INFO - Epoch(train) [106][2120/3757] lr: 3.706e-03 eta: 20:24:39 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 7.7444 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.4159 loss: 2.4159 2022/06/26 18:09:48 - mmengine - INFO - Epoch(train) [106][2140/3757] lr: 3.706e-03 eta: 20:24:34 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 8.3975 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7316 loss: 1.7316 2022/06/26 18:09:53 - mmengine - INFO - Epoch(train) [106][2160/3757] lr: 3.706e-03 eta: 20:24:29 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 7.4421 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.9679 loss: 1.9679 2022/06/26 18:09:59 - mmengine - INFO - Epoch(train) [106][2180/3757] lr: 3.706e-03 eta: 20:24:23 time: 0.262 data_time: 0.009 memory: 5036 grad_norm: 7.0555 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2390 loss: 2.2390 2022/06/26 18:10:04 - mmengine - INFO - Epoch(train) [106][2200/3757] lr: 3.706e-03 eta: 20:24:18 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 7.9067 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.0981 loss: 2.0981 2022/06/26 18:10:09 - mmengine - INFO - Epoch(train) [106][2220/3757] lr: 3.706e-03 eta: 20:24:13 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 9.0098 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.3270 loss: 2.3270 2022/06/26 18:10:14 - mmengine - INFO - Epoch(train) [106][2240/3757] lr: 3.706e-03 eta: 20:24:07 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 7.5746 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.4444 loss: 2.4444 2022/06/26 18:10:20 - mmengine - INFO - Epoch(train) [106][2260/3757] lr: 3.706e-03 eta: 20:24:02 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 7.9163 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1337 loss: 2.1337 2022/06/26 18:10:25 - mmengine - INFO - Epoch(train) [106][2280/3757] lr: 3.706e-03 eta: 20:23:57 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 9.0040 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9144 loss: 1.9144 2022/06/26 18:10:31 - mmengine - INFO - Epoch(train) [106][2300/3757] lr: 3.706e-03 eta: 20:23:52 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 8.0682 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3466 loss: 2.3466 2022/06/26 18:10:36 - mmengine - INFO - Epoch(train) [106][2320/3757] lr: 3.706e-03 eta: 20:23:47 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 8.2374 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.4620 loss: 2.4620 2022/06/26 18:10:41 - mmengine - INFO - Epoch(train) [106][2340/3757] lr: 3.706e-03 eta: 20:23:41 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 8.5631 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7220 loss: 1.7220 2022/06/26 18:10:46 - mmengine - INFO - Epoch(train) [106][2360/3757] lr: 3.706e-03 eta: 20:23:36 time: 0.271 data_time: 0.006 memory: 5036 grad_norm: 7.2639 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.2770 loss: 2.2770 2022/06/26 18:10:51 - mmengine - INFO - Epoch(train) [106][2380/3757] lr: 3.706e-03 eta: 20:23:31 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 8.3499 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8692 loss: 1.8692 2022/06/26 18:10:57 - mmengine - INFO - Epoch(train) [106][2400/3757] lr: 3.706e-03 eta: 20:23:25 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 8.2928 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.6094 loss: 2.6094 2022/06/26 18:11:02 - mmengine - INFO - Epoch(train) [106][2420/3757] lr: 3.706e-03 eta: 20:23:20 time: 0.276 data_time: 0.003 memory: 5036 grad_norm: 9.2304 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.4141 loss: 2.4141 2022/06/26 18:11:07 - mmengine - INFO - Epoch(train) [106][2440/3757] lr: 3.706e-03 eta: 20:23:15 time: 0.261 data_time: 0.004 memory: 5036 grad_norm: 8.0929 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.1531 loss: 2.1531 2022/06/26 18:11:13 - mmengine - INFO - Epoch(train) [106][2460/3757] lr: 3.706e-03 eta: 20:23:10 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 7.3415 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.9897 loss: 1.9897 2022/06/26 18:11:18 - mmengine - INFO - Epoch(train) [106][2480/3757] lr: 3.706e-03 eta: 20:23:05 time: 0.253 data_time: 0.012 memory: 5036 grad_norm: 7.6521 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3601 loss: 2.3601 2022/06/26 18:11:23 - mmengine - INFO - Epoch(train) [106][2500/3757] lr: 3.706e-03 eta: 20:22:59 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 8.3218 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.2271 loss: 2.2271 2022/06/26 18:11:27 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 18:11:29 - mmengine - INFO - Epoch(train) [106][2520/3757] lr: 3.706e-03 eta: 20:22:54 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 7.7976 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1170 loss: 2.1170 2022/06/26 18:11:34 - mmengine - INFO - Epoch(train) [106][2540/3757] lr: 3.706e-03 eta: 20:22:49 time: 0.249 data_time: 0.009 memory: 5036 grad_norm: 8.1996 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3600 loss: 2.3600 2022/06/26 18:11:39 - mmengine - INFO - Epoch(train) [106][2560/3757] lr: 3.706e-03 eta: 20:22:44 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 8.8710 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1056 loss: 2.1056 2022/06/26 18:11:45 - mmengine - INFO - Epoch(train) [106][2580/3757] lr: 3.706e-03 eta: 20:22:38 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 8.5875 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3634 loss: 2.3634 2022/06/26 18:11:50 - mmengine - INFO - Epoch(train) [106][2600/3757] lr: 3.706e-03 eta: 20:22:33 time: 0.260 data_time: 0.010 memory: 5036 grad_norm: 7.9813 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.1623 loss: 2.1623 2022/06/26 18:11:55 - mmengine - INFO - Epoch(train) [106][2620/3757] lr: 3.706e-03 eta: 20:22:28 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 7.1249 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.5186 loss: 2.5186 2022/06/26 18:12:00 - mmengine - INFO - Epoch(train) [106][2640/3757] lr: 3.706e-03 eta: 20:22:22 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 8.5472 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5367 loss: 2.5367 2022/06/26 18:12:05 - mmengine - INFO - Epoch(train) [106][2660/3757] lr: 3.706e-03 eta: 20:22:17 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 7.8403 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.0787 loss: 2.0787 2022/06/26 18:12:10 - mmengine - INFO - Epoch(train) [106][2680/3757] lr: 3.706e-03 eta: 20:22:12 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 6.5739 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2952 loss: 2.2952 2022/06/26 18:12:16 - mmengine - INFO - Epoch(train) [106][2700/3757] lr: 3.706e-03 eta: 20:22:07 time: 0.251 data_time: 0.004 memory: 5036 grad_norm: 8.6583 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.3442 loss: 2.3442 2022/06/26 18:12:21 - mmengine - INFO - Epoch(train) [106][2720/3757] lr: 3.706e-03 eta: 20:22:01 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 8.0276 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2694 loss: 2.2694 2022/06/26 18:12:26 - mmengine - INFO - Epoch(train) [106][2740/3757] lr: 3.706e-03 eta: 20:21:56 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 7.3930 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.6709 loss: 2.6709 2022/06/26 18:12:32 - mmengine - INFO - Epoch(train) [106][2760/3757] lr: 3.706e-03 eta: 20:21:51 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 6.9984 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4737 loss: 2.4737 2022/06/26 18:12:37 - mmengine - INFO - Epoch(train) [106][2780/3757] lr: 3.706e-03 eta: 20:21:46 time: 0.273 data_time: 0.009 memory: 5036 grad_norm: 8.1524 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3188 loss: 2.3188 2022/06/26 18:12:42 - mmengine - INFO - Epoch(train) [106][2800/3757] lr: 3.706e-03 eta: 20:21:40 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 6.5643 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.1940 loss: 2.1940 2022/06/26 18:12:47 - mmengine - INFO - Epoch(train) [106][2820/3757] lr: 3.706e-03 eta: 20:21:35 time: 0.272 data_time: 0.021 memory: 5036 grad_norm: 6.4074 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.0576 loss: 2.0576 2022/06/26 18:12:53 - mmengine - INFO - Epoch(train) [106][2840/3757] lr: 3.706e-03 eta: 20:21:30 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 8.4049 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.5228 loss: 2.5228 2022/06/26 18:12:58 - mmengine - INFO - Epoch(train) [106][2860/3757] lr: 3.706e-03 eta: 20:21:24 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 8.0567 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1118 loss: 2.1118 2022/06/26 18:13:03 - mmengine - INFO - Epoch(train) [106][2880/3757] lr: 3.706e-03 eta: 20:21:19 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 6.5662 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.1683 loss: 2.1683 2022/06/26 18:13:08 - mmengine - INFO - Epoch(train) [106][2900/3757] lr: 3.706e-03 eta: 20:21:14 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 7.6549 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4477 loss: 2.4477 2022/06/26 18:13:13 - mmengine - INFO - Epoch(train) [106][2920/3757] lr: 3.706e-03 eta: 20:21:08 time: 0.267 data_time: 0.009 memory: 5036 grad_norm: 8.8249 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1875 loss: 2.1875 2022/06/26 18:13:18 - mmengine - INFO - Epoch(train) [106][2940/3757] lr: 3.706e-03 eta: 20:21:03 time: 0.254 data_time: 0.008 memory: 5036 grad_norm: 6.8888 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1954 loss: 2.1954 2022/06/26 18:13:24 - mmengine - INFO - Epoch(train) [106][2960/3757] lr: 3.706e-03 eta: 20:20:58 time: 0.250 data_time: 0.010 memory: 5036 grad_norm: 7.5530 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9195 loss: 1.9195 2022/06/26 18:13:29 - mmengine - INFO - Epoch(train) [106][2980/3757] lr: 3.706e-03 eta: 20:20:52 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 8.9569 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3207 loss: 2.3207 2022/06/26 18:13:34 - mmengine - INFO - Epoch(train) [106][3000/3757] lr: 3.706e-03 eta: 20:20:47 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 8.6035 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7407 loss: 1.7407 2022/06/26 18:13:40 - mmengine - INFO - Epoch(train) [106][3020/3757] lr: 3.706e-03 eta: 20:20:42 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 9.1619 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6991 loss: 1.6991 2022/06/26 18:13:45 - mmengine - INFO - Epoch(train) [106][3040/3757] lr: 3.706e-03 eta: 20:20:37 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 7.8888 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.9912 loss: 1.9912 2022/06/26 18:13:50 - mmengine - INFO - Epoch(train) [106][3060/3757] lr: 3.706e-03 eta: 20:20:32 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 6.3557 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1255 loss: 2.1255 2022/06/26 18:13:55 - mmengine - INFO - Epoch(train) [106][3080/3757] lr: 3.706e-03 eta: 20:20:26 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 9.3629 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.9729 loss: 1.9729 2022/06/26 18:14:01 - mmengine - INFO - Epoch(train) [106][3100/3757] lr: 3.706e-03 eta: 20:20:21 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 8.9649 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7465 loss: 1.7465 2022/06/26 18:14:06 - mmengine - INFO - Epoch(train) [106][3120/3757] lr: 3.706e-03 eta: 20:20:16 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 7.5113 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2657 loss: 2.2657 2022/06/26 18:14:11 - mmengine - INFO - Epoch(train) [106][3140/3757] lr: 3.706e-03 eta: 20:20:11 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 7.6769 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9094 loss: 1.9094 2022/06/26 18:14:16 - mmengine - INFO - Epoch(train) [106][3160/3757] lr: 3.706e-03 eta: 20:20:05 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 8.0397 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2432 loss: 2.2432 2022/06/26 18:14:22 - mmengine - INFO - Epoch(train) [106][3180/3757] lr: 3.706e-03 eta: 20:20:00 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 8.5035 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.3431 loss: 2.3431 2022/06/26 18:14:27 - mmengine - INFO - Epoch(train) [106][3200/3757] lr: 3.706e-03 eta: 20:19:55 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 9.2150 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.5469 loss: 2.5469 2022/06/26 18:14:32 - mmengine - INFO - Epoch(train) [106][3220/3757] lr: 3.706e-03 eta: 20:19:49 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 8.0388 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4975 loss: 2.4975 2022/06/26 18:14:37 - mmengine - INFO - Epoch(train) [106][3240/3757] lr: 3.706e-03 eta: 20:19:44 time: 0.306 data_time: 0.008 memory: 5036 grad_norm: 8.3736 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.9843 loss: 1.9843 2022/06/26 18:14:42 - mmengine - INFO - Epoch(train) [106][3260/3757] lr: 3.706e-03 eta: 20:19:39 time: 0.253 data_time: 0.008 memory: 5036 grad_norm: 8.3423 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0023 loss: 2.0023 2022/06/26 18:14:48 - mmengine - INFO - Epoch(train) [106][3280/3757] lr: 3.706e-03 eta: 20:19:33 time: 0.259 data_time: 0.013 memory: 5036 grad_norm: 7.8895 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.8450 loss: 1.8450 2022/06/26 18:14:53 - mmengine - INFO - Epoch(train) [106][3300/3757] lr: 3.706e-03 eta: 20:19:28 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 9.2570 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.0045 loss: 2.0045 2022/06/26 18:14:58 - mmengine - INFO - Epoch(train) [106][3320/3757] lr: 3.706e-03 eta: 20:19:23 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 9.1250 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.4783 loss: 2.4783 2022/06/26 18:15:03 - mmengine - INFO - Epoch(train) [106][3340/3757] lr: 3.706e-03 eta: 20:19:17 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 8.0539 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8727 loss: 1.8727 2022/06/26 18:15:08 - mmengine - INFO - Epoch(train) [106][3360/3757] lr: 3.706e-03 eta: 20:19:12 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 7.9633 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8792 loss: 1.8792 2022/06/26 18:15:14 - mmengine - INFO - Epoch(train) [106][3380/3757] lr: 3.706e-03 eta: 20:19:07 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 7.0472 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.6086 loss: 2.6086 2022/06/26 18:15:19 - mmengine - INFO - Epoch(train) [106][3400/3757] lr: 3.706e-03 eta: 20:19:02 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 7.1441 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3254 loss: 2.3254 2022/06/26 18:15:24 - mmengine - INFO - Epoch(train) [106][3420/3757] lr: 3.706e-03 eta: 20:18:57 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 7.7213 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.2283 loss: 2.2283 2022/06/26 18:15:30 - mmengine - INFO - Epoch(train) [106][3440/3757] lr: 3.706e-03 eta: 20:18:51 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 8.5683 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9856 loss: 1.9856 2022/06/26 18:15:35 - mmengine - INFO - Epoch(train) [106][3460/3757] lr: 3.706e-03 eta: 20:18:46 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 6.7292 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0115 loss: 2.0115 2022/06/26 18:15:40 - mmengine - INFO - Epoch(train) [106][3480/3757] lr: 3.706e-03 eta: 20:18:41 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 7.6547 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9177 loss: 1.9177 2022/06/26 18:15:45 - mmengine - INFO - Epoch(train) [106][3500/3757] lr: 3.706e-03 eta: 20:18:35 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 7.3906 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2931 loss: 2.2931 2022/06/26 18:15:49 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 18:15:50 - mmengine - INFO - Epoch(train) [106][3520/3757] lr: 3.706e-03 eta: 20:18:30 time: 0.263 data_time: 0.009 memory: 5036 grad_norm: 8.6503 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.5365 loss: 2.5365 2022/06/26 18:15:56 - mmengine - INFO - Epoch(train) [106][3540/3757] lr: 3.706e-03 eta: 20:18:25 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 7.1791 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.4975 loss: 2.4975 2022/06/26 18:16:01 - mmengine - INFO - Epoch(train) [106][3560/3757] lr: 3.706e-03 eta: 20:18:19 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 8.4928 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.4570 loss: 2.4570 2022/06/26 18:16:06 - mmengine - INFO - Epoch(train) [106][3580/3757] lr: 3.706e-03 eta: 20:18:14 time: 0.251 data_time: 0.004 memory: 5036 grad_norm: 8.8219 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3467 loss: 2.3467 2022/06/26 18:16:11 - mmengine - INFO - Epoch(train) [106][3600/3757] lr: 3.706e-03 eta: 20:18:09 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 7.3575 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4227 loss: 2.4227 2022/06/26 18:16:16 - mmengine - INFO - Epoch(train) [106][3620/3757] lr: 3.706e-03 eta: 20:18:04 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 7.2041 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9646 loss: 1.9646 2022/06/26 18:16:22 - mmengine - INFO - Epoch(train) [106][3640/3757] lr: 3.706e-03 eta: 20:17:58 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 6.2875 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.2063 loss: 2.2063 2022/06/26 18:16:27 - mmengine - INFO - Epoch(train) [106][3660/3757] lr: 3.706e-03 eta: 20:17:53 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 8.1080 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9562 loss: 1.9562 2022/06/26 18:16:32 - mmengine - INFO - Epoch(train) [106][3680/3757] lr: 3.706e-03 eta: 20:17:48 time: 0.264 data_time: 0.006 memory: 5036 grad_norm: 7.1100 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4665 loss: 2.4665 2022/06/26 18:16:37 - mmengine - INFO - Epoch(train) [106][3700/3757] lr: 3.706e-03 eta: 20:17:42 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 7.0629 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.4048 loss: 2.4048 2022/06/26 18:16:43 - mmengine - INFO - Epoch(train) [106][3720/3757] lr: 3.706e-03 eta: 20:17:37 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 7.1559 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4476 loss: 2.4476 2022/06/26 18:16:48 - mmengine - INFO - Epoch(train) [106][3740/3757] lr: 3.706e-03 eta: 20:17:32 time: 0.243 data_time: 0.006 memory: 5036 grad_norm: 9.5603 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6354 loss: 2.6354 2022/06/26 18:16:52 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 18:16:52 - mmengine - INFO - Saving checkpoint at 106 epochs 2022/06/26 18:17:05 - mmengine - INFO - Epoch(val) [106][20/310] eta: 0:01:45 time: 0.103 data_time: 0.001 memory: 5036 2022/06/26 18:17:09 - mmengine - INFO - Epoch(val) [106][40/310] eta: 0:01:37 time: 0.110 data_time: 0.008 memory: 1723 2022/06/26 18:17:14 - mmengine - INFO - Epoch(val) [106][60/310] eta: 0:00:27 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 18:17:18 - mmengine - INFO - Epoch(val) [106][80/310] eta: 0:00:24 time: 0.109 data_time: 0.001 memory: 1723 2022/06/26 18:17:25 - mmengine - INFO - Epoch(val) [106][100/310] eta: 0:01:11 time: 0.103 data_time: 0.002 memory: 1723 2022/06/26 18:17:30 - mmengine - INFO - Epoch(val) [106][120/310] eta: 0:01:04 time: 0.144 data_time: 0.044 memory: 1723 2022/06/26 18:17:35 - mmengine - INFO - Epoch(val) [106][140/310] eta: 0:00:26 time: 0.103 data_time: 0.002 memory: 1723 2022/06/26 18:17:39 - mmengine - INFO - Epoch(val) [106][160/310] eta: 0:00:18 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 18:17:46 - mmengine - INFO - Epoch(val) [106][180/310] eta: 0:00:40 time: 0.310 data_time: 0.208 memory: 1723 2022/06/26 18:17:51 - mmengine - INFO - Epoch(val) [106][200/310] eta: 0:00:37 time: 0.278 data_time: 0.171 memory: 1723 2022/06/26 18:17:55 - mmengine - INFO - Epoch(val) [106][220/310] eta: 0:00:16 time: 0.103 data_time: 0.002 memory: 1723 2022/06/26 18:18:00 - mmengine - INFO - Epoch(val) [106][240/310] eta: 0:00:08 time: 0.102 data_time: 0.001 memory: 1723 2022/06/26 18:18:07 - mmengine - INFO - Epoch(val) [106][260/310] eta: 0:00:17 time: 0.108 data_time: 0.001 memory: 1723 2022/06/26 18:18:11 - mmengine - INFO - Epoch(val) [106][280/310] eta: 0:00:10 time: 0.110 data_time: 0.002 memory: 1723 2022/06/26 18:18:14 - mmengine - INFO - Epoch(val) [106][300/310] eta: 0:00:01 time: 0.102 data_time: 0.001 memory: 1723 2022/06/26 18:18:16 - mmengine - INFO - Epoch(val) [106][310/310] acc/top1: 0.5503 acc/top5: 0.7832 acc/mean1: 0.5502 2022/06/26 18:18:26 - mmengine - INFO - Epoch(train) [107][20/3757] lr: 3.622e-03 eta: 20:17:24 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 7.8272 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.7744 loss: 1.7744 2022/06/26 18:18:31 - mmengine - INFO - Epoch(train) [107][40/3757] lr: 3.622e-03 eta: 20:17:19 time: 0.260 data_time: 0.013 memory: 5036 grad_norm: 7.3372 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.0349 loss: 2.0349 2022/06/26 18:18:36 - mmengine - INFO - Epoch(train) [107][60/3757] lr: 3.622e-03 eta: 20:17:13 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 8.1091 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.4719 loss: 2.4719 2022/06/26 18:18:42 - mmengine - INFO - Epoch(train) [107][80/3757] lr: 3.622e-03 eta: 20:17:08 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 8.1280 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0866 loss: 2.0866 2022/06/26 18:18:47 - mmengine - INFO - Epoch(train) [107][100/3757] lr: 3.622e-03 eta: 20:17:03 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 7.8576 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.4381 loss: 2.4381 2022/06/26 18:18:52 - mmengine - INFO - Epoch(train) [107][120/3757] lr: 3.622e-03 eta: 20:16:58 time: 0.251 data_time: 0.011 memory: 5036 grad_norm: 8.8741 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3224 loss: 2.3224 2022/06/26 18:18:57 - mmengine - INFO - Epoch(train) [107][140/3757] lr: 3.622e-03 eta: 20:16:52 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 8.1440 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.5087 loss: 2.5087 2022/06/26 18:19:03 - mmengine - INFO - Epoch(train) [107][160/3757] lr: 3.622e-03 eta: 20:16:47 time: 0.249 data_time: 0.004 memory: 5036 grad_norm: 8.1343 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.5085 loss: 2.5085 2022/06/26 18:19:08 - mmengine - INFO - Epoch(train) [107][180/3757] lr: 3.622e-03 eta: 20:16:42 time: 0.280 data_time: 0.006 memory: 5036 grad_norm: 7.2662 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.2658 loss: 2.2658 2022/06/26 18:19:13 - mmengine - INFO - Epoch(train) [107][200/3757] lr: 3.622e-03 eta: 20:16:36 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 8.6582 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.2376 loss: 2.2376 2022/06/26 18:19:19 - mmengine - INFO - Epoch(train) [107][220/3757] lr: 3.622e-03 eta: 20:16:31 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 8.8354 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3087 loss: 2.3087 2022/06/26 18:19:24 - mmengine - INFO - Epoch(train) [107][240/3757] lr: 3.622e-03 eta: 20:16:26 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 7.8848 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.1012 loss: 2.1012 2022/06/26 18:19:29 - mmengine - INFO - Epoch(train) [107][260/3757] lr: 3.622e-03 eta: 20:16:21 time: 0.274 data_time: 0.003 memory: 5036 grad_norm: 7.5329 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.3318 loss: 2.3318 2022/06/26 18:19:34 - mmengine - INFO - Epoch(train) [107][280/3757] lr: 3.622e-03 eta: 20:16:15 time: 0.255 data_time: 0.015 memory: 5036 grad_norm: 7.3188 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8249 loss: 1.8249 2022/06/26 18:19:40 - mmengine - INFO - Epoch(train) [107][300/3757] lr: 3.622e-03 eta: 20:16:10 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 8.9514 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2856 loss: 2.2856 2022/06/26 18:19:45 - mmengine - INFO - Epoch(train) [107][320/3757] lr: 3.622e-03 eta: 20:16:05 time: 0.247 data_time: 0.004 memory: 5036 grad_norm: 7.6051 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5375 loss: 2.5375 2022/06/26 18:19:50 - mmengine - INFO - Epoch(train) [107][340/3757] lr: 3.622e-03 eta: 20:16:00 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 6.6549 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4378 loss: 2.4378 2022/06/26 18:19:56 - mmengine - INFO - Epoch(train) [107][360/3757] lr: 3.622e-03 eta: 20:15:54 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 8.8303 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.7808 loss: 1.7808 2022/06/26 18:20:01 - mmengine - INFO - Epoch(train) [107][380/3757] lr: 3.622e-03 eta: 20:15:49 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 7.0319 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1165 loss: 2.1165 2022/06/26 18:20:06 - mmengine - INFO - Epoch(train) [107][400/3757] lr: 3.622e-03 eta: 20:15:44 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 7.5290 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.1568 loss: 2.1568 2022/06/26 18:20:11 - mmengine - INFO - Epoch(train) [107][420/3757] lr: 3.622e-03 eta: 20:15:39 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 7.5261 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1740 loss: 2.1740 2022/06/26 18:20:16 - mmengine - INFO - Epoch(train) [107][440/3757] lr: 3.622e-03 eta: 20:15:33 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 9.5729 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.2353 loss: 2.2353 2022/06/26 18:20:22 - mmengine - INFO - Epoch(train) [107][460/3757] lr: 3.622e-03 eta: 20:15:28 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 8.2534 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5127 loss: 2.5127 2022/06/26 18:20:27 - mmengine - INFO - Epoch(train) [107][480/3757] lr: 3.622e-03 eta: 20:15:23 time: 0.247 data_time: 0.006 memory: 5036 grad_norm: 8.7639 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3521 loss: 2.3521 2022/06/26 18:20:32 - mmengine - INFO - Epoch(train) [107][500/3757] lr: 3.622e-03 eta: 20:15:18 time: 0.268 data_time: 0.003 memory: 5036 grad_norm: 7.6336 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0991 loss: 2.0991 2022/06/26 18:20:38 - mmengine - INFO - Epoch(train) [107][520/3757] lr: 3.622e-03 eta: 20:15:12 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 7.4759 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1986 loss: 2.1986 2022/06/26 18:20:43 - mmengine - INFO - Epoch(train) [107][540/3757] lr: 3.622e-03 eta: 20:15:07 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 8.0347 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5361 loss: 2.5361 2022/06/26 18:20:48 - mmengine - INFO - Epoch(train) [107][560/3757] lr: 3.622e-03 eta: 20:15:02 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 7.8386 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1892 loss: 2.1892 2022/06/26 18:20:53 - mmengine - INFO - Epoch(train) [107][580/3757] lr: 3.622e-03 eta: 20:14:56 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 9.9418 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.2341 loss: 2.2341 2022/06/26 18:20:59 - mmengine - INFO - Epoch(train) [107][600/3757] lr: 3.622e-03 eta: 20:14:51 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 7.7306 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9544 loss: 1.9544 2022/06/26 18:21:04 - mmengine - INFO - Epoch(train) [107][620/3757] lr: 3.622e-03 eta: 20:14:46 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 8.2516 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.6767 loss: 1.6767 2022/06/26 18:21:09 - mmengine - INFO - Epoch(train) [107][640/3757] lr: 3.622e-03 eta: 20:14:41 time: 0.251 data_time: 0.010 memory: 5036 grad_norm: 7.9975 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2483 loss: 2.2483 2022/06/26 18:21:15 - mmengine - INFO - Epoch(train) [107][660/3757] lr: 3.622e-03 eta: 20:14:36 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 7.4472 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3904 loss: 2.3904 2022/06/26 18:21:20 - mmengine - INFO - Epoch(train) [107][680/3757] lr: 3.622e-03 eta: 20:14:30 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 7.8631 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0625 loss: 2.0625 2022/06/26 18:21:25 - mmengine - INFO - Epoch(train) [107][700/3757] lr: 3.622e-03 eta: 20:14:25 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 7.8087 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.7993 loss: 2.7993 2022/06/26 18:21:30 - mmengine - INFO - Epoch(train) [107][720/3757] lr: 3.622e-03 eta: 20:14:20 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 8.2437 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0638 loss: 2.0638 2022/06/26 18:21:36 - mmengine - INFO - Epoch(train) [107][740/3757] lr: 3.622e-03 eta: 20:14:15 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 8.2924 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1854 loss: 2.1854 2022/06/26 18:21:40 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 18:21:41 - mmengine - INFO - Epoch(train) [107][760/3757] lr: 3.622e-03 eta: 20:14:09 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 7.0051 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8807 loss: 1.8807 2022/06/26 18:21:46 - mmengine - INFO - Epoch(train) [107][780/3757] lr: 3.622e-03 eta: 20:14:04 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 8.0506 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.2648 loss: 2.2648 2022/06/26 18:21:51 - mmengine - INFO - Epoch(train) [107][800/3757] lr: 3.622e-03 eta: 20:13:59 time: 0.267 data_time: 0.008 memory: 5036 grad_norm: 6.7028 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4140 loss: 2.4140 2022/06/26 18:21:57 - mmengine - INFO - Epoch(train) [107][820/3757] lr: 3.622e-03 eta: 20:13:53 time: 0.263 data_time: 0.008 memory: 5036 grad_norm: 8.2108 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.1797 loss: 2.1797 2022/06/26 18:22:02 - mmengine - INFO - Epoch(train) [107][840/3757] lr: 3.622e-03 eta: 20:13:48 time: 0.249 data_time: 0.007 memory: 5036 grad_norm: 9.4089 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1840 loss: 2.1840 2022/06/26 18:22:07 - mmengine - INFO - Epoch(train) [107][860/3757] lr: 3.622e-03 eta: 20:13:43 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 7.4216 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1719 loss: 2.1719 2022/06/26 18:22:13 - mmengine - INFO - Epoch(train) [107][880/3757] lr: 3.622e-03 eta: 20:13:38 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 7.6673 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.2502 loss: 2.2502 2022/06/26 18:22:18 - mmengine - INFO - Epoch(train) [107][900/3757] lr: 3.622e-03 eta: 20:13:33 time: 0.410 data_time: 0.015 memory: 5036 grad_norm: 7.3663 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0788 loss: 2.0788 2022/06/26 18:22:23 - mmengine - INFO - Epoch(train) [107][920/3757] lr: 3.622e-03 eta: 20:13:27 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 9.3962 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9262 loss: 1.9262 2022/06/26 18:22:28 - mmengine - INFO - Epoch(train) [107][940/3757] lr: 3.622e-03 eta: 20:13:22 time: 0.270 data_time: 0.009 memory: 5036 grad_norm: 9.1139 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.7937 loss: 2.7937 2022/06/26 18:22:34 - mmengine - INFO - Epoch(train) [107][960/3757] lr: 3.622e-03 eta: 20:13:17 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 9.8981 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.3503 loss: 2.3503 2022/06/26 18:22:39 - mmengine - INFO - Epoch(train) [107][980/3757] lr: 3.622e-03 eta: 20:13:11 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 8.3035 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5341 loss: 2.5341 2022/06/26 18:22:44 - mmengine - INFO - Epoch(train) [107][1000/3757] lr: 3.622e-03 eta: 20:13:06 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 8.9180 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9258 loss: 1.9258 2022/06/26 18:22:49 - mmengine - INFO - Epoch(train) [107][1020/3757] lr: 3.622e-03 eta: 20:13:01 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 8.7590 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9210 loss: 1.9210 2022/06/26 18:22:55 - mmengine - INFO - Epoch(train) [107][1040/3757] lr: 3.622e-03 eta: 20:12:56 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 8.0867 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.5297 loss: 2.5297 2022/06/26 18:23:00 - mmengine - INFO - Epoch(train) [107][1060/3757] lr: 3.622e-03 eta: 20:12:50 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 7.1072 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.8042 loss: 1.8042 2022/06/26 18:23:05 - mmengine - INFO - Epoch(train) [107][1080/3757] lr: 3.622e-03 eta: 20:12:45 time: 0.256 data_time: 0.008 memory: 5036 grad_norm: 7.6926 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2741 loss: 2.2741 2022/06/26 18:23:11 - mmengine - INFO - Epoch(train) [107][1100/3757] lr: 3.622e-03 eta: 20:12:40 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 7.7466 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4381 loss: 2.4381 2022/06/26 18:23:16 - mmengine - INFO - Epoch(train) [107][1120/3757] lr: 3.622e-03 eta: 20:12:35 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 7.6844 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.5456 loss: 2.5456 2022/06/26 18:23:21 - mmengine - INFO - Epoch(train) [107][1140/3757] lr: 3.622e-03 eta: 20:12:29 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 9.6881 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 2.2626 loss: 2.2626 2022/06/26 18:23:26 - mmengine - INFO - Epoch(train) [107][1160/3757] lr: 3.622e-03 eta: 20:12:24 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 7.3015 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1548 loss: 2.1548 2022/06/26 18:23:31 - mmengine - INFO - Epoch(train) [107][1180/3757] lr: 3.622e-03 eta: 20:12:19 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 8.0791 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2326 loss: 2.2326 2022/06/26 18:23:37 - mmengine - INFO - Epoch(train) [107][1200/3757] lr: 3.622e-03 eta: 20:12:13 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 8.6922 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3125 loss: 2.3125 2022/06/26 18:23:42 - mmengine - INFO - Epoch(train) [107][1220/3757] lr: 3.622e-03 eta: 20:12:08 time: 0.259 data_time: 0.015 memory: 5036 grad_norm: 7.8651 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.0792 loss: 2.0792 2022/06/26 18:23:47 - mmengine - INFO - Epoch(train) [107][1240/3757] lr: 3.622e-03 eta: 20:12:03 time: 0.250 data_time: 0.007 memory: 5036 grad_norm: 8.7880 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.4287 loss: 2.4287 2022/06/26 18:23:52 - mmengine - INFO - Epoch(train) [107][1260/3757] lr: 3.622e-03 eta: 20:11:57 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 7.9225 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.1487 loss: 2.1487 2022/06/26 18:23:57 - mmengine - INFO - Epoch(train) [107][1280/3757] lr: 3.622e-03 eta: 20:11:52 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 8.7809 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1105 loss: 2.1105 2022/06/26 18:24:03 - mmengine - INFO - Epoch(train) [107][1300/3757] lr: 3.622e-03 eta: 20:11:47 time: 0.263 data_time: 0.007 memory: 5036 grad_norm: 9.2329 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.0896 loss: 2.0896 2022/06/26 18:24:08 - mmengine - INFO - Epoch(train) [107][1320/3757] lr: 3.622e-03 eta: 20:11:42 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 8.3992 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.3256 loss: 2.3256 2022/06/26 18:24:13 - mmengine - INFO - Epoch(train) [107][1340/3757] lr: 3.622e-03 eta: 20:11:36 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 8.4796 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.6220 loss: 2.6220 2022/06/26 18:24:19 - mmengine - INFO - Epoch(train) [107][1360/3757] lr: 3.622e-03 eta: 20:11:31 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 7.4897 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3519 loss: 2.3519 2022/06/26 18:24:24 - mmengine - INFO - Epoch(train) [107][1380/3757] lr: 3.622e-03 eta: 20:11:26 time: 0.256 data_time: 0.012 memory: 5036 grad_norm: 7.3024 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.2645 loss: 2.2645 2022/06/26 18:24:29 - mmengine - INFO - Epoch(train) [107][1400/3757] lr: 3.622e-03 eta: 20:11:21 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 7.9764 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.6121 loss: 2.6121 2022/06/26 18:24:34 - mmengine - INFO - Epoch(train) [107][1420/3757] lr: 3.622e-03 eta: 20:11:15 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 8.0031 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1824 loss: 2.1824 2022/06/26 18:24:39 - mmengine - INFO - Epoch(train) [107][1440/3757] lr: 3.622e-03 eta: 20:11:10 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 7.6459 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6534 loss: 2.6534 2022/06/26 18:24:45 - mmengine - INFO - Epoch(train) [107][1460/3757] lr: 3.622e-03 eta: 20:11:05 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 8.7510 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2998 loss: 2.2998 2022/06/26 18:24:50 - mmengine - INFO - Epoch(train) [107][1480/3757] lr: 3.622e-03 eta: 20:11:00 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 8.2088 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.3365 loss: 2.3365 2022/06/26 18:24:55 - mmengine - INFO - Epoch(train) [107][1500/3757] lr: 3.622e-03 eta: 20:10:54 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 7.4899 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4531 loss: 2.4531 2022/06/26 18:25:01 - mmengine - INFO - Epoch(train) [107][1520/3757] lr: 3.622e-03 eta: 20:10:49 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 9.0138 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 2.3497 loss: 2.3497 2022/06/26 18:25:06 - mmengine - INFO - Epoch(train) [107][1540/3757] lr: 3.622e-03 eta: 20:10:44 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 8.6737 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.3378 loss: 2.3378 2022/06/26 18:25:11 - mmengine - INFO - Epoch(train) [107][1560/3757] lr: 3.622e-03 eta: 20:10:39 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 8.4397 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0034 loss: 2.0034 2022/06/26 18:25:16 - mmengine - INFO - Epoch(train) [107][1580/3757] lr: 3.622e-03 eta: 20:10:33 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 7.9992 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.5266 loss: 2.5266 2022/06/26 18:25:22 - mmengine - INFO - Epoch(train) [107][1600/3757] lr: 3.622e-03 eta: 20:10:28 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 7.1174 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1340 loss: 2.1340 2022/06/26 18:25:27 - mmengine - INFO - Epoch(train) [107][1620/3757] lr: 3.622e-03 eta: 20:10:23 time: 0.264 data_time: 0.007 memory: 5036 grad_norm: 7.6779 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9753 loss: 1.9753 2022/06/26 18:25:33 - mmengine - INFO - Epoch(train) [107][1640/3757] lr: 3.622e-03 eta: 20:10:18 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 8.0690 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2437 loss: 2.2437 2022/06/26 18:25:38 - mmengine - INFO - Epoch(train) [107][1660/3757] lr: 3.622e-03 eta: 20:10:12 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 8.1421 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2913 loss: 2.2913 2022/06/26 18:25:43 - mmengine - INFO - Epoch(train) [107][1680/3757] lr: 3.622e-03 eta: 20:10:07 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 7.4356 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.5381 loss: 2.5381 2022/06/26 18:25:48 - mmengine - INFO - Epoch(train) [107][1700/3757] lr: 3.622e-03 eta: 20:10:02 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 8.4690 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4092 loss: 2.4092 2022/06/26 18:25:53 - mmengine - INFO - Epoch(train) [107][1720/3757] lr: 3.622e-03 eta: 20:09:56 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 6.6236 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.0518 loss: 2.0518 2022/06/26 18:25:58 - mmengine - INFO - Epoch(train) [107][1740/3757] lr: 3.622e-03 eta: 20:09:51 time: 0.273 data_time: 0.021 memory: 5036 grad_norm: 8.2645 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 1.9599 loss: 1.9599 2022/06/26 18:26:03 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 18:26:04 - mmengine - INFO - Epoch(train) [107][1760/3757] lr: 3.622e-03 eta: 20:09:46 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 9.3884 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0093 loss: 2.0093 2022/06/26 18:26:09 - mmengine - INFO - Epoch(train) [107][1780/3757] lr: 3.622e-03 eta: 20:09:41 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 10.9634 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.4597 loss: 2.4597 2022/06/26 18:26:14 - mmengine - INFO - Epoch(train) [107][1800/3757] lr: 3.622e-03 eta: 20:09:35 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 8.4445 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2608 loss: 2.2608 2022/06/26 18:26:19 - mmengine - INFO - Epoch(train) [107][1820/3757] lr: 3.622e-03 eta: 20:09:30 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 8.0266 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.5361 loss: 2.5361 2022/06/26 18:26:25 - mmengine - INFO - Epoch(train) [107][1840/3757] lr: 3.622e-03 eta: 20:09:25 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 7.6217 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3479 loss: 2.3479 2022/06/26 18:26:30 - mmengine - INFO - Epoch(train) [107][1860/3757] lr: 3.622e-03 eta: 20:09:19 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 9.0472 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1952 loss: 2.1952 2022/06/26 18:26:35 - mmengine - INFO - Epoch(train) [107][1880/3757] lr: 3.622e-03 eta: 20:09:14 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 7.4973 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2689 loss: 2.2689 2022/06/26 18:26:41 - mmengine - INFO - Epoch(train) [107][1900/3757] lr: 3.622e-03 eta: 20:09:09 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 9.2352 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.8716 loss: 1.8716 2022/06/26 18:26:46 - mmengine - INFO - Epoch(train) [107][1920/3757] lr: 3.622e-03 eta: 20:09:04 time: 0.252 data_time: 0.013 memory: 5036 grad_norm: 7.7310 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.3356 loss: 2.3356 2022/06/26 18:26:51 - mmengine - INFO - Epoch(train) [107][1940/3757] lr: 3.622e-03 eta: 20:08:59 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 6.9848 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0984 loss: 2.0984 2022/06/26 18:26:56 - mmengine - INFO - Epoch(train) [107][1960/3757] lr: 3.622e-03 eta: 20:08:53 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 8.3434 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1684 loss: 2.1684 2022/06/26 18:27:02 - mmengine - INFO - Epoch(train) [107][1980/3757] lr: 3.622e-03 eta: 20:08:48 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 8.6092 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.2441 loss: 2.2441 2022/06/26 18:27:07 - mmengine - INFO - Epoch(train) [107][2000/3757] lr: 3.622e-03 eta: 20:08:43 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 7.9699 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2129 loss: 2.2129 2022/06/26 18:27:12 - mmengine - INFO - Epoch(train) [107][2020/3757] lr: 3.622e-03 eta: 20:08:38 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 6.5291 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1301 loss: 2.1301 2022/06/26 18:27:18 - mmengine - INFO - Epoch(train) [107][2040/3757] lr: 3.622e-03 eta: 20:08:32 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 8.3415 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.4728 loss: 2.4728 2022/06/26 18:27:23 - mmengine - INFO - Epoch(train) [107][2060/3757] lr: 3.622e-03 eta: 20:08:27 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 6.6600 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0765 loss: 2.0765 2022/06/26 18:27:28 - mmengine - INFO - Epoch(train) [107][2080/3757] lr: 3.622e-03 eta: 20:08:22 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 7.7642 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0568 loss: 2.0568 2022/06/26 18:27:34 - mmengine - INFO - Epoch(train) [107][2100/3757] lr: 3.622e-03 eta: 20:08:17 time: 0.296 data_time: 0.020 memory: 5036 grad_norm: 9.2145 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.5178 loss: 2.5178 2022/06/26 18:27:39 - mmengine - INFO - Epoch(train) [107][2120/3757] lr: 3.622e-03 eta: 20:08:11 time: 0.250 data_time: 0.010 memory: 5036 grad_norm: 6.7680 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.0982 loss: 2.0982 2022/06/26 18:27:44 - mmengine - INFO - Epoch(train) [107][2140/3757] lr: 3.622e-03 eta: 20:08:06 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 7.7112 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4050 loss: 2.4050 2022/06/26 18:27:50 - mmengine - INFO - Epoch(train) [107][2160/3757] lr: 3.622e-03 eta: 20:08:01 time: 0.251 data_time: 0.007 memory: 5036 grad_norm: 7.4878 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3224 loss: 2.3224 2022/06/26 18:27:55 - mmengine - INFO - Epoch(train) [107][2180/3757] lr: 3.622e-03 eta: 20:07:56 time: 0.264 data_time: 0.007 memory: 5036 grad_norm: 6.7781 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5388 loss: 2.5388 2022/06/26 18:28:00 - mmengine - INFO - Epoch(train) [107][2200/3757] lr: 3.622e-03 eta: 20:07:50 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 7.7546 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2424 loss: 2.2424 2022/06/26 18:28:05 - mmengine - INFO - Epoch(train) [107][2220/3757] lr: 3.622e-03 eta: 20:07:45 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 8.9675 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.3773 loss: 2.3773 2022/06/26 18:28:11 - mmengine - INFO - Epoch(train) [107][2240/3757] lr: 3.622e-03 eta: 20:07:40 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 6.9889 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.1826 loss: 2.1826 2022/06/26 18:28:16 - mmengine - INFO - Epoch(train) [107][2260/3757] lr: 3.622e-03 eta: 20:07:34 time: 0.251 data_time: 0.008 memory: 5036 grad_norm: 9.4045 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 2.3828 loss: 2.3828 2022/06/26 18:28:21 - mmengine - INFO - Epoch(train) [107][2280/3757] lr: 3.622e-03 eta: 20:07:29 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 7.6342 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.0263 loss: 2.0263 2022/06/26 18:28:26 - mmengine - INFO - Epoch(train) [107][2300/3757] lr: 3.622e-03 eta: 20:07:24 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 7.8592 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4063 loss: 2.4063 2022/06/26 18:28:31 - mmengine - INFO - Epoch(train) [107][2320/3757] lr: 3.622e-03 eta: 20:07:19 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 7.0887 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1272 loss: 2.1272 2022/06/26 18:28:37 - mmengine - INFO - Epoch(train) [107][2340/3757] lr: 3.622e-03 eta: 20:07:13 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 8.4387 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0064 loss: 2.0064 2022/06/26 18:28:42 - mmengine - INFO - Epoch(train) [107][2360/3757] lr: 3.622e-03 eta: 20:07:08 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 8.7108 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0700 loss: 2.0700 2022/06/26 18:28:47 - mmengine - INFO - Epoch(train) [107][2380/3757] lr: 3.622e-03 eta: 20:07:03 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 6.7990 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2190 loss: 2.2190 2022/06/26 18:28:53 - mmengine - INFO - Epoch(train) [107][2400/3757] lr: 3.622e-03 eta: 20:06:58 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 7.9039 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9690 loss: 1.9690 2022/06/26 18:28:58 - mmengine - INFO - Epoch(train) [107][2420/3757] lr: 3.622e-03 eta: 20:06:52 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 8.9868 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5672 loss: 1.5672 2022/06/26 18:29:03 - mmengine - INFO - Epoch(train) [107][2440/3757] lr: 3.622e-03 eta: 20:06:47 time: 0.249 data_time: 0.009 memory: 5036 grad_norm: 10.9506 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1034 loss: 2.1034 2022/06/26 18:29:08 - mmengine - INFO - Epoch(train) [107][2460/3757] lr: 3.622e-03 eta: 20:06:42 time: 0.248 data_time: 0.008 memory: 5036 grad_norm: 8.1872 top1_acc: 0.1250 top5_acc: 0.8750 loss_cls: 2.3483 loss: 2.3483 2022/06/26 18:29:14 - mmengine - INFO - Epoch(train) [107][2480/3757] lr: 3.622e-03 eta: 20:06:37 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 8.8120 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1953 loss: 2.1953 2022/06/26 18:29:19 - mmengine - INFO - Epoch(train) [107][2500/3757] lr: 3.622e-03 eta: 20:06:31 time: 0.274 data_time: 0.008 memory: 5036 grad_norm: 7.6610 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.4521 loss: 2.4521 2022/06/26 18:29:24 - mmengine - INFO - Epoch(train) [107][2520/3757] lr: 3.622e-03 eta: 20:06:26 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 9.3550 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8505 loss: 1.8505 2022/06/26 18:29:29 - mmengine - INFO - Epoch(train) [107][2540/3757] lr: 3.622e-03 eta: 20:06:21 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 9.0652 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6879 loss: 2.6879 2022/06/26 18:29:35 - mmengine - INFO - Epoch(train) [107][2560/3757] lr: 3.622e-03 eta: 20:06:16 time: 0.253 data_time: 0.004 memory: 5036 grad_norm: 8.1251 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.7219 loss: 2.7219 2022/06/26 18:29:40 - mmengine - INFO - Epoch(train) [107][2580/3757] lr: 3.622e-03 eta: 20:06:10 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 8.3001 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.5026 loss: 2.5026 2022/06/26 18:29:45 - mmengine - INFO - Epoch(train) [107][2600/3757] lr: 3.622e-03 eta: 20:06:05 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 7.6845 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8944 loss: 1.8944 2022/06/26 18:29:50 - mmengine - INFO - Epoch(train) [107][2620/3757] lr: 3.622e-03 eta: 20:06:00 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 8.3400 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.5822 loss: 2.5822 2022/06/26 18:29:56 - mmengine - INFO - Epoch(train) [107][2640/3757] lr: 3.622e-03 eta: 20:05:54 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 7.8134 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1735 loss: 2.1735 2022/06/26 18:30:01 - mmengine - INFO - Epoch(train) [107][2660/3757] lr: 3.622e-03 eta: 20:05:49 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 7.4479 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.5031 loss: 2.5031 2022/06/26 18:30:06 - mmengine - INFO - Epoch(train) [107][2680/3757] lr: 3.622e-03 eta: 20:05:44 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 8.3855 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1025 loss: 2.1025 2022/06/26 18:30:11 - mmengine - INFO - Epoch(train) [107][2700/3757] lr: 3.622e-03 eta: 20:05:39 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.3762 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7437 loss: 1.7437 2022/06/26 18:30:16 - mmengine - INFO - Epoch(train) [107][2720/3757] lr: 3.622e-03 eta: 20:05:33 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 8.7081 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.2460 loss: 2.2460 2022/06/26 18:30:22 - mmengine - INFO - Epoch(train) [107][2740/3757] lr: 3.622e-03 eta: 20:05:28 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 7.1388 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.1282 loss: 2.1282 2022/06/26 18:30:26 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 18:30:27 - mmengine - INFO - Epoch(train) [107][2760/3757] lr: 3.622e-03 eta: 20:05:23 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 7.8355 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.2403 loss: 2.2403 2022/06/26 18:30:32 - mmengine - INFO - Epoch(train) [107][2780/3757] lr: 3.622e-03 eta: 20:05:18 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 9.4448 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.2195 loss: 2.2195 2022/06/26 18:30:38 - mmengine - INFO - Epoch(train) [107][2800/3757] lr: 3.622e-03 eta: 20:05:12 time: 0.256 data_time: 0.010 memory: 5036 grad_norm: 8.8996 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.7000 loss: 2.7000 2022/06/26 18:30:43 - mmengine - INFO - Epoch(train) [107][2820/3757] lr: 3.622e-03 eta: 20:05:07 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 7.5483 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4251 loss: 2.4251 2022/06/26 18:30:48 - mmengine - INFO - Epoch(train) [107][2840/3757] lr: 3.622e-03 eta: 20:05:02 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 6.7992 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.3263 loss: 2.3263 2022/06/26 18:30:53 - mmengine - INFO - Epoch(train) [107][2860/3757] lr: 3.622e-03 eta: 20:04:56 time: 0.256 data_time: 0.011 memory: 5036 grad_norm: 7.8477 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.2984 loss: 2.2984 2022/06/26 18:30:58 - mmengine - INFO - Epoch(train) [107][2880/3757] lr: 3.622e-03 eta: 20:04:51 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 7.6761 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.6293 loss: 1.6293 2022/06/26 18:31:03 - mmengine - INFO - Epoch(train) [107][2900/3757] lr: 3.622e-03 eta: 20:04:46 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 7.1993 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1325 loss: 2.1325 2022/06/26 18:31:09 - mmengine - INFO - Epoch(train) [107][2920/3757] lr: 3.622e-03 eta: 20:04:40 time: 0.364 data_time: 0.006 memory: 5036 grad_norm: 7.4805 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 2.0603 loss: 2.0603 2022/06/26 18:31:14 - mmengine - INFO - Epoch(train) [107][2940/3757] lr: 3.622e-03 eta: 20:04:35 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 8.8115 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8963 loss: 1.8963 2022/06/26 18:31:19 - mmengine - INFO - Epoch(train) [107][2960/3757] lr: 3.622e-03 eta: 20:04:30 time: 0.264 data_time: 0.006 memory: 5036 grad_norm: 6.8373 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.7347 loss: 2.7347 2022/06/26 18:31:24 - mmengine - INFO - Epoch(train) [107][2980/3757] lr: 3.622e-03 eta: 20:04:24 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 8.2846 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.5691 loss: 2.5691 2022/06/26 18:31:30 - mmengine - INFO - Epoch(train) [107][3000/3757] lr: 3.622e-03 eta: 20:04:19 time: 0.253 data_time: 0.010 memory: 5036 grad_norm: 8.9811 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.4632 loss: 2.4632 2022/06/26 18:31:35 - mmengine - INFO - Epoch(train) [107][3020/3757] lr: 3.622e-03 eta: 20:04:14 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 9.3414 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.1296 loss: 2.1296 2022/06/26 18:31:40 - mmengine - INFO - Epoch(train) [107][3040/3757] lr: 3.622e-03 eta: 20:04:09 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 9.1355 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3165 loss: 2.3165 2022/06/26 18:31:45 - mmengine - INFO - Epoch(train) [107][3060/3757] lr: 3.622e-03 eta: 20:04:03 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 8.4469 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3905 loss: 2.3905 2022/06/26 18:31:51 - mmengine - INFO - Epoch(train) [107][3080/3757] lr: 3.622e-03 eta: 20:03:58 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 9.6353 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2479 loss: 2.2479 2022/06/26 18:31:56 - mmengine - INFO - Epoch(train) [107][3100/3757] lr: 3.622e-03 eta: 20:03:53 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 8.4491 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4398 loss: 2.4398 2022/06/26 18:32:01 - mmengine - INFO - Epoch(train) [107][3120/3757] lr: 3.622e-03 eta: 20:03:48 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 7.3873 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.4235 loss: 2.4235 2022/06/26 18:32:07 - mmengine - INFO - Epoch(train) [107][3140/3757] lr: 3.622e-03 eta: 20:03:42 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 7.0853 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.8872 loss: 1.8872 2022/06/26 18:32:12 - mmengine - INFO - Epoch(train) [107][3160/3757] lr: 3.622e-03 eta: 20:03:37 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 6.8545 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1222 loss: 2.1222 2022/06/26 18:32:17 - mmengine - INFO - Epoch(train) [107][3180/3757] lr: 3.622e-03 eta: 20:03:32 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 7.7809 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.7043 loss: 2.7043 2022/06/26 18:32:23 - mmengine - INFO - Epoch(train) [107][3200/3757] lr: 3.622e-03 eta: 20:03:27 time: 0.262 data_time: 0.008 memory: 5036 grad_norm: 7.3976 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2811 loss: 2.2811 2022/06/26 18:32:28 - mmengine - INFO - Epoch(train) [107][3220/3757] lr: 3.622e-03 eta: 20:03:21 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 9.3564 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1811 loss: 2.1811 2022/06/26 18:32:33 - mmengine - INFO - Epoch(train) [107][3240/3757] lr: 3.622e-03 eta: 20:03:16 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 7.7986 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.1642 loss: 2.1642 2022/06/26 18:32:38 - mmengine - INFO - Epoch(train) [107][3260/3757] lr: 3.622e-03 eta: 20:03:11 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 7.1038 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.2762 loss: 2.2762 2022/06/26 18:32:43 - mmengine - INFO - Epoch(train) [107][3280/3757] lr: 3.622e-03 eta: 20:03:06 time: 0.253 data_time: 0.004 memory: 5036 grad_norm: 6.9414 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9683 loss: 1.9683 2022/06/26 18:32:49 - mmengine - INFO - Epoch(train) [107][3300/3757] lr: 3.622e-03 eta: 20:03:00 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 7.5693 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4114 loss: 2.4114 2022/06/26 18:32:54 - mmengine - INFO - Epoch(train) [107][3320/3757] lr: 3.622e-03 eta: 20:02:55 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 9.3155 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.6805 loss: 2.6805 2022/06/26 18:32:59 - mmengine - INFO - Epoch(train) [107][3340/3757] lr: 3.622e-03 eta: 20:02:50 time: 0.251 data_time: 0.008 memory: 5036 grad_norm: 8.3251 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.5253 loss: 2.5253 2022/06/26 18:33:04 - mmengine - INFO - Epoch(train) [107][3360/3757] lr: 3.622e-03 eta: 20:02:44 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 7.2812 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.5635 loss: 2.5635 2022/06/26 18:33:10 - mmengine - INFO - Epoch(train) [107][3380/3757] lr: 3.622e-03 eta: 20:02:39 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 8.0803 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 2.2861 loss: 2.2861 2022/06/26 18:33:15 - mmengine - INFO - Epoch(train) [107][3400/3757] lr: 3.622e-03 eta: 20:02:34 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 6.7658 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2775 loss: 2.2775 2022/06/26 18:33:20 - mmengine - INFO - Epoch(train) [107][3420/3757] lr: 3.622e-03 eta: 20:02:29 time: 0.258 data_time: 0.012 memory: 5036 grad_norm: 7.2474 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.1498 loss: 2.1498 2022/06/26 18:33:25 - mmengine - INFO - Epoch(train) [107][3440/3757] lr: 3.622e-03 eta: 20:02:23 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 7.8256 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1494 loss: 2.1494 2022/06/26 18:33:31 - mmengine - INFO - Epoch(train) [107][3460/3757] lr: 3.622e-03 eta: 20:02:18 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 7.1676 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0787 loss: 2.0787 2022/06/26 18:33:36 - mmengine - INFO - Epoch(train) [107][3480/3757] lr: 3.622e-03 eta: 20:02:13 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 7.3104 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2753 loss: 2.2753 2022/06/26 18:33:41 - mmengine - INFO - Epoch(train) [107][3500/3757] lr: 3.622e-03 eta: 20:02:07 time: 0.259 data_time: 0.009 memory: 5036 grad_norm: 8.9829 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.3847 loss: 2.3847 2022/06/26 18:33:46 - mmengine - INFO - Epoch(train) [107][3520/3757] lr: 3.622e-03 eta: 20:02:02 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 7.9079 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6613 loss: 2.6613 2022/06/26 18:33:52 - mmengine - INFO - Epoch(train) [107][3540/3757] lr: 3.622e-03 eta: 20:01:57 time: 0.266 data_time: 0.009 memory: 5036 grad_norm: 7.6592 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.3093 loss: 2.3093 2022/06/26 18:33:57 - mmengine - INFO - Epoch(train) [107][3560/3757] lr: 3.622e-03 eta: 20:01:52 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 9.3642 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8867 loss: 1.8867 2022/06/26 18:34:02 - mmengine - INFO - Epoch(train) [107][3580/3757] lr: 3.622e-03 eta: 20:01:46 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 8.9026 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4547 loss: 2.4547 2022/06/26 18:34:07 - mmengine - INFO - Epoch(train) [107][3600/3757] lr: 3.622e-03 eta: 20:01:41 time: 0.266 data_time: 0.007 memory: 5036 grad_norm: 7.0629 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.4398 loss: 2.4398 2022/06/26 18:34:12 - mmengine - INFO - Epoch(train) [107][3620/3757] lr: 3.622e-03 eta: 20:01:36 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 9.6767 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9172 loss: 1.9172 2022/06/26 18:34:18 - mmengine - INFO - Epoch(train) [107][3640/3757] lr: 3.622e-03 eta: 20:01:30 time: 0.253 data_time: 0.008 memory: 5036 grad_norm: 7.3211 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2363 loss: 2.2363 2022/06/26 18:34:23 - mmengine - INFO - Epoch(train) [107][3660/3757] lr: 3.622e-03 eta: 20:01:25 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 8.3435 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2421 loss: 2.2421 2022/06/26 18:34:28 - mmengine - INFO - Epoch(train) [107][3680/3757] lr: 3.622e-03 eta: 20:01:20 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 7.2397 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0480 loss: 2.0480 2022/06/26 18:34:34 - mmengine - INFO - Epoch(train) [107][3700/3757] lr: 3.622e-03 eta: 20:01:15 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.6698 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.5233 loss: 2.5233 2022/06/26 18:34:39 - mmengine - INFO - Epoch(train) [107][3720/3757] lr: 3.622e-03 eta: 20:01:09 time: 0.250 data_time: 0.007 memory: 5036 grad_norm: 7.3813 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5210 loss: 2.5210 2022/06/26 18:34:44 - mmengine - INFO - Epoch(train) [107][3740/3757] lr: 3.622e-03 eta: 20:01:04 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 8.9683 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.3513 loss: 2.3513 2022/06/26 18:34:48 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 18:34:48 - mmengine - INFO - Saving checkpoint at 107 epochs 2022/06/26 18:35:01 - mmengine - INFO - Epoch(val) [107][20/310] eta: 0:01:49 time: 0.103 data_time: 0.002 memory: 5036 2022/06/26 18:35:06 - mmengine - INFO - Epoch(val) [107][40/310] eta: 0:01:39 time: 0.109 data_time: 0.008 memory: 1723 2022/06/26 18:35:11 - mmengine - INFO - Epoch(val) [107][60/310] eta: 0:00:26 time: 0.106 data_time: 0.005 memory: 1723 2022/06/26 18:35:15 - mmengine - INFO - Epoch(val) [107][80/310] eta: 0:00:24 time: 0.109 data_time: 0.001 memory: 1723 2022/06/26 18:35:22 - mmengine - INFO - Epoch(val) [107][100/310] eta: 0:01:17 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 18:35:27 - mmengine - INFO - Epoch(val) [107][120/310] eta: 0:01:08 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 18:35:32 - mmengine - INFO - Epoch(val) [107][140/310] eta: 0:00:17 time: 0.120 data_time: 0.012 memory: 1723 2022/06/26 18:35:36 - mmengine - INFO - Epoch(val) [107][160/310] eta: 0:00:15 time: 0.103 data_time: 0.002 memory: 1723 2022/06/26 18:35:43 - mmengine - INFO - Epoch(val) [107][180/310] eta: 0:00:47 time: 0.108 data_time: 0.001 memory: 1723 2022/06/26 18:35:48 - mmengine - INFO - Epoch(val) [107][200/310] eta: 0:00:39 time: 0.103 data_time: 0.002 memory: 1723 2022/06/26 18:35:53 - mmengine - INFO - Epoch(val) [107][220/310] eta: 0:00:09 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 18:35:57 - mmengine - INFO - Epoch(val) [107][240/310] eta: 0:00:07 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 18:36:05 - mmengine - INFO - Epoch(val) [107][260/310] eta: 0:00:18 time: 0.103 data_time: 0.002 memory: 1723 2022/06/26 18:36:08 - mmengine - INFO - Epoch(val) [107][280/310] eta: 0:00:08 time: 0.117 data_time: 0.002 memory: 1723 2022/06/26 18:36:11 - mmengine - INFO - Epoch(val) [107][300/310] eta: 0:00:01 time: 0.097 data_time: 0.001 memory: 1723 2022/06/26 18:36:13 - mmengine - INFO - Epoch(val) [107][310/310] acc/top1: 0.5439 acc/top5: 0.7835 acc/mean1: 0.5439 2022/06/26 18:36:18 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 18:36:23 - mmengine - INFO - Epoch(train) [108][20/3757] lr: 3.538e-03 eta: 20:00:56 time: 0.244 data_time: 0.003 memory: 5036 grad_norm: 8.0843 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3206 loss: 2.3206 2022/06/26 18:36:28 - mmengine - INFO - Epoch(train) [108][40/3757] lr: 3.538e-03 eta: 20:00:51 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 7.5596 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2723 loss: 2.2723 2022/06/26 18:36:33 - mmengine - INFO - Epoch(train) [108][60/3757] lr: 3.538e-03 eta: 20:00:46 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 8.2312 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0556 loss: 2.0556 2022/06/26 18:36:39 - mmengine - INFO - Epoch(train) [108][80/3757] lr: 3.538e-03 eta: 20:00:41 time: 0.256 data_time: 0.004 memory: 5036 grad_norm: 6.9899 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2738 loss: 2.2738 2022/06/26 18:36:44 - mmengine - INFO - Epoch(train) [108][100/3757] lr: 3.538e-03 eta: 20:00:36 time: 0.278 data_time: 0.003 memory: 5036 grad_norm: 7.2347 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2991 loss: 2.2991 2022/06/26 18:36:50 - mmengine - INFO - Epoch(train) [108][120/3757] lr: 3.538e-03 eta: 20:00:30 time: 0.435 data_time: 0.004 memory: 5036 grad_norm: 7.4724 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.2720 loss: 2.2720 2022/06/26 18:36:55 - mmengine - INFO - Epoch(train) [108][140/3757] lr: 3.538e-03 eta: 20:00:25 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 7.5394 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.2234 loss: 2.2234 2022/06/26 18:37:00 - mmengine - INFO - Epoch(train) [108][160/3757] lr: 3.538e-03 eta: 20:00:20 time: 0.263 data_time: 0.007 memory: 5036 grad_norm: 7.9575 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9542 loss: 1.9542 2022/06/26 18:37:06 - mmengine - INFO - Epoch(train) [108][180/3757] lr: 3.538e-03 eta: 20:00:15 time: 0.264 data_time: 0.004 memory: 5036 grad_norm: 7.2436 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.9725 loss: 1.9725 2022/06/26 18:37:11 - mmengine - INFO - Epoch(train) [108][200/3757] lr: 3.538e-03 eta: 20:00:10 time: 0.281 data_time: 0.003 memory: 5036 grad_norm: 7.3250 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1565 loss: 2.1565 2022/06/26 18:37:17 - mmengine - INFO - Epoch(train) [108][220/3757] lr: 3.538e-03 eta: 20:00:05 time: 0.258 data_time: 0.010 memory: 5036 grad_norm: 6.7492 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1004 loss: 2.1004 2022/06/26 18:37:22 - mmengine - INFO - Epoch(train) [108][240/3757] lr: 3.538e-03 eta: 19:59:59 time: 0.248 data_time: 0.007 memory: 5036 grad_norm: 8.0527 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4990 loss: 2.4990 2022/06/26 18:37:27 - mmengine - INFO - Epoch(train) [108][260/3757] lr: 3.538e-03 eta: 19:59:54 time: 0.264 data_time: 0.004 memory: 5036 grad_norm: 8.6584 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.5521 loss: 2.5521 2022/06/26 18:37:33 - mmengine - INFO - Epoch(train) [108][280/3757] lr: 3.538e-03 eta: 19:59:49 time: 0.249 data_time: 0.008 memory: 5036 grad_norm: 8.4456 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.4757 loss: 2.4757 2022/06/26 18:37:38 - mmengine - INFO - Epoch(train) [108][300/3757] lr: 3.538e-03 eta: 19:59:44 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 7.0444 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6529 loss: 2.6529 2022/06/26 18:37:43 - mmengine - INFO - Epoch(train) [108][320/3757] lr: 3.538e-03 eta: 19:59:38 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 8.2094 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1498 loss: 2.1498 2022/06/26 18:37:48 - mmengine - INFO - Epoch(train) [108][340/3757] lr: 3.538e-03 eta: 19:59:33 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 8.5529 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 2.2607 loss: 2.2607 2022/06/26 18:37:54 - mmengine - INFO - Epoch(train) [108][360/3757] lr: 3.538e-03 eta: 19:59:28 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 7.8404 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.3845 loss: 2.3845 2022/06/26 18:37:59 - mmengine - INFO - Epoch(train) [108][380/3757] lr: 3.538e-03 eta: 19:59:22 time: 0.250 data_time: 0.007 memory: 5036 grad_norm: 7.9168 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0985 loss: 2.0985 2022/06/26 18:38:04 - mmengine - INFO - Epoch(train) [108][400/3757] lr: 3.538e-03 eta: 19:59:17 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 8.4781 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.5236 loss: 2.5236 2022/06/26 18:38:09 - mmengine - INFO - Epoch(train) [108][420/3757] lr: 3.538e-03 eta: 19:59:12 time: 0.253 data_time: 0.010 memory: 5036 grad_norm: 6.7486 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.4720 loss: 2.4720 2022/06/26 18:38:15 - mmengine - INFO - Epoch(train) [108][440/3757] lr: 3.538e-03 eta: 19:59:07 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 10.1359 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0364 loss: 2.0364 2022/06/26 18:38:20 - mmengine - INFO - Epoch(train) [108][460/3757] lr: 3.538e-03 eta: 19:59:02 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 8.4510 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2195 loss: 2.2195 2022/06/26 18:38:25 - mmengine - INFO - Epoch(train) [108][480/3757] lr: 3.538e-03 eta: 19:58:56 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 9.4469 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.9085 loss: 2.9085 2022/06/26 18:38:31 - mmengine - INFO - Epoch(train) [108][500/3757] lr: 3.538e-03 eta: 19:58:51 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 8.1434 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4021 loss: 2.4021 2022/06/26 18:38:36 - mmengine - INFO - Epoch(train) [108][520/3757] lr: 3.538e-03 eta: 19:58:46 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 8.8396 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0242 loss: 2.0242 2022/06/26 18:38:41 - mmengine - INFO - Epoch(train) [108][540/3757] lr: 3.538e-03 eta: 19:58:41 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 10.0054 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.0975 loss: 2.0975 2022/06/26 18:38:46 - mmengine - INFO - Epoch(train) [108][560/3757] lr: 3.538e-03 eta: 19:58:35 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 7.9491 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3857 loss: 2.3857 2022/06/26 18:38:52 - mmengine - INFO - Epoch(train) [108][580/3757] lr: 3.538e-03 eta: 19:58:30 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 7.6176 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.1019 loss: 2.1019 2022/06/26 18:38:57 - mmengine - INFO - Epoch(train) [108][600/3757] lr: 3.538e-03 eta: 19:58:25 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 8.6671 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0932 loss: 2.0932 2022/06/26 18:39:02 - mmengine - INFO - Epoch(train) [108][620/3757] lr: 3.538e-03 eta: 19:58:19 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 7.6953 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.4380 loss: 2.4380 2022/06/26 18:39:07 - mmengine - INFO - Epoch(train) [108][640/3757] lr: 3.538e-03 eta: 19:58:14 time: 0.253 data_time: 0.008 memory: 5036 grad_norm: 9.2571 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.0500 loss: 2.0500 2022/06/26 18:39:13 - mmengine - INFO - Epoch(train) [108][660/3757] lr: 3.538e-03 eta: 19:58:09 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 7.8400 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4153 loss: 2.4153 2022/06/26 18:39:18 - mmengine - INFO - Epoch(train) [108][680/3757] lr: 3.538e-03 eta: 19:58:04 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 7.6878 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.0702 loss: 2.0702 2022/06/26 18:39:23 - mmengine - INFO - Epoch(train) [108][700/3757] lr: 3.538e-03 eta: 19:57:58 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 8.0373 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.9665 loss: 1.9665 2022/06/26 18:39:28 - mmengine - INFO - Epoch(train) [108][720/3757] lr: 3.538e-03 eta: 19:57:53 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 7.6218 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.7202 loss: 2.7202 2022/06/26 18:39:34 - mmengine - INFO - Epoch(train) [108][740/3757] lr: 3.538e-03 eta: 19:57:48 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 7.4507 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.8472 loss: 1.8472 2022/06/26 18:39:39 - mmengine - INFO - Epoch(train) [108][760/3757] lr: 3.538e-03 eta: 19:57:42 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 7.6400 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1804 loss: 2.1804 2022/06/26 18:39:44 - mmengine - INFO - Epoch(train) [108][780/3757] lr: 3.538e-03 eta: 19:57:37 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 7.5592 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7091 loss: 2.7091 2022/06/26 18:39:49 - mmengine - INFO - Epoch(train) [108][800/3757] lr: 3.538e-03 eta: 19:57:32 time: 0.251 data_time: 0.008 memory: 5036 grad_norm: 9.0557 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.4025 loss: 2.4025 2022/06/26 18:39:54 - mmengine - INFO - Epoch(train) [108][820/3757] lr: 3.538e-03 eta: 19:57:27 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 8.3445 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.5400 loss: 2.5400 2022/06/26 18:39:59 - mmengine - INFO - Epoch(train) [108][840/3757] lr: 3.538e-03 eta: 19:57:21 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 7.8694 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.6964 loss: 2.6964 2022/06/26 18:40:05 - mmengine - INFO - Epoch(train) [108][860/3757] lr: 3.538e-03 eta: 19:57:16 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 7.7990 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1881 loss: 2.1881 2022/06/26 18:40:10 - mmengine - INFO - Epoch(train) [108][880/3757] lr: 3.538e-03 eta: 19:57:11 time: 0.290 data_time: 0.005 memory: 5036 grad_norm: 9.9233 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3216 loss: 2.3216 2022/06/26 18:40:15 - mmengine - INFO - Epoch(train) [108][900/3757] lr: 3.538e-03 eta: 19:57:05 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 7.6520 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5385 loss: 2.5385 2022/06/26 18:40:21 - mmengine - INFO - Epoch(train) [108][920/3757] lr: 3.538e-03 eta: 19:57:00 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 7.9191 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0733 loss: 2.0733 2022/06/26 18:40:26 - mmengine - INFO - Epoch(train) [108][940/3757] lr: 3.538e-03 eta: 19:56:55 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.5801 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.1029 loss: 2.1029 2022/06/26 18:40:31 - mmengine - INFO - Epoch(train) [108][960/3757] lr: 3.538e-03 eta: 19:56:49 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 8.1264 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9716 loss: 1.9716 2022/06/26 18:40:36 - mmengine - INFO - Epoch(train) [108][980/3757] lr: 3.538e-03 eta: 19:56:44 time: 0.256 data_time: 0.010 memory: 5036 grad_norm: 7.1464 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1797 loss: 2.1797 2022/06/26 18:40:41 - mmengine - INFO - Epoch(train) [108][1000/3757] lr: 3.538e-03 eta: 19:56:39 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 7.3714 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.9494 loss: 1.9494 2022/06/26 18:40:42 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 18:40:46 - mmengine - INFO - Epoch(train) [108][1020/3757] lr: 3.538e-03 eta: 19:56:34 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 8.4350 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.0083 loss: 2.0083 2022/06/26 18:40:52 - mmengine - INFO - Epoch(train) [108][1040/3757] lr: 3.538e-03 eta: 19:56:28 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 7.1648 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1597 loss: 2.1597 2022/06/26 18:40:57 - mmengine - INFO - Epoch(train) [108][1060/3757] lr: 3.538e-03 eta: 19:56:23 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.2963 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.1831 loss: 2.1831 2022/06/26 18:41:02 - mmengine - INFO - Epoch(train) [108][1080/3757] lr: 3.538e-03 eta: 19:56:18 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 7.9561 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7028 loss: 2.7028 2022/06/26 18:41:07 - mmengine - INFO - Epoch(train) [108][1100/3757] lr: 3.538e-03 eta: 19:56:12 time: 0.254 data_time: 0.008 memory: 5036 grad_norm: 7.9322 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.0461 loss: 2.0461 2022/06/26 18:41:13 - mmengine - INFO - Epoch(train) [108][1120/3757] lr: 3.538e-03 eta: 19:56:07 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 8.0620 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2342 loss: 2.2342 2022/06/26 18:41:18 - mmengine - INFO - Epoch(train) [108][1140/3757] lr: 3.538e-03 eta: 19:56:02 time: 0.250 data_time: 0.009 memory: 5036 grad_norm: 6.6541 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8462 loss: 1.8462 2022/06/26 18:41:23 - mmengine - INFO - Epoch(train) [108][1160/3757] lr: 3.538e-03 eta: 19:55:57 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 7.1613 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1814 loss: 2.1814 2022/06/26 18:41:29 - mmengine - INFO - Epoch(train) [108][1180/3757] lr: 3.538e-03 eta: 19:55:51 time: 0.294 data_time: 0.020 memory: 5036 grad_norm: 9.0622 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3295 loss: 2.3295 2022/06/26 18:41:34 - mmengine - INFO - Epoch(train) [108][1200/3757] lr: 3.538e-03 eta: 19:55:46 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 9.0666 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5746 loss: 2.5746 2022/06/26 18:41:39 - mmengine - INFO - Epoch(train) [108][1220/3757] lr: 3.538e-03 eta: 19:55:41 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 7.7011 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.9591 loss: 1.9591 2022/06/26 18:41:44 - mmengine - INFO - Epoch(train) [108][1240/3757] lr: 3.538e-03 eta: 19:55:35 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 7.9143 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.9486 loss: 1.9486 2022/06/26 18:41:49 - mmengine - INFO - Epoch(train) [108][1260/3757] lr: 3.538e-03 eta: 19:55:30 time: 0.258 data_time: 0.016 memory: 5036 grad_norm: 8.8456 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.8916 loss: 1.8916 2022/06/26 18:41:54 - mmengine - INFO - Epoch(train) [108][1280/3757] lr: 3.538e-03 eta: 19:55:25 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 9.9390 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4368 loss: 2.4368 2022/06/26 18:42:00 - mmengine - INFO - Epoch(train) [108][1300/3757] lr: 3.538e-03 eta: 19:55:20 time: 0.304 data_time: 0.008 memory: 5036 grad_norm: 8.5199 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2371 loss: 2.2371 2022/06/26 18:42:05 - mmengine - INFO - Epoch(train) [108][1320/3757] lr: 3.538e-03 eta: 19:55:14 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 7.7340 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5214 loss: 2.5214 2022/06/26 18:42:10 - mmengine - INFO - Epoch(train) [108][1340/3757] lr: 3.538e-03 eta: 19:55:09 time: 0.264 data_time: 0.013 memory: 5036 grad_norm: 7.3086 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.3570 loss: 2.3570 2022/06/26 18:42:15 - mmengine - INFO - Epoch(train) [108][1360/3757] lr: 3.538e-03 eta: 19:55:04 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 7.8720 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.1931 loss: 2.1931 2022/06/26 18:42:21 - mmengine - INFO - Epoch(train) [108][1380/3757] lr: 3.538e-03 eta: 19:54:59 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 7.4009 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9732 loss: 1.9732 2022/06/26 18:42:26 - mmengine - INFO - Epoch(train) [108][1400/3757] lr: 3.538e-03 eta: 19:54:53 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 7.9501 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5257 loss: 2.5257 2022/06/26 18:42:31 - mmengine - INFO - Epoch(train) [108][1420/3757] lr: 3.538e-03 eta: 19:54:48 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 7.4454 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.3317 loss: 2.3317 2022/06/26 18:42:37 - mmengine - INFO - Epoch(train) [108][1440/3757] lr: 3.538e-03 eta: 19:54:43 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 10.0303 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5936 loss: 2.5936 2022/06/26 18:42:42 - mmengine - INFO - Epoch(train) [108][1460/3757] lr: 3.538e-03 eta: 19:54:37 time: 0.248 data_time: 0.008 memory: 5036 grad_norm: 8.0392 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1495 loss: 2.1495 2022/06/26 18:42:47 - mmengine - INFO - Epoch(train) [108][1480/3757] lr: 3.538e-03 eta: 19:54:32 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 7.7525 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2954 loss: 2.2954 2022/06/26 18:42:52 - mmengine - INFO - Epoch(train) [108][1500/3757] lr: 3.538e-03 eta: 19:54:27 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 8.1867 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.8570 loss: 2.8570 2022/06/26 18:42:57 - mmengine - INFO - Epoch(train) [108][1520/3757] lr: 3.538e-03 eta: 19:54:21 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 8.6151 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3192 loss: 2.3192 2022/06/26 18:43:03 - mmengine - INFO - Epoch(train) [108][1540/3757] lr: 3.538e-03 eta: 19:54:16 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 8.7951 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.9771 loss: 2.9771 2022/06/26 18:43:08 - mmengine - INFO - Epoch(train) [108][1560/3757] lr: 3.538e-03 eta: 19:54:11 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 9.0830 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6326 loss: 1.6326 2022/06/26 18:43:13 - mmengine - INFO - Epoch(train) [108][1580/3757] lr: 3.538e-03 eta: 19:54:06 time: 0.257 data_time: 0.011 memory: 5036 grad_norm: 9.7798 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3424 loss: 2.3424 2022/06/26 18:43:18 - mmengine - INFO - Epoch(train) [108][1600/3757] lr: 3.538e-03 eta: 19:54:00 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 7.7742 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3032 loss: 2.3032 2022/06/26 18:43:24 - mmengine - INFO - Epoch(train) [108][1620/3757] lr: 3.538e-03 eta: 19:53:55 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 7.1971 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2219 loss: 2.2219 2022/06/26 18:43:29 - mmengine - INFO - Epoch(train) [108][1640/3757] lr: 3.538e-03 eta: 19:53:50 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 7.4317 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4027 loss: 2.4027 2022/06/26 18:43:34 - mmengine - INFO - Epoch(train) [108][1660/3757] lr: 3.538e-03 eta: 19:53:45 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 8.1234 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.2885 loss: 2.2885 2022/06/26 18:43:39 - mmengine - INFO - Epoch(train) [108][1680/3757] lr: 3.538e-03 eta: 19:53:39 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 7.3116 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6958 loss: 1.6958 2022/06/26 18:43:45 - mmengine - INFO - Epoch(train) [108][1700/3757] lr: 3.538e-03 eta: 19:53:34 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 7.7604 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3558 loss: 2.3558 2022/06/26 18:43:50 - mmengine - INFO - Epoch(train) [108][1720/3757] lr: 3.538e-03 eta: 19:53:29 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 7.4079 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0097 loss: 2.0097 2022/06/26 18:43:55 - mmengine - INFO - Epoch(train) [108][1740/3757] lr: 3.538e-03 eta: 19:53:23 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 8.2224 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1490 loss: 2.1490 2022/06/26 18:44:00 - mmengine - INFO - Epoch(train) [108][1760/3757] lr: 3.538e-03 eta: 19:53:18 time: 0.281 data_time: 0.031 memory: 5036 grad_norm: 8.5502 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9166 loss: 1.9166 2022/06/26 18:44:05 - mmengine - INFO - Epoch(train) [108][1780/3757] lr: 3.538e-03 eta: 19:53:13 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 7.6076 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8168 loss: 1.8168 2022/06/26 18:44:10 - mmengine - INFO - Epoch(train) [108][1800/3757] lr: 3.538e-03 eta: 19:53:07 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 7.9945 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1281 loss: 2.1281 2022/06/26 18:44:16 - mmengine - INFO - Epoch(train) [108][1820/3757] lr: 3.538e-03 eta: 19:53:02 time: 0.269 data_time: 0.022 memory: 5036 grad_norm: 7.5612 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.7498 loss: 1.7498 2022/06/26 18:44:21 - mmengine - INFO - Epoch(train) [108][1840/3757] lr: 3.538e-03 eta: 19:52:57 time: 0.258 data_time: 0.010 memory: 5036 grad_norm: 8.4879 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.6892 loss: 2.6892 2022/06/26 18:44:26 - mmengine - INFO - Epoch(train) [108][1860/3757] lr: 3.538e-03 eta: 19:52:51 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 8.9896 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.3441 loss: 2.3441 2022/06/26 18:44:31 - mmengine - INFO - Epoch(train) [108][1880/3757] lr: 3.538e-03 eta: 19:52:46 time: 0.277 data_time: 0.029 memory: 5036 grad_norm: 7.2227 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.1763 loss: 2.1763 2022/06/26 18:44:37 - mmengine - INFO - Epoch(train) [108][1900/3757] lr: 3.538e-03 eta: 19:52:41 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 8.4829 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.2261 loss: 2.2261 2022/06/26 18:44:42 - mmengine - INFO - Epoch(train) [108][1920/3757] lr: 3.538e-03 eta: 19:52:36 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 8.1531 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2577 loss: 2.2577 2022/06/26 18:44:47 - mmengine - INFO - Epoch(train) [108][1940/3757] lr: 3.538e-03 eta: 19:52:30 time: 0.248 data_time: 0.005 memory: 5036 grad_norm: 8.2470 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.2822 loss: 2.2822 2022/06/26 18:44:52 - mmengine - INFO - Epoch(train) [108][1960/3757] lr: 3.538e-03 eta: 19:52:25 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 7.8242 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.1382 loss: 2.1382 2022/06/26 18:44:57 - mmengine - INFO - Epoch(train) [108][1980/3757] lr: 3.538e-03 eta: 19:52:20 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 7.8211 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9956 loss: 1.9956 2022/06/26 18:45:03 - mmengine - INFO - Epoch(train) [108][2000/3757] lr: 3.538e-03 eta: 19:52:14 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 7.6858 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2711 loss: 2.2711 2022/06/26 18:45:03 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 18:45:08 - mmengine - INFO - Epoch(train) [108][2020/3757] lr: 3.538e-03 eta: 19:52:09 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 7.8999 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1438 loss: 2.1438 2022/06/26 18:45:13 - mmengine - INFO - Epoch(train) [108][2040/3757] lr: 3.538e-03 eta: 19:52:04 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 10.0329 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.4455 loss: 2.4455 2022/06/26 18:45:19 - mmengine - INFO - Epoch(train) [108][2060/3757] lr: 3.538e-03 eta: 19:51:59 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 7.8906 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9404 loss: 1.9404 2022/06/26 18:45:24 - mmengine - INFO - Epoch(train) [108][2080/3757] lr: 3.538e-03 eta: 19:51:54 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 8.5942 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.0956 loss: 2.0956 2022/06/26 18:45:29 - mmengine - INFO - Epoch(train) [108][2100/3757] lr: 3.538e-03 eta: 19:51:48 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 9.5508 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2492 loss: 2.2492 2022/06/26 18:45:35 - mmengine - INFO - Epoch(train) [108][2120/3757] lr: 3.538e-03 eta: 19:51:43 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 7.7730 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.9181 loss: 1.9181 2022/06/26 18:45:40 - mmengine - INFO - Epoch(train) [108][2140/3757] lr: 3.538e-03 eta: 19:51:38 time: 0.279 data_time: 0.006 memory: 5036 grad_norm: 7.5324 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1395 loss: 2.1395 2022/06/26 18:45:45 - mmengine - INFO - Epoch(train) [108][2160/3757] lr: 3.538e-03 eta: 19:51:33 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 7.1954 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4736 loss: 2.4736 2022/06/26 18:45:51 - mmengine - INFO - Epoch(train) [108][2180/3757] lr: 3.538e-03 eta: 19:51:27 time: 0.265 data_time: 0.017 memory: 5036 grad_norm: 9.2917 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4082 loss: 2.4082 2022/06/26 18:45:56 - mmengine - INFO - Epoch(train) [108][2200/3757] lr: 3.538e-03 eta: 19:51:22 time: 0.257 data_time: 0.012 memory: 5036 grad_norm: 8.3352 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.4396 loss: 2.4396 2022/06/26 18:46:01 - mmengine - INFO - Epoch(train) [108][2220/3757] lr: 3.538e-03 eta: 19:51:17 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 7.3259 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0570 loss: 2.0570 2022/06/26 18:46:06 - mmengine - INFO - Epoch(train) [108][2240/3757] lr: 3.538e-03 eta: 19:51:11 time: 0.251 data_time: 0.004 memory: 5036 grad_norm: 8.1344 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1055 loss: 2.1055 2022/06/26 18:46:11 - mmengine - INFO - Epoch(train) [108][2260/3757] lr: 3.538e-03 eta: 19:51:06 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 8.1432 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9999 loss: 1.9999 2022/06/26 18:46:16 - mmengine - INFO - Epoch(train) [108][2280/3757] lr: 3.538e-03 eta: 19:51:01 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 8.0633 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0002 loss: 2.0002 2022/06/26 18:46:22 - mmengine - INFO - Epoch(train) [108][2300/3757] lr: 3.538e-03 eta: 19:50:56 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 7.2199 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1254 loss: 2.1254 2022/06/26 18:46:27 - mmengine - INFO - Epoch(train) [108][2320/3757] lr: 3.538e-03 eta: 19:50:50 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 8.1491 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.4262 loss: 2.4262 2022/06/26 18:46:32 - mmengine - INFO - Epoch(train) [108][2340/3757] lr: 3.538e-03 eta: 19:50:45 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 9.6919 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6394 loss: 2.6394 2022/06/26 18:46:37 - mmengine - INFO - Epoch(train) [108][2360/3757] lr: 3.538e-03 eta: 19:50:40 time: 0.252 data_time: 0.010 memory: 5036 grad_norm: 8.1383 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7708 loss: 1.7708 2022/06/26 18:46:43 - mmengine - INFO - Epoch(train) [108][2380/3757] lr: 3.538e-03 eta: 19:50:34 time: 0.258 data_time: 0.011 memory: 5036 grad_norm: 7.9749 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.1096 loss: 2.1096 2022/06/26 18:46:48 - mmengine - INFO - Epoch(train) [108][2400/3757] lr: 3.538e-03 eta: 19:50:29 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 7.6158 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.3507 loss: 2.3507 2022/06/26 18:46:53 - mmengine - INFO - Epoch(train) [108][2420/3757] lr: 3.538e-03 eta: 19:50:24 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 7.3657 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8940 loss: 1.8940 2022/06/26 18:46:58 - mmengine - INFO - Epoch(train) [108][2440/3757] lr: 3.538e-03 eta: 19:50:18 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 8.9773 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2148 loss: 2.2148 2022/06/26 18:47:03 - mmengine - INFO - Epoch(train) [108][2460/3757] lr: 3.538e-03 eta: 19:50:13 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 10.3571 top1_acc: 0.0000 top5_acc: 0.7500 loss_cls: 2.2693 loss: 2.2693 2022/06/26 18:47:09 - mmengine - INFO - Epoch(train) [108][2480/3757] lr: 3.538e-03 eta: 19:50:08 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 6.9641 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1196 loss: 2.1196 2022/06/26 18:47:14 - mmengine - INFO - Epoch(train) [108][2500/3757] lr: 3.538e-03 eta: 19:50:03 time: 0.273 data_time: 0.003 memory: 5036 grad_norm: 8.0486 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6475 loss: 2.6475 2022/06/26 18:47:19 - mmengine - INFO - Epoch(train) [108][2520/3757] lr: 3.538e-03 eta: 19:49:57 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 9.7930 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.3844 loss: 2.3844 2022/06/26 18:47:24 - mmengine - INFO - Epoch(train) [108][2540/3757] lr: 3.538e-03 eta: 19:49:52 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 7.7578 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4830 loss: 2.4830 2022/06/26 18:47:29 - mmengine - INFO - Epoch(train) [108][2560/3757] lr: 3.538e-03 eta: 19:49:47 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 6.8724 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.5498 loss: 2.5498 2022/06/26 18:47:35 - mmengine - INFO - Epoch(train) [108][2580/3757] lr: 3.538e-03 eta: 19:49:41 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 7.3630 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8688 loss: 1.8688 2022/06/26 18:47:40 - mmengine - INFO - Epoch(train) [108][2600/3757] lr: 3.538e-03 eta: 19:49:36 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 8.7654 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1866 loss: 2.1866 2022/06/26 18:47:45 - mmengine - INFO - Epoch(train) [108][2620/3757] lr: 3.538e-03 eta: 19:49:31 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 8.6023 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.7385 loss: 2.7385 2022/06/26 18:47:51 - mmengine - INFO - Epoch(train) [108][2640/3757] lr: 3.538e-03 eta: 19:49:26 time: 0.501 data_time: 0.012 memory: 5036 grad_norm: 7.5217 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2695 loss: 2.2695 2022/06/26 18:47:56 - mmengine - INFO - Epoch(train) [108][2660/3757] lr: 3.538e-03 eta: 19:49:20 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 8.4961 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8802 loss: 1.8802 2022/06/26 18:48:01 - mmengine - INFO - Epoch(train) [108][2680/3757] lr: 3.538e-03 eta: 19:49:15 time: 0.268 data_time: 0.003 memory: 5036 grad_norm: 8.1030 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1457 loss: 2.1457 2022/06/26 18:48:06 - mmengine - INFO - Epoch(train) [108][2700/3757] lr: 3.538e-03 eta: 19:49:10 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 7.4601 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.6090 loss: 2.6090 2022/06/26 18:48:12 - mmengine - INFO - Epoch(train) [108][2720/3757] lr: 3.538e-03 eta: 19:49:05 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 8.2919 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7586 loss: 2.7586 2022/06/26 18:48:17 - mmengine - INFO - Epoch(train) [108][2740/3757] lr: 3.538e-03 eta: 19:49:00 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 8.9898 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.2463 loss: 2.2463 2022/06/26 18:48:23 - mmengine - INFO - Epoch(train) [108][2760/3757] lr: 3.538e-03 eta: 19:48:54 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 8.0022 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1025 loss: 2.1025 2022/06/26 18:48:28 - mmengine - INFO - Epoch(train) [108][2780/3757] lr: 3.538e-03 eta: 19:48:49 time: 0.250 data_time: 0.008 memory: 5036 grad_norm: 9.0687 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7005 loss: 2.7005 2022/06/26 18:48:33 - mmengine - INFO - Epoch(train) [108][2800/3757] lr: 3.538e-03 eta: 19:48:44 time: 0.251 data_time: 0.007 memory: 5036 grad_norm: 7.2713 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8382 loss: 1.8382 2022/06/26 18:48:38 - mmengine - INFO - Epoch(train) [108][2820/3757] lr: 3.538e-03 eta: 19:48:38 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 6.5541 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1016 loss: 2.1016 2022/06/26 18:48:43 - mmengine - INFO - Epoch(train) [108][2840/3757] lr: 3.538e-03 eta: 19:48:33 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 8.3142 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4955 loss: 2.4955 2022/06/26 18:48:49 - mmengine - INFO - Epoch(train) [108][2860/3757] lr: 3.538e-03 eta: 19:48:28 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 8.1501 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3180 loss: 2.3180 2022/06/26 18:48:54 - mmengine - INFO - Epoch(train) [108][2880/3757] lr: 3.538e-03 eta: 19:48:23 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 9.0234 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2231 loss: 2.2231 2022/06/26 18:48:59 - mmengine - INFO - Epoch(train) [108][2900/3757] lr: 3.538e-03 eta: 19:48:17 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 8.5790 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.8175 loss: 1.8175 2022/06/26 18:49:04 - mmengine - INFO - Epoch(train) [108][2920/3757] lr: 3.538e-03 eta: 19:48:12 time: 0.264 data_time: 0.007 memory: 5036 grad_norm: 8.2620 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2192 loss: 2.2192 2022/06/26 18:49:10 - mmengine - INFO - Epoch(train) [108][2940/3757] lr: 3.538e-03 eta: 19:48:07 time: 0.270 data_time: 0.003 memory: 5036 grad_norm: 7.7065 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3987 loss: 2.3987 2022/06/26 18:49:15 - mmengine - INFO - Epoch(train) [108][2960/3757] lr: 3.538e-03 eta: 19:48:01 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 8.1165 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.1827 loss: 2.1827 2022/06/26 18:49:20 - mmengine - INFO - Epoch(train) [108][2980/3757] lr: 3.538e-03 eta: 19:47:56 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 8.6380 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.2438 loss: 2.2438 2022/06/26 18:49:25 - mmengine - INFO - Epoch(train) [108][3000/3757] lr: 3.538e-03 eta: 19:47:51 time: 0.247 data_time: 0.004 memory: 5036 grad_norm: 9.2495 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.9676 loss: 1.9676 2022/06/26 18:49:25 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 18:49:30 - mmengine - INFO - Epoch(train) [108][3020/3757] lr: 3.538e-03 eta: 19:47:45 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 8.2614 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9967 loss: 1.9967 2022/06/26 18:49:36 - mmengine - INFO - Epoch(train) [108][3040/3757] lr: 3.538e-03 eta: 19:47:40 time: 0.254 data_time: 0.008 memory: 5036 grad_norm: 7.7311 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9949 loss: 1.9949 2022/06/26 18:49:41 - mmengine - INFO - Epoch(train) [108][3060/3757] lr: 3.538e-03 eta: 19:47:35 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 7.6297 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.2222 loss: 2.2222 2022/06/26 18:49:46 - mmengine - INFO - Epoch(train) [108][3080/3757] lr: 3.538e-03 eta: 19:47:30 time: 0.256 data_time: 0.010 memory: 5036 grad_norm: 8.5231 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8908 loss: 1.8908 2022/06/26 18:49:51 - mmengine - INFO - Epoch(train) [108][3100/3757] lr: 3.538e-03 eta: 19:47:24 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 9.1083 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 2.0919 loss: 2.0919 2022/06/26 18:49:56 - mmengine - INFO - Epoch(train) [108][3120/3757] lr: 3.538e-03 eta: 19:47:19 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 7.7849 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1872 loss: 2.1872 2022/06/26 18:50:02 - mmengine - INFO - Epoch(train) [108][3140/3757] lr: 3.538e-03 eta: 19:47:14 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 6.9957 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8990 loss: 1.8990 2022/06/26 18:50:07 - mmengine - INFO - Epoch(train) [108][3160/3757] lr: 3.538e-03 eta: 19:47:08 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 9.6850 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.7162 loss: 2.7162 2022/06/26 18:50:12 - mmengine - INFO - Epoch(train) [108][3180/3757] lr: 3.538e-03 eta: 19:47:03 time: 0.248 data_time: 0.007 memory: 5036 grad_norm: 7.9146 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.4197 loss: 2.4197 2022/06/26 18:50:17 - mmengine - INFO - Epoch(train) [108][3200/3757] lr: 3.538e-03 eta: 19:46:58 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 7.3730 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.3186 loss: 2.3186 2022/06/26 18:50:22 - mmengine - INFO - Epoch(train) [108][3220/3757] lr: 3.538e-03 eta: 19:46:53 time: 0.266 data_time: 0.003 memory: 5036 grad_norm: 8.3641 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1477 loss: 2.1477 2022/06/26 18:50:28 - mmengine - INFO - Epoch(train) [108][3240/3757] lr: 3.538e-03 eta: 19:46:47 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 9.7468 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.5365 loss: 2.5365 2022/06/26 18:50:33 - mmengine - INFO - Epoch(train) [108][3260/3757] lr: 3.538e-03 eta: 19:46:42 time: 0.257 data_time: 0.011 memory: 5036 grad_norm: 8.4889 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1750 loss: 2.1750 2022/06/26 18:50:38 - mmengine - INFO - Epoch(train) [108][3280/3757] lr: 3.538e-03 eta: 19:46:37 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 9.1487 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.2989 loss: 2.2989 2022/06/26 18:50:44 - mmengine - INFO - Epoch(train) [108][3300/3757] lr: 3.538e-03 eta: 19:46:32 time: 0.269 data_time: 0.003 memory: 5036 grad_norm: 9.2467 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.0244 loss: 2.0244 2022/06/26 18:50:49 - mmengine - INFO - Epoch(train) [108][3320/3757] lr: 3.538e-03 eta: 19:46:26 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 8.9007 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1245 loss: 2.1245 2022/06/26 18:50:54 - mmengine - INFO - Epoch(train) [108][3340/3757] lr: 3.538e-03 eta: 19:46:21 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 8.6182 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4283 loss: 2.4283 2022/06/26 18:51:00 - mmengine - INFO - Epoch(train) [108][3360/3757] lr: 3.538e-03 eta: 19:46:16 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 9.2304 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0195 loss: 2.0195 2022/06/26 18:51:05 - mmengine - INFO - Epoch(train) [108][3380/3757] lr: 3.538e-03 eta: 19:46:11 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 8.3719 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1692 loss: 2.1692 2022/06/26 18:51:10 - mmengine - INFO - Epoch(train) [108][3400/3757] lr: 3.538e-03 eta: 19:46:05 time: 0.251 data_time: 0.008 memory: 5036 grad_norm: 6.7688 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.0456 loss: 2.0456 2022/06/26 18:51:15 - mmengine - INFO - Epoch(train) [108][3420/3757] lr: 3.538e-03 eta: 19:46:00 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 9.2218 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4309 loss: 2.4309 2022/06/26 18:51:20 - mmengine - INFO - Epoch(train) [108][3440/3757] lr: 3.538e-03 eta: 19:45:55 time: 0.250 data_time: 0.009 memory: 5036 grad_norm: 7.7741 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.5998 loss: 2.5998 2022/06/26 18:51:26 - mmengine - INFO - Epoch(train) [108][3460/3757] lr: 3.538e-03 eta: 19:45:50 time: 0.260 data_time: 0.009 memory: 5036 grad_norm: 7.2434 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4928 loss: 2.4928 2022/06/26 18:51:31 - mmengine - INFO - Epoch(train) [108][3480/3757] lr: 3.538e-03 eta: 19:45:44 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 8.4011 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9537 loss: 1.9537 2022/06/26 18:51:36 - mmengine - INFO - Epoch(train) [108][3500/3757] lr: 3.538e-03 eta: 19:45:39 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 8.1967 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.0237 loss: 2.0237 2022/06/26 18:51:42 - mmengine - INFO - Epoch(train) [108][3520/3757] lr: 3.538e-03 eta: 19:45:34 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 7.6502 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2418 loss: 2.2418 2022/06/26 18:51:47 - mmengine - INFO - Epoch(train) [108][3540/3757] lr: 3.538e-03 eta: 19:45:28 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 8.3040 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.2129 loss: 2.2129 2022/06/26 18:51:52 - mmengine - INFO - Epoch(train) [108][3560/3757] lr: 3.538e-03 eta: 19:45:23 time: 0.257 data_time: 0.010 memory: 5036 grad_norm: 7.7197 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.4114 loss: 2.4114 2022/06/26 18:51:57 - mmengine - INFO - Epoch(train) [108][3580/3757] lr: 3.538e-03 eta: 19:45:18 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.0105 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1382 loss: 2.1382 2022/06/26 18:52:02 - mmengine - INFO - Epoch(train) [108][3600/3757] lr: 3.538e-03 eta: 19:45:13 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 8.6667 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1268 loss: 2.1268 2022/06/26 18:52:08 - mmengine - INFO - Epoch(train) [108][3620/3757] lr: 3.538e-03 eta: 19:45:07 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 8.6475 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.1082 loss: 2.1082 2022/06/26 18:52:13 - mmengine - INFO - Epoch(train) [108][3640/3757] lr: 3.538e-03 eta: 19:45:02 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 7.6372 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2618 loss: 2.2618 2022/06/26 18:52:18 - mmengine - INFO - Epoch(train) [108][3660/3757] lr: 3.538e-03 eta: 19:44:57 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 8.1380 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.3764 loss: 2.3764 2022/06/26 18:52:24 - mmengine - INFO - Epoch(train) [108][3680/3757] lr: 3.538e-03 eta: 19:44:51 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 8.7831 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3576 loss: 2.3576 2022/06/26 18:52:29 - mmengine - INFO - Epoch(train) [108][3700/3757] lr: 3.538e-03 eta: 19:44:46 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 7.7141 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1083 loss: 2.1083 2022/06/26 18:52:34 - mmengine - INFO - Epoch(train) [108][3720/3757] lr: 3.538e-03 eta: 19:44:41 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 7.7533 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.0592 loss: 2.0592 2022/06/26 18:52:39 - mmengine - INFO - Epoch(train) [108][3740/3757] lr: 3.538e-03 eta: 19:44:35 time: 0.238 data_time: 0.006 memory: 5036 grad_norm: 8.3756 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7355 loss: 2.7355 2022/06/26 18:52:43 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 18:52:43 - mmengine - INFO - Saving checkpoint at 108 epochs 2022/06/26 18:52:56 - mmengine - INFO - Epoch(val) [108][20/310] eta: 0:01:41 time: 0.114 data_time: 0.011 memory: 5036 2022/06/26 18:53:01 - mmengine - INFO - Epoch(val) [108][40/310] eta: 0:01:42 time: 0.105 data_time: 0.002 memory: 1723 2022/06/26 18:53:06 - mmengine - INFO - Epoch(val) [108][60/310] eta: 0:00:26 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 18:53:10 - mmengine - INFO - Epoch(val) [108][80/310] eta: 0:00:24 time: 0.103 data_time: 0.002 memory: 1723 2022/06/26 18:53:18 - mmengine - INFO - Epoch(val) [108][100/310] eta: 0:01:16 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 18:53:22 - mmengine - INFO - Epoch(val) [108][120/310] eta: 0:01:02 time: 0.137 data_time: 0.039 memory: 1723 2022/06/26 18:53:27 - mmengine - INFO - Epoch(val) [108][140/310] eta: 0:00:22 time: 0.108 data_time: 0.001 memory: 1723 2022/06/26 18:53:31 - mmengine - INFO - Epoch(val) [108][160/310] eta: 0:00:15 time: 0.108 data_time: 0.001 memory: 1723 2022/06/26 18:53:38 - mmengine - INFO - Epoch(val) [108][180/310] eta: 0:00:47 time: 0.104 data_time: 0.001 memory: 1723 2022/06/26 18:53:43 - mmengine - INFO - Epoch(val) [108][200/310] eta: 0:00:39 time: 0.106 data_time: 0.005 memory: 1723 2022/06/26 18:53:48 - mmengine - INFO - Epoch(val) [108][220/310] eta: 0:00:09 time: 0.103 data_time: 0.002 memory: 1723 2022/06/26 18:53:52 - mmengine - INFO - Epoch(val) [108][240/310] eta: 0:00:07 time: 0.107 data_time: 0.001 memory: 1723 2022/06/26 18:53:59 - mmengine - INFO - Epoch(val) [108][260/310] eta: 0:00:18 time: 0.104 data_time: 0.002 memory: 1723 2022/06/26 18:54:03 - mmengine - INFO - Epoch(val) [108][280/310] eta: 0:00:07 time: 0.129 data_time: 0.009 memory: 1723 2022/06/26 18:54:05 - mmengine - INFO - Epoch(val) [108][300/310] eta: 0:00:01 time: 0.097 data_time: 0.001 memory: 1723 2022/06/26 18:54:07 - mmengine - INFO - Epoch(val) [108][310/310] acc/top1: 0.5505 acc/top5: 0.7893 acc/mean1: 0.5505 2022/06/26 18:54:17 - mmengine - INFO - Epoch(train) [109][20/3757] lr: 3.455e-03 eta: 19:44:27 time: 0.270 data_time: 0.027 memory: 5036 grad_norm: 8.8641 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0977 loss: 2.0977 2022/06/26 18:54:23 - mmengine - INFO - Epoch(train) [109][40/3757] lr: 3.455e-03 eta: 19:44:22 time: 0.271 data_time: 0.008 memory: 5036 grad_norm: 9.8521 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.0573 loss: 2.0573 2022/06/26 18:54:28 - mmengine - INFO - Epoch(train) [109][60/3757] lr: 3.455e-03 eta: 19:44:17 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 7.3385 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.1163 loss: 2.1163 2022/06/26 18:54:33 - mmengine - INFO - Epoch(train) [109][80/3757] lr: 3.455e-03 eta: 19:44:12 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 7.9420 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.0393 loss: 2.0393 2022/06/26 18:54:38 - mmengine - INFO - Epoch(train) [109][100/3757] lr: 3.455e-03 eta: 19:44:06 time: 0.259 data_time: 0.012 memory: 5036 grad_norm: 7.5669 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.1519 loss: 2.1519 2022/06/26 18:54:44 - mmengine - INFO - Epoch(train) [109][120/3757] lr: 3.455e-03 eta: 19:44:01 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 7.8272 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.0444 loss: 2.0444 2022/06/26 18:54:49 - mmengine - INFO - Epoch(train) [109][140/3757] lr: 3.455e-03 eta: 19:43:56 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 7.7656 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2934 loss: 2.2934 2022/06/26 18:54:54 - mmengine - INFO - Epoch(train) [109][160/3757] lr: 3.455e-03 eta: 19:43:51 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 6.9936 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.3466 loss: 2.3466 2022/06/26 18:54:59 - mmengine - INFO - Epoch(train) [109][180/3757] lr: 3.455e-03 eta: 19:43:45 time: 0.261 data_time: 0.020 memory: 5036 grad_norm: 8.6018 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.1611 loss: 2.1611 2022/06/26 18:55:05 - mmengine - INFO - Epoch(train) [109][200/3757] lr: 3.455e-03 eta: 19:43:40 time: 0.265 data_time: 0.025 memory: 5036 grad_norm: 7.9491 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0375 loss: 2.0375 2022/06/26 18:55:10 - mmengine - INFO - Epoch(train) [109][220/3757] lr: 3.455e-03 eta: 19:43:35 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 8.2122 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.5456 loss: 2.5456 2022/06/26 18:55:15 - mmengine - INFO - Epoch(train) [109][240/3757] lr: 3.455e-03 eta: 19:43:30 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 8.4804 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5835 loss: 2.5835 2022/06/26 18:55:17 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 18:55:21 - mmengine - INFO - Epoch(train) [109][260/3757] lr: 3.455e-03 eta: 19:43:24 time: 0.257 data_time: 0.015 memory: 5036 grad_norm: 8.0791 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.3676 loss: 2.3676 2022/06/26 18:55:26 - mmengine - INFO - Epoch(train) [109][280/3757] lr: 3.455e-03 eta: 19:43:19 time: 0.262 data_time: 0.011 memory: 5036 grad_norm: 9.1436 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3847 loss: 2.3847 2022/06/26 18:55:32 - mmengine - INFO - Epoch(train) [109][300/3757] lr: 3.455e-03 eta: 19:43:14 time: 0.294 data_time: 0.003 memory: 5036 grad_norm: 7.4100 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.0772 loss: 2.0772 2022/06/26 18:55:37 - mmengine - INFO - Epoch(train) [109][320/3757] lr: 3.455e-03 eta: 19:43:09 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 8.2761 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.2332 loss: 2.2332 2022/06/26 18:55:42 - mmengine - INFO - Epoch(train) [109][340/3757] lr: 3.455e-03 eta: 19:43:04 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 8.3486 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3334 loss: 2.3334 2022/06/26 18:55:48 - mmengine - INFO - Epoch(train) [109][360/3757] lr: 3.455e-03 eta: 19:42:58 time: 0.275 data_time: 0.016 memory: 5036 grad_norm: 7.7208 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2796 loss: 2.2796 2022/06/26 18:55:53 - mmengine - INFO - Epoch(train) [109][380/3757] lr: 3.455e-03 eta: 19:42:53 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 6.8461 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9735 loss: 1.9735 2022/06/26 18:55:58 - mmengine - INFO - Epoch(train) [109][400/3757] lr: 3.455e-03 eta: 19:42:48 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 8.4639 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1583 loss: 2.1583 2022/06/26 18:56:04 - mmengine - INFO - Epoch(train) [109][420/3757] lr: 3.455e-03 eta: 19:42:43 time: 0.254 data_time: 0.010 memory: 5036 grad_norm: 7.9912 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.0259 loss: 2.0259 2022/06/26 18:56:09 - mmengine - INFO - Epoch(train) [109][440/3757] lr: 3.455e-03 eta: 19:42:38 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 8.9142 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1685 loss: 2.1685 2022/06/26 18:56:14 - mmengine - INFO - Epoch(train) [109][460/3757] lr: 3.455e-03 eta: 19:42:32 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 7.9833 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0355 loss: 2.0355 2022/06/26 18:56:19 - mmengine - INFO - Epoch(train) [109][480/3757] lr: 3.455e-03 eta: 19:42:27 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 8.0078 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.1122 loss: 2.1122 2022/06/26 18:56:25 - mmengine - INFO - Epoch(train) [109][500/3757] lr: 3.455e-03 eta: 19:42:22 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 9.0661 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.8394 loss: 1.8394 2022/06/26 18:56:30 - mmengine - INFO - Epoch(train) [109][520/3757] lr: 3.455e-03 eta: 19:42:16 time: 0.271 data_time: 0.007 memory: 5036 grad_norm: 9.5032 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5153 loss: 2.5153 2022/06/26 18:56:35 - mmengine - INFO - Epoch(train) [109][540/3757] lr: 3.455e-03 eta: 19:42:11 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 9.0227 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0736 loss: 2.0736 2022/06/26 18:56:40 - mmengine - INFO - Epoch(train) [109][560/3757] lr: 3.455e-03 eta: 19:42:06 time: 0.256 data_time: 0.010 memory: 5036 grad_norm: 7.8902 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.1771 loss: 2.1771 2022/06/26 18:56:45 - mmengine - INFO - Epoch(train) [109][580/3757] lr: 3.455e-03 eta: 19:42:01 time: 0.259 data_time: 0.013 memory: 5036 grad_norm: 7.9445 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.4047 loss: 2.4047 2022/06/26 18:56:51 - mmengine - INFO - Epoch(train) [109][600/3757] lr: 3.455e-03 eta: 19:41:55 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 7.8949 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.4380 loss: 2.4380 2022/06/26 18:56:56 - mmengine - INFO - Epoch(train) [109][620/3757] lr: 3.455e-03 eta: 19:41:50 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 7.5040 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.3950 loss: 2.3950 2022/06/26 18:57:02 - mmengine - INFO - Epoch(train) [109][640/3757] lr: 3.455e-03 eta: 19:41:45 time: 0.277 data_time: 0.026 memory: 5036 grad_norm: 7.0588 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0450 loss: 2.0450 2022/06/26 18:57:07 - mmengine - INFO - Epoch(train) [109][660/3757] lr: 3.455e-03 eta: 19:41:40 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 9.0757 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.2679 loss: 2.2679 2022/06/26 18:57:12 - mmengine - INFO - Epoch(train) [109][680/3757] lr: 3.455e-03 eta: 19:41:34 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 7.4134 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4076 loss: 2.4076 2022/06/26 18:57:17 - mmengine - INFO - Epoch(train) [109][700/3757] lr: 3.455e-03 eta: 19:41:29 time: 0.261 data_time: 0.012 memory: 5036 grad_norm: 8.7134 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.3050 loss: 2.3050 2022/06/26 18:57:23 - mmengine - INFO - Epoch(train) [109][720/3757] lr: 3.455e-03 eta: 19:41:24 time: 0.262 data_time: 0.008 memory: 5036 grad_norm: 7.8838 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1185 loss: 2.1185 2022/06/26 18:57:28 - mmengine - INFO - Epoch(train) [109][740/3757] lr: 3.455e-03 eta: 19:41:19 time: 0.253 data_time: 0.008 memory: 5036 grad_norm: 8.3073 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1881 loss: 2.1881 2022/06/26 18:57:33 - mmengine - INFO - Epoch(train) [109][760/3757] lr: 3.455e-03 eta: 19:41:13 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 8.6722 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.0709 loss: 2.0709 2022/06/26 18:57:38 - mmengine - INFO - Epoch(train) [109][780/3757] lr: 3.455e-03 eta: 19:41:08 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 7.9890 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.4053 loss: 2.4053 2022/06/26 18:57:44 - mmengine - INFO - Epoch(train) [109][800/3757] lr: 3.455e-03 eta: 19:41:03 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 8.2676 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.0234 loss: 2.0234 2022/06/26 18:57:49 - mmengine - INFO - Epoch(train) [109][820/3757] lr: 3.455e-03 eta: 19:40:58 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 8.3061 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9385 loss: 1.9385 2022/06/26 18:57:54 - mmengine - INFO - Epoch(train) [109][840/3757] lr: 3.455e-03 eta: 19:40:52 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 8.2225 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.3704 loss: 2.3704 2022/06/26 18:57:59 - mmengine - INFO - Epoch(train) [109][860/3757] lr: 3.455e-03 eta: 19:40:47 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 7.1621 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.2784 loss: 2.2784 2022/06/26 18:58:04 - mmengine - INFO - Epoch(train) [109][880/3757] lr: 3.455e-03 eta: 19:40:42 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 7.8762 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3018 loss: 2.3018 2022/06/26 18:58:10 - mmengine - INFO - Epoch(train) [109][900/3757] lr: 3.455e-03 eta: 19:40:36 time: 0.254 data_time: 0.010 memory: 5036 grad_norm: 8.1457 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.3090 loss: 2.3090 2022/06/26 18:58:15 - mmengine - INFO - Epoch(train) [109][920/3757] lr: 3.455e-03 eta: 19:40:31 time: 0.266 data_time: 0.006 memory: 5036 grad_norm: 8.5984 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.6725 loss: 2.6725 2022/06/26 18:58:20 - mmengine - INFO - Epoch(train) [109][940/3757] lr: 3.455e-03 eta: 19:40:26 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 9.1126 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7412 loss: 1.7412 2022/06/26 18:58:25 - mmengine - INFO - Epoch(train) [109][960/3757] lr: 3.455e-03 eta: 19:40:20 time: 0.256 data_time: 0.008 memory: 5036 grad_norm: 9.2752 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9669 loss: 1.9669 2022/06/26 18:58:31 - mmengine - INFO - Epoch(train) [109][980/3757] lr: 3.455e-03 eta: 19:40:15 time: 0.271 data_time: 0.003 memory: 5036 grad_norm: 7.1787 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8440 loss: 1.8440 2022/06/26 18:58:36 - mmengine - INFO - Epoch(train) [109][1000/3757] lr: 3.455e-03 eta: 19:40:10 time: 0.257 data_time: 0.012 memory: 5036 grad_norm: 8.6211 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1062 loss: 2.1062 2022/06/26 18:58:41 - mmengine - INFO - Epoch(train) [109][1020/3757] lr: 3.455e-03 eta: 19:40:05 time: 0.320 data_time: 0.006 memory: 5036 grad_norm: 9.8998 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8124 loss: 1.8124 2022/06/26 18:58:47 - mmengine - INFO - Epoch(train) [109][1040/3757] lr: 3.455e-03 eta: 19:40:00 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 8.5847 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1036 loss: 2.1036 2022/06/26 18:58:52 - mmengine - INFO - Epoch(train) [109][1060/3757] lr: 3.455e-03 eta: 19:39:54 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 8.6688 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2080 loss: 2.2080 2022/06/26 18:58:57 - mmengine - INFO - Epoch(train) [109][1080/3757] lr: 3.455e-03 eta: 19:39:49 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 8.0060 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.1889 loss: 2.1889 2022/06/26 18:59:02 - mmengine - INFO - Epoch(train) [109][1100/3757] lr: 3.455e-03 eta: 19:39:44 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 7.9485 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0180 loss: 2.0180 2022/06/26 18:59:08 - mmengine - INFO - Epoch(train) [109][1120/3757] lr: 3.455e-03 eta: 19:39:38 time: 0.259 data_time: 0.013 memory: 5036 grad_norm: 9.4346 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.1344 loss: 2.1344 2022/06/26 18:59:13 - mmengine - INFO - Epoch(train) [109][1140/3757] lr: 3.455e-03 eta: 19:39:33 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 8.1708 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1254 loss: 2.1254 2022/06/26 18:59:18 - mmengine - INFO - Epoch(train) [109][1160/3757] lr: 3.455e-03 eta: 19:39:28 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 7.5575 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2097 loss: 2.2097 2022/06/26 18:59:23 - mmengine - INFO - Epoch(train) [109][1180/3757] lr: 3.455e-03 eta: 19:39:23 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 8.1685 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1626 loss: 2.1626 2022/06/26 18:59:29 - mmengine - INFO - Epoch(train) [109][1200/3757] lr: 3.455e-03 eta: 19:39:17 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 9.0380 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.3573 loss: 2.3573 2022/06/26 18:59:34 - mmengine - INFO - Epoch(train) [109][1220/3757] lr: 3.455e-03 eta: 19:39:12 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 7.5121 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8805 loss: 1.8805 2022/06/26 18:59:39 - mmengine - INFO - Epoch(train) [109][1240/3757] lr: 3.455e-03 eta: 19:39:07 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 7.4958 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.2399 loss: 2.2399 2022/06/26 18:59:40 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 18:59:44 - mmengine - INFO - Epoch(train) [109][1260/3757] lr: 3.455e-03 eta: 19:39:02 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 9.1822 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.1965 loss: 2.1965 2022/06/26 18:59:50 - mmengine - INFO - Epoch(train) [109][1280/3757] lr: 3.455e-03 eta: 19:38:56 time: 0.268 data_time: 0.003 memory: 5036 grad_norm: 8.1714 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.1698 loss: 2.1698 2022/06/26 18:59:55 - mmengine - INFO - Epoch(train) [109][1300/3757] lr: 3.455e-03 eta: 19:38:51 time: 0.255 data_time: 0.010 memory: 5036 grad_norm: 7.6784 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0275 loss: 2.0275 2022/06/26 19:00:00 - mmengine - INFO - Epoch(train) [109][1320/3757] lr: 3.455e-03 eta: 19:38:46 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 8.5553 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3449 loss: 2.3449 2022/06/26 19:00:05 - mmengine - INFO - Epoch(train) [109][1340/3757] lr: 3.455e-03 eta: 19:38:41 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 7.3385 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.8995 loss: 1.8995 2022/06/26 19:00:11 - mmengine - INFO - Epoch(train) [109][1360/3757] lr: 3.455e-03 eta: 19:38:35 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 9.5118 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.0976 loss: 2.0976 2022/06/26 19:00:16 - mmengine - INFO - Epoch(train) [109][1380/3757] lr: 3.455e-03 eta: 19:38:30 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 7.2246 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.2803 loss: 2.2803 2022/06/26 19:00:21 - mmengine - INFO - Epoch(train) [109][1400/3757] lr: 3.455e-03 eta: 19:38:25 time: 0.247 data_time: 0.007 memory: 5036 grad_norm: 6.7294 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3174 loss: 2.3174 2022/06/26 19:00:27 - mmengine - INFO - Epoch(train) [109][1420/3757] lr: 3.455e-03 eta: 19:38:20 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 9.4600 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.0331 loss: 2.0331 2022/06/26 19:00:32 - mmengine - INFO - Epoch(train) [109][1440/3757] lr: 3.455e-03 eta: 19:38:14 time: 0.250 data_time: 0.007 memory: 5036 grad_norm: 8.2964 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.5081 loss: 2.5081 2022/06/26 19:00:37 - mmengine - INFO - Epoch(train) [109][1460/3757] lr: 3.455e-03 eta: 19:38:09 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 7.4813 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.4197 loss: 2.4197 2022/06/26 19:00:42 - mmengine - INFO - Epoch(train) [109][1480/3757] lr: 3.455e-03 eta: 19:38:04 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.6928 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.2964 loss: 2.2964 2022/06/26 19:00:47 - mmengine - INFO - Epoch(train) [109][1500/3757] lr: 3.455e-03 eta: 19:37:58 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 8.5720 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.1833 loss: 2.1833 2022/06/26 19:00:53 - mmengine - INFO - Epoch(train) [109][1520/3757] lr: 3.455e-03 eta: 19:37:53 time: 0.253 data_time: 0.010 memory: 5036 grad_norm: 7.8190 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5275 loss: 1.5275 2022/06/26 19:00:58 - mmengine - INFO - Epoch(train) [109][1540/3757] lr: 3.455e-03 eta: 19:37:48 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 8.6479 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.0163 loss: 2.0163 2022/06/26 19:01:03 - mmengine - INFO - Epoch(train) [109][1560/3757] lr: 3.455e-03 eta: 19:37:42 time: 0.259 data_time: 0.016 memory: 5036 grad_norm: 9.1251 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1065 loss: 2.1065 2022/06/26 19:01:08 - mmengine - INFO - Epoch(train) [109][1580/3757] lr: 3.455e-03 eta: 19:37:37 time: 0.250 data_time: 0.009 memory: 5036 grad_norm: 7.2396 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2054 loss: 2.2054 2022/06/26 19:01:13 - mmengine - INFO - Epoch(train) [109][1600/3757] lr: 3.455e-03 eta: 19:37:32 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 8.4338 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.4297 loss: 2.4297 2022/06/26 19:01:19 - mmengine - INFO - Epoch(train) [109][1620/3757] lr: 3.455e-03 eta: 19:37:26 time: 0.254 data_time: 0.012 memory: 5036 grad_norm: 7.7696 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.1907 loss: 2.1907 2022/06/26 19:01:24 - mmengine - INFO - Epoch(train) [109][1640/3757] lr: 3.455e-03 eta: 19:37:21 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 7.5025 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5759 loss: 2.5759 2022/06/26 19:01:29 - mmengine - INFO - Epoch(train) [109][1660/3757] lr: 3.455e-03 eta: 19:37:16 time: 0.259 data_time: 0.009 memory: 5036 grad_norm: 8.6899 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1588 loss: 2.1588 2022/06/26 19:01:34 - mmengine - INFO - Epoch(train) [109][1680/3757] lr: 3.455e-03 eta: 19:37:11 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 9.1271 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4015 loss: 2.4015 2022/06/26 19:01:40 - mmengine - INFO - Epoch(train) [109][1700/3757] lr: 3.455e-03 eta: 19:37:05 time: 0.254 data_time: 0.013 memory: 5036 grad_norm: 7.1638 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.9389 loss: 1.9389 2022/06/26 19:01:45 - mmengine - INFO - Epoch(train) [109][1720/3757] lr: 3.455e-03 eta: 19:37:00 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 8.2620 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.2373 loss: 2.2373 2022/06/26 19:01:50 - mmengine - INFO - Epoch(train) [109][1740/3757] lr: 3.455e-03 eta: 19:36:55 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 8.1208 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0236 loss: 2.0236 2022/06/26 19:01:55 - mmengine - INFO - Epoch(train) [109][1760/3757] lr: 3.455e-03 eta: 19:36:50 time: 0.275 data_time: 0.007 memory: 5036 grad_norm: 8.9081 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8792 loss: 1.8792 2022/06/26 19:02:01 - mmengine - INFO - Epoch(train) [109][1780/3757] lr: 3.455e-03 eta: 19:36:44 time: 0.261 data_time: 0.008 memory: 5036 grad_norm: 7.7863 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4427 loss: 2.4427 2022/06/26 19:02:06 - mmengine - INFO - Epoch(train) [109][1800/3757] lr: 3.455e-03 eta: 19:36:39 time: 0.267 data_time: 0.006 memory: 5036 grad_norm: 6.8804 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2622 loss: 2.2622 2022/06/26 19:02:12 - mmengine - INFO - Epoch(train) [109][1820/3757] lr: 3.455e-03 eta: 19:36:34 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 9.2851 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.1571 loss: 2.1571 2022/06/26 19:02:17 - mmengine - INFO - Epoch(train) [109][1840/3757] lr: 3.455e-03 eta: 19:36:29 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 8.6462 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8459 loss: 1.8459 2022/06/26 19:02:22 - mmengine - INFO - Epoch(train) [109][1860/3757] lr: 3.455e-03 eta: 19:36:23 time: 0.304 data_time: 0.021 memory: 5036 grad_norm: 7.2245 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.8936 loss: 1.8936 2022/06/26 19:02:27 - mmengine - INFO - Epoch(train) [109][1880/3757] lr: 3.455e-03 eta: 19:36:18 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 8.5626 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5736 loss: 1.5736 2022/06/26 19:02:32 - mmengine - INFO - Epoch(train) [109][1900/3757] lr: 3.455e-03 eta: 19:36:13 time: 0.258 data_time: 0.013 memory: 5036 grad_norm: 8.6042 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.4179 loss: 2.4179 2022/06/26 19:02:38 - mmengine - INFO - Epoch(train) [109][1920/3757] lr: 3.455e-03 eta: 19:36:08 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 9.2085 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5452 loss: 2.5452 2022/06/26 19:02:43 - mmengine - INFO - Epoch(train) [109][1940/3757] lr: 3.455e-03 eta: 19:36:02 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 9.0271 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1124 loss: 2.1124 2022/06/26 19:02:48 - mmengine - INFO - Epoch(train) [109][1960/3757] lr: 3.455e-03 eta: 19:35:57 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 8.3311 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.1654 loss: 2.1654 2022/06/26 19:02:53 - mmengine - INFO - Epoch(train) [109][1980/3757] lr: 3.455e-03 eta: 19:35:52 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 8.2584 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1411 loss: 2.1411 2022/06/26 19:02:58 - mmengine - INFO - Epoch(train) [109][2000/3757] lr: 3.455e-03 eta: 19:35:46 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 8.5055 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9576 loss: 1.9576 2022/06/26 19:03:04 - mmengine - INFO - Epoch(train) [109][2020/3757] lr: 3.455e-03 eta: 19:35:41 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 8.3133 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0047 loss: 2.0047 2022/06/26 19:03:09 - mmengine - INFO - Epoch(train) [109][2040/3757] lr: 3.455e-03 eta: 19:35:36 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 7.4762 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2940 loss: 2.2940 2022/06/26 19:03:14 - mmengine - INFO - Epoch(train) [109][2060/3757] lr: 3.455e-03 eta: 19:35:31 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 8.0690 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5898 loss: 2.5898 2022/06/26 19:03:19 - mmengine - INFO - Epoch(train) [109][2080/3757] lr: 3.455e-03 eta: 19:35:25 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 7.1832 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2054 loss: 2.2054 2022/06/26 19:03:25 - mmengine - INFO - Epoch(train) [109][2100/3757] lr: 3.455e-03 eta: 19:35:20 time: 0.253 data_time: 0.010 memory: 5036 grad_norm: 8.2215 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1326 loss: 2.1326 2022/06/26 19:03:30 - mmengine - INFO - Epoch(train) [109][2120/3757] lr: 3.455e-03 eta: 19:35:15 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 10.1778 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3335 loss: 2.3335 2022/06/26 19:03:35 - mmengine - INFO - Epoch(train) [109][2140/3757] lr: 3.455e-03 eta: 19:35:09 time: 0.260 data_time: 0.009 memory: 5036 grad_norm: 9.3626 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.0648 loss: 2.0648 2022/06/26 19:03:40 - mmengine - INFO - Epoch(train) [109][2160/3757] lr: 3.455e-03 eta: 19:35:04 time: 0.248 data_time: 0.008 memory: 5036 grad_norm: 8.5568 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1502 loss: 2.1502 2022/06/26 19:03:46 - mmengine - INFO - Epoch(train) [109][2180/3757] lr: 3.455e-03 eta: 19:34:59 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 9.2629 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0390 loss: 2.0390 2022/06/26 19:03:51 - mmengine - INFO - Epoch(train) [109][2200/3757] lr: 3.455e-03 eta: 19:34:54 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 7.2572 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4872 loss: 1.4872 2022/06/26 19:03:56 - mmengine - INFO - Epoch(train) [109][2220/3757] lr: 3.455e-03 eta: 19:34:48 time: 0.257 data_time: 0.011 memory: 5036 grad_norm: 7.8077 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.2414 loss: 2.2414 2022/06/26 19:04:01 - mmengine - INFO - Epoch(train) [109][2240/3757] lr: 3.455e-03 eta: 19:34:43 time: 0.260 data_time: 0.009 memory: 5036 grad_norm: 8.7790 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.2290 loss: 2.2290 2022/06/26 19:04:02 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 19:04:07 - mmengine - INFO - Epoch(train) [109][2260/3757] lr: 3.455e-03 eta: 19:34:38 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 8.5006 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4127 loss: 2.4127 2022/06/26 19:04:12 - mmengine - INFO - Epoch(train) [109][2280/3757] lr: 3.455e-03 eta: 19:34:32 time: 0.268 data_time: 0.003 memory: 5036 grad_norm: 8.4575 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.0106 loss: 2.0106 2022/06/26 19:04:17 - mmengine - INFO - Epoch(train) [109][2300/3757] lr: 3.455e-03 eta: 19:34:27 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 8.5028 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0149 loss: 2.0149 2022/06/26 19:04:22 - mmengine - INFO - Epoch(train) [109][2320/3757] lr: 3.455e-03 eta: 19:34:22 time: 0.274 data_time: 0.003 memory: 5036 grad_norm: 8.6889 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.1934 loss: 2.1934 2022/06/26 19:04:27 - mmengine - INFO - Epoch(train) [109][2340/3757] lr: 3.455e-03 eta: 19:34:17 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 8.5326 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.1938 loss: 2.1938 2022/06/26 19:04:33 - mmengine - INFO - Epoch(train) [109][2360/3757] lr: 3.455e-03 eta: 19:34:11 time: 0.255 data_time: 0.012 memory: 5036 grad_norm: 7.5460 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3227 loss: 2.3227 2022/06/26 19:04:38 - mmengine - INFO - Epoch(train) [109][2380/3757] lr: 3.455e-03 eta: 19:34:06 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 9.0441 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.3939 loss: 2.3939 2022/06/26 19:04:43 - mmengine - INFO - Epoch(train) [109][2400/3757] lr: 3.455e-03 eta: 19:34:01 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 7.8287 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6507 loss: 2.6507 2022/06/26 19:04:49 - mmengine - INFO - Epoch(train) [109][2420/3757] lr: 3.455e-03 eta: 19:33:56 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 8.4916 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.0448 loss: 2.0448 2022/06/26 19:04:54 - mmengine - INFO - Epoch(train) [109][2440/3757] lr: 3.455e-03 eta: 19:33:50 time: 0.256 data_time: 0.008 memory: 5036 grad_norm: 8.0190 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6628 loss: 1.6628 2022/06/26 19:04:59 - mmengine - INFO - Epoch(train) [109][2460/3757] lr: 3.455e-03 eta: 19:33:45 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 8.5508 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.6437 loss: 2.6437 2022/06/26 19:05:05 - mmengine - INFO - Epoch(train) [109][2480/3757] lr: 3.455e-03 eta: 19:33:40 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 8.5385 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.3454 loss: 2.3454 2022/06/26 19:05:10 - mmengine - INFO - Epoch(train) [109][2500/3757] lr: 3.455e-03 eta: 19:33:35 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 8.6401 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5570 loss: 2.5570 2022/06/26 19:05:15 - mmengine - INFO - Epoch(train) [109][2520/3757] lr: 3.455e-03 eta: 19:33:29 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 7.6071 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5353 loss: 2.5353 2022/06/26 19:05:20 - mmengine - INFO - Epoch(train) [109][2540/3757] lr: 3.455e-03 eta: 19:33:24 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 7.5761 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6377 loss: 2.6377 2022/06/26 19:05:25 - mmengine - INFO - Epoch(train) [109][2560/3757] lr: 3.455e-03 eta: 19:33:19 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 7.6726 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9041 loss: 1.9041 2022/06/26 19:05:31 - mmengine - INFO - Epoch(train) [109][2580/3757] lr: 3.455e-03 eta: 19:33:13 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 8.6016 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.4490 loss: 2.4490 2022/06/26 19:05:36 - mmengine - INFO - Epoch(train) [109][2600/3757] lr: 3.455e-03 eta: 19:33:08 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 8.3371 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.8263 loss: 1.8263 2022/06/26 19:05:41 - mmengine - INFO - Epoch(train) [109][2620/3757] lr: 3.455e-03 eta: 19:33:03 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 7.2091 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4353 loss: 2.4353 2022/06/26 19:05:46 - mmengine - INFO - Epoch(train) [109][2640/3757] lr: 3.455e-03 eta: 19:32:58 time: 0.264 data_time: 0.006 memory: 5036 grad_norm: 8.0076 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.1589 loss: 2.1589 2022/06/26 19:05:52 - mmengine - INFO - Epoch(train) [109][2660/3757] lr: 3.455e-03 eta: 19:32:52 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 7.3948 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1220 loss: 2.1220 2022/06/26 19:05:57 - mmengine - INFO - Epoch(train) [109][2680/3757] lr: 3.455e-03 eta: 19:32:47 time: 0.267 data_time: 0.007 memory: 5036 grad_norm: 6.8370 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1934 loss: 2.1934 2022/06/26 19:06:03 - mmengine - INFO - Epoch(train) [109][2700/3757] lr: 3.455e-03 eta: 19:32:42 time: 0.397 data_time: 0.150 memory: 5036 grad_norm: 8.1846 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0303 loss: 2.0303 2022/06/26 19:06:08 - mmengine - INFO - Epoch(train) [109][2720/3757] lr: 3.455e-03 eta: 19:32:37 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 7.5176 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0493 loss: 2.0493 2022/06/26 19:06:13 - mmengine - INFO - Epoch(train) [109][2740/3757] lr: 3.455e-03 eta: 19:32:32 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 9.5962 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.0378 loss: 2.0378 2022/06/26 19:06:18 - mmengine - INFO - Epoch(train) [109][2760/3757] lr: 3.455e-03 eta: 19:32:26 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.5198 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.9680 loss: 1.9680 2022/06/26 19:06:24 - mmengine - INFO - Epoch(train) [109][2780/3757] lr: 3.455e-03 eta: 19:32:21 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 8.2937 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.1776 loss: 2.1776 2022/06/26 19:06:29 - mmengine - INFO - Epoch(train) [109][2800/3757] lr: 3.455e-03 eta: 19:32:16 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 7.8077 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4270 loss: 2.4270 2022/06/26 19:06:34 - mmengine - INFO - Epoch(train) [109][2820/3757] lr: 3.455e-03 eta: 19:32:11 time: 0.250 data_time: 0.009 memory: 5036 grad_norm: 9.1380 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.4019 loss: 2.4019 2022/06/26 19:06:39 - mmengine - INFO - Epoch(train) [109][2840/3757] lr: 3.455e-03 eta: 19:32:05 time: 0.268 data_time: 0.009 memory: 5036 grad_norm: 8.5406 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.1898 loss: 2.1898 2022/06/26 19:06:45 - mmengine - INFO - Epoch(train) [109][2860/3757] lr: 3.455e-03 eta: 19:32:00 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 8.7463 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.2361 loss: 2.2361 2022/06/26 19:06:50 - mmengine - INFO - Epoch(train) [109][2880/3757] lr: 3.455e-03 eta: 19:31:55 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 7.6453 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9822 loss: 1.9822 2022/06/26 19:06:55 - mmengine - INFO - Epoch(train) [109][2900/3757] lr: 3.455e-03 eta: 19:31:49 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 7.4373 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3961 loss: 2.3961 2022/06/26 19:07:00 - mmengine - INFO - Epoch(train) [109][2920/3757] lr: 3.455e-03 eta: 19:31:44 time: 0.253 data_time: 0.012 memory: 5036 grad_norm: 8.6792 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9777 loss: 1.9777 2022/06/26 19:07:05 - mmengine - INFO - Epoch(train) [109][2940/3757] lr: 3.455e-03 eta: 19:31:39 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 7.5297 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.3085 loss: 2.3085 2022/06/26 19:07:11 - mmengine - INFO - Epoch(train) [109][2960/3757] lr: 3.455e-03 eta: 19:31:33 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 8.5903 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.2778 loss: 2.2778 2022/06/26 19:07:16 - mmengine - INFO - Epoch(train) [109][2980/3757] lr: 3.455e-03 eta: 19:31:28 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 6.9517 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.9562 loss: 1.9562 2022/06/26 19:07:21 - mmengine - INFO - Epoch(train) [109][3000/3757] lr: 3.455e-03 eta: 19:31:23 time: 0.249 data_time: 0.008 memory: 5036 grad_norm: 7.8468 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.6460 loss: 2.6460 2022/06/26 19:07:26 - mmengine - INFO - Epoch(train) [109][3020/3757] lr: 3.455e-03 eta: 19:31:18 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 8.8816 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.2692 loss: 2.2692 2022/06/26 19:07:31 - mmengine - INFO - Epoch(train) [109][3040/3757] lr: 3.455e-03 eta: 19:31:12 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 8.5214 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 2.7932 loss: 2.7932 2022/06/26 19:07:37 - mmengine - INFO - Epoch(train) [109][3060/3757] lr: 3.455e-03 eta: 19:31:07 time: 0.265 data_time: 0.012 memory: 5036 grad_norm: 10.2141 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.6456 loss: 2.6456 2022/06/26 19:07:42 - mmengine - INFO - Epoch(train) [109][3080/3757] lr: 3.455e-03 eta: 19:31:02 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 7.5837 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9908 loss: 1.9908 2022/06/26 19:07:47 - mmengine - INFO - Epoch(train) [109][3100/3757] lr: 3.455e-03 eta: 19:30:56 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 8.9725 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.3318 loss: 2.3318 2022/06/26 19:07:52 - mmengine - INFO - Epoch(train) [109][3120/3757] lr: 3.455e-03 eta: 19:30:51 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 7.7074 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.8291 loss: 1.8291 2022/06/26 19:07:58 - mmengine - INFO - Epoch(train) [109][3140/3757] lr: 3.455e-03 eta: 19:30:46 time: 0.257 data_time: 0.011 memory: 5036 grad_norm: 9.4877 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.2422 loss: 2.2422 2022/06/26 19:08:03 - mmengine - INFO - Epoch(train) [109][3160/3757] lr: 3.455e-03 eta: 19:30:40 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 8.6545 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2931 loss: 2.2931 2022/06/26 19:08:08 - mmengine - INFO - Epoch(train) [109][3180/3757] lr: 3.455e-03 eta: 19:30:35 time: 0.249 data_time: 0.008 memory: 5036 grad_norm: 8.4213 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.5775 loss: 2.5775 2022/06/26 19:08:13 - mmengine - INFO - Epoch(train) [109][3200/3757] lr: 3.455e-03 eta: 19:30:30 time: 0.256 data_time: 0.010 memory: 5036 grad_norm: 9.0000 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6786 loss: 2.6786 2022/06/26 19:08:18 - mmengine - INFO - Epoch(train) [109][3220/3757] lr: 3.455e-03 eta: 19:30:25 time: 0.253 data_time: 0.004 memory: 5036 grad_norm: 9.5658 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7937 loss: 1.7937 2022/06/26 19:08:24 - mmengine - INFO - Epoch(train) [109][3240/3757] lr: 3.455e-03 eta: 19:30:19 time: 0.265 data_time: 0.006 memory: 5036 grad_norm: 8.0041 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.2264 loss: 2.2264 2022/06/26 19:08:25 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 19:08:29 - mmengine - INFO - Epoch(train) [109][3260/3757] lr: 3.455e-03 eta: 19:30:14 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.3506 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.9635 loss: 1.9635 2022/06/26 19:08:34 - mmengine - INFO - Epoch(train) [109][3280/3757] lr: 3.455e-03 eta: 19:30:09 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 7.5626 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.2991 loss: 2.2991 2022/06/26 19:08:39 - mmengine - INFO - Epoch(train) [109][3300/3757] lr: 3.455e-03 eta: 19:30:04 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 8.0928 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9966 loss: 1.9966 2022/06/26 19:08:45 - mmengine - INFO - Epoch(train) [109][3320/3757] lr: 3.455e-03 eta: 19:29:58 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 8.6115 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9145 loss: 1.9145 2022/06/26 19:08:50 - mmengine - INFO - Epoch(train) [109][3340/3757] lr: 3.455e-03 eta: 19:29:53 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 7.1321 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.7643 loss: 2.7643 2022/06/26 19:08:55 - mmengine - INFO - Epoch(train) [109][3360/3757] lr: 3.455e-03 eta: 19:29:48 time: 0.274 data_time: 0.009 memory: 5036 grad_norm: 7.7579 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.5181 loss: 2.5181 2022/06/26 19:09:00 - mmengine - INFO - Epoch(train) [109][3380/3757] lr: 3.455e-03 eta: 19:29:42 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 7.8398 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0878 loss: 2.0878 2022/06/26 19:09:06 - mmengine - INFO - Epoch(train) [109][3400/3757] lr: 3.455e-03 eta: 19:29:37 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 8.3418 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3866 loss: 2.3866 2022/06/26 19:09:11 - mmengine - INFO - Epoch(train) [109][3420/3757] lr: 3.455e-03 eta: 19:29:32 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.0130 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3491 loss: 2.3491 2022/06/26 19:09:16 - mmengine - INFO - Epoch(train) [109][3440/3757] lr: 3.455e-03 eta: 19:29:27 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.5576 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9924 loss: 1.9924 2022/06/26 19:09:21 - mmengine - INFO - Epoch(train) [109][3460/3757] lr: 3.455e-03 eta: 19:29:21 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 7.8324 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.6874 loss: 1.6874 2022/06/26 19:09:27 - mmengine - INFO - Epoch(train) [109][3480/3757] lr: 3.455e-03 eta: 19:29:16 time: 0.261 data_time: 0.008 memory: 5036 grad_norm: 6.9701 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9268 loss: 1.9268 2022/06/26 19:09:32 - mmengine - INFO - Epoch(train) [109][3500/3757] lr: 3.455e-03 eta: 19:29:11 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.4728 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.0171 loss: 2.0171 2022/06/26 19:09:37 - mmengine - INFO - Epoch(train) [109][3520/3757] lr: 3.455e-03 eta: 19:29:05 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 7.0713 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.2137 loss: 2.2137 2022/06/26 19:09:42 - mmengine - INFO - Epoch(train) [109][3540/3757] lr: 3.455e-03 eta: 19:29:00 time: 0.265 data_time: 0.006 memory: 5036 grad_norm: 7.3766 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5045 loss: 2.5045 2022/06/26 19:09:47 - mmengine - INFO - Epoch(train) [109][3560/3757] lr: 3.455e-03 eta: 19:28:55 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 6.7689 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.9056 loss: 1.9056 2022/06/26 19:09:53 - mmengine - INFO - Epoch(train) [109][3580/3757] lr: 3.455e-03 eta: 19:28:50 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 7.5617 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3408 loss: 2.3408 2022/06/26 19:09:58 - mmengine - INFO - Epoch(train) [109][3600/3757] lr: 3.455e-03 eta: 19:28:44 time: 0.259 data_time: 0.009 memory: 5036 grad_norm: 7.3478 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3307 loss: 2.3307 2022/06/26 19:10:03 - mmengine - INFO - Epoch(train) [109][3620/3757] lr: 3.455e-03 eta: 19:28:39 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 7.3590 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.4646 loss: 2.4646 2022/06/26 19:10:08 - mmengine - INFO - Epoch(train) [109][3640/3757] lr: 3.455e-03 eta: 19:28:34 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 8.9445 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2041 loss: 2.2041 2022/06/26 19:10:14 - mmengine - INFO - Epoch(train) [109][3660/3757] lr: 3.455e-03 eta: 19:28:28 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 9.0049 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4285 loss: 2.4285 2022/06/26 19:10:19 - mmengine - INFO - Epoch(train) [109][3680/3757] lr: 3.455e-03 eta: 19:28:23 time: 0.270 data_time: 0.007 memory: 5036 grad_norm: 8.6434 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1571 loss: 2.1571 2022/06/26 19:10:24 - mmengine - INFO - Epoch(train) [109][3700/3757] lr: 3.455e-03 eta: 19:28:18 time: 0.250 data_time: 0.012 memory: 5036 grad_norm: 7.6142 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1189 loss: 2.1189 2022/06/26 19:10:29 - mmengine - INFO - Epoch(train) [109][3720/3757] lr: 3.455e-03 eta: 19:28:12 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 8.5501 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0760 loss: 2.0760 2022/06/26 19:10:34 - mmengine - INFO - Epoch(train) [109][3740/3757] lr: 3.455e-03 eta: 19:28:07 time: 0.242 data_time: 0.006 memory: 5036 grad_norm: 9.1965 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6723 loss: 2.6723 2022/06/26 19:10:39 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 19:10:39 - mmengine - INFO - Saving checkpoint at 109 epochs 2022/06/26 19:10:51 - mmengine - INFO - Epoch(val) [109][20/310] eta: 0:01:48 time: 0.112 data_time: 0.010 memory: 5036 2022/06/26 19:10:56 - mmengine - INFO - Epoch(val) [109][40/310] eta: 0:01:34 time: 0.103 data_time: 0.002 memory: 1723 2022/06/26 19:11:00 - mmengine - INFO - Epoch(val) [109][60/310] eta: 0:00:26 time: 0.107 data_time: 0.005 memory: 1723 2022/06/26 19:11:05 - mmengine - INFO - Epoch(val) [109][80/310] eta: 0:00:24 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 19:11:12 - mmengine - INFO - Epoch(val) [109][100/310] eta: 0:01:15 time: 0.104 data_time: 0.001 memory: 1723 2022/06/26 19:11:17 - mmengine - INFO - Epoch(val) [109][120/310] eta: 0:01:07 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 19:11:21 - mmengine - INFO - Epoch(val) [109][140/310] eta: 0:00:17 time: 0.108 data_time: 0.002 memory: 1723 2022/06/26 19:11:26 - mmengine - INFO - Epoch(val) [109][160/310] eta: 0:00:15 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 19:11:33 - mmengine - INFO - Epoch(val) [109][180/310] eta: 0:00:48 time: 0.103 data_time: 0.002 memory: 1723 2022/06/26 19:11:38 - mmengine - INFO - Epoch(val) [109][200/310] eta: 0:00:38 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 19:11:42 - mmengine - INFO - Epoch(val) [109][220/310] eta: 0:00:09 time: 0.108 data_time: 0.001 memory: 1723 2022/06/26 19:11:47 - mmengine - INFO - Epoch(val) [109][240/310] eta: 0:00:07 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 19:11:54 - mmengine - INFO - Epoch(val) [109][260/310] eta: 0:00:18 time: 0.103 data_time: 0.002 memory: 1723 2022/06/26 19:11:58 - mmengine - INFO - Epoch(val) [109][280/310] eta: 0:00:10 time: 0.108 data_time: 0.001 memory: 1723 2022/06/26 19:12:00 - mmengine - INFO - Epoch(val) [109][300/310] eta: 0:00:01 time: 0.102 data_time: 0.001 memory: 1723 2022/06/26 19:12:02 - mmengine - INFO - Epoch(val) [109][310/310] acc/top1: 0.5469 acc/top5: 0.7865 acc/mean1: 0.5468 2022/06/26 19:12:12 - mmengine - INFO - Epoch(train) [110][20/3757] lr: 3.372e-03 eta: 19:27:59 time: 0.273 data_time: 0.008 memory: 5036 grad_norm: 7.8987 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.6782 loss: 1.6782 2022/06/26 19:12:17 - mmengine - INFO - Epoch(train) [110][40/3757] lr: 3.372e-03 eta: 19:27:54 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 7.8350 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.3603 loss: 2.3603 2022/06/26 19:12:23 - mmengine - INFO - Epoch(train) [110][60/3757] lr: 3.372e-03 eta: 19:27:49 time: 0.436 data_time: 0.003 memory: 5036 grad_norm: 7.8079 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2865 loss: 2.2865 2022/06/26 19:12:28 - mmengine - INFO - Epoch(train) [110][80/3757] lr: 3.372e-03 eta: 19:27:43 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 9.3632 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0399 loss: 2.0399 2022/06/26 19:12:34 - mmengine - INFO - Epoch(train) [110][100/3757] lr: 3.372e-03 eta: 19:27:38 time: 0.278 data_time: 0.003 memory: 5036 grad_norm: 7.5335 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3776 loss: 2.3776 2022/06/26 19:12:39 - mmengine - INFO - Epoch(train) [110][120/3757] lr: 3.372e-03 eta: 19:27:33 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 7.6321 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0015 loss: 2.0015 2022/06/26 19:12:44 - mmengine - INFO - Epoch(train) [110][140/3757] lr: 3.372e-03 eta: 19:27:28 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 8.5943 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3358 loss: 2.3358 2022/06/26 19:12:49 - mmengine - INFO - Epoch(train) [110][160/3757] lr: 3.372e-03 eta: 19:27:22 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 8.0708 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0058 loss: 2.0058 2022/06/26 19:12:55 - mmengine - INFO - Epoch(train) [110][180/3757] lr: 3.372e-03 eta: 19:27:17 time: 0.281 data_time: 0.003 memory: 5036 grad_norm: 8.6079 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.2952 loss: 2.2952 2022/06/26 19:13:00 - mmengine - INFO - Epoch(train) [110][200/3757] lr: 3.372e-03 eta: 19:27:12 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 8.9149 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4947 loss: 2.4947 2022/06/26 19:13:06 - mmengine - INFO - Epoch(train) [110][220/3757] lr: 3.372e-03 eta: 19:27:07 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 8.2384 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9098 loss: 1.9098 2022/06/26 19:13:11 - mmengine - INFO - Epoch(train) [110][240/3757] lr: 3.372e-03 eta: 19:27:02 time: 0.248 data_time: 0.007 memory: 5036 grad_norm: 8.3494 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1941 loss: 2.1941 2022/06/26 19:13:16 - mmengine - INFO - Epoch(train) [110][260/3757] lr: 3.372e-03 eta: 19:26:57 time: 0.266 data_time: 0.003 memory: 5036 grad_norm: 8.3495 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.3453 loss: 2.3453 2022/06/26 19:13:22 - mmengine - INFO - Epoch(train) [110][280/3757] lr: 3.372e-03 eta: 19:26:51 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 9.4544 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.6767 loss: 1.6767 2022/06/26 19:13:27 - mmengine - INFO - Epoch(train) [110][300/3757] lr: 3.372e-03 eta: 19:26:46 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 7.8161 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.0797 loss: 2.0797 2022/06/26 19:13:32 - mmengine - INFO - Epoch(train) [110][320/3757] lr: 3.372e-03 eta: 19:26:41 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 8.7371 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6305 loss: 2.6305 2022/06/26 19:13:37 - mmengine - INFO - Epoch(train) [110][340/3757] lr: 3.372e-03 eta: 19:26:35 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 8.6154 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0431 loss: 2.0431 2022/06/26 19:13:43 - mmengine - INFO - Epoch(train) [110][360/3757] lr: 3.372e-03 eta: 19:26:30 time: 0.270 data_time: 0.003 memory: 5036 grad_norm: 9.7393 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.1687 loss: 2.1687 2022/06/26 19:13:48 - mmengine - INFO - Epoch(train) [110][380/3757] lr: 3.372e-03 eta: 19:26:25 time: 0.251 data_time: 0.009 memory: 5036 grad_norm: 7.5433 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7794 loss: 1.7794 2022/06/26 19:13:53 - mmengine - INFO - Epoch(train) [110][400/3757] lr: 3.372e-03 eta: 19:26:20 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 7.0897 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.3195 loss: 2.3195 2022/06/26 19:13:58 - mmengine - INFO - Epoch(train) [110][420/3757] lr: 3.372e-03 eta: 19:26:14 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 8.3737 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.3546 loss: 2.3546 2022/06/26 19:14:04 - mmengine - INFO - Epoch(train) [110][440/3757] lr: 3.372e-03 eta: 19:26:09 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 7.4548 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.1560 loss: 2.1560 2022/06/26 19:14:09 - mmengine - INFO - Epoch(train) [110][460/3757] lr: 3.372e-03 eta: 19:26:04 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 7.7403 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.9859 loss: 1.9859 2022/06/26 19:14:14 - mmengine - INFO - Epoch(train) [110][480/3757] lr: 3.372e-03 eta: 19:25:59 time: 0.253 data_time: 0.008 memory: 5036 grad_norm: 7.8650 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3272 loss: 2.3272 2022/06/26 19:14:16 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 19:14:20 - mmengine - INFO - Epoch(train) [110][500/3757] lr: 3.372e-03 eta: 19:25:54 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 6.9188 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4752 loss: 2.4752 2022/06/26 19:14:25 - mmengine - INFO - Epoch(train) [110][520/3757] lr: 3.372e-03 eta: 19:25:48 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 8.9930 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3854 loss: 2.3854 2022/06/26 19:14:30 - mmengine - INFO - Epoch(train) [110][540/3757] lr: 3.372e-03 eta: 19:25:43 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 8.1833 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.1813 loss: 2.1813 2022/06/26 19:14:35 - mmengine - INFO - Epoch(train) [110][560/3757] lr: 3.372e-03 eta: 19:25:38 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 8.6865 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.4106 loss: 2.4106 2022/06/26 19:14:41 - mmengine - INFO - Epoch(train) [110][580/3757] lr: 3.372e-03 eta: 19:25:32 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 6.1152 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2741 loss: 2.2741 2022/06/26 19:14:46 - mmengine - INFO - Epoch(train) [110][600/3757] lr: 3.372e-03 eta: 19:25:27 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 8.6816 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.0617 loss: 2.0617 2022/06/26 19:14:51 - mmengine - INFO - Epoch(train) [110][620/3757] lr: 3.372e-03 eta: 19:25:22 time: 0.255 data_time: 0.008 memory: 5036 grad_norm: 8.4095 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.4762 loss: 2.4762 2022/06/26 19:14:57 - mmengine - INFO - Epoch(train) [110][640/3757] lr: 3.372e-03 eta: 19:25:17 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 10.4516 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.6094 loss: 2.6094 2022/06/26 19:15:02 - mmengine - INFO - Epoch(train) [110][660/3757] lr: 3.372e-03 eta: 19:25:11 time: 0.259 data_time: 0.009 memory: 5036 grad_norm: 9.3462 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2787 loss: 2.2787 2022/06/26 19:15:07 - mmengine - INFO - Epoch(train) [110][680/3757] lr: 3.372e-03 eta: 19:25:06 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 7.8874 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3989 loss: 2.3989 2022/06/26 19:15:12 - mmengine - INFO - Epoch(train) [110][700/3757] lr: 3.372e-03 eta: 19:25:01 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 7.4187 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.5940 loss: 2.5940 2022/06/26 19:15:17 - mmengine - INFO - Epoch(train) [110][720/3757] lr: 3.372e-03 eta: 19:24:56 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.6246 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.8390 loss: 1.8390 2022/06/26 19:15:23 - mmengine - INFO - Epoch(train) [110][740/3757] lr: 3.372e-03 eta: 19:24:50 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 7.8081 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2040 loss: 2.2040 2022/06/26 19:15:28 - mmengine - INFO - Epoch(train) [110][760/3757] lr: 3.372e-03 eta: 19:24:45 time: 0.259 data_time: 0.008 memory: 5036 grad_norm: 8.2975 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.2718 loss: 2.2718 2022/06/26 19:15:33 - mmengine - INFO - Epoch(train) [110][780/3757] lr: 3.372e-03 eta: 19:24:40 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 9.9631 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.1757 loss: 2.1757 2022/06/26 19:15:39 - mmengine - INFO - Epoch(train) [110][800/3757] lr: 3.372e-03 eta: 19:24:35 time: 0.250 data_time: 0.007 memory: 5036 grad_norm: 8.4721 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5996 loss: 2.5996 2022/06/26 19:15:44 - mmengine - INFO - Epoch(train) [110][820/3757] lr: 3.372e-03 eta: 19:24:29 time: 0.262 data_time: 0.011 memory: 5036 grad_norm: 7.1634 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1542 loss: 2.1542 2022/06/26 19:15:49 - mmengine - INFO - Epoch(train) [110][840/3757] lr: 3.372e-03 eta: 19:24:24 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 9.4952 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.0976 loss: 2.0976 2022/06/26 19:15:54 - mmengine - INFO - Epoch(train) [110][860/3757] lr: 3.372e-03 eta: 19:24:19 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 9.0264 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4122 loss: 2.4122 2022/06/26 19:15:59 - mmengine - INFO - Epoch(train) [110][880/3757] lr: 3.372e-03 eta: 19:24:13 time: 0.255 data_time: 0.013 memory: 5036 grad_norm: 9.4415 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1877 loss: 2.1877 2022/06/26 19:16:05 - mmengine - INFO - Epoch(train) [110][900/3757] lr: 3.372e-03 eta: 19:24:08 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 8.6103 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6363 loss: 1.6363 2022/06/26 19:16:10 - mmengine - INFO - Epoch(train) [110][920/3757] lr: 3.372e-03 eta: 19:24:03 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 7.3105 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2797 loss: 2.2797 2022/06/26 19:16:15 - mmengine - INFO - Epoch(train) [110][940/3757] lr: 3.372e-03 eta: 19:23:57 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 7.7859 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.4963 loss: 2.4963 2022/06/26 19:16:20 - mmengine - INFO - Epoch(train) [110][960/3757] lr: 3.372e-03 eta: 19:23:52 time: 0.262 data_time: 0.015 memory: 5036 grad_norm: 7.6769 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.4562 loss: 2.4562 2022/06/26 19:16:25 - mmengine - INFO - Epoch(train) [110][980/3757] lr: 3.372e-03 eta: 19:23:47 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 7.6734 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.1434 loss: 2.1434 2022/06/26 19:16:31 - mmengine - INFO - Epoch(train) [110][1000/3757] lr: 3.372e-03 eta: 19:23:41 time: 0.257 data_time: 0.010 memory: 5036 grad_norm: 8.9982 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2578 loss: 2.2578 2022/06/26 19:16:36 - mmengine - INFO - Epoch(train) [110][1020/3757] lr: 3.372e-03 eta: 19:23:36 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.0912 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.9880 loss: 1.9880 2022/06/26 19:16:41 - mmengine - INFO - Epoch(train) [110][1040/3757] lr: 3.372e-03 eta: 19:23:31 time: 0.251 data_time: 0.010 memory: 5036 grad_norm: 8.2955 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.1308 loss: 2.1308 2022/06/26 19:16:47 - mmengine - INFO - Epoch(train) [110][1060/3757] lr: 3.372e-03 eta: 19:23:26 time: 0.261 data_time: 0.010 memory: 5036 grad_norm: 8.7238 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1524 loss: 2.1524 2022/06/26 19:16:52 - mmengine - INFO - Epoch(train) [110][1080/3757] lr: 3.372e-03 eta: 19:23:20 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 8.2011 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.9118 loss: 1.9118 2022/06/26 19:16:57 - mmengine - INFO - Epoch(train) [110][1100/3757] lr: 3.372e-03 eta: 19:23:15 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 9.0071 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.4449 loss: 2.4449 2022/06/26 19:17:02 - mmengine - INFO - Epoch(train) [110][1120/3757] lr: 3.372e-03 eta: 19:23:10 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 7.8152 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3284 loss: 2.3284 2022/06/26 19:17:08 - mmengine - INFO - Epoch(train) [110][1140/3757] lr: 3.372e-03 eta: 19:23:05 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 9.3799 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.2762 loss: 2.2762 2022/06/26 19:17:13 - mmengine - INFO - Epoch(train) [110][1160/3757] lr: 3.372e-03 eta: 19:22:59 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 8.5533 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.0919 loss: 2.0919 2022/06/26 19:17:18 - mmengine - INFO - Epoch(train) [110][1180/3757] lr: 3.372e-03 eta: 19:22:54 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 7.9686 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8966 loss: 1.8966 2022/06/26 19:17:23 - mmengine - INFO - Epoch(train) [110][1200/3757] lr: 3.372e-03 eta: 19:22:49 time: 0.478 data_time: 0.006 memory: 5036 grad_norm: 8.9839 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5073 loss: 2.5073 2022/06/26 19:17:29 - mmengine - INFO - Epoch(train) [110][1220/3757] lr: 3.372e-03 eta: 19:22:44 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 8.1907 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8116 loss: 1.8116 2022/06/26 19:17:34 - mmengine - INFO - Epoch(train) [110][1240/3757] lr: 3.372e-03 eta: 19:22:38 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 8.8839 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.9667 loss: 1.9667 2022/06/26 19:17:39 - mmengine - INFO - Epoch(train) [110][1260/3757] lr: 3.372e-03 eta: 19:22:33 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 7.6186 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.9833 loss: 1.9833 2022/06/26 19:17:45 - mmengine - INFO - Epoch(train) [110][1280/3757] lr: 3.372e-03 eta: 19:22:28 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 8.2662 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0956 loss: 2.0956 2022/06/26 19:17:50 - mmengine - INFO - Epoch(train) [110][1300/3757] lr: 3.372e-03 eta: 19:22:23 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 7.4668 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1529 loss: 2.1529 2022/06/26 19:17:55 - mmengine - INFO - Epoch(train) [110][1320/3757] lr: 3.372e-03 eta: 19:22:17 time: 0.263 data_time: 0.009 memory: 5036 grad_norm: 7.3972 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.5061 loss: 2.5061 2022/06/26 19:18:00 - mmengine - INFO - Epoch(train) [110][1340/3757] lr: 3.372e-03 eta: 19:22:12 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 7.7238 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1991 loss: 2.1991 2022/06/26 19:18:05 - mmengine - INFO - Epoch(train) [110][1360/3757] lr: 3.372e-03 eta: 19:22:07 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 7.6270 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.2214 loss: 2.2214 2022/06/26 19:18:11 - mmengine - INFO - Epoch(train) [110][1380/3757] lr: 3.372e-03 eta: 19:22:01 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 8.1968 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7186 loss: 1.7186 2022/06/26 19:18:16 - mmengine - INFO - Epoch(train) [110][1400/3757] lr: 3.372e-03 eta: 19:21:56 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 8.6089 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.3173 loss: 2.3173 2022/06/26 19:18:21 - mmengine - INFO - Epoch(train) [110][1420/3757] lr: 3.372e-03 eta: 19:21:51 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 8.4684 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9167 loss: 1.9167 2022/06/26 19:18:26 - mmengine - INFO - Epoch(train) [110][1440/3757] lr: 3.372e-03 eta: 19:21:46 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 7.8893 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9385 loss: 1.9385 2022/06/26 19:18:31 - mmengine - INFO - Epoch(train) [110][1460/3757] lr: 3.372e-03 eta: 19:21:40 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 9.3058 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0534 loss: 2.0534 2022/06/26 19:18:37 - mmengine - INFO - Epoch(train) [110][1480/3757] lr: 3.372e-03 eta: 19:21:35 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 8.2209 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 2.2260 loss: 2.2260 2022/06/26 19:18:38 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 19:18:42 - mmengine - INFO - Epoch(train) [110][1500/3757] lr: 3.372e-03 eta: 19:21:30 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 6.5690 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.1360 loss: 2.1360 2022/06/26 19:18:47 - mmengine - INFO - Epoch(train) [110][1520/3757] lr: 3.372e-03 eta: 19:21:24 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 9.3540 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7529 loss: 2.7529 2022/06/26 19:18:52 - mmengine - INFO - Epoch(train) [110][1540/3757] lr: 3.372e-03 eta: 19:21:19 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 9.5124 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.3887 loss: 2.3887 2022/06/26 19:18:58 - mmengine - INFO - Epoch(train) [110][1560/3757] lr: 3.372e-03 eta: 19:21:14 time: 0.247 data_time: 0.006 memory: 5036 grad_norm: 7.8945 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5612 loss: 1.5612 2022/06/26 19:19:03 - mmengine - INFO - Epoch(train) [110][1580/3757] lr: 3.372e-03 eta: 19:21:08 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 8.0480 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.8751 loss: 1.8751 2022/06/26 19:19:08 - mmengine - INFO - Epoch(train) [110][1600/3757] lr: 3.372e-03 eta: 19:21:03 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 9.2592 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.8654 loss: 1.8654 2022/06/26 19:19:13 - mmengine - INFO - Epoch(train) [110][1620/3757] lr: 3.372e-03 eta: 19:20:58 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 9.0654 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.2226 loss: 2.2226 2022/06/26 19:19:18 - mmengine - INFO - Epoch(train) [110][1640/3757] lr: 3.372e-03 eta: 19:20:53 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.4942 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.6227 loss: 1.6227 2022/06/26 19:19:24 - mmengine - INFO - Epoch(train) [110][1660/3757] lr: 3.372e-03 eta: 19:20:47 time: 0.409 data_time: 0.003 memory: 5036 grad_norm: 7.5757 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9055 loss: 1.9055 2022/06/26 19:19:29 - mmengine - INFO - Epoch(train) [110][1680/3757] lr: 3.372e-03 eta: 19:20:42 time: 0.259 data_time: 0.017 memory: 5036 grad_norm: 8.3514 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.9755 loss: 1.9755 2022/06/26 19:19:34 - mmengine - INFO - Epoch(train) [110][1700/3757] lr: 3.372e-03 eta: 19:20:37 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 7.6575 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.9522 loss: 1.9522 2022/06/26 19:19:39 - mmengine - INFO - Epoch(train) [110][1720/3757] lr: 3.372e-03 eta: 19:20:32 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 7.6747 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2548 loss: 2.2548 2022/06/26 19:19:45 - mmengine - INFO - Epoch(train) [110][1740/3757] lr: 3.372e-03 eta: 19:20:26 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 8.7858 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1723 loss: 2.1723 2022/06/26 19:19:50 - mmengine - INFO - Epoch(train) [110][1760/3757] lr: 3.372e-03 eta: 19:20:21 time: 0.255 data_time: 0.008 memory: 5036 grad_norm: 8.6526 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1039 loss: 2.1039 2022/06/26 19:19:55 - mmengine - INFO - Epoch(train) [110][1780/3757] lr: 3.372e-03 eta: 19:20:16 time: 0.267 data_time: 0.003 memory: 5036 grad_norm: 7.6979 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.6255 loss: 2.6255 2022/06/26 19:20:00 - mmengine - INFO - Epoch(train) [110][1800/3757] lr: 3.372e-03 eta: 19:20:10 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 7.9576 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2453 loss: 2.2453 2022/06/26 19:20:06 - mmengine - INFO - Epoch(train) [110][1820/3757] lr: 3.372e-03 eta: 19:20:05 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.4349 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0355 loss: 2.0355 2022/06/26 19:20:11 - mmengine - INFO - Epoch(train) [110][1840/3757] lr: 3.372e-03 eta: 19:20:00 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 8.2303 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.4220 loss: 2.4220 2022/06/26 19:20:16 - mmengine - INFO - Epoch(train) [110][1860/3757] lr: 3.372e-03 eta: 19:19:55 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 10.2019 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.2207 loss: 2.2207 2022/06/26 19:20:22 - mmengine - INFO - Epoch(train) [110][1880/3757] lr: 3.372e-03 eta: 19:19:49 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 8.3715 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1780 loss: 2.1780 2022/06/26 19:20:27 - mmengine - INFO - Epoch(train) [110][1900/3757] lr: 3.372e-03 eta: 19:19:44 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 9.4313 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.5650 loss: 2.5650 2022/06/26 19:20:32 - mmengine - INFO - Epoch(train) [110][1920/3757] lr: 3.372e-03 eta: 19:19:39 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 9.0530 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1580 loss: 2.1580 2022/06/26 19:20:37 - mmengine - INFO - Epoch(train) [110][1940/3757] lr: 3.372e-03 eta: 19:19:34 time: 0.263 data_time: 0.007 memory: 5036 grad_norm: 7.7759 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.4710 loss: 2.4710 2022/06/26 19:20:42 - mmengine - INFO - Epoch(train) [110][1960/3757] lr: 3.372e-03 eta: 19:19:28 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 8.5645 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0965 loss: 2.0965 2022/06/26 19:20:48 - mmengine - INFO - Epoch(train) [110][1980/3757] lr: 3.372e-03 eta: 19:19:23 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 8.0193 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.2129 loss: 2.2129 2022/06/26 19:20:53 - mmengine - INFO - Epoch(train) [110][2000/3757] lr: 3.372e-03 eta: 19:19:18 time: 0.255 data_time: 0.008 memory: 5036 grad_norm: 7.3475 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1342 loss: 2.1342 2022/06/26 19:20:58 - mmengine - INFO - Epoch(train) [110][2020/3757] lr: 3.372e-03 eta: 19:19:12 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 7.9114 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.3930 loss: 2.3930 2022/06/26 19:21:03 - mmengine - INFO - Epoch(train) [110][2040/3757] lr: 3.372e-03 eta: 19:19:07 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 8.0810 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0391 loss: 2.0391 2022/06/26 19:21:09 - mmengine - INFO - Epoch(train) [110][2060/3757] lr: 3.372e-03 eta: 19:19:02 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 7.8829 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8483 loss: 1.8483 2022/06/26 19:21:14 - mmengine - INFO - Epoch(train) [110][2080/3757] lr: 3.372e-03 eta: 19:18:57 time: 0.403 data_time: 0.006 memory: 5036 grad_norm: 9.4460 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.2143 loss: 2.2143 2022/06/26 19:21:19 - mmengine - INFO - Epoch(train) [110][2100/3757] lr: 3.372e-03 eta: 19:18:51 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 8.9484 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2851 loss: 2.2851 2022/06/26 19:21:25 - mmengine - INFO - Epoch(train) [110][2120/3757] lr: 3.372e-03 eta: 19:18:46 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 6.5586 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.8508 loss: 1.8508 2022/06/26 19:21:30 - mmengine - INFO - Epoch(train) [110][2140/3757] lr: 3.372e-03 eta: 19:18:41 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 8.0230 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2337 loss: 2.2337 2022/06/26 19:21:35 - mmengine - INFO - Epoch(train) [110][2160/3757] lr: 3.372e-03 eta: 19:18:36 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 8.2573 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9723 loss: 1.9723 2022/06/26 19:21:40 - mmengine - INFO - Epoch(train) [110][2180/3757] lr: 3.372e-03 eta: 19:18:30 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 8.4971 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.7052 loss: 2.7052 2022/06/26 19:21:45 - mmengine - INFO - Epoch(train) [110][2200/3757] lr: 3.372e-03 eta: 19:18:25 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 7.8768 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1866 loss: 2.1866 2022/06/26 19:21:51 - mmengine - INFO - Epoch(train) [110][2220/3757] lr: 3.372e-03 eta: 19:18:20 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 8.5469 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.1534 loss: 2.1534 2022/06/26 19:21:56 - mmengine - INFO - Epoch(train) [110][2240/3757] lr: 3.372e-03 eta: 19:18:15 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 7.6079 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3587 loss: 2.3587 2022/06/26 19:22:01 - mmengine - INFO - Epoch(train) [110][2260/3757] lr: 3.372e-03 eta: 19:18:09 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 8.3851 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2710 loss: 2.2710 2022/06/26 19:22:07 - mmengine - INFO - Epoch(train) [110][2280/3757] lr: 3.372e-03 eta: 19:18:04 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 9.9418 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3779 loss: 2.3779 2022/06/26 19:22:12 - mmengine - INFO - Epoch(train) [110][2300/3757] lr: 3.372e-03 eta: 19:17:59 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 8.6958 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8509 loss: 1.8509 2022/06/26 19:22:17 - mmengine - INFO - Epoch(train) [110][2320/3757] lr: 3.372e-03 eta: 19:17:53 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 8.6319 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6264 loss: 1.6264 2022/06/26 19:22:22 - mmengine - INFO - Epoch(train) [110][2340/3757] lr: 3.372e-03 eta: 19:17:48 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 8.4098 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.2744 loss: 2.2744 2022/06/26 19:22:27 - mmengine - INFO - Epoch(train) [110][2360/3757] lr: 3.372e-03 eta: 19:17:43 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 8.5874 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.9442 loss: 1.9442 2022/06/26 19:22:32 - mmengine - INFO - Epoch(train) [110][2380/3757] lr: 3.372e-03 eta: 19:17:37 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 9.4304 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.3777 loss: 2.3777 2022/06/26 19:22:38 - mmengine - INFO - Epoch(train) [110][2400/3757] lr: 3.372e-03 eta: 19:17:32 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 8.5063 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7149 loss: 2.7149 2022/06/26 19:22:43 - mmengine - INFO - Epoch(train) [110][2420/3757] lr: 3.372e-03 eta: 19:17:27 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 7.9894 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9686 loss: 1.9686 2022/06/26 19:22:48 - mmengine - INFO - Epoch(train) [110][2440/3757] lr: 3.372e-03 eta: 19:17:22 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 6.2037 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0388 loss: 2.0388 2022/06/26 19:22:53 - mmengine - INFO - Epoch(train) [110][2460/3757] lr: 3.372e-03 eta: 19:17:16 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 9.0620 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1746 loss: 2.1746 2022/06/26 19:22:59 - mmengine - INFO - Epoch(train) [110][2480/3757] lr: 3.372e-03 eta: 19:17:11 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 9.9276 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8559 loss: 1.8559 2022/06/26 19:23:01 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 19:23:04 - mmengine - INFO - Epoch(train) [110][2500/3757] lr: 3.372e-03 eta: 19:17:06 time: 0.417 data_time: 0.021 memory: 5036 grad_norm: 7.2476 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.0422 loss: 2.0422 2022/06/26 19:23:09 - mmengine - INFO - Epoch(train) [110][2520/3757] lr: 3.372e-03 eta: 19:17:01 time: 0.264 data_time: 0.009 memory: 5036 grad_norm: 7.9947 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2549 loss: 2.2549 2022/06/26 19:23:15 - mmengine - INFO - Epoch(train) [110][2540/3757] lr: 3.372e-03 eta: 19:16:55 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 6.5685 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.9023 loss: 1.9023 2022/06/26 19:23:20 - mmengine - INFO - Epoch(train) [110][2560/3757] lr: 3.372e-03 eta: 19:16:50 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 7.9234 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1979 loss: 2.1979 2022/06/26 19:23:25 - mmengine - INFO - Epoch(train) [110][2580/3757] lr: 3.372e-03 eta: 19:16:45 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 8.5246 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.1494 loss: 2.1494 2022/06/26 19:23:30 - mmengine - INFO - Epoch(train) [110][2600/3757] lr: 3.372e-03 eta: 19:16:40 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 8.1661 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2354 loss: 2.2354 2022/06/26 19:23:36 - mmengine - INFO - Epoch(train) [110][2620/3757] lr: 3.372e-03 eta: 19:16:34 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 8.3532 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.2916 loss: 2.2916 2022/06/26 19:23:41 - mmengine - INFO - Epoch(train) [110][2640/3757] lr: 3.372e-03 eta: 19:16:29 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 8.7175 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2795 loss: 2.2795 2022/06/26 19:23:46 - mmengine - INFO - Epoch(train) [110][2660/3757] lr: 3.372e-03 eta: 19:16:24 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 7.8149 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5205 loss: 2.5205 2022/06/26 19:23:51 - mmengine - INFO - Epoch(train) [110][2680/3757] lr: 3.372e-03 eta: 19:16:18 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 7.4765 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8386 loss: 1.8386 2022/06/26 19:23:56 - mmengine - INFO - Epoch(train) [110][2700/3757] lr: 3.372e-03 eta: 19:16:13 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 7.4706 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.5832 loss: 2.5832 2022/06/26 19:24:02 - mmengine - INFO - Epoch(train) [110][2720/3757] lr: 3.372e-03 eta: 19:16:08 time: 0.263 data_time: 0.007 memory: 5036 grad_norm: 8.8960 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.2613 loss: 2.2613 2022/06/26 19:24:07 - mmengine - INFO - Epoch(train) [110][2740/3757] lr: 3.372e-03 eta: 19:16:03 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 7.7746 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.3279 loss: 2.3279 2022/06/26 19:24:12 - mmengine - INFO - Epoch(train) [110][2760/3757] lr: 3.372e-03 eta: 19:15:57 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 8.0189 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.7583 loss: 1.7583 2022/06/26 19:24:17 - mmengine - INFO - Epoch(train) [110][2780/3757] lr: 3.372e-03 eta: 19:15:52 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 9.5123 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.4257 loss: 2.4257 2022/06/26 19:24:22 - mmengine - INFO - Epoch(train) [110][2800/3757] lr: 3.372e-03 eta: 19:15:47 time: 0.261 data_time: 0.008 memory: 5036 grad_norm: 7.5600 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0076 loss: 2.0076 2022/06/26 19:24:28 - mmengine - INFO - Epoch(train) [110][2820/3757] lr: 3.372e-03 eta: 19:15:41 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 8.5825 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8062 loss: 1.8062 2022/06/26 19:24:33 - mmengine - INFO - Epoch(train) [110][2840/3757] lr: 3.372e-03 eta: 19:15:36 time: 0.264 data_time: 0.010 memory: 5036 grad_norm: 7.6393 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1543 loss: 2.1543 2022/06/26 19:24:38 - mmengine - INFO - Epoch(train) [110][2860/3757] lr: 3.372e-03 eta: 19:15:31 time: 0.271 data_time: 0.009 memory: 5036 grad_norm: 8.7242 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.7086 loss: 1.7086 2022/06/26 19:24:43 - mmengine - INFO - Epoch(train) [110][2880/3757] lr: 3.372e-03 eta: 19:15:25 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 7.8067 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2479 loss: 2.2479 2022/06/26 19:24:48 - mmengine - INFO - Epoch(train) [110][2900/3757] lr: 3.372e-03 eta: 19:15:20 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 9.1123 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.5542 loss: 1.5542 2022/06/26 19:24:54 - mmengine - INFO - Epoch(train) [110][2920/3757] lr: 3.372e-03 eta: 19:15:15 time: 0.255 data_time: 0.013 memory: 5036 grad_norm: 6.8826 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3071 loss: 2.3071 2022/06/26 19:24:59 - mmengine - INFO - Epoch(train) [110][2940/3757] lr: 3.372e-03 eta: 19:15:09 time: 0.265 data_time: 0.006 memory: 5036 grad_norm: 7.3880 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.0523 loss: 2.0523 2022/06/26 19:25:04 - mmengine - INFO - Epoch(train) [110][2960/3757] lr: 3.372e-03 eta: 19:15:04 time: 0.281 data_time: 0.021 memory: 5036 grad_norm: 6.8458 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.1777 loss: 2.1777 2022/06/26 19:25:09 - mmengine - INFO - Epoch(train) [110][2980/3757] lr: 3.372e-03 eta: 19:14:59 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 6.8104 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.0901 loss: 2.0901 2022/06/26 19:25:15 - mmengine - INFO - Epoch(train) [110][3000/3757] lr: 3.372e-03 eta: 19:14:54 time: 0.251 data_time: 0.004 memory: 5036 grad_norm: 8.1221 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.2305 loss: 2.2305 2022/06/26 19:25:20 - mmengine - INFO - Epoch(train) [110][3020/3757] lr: 3.372e-03 eta: 19:14:48 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 8.5205 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.2765 loss: 2.2765 2022/06/26 19:25:25 - mmengine - INFO - Epoch(train) [110][3040/3757] lr: 3.372e-03 eta: 19:14:43 time: 0.254 data_time: 0.012 memory: 5036 grad_norm: 9.2006 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.0054 loss: 2.0054 2022/06/26 19:25:31 - mmengine - INFO - Epoch(train) [110][3060/3757] lr: 3.372e-03 eta: 19:14:38 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 9.5923 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.3835 loss: 2.3835 2022/06/26 19:25:36 - mmengine - INFO - Epoch(train) [110][3080/3757] lr: 3.372e-03 eta: 19:14:33 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 9.8244 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.4242 loss: 2.4242 2022/06/26 19:25:41 - mmengine - INFO - Epoch(train) [110][3100/3757] lr: 3.372e-03 eta: 19:14:27 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 8.7785 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9943 loss: 1.9943 2022/06/26 19:25:46 - mmengine - INFO - Epoch(train) [110][3120/3757] lr: 3.372e-03 eta: 19:14:22 time: 0.264 data_time: 0.009 memory: 5036 grad_norm: 8.9858 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5980 loss: 2.5980 2022/06/26 19:25:52 - mmengine - INFO - Epoch(train) [110][3140/3757] lr: 3.372e-03 eta: 19:14:17 time: 0.259 data_time: 0.009 memory: 5036 grad_norm: 8.2286 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2009 loss: 2.2009 2022/06/26 19:25:57 - mmengine - INFO - Epoch(train) [110][3160/3757] lr: 3.372e-03 eta: 19:14:12 time: 0.253 data_time: 0.010 memory: 5036 grad_norm: 8.5794 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4076 loss: 2.4076 2022/06/26 19:26:02 - mmengine - INFO - Epoch(train) [110][3180/3757] lr: 3.372e-03 eta: 19:14:06 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.3172 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3284 loss: 2.3284 2022/06/26 19:26:07 - mmengine - INFO - Epoch(train) [110][3200/3757] lr: 3.372e-03 eta: 19:14:01 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 8.7762 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9329 loss: 1.9329 2022/06/26 19:26:13 - mmengine - INFO - Epoch(train) [110][3220/3757] lr: 3.372e-03 eta: 19:13:56 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 9.7774 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.4486 loss: 2.4486 2022/06/26 19:26:18 - mmengine - INFO - Epoch(train) [110][3240/3757] lr: 3.372e-03 eta: 19:13:50 time: 0.272 data_time: 0.003 memory: 5036 grad_norm: 7.2439 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0687 loss: 2.0687 2022/06/26 19:26:23 - mmengine - INFO - Epoch(train) [110][3260/3757] lr: 3.372e-03 eta: 19:13:45 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 7.9183 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2405 loss: 2.2405 2022/06/26 19:26:28 - mmengine - INFO - Epoch(train) [110][3280/3757] lr: 3.372e-03 eta: 19:13:40 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 8.2641 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1399 loss: 2.1399 2022/06/26 19:26:34 - mmengine - INFO - Epoch(train) [110][3300/3757] lr: 3.372e-03 eta: 19:13:35 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 7.7316 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1646 loss: 2.1646 2022/06/26 19:26:39 - mmengine - INFO - Epoch(train) [110][3320/3757] lr: 3.372e-03 eta: 19:13:29 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 9.3494 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8256 loss: 1.8256 2022/06/26 19:26:44 - mmengine - INFO - Epoch(train) [110][3340/3757] lr: 3.372e-03 eta: 19:13:24 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 8.6297 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2193 loss: 2.2193 2022/06/26 19:26:49 - mmengine - INFO - Epoch(train) [110][3360/3757] lr: 3.372e-03 eta: 19:13:19 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 9.0292 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0875 loss: 2.0875 2022/06/26 19:26:54 - mmengine - INFO - Epoch(train) [110][3380/3757] lr: 3.372e-03 eta: 19:13:14 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 7.1537 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1206 loss: 2.1206 2022/06/26 19:27:00 - mmengine - INFO - Epoch(train) [110][3400/3757] lr: 3.372e-03 eta: 19:13:08 time: 0.264 data_time: 0.006 memory: 5036 grad_norm: 7.2687 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.1801 loss: 2.1801 2022/06/26 19:27:05 - mmengine - INFO - Epoch(train) [110][3420/3757] lr: 3.372e-03 eta: 19:13:03 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 9.4667 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8809 loss: 1.8809 2022/06/26 19:27:10 - mmengine - INFO - Epoch(train) [110][3440/3757] lr: 3.372e-03 eta: 19:12:58 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 7.1009 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1150 loss: 2.1150 2022/06/26 19:27:15 - mmengine - INFO - Epoch(train) [110][3460/3757] lr: 3.372e-03 eta: 19:12:52 time: 0.262 data_time: 0.012 memory: 5036 grad_norm: 9.0657 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.4041 loss: 2.4041 2022/06/26 19:27:20 - mmengine - INFO - Epoch(train) [110][3480/3757] lr: 3.372e-03 eta: 19:12:47 time: 0.258 data_time: 0.008 memory: 5036 grad_norm: 7.3402 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9574 loss: 1.9574 2022/06/26 19:27:22 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 19:27:26 - mmengine - INFO - Epoch(train) [110][3500/3757] lr: 3.372e-03 eta: 19:12:42 time: 0.255 data_time: 0.013 memory: 5036 grad_norm: 9.1156 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.0824 loss: 2.0824 2022/06/26 19:27:31 - mmengine - INFO - Epoch(train) [110][3520/3757] lr: 3.372e-03 eta: 19:12:36 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 9.1007 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8198 loss: 1.8198 2022/06/26 19:27:36 - mmengine - INFO - Epoch(train) [110][3540/3757] lr: 3.372e-03 eta: 19:12:31 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 8.6546 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.5057 loss: 2.5057 2022/06/26 19:27:41 - mmengine - INFO - Epoch(train) [110][3560/3757] lr: 3.372e-03 eta: 19:12:26 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 8.0814 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.3538 loss: 2.3538 2022/06/26 19:27:47 - mmengine - INFO - Epoch(train) [110][3580/3757] lr: 3.372e-03 eta: 19:12:21 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 8.6471 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0534 loss: 2.0534 2022/06/26 19:27:52 - mmengine - INFO - Epoch(train) [110][3600/3757] lr: 3.372e-03 eta: 19:12:15 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 8.7545 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2498 loss: 2.2498 2022/06/26 19:27:57 - mmengine - INFO - Epoch(train) [110][3620/3757] lr: 3.372e-03 eta: 19:12:10 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 7.9551 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1271 loss: 2.1271 2022/06/26 19:28:03 - mmengine - INFO - Epoch(train) [110][3640/3757] lr: 3.372e-03 eta: 19:12:05 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 7.3822 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0443 loss: 2.0443 2022/06/26 19:28:08 - mmengine - INFO - Epoch(train) [110][3660/3757] lr: 3.372e-03 eta: 19:12:00 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 8.5153 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1185 loss: 2.1185 2022/06/26 19:28:13 - mmengine - INFO - Epoch(train) [110][3680/3757] lr: 3.372e-03 eta: 19:11:54 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 8.1681 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9209 loss: 1.9209 2022/06/26 19:28:18 - mmengine - INFO - Epoch(train) [110][3700/3757] lr: 3.372e-03 eta: 19:11:49 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 8.0036 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5640 loss: 2.5640 2022/06/26 19:28:24 - mmengine - INFO - Epoch(train) [110][3720/3757] lr: 3.372e-03 eta: 19:11:44 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 8.1674 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6894 loss: 2.6894 2022/06/26 19:28:29 - mmengine - INFO - Epoch(train) [110][3740/3757] lr: 3.372e-03 eta: 19:11:39 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 8.3019 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.2368 loss: 2.2368 2022/06/26 19:28:33 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 19:28:33 - mmengine - INFO - Saving checkpoint at 110 epochs 2022/06/26 19:28:46 - mmengine - INFO - Epoch(val) [110][20/310] eta: 0:01:45 time: 0.133 data_time: 0.032 memory: 5036 2022/06/26 19:28:50 - mmengine - INFO - Epoch(val) [110][40/310] eta: 0:01:34 time: 0.113 data_time: 0.008 memory: 1723 2022/06/26 19:28:55 - mmengine - INFO - Epoch(val) [110][60/310] eta: 0:00:26 time: 0.103 data_time: 0.002 memory: 1723 2022/06/26 19:28:59 - mmengine - INFO - Epoch(val) [110][80/310] eta: 0:00:24 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 19:29:07 - mmengine - INFO - Epoch(val) [110][100/310] eta: 0:01:16 time: 0.103 data_time: 0.002 memory: 1723 2022/06/26 19:29:11 - mmengine - INFO - Epoch(val) [110][120/310] eta: 0:01:08 time: 0.102 data_time: 0.002 memory: 1723 2022/06/26 19:29:16 - mmengine - INFO - Epoch(val) [110][140/310] eta: 0:00:19 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 19:29:21 - mmengine - INFO - Epoch(val) [110][160/310] eta: 0:00:15 time: 0.108 data_time: 0.001 memory: 1723 2022/06/26 19:29:28 - mmengine - INFO - Epoch(val) [110][180/310] eta: 0:00:46 time: 0.106 data_time: 0.002 memory: 1723 2022/06/26 19:29:32 - mmengine - INFO - Epoch(val) [110][200/310] eta: 0:00:38 time: 0.108 data_time: 0.001 memory: 1723 2022/06/26 19:29:38 - mmengine - INFO - Epoch(val) [110][220/310] eta: 0:00:16 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 19:29:42 - mmengine - INFO - Epoch(val) [110][240/310] eta: 0:00:11 time: 0.109 data_time: 0.001 memory: 1723 2022/06/26 19:29:49 - mmengine - INFO - Epoch(val) [110][260/310] eta: 0:00:16 time: 0.103 data_time: 0.002 memory: 1723 2022/06/26 19:29:53 - mmengine - INFO - Epoch(val) [110][280/310] eta: 0:00:09 time: 0.111 data_time: 0.002 memory: 1723 2022/06/26 19:29:55 - mmengine - INFO - Epoch(val) [110][300/310] eta: 0:00:01 time: 0.102 data_time: 0.001 memory: 1723 2022/06/26 19:29:57 - mmengine - INFO - Epoch(val) [110][310/310] acc/top1: 0.5499 acc/top5: 0.7865 acc/mean1: 0.5498 2022/06/26 19:30:07 - mmengine - INFO - Epoch(train) [111][20/3757] lr: 3.290e-03 eta: 19:11:31 time: 0.285 data_time: 0.003 memory: 5036 grad_norm: 7.9823 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2821 loss: 2.2821 2022/06/26 19:30:12 - mmengine - INFO - Epoch(train) [111][40/3757] lr: 3.290e-03 eta: 19:11:25 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 7.7743 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7269 loss: 1.7269 2022/06/26 19:30:18 - mmengine - INFO - Epoch(train) [111][60/3757] lr: 3.290e-03 eta: 19:11:20 time: 0.248 data_time: 0.004 memory: 5036 grad_norm: 8.7232 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.5259 loss: 2.5259 2022/06/26 19:30:24 - mmengine - INFO - Epoch(train) [111][80/3757] lr: 3.290e-03 eta: 19:11:15 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 8.4049 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.0848 loss: 2.0848 2022/06/26 19:30:29 - mmengine - INFO - Epoch(train) [111][100/3757] lr: 3.290e-03 eta: 19:11:10 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 8.1598 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9958 loss: 1.9958 2022/06/26 19:30:34 - mmengine - INFO - Epoch(train) [111][120/3757] lr: 3.290e-03 eta: 19:11:05 time: 0.335 data_time: 0.003 memory: 5036 grad_norm: 7.6268 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0933 loss: 2.0933 2022/06/26 19:30:40 - mmengine - INFO - Epoch(train) [111][140/3757] lr: 3.290e-03 eta: 19:10:59 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 7.8445 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.3496 loss: 2.3496 2022/06/26 19:30:45 - mmengine - INFO - Epoch(train) [111][160/3757] lr: 3.290e-03 eta: 19:10:54 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 9.4859 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.6688 loss: 2.6688 2022/06/26 19:30:51 - mmengine - INFO - Epoch(train) [111][180/3757] lr: 3.290e-03 eta: 19:10:49 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 7.3460 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9712 loss: 1.9712 2022/06/26 19:30:56 - mmengine - INFO - Epoch(train) [111][200/3757] lr: 3.290e-03 eta: 19:10:44 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 7.7660 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5457 loss: 2.5457 2022/06/26 19:31:01 - mmengine - INFO - Epoch(train) [111][220/3757] lr: 3.290e-03 eta: 19:10:39 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 9.4589 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.3564 loss: 2.3564 2022/06/26 19:31:06 - mmengine - INFO - Epoch(train) [111][240/3757] lr: 3.290e-03 eta: 19:10:34 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 8.7753 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 2.0248 loss: 2.0248 2022/06/26 19:31:12 - mmengine - INFO - Epoch(train) [111][260/3757] lr: 3.290e-03 eta: 19:10:28 time: 0.257 data_time: 0.004 memory: 5036 grad_norm: 8.7515 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1208 loss: 2.1208 2022/06/26 19:31:17 - mmengine - INFO - Epoch(train) [111][280/3757] lr: 3.290e-03 eta: 19:10:23 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 7.5915 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1470 loss: 2.1470 2022/06/26 19:31:22 - mmengine - INFO - Epoch(train) [111][300/3757] lr: 3.290e-03 eta: 19:10:18 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 8.4100 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.4581 loss: 2.4581 2022/06/26 19:31:27 - mmengine - INFO - Epoch(train) [111][320/3757] lr: 3.290e-03 eta: 19:10:12 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 8.2404 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5028 loss: 2.5028 2022/06/26 19:31:33 - mmengine - INFO - Epoch(train) [111][340/3757] lr: 3.290e-03 eta: 19:10:07 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 8.2321 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4081 loss: 2.4081 2022/06/26 19:31:38 - mmengine - INFO - Epoch(train) [111][360/3757] lr: 3.290e-03 eta: 19:10:02 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.3880 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.0477 loss: 2.0477 2022/06/26 19:31:43 - mmengine - INFO - Epoch(train) [111][380/3757] lr: 3.290e-03 eta: 19:09:57 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 7.8559 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.1646 loss: 2.1646 2022/06/26 19:31:48 - mmengine - INFO - Epoch(train) [111][400/3757] lr: 3.290e-03 eta: 19:09:51 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 7.6494 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2465 loss: 2.2465 2022/06/26 19:31:54 - mmengine - INFO - Epoch(train) [111][420/3757] lr: 3.290e-03 eta: 19:09:46 time: 0.246 data_time: 0.004 memory: 5036 grad_norm: 8.2181 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0800 loss: 2.0800 2022/06/26 19:31:59 - mmengine - INFO - Epoch(train) [111][440/3757] lr: 3.290e-03 eta: 19:09:41 time: 0.255 data_time: 0.013 memory: 5036 grad_norm: 8.8325 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2307 loss: 2.2307 2022/06/26 19:32:04 - mmengine - INFO - Epoch(train) [111][460/3757] lr: 3.290e-03 eta: 19:09:35 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 9.8053 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2420 loss: 2.2420 2022/06/26 19:32:09 - mmengine - INFO - Epoch(train) [111][480/3757] lr: 3.290e-03 eta: 19:09:30 time: 0.258 data_time: 0.010 memory: 5036 grad_norm: 7.4849 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0530 loss: 2.0530 2022/06/26 19:32:14 - mmengine - INFO - Epoch(train) [111][500/3757] lr: 3.290e-03 eta: 19:09:25 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 8.0601 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0470 loss: 2.0470 2022/06/26 19:32:20 - mmengine - INFO - Epoch(train) [111][520/3757] lr: 3.290e-03 eta: 19:09:20 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 7.5159 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.3835 loss: 2.3835 2022/06/26 19:32:25 - mmengine - INFO - Epoch(train) [111][540/3757] lr: 3.290e-03 eta: 19:09:14 time: 0.273 data_time: 0.004 memory: 5036 grad_norm: 9.2753 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.3224 loss: 2.3224 2022/06/26 19:32:30 - mmengine - INFO - Epoch(train) [111][560/3757] lr: 3.290e-03 eta: 19:09:09 time: 0.258 data_time: 0.010 memory: 5036 grad_norm: 7.6825 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.0128 loss: 2.0128 2022/06/26 19:32:36 - mmengine - INFO - Epoch(train) [111][580/3757] lr: 3.290e-03 eta: 19:09:04 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 8.0255 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1724 loss: 2.1724 2022/06/26 19:32:41 - mmengine - INFO - Epoch(train) [111][600/3757] lr: 3.290e-03 eta: 19:08:59 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 6.8601 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1211 loss: 2.1211 2022/06/26 19:32:46 - mmengine - INFO - Epoch(train) [111][620/3757] lr: 3.290e-03 eta: 19:08:53 time: 0.251 data_time: 0.009 memory: 5036 grad_norm: 9.2741 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2174 loss: 2.2174 2022/06/26 19:32:51 - mmengine - INFO - Epoch(train) [111][640/3757] lr: 3.290e-03 eta: 19:08:48 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 7.6989 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.3618 loss: 2.3618 2022/06/26 19:32:57 - mmengine - INFO - Epoch(train) [111][660/3757] lr: 3.290e-03 eta: 19:08:43 time: 0.250 data_time: 0.008 memory: 5036 grad_norm: 8.3899 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2973 loss: 2.2973 2022/06/26 19:33:02 - mmengine - INFO - Epoch(train) [111][680/3757] lr: 3.290e-03 eta: 19:08:38 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 8.7116 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.6940 loss: 2.6940 2022/06/26 19:33:08 - mmengine - INFO - Epoch(train) [111][700/3757] lr: 3.290e-03 eta: 19:08:33 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 7.6153 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9755 loss: 1.9755 2022/06/26 19:33:13 - mmengine - INFO - Epoch(train) [111][720/3757] lr: 3.290e-03 eta: 19:08:27 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 8.8563 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.2735 loss: 2.2735 2022/06/26 19:33:16 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 19:33:19 - mmengine - INFO - Epoch(train) [111][740/3757] lr: 3.290e-03 eta: 19:08:22 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 8.2568 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2895 loss: 2.2895 2022/06/26 19:33:24 - mmengine - INFO - Epoch(train) [111][760/3757] lr: 3.290e-03 eta: 19:08:17 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 8.4224 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9664 loss: 1.9664 2022/06/26 19:33:29 - mmengine - INFO - Epoch(train) [111][780/3757] lr: 3.290e-03 eta: 19:08:12 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 8.4316 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.0107 loss: 2.0107 2022/06/26 19:33:34 - mmengine - INFO - Epoch(train) [111][800/3757] lr: 3.290e-03 eta: 19:08:06 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 9.6537 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1999 loss: 2.1999 2022/06/26 19:33:40 - mmengine - INFO - Epoch(train) [111][820/3757] lr: 3.290e-03 eta: 19:08:01 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 8.8494 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.8098 loss: 1.8098 2022/06/26 19:33:45 - mmengine - INFO - Epoch(train) [111][840/3757] lr: 3.290e-03 eta: 19:07:56 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 8.4403 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1801 loss: 2.1801 2022/06/26 19:33:50 - mmengine - INFO - Epoch(train) [111][860/3757] lr: 3.290e-03 eta: 19:07:51 time: 0.248 data_time: 0.004 memory: 5036 grad_norm: 9.7639 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6353 loss: 1.6353 2022/06/26 19:33:55 - mmengine - INFO - Epoch(train) [111][880/3757] lr: 3.290e-03 eta: 19:07:45 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 9.3345 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7413 loss: 1.7413 2022/06/26 19:34:00 - mmengine - INFO - Epoch(train) [111][900/3757] lr: 3.290e-03 eta: 19:07:40 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.5285 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2743 loss: 2.2743 2022/06/26 19:34:06 - mmengine - INFO - Epoch(train) [111][920/3757] lr: 3.290e-03 eta: 19:07:35 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 7.5792 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.0785 loss: 2.0785 2022/06/26 19:34:11 - mmengine - INFO - Epoch(train) [111][940/3757] lr: 3.290e-03 eta: 19:07:29 time: 0.253 data_time: 0.004 memory: 5036 grad_norm: 7.5076 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0961 loss: 2.0961 2022/06/26 19:34:16 - mmengine - INFO - Epoch(train) [111][960/3757] lr: 3.290e-03 eta: 19:07:24 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 8.6227 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.1185 loss: 2.1185 2022/06/26 19:34:21 - mmengine - INFO - Epoch(train) [111][980/3757] lr: 3.290e-03 eta: 19:07:19 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 8.4823 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4813 loss: 2.4813 2022/06/26 19:34:26 - mmengine - INFO - Epoch(train) [111][1000/3757] lr: 3.290e-03 eta: 19:07:13 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.5784 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.3910 loss: 2.3910 2022/06/26 19:34:32 - mmengine - INFO - Epoch(train) [111][1020/3757] lr: 3.290e-03 eta: 19:07:08 time: 0.248 data_time: 0.004 memory: 5036 grad_norm: 8.3692 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.1294 loss: 2.1294 2022/06/26 19:34:37 - mmengine - INFO - Epoch(train) [111][1040/3757] lr: 3.290e-03 eta: 19:07:03 time: 0.271 data_time: 0.009 memory: 5036 grad_norm: 8.6398 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2421 loss: 2.2421 2022/06/26 19:34:42 - mmengine - INFO - Epoch(train) [111][1060/3757] lr: 3.290e-03 eta: 19:06:58 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 8.8225 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.9957 loss: 1.9957 2022/06/26 19:34:47 - mmengine - INFO - Epoch(train) [111][1080/3757] lr: 3.290e-03 eta: 19:06:52 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.2154 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2684 loss: 2.2684 2022/06/26 19:34:52 - mmengine - INFO - Epoch(train) [111][1100/3757] lr: 3.290e-03 eta: 19:06:47 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 8.0183 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.4977 loss: 2.4977 2022/06/26 19:34:58 - mmengine - INFO - Epoch(train) [111][1120/3757] lr: 3.290e-03 eta: 19:06:42 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 7.9454 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3029 loss: 2.3029 2022/06/26 19:35:03 - mmengine - INFO - Epoch(train) [111][1140/3757] lr: 3.290e-03 eta: 19:06:36 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 8.8815 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1315 loss: 2.1315 2022/06/26 19:35:08 - mmengine - INFO - Epoch(train) [111][1160/3757] lr: 3.290e-03 eta: 19:06:31 time: 0.250 data_time: 0.009 memory: 5036 grad_norm: 7.9455 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1755 loss: 2.1755 2022/06/26 19:35:13 - mmengine - INFO - Epoch(train) [111][1180/3757] lr: 3.290e-03 eta: 19:06:26 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 8.6426 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1642 loss: 2.1642 2022/06/26 19:35:19 - mmengine - INFO - Epoch(train) [111][1200/3757] lr: 3.290e-03 eta: 19:06:21 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 7.4802 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0747 loss: 2.0747 2022/06/26 19:35:24 - mmengine - INFO - Epoch(train) [111][1220/3757] lr: 3.290e-03 eta: 19:06:15 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 7.4761 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9584 loss: 1.9584 2022/06/26 19:35:29 - mmengine - INFO - Epoch(train) [111][1240/3757] lr: 3.290e-03 eta: 19:06:10 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 8.7434 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.0228 loss: 2.0228 2022/06/26 19:35:34 - mmengine - INFO - Epoch(train) [111][1260/3757] lr: 3.290e-03 eta: 19:06:05 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 8.2358 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.7815 loss: 1.7815 2022/06/26 19:35:40 - mmengine - INFO - Epoch(train) [111][1280/3757] lr: 3.290e-03 eta: 19:06:00 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 7.5761 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.8698 loss: 1.8698 2022/06/26 19:35:45 - mmengine - INFO - Epoch(train) [111][1300/3757] lr: 3.290e-03 eta: 19:05:54 time: 0.410 data_time: 0.006 memory: 5036 grad_norm: 7.8574 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5909 loss: 2.5909 2022/06/26 19:35:50 - mmengine - INFO - Epoch(train) [111][1320/3757] lr: 3.290e-03 eta: 19:05:49 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 7.0448 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3283 loss: 2.3283 2022/06/26 19:35:56 - mmengine - INFO - Epoch(train) [111][1340/3757] lr: 3.290e-03 eta: 19:05:44 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 8.5366 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.2492 loss: 2.2492 2022/06/26 19:36:01 - mmengine - INFO - Epoch(train) [111][1360/3757] lr: 3.290e-03 eta: 19:05:38 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 9.2927 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1546 loss: 2.1546 2022/06/26 19:36:06 - mmengine - INFO - Epoch(train) [111][1380/3757] lr: 3.290e-03 eta: 19:05:33 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 7.8249 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.1975 loss: 2.1975 2022/06/26 19:36:11 - mmengine - INFO - Epoch(train) [111][1400/3757] lr: 3.290e-03 eta: 19:05:28 time: 0.250 data_time: 0.007 memory: 5036 grad_norm: 7.0995 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.8264 loss: 1.8264 2022/06/26 19:36:16 - mmengine - INFO - Epoch(train) [111][1420/3757] lr: 3.290e-03 eta: 19:05:23 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 8.7550 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9506 loss: 1.9506 2022/06/26 19:36:22 - mmengine - INFO - Epoch(train) [111][1440/3757] lr: 3.290e-03 eta: 19:05:17 time: 0.267 data_time: 0.003 memory: 5036 grad_norm: 9.0455 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 1.9738 loss: 1.9738 2022/06/26 19:36:27 - mmengine - INFO - Epoch(train) [111][1460/3757] lr: 3.290e-03 eta: 19:05:12 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 7.0276 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.8307 loss: 1.8307 2022/06/26 19:36:32 - mmengine - INFO - Epoch(train) [111][1480/3757] lr: 3.290e-03 eta: 19:05:07 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 7.0889 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2945 loss: 2.2945 2022/06/26 19:36:37 - mmengine - INFO - Epoch(train) [111][1500/3757] lr: 3.290e-03 eta: 19:05:01 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 8.1803 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.1159 loss: 2.1159 2022/06/26 19:36:42 - mmengine - INFO - Epoch(train) [111][1520/3757] lr: 3.290e-03 eta: 19:04:56 time: 0.249 data_time: 0.007 memory: 5036 grad_norm: 7.4002 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.1007 loss: 2.1007 2022/06/26 19:36:48 - mmengine - INFO - Epoch(train) [111][1540/3757] lr: 3.290e-03 eta: 19:04:51 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 9.1387 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1351 loss: 2.1351 2022/06/26 19:36:53 - mmengine - INFO - Epoch(train) [111][1560/3757] lr: 3.290e-03 eta: 19:04:45 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 8.2324 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.3511 loss: 2.3511 2022/06/26 19:36:58 - mmengine - INFO - Epoch(train) [111][1580/3757] lr: 3.290e-03 eta: 19:04:40 time: 0.264 data_time: 0.009 memory: 5036 grad_norm: 9.9401 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 1.7747 loss: 1.7747 2022/06/26 19:37:03 - mmengine - INFO - Epoch(train) [111][1600/3757] lr: 3.290e-03 eta: 19:04:35 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 8.9957 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.4222 loss: 2.4222 2022/06/26 19:37:08 - mmengine - INFO - Epoch(train) [111][1620/3757] lr: 3.290e-03 eta: 19:04:30 time: 0.250 data_time: 0.009 memory: 5036 grad_norm: 9.1048 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.2708 loss: 2.2708 2022/06/26 19:37:14 - mmengine - INFO - Epoch(train) [111][1640/3757] lr: 3.290e-03 eta: 19:04:24 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 9.2784 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8100 loss: 1.8100 2022/06/26 19:37:19 - mmengine - INFO - Epoch(train) [111][1660/3757] lr: 3.290e-03 eta: 19:04:19 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 9.4234 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.1173 loss: 2.1173 2022/06/26 19:37:24 - mmengine - INFO - Epoch(train) [111][1680/3757] lr: 3.290e-03 eta: 19:04:14 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 8.1567 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.2125 loss: 2.2125 2022/06/26 19:37:29 - mmengine - INFO - Epoch(train) [111][1700/3757] lr: 3.290e-03 eta: 19:04:08 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 8.2963 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.2850 loss: 2.2850 2022/06/26 19:37:35 - mmengine - INFO - Epoch(train) [111][1720/3757] lr: 3.290e-03 eta: 19:04:03 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 7.0495 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.3973 loss: 2.3973 2022/06/26 19:37:38 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 19:37:40 - mmengine - INFO - Epoch(train) [111][1740/3757] lr: 3.290e-03 eta: 19:03:58 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.7445 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.8665 loss: 1.8665 2022/06/26 19:37:46 - mmengine - INFO - Epoch(train) [111][1760/3757] lr: 3.290e-03 eta: 19:03:53 time: 0.401 data_time: 0.148 memory: 5036 grad_norm: 7.9548 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9880 loss: 1.9880 2022/06/26 19:37:51 - mmengine - INFO - Epoch(train) [111][1780/3757] lr: 3.290e-03 eta: 19:03:48 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 7.4186 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.9772 loss: 1.9772 2022/06/26 19:37:56 - mmengine - INFO - Epoch(train) [111][1800/3757] lr: 3.290e-03 eta: 19:03:42 time: 0.256 data_time: 0.010 memory: 5036 grad_norm: 8.4911 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1111 loss: 2.1111 2022/06/26 19:38:01 - mmengine - INFO - Epoch(train) [111][1820/3757] lr: 3.290e-03 eta: 19:03:37 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 9.2384 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2506 loss: 2.2506 2022/06/26 19:38:06 - mmengine - INFO - Epoch(train) [111][1840/3757] lr: 3.290e-03 eta: 19:03:32 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 9.1130 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4672 loss: 2.4672 2022/06/26 19:38:11 - mmengine - INFO - Epoch(train) [111][1860/3757] lr: 3.290e-03 eta: 19:03:26 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 10.6317 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1024 loss: 2.1024 2022/06/26 19:38:17 - mmengine - INFO - Epoch(train) [111][1880/3757] lr: 3.290e-03 eta: 19:03:21 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 9.3872 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8234 loss: 1.8234 2022/06/26 19:38:22 - mmengine - INFO - Epoch(train) [111][1900/3757] lr: 3.290e-03 eta: 19:03:16 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 9.5585 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.1891 loss: 2.1891 2022/06/26 19:38:27 - mmengine - INFO - Epoch(train) [111][1920/3757] lr: 3.290e-03 eta: 19:03:11 time: 0.257 data_time: 0.010 memory: 5036 grad_norm: 7.7964 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0635 loss: 2.0635 2022/06/26 19:38:33 - mmengine - INFO - Epoch(train) [111][1940/3757] lr: 3.290e-03 eta: 19:03:05 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 8.0362 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2196 loss: 2.2196 2022/06/26 19:38:38 - mmengine - INFO - Epoch(train) [111][1960/3757] lr: 3.290e-03 eta: 19:03:00 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 9.9123 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0376 loss: 2.0376 2022/06/26 19:38:43 - mmengine - INFO - Epoch(train) [111][1980/3757] lr: 3.290e-03 eta: 19:02:55 time: 0.254 data_time: 0.008 memory: 5036 grad_norm: 8.0797 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0604 loss: 2.0604 2022/06/26 19:38:48 - mmengine - INFO - Epoch(train) [111][2000/3757] lr: 3.290e-03 eta: 19:02:50 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 7.4145 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9907 loss: 1.9907 2022/06/26 19:38:54 - mmengine - INFO - Epoch(train) [111][2020/3757] lr: 3.290e-03 eta: 19:02:44 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 7.7465 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3714 loss: 2.3714 2022/06/26 19:38:59 - mmengine - INFO - Epoch(train) [111][2040/3757] lr: 3.290e-03 eta: 19:02:39 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 6.6188 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3901 loss: 2.3901 2022/06/26 19:39:04 - mmengine - INFO - Epoch(train) [111][2060/3757] lr: 3.290e-03 eta: 19:02:34 time: 0.257 data_time: 0.014 memory: 5036 grad_norm: 9.7558 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.6312 loss: 1.6312 2022/06/26 19:39:10 - mmengine - INFO - Epoch(train) [111][2080/3757] lr: 3.290e-03 eta: 19:02:29 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 9.3698 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.1319 loss: 2.1319 2022/06/26 19:39:15 - mmengine - INFO - Epoch(train) [111][2100/3757] lr: 3.290e-03 eta: 19:02:23 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 7.5755 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3782 loss: 2.3782 2022/06/26 19:39:20 - mmengine - INFO - Epoch(train) [111][2120/3757] lr: 3.290e-03 eta: 19:02:18 time: 0.263 data_time: 0.007 memory: 5036 grad_norm: 7.8472 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0975 loss: 2.0975 2022/06/26 19:39:25 - mmengine - INFO - Epoch(train) [111][2140/3757] lr: 3.290e-03 eta: 19:02:13 time: 0.300 data_time: 0.006 memory: 5036 grad_norm: 9.5664 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.4485 loss: 2.4485 2022/06/26 19:39:30 - mmengine - INFO - Epoch(train) [111][2160/3757] lr: 3.290e-03 eta: 19:02:07 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 8.3910 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0225 loss: 2.0225 2022/06/26 19:39:36 - mmengine - INFO - Epoch(train) [111][2180/3757] lr: 3.290e-03 eta: 19:02:02 time: 0.260 data_time: 0.013 memory: 5036 grad_norm: 8.2109 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5595 loss: 2.5595 2022/06/26 19:39:41 - mmengine - INFO - Epoch(train) [111][2200/3757] lr: 3.290e-03 eta: 19:01:57 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 9.7099 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 1.9907 loss: 1.9907 2022/06/26 19:39:46 - mmengine - INFO - Epoch(train) [111][2220/3757] lr: 3.290e-03 eta: 19:01:52 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 8.1869 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.1914 loss: 2.1914 2022/06/26 19:39:52 - mmengine - INFO - Epoch(train) [111][2240/3757] lr: 3.290e-03 eta: 19:01:46 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 7.8200 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1815 loss: 2.1815 2022/06/26 19:39:57 - mmengine - INFO - Epoch(train) [111][2260/3757] lr: 3.290e-03 eta: 19:01:41 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 8.7183 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.1570 loss: 2.1570 2022/06/26 19:40:02 - mmengine - INFO - Epoch(train) [111][2280/3757] lr: 3.290e-03 eta: 19:01:36 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 9.2096 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.3080 loss: 2.3080 2022/06/26 19:40:07 - mmengine - INFO - Epoch(train) [111][2300/3757] lr: 3.290e-03 eta: 19:01:31 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 7.8629 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.7146 loss: 2.7146 2022/06/26 19:40:12 - mmengine - INFO - Epoch(train) [111][2320/3757] lr: 3.290e-03 eta: 19:01:25 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 9.5417 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.0402 loss: 2.0402 2022/06/26 19:40:18 - mmengine - INFO - Epoch(train) [111][2340/3757] lr: 3.290e-03 eta: 19:01:20 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 9.9238 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.0056 loss: 2.0056 2022/06/26 19:40:23 - mmengine - INFO - Epoch(train) [111][2360/3757] lr: 3.290e-03 eta: 19:01:15 time: 0.262 data_time: 0.009 memory: 5036 grad_norm: 9.3157 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1517 loss: 2.1517 2022/06/26 19:40:28 - mmengine - INFO - Epoch(train) [111][2380/3757] lr: 3.290e-03 eta: 19:01:09 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.3556 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9337 loss: 1.9337 2022/06/26 19:40:33 - mmengine - INFO - Epoch(train) [111][2400/3757] lr: 3.290e-03 eta: 19:01:04 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 8.0492 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2038 loss: 2.2038 2022/06/26 19:40:38 - mmengine - INFO - Epoch(train) [111][2420/3757] lr: 3.290e-03 eta: 19:00:59 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 8.7800 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.4602 loss: 2.4602 2022/06/26 19:40:44 - mmengine - INFO - Epoch(train) [111][2440/3757] lr: 3.290e-03 eta: 19:00:53 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 7.7729 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.6068 loss: 2.6068 2022/06/26 19:40:49 - mmengine - INFO - Epoch(train) [111][2460/3757] lr: 3.290e-03 eta: 19:00:48 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 10.1411 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4336 loss: 2.4336 2022/06/26 19:40:54 - mmengine - INFO - Epoch(train) [111][2480/3757] lr: 3.290e-03 eta: 19:00:43 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 9.7298 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3056 loss: 2.3056 2022/06/26 19:40:59 - mmengine - INFO - Epoch(train) [111][2500/3757] lr: 3.290e-03 eta: 19:00:38 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 7.7309 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0034 loss: 2.0034 2022/06/26 19:41:05 - mmengine - INFO - Epoch(train) [111][2520/3757] lr: 3.290e-03 eta: 19:00:32 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 8.8617 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.3102 loss: 2.3102 2022/06/26 19:41:10 - mmengine - INFO - Epoch(train) [111][2540/3757] lr: 3.290e-03 eta: 19:00:27 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 8.5982 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.1056 loss: 2.1056 2022/06/26 19:41:15 - mmengine - INFO - Epoch(train) [111][2560/3757] lr: 3.290e-03 eta: 19:00:22 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 8.5908 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0232 loss: 2.0232 2022/06/26 19:41:20 - mmengine - INFO - Epoch(train) [111][2580/3757] lr: 3.290e-03 eta: 19:00:16 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 9.1411 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.4504 loss: 2.4504 2022/06/26 19:41:25 - mmengine - INFO - Epoch(train) [111][2600/3757] lr: 3.290e-03 eta: 19:00:11 time: 0.272 data_time: 0.006 memory: 5036 grad_norm: 9.5391 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.5074 loss: 2.5074 2022/06/26 19:41:31 - mmengine - INFO - Epoch(train) [111][2620/3757] lr: 3.290e-03 eta: 19:00:06 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 7.2986 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3916 loss: 2.3916 2022/06/26 19:41:36 - mmengine - INFO - Epoch(train) [111][2640/3757] lr: 3.290e-03 eta: 19:00:01 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 9.1102 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1022 loss: 2.1022 2022/06/26 19:41:41 - mmengine - INFO - Epoch(train) [111][2660/3757] lr: 3.290e-03 eta: 18:59:55 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 7.8257 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.6786 loss: 2.6786 2022/06/26 19:41:46 - mmengine - INFO - Epoch(train) [111][2680/3757] lr: 3.290e-03 eta: 18:59:50 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 9.4570 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0418 loss: 2.0418 2022/06/26 19:41:52 - mmengine - INFO - Epoch(train) [111][2700/3757] lr: 3.290e-03 eta: 18:59:45 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 8.5708 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1674 loss: 2.1674 2022/06/26 19:41:57 - mmengine - INFO - Epoch(train) [111][2720/3757] lr: 3.290e-03 eta: 18:59:40 time: 0.259 data_time: 0.009 memory: 5036 grad_norm: 9.2023 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 2.2849 loss: 2.2849 2022/06/26 19:42:00 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 19:42:02 - mmengine - INFO - Epoch(train) [111][2740/3757] lr: 3.290e-03 eta: 18:59:34 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 7.1437 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6558 loss: 1.6558 2022/06/26 19:42:08 - mmengine - INFO - Epoch(train) [111][2760/3757] lr: 3.290e-03 eta: 18:59:29 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 7.5235 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.9646 loss: 1.9646 2022/06/26 19:42:13 - mmengine - INFO - Epoch(train) [111][2780/3757] lr: 3.290e-03 eta: 18:59:24 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 8.0642 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4802 loss: 2.4802 2022/06/26 19:42:18 - mmengine - INFO - Epoch(train) [111][2800/3757] lr: 3.290e-03 eta: 18:59:19 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 8.3278 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5885 loss: 1.5885 2022/06/26 19:42:23 - mmengine - INFO - Epoch(train) [111][2820/3757] lr: 3.290e-03 eta: 18:59:13 time: 0.256 data_time: 0.014 memory: 5036 grad_norm: 9.1910 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.8428 loss: 1.8428 2022/06/26 19:42:29 - mmengine - INFO - Epoch(train) [111][2840/3757] lr: 3.290e-03 eta: 18:59:08 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 7.7416 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6794 loss: 2.6794 2022/06/26 19:42:34 - mmengine - INFO - Epoch(train) [111][2860/3757] lr: 3.290e-03 eta: 18:59:03 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 10.1184 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.6843 loss: 1.6843 2022/06/26 19:42:39 - mmengine - INFO - Epoch(train) [111][2880/3757] lr: 3.290e-03 eta: 18:58:57 time: 0.250 data_time: 0.007 memory: 5036 grad_norm: 7.5967 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.2449 loss: 2.2449 2022/06/26 19:42:44 - mmengine - INFO - Epoch(train) [111][2900/3757] lr: 3.290e-03 eta: 18:58:52 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 8.6363 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2869 loss: 2.2869 2022/06/26 19:42:49 - mmengine - INFO - Epoch(train) [111][2920/3757] lr: 3.290e-03 eta: 18:58:47 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 8.4043 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2950 loss: 2.2950 2022/06/26 19:42:55 - mmengine - INFO - Epoch(train) [111][2940/3757] lr: 3.290e-03 eta: 18:58:41 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 6.1053 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.2465 loss: 2.2465 2022/06/26 19:43:00 - mmengine - INFO - Epoch(train) [111][2960/3757] lr: 3.290e-03 eta: 18:58:36 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 8.2872 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2713 loss: 2.2713 2022/06/26 19:43:05 - mmengine - INFO - Epoch(train) [111][2980/3757] lr: 3.290e-03 eta: 18:58:31 time: 0.264 data_time: 0.008 memory: 5036 grad_norm: 10.3205 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4022 loss: 2.4022 2022/06/26 19:43:11 - mmengine - INFO - Epoch(train) [111][3000/3757] lr: 3.290e-03 eta: 18:58:26 time: 0.257 data_time: 0.012 memory: 5036 grad_norm: 8.1055 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.8904 loss: 1.8904 2022/06/26 19:43:16 - mmengine - INFO - Epoch(train) [111][3020/3757] lr: 3.290e-03 eta: 18:58:20 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 8.0984 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6438 loss: 2.6438 2022/06/26 19:43:21 - mmengine - INFO - Epoch(train) [111][3040/3757] lr: 3.290e-03 eta: 18:58:15 time: 0.256 data_time: 0.015 memory: 5036 grad_norm: 9.3568 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5045 loss: 2.5045 2022/06/26 19:43:26 - mmengine - INFO - Epoch(train) [111][3060/3757] lr: 3.290e-03 eta: 18:58:10 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 7.6182 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0449 loss: 2.0449 2022/06/26 19:43:31 - mmengine - INFO - Epoch(train) [111][3080/3757] lr: 3.290e-03 eta: 18:58:05 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 8.3508 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1645 loss: 2.1645 2022/06/26 19:43:37 - mmengine - INFO - Epoch(train) [111][3100/3757] lr: 3.290e-03 eta: 18:58:00 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 8.7244 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1982 loss: 2.1982 2022/06/26 19:43:42 - mmengine - INFO - Epoch(train) [111][3120/3757] lr: 3.290e-03 eta: 18:57:54 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 7.5341 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.8784 loss: 2.8784 2022/06/26 19:43:47 - mmengine - INFO - Epoch(train) [111][3140/3757] lr: 3.290e-03 eta: 18:57:49 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 8.5415 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.1455 loss: 2.1455 2022/06/26 19:43:53 - mmengine - INFO - Epoch(train) [111][3160/3757] lr: 3.290e-03 eta: 18:57:44 time: 0.264 data_time: 0.006 memory: 5036 grad_norm: 7.6777 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.4145 loss: 2.4145 2022/06/26 19:43:58 - mmengine - INFO - Epoch(train) [111][3180/3757] lr: 3.290e-03 eta: 18:57:38 time: 0.268 data_time: 0.006 memory: 5036 grad_norm: 8.0337 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6561 loss: 1.6561 2022/06/26 19:44:03 - mmengine - INFO - Epoch(train) [111][3200/3757] lr: 3.290e-03 eta: 18:57:33 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 8.9318 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2823 loss: 2.2823 2022/06/26 19:44:08 - mmengine - INFO - Epoch(train) [111][3220/3757] lr: 3.290e-03 eta: 18:57:28 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 6.5892 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.1416 loss: 2.1416 2022/06/26 19:44:14 - mmengine - INFO - Epoch(train) [111][3240/3757] lr: 3.290e-03 eta: 18:57:23 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 8.0193 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.1879 loss: 2.1879 2022/06/26 19:44:19 - mmengine - INFO - Epoch(train) [111][3260/3757] lr: 3.290e-03 eta: 18:57:17 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 8.3906 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.9026 loss: 1.9026 2022/06/26 19:44:24 - mmengine - INFO - Epoch(train) [111][3280/3757] lr: 3.290e-03 eta: 18:57:12 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 10.1321 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.7876 loss: 1.7876 2022/06/26 19:44:29 - mmengine - INFO - Epoch(train) [111][3300/3757] lr: 3.290e-03 eta: 18:57:07 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 7.2078 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.3044 loss: 2.3044 2022/06/26 19:44:35 - mmengine - INFO - Epoch(train) [111][3320/3757] lr: 3.290e-03 eta: 18:57:01 time: 0.247 data_time: 0.007 memory: 5036 grad_norm: 6.8477 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0740 loss: 2.0740 2022/06/26 19:44:40 - mmengine - INFO - Epoch(train) [111][3340/3757] lr: 3.290e-03 eta: 18:56:56 time: 0.251 data_time: 0.009 memory: 5036 grad_norm: 8.5084 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2474 loss: 2.2474 2022/06/26 19:44:45 - mmengine - INFO - Epoch(train) [111][3360/3757] lr: 3.290e-03 eta: 18:56:51 time: 0.250 data_time: 0.007 memory: 5036 grad_norm: 8.3160 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1691 loss: 2.1691 2022/06/26 19:44:50 - mmengine - INFO - Epoch(train) [111][3380/3757] lr: 3.290e-03 eta: 18:56:46 time: 0.254 data_time: 0.008 memory: 5036 grad_norm: 8.5755 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 2.5250 loss: 2.5250 2022/06/26 19:44:55 - mmengine - INFO - Epoch(train) [111][3400/3757] lr: 3.290e-03 eta: 18:56:40 time: 0.269 data_time: 0.006 memory: 5036 grad_norm: 9.3076 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.6310 loss: 2.6310 2022/06/26 19:45:01 - mmengine - INFO - Epoch(train) [111][3420/3757] lr: 3.290e-03 eta: 18:56:35 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 7.8795 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2118 loss: 2.2118 2022/06/26 19:45:06 - mmengine - INFO - Epoch(train) [111][3440/3757] lr: 3.290e-03 eta: 18:56:30 time: 0.269 data_time: 0.006 memory: 5036 grad_norm: 6.8659 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4041 loss: 2.4041 2022/06/26 19:45:11 - mmengine - INFO - Epoch(train) [111][3460/3757] lr: 3.290e-03 eta: 18:56:24 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 9.0332 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.0316 loss: 2.0316 2022/06/26 19:45:16 - mmengine - INFO - Epoch(train) [111][3480/3757] lr: 3.290e-03 eta: 18:56:19 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 6.9646 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5298 loss: 2.5298 2022/06/26 19:45:22 - mmengine - INFO - Epoch(train) [111][3500/3757] lr: 3.290e-03 eta: 18:56:14 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 7.7462 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1559 loss: 2.1559 2022/06/26 19:45:27 - mmengine - INFO - Epoch(train) [111][3520/3757] lr: 3.290e-03 eta: 18:56:09 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 7.4785 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.3398 loss: 2.3398 2022/06/26 19:45:32 - mmengine - INFO - Epoch(train) [111][3540/3757] lr: 3.290e-03 eta: 18:56:03 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 8.8337 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0266 loss: 2.0266 2022/06/26 19:45:37 - mmengine - INFO - Epoch(train) [111][3560/3757] lr: 3.290e-03 eta: 18:55:58 time: 0.250 data_time: 0.009 memory: 5036 grad_norm: 8.4934 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1550 loss: 2.1550 2022/06/26 19:45:42 - mmengine - INFO - Epoch(train) [111][3580/3757] lr: 3.290e-03 eta: 18:55:53 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 8.8576 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.0414 loss: 2.0414 2022/06/26 19:45:47 - mmengine - INFO - Epoch(train) [111][3600/3757] lr: 3.290e-03 eta: 18:55:47 time: 0.267 data_time: 0.003 memory: 5036 grad_norm: 9.6982 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3246 loss: 2.3246 2022/06/26 19:45:53 - mmengine - INFO - Epoch(train) [111][3620/3757] lr: 3.290e-03 eta: 18:55:42 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 8.2034 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9233 loss: 1.9233 2022/06/26 19:45:58 - mmengine - INFO - Epoch(train) [111][3640/3757] lr: 3.290e-03 eta: 18:55:37 time: 0.259 data_time: 0.010 memory: 5036 grad_norm: 8.3400 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7628 loss: 1.7628 2022/06/26 19:46:03 - mmengine - INFO - Epoch(train) [111][3660/3757] lr: 3.290e-03 eta: 18:55:31 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 7.9342 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.5601 loss: 2.5601 2022/06/26 19:46:09 - mmengine - INFO - Epoch(train) [111][3680/3757] lr: 3.290e-03 eta: 18:55:26 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 8.2595 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2615 loss: 2.2615 2022/06/26 19:46:14 - mmengine - INFO - Epoch(train) [111][3700/3757] lr: 3.290e-03 eta: 18:55:21 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 8.1163 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.6645 loss: 2.6645 2022/06/26 19:46:19 - mmengine - INFO - Epoch(train) [111][3720/3757] lr: 3.290e-03 eta: 18:55:16 time: 0.255 data_time: 0.010 memory: 5036 grad_norm: 7.2662 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2232 loss: 2.2232 2022/06/26 19:46:22 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 19:46:24 - mmengine - INFO - Epoch(train) [111][3740/3757] lr: 3.290e-03 eta: 18:55:10 time: 0.238 data_time: 0.006 memory: 5036 grad_norm: 6.9955 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.0168 loss: 2.0168 2022/06/26 19:46:28 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 19:46:28 - mmengine - INFO - Saving checkpoint at 111 epochs 2022/06/26 19:46:41 - mmengine - INFO - Epoch(val) [111][20/310] eta: 0:01:47 time: 0.106 data_time: 0.005 memory: 5036 2022/06/26 19:46:46 - mmengine - INFO - Epoch(val) [111][40/310] eta: 0:01:38 time: 0.105 data_time: 0.002 memory: 1723 2022/06/26 19:46:51 - mmengine - INFO - Epoch(val) [111][60/310] eta: 0:00:26 time: 0.109 data_time: 0.002 memory: 1723 2022/06/26 19:46:55 - mmengine - INFO - Epoch(val) [111][80/310] eta: 0:00:24 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 19:47:02 - mmengine - INFO - Epoch(val) [111][100/310] eta: 0:01:15 time: 0.169 data_time: 0.062 memory: 1723 2022/06/26 19:47:07 - mmengine - INFO - Epoch(val) [111][120/310] eta: 0:01:10 time: 0.106 data_time: 0.004 memory: 1723 2022/06/26 19:47:12 - mmengine - INFO - Epoch(val) [111][140/310] eta: 0:00:23 time: 0.103 data_time: 0.002 memory: 1723 2022/06/26 19:47:16 - mmengine - INFO - Epoch(val) [111][160/310] eta: 0:00:15 time: 0.104 data_time: 0.002 memory: 1723 2022/06/26 19:47:23 - mmengine - INFO - Epoch(val) [111][180/310] eta: 0:00:45 time: 0.368 data_time: 0.266 memory: 1723 2022/06/26 19:47:28 - mmengine - INFO - Epoch(val) [111][200/310] eta: 0:00:39 time: 0.104 data_time: 0.002 memory: 1723 2022/06/26 19:47:33 - mmengine - INFO - Epoch(val) [111][220/310] eta: 0:00:19 time: 0.103 data_time: 0.002 memory: 1723 2022/06/26 19:47:37 - mmengine - INFO - Epoch(val) [111][240/310] eta: 0:00:07 time: 0.103 data_time: 0.002 memory: 1723 2022/06/26 19:47:45 - mmengine - INFO - Epoch(val) [111][260/310] eta: 0:00:17 time: 0.738 data_time: 0.632 memory: 1723 2022/06/26 19:47:48 - mmengine - INFO - Epoch(val) [111][280/310] eta: 0:00:07 time: 0.116 data_time: 0.002 memory: 1723 2022/06/26 19:47:50 - mmengine - INFO - Epoch(val) [111][300/310] eta: 0:00:01 time: 0.097 data_time: 0.001 memory: 1723 2022/06/26 19:47:52 - mmengine - INFO - Epoch(val) [111][310/310] acc/top1: 0.5536 acc/top5: 0.7881 acc/mean1: 0.5535 2022/06/26 19:48:02 - mmengine - INFO - Epoch(train) [112][20/3757] lr: 3.208e-03 eta: 18:55:02 time: 0.279 data_time: 0.003 memory: 5036 grad_norm: 8.5859 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1901 loss: 2.1901 2022/06/26 19:48:08 - mmengine - INFO - Epoch(train) [112][40/3757] lr: 3.208e-03 eta: 18:54:57 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 8.9515 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.5267 loss: 2.5267 2022/06/26 19:48:13 - mmengine - INFO - Epoch(train) [112][60/3757] lr: 3.208e-03 eta: 18:54:52 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 8.3575 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2306 loss: 2.2306 2022/06/26 19:48:18 - mmengine - INFO - Epoch(train) [112][80/3757] lr: 3.208e-03 eta: 18:54:46 time: 0.271 data_time: 0.023 memory: 5036 grad_norm: 7.0662 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.3727 loss: 2.3727 2022/06/26 19:48:24 - mmengine - INFO - Epoch(train) [112][100/3757] lr: 3.208e-03 eta: 18:54:41 time: 0.261 data_time: 0.020 memory: 5036 grad_norm: 8.9632 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.3030 loss: 2.3030 2022/06/26 19:48:29 - mmengine - INFO - Epoch(train) [112][120/3757] lr: 3.208e-03 eta: 18:54:36 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 7.5832 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.2042 loss: 2.2042 2022/06/26 19:48:34 - mmengine - INFO - Epoch(train) [112][140/3757] lr: 3.208e-03 eta: 18:54:31 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 9.1959 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3743 loss: 2.3743 2022/06/26 19:48:40 - mmengine - INFO - Epoch(train) [112][160/3757] lr: 3.208e-03 eta: 18:54:26 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 7.8084 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.9650 loss: 1.9650 2022/06/26 19:48:45 - mmengine - INFO - Epoch(train) [112][180/3757] lr: 3.208e-03 eta: 18:54:20 time: 0.259 data_time: 0.018 memory: 5036 grad_norm: 8.4032 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.4549 loss: 2.4549 2022/06/26 19:48:50 - mmengine - INFO - Epoch(train) [112][200/3757] lr: 3.208e-03 eta: 18:54:15 time: 0.253 data_time: 0.004 memory: 5036 grad_norm: 8.4788 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.2885 loss: 2.2885 2022/06/26 19:48:56 - mmengine - INFO - Epoch(train) [112][220/3757] lr: 3.208e-03 eta: 18:54:10 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 7.3795 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6391 loss: 1.6391 2022/06/26 19:49:01 - mmengine - INFO - Epoch(train) [112][240/3757] lr: 3.208e-03 eta: 18:54:05 time: 0.251 data_time: 0.008 memory: 5036 grad_norm: 7.8879 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2339 loss: 2.2339 2022/06/26 19:49:07 - mmengine - INFO - Epoch(train) [112][260/3757] lr: 3.208e-03 eta: 18:54:00 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 9.1020 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.4118 loss: 2.4118 2022/06/26 19:49:12 - mmengine - INFO - Epoch(train) [112][280/3757] lr: 3.208e-03 eta: 18:53:54 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 7.9392 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.8606 loss: 1.8606 2022/06/26 19:49:17 - mmengine - INFO - Epoch(train) [112][300/3757] lr: 3.208e-03 eta: 18:53:49 time: 0.259 data_time: 0.013 memory: 5036 grad_norm: 8.2805 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0032 loss: 2.0032 2022/06/26 19:49:23 - mmengine - INFO - Epoch(train) [112][320/3757] lr: 3.208e-03 eta: 18:53:44 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 8.1933 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0915 loss: 2.0915 2022/06/26 19:49:28 - mmengine - INFO - Epoch(train) [112][340/3757] lr: 3.208e-03 eta: 18:53:39 time: 0.255 data_time: 0.004 memory: 5036 grad_norm: 7.6308 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8758 loss: 1.8758 2022/06/26 19:49:33 - mmengine - INFO - Epoch(train) [112][360/3757] lr: 3.208e-03 eta: 18:53:34 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 7.8811 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1583 loss: 2.1583 2022/06/26 19:49:39 - mmengine - INFO - Epoch(train) [112][380/3757] lr: 3.208e-03 eta: 18:53:29 time: 0.264 data_time: 0.009 memory: 5036 grad_norm: 7.5307 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3670 loss: 2.3670 2022/06/26 19:49:44 - mmengine - INFO - Epoch(train) [112][400/3757] lr: 3.208e-03 eta: 18:53:23 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 7.4671 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.6698 loss: 1.6698 2022/06/26 19:49:49 - mmengine - INFO - Epoch(train) [112][420/3757] lr: 3.208e-03 eta: 18:53:18 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 8.4543 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.6583 loss: 2.6583 2022/06/26 19:49:54 - mmengine - INFO - Epoch(train) [112][440/3757] lr: 3.208e-03 eta: 18:53:13 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 10.2635 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7485 loss: 2.7485 2022/06/26 19:49:59 - mmengine - INFO - Epoch(train) [112][460/3757] lr: 3.208e-03 eta: 18:53:07 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.6711 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1808 loss: 2.1808 2022/06/26 19:50:05 - mmengine - INFO - Epoch(train) [112][480/3757] lr: 3.208e-03 eta: 18:53:02 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 8.5655 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1492 loss: 2.1492 2022/06/26 19:50:10 - mmengine - INFO - Epoch(train) [112][500/3757] lr: 3.208e-03 eta: 18:52:57 time: 0.251 data_time: 0.008 memory: 5036 grad_norm: 9.6951 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0955 loss: 2.0955 2022/06/26 19:50:15 - mmengine - INFO - Epoch(train) [112][520/3757] lr: 3.208e-03 eta: 18:52:51 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 7.7631 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7934 loss: 1.7934 2022/06/26 19:50:20 - mmengine - INFO - Epoch(train) [112][540/3757] lr: 3.208e-03 eta: 18:52:46 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 8.7821 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.3899 loss: 2.3899 2022/06/26 19:50:26 - mmengine - INFO - Epoch(train) [112][560/3757] lr: 3.208e-03 eta: 18:52:41 time: 0.248 data_time: 0.009 memory: 5036 grad_norm: 6.6872 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.3832 loss: 2.3832 2022/06/26 19:50:31 - mmengine - INFO - Epoch(train) [112][580/3757] lr: 3.208e-03 eta: 18:52:36 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 7.3491 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2726 loss: 2.2726 2022/06/26 19:50:36 - mmengine - INFO - Epoch(train) [112][600/3757] lr: 3.208e-03 eta: 18:52:30 time: 0.261 data_time: 0.012 memory: 5036 grad_norm: 6.9566 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.4458 loss: 2.4458 2022/06/26 19:50:41 - mmengine - INFO - Epoch(train) [112][620/3757] lr: 3.208e-03 eta: 18:52:25 time: 0.257 data_time: 0.013 memory: 5036 grad_norm: 8.4759 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1802 loss: 2.1802 2022/06/26 19:50:47 - mmengine - INFO - Epoch(train) [112][640/3757] lr: 3.208e-03 eta: 18:52:20 time: 0.432 data_time: 0.006 memory: 5036 grad_norm: 9.5655 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.4938 loss: 2.4938 2022/06/26 19:50:52 - mmengine - INFO - Epoch(train) [112][660/3757] lr: 3.208e-03 eta: 18:52:14 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 8.8526 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4126 loss: 2.4126 2022/06/26 19:50:57 - mmengine - INFO - Epoch(train) [112][680/3757] lr: 3.208e-03 eta: 18:52:09 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 10.0552 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3198 loss: 2.3198 2022/06/26 19:51:02 - mmengine - INFO - Epoch(train) [112][700/3757] lr: 3.208e-03 eta: 18:52:04 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 9.7109 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.4152 loss: 2.4152 2022/06/26 19:51:07 - mmengine - INFO - Epoch(train) [112][720/3757] lr: 3.208e-03 eta: 18:51:59 time: 0.248 data_time: 0.004 memory: 5036 grad_norm: 8.7625 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2059 loss: 2.2059 2022/06/26 19:51:13 - mmengine - INFO - Epoch(train) [112][740/3757] lr: 3.208e-03 eta: 18:51:53 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 7.8259 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2228 loss: 2.2228 2022/06/26 19:51:18 - mmengine - INFO - Epoch(train) [112][760/3757] lr: 3.208e-03 eta: 18:51:48 time: 0.252 data_time: 0.008 memory: 5036 grad_norm: 8.3013 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.1973 loss: 2.1973 2022/06/26 19:51:23 - mmengine - INFO - Epoch(train) [112][780/3757] lr: 3.208e-03 eta: 18:51:43 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 7.9141 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1968 loss: 2.1968 2022/06/26 19:51:28 - mmengine - INFO - Epoch(train) [112][800/3757] lr: 3.208e-03 eta: 18:51:37 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 8.1484 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.3992 loss: 2.3992 2022/06/26 19:51:33 - mmengine - INFO - Epoch(train) [112][820/3757] lr: 3.208e-03 eta: 18:51:32 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 8.2708 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.4700 loss: 2.4700 2022/06/26 19:51:39 - mmengine - INFO - Epoch(train) [112][840/3757] lr: 3.208e-03 eta: 18:51:27 time: 0.270 data_time: 0.003 memory: 5036 grad_norm: 7.4033 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.2196 loss: 2.2196 2022/06/26 19:51:44 - mmengine - INFO - Epoch(train) [112][860/3757] lr: 3.208e-03 eta: 18:51:21 time: 0.262 data_time: 0.013 memory: 5036 grad_norm: 7.6643 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0500 loss: 2.0500 2022/06/26 19:51:49 - mmengine - INFO - Epoch(train) [112][880/3757] lr: 3.208e-03 eta: 18:51:16 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 8.5190 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.9315 loss: 1.9315 2022/06/26 19:51:54 - mmengine - INFO - Epoch(train) [112][900/3757] lr: 3.208e-03 eta: 18:51:11 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 8.2369 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4102 loss: 2.4102 2022/06/26 19:52:00 - mmengine - INFO - Epoch(train) [112][920/3757] lr: 3.208e-03 eta: 18:51:06 time: 0.263 data_time: 0.015 memory: 5036 grad_norm: 8.3091 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2870 loss: 2.2870 2022/06/26 19:52:05 - mmengine - INFO - Epoch(train) [112][940/3757] lr: 3.208e-03 eta: 18:51:00 time: 0.259 data_time: 0.009 memory: 5036 grad_norm: 8.7575 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.7194 loss: 2.7194 2022/06/26 19:52:10 - mmengine - INFO - Epoch(train) [112][960/3757] lr: 3.208e-03 eta: 18:50:55 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 7.8411 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7745 loss: 1.7745 2022/06/26 19:52:14 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 19:52:15 - mmengine - INFO - Epoch(train) [112][980/3757] lr: 3.208e-03 eta: 18:50:50 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 8.3677 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.4233 loss: 2.4233 2022/06/26 19:52:21 - mmengine - INFO - Epoch(train) [112][1000/3757] lr: 3.208e-03 eta: 18:50:45 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 8.1636 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8220 loss: 1.8220 2022/06/26 19:52:26 - mmengine - INFO - Epoch(train) [112][1020/3757] lr: 3.208e-03 eta: 18:50:39 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 8.2403 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.1275 loss: 2.1275 2022/06/26 19:52:31 - mmengine - INFO - Epoch(train) [112][1040/3757] lr: 3.208e-03 eta: 18:50:34 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 8.7489 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5934 loss: 2.5934 2022/06/26 19:52:36 - mmengine - INFO - Epoch(train) [112][1060/3757] lr: 3.208e-03 eta: 18:50:29 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 8.3967 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9850 loss: 1.9850 2022/06/26 19:52:42 - mmengine - INFO - Epoch(train) [112][1080/3757] lr: 3.208e-03 eta: 18:50:23 time: 0.265 data_time: 0.006 memory: 5036 grad_norm: 7.0878 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.9214 loss: 1.9214 2022/06/26 19:52:47 - mmengine - INFO - Epoch(train) [112][1100/3757] lr: 3.208e-03 eta: 18:50:18 time: 0.268 data_time: 0.021 memory: 5036 grad_norm: 7.8162 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3952 loss: 2.3952 2022/06/26 19:52:52 - mmengine - INFO - Epoch(train) [112][1120/3757] lr: 3.208e-03 eta: 18:50:13 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 8.3078 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4609 loss: 2.4609 2022/06/26 19:52:57 - mmengine - INFO - Epoch(train) [112][1140/3757] lr: 3.208e-03 eta: 18:50:08 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 9.6599 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.1536 loss: 2.1536 2022/06/26 19:53:03 - mmengine - INFO - Epoch(train) [112][1160/3757] lr: 3.208e-03 eta: 18:50:02 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 9.3783 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.2585 loss: 2.2585 2022/06/26 19:53:08 - mmengine - INFO - Epoch(train) [112][1180/3757] lr: 3.208e-03 eta: 18:49:57 time: 0.268 data_time: 0.021 memory: 5036 grad_norm: 7.6248 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3109 loss: 2.3109 2022/06/26 19:53:13 - mmengine - INFO - Epoch(train) [112][1200/3757] lr: 3.208e-03 eta: 18:49:52 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 9.2228 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.3496 loss: 2.3496 2022/06/26 19:53:19 - mmengine - INFO - Epoch(train) [112][1220/3757] lr: 3.208e-03 eta: 18:49:47 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 9.2482 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3365 loss: 2.3365 2022/06/26 19:53:24 - mmengine - INFO - Epoch(train) [112][1240/3757] lr: 3.208e-03 eta: 18:49:41 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 10.9996 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2134 loss: 2.2134 2022/06/26 19:53:29 - mmengine - INFO - Epoch(train) [112][1260/3757] lr: 3.208e-03 eta: 18:49:36 time: 0.270 data_time: 0.022 memory: 5036 grad_norm: 8.2005 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4359 loss: 2.4359 2022/06/26 19:53:34 - mmengine - INFO - Epoch(train) [112][1280/3757] lr: 3.208e-03 eta: 18:49:31 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.5588 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3971 loss: 2.3971 2022/06/26 19:53:39 - mmengine - INFO - Epoch(train) [112][1300/3757] lr: 3.208e-03 eta: 18:49:26 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 10.0212 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.4080 loss: 2.4080 2022/06/26 19:53:45 - mmengine - INFO - Epoch(train) [112][1320/3757] lr: 3.208e-03 eta: 18:49:20 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 8.4753 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2345 loss: 2.2345 2022/06/26 19:53:50 - mmengine - INFO - Epoch(train) [112][1340/3757] lr: 3.208e-03 eta: 18:49:15 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 9.7341 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3304 loss: 2.3304 2022/06/26 19:53:55 - mmengine - INFO - Epoch(train) [112][1360/3757] lr: 3.208e-03 eta: 18:49:10 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 9.2134 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1154 loss: 2.1154 2022/06/26 19:54:01 - mmengine - INFO - Epoch(train) [112][1380/3757] lr: 3.208e-03 eta: 18:49:05 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 9.1591 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0184 loss: 2.0184 2022/06/26 19:54:06 - mmengine - INFO - Epoch(train) [112][1400/3757] lr: 3.208e-03 eta: 18:48:59 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 7.8375 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0863 loss: 2.0863 2022/06/26 19:54:11 - mmengine - INFO - Epoch(train) [112][1420/3757] lr: 3.208e-03 eta: 18:48:54 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 7.9163 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2969 loss: 2.2969 2022/06/26 19:54:16 - mmengine - INFO - Epoch(train) [112][1440/3757] lr: 3.208e-03 eta: 18:48:49 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 7.3383 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2946 loss: 2.2946 2022/06/26 19:54:21 - mmengine - INFO - Epoch(train) [112][1460/3757] lr: 3.208e-03 eta: 18:48:43 time: 0.267 data_time: 0.018 memory: 5036 grad_norm: 9.4271 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1467 loss: 2.1467 2022/06/26 19:54:27 - mmengine - INFO - Epoch(train) [112][1480/3757] lr: 3.208e-03 eta: 18:48:38 time: 0.270 data_time: 0.003 memory: 5036 grad_norm: 10.1490 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2744 loss: 2.2744 2022/06/26 19:54:32 - mmengine - INFO - Epoch(train) [112][1500/3757] lr: 3.208e-03 eta: 18:48:33 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 8.5773 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.9756 loss: 1.9756 2022/06/26 19:54:37 - mmengine - INFO - Epoch(train) [112][1520/3757] lr: 3.208e-03 eta: 18:48:27 time: 0.276 data_time: 0.020 memory: 5036 grad_norm: 8.0470 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6336 loss: 2.6336 2022/06/26 19:54:42 - mmengine - INFO - Epoch(train) [112][1540/3757] lr: 3.208e-03 eta: 18:48:22 time: 0.254 data_time: 0.008 memory: 5036 grad_norm: 9.5960 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.9971 loss: 1.9971 2022/06/26 19:54:47 - mmengine - INFO - Epoch(train) [112][1560/3757] lr: 3.208e-03 eta: 18:48:17 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 10.2911 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4472 loss: 2.4472 2022/06/26 19:54:53 - mmengine - INFO - Epoch(train) [112][1580/3757] lr: 3.208e-03 eta: 18:48:12 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 9.7679 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9960 loss: 1.9960 2022/06/26 19:54:58 - mmengine - INFO - Epoch(train) [112][1600/3757] lr: 3.208e-03 eta: 18:48:06 time: 0.263 data_time: 0.007 memory: 5036 grad_norm: 7.8580 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 2.4098 loss: 2.4098 2022/06/26 19:55:03 - mmengine - INFO - Epoch(train) [112][1620/3757] lr: 3.208e-03 eta: 18:48:01 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 7.7871 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8779 loss: 2.8779 2022/06/26 19:55:09 - mmengine - INFO - Epoch(train) [112][1640/3757] lr: 3.208e-03 eta: 18:47:56 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 9.1390 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7804 loss: 1.7804 2022/06/26 19:55:14 - mmengine - INFO - Epoch(train) [112][1660/3757] lr: 3.208e-03 eta: 18:47:51 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 6.9477 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0401 loss: 2.0401 2022/06/26 19:55:19 - mmengine - INFO - Epoch(train) [112][1680/3757] lr: 3.208e-03 eta: 18:47:45 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 9.4414 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1998 loss: 2.1998 2022/06/26 19:55:24 - mmengine - INFO - Epoch(train) [112][1700/3757] lr: 3.208e-03 eta: 18:47:40 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 8.1734 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.3938 loss: 2.3938 2022/06/26 19:55:30 - mmengine - INFO - Epoch(train) [112][1720/3757] lr: 3.208e-03 eta: 18:47:35 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 8.4816 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0897 loss: 2.0897 2022/06/26 19:55:35 - mmengine - INFO - Epoch(train) [112][1740/3757] lr: 3.208e-03 eta: 18:47:30 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 9.6010 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0021 loss: 2.0021 2022/06/26 19:55:40 - mmengine - INFO - Epoch(train) [112][1760/3757] lr: 3.208e-03 eta: 18:47:24 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 8.5069 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0423 loss: 2.0423 2022/06/26 19:55:45 - mmengine - INFO - Epoch(train) [112][1780/3757] lr: 3.208e-03 eta: 18:47:19 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 8.4501 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.2541 loss: 2.2541 2022/06/26 19:55:50 - mmengine - INFO - Epoch(train) [112][1800/3757] lr: 3.208e-03 eta: 18:47:14 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 7.4192 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2982 loss: 2.2982 2022/06/26 19:55:56 - mmengine - INFO - Epoch(train) [112][1820/3757] lr: 3.208e-03 eta: 18:47:08 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 7.3022 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.6958 loss: 1.6958 2022/06/26 19:56:01 - mmengine - INFO - Epoch(train) [112][1840/3757] lr: 3.208e-03 eta: 18:47:03 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 8.4320 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3687 loss: 2.3687 2022/06/26 19:56:06 - mmengine - INFO - Epoch(train) [112][1860/3757] lr: 3.208e-03 eta: 18:46:58 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 8.7980 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.2784 loss: 2.2784 2022/06/26 19:56:11 - mmengine - INFO - Epoch(train) [112][1880/3757] lr: 3.208e-03 eta: 18:46:52 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 8.7465 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 1.8262 loss: 1.8262 2022/06/26 19:56:17 - mmengine - INFO - Epoch(train) [112][1900/3757] lr: 3.208e-03 eta: 18:46:47 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 9.2069 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7890 loss: 1.7890 2022/06/26 19:56:22 - mmengine - INFO - Epoch(train) [112][1920/3757] lr: 3.208e-03 eta: 18:46:42 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 8.9617 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.3696 loss: 2.3696 2022/06/26 19:56:27 - mmengine - INFO - Epoch(train) [112][1940/3757] lr: 3.208e-03 eta: 18:46:37 time: 0.275 data_time: 0.007 memory: 5036 grad_norm: 8.0093 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.8064 loss: 2.8064 2022/06/26 19:56:32 - mmengine - INFO - Epoch(train) [112][1960/3757] lr: 3.208e-03 eta: 18:46:31 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 9.0059 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.0692 loss: 2.0692 2022/06/26 19:56:36 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 19:56:37 - mmengine - INFO - Epoch(train) [112][1980/3757] lr: 3.208e-03 eta: 18:46:26 time: 0.264 data_time: 0.009 memory: 5036 grad_norm: 8.5036 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.4578 loss: 2.4578 2022/06/26 19:56:43 - mmengine - INFO - Epoch(train) [112][2000/3757] lr: 3.208e-03 eta: 18:46:21 time: 0.252 data_time: 0.004 memory: 5036 grad_norm: 9.0007 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9689 loss: 1.9689 2022/06/26 19:56:48 - mmengine - INFO - Epoch(train) [112][2020/3757] lr: 3.208e-03 eta: 18:46:15 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 8.9957 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.2994 loss: 2.2994 2022/06/26 19:56:53 - mmengine - INFO - Epoch(train) [112][2040/3757] lr: 3.208e-03 eta: 18:46:10 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 8.0112 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.1766 loss: 2.1766 2022/06/26 19:56:58 - mmengine - INFO - Epoch(train) [112][2060/3757] lr: 3.208e-03 eta: 18:46:05 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 8.5095 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5671 loss: 1.5671 2022/06/26 19:57:04 - mmengine - INFO - Epoch(train) [112][2080/3757] lr: 3.208e-03 eta: 18:46:00 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 8.3305 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.9624 loss: 1.9624 2022/06/26 19:57:09 - mmengine - INFO - Epoch(train) [112][2100/3757] lr: 3.208e-03 eta: 18:45:54 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 6.7533 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9868 loss: 1.9868 2022/06/26 19:57:14 - mmengine - INFO - Epoch(train) [112][2120/3757] lr: 3.208e-03 eta: 18:45:49 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 9.4390 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3838 loss: 2.3838 2022/06/26 19:57:20 - mmengine - INFO - Epoch(train) [112][2140/3757] lr: 3.208e-03 eta: 18:45:44 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 7.4488 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2244 loss: 2.2244 2022/06/26 19:57:25 - mmengine - INFO - Epoch(train) [112][2160/3757] lr: 3.208e-03 eta: 18:45:39 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 8.1670 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2828 loss: 2.2828 2022/06/26 19:57:30 - mmengine - INFO - Epoch(train) [112][2180/3757] lr: 3.208e-03 eta: 18:45:33 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 9.4644 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9469 loss: 1.9469 2022/06/26 19:57:35 - mmengine - INFO - Epoch(train) [112][2200/3757] lr: 3.208e-03 eta: 18:45:28 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 10.0174 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.8012 loss: 2.8012 2022/06/26 19:57:40 - mmengine - INFO - Epoch(train) [112][2220/3757] lr: 3.208e-03 eta: 18:45:23 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.8401 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3284 loss: 2.3284 2022/06/26 19:57:46 - mmengine - INFO - Epoch(train) [112][2240/3757] lr: 3.208e-03 eta: 18:45:17 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 8.3886 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.5310 loss: 2.5310 2022/06/26 19:57:51 - mmengine - INFO - Epoch(train) [112][2260/3757] lr: 3.208e-03 eta: 18:45:12 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 9.4202 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.9575 loss: 1.9575 2022/06/26 19:57:56 - mmengine - INFO - Epoch(train) [112][2280/3757] lr: 3.208e-03 eta: 18:45:07 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 7.8339 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.0363 loss: 2.0363 2022/06/26 19:58:02 - mmengine - INFO - Epoch(train) [112][2300/3757] lr: 3.208e-03 eta: 18:45:02 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 7.3751 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9834 loss: 1.9834 2022/06/26 19:58:07 - mmengine - INFO - Epoch(train) [112][2320/3757] lr: 3.208e-03 eta: 18:44:56 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 9.0067 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 2.4053 loss: 2.4053 2022/06/26 19:58:12 - mmengine - INFO - Epoch(train) [112][2340/3757] lr: 3.208e-03 eta: 18:44:51 time: 0.267 data_time: 0.003 memory: 5036 grad_norm: 8.4733 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7966 loss: 1.7966 2022/06/26 19:58:17 - mmengine - INFO - Epoch(train) [112][2360/3757] lr: 3.208e-03 eta: 18:44:46 time: 0.267 data_time: 0.018 memory: 5036 grad_norm: 8.3744 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4672 loss: 2.4672 2022/06/26 19:58:22 - mmengine - INFO - Epoch(train) [112][2380/3757] lr: 3.208e-03 eta: 18:44:41 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 8.6796 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.3779 loss: 2.3779 2022/06/26 19:58:28 - mmengine - INFO - Epoch(train) [112][2400/3757] lr: 3.208e-03 eta: 18:44:35 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 8.3380 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.4346 loss: 2.4346 2022/06/26 19:58:33 - mmengine - INFO - Epoch(train) [112][2420/3757] lr: 3.208e-03 eta: 18:44:30 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 9.0460 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.8756 loss: 1.8756 2022/06/26 19:58:38 - mmengine - INFO - Epoch(train) [112][2440/3757] lr: 3.208e-03 eta: 18:44:25 time: 0.255 data_time: 0.008 memory: 5036 grad_norm: 7.8288 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5208 loss: 2.5208 2022/06/26 19:58:43 - mmengine - INFO - Epoch(train) [112][2460/3757] lr: 3.208e-03 eta: 18:44:19 time: 0.250 data_time: 0.008 memory: 5036 grad_norm: 9.4227 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3002 loss: 2.3002 2022/06/26 19:58:49 - mmengine - INFO - Epoch(train) [112][2480/3757] lr: 3.208e-03 eta: 18:44:14 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 9.6479 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8612 loss: 1.8612 2022/06/26 19:58:54 - mmengine - INFO - Epoch(train) [112][2500/3757] lr: 3.208e-03 eta: 18:44:09 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 7.6875 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1959 loss: 2.1959 2022/06/26 19:58:59 - mmengine - INFO - Epoch(train) [112][2520/3757] lr: 3.208e-03 eta: 18:44:04 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 8.2532 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4293 loss: 2.4293 2022/06/26 19:59:04 - mmengine - INFO - Epoch(train) [112][2540/3757] lr: 3.208e-03 eta: 18:43:58 time: 0.261 data_time: 0.008 memory: 5036 grad_norm: 7.6867 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1493 loss: 2.1493 2022/06/26 19:59:09 - mmengine - INFO - Epoch(train) [112][2560/3757] lr: 3.208e-03 eta: 18:43:53 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 8.5759 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.7100 loss: 2.7100 2022/06/26 19:59:15 - mmengine - INFO - Epoch(train) [112][2580/3757] lr: 3.208e-03 eta: 18:43:48 time: 0.256 data_time: 0.010 memory: 5036 grad_norm: 8.3118 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4755 loss: 2.4755 2022/06/26 19:59:20 - mmengine - INFO - Epoch(train) [112][2600/3757] lr: 3.208e-03 eta: 18:43:42 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 7.9809 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2324 loss: 2.2324 2022/06/26 19:59:25 - mmengine - INFO - Epoch(train) [112][2620/3757] lr: 3.208e-03 eta: 18:43:37 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 8.7268 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2048 loss: 2.2048 2022/06/26 19:59:31 - mmengine - INFO - Epoch(train) [112][2640/3757] lr: 3.208e-03 eta: 18:43:32 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 7.5039 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9323 loss: 1.9323 2022/06/26 19:59:36 - mmengine - INFO - Epoch(train) [112][2660/3757] lr: 3.208e-03 eta: 18:43:27 time: 0.257 data_time: 0.013 memory: 5036 grad_norm: 8.6695 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.3807 loss: 2.3807 2022/06/26 19:59:41 - mmengine - INFO - Epoch(train) [112][2680/3757] lr: 3.208e-03 eta: 18:43:22 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 7.1862 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.2979 loss: 2.2979 2022/06/26 19:59:46 - mmengine - INFO - Epoch(train) [112][2700/3757] lr: 3.208e-03 eta: 18:43:16 time: 0.249 data_time: 0.007 memory: 5036 grad_norm: 8.5649 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.0187 loss: 2.0187 2022/06/26 19:59:52 - mmengine - INFO - Epoch(train) [112][2720/3757] lr: 3.208e-03 eta: 18:43:11 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 7.7484 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3589 loss: 2.3589 2022/06/26 19:59:57 - mmengine - INFO - Epoch(train) [112][2740/3757] lr: 3.208e-03 eta: 18:43:06 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 9.5755 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2285 loss: 2.2285 2022/06/26 20:00:02 - mmengine - INFO - Epoch(train) [112][2760/3757] lr: 3.208e-03 eta: 18:43:00 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 7.7204 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.2599 loss: 2.2599 2022/06/26 20:00:08 - mmengine - INFO - Epoch(train) [112][2780/3757] lr: 3.208e-03 eta: 18:42:55 time: 0.440 data_time: 0.003 memory: 5036 grad_norm: 7.8641 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.2432 loss: 2.2432 2022/06/26 20:00:13 - mmengine - INFO - Epoch(train) [112][2800/3757] lr: 3.208e-03 eta: 18:42:50 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 7.3347 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2015 loss: 2.2015 2022/06/26 20:00:18 - mmengine - INFO - Epoch(train) [112][2820/3757] lr: 3.208e-03 eta: 18:42:45 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 8.1319 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.9440 loss: 1.9440 2022/06/26 20:00:23 - mmengine - INFO - Epoch(train) [112][2840/3757] lr: 3.208e-03 eta: 18:42:39 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 8.5681 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3409 loss: 2.3409 2022/06/26 20:00:29 - mmengine - INFO - Epoch(train) [112][2860/3757] lr: 3.208e-03 eta: 18:42:34 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 10.4318 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.5033 loss: 2.5033 2022/06/26 20:00:34 - mmengine - INFO - Epoch(train) [112][2880/3757] lr: 3.208e-03 eta: 18:42:29 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 7.7381 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8397 loss: 1.8397 2022/06/26 20:00:39 - mmengine - INFO - Epoch(train) [112][2900/3757] lr: 3.208e-03 eta: 18:42:24 time: 0.251 data_time: 0.008 memory: 5036 grad_norm: 8.3585 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.5407 loss: 2.5407 2022/06/26 20:00:44 - mmengine - INFO - Epoch(train) [112][2920/3757] lr: 3.208e-03 eta: 18:42:18 time: 0.255 data_time: 0.012 memory: 5036 grad_norm: 6.6567 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.7263 loss: 1.7263 2022/06/26 20:00:50 - mmengine - INFO - Epoch(train) [112][2940/3757] lr: 3.208e-03 eta: 18:42:13 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 6.9480 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0668 loss: 2.0668 2022/06/26 20:00:55 - mmengine - INFO - Epoch(train) [112][2960/3757] lr: 3.208e-03 eta: 18:42:08 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 8.5246 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7209 loss: 1.7209 2022/06/26 20:00:58 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 20:01:00 - mmengine - INFO - Epoch(train) [112][2980/3757] lr: 3.208e-03 eta: 18:42:03 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 7.6716 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0780 loss: 2.0780 2022/06/26 20:01:05 - mmengine - INFO - Epoch(train) [112][3000/3757] lr: 3.208e-03 eta: 18:41:57 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 8.0359 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0041 loss: 2.0041 2022/06/26 20:01:11 - mmengine - INFO - Epoch(train) [112][3020/3757] lr: 3.208e-03 eta: 18:41:52 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 9.4465 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0746 loss: 2.0746 2022/06/26 20:01:16 - mmengine - INFO - Epoch(train) [112][3040/3757] lr: 3.208e-03 eta: 18:41:47 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 9.1823 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1113 loss: 2.1113 2022/06/26 20:01:21 - mmengine - INFO - Epoch(train) [112][3060/3757] lr: 3.208e-03 eta: 18:41:42 time: 0.272 data_time: 0.021 memory: 5036 grad_norm: 8.5793 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.2561 loss: 2.2561 2022/06/26 20:01:27 - mmengine - INFO - Epoch(train) [112][3080/3757] lr: 3.208e-03 eta: 18:41:36 time: 0.251 data_time: 0.007 memory: 5036 grad_norm: 7.8520 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2301 loss: 2.2301 2022/06/26 20:01:32 - mmengine - INFO - Epoch(train) [112][3100/3757] lr: 3.208e-03 eta: 18:41:31 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 9.5710 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0021 loss: 2.0021 2022/06/26 20:01:37 - mmengine - INFO - Epoch(train) [112][3120/3757] lr: 3.208e-03 eta: 18:41:26 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 8.3770 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.0995 loss: 2.0995 2022/06/26 20:01:43 - mmengine - INFO - Epoch(train) [112][3140/3757] lr: 3.208e-03 eta: 18:41:21 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 9.0673 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1077 loss: 2.1077 2022/06/26 20:01:48 - mmengine - INFO - Epoch(train) [112][3160/3757] lr: 3.208e-03 eta: 18:41:16 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 9.3501 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1516 loss: 2.1516 2022/06/26 20:01:53 - mmengine - INFO - Epoch(train) [112][3180/3757] lr: 3.208e-03 eta: 18:41:10 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 8.9637 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8944 loss: 1.8944 2022/06/26 20:01:58 - mmengine - INFO - Epoch(train) [112][3200/3757] lr: 3.208e-03 eta: 18:41:05 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 7.9878 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.7642 loss: 1.7642 2022/06/26 20:02:04 - mmengine - INFO - Epoch(train) [112][3220/3757] lr: 3.208e-03 eta: 18:41:00 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 7.3726 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.0914 loss: 2.0914 2022/06/26 20:02:09 - mmengine - INFO - Epoch(train) [112][3240/3757] lr: 3.208e-03 eta: 18:40:54 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 8.1852 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.8216 loss: 1.8216 2022/06/26 20:02:14 - mmengine - INFO - Epoch(train) [112][3260/3757] lr: 3.208e-03 eta: 18:40:49 time: 0.258 data_time: 0.014 memory: 5036 grad_norm: 9.0862 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.5286 loss: 2.5286 2022/06/26 20:02:20 - mmengine - INFO - Epoch(train) [112][3280/3757] lr: 3.208e-03 eta: 18:40:44 time: 0.251 data_time: 0.010 memory: 5036 grad_norm: 8.1685 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.4609 loss: 2.4609 2022/06/26 20:02:25 - mmengine - INFO - Epoch(train) [112][3300/3757] lr: 3.208e-03 eta: 18:40:39 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 8.2492 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.4677 loss: 2.4677 2022/06/26 20:02:30 - mmengine - INFO - Epoch(train) [112][3320/3757] lr: 3.208e-03 eta: 18:40:33 time: 0.259 data_time: 0.009 memory: 5036 grad_norm: 8.3822 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.1725 loss: 2.1725 2022/06/26 20:02:35 - mmengine - INFO - Epoch(train) [112][3340/3757] lr: 3.208e-03 eta: 18:40:28 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 9.3398 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3540 loss: 2.3540 2022/06/26 20:02:41 - mmengine - INFO - Epoch(train) [112][3360/3757] lr: 3.208e-03 eta: 18:40:23 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 7.4285 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.1849 loss: 2.1849 2022/06/26 20:02:46 - mmengine - INFO - Epoch(train) [112][3380/3757] lr: 3.208e-03 eta: 18:40:18 time: 0.256 data_time: 0.010 memory: 5036 grad_norm: 7.9430 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1642 loss: 2.1642 2022/06/26 20:02:51 - mmengine - INFO - Epoch(train) [112][3400/3757] lr: 3.208e-03 eta: 18:40:12 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 7.3297 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0565 loss: 2.0565 2022/06/26 20:02:56 - mmengine - INFO - Epoch(train) [112][3420/3757] lr: 3.208e-03 eta: 18:40:07 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 8.3498 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2735 loss: 2.2735 2022/06/26 20:03:01 - mmengine - INFO - Epoch(train) [112][3440/3757] lr: 3.208e-03 eta: 18:40:02 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 7.3298 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3557 loss: 2.3557 2022/06/26 20:03:07 - mmengine - INFO - Epoch(train) [112][3460/3757] lr: 3.208e-03 eta: 18:39:56 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 8.2228 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3458 loss: 2.3458 2022/06/26 20:03:12 - mmengine - INFO - Epoch(train) [112][3480/3757] lr: 3.208e-03 eta: 18:39:51 time: 0.265 data_time: 0.009 memory: 5036 grad_norm: 7.5672 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1482 loss: 2.1482 2022/06/26 20:03:17 - mmengine - INFO - Epoch(train) [112][3500/3757] lr: 3.208e-03 eta: 18:39:46 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.3748 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1706 loss: 2.1706 2022/06/26 20:03:23 - mmengine - INFO - Epoch(train) [112][3520/3757] lr: 3.208e-03 eta: 18:39:41 time: 0.254 data_time: 0.010 memory: 5036 grad_norm: 8.7952 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1929 loss: 2.1929 2022/06/26 20:03:28 - mmengine - INFO - Epoch(train) [112][3540/3757] lr: 3.208e-03 eta: 18:39:35 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 7.2848 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7992 loss: 1.7992 2022/06/26 20:03:33 - mmengine - INFO - Epoch(train) [112][3560/3757] lr: 3.208e-03 eta: 18:39:30 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 8.0226 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.1978 loss: 2.1978 2022/06/26 20:03:39 - mmengine - INFO - Epoch(train) [112][3580/3757] lr: 3.208e-03 eta: 18:39:25 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 10.1298 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.3235 loss: 2.3235 2022/06/26 20:03:44 - mmengine - INFO - Epoch(train) [112][3600/3757] lr: 3.208e-03 eta: 18:39:20 time: 0.266 data_time: 0.008 memory: 5036 grad_norm: 7.2365 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.5632 loss: 2.5632 2022/06/26 20:03:49 - mmengine - INFO - Epoch(train) [112][3620/3757] lr: 3.208e-03 eta: 18:39:14 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 7.9237 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1387 loss: 2.1387 2022/06/26 20:03:54 - mmengine - INFO - Epoch(train) [112][3640/3757] lr: 3.208e-03 eta: 18:39:09 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 9.2181 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.7366 loss: 1.7366 2022/06/26 20:03:59 - mmengine - INFO - Epoch(train) [112][3660/3757] lr: 3.208e-03 eta: 18:39:04 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 7.8415 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5202 loss: 2.5202 2022/06/26 20:04:04 - mmengine - INFO - Epoch(train) [112][3680/3757] lr: 3.208e-03 eta: 18:38:58 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 7.8294 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.2230 loss: 2.2230 2022/06/26 20:04:10 - mmengine - INFO - Epoch(train) [112][3700/3757] lr: 3.208e-03 eta: 18:38:53 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 8.9551 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8916 loss: 1.8916 2022/06/26 20:04:15 - mmengine - INFO - Epoch(train) [112][3720/3757] lr: 3.208e-03 eta: 18:38:48 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 8.4521 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.0964 loss: 2.0964 2022/06/26 20:04:20 - mmengine - INFO - Epoch(train) [112][3740/3757] lr: 3.208e-03 eta: 18:38:43 time: 0.243 data_time: 0.006 memory: 5036 grad_norm: 8.8863 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0475 loss: 2.0475 2022/06/26 20:04:24 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 20:04:24 - mmengine - INFO - Saving checkpoint at 112 epochs 2022/06/26 20:04:37 - mmengine - INFO - Epoch(val) [112][20/310] eta: 0:01:44 time: 0.103 data_time: 0.001 memory: 5036 2022/06/26 20:04:42 - mmengine - INFO - Epoch(val) [112][40/310] eta: 0:01:31 time: 0.109 data_time: 0.002 memory: 1723 2022/06/26 20:04:46 - mmengine - INFO - Epoch(val) [112][60/310] eta: 0:00:28 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 20:04:51 - mmengine - INFO - Epoch(val) [112][80/310] eta: 0:00:24 time: 0.108 data_time: 0.001 memory: 1723 2022/06/26 20:04:58 - mmengine - INFO - Epoch(val) [112][100/310] eta: 0:01:06 time: 0.109 data_time: 0.002 memory: 1723 2022/06/26 20:05:02 - mmengine - INFO - Epoch(val) [112][120/310] eta: 0:01:07 time: 0.108 data_time: 0.002 memory: 1723 2022/06/26 20:05:07 - mmengine - INFO - Epoch(val) [112][140/310] eta: 0:00:19 time: 0.109 data_time: 0.002 memory: 1723 2022/06/26 20:05:12 - mmengine - INFO - Epoch(val) [112][160/310] eta: 0:00:16 time: 0.112 data_time: 0.005 memory: 1723 2022/06/26 20:05:19 - mmengine - INFO - Epoch(val) [112][180/310] eta: 0:00:46 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 20:05:24 - mmengine - INFO - Epoch(val) [112][200/310] eta: 0:00:40 time: 0.107 data_time: 0.005 memory: 1723 2022/06/26 20:05:28 - mmengine - INFO - Epoch(val) [112][220/310] eta: 0:00:09 time: 0.103 data_time: 0.002 memory: 1723 2022/06/26 20:05:32 - mmengine - INFO - Epoch(val) [112][240/310] eta: 0:00:07 time: 0.107 data_time: 0.004 memory: 1723 2022/06/26 20:05:39 - mmengine - INFO - Epoch(val) [112][260/310] eta: 0:00:18 time: 0.108 data_time: 0.002 memory: 1723 2022/06/26 20:05:44 - mmengine - INFO - Epoch(val) [112][280/310] eta: 0:00:10 time: 0.109 data_time: 0.001 memory: 1723 2022/06/26 20:05:46 - mmengine - INFO - Epoch(val) [112][300/310] eta: 0:00:01 time: 0.102 data_time: 0.001 memory: 1723 2022/06/26 20:05:48 - mmengine - INFO - Epoch(val) [112][310/310] acc/top1: 0.5534 acc/top5: 0.7872 acc/mean1: 0.5533 2022/06/26 20:05:58 - mmengine - INFO - Epoch(train) [113][20/3757] lr: 3.127e-03 eta: 18:38:34 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 8.9492 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2944 loss: 2.2944 2022/06/26 20:06:03 - mmengine - INFO - Epoch(train) [113][40/3757] lr: 3.127e-03 eta: 18:38:29 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 8.3761 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3978 loss: 2.3978 2022/06/26 20:06:09 - mmengine - INFO - Epoch(train) [113][60/3757] lr: 3.127e-03 eta: 18:38:24 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 8.0955 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2258 loss: 2.2258 2022/06/26 20:06:14 - mmengine - INFO - Epoch(train) [113][80/3757] lr: 3.127e-03 eta: 18:38:19 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 8.5840 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.3348 loss: 2.3348 2022/06/26 20:06:20 - mmengine - INFO - Epoch(train) [113][100/3757] lr: 3.127e-03 eta: 18:38:14 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 7.5022 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.2422 loss: 2.2422 2022/06/26 20:06:25 - mmengine - INFO - Epoch(train) [113][120/3757] lr: 3.127e-03 eta: 18:38:08 time: 0.250 data_time: 0.004 memory: 5036 grad_norm: 9.0276 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.9894 loss: 1.9894 2022/06/26 20:06:30 - mmengine - INFO - Epoch(train) [113][140/3757] lr: 3.127e-03 eta: 18:38:03 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 8.8335 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2493 loss: 2.2493 2022/06/26 20:06:36 - mmengine - INFO - Epoch(train) [113][160/3757] lr: 3.127e-03 eta: 18:37:58 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 9.4858 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.3475 loss: 2.3475 2022/06/26 20:06:41 - mmengine - INFO - Epoch(train) [113][180/3757] lr: 3.127e-03 eta: 18:37:53 time: 0.277 data_time: 0.003 memory: 5036 grad_norm: 7.1934 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5566 loss: 2.5566 2022/06/26 20:06:46 - mmengine - INFO - Epoch(train) [113][200/3757] lr: 3.127e-03 eta: 18:37:48 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 8.3539 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7948 loss: 1.7948 2022/06/26 20:06:51 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 20:06:52 - mmengine - INFO - Epoch(train) [113][220/3757] lr: 3.127e-03 eta: 18:37:42 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 7.3595 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1602 loss: 2.1602 2022/06/26 20:06:57 - mmengine - INFO - Epoch(train) [113][240/3757] lr: 3.127e-03 eta: 18:37:37 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 8.2906 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.4417 loss: 2.4417 2022/06/26 20:07:02 - mmengine - INFO - Epoch(train) [113][260/3757] lr: 3.127e-03 eta: 18:37:32 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 7.5368 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.7738 loss: 2.7738 2022/06/26 20:07:08 - mmengine - INFO - Epoch(train) [113][280/3757] lr: 3.127e-03 eta: 18:37:27 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 7.9256 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5241 loss: 2.5241 2022/06/26 20:07:13 - mmengine - INFO - Epoch(train) [113][300/3757] lr: 3.127e-03 eta: 18:37:21 time: 0.262 data_time: 0.012 memory: 5036 grad_norm: 7.0947 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.0502 loss: 2.0502 2022/06/26 20:07:18 - mmengine - INFO - Epoch(train) [113][320/3757] lr: 3.127e-03 eta: 18:37:16 time: 0.409 data_time: 0.164 memory: 5036 grad_norm: 7.3805 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7555 loss: 1.7555 2022/06/26 20:07:24 - mmengine - INFO - Epoch(train) [113][340/3757] lr: 3.127e-03 eta: 18:37:11 time: 0.256 data_time: 0.008 memory: 5036 grad_norm: 7.6667 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.5148 loss: 2.5148 2022/06/26 20:07:29 - mmengine - INFO - Epoch(train) [113][360/3757] lr: 3.127e-03 eta: 18:37:06 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 7.3217 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.1936 loss: 2.1936 2022/06/26 20:07:34 - mmengine - INFO - Epoch(train) [113][380/3757] lr: 3.127e-03 eta: 18:37:00 time: 0.260 data_time: 0.013 memory: 5036 grad_norm: 8.5880 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.5695 loss: 2.5695 2022/06/26 20:07:39 - mmengine - INFO - Epoch(train) [113][400/3757] lr: 3.127e-03 eta: 18:36:55 time: 0.267 data_time: 0.006 memory: 5036 grad_norm: 8.5845 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.2939 loss: 2.2939 2022/06/26 20:07:45 - mmengine - INFO - Epoch(train) [113][420/3757] lr: 3.127e-03 eta: 18:36:50 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 8.5192 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.4619 loss: 2.4619 2022/06/26 20:07:50 - mmengine - INFO - Epoch(train) [113][440/3757] lr: 3.127e-03 eta: 18:36:45 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 9.0883 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.0420 loss: 2.0420 2022/06/26 20:07:55 - mmengine - INFO - Epoch(train) [113][460/3757] lr: 3.127e-03 eta: 18:36:39 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 8.2674 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1505 loss: 2.1505 2022/06/26 20:08:01 - mmengine - INFO - Epoch(train) [113][480/3757] lr: 3.127e-03 eta: 18:36:34 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 8.9895 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1519 loss: 2.1519 2022/06/26 20:08:06 - mmengine - INFO - Epoch(train) [113][500/3757] lr: 3.127e-03 eta: 18:36:29 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 7.1015 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1232 loss: 2.1232 2022/06/26 20:08:11 - mmengine - INFO - Epoch(train) [113][520/3757] lr: 3.127e-03 eta: 18:36:24 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 7.5580 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9007 loss: 1.9007 2022/06/26 20:08:16 - mmengine - INFO - Epoch(train) [113][540/3757] lr: 3.127e-03 eta: 18:36:18 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 8.0066 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4189 loss: 2.4189 2022/06/26 20:08:21 - mmengine - INFO - Epoch(train) [113][560/3757] lr: 3.127e-03 eta: 18:36:13 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 8.3688 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2804 loss: 2.2804 2022/06/26 20:08:27 - mmengine - INFO - Epoch(train) [113][580/3757] lr: 3.127e-03 eta: 18:36:08 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 8.5851 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0714 loss: 2.0714 2022/06/26 20:08:32 - mmengine - INFO - Epoch(train) [113][600/3757] lr: 3.127e-03 eta: 18:36:03 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 8.8604 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7491 loss: 1.7491 2022/06/26 20:08:37 - mmengine - INFO - Epoch(train) [113][620/3757] lr: 3.127e-03 eta: 18:35:57 time: 0.263 data_time: 0.008 memory: 5036 grad_norm: 7.8553 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.1565 loss: 2.1565 2022/06/26 20:08:43 - mmengine - INFO - Epoch(train) [113][640/3757] lr: 3.127e-03 eta: 18:35:52 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 8.0918 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.1326 loss: 2.1326 2022/06/26 20:08:48 - mmengine - INFO - Epoch(train) [113][660/3757] lr: 3.127e-03 eta: 18:35:47 time: 0.317 data_time: 0.009 memory: 5036 grad_norm: 8.7140 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 1.9925 loss: 1.9925 2022/06/26 20:08:54 - mmengine - INFO - Epoch(train) [113][680/3757] lr: 3.127e-03 eta: 18:35:42 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 9.5179 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7810 loss: 1.7810 2022/06/26 20:08:59 - mmengine - INFO - Epoch(train) [113][700/3757] lr: 3.127e-03 eta: 18:35:37 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 8.8397 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.3062 loss: 2.3062 2022/06/26 20:09:04 - mmengine - INFO - Epoch(train) [113][720/3757] lr: 3.127e-03 eta: 18:35:31 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 8.9841 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2940 loss: 2.2940 2022/06/26 20:09:09 - mmengine - INFO - Epoch(train) [113][740/3757] lr: 3.127e-03 eta: 18:35:26 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 9.4860 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3295 loss: 2.3295 2022/06/26 20:09:15 - mmengine - INFO - Epoch(train) [113][760/3757] lr: 3.127e-03 eta: 18:35:21 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 7.2655 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6778 loss: 2.6778 2022/06/26 20:09:20 - mmengine - INFO - Epoch(train) [113][780/3757] lr: 3.127e-03 eta: 18:35:15 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 9.3870 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.6504 loss: 1.6504 2022/06/26 20:09:25 - mmengine - INFO - Epoch(train) [113][800/3757] lr: 3.127e-03 eta: 18:35:10 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 6.9785 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2975 loss: 2.2975 2022/06/26 20:09:30 - mmengine - INFO - Epoch(train) [113][820/3757] lr: 3.127e-03 eta: 18:35:05 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 8.7020 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6953 loss: 1.6953 2022/06/26 20:09:35 - mmengine - INFO - Epoch(train) [113][840/3757] lr: 3.127e-03 eta: 18:34:59 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 9.1391 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1463 loss: 2.1463 2022/06/26 20:09:40 - mmengine - INFO - Epoch(train) [113][860/3757] lr: 3.127e-03 eta: 18:34:54 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 9.3978 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3922 loss: 2.3922 2022/06/26 20:09:46 - mmengine - INFO - Epoch(train) [113][880/3757] lr: 3.127e-03 eta: 18:34:49 time: 0.255 data_time: 0.004 memory: 5036 grad_norm: 8.9007 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1792 loss: 2.1792 2022/06/26 20:09:51 - mmengine - INFO - Epoch(train) [113][900/3757] lr: 3.127e-03 eta: 18:34:44 time: 0.264 data_time: 0.007 memory: 5036 grad_norm: 8.1272 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2008 loss: 2.2008 2022/06/26 20:09:56 - mmengine - INFO - Epoch(train) [113][920/3757] lr: 3.127e-03 eta: 18:34:38 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 7.5776 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9711 loss: 1.9711 2022/06/26 20:10:01 - mmengine - INFO - Epoch(train) [113][940/3757] lr: 3.127e-03 eta: 18:34:33 time: 0.250 data_time: 0.008 memory: 5036 grad_norm: 9.1064 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.0020 loss: 2.0020 2022/06/26 20:10:07 - mmengine - INFO - Epoch(train) [113][960/3757] lr: 3.127e-03 eta: 18:34:28 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 9.0610 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1191 loss: 2.1191 2022/06/26 20:10:12 - mmengine - INFO - Epoch(train) [113][980/3757] lr: 3.127e-03 eta: 18:34:23 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 8.5609 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9987 loss: 1.9987 2022/06/26 20:10:17 - mmengine - INFO - Epoch(train) [113][1000/3757] lr: 3.127e-03 eta: 18:34:17 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 8.4601 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3723 loss: 2.3723 2022/06/26 20:10:23 - mmengine - INFO - Epoch(train) [113][1020/3757] lr: 3.127e-03 eta: 18:34:12 time: 0.266 data_time: 0.008 memory: 5036 grad_norm: 9.0039 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1168 loss: 2.1168 2022/06/26 20:10:28 - mmengine - INFO - Epoch(train) [113][1040/3757] lr: 3.127e-03 eta: 18:34:07 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 9.3563 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.5121 loss: 2.5121 2022/06/26 20:10:33 - mmengine - INFO - Epoch(train) [113][1060/3757] lr: 3.127e-03 eta: 18:34:01 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 8.5948 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9660 loss: 1.9660 2022/06/26 20:10:38 - mmengine - INFO - Epoch(train) [113][1080/3757] lr: 3.127e-03 eta: 18:33:56 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 8.8226 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2763 loss: 2.2763 2022/06/26 20:10:43 - mmengine - INFO - Epoch(train) [113][1100/3757] lr: 3.127e-03 eta: 18:33:51 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.6654 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.9730 loss: 1.9730 2022/06/26 20:10:49 - mmengine - INFO - Epoch(train) [113][1120/3757] lr: 3.127e-03 eta: 18:33:46 time: 0.603 data_time: 0.007 memory: 5036 grad_norm: 8.6882 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.1763 loss: 2.1763 2022/06/26 20:10:54 - mmengine - INFO - Epoch(train) [113][1140/3757] lr: 3.127e-03 eta: 18:33:40 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 7.8107 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.2011 loss: 2.2011 2022/06/26 20:10:59 - mmengine - INFO - Epoch(train) [113][1160/3757] lr: 3.127e-03 eta: 18:33:35 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 9.0686 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.1857 loss: 2.1857 2022/06/26 20:11:05 - mmengine - INFO - Epoch(train) [113][1180/3757] lr: 3.127e-03 eta: 18:33:30 time: 0.251 data_time: 0.009 memory: 5036 grad_norm: 8.5966 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9469 loss: 1.9469 2022/06/26 20:11:10 - mmengine - INFO - Epoch(train) [113][1200/3757] lr: 3.127e-03 eta: 18:33:25 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 8.9701 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1112 loss: 2.1112 2022/06/26 20:11:14 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 20:11:15 - mmengine - INFO - Epoch(train) [113][1220/3757] lr: 3.127e-03 eta: 18:33:19 time: 0.255 data_time: 0.008 memory: 5036 grad_norm: 8.0507 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0156 loss: 2.0156 2022/06/26 20:11:20 - mmengine - INFO - Epoch(train) [113][1240/3757] lr: 3.127e-03 eta: 18:33:14 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 8.6242 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5535 loss: 2.5535 2022/06/26 20:11:25 - mmengine - INFO - Epoch(train) [113][1260/3757] lr: 3.127e-03 eta: 18:33:09 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 8.0424 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.6921 loss: 1.6921 2022/06/26 20:11:31 - mmengine - INFO - Epoch(train) [113][1280/3757] lr: 3.127e-03 eta: 18:33:04 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 8.9346 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.9781 loss: 1.9781 2022/06/26 20:11:36 - mmengine - INFO - Epoch(train) [113][1300/3757] lr: 3.127e-03 eta: 18:32:58 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 10.0211 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9790 loss: 1.9790 2022/06/26 20:11:41 - mmengine - INFO - Epoch(train) [113][1320/3757] lr: 3.127e-03 eta: 18:32:53 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 8.6636 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.0440 loss: 2.0440 2022/06/26 20:11:47 - mmengine - INFO - Epoch(train) [113][1340/3757] lr: 3.127e-03 eta: 18:32:48 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 9.3060 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.2716 loss: 2.2716 2022/06/26 20:11:52 - mmengine - INFO - Epoch(train) [113][1360/3757] lr: 3.127e-03 eta: 18:32:42 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 7.6616 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0275 loss: 2.0275 2022/06/26 20:11:57 - mmengine - INFO - Epoch(train) [113][1380/3757] lr: 3.127e-03 eta: 18:32:37 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 8.2495 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.1255 loss: 2.1255 2022/06/26 20:12:02 - mmengine - INFO - Epoch(train) [113][1400/3757] lr: 3.127e-03 eta: 18:32:32 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 7.5822 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9935 loss: 1.9935 2022/06/26 20:12:07 - mmengine - INFO - Epoch(train) [113][1420/3757] lr: 3.127e-03 eta: 18:32:27 time: 0.264 data_time: 0.006 memory: 5036 grad_norm: 8.4982 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1264 loss: 2.1264 2022/06/26 20:12:13 - mmengine - INFO - Epoch(train) [113][1440/3757] lr: 3.127e-03 eta: 18:32:21 time: 0.246 data_time: 0.005 memory: 5036 grad_norm: 8.1339 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2446 loss: 2.2446 2022/06/26 20:12:18 - mmengine - INFO - Epoch(train) [113][1460/3757] lr: 3.127e-03 eta: 18:32:16 time: 0.251 data_time: 0.007 memory: 5036 grad_norm: 7.8601 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8699 loss: 1.8699 2022/06/26 20:12:23 - mmengine - INFO - Epoch(train) [113][1480/3757] lr: 3.127e-03 eta: 18:32:11 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 8.3439 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.1327 loss: 2.1327 2022/06/26 20:12:28 - mmengine - INFO - Epoch(train) [113][1500/3757] lr: 3.127e-03 eta: 18:32:05 time: 0.290 data_time: 0.006 memory: 5036 grad_norm: 9.2466 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0248 loss: 2.0248 2022/06/26 20:12:34 - mmengine - INFO - Epoch(train) [113][1520/3757] lr: 3.127e-03 eta: 18:32:00 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 7.9971 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.9728 loss: 1.9728 2022/06/26 20:12:39 - mmengine - INFO - Epoch(train) [113][1540/3757] lr: 3.127e-03 eta: 18:31:55 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 7.8157 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2787 loss: 2.2787 2022/06/26 20:12:44 - mmengine - INFO - Epoch(train) [113][1560/3757] lr: 3.127e-03 eta: 18:31:50 time: 0.261 data_time: 0.009 memory: 5036 grad_norm: 7.8078 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8672 loss: 1.8672 2022/06/26 20:12:49 - mmengine - INFO - Epoch(train) [113][1580/3757] lr: 3.127e-03 eta: 18:31:44 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 9.7102 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2879 loss: 2.2879 2022/06/26 20:12:55 - mmengine - INFO - Epoch(train) [113][1600/3757] lr: 3.127e-03 eta: 18:31:39 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 9.7376 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3230 loss: 2.3230 2022/06/26 20:13:00 - mmengine - INFO - Epoch(train) [113][1620/3757] lr: 3.127e-03 eta: 18:31:34 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 9.3383 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.3569 loss: 2.3569 2022/06/26 20:13:05 - mmengine - INFO - Epoch(train) [113][1640/3757] lr: 3.127e-03 eta: 18:31:28 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 8.7253 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4487 loss: 2.4487 2022/06/26 20:13:10 - mmengine - INFO - Epoch(train) [113][1660/3757] lr: 3.127e-03 eta: 18:31:23 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 8.4156 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0243 loss: 2.0243 2022/06/26 20:13:15 - mmengine - INFO - Epoch(train) [113][1680/3757] lr: 3.127e-03 eta: 18:31:18 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.7394 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9706 loss: 1.9706 2022/06/26 20:13:21 - mmengine - INFO - Epoch(train) [113][1700/3757] lr: 3.127e-03 eta: 18:31:13 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 10.2592 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5508 loss: 2.5508 2022/06/26 20:13:26 - mmengine - INFO - Epoch(train) [113][1720/3757] lr: 3.127e-03 eta: 18:31:07 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 8.3199 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2984 loss: 2.2984 2022/06/26 20:13:31 - mmengine - INFO - Epoch(train) [113][1740/3757] lr: 3.127e-03 eta: 18:31:02 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 7.9808 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.6818 loss: 2.6818 2022/06/26 20:13:36 - mmengine - INFO - Epoch(train) [113][1760/3757] lr: 3.127e-03 eta: 18:30:57 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 9.6886 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1015 loss: 2.1015 2022/06/26 20:13:41 - mmengine - INFO - Epoch(train) [113][1780/3757] lr: 3.127e-03 eta: 18:30:51 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 9.0372 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1675 loss: 2.1675 2022/06/26 20:13:47 - mmengine - INFO - Epoch(train) [113][1800/3757] lr: 3.127e-03 eta: 18:30:46 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 8.8163 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2660 loss: 2.2660 2022/06/26 20:13:52 - mmengine - INFO - Epoch(train) [113][1820/3757] lr: 3.127e-03 eta: 18:30:41 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 7.6732 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2948 loss: 2.2948 2022/06/26 20:13:57 - mmengine - INFO - Epoch(train) [113][1840/3757] lr: 3.127e-03 eta: 18:30:35 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.4986 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0584 loss: 2.0584 2022/06/26 20:14:02 - mmengine - INFO - Epoch(train) [113][1860/3757] lr: 3.127e-03 eta: 18:30:30 time: 0.264 data_time: 0.007 memory: 5036 grad_norm: 8.4281 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.2504 loss: 2.2504 2022/06/26 20:14:07 - mmengine - INFO - Epoch(train) [113][1880/3757] lr: 3.127e-03 eta: 18:30:25 time: 0.255 data_time: 0.008 memory: 5036 grad_norm: 8.5814 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9158 loss: 1.9158 2022/06/26 20:14:13 - mmengine - INFO - Epoch(train) [113][1900/3757] lr: 3.127e-03 eta: 18:30:20 time: 0.261 data_time: 0.010 memory: 5036 grad_norm: 8.6180 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.3477 loss: 2.3477 2022/06/26 20:14:18 - mmengine - INFO - Epoch(train) [113][1920/3757] lr: 3.127e-03 eta: 18:30:14 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 7.6857 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2943 loss: 2.2943 2022/06/26 20:14:23 - mmengine - INFO - Epoch(train) [113][1940/3757] lr: 3.127e-03 eta: 18:30:09 time: 0.259 data_time: 0.013 memory: 5036 grad_norm: 6.7405 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.2344 loss: 2.2344 2022/06/26 20:14:28 - mmengine - INFO - Epoch(train) [113][1960/3757] lr: 3.127e-03 eta: 18:30:04 time: 0.267 data_time: 0.006 memory: 5036 grad_norm: 8.7342 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0306 loss: 2.0306 2022/06/26 20:14:34 - mmengine - INFO - Epoch(train) [113][1980/3757] lr: 3.127e-03 eta: 18:29:58 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 9.5361 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.1434 loss: 2.1434 2022/06/26 20:14:39 - mmengine - INFO - Epoch(train) [113][2000/3757] lr: 3.127e-03 eta: 18:29:53 time: 0.279 data_time: 0.025 memory: 5036 grad_norm: 7.0197 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.9441 loss: 1.9441 2022/06/26 20:14:44 - mmengine - INFO - Epoch(train) [113][2020/3757] lr: 3.127e-03 eta: 18:29:48 time: 0.256 data_time: 0.010 memory: 5036 grad_norm: 7.7985 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8861 loss: 1.8861 2022/06/26 20:14:49 - mmengine - INFO - Epoch(train) [113][2040/3757] lr: 3.127e-03 eta: 18:29:43 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 8.2740 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0254 loss: 2.0254 2022/06/26 20:14:55 - mmengine - INFO - Epoch(train) [113][2060/3757] lr: 3.127e-03 eta: 18:29:37 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 9.0979 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5428 loss: 2.5428 2022/06/26 20:15:00 - mmengine - INFO - Epoch(train) [113][2080/3757] lr: 3.127e-03 eta: 18:29:32 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 8.7284 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5346 loss: 2.5346 2022/06/26 20:15:05 - mmengine - INFO - Epoch(train) [113][2100/3757] lr: 3.127e-03 eta: 18:29:27 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 9.1013 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2623 loss: 2.2623 2022/06/26 20:15:10 - mmengine - INFO - Epoch(train) [113][2120/3757] lr: 3.127e-03 eta: 18:29:21 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 9.1893 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3058 loss: 2.3058 2022/06/26 20:15:16 - mmengine - INFO - Epoch(train) [113][2140/3757] lr: 3.127e-03 eta: 18:29:16 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 7.9131 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.8487 loss: 1.8487 2022/06/26 20:15:21 - mmengine - INFO - Epoch(train) [113][2160/3757] lr: 3.127e-03 eta: 18:29:11 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 9.5947 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6138 loss: 1.6138 2022/06/26 20:15:26 - mmengine - INFO - Epoch(train) [113][2180/3757] lr: 3.127e-03 eta: 18:29:06 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 6.8375 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.9523 loss: 1.9523 2022/06/26 20:15:31 - mmengine - INFO - Epoch(train) [113][2200/3757] lr: 3.127e-03 eta: 18:29:00 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 7.5026 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0988 loss: 2.0988 2022/06/26 20:15:35 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 20:15:36 - mmengine - INFO - Epoch(train) [113][2220/3757] lr: 3.127e-03 eta: 18:28:55 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 8.2380 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2856 loss: 2.2856 2022/06/26 20:15:42 - mmengine - INFO - Epoch(train) [113][2240/3757] lr: 3.127e-03 eta: 18:28:50 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 8.8765 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.7737 loss: 1.7737 2022/06/26 20:15:47 - mmengine - INFO - Epoch(train) [113][2260/3757] lr: 3.127e-03 eta: 18:28:45 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 8.5398 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9460 loss: 1.9460 2022/06/26 20:15:52 - mmengine - INFO - Epoch(train) [113][2280/3757] lr: 3.127e-03 eta: 18:28:39 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 8.0158 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8178 loss: 1.8178 2022/06/26 20:15:57 - mmengine - INFO - Epoch(train) [113][2300/3757] lr: 3.127e-03 eta: 18:28:34 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 8.7274 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.9041 loss: 1.9041 2022/06/26 20:16:03 - mmengine - INFO - Epoch(train) [113][2320/3757] lr: 3.127e-03 eta: 18:28:29 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 8.6672 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9621 loss: 1.9621 2022/06/26 20:16:08 - mmengine - INFO - Epoch(train) [113][2340/3757] lr: 3.127e-03 eta: 18:28:23 time: 0.267 data_time: 0.003 memory: 5036 grad_norm: 7.7349 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2201 loss: 2.2201 2022/06/26 20:16:13 - mmengine - INFO - Epoch(train) [113][2360/3757] lr: 3.127e-03 eta: 18:28:18 time: 0.277 data_time: 0.003 memory: 5036 grad_norm: 8.1306 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1601 loss: 2.1601 2022/06/26 20:16:19 - mmengine - INFO - Epoch(train) [113][2380/3757] lr: 3.127e-03 eta: 18:28:13 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 8.3334 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.5221 loss: 2.5221 2022/06/26 20:16:24 - mmengine - INFO - Epoch(train) [113][2400/3757] lr: 3.127e-03 eta: 18:28:08 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.7183 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.1575 loss: 2.1575 2022/06/26 20:16:29 - mmengine - INFO - Epoch(train) [113][2420/3757] lr: 3.127e-03 eta: 18:28:03 time: 0.274 data_time: 0.004 memory: 5036 grad_norm: 7.8864 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0975 loss: 2.0975 2022/06/26 20:16:34 - mmengine - INFO - Epoch(train) [113][2440/3757] lr: 3.127e-03 eta: 18:27:57 time: 0.273 data_time: 0.003 memory: 5036 grad_norm: 8.5296 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.0444 loss: 2.0444 2022/06/26 20:16:40 - mmengine - INFO - Epoch(train) [113][2460/3757] lr: 3.127e-03 eta: 18:27:52 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 8.6713 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8996 loss: 1.8996 2022/06/26 20:16:45 - mmengine - INFO - Epoch(train) [113][2480/3757] lr: 3.127e-03 eta: 18:27:47 time: 0.250 data_time: 0.009 memory: 5036 grad_norm: 7.8788 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2460 loss: 2.2460 2022/06/26 20:16:50 - mmengine - INFO - Epoch(train) [113][2500/3757] lr: 3.127e-03 eta: 18:27:42 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 9.0688 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0626 loss: 2.0626 2022/06/26 20:16:56 - mmengine - INFO - Epoch(train) [113][2520/3757] lr: 3.127e-03 eta: 18:27:36 time: 0.272 data_time: 0.005 memory: 5036 grad_norm: 7.8837 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.4293 loss: 2.4293 2022/06/26 20:17:01 - mmengine - INFO - Epoch(train) [113][2540/3757] lr: 3.127e-03 eta: 18:27:31 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 8.8785 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.2188 loss: 2.2188 2022/06/26 20:17:06 - mmengine - INFO - Epoch(train) [113][2560/3757] lr: 3.127e-03 eta: 18:27:26 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 9.1384 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9964 loss: 1.9964 2022/06/26 20:17:11 - mmengine - INFO - Epoch(train) [113][2580/3757] lr: 3.127e-03 eta: 18:27:20 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 8.0648 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8669 loss: 1.8669 2022/06/26 20:17:17 - mmengine - INFO - Epoch(train) [113][2600/3757] lr: 3.127e-03 eta: 18:27:15 time: 0.264 data_time: 0.004 memory: 5036 grad_norm: 9.5534 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.0816 loss: 2.0816 2022/06/26 20:17:22 - mmengine - INFO - Epoch(train) [113][2620/3757] lr: 3.127e-03 eta: 18:27:10 time: 0.274 data_time: 0.003 memory: 5036 grad_norm: 8.1906 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1268 loss: 2.1268 2022/06/26 20:17:27 - mmengine - INFO - Epoch(train) [113][2640/3757] lr: 3.127e-03 eta: 18:27:05 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 8.8626 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9859 loss: 1.9859 2022/06/26 20:17:33 - mmengine - INFO - Epoch(train) [113][2660/3757] lr: 3.127e-03 eta: 18:26:59 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 7.3729 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0749 loss: 2.0749 2022/06/26 20:17:38 - mmengine - INFO - Epoch(train) [113][2680/3757] lr: 3.127e-03 eta: 18:26:54 time: 0.254 data_time: 0.013 memory: 5036 grad_norm: 9.3754 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.0591 loss: 2.0591 2022/06/26 20:17:43 - mmengine - INFO - Epoch(train) [113][2700/3757] lr: 3.127e-03 eta: 18:26:49 time: 0.279 data_time: 0.003 memory: 5036 grad_norm: 7.4455 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0888 loss: 2.0888 2022/06/26 20:17:48 - mmengine - INFO - Epoch(train) [113][2720/3757] lr: 3.127e-03 eta: 18:26:44 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 7.5567 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3239 loss: 2.3239 2022/06/26 20:17:54 - mmengine - INFO - Epoch(train) [113][2740/3757] lr: 3.127e-03 eta: 18:26:39 time: 0.255 data_time: 0.005 memory: 5036 grad_norm: 10.0033 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4629 loss: 2.4629 2022/06/26 20:17:59 - mmengine - INFO - Epoch(train) [113][2760/3757] lr: 3.127e-03 eta: 18:26:33 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 8.0607 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1318 loss: 2.1318 2022/06/26 20:18:04 - mmengine - INFO - Epoch(train) [113][2780/3757] lr: 3.127e-03 eta: 18:26:28 time: 0.267 data_time: 0.003 memory: 5036 grad_norm: 7.4089 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.4527 loss: 2.4527 2022/06/26 20:18:10 - mmengine - INFO - Epoch(train) [113][2800/3757] lr: 3.127e-03 eta: 18:26:23 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 9.3063 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4304 loss: 2.4304 2022/06/26 20:18:15 - mmengine - INFO - Epoch(train) [113][2820/3757] lr: 3.127e-03 eta: 18:26:18 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 8.2344 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2581 loss: 2.2581 2022/06/26 20:18:20 - mmengine - INFO - Epoch(train) [113][2840/3757] lr: 3.127e-03 eta: 18:26:12 time: 0.264 data_time: 0.017 memory: 5036 grad_norm: 9.2814 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5044 loss: 2.5044 2022/06/26 20:18:25 - mmengine - INFO - Epoch(train) [113][2860/3757] lr: 3.127e-03 eta: 18:26:07 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 11.5859 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1346 loss: 2.1346 2022/06/26 20:18:31 - mmengine - INFO - Epoch(train) [113][2880/3757] lr: 3.127e-03 eta: 18:26:02 time: 0.256 data_time: 0.004 memory: 5036 grad_norm: 8.0473 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0424 loss: 2.0424 2022/06/26 20:18:36 - mmengine - INFO - Epoch(train) [113][2900/3757] lr: 3.127e-03 eta: 18:25:56 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 8.3212 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3417 loss: 2.3417 2022/06/26 20:18:41 - mmengine - INFO - Epoch(train) [113][2920/3757] lr: 3.127e-03 eta: 18:25:51 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 7.7401 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9122 loss: 1.9122 2022/06/26 20:18:46 - mmengine - INFO - Epoch(train) [113][2940/3757] lr: 3.127e-03 eta: 18:25:46 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 10.0994 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.4584 loss: 2.4584 2022/06/26 20:18:52 - mmengine - INFO - Epoch(train) [113][2960/3757] lr: 3.127e-03 eta: 18:25:41 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 9.9918 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4388 loss: 2.4388 2022/06/26 20:18:57 - mmengine - INFO - Epoch(train) [113][2980/3757] lr: 3.127e-03 eta: 18:25:35 time: 0.258 data_time: 0.011 memory: 5036 grad_norm: 8.8271 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0620 loss: 2.0620 2022/06/26 20:19:02 - mmengine - INFO - Epoch(train) [113][3000/3757] lr: 3.127e-03 eta: 18:25:30 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 8.5868 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1579 loss: 2.1579 2022/06/26 20:19:07 - mmengine - INFO - Epoch(train) [113][3020/3757] lr: 3.127e-03 eta: 18:25:25 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 7.8038 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.2997 loss: 2.2997 2022/06/26 20:19:12 - mmengine - INFO - Epoch(train) [113][3040/3757] lr: 3.127e-03 eta: 18:25:19 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 8.3015 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2185 loss: 2.2185 2022/06/26 20:19:18 - mmengine - INFO - Epoch(train) [113][3060/3757] lr: 3.127e-03 eta: 18:25:14 time: 0.266 data_time: 0.003 memory: 5036 grad_norm: 9.0946 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4722 loss: 1.4722 2022/06/26 20:19:23 - mmengine - INFO - Epoch(train) [113][3080/3757] lr: 3.127e-03 eta: 18:25:09 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 9.6096 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.2676 loss: 2.2676 2022/06/26 20:19:28 - mmengine - INFO - Epoch(train) [113][3100/3757] lr: 3.127e-03 eta: 18:25:04 time: 0.264 data_time: 0.017 memory: 5036 grad_norm: 8.4467 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.0163 loss: 2.0163 2022/06/26 20:19:34 - mmengine - INFO - Epoch(train) [113][3120/3757] lr: 3.127e-03 eta: 18:24:58 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 7.7685 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1335 loss: 2.1335 2022/06/26 20:19:39 - mmengine - INFO - Epoch(train) [113][3140/3757] lr: 3.127e-03 eta: 18:24:53 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 9.4265 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.2308 loss: 2.2308 2022/06/26 20:19:44 - mmengine - INFO - Epoch(train) [113][3160/3757] lr: 3.127e-03 eta: 18:24:48 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 7.8610 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.7950 loss: 1.7950 2022/06/26 20:19:49 - mmengine - INFO - Epoch(train) [113][3180/3757] lr: 3.127e-03 eta: 18:24:43 time: 0.266 data_time: 0.008 memory: 5036 grad_norm: 8.8965 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 1.9261 loss: 1.9261 2022/06/26 20:19:55 - mmengine - INFO - Epoch(train) [113][3200/3757] lr: 3.127e-03 eta: 18:24:37 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 9.1806 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8187 loss: 1.8187 2022/06/26 20:19:59 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 20:20:00 - mmengine - INFO - Epoch(train) [113][3220/3757] lr: 3.127e-03 eta: 18:24:32 time: 0.258 data_time: 0.010 memory: 5036 grad_norm: 7.4429 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0107 loss: 2.0107 2022/06/26 20:20:05 - mmengine - INFO - Epoch(train) [113][3240/3757] lr: 3.127e-03 eta: 18:24:27 time: 0.250 data_time: 0.008 memory: 5036 grad_norm: 7.7674 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.5139 loss: 2.5139 2022/06/26 20:20:10 - mmengine - INFO - Epoch(train) [113][3260/3757] lr: 3.127e-03 eta: 18:24:22 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 9.1826 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.1451 loss: 2.1451 2022/06/26 20:20:15 - mmengine - INFO - Epoch(train) [113][3280/3757] lr: 3.127e-03 eta: 18:24:16 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 8.0687 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.0627 loss: 2.0627 2022/06/26 20:20:21 - mmengine - INFO - Epoch(train) [113][3300/3757] lr: 3.127e-03 eta: 18:24:11 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 8.5607 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.0089 loss: 2.0089 2022/06/26 20:20:26 - mmengine - INFO - Epoch(train) [113][3320/3757] lr: 3.127e-03 eta: 18:24:06 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 7.3616 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4321 loss: 2.4321 2022/06/26 20:20:31 - mmengine - INFO - Epoch(train) [113][3340/3757] lr: 3.127e-03 eta: 18:24:00 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 8.8155 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4926 loss: 2.4926 2022/06/26 20:20:37 - mmengine - INFO - Epoch(train) [113][3360/3757] lr: 3.127e-03 eta: 18:23:55 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 9.3079 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.6941 loss: 1.6941 2022/06/26 20:20:42 - mmengine - INFO - Epoch(train) [113][3380/3757] lr: 3.127e-03 eta: 18:23:50 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 8.8897 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.5782 loss: 1.5782 2022/06/26 20:20:47 - mmengine - INFO - Epoch(train) [113][3400/3757] lr: 3.127e-03 eta: 18:23:45 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 7.5190 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4902 loss: 2.4902 2022/06/26 20:20:52 - mmengine - INFO - Epoch(train) [113][3420/3757] lr: 3.127e-03 eta: 18:23:39 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 8.7664 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1914 loss: 2.1914 2022/06/26 20:20:57 - mmengine - INFO - Epoch(train) [113][3440/3757] lr: 3.127e-03 eta: 18:23:34 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 7.7812 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5004 loss: 2.5004 2022/06/26 20:21:03 - mmengine - INFO - Epoch(train) [113][3460/3757] lr: 3.127e-03 eta: 18:23:29 time: 0.257 data_time: 0.011 memory: 5036 grad_norm: 7.8195 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8460 loss: 1.8460 2022/06/26 20:21:08 - mmengine - INFO - Epoch(train) [113][3480/3757] lr: 3.127e-03 eta: 18:23:23 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 10.1304 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.2026 loss: 2.2026 2022/06/26 20:21:14 - mmengine - INFO - Epoch(train) [113][3500/3757] lr: 3.127e-03 eta: 18:23:18 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 7.9197 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6295 loss: 1.6295 2022/06/26 20:21:19 - mmengine - INFO - Epoch(train) [113][3520/3757] lr: 3.127e-03 eta: 18:23:13 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.3570 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5101 loss: 2.5101 2022/06/26 20:21:24 - mmengine - INFO - Epoch(train) [113][3540/3757] lr: 3.127e-03 eta: 18:23:08 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 8.3955 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.1950 loss: 2.1950 2022/06/26 20:21:30 - mmengine - INFO - Epoch(train) [113][3560/3757] lr: 3.127e-03 eta: 18:23:03 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 8.3262 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.1560 loss: 2.1560 2022/06/26 20:21:35 - mmengine - INFO - Epoch(train) [113][3580/3757] lr: 3.127e-03 eta: 18:22:57 time: 0.253 data_time: 0.008 memory: 5036 grad_norm: 7.6217 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8928 loss: 1.8928 2022/06/26 20:21:40 - mmengine - INFO - Epoch(train) [113][3600/3757] lr: 3.127e-03 eta: 18:22:52 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 8.0508 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1328 loss: 2.1328 2022/06/26 20:21:45 - mmengine - INFO - Epoch(train) [113][3620/3757] lr: 3.127e-03 eta: 18:22:47 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 8.2911 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5966 loss: 2.5966 2022/06/26 20:21:50 - mmengine - INFO - Epoch(train) [113][3640/3757] lr: 3.127e-03 eta: 18:22:42 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 9.4002 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.4298 loss: 2.4298 2022/06/26 20:21:56 - mmengine - INFO - Epoch(train) [113][3660/3757] lr: 3.127e-03 eta: 18:22:36 time: 0.265 data_time: 0.007 memory: 5036 grad_norm: 8.6129 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1057 loss: 2.1057 2022/06/26 20:22:01 - mmengine - INFO - Epoch(train) [113][3680/3757] lr: 3.127e-03 eta: 18:22:31 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.1047 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.9274 loss: 1.9274 2022/06/26 20:22:06 - mmengine - INFO - Epoch(train) [113][3700/3757] lr: 3.127e-03 eta: 18:22:26 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 8.0195 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3809 loss: 2.3809 2022/06/26 20:22:12 - mmengine - INFO - Epoch(train) [113][3720/3757] lr: 3.127e-03 eta: 18:22:21 time: 0.257 data_time: 0.010 memory: 5036 grad_norm: 8.6803 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8238 loss: 1.8238 2022/06/26 20:22:17 - mmengine - INFO - Epoch(train) [113][3740/3757] lr: 3.127e-03 eta: 18:22:15 time: 0.241 data_time: 0.003 memory: 5036 grad_norm: 8.6417 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9800 loss: 1.9800 2022/06/26 20:22:21 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 20:22:21 - mmengine - INFO - Saving checkpoint at 113 epochs 2022/06/26 20:22:34 - mmengine - INFO - Epoch(val) [113][20/310] eta: 0:01:46 time: 0.267 data_time: 0.165 memory: 5036 2022/06/26 20:22:39 - mmengine - INFO - Epoch(val) [113][40/310] eta: 0:01:34 time: 0.108 data_time: 0.001 memory: 1723 2022/06/26 20:22:44 - mmengine - INFO - Epoch(val) [113][60/310] eta: 0:00:32 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 20:22:48 - mmengine - INFO - Epoch(val) [113][80/310] eta: 0:00:24 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 20:22:55 - mmengine - INFO - Epoch(val) [113][100/310] eta: 0:01:11 time: 0.108 data_time: 0.002 memory: 1723 2022/06/26 20:23:00 - mmengine - INFO - Epoch(val) [113][120/310] eta: 0:01:09 time: 0.106 data_time: 0.005 memory: 1723 2022/06/26 20:23:05 - mmengine - INFO - Epoch(val) [113][140/310] eta: 0:00:26 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 20:23:09 - mmengine - INFO - Epoch(val) [113][160/310] eta: 0:00:15 time: 0.108 data_time: 0.001 memory: 1723 2022/06/26 20:23:16 - mmengine - INFO - Epoch(val) [113][180/310] eta: 0:00:43 time: 0.103 data_time: 0.002 memory: 1723 2022/06/26 20:23:22 - mmengine - INFO - Epoch(val) [113][200/310] eta: 0:00:40 time: 0.109 data_time: 0.001 memory: 1723 2022/06/26 20:23:26 - mmengine - INFO - Epoch(val) [113][220/310] eta: 0:00:20 time: 0.109 data_time: 0.002 memory: 1723 2022/06/26 20:23:31 - mmengine - INFO - Epoch(val) [113][240/310] eta: 0:00:09 time: 0.111 data_time: 0.002 memory: 1723 2022/06/26 20:23:38 - mmengine - INFO - Epoch(val) [113][260/310] eta: 0:00:17 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 20:23:41 - mmengine - INFO - Epoch(val) [113][280/310] eta: 0:00:07 time: 0.119 data_time: 0.002 memory: 1723 2022/06/26 20:23:43 - mmengine - INFO - Epoch(val) [113][300/310] eta: 0:00:01 time: 0.102 data_time: 0.001 memory: 1723 2022/06/26 20:23:46 - mmengine - INFO - Epoch(val) [113][310/310] acc/top1: 0.5550 acc/top5: 0.7923 acc/mean1: 0.5548 2022/06/26 20:23:55 - mmengine - INFO - Epoch(train) [114][20/3757] lr: 3.046e-03 eta: 18:22:07 time: 0.267 data_time: 0.010 memory: 5036 grad_norm: 8.0189 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9502 loss: 1.9502 2022/06/26 20:24:01 - mmengine - INFO - Epoch(train) [114][40/3757] lr: 3.046e-03 eta: 18:22:02 time: 0.247 data_time: 0.004 memory: 5036 grad_norm: 7.2135 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0300 loss: 2.0300 2022/06/26 20:24:06 - mmengine - INFO - Epoch(train) [114][60/3757] lr: 3.046e-03 eta: 18:21:57 time: 0.251 data_time: 0.009 memory: 5036 grad_norm: 8.6842 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.1096 loss: 2.1096 2022/06/26 20:24:11 - mmengine - INFO - Epoch(train) [114][80/3757] lr: 3.046e-03 eta: 18:21:51 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 8.4907 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.4060 loss: 2.4060 2022/06/26 20:24:17 - mmengine - INFO - Epoch(train) [114][100/3757] lr: 3.046e-03 eta: 18:21:46 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 7.1396 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.5663 loss: 1.5663 2022/06/26 20:24:22 - mmengine - INFO - Epoch(train) [114][120/3757] lr: 3.046e-03 eta: 18:21:41 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 7.8017 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.1375 loss: 2.1375 2022/06/26 20:24:27 - mmengine - INFO - Epoch(train) [114][140/3757] lr: 3.046e-03 eta: 18:21:36 time: 0.246 data_time: 0.006 memory: 5036 grad_norm: 9.5800 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3909 loss: 2.3909 2022/06/26 20:24:32 - mmengine - INFO - Epoch(train) [114][160/3757] lr: 3.046e-03 eta: 18:21:30 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 10.0450 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7531 loss: 1.7531 2022/06/26 20:24:38 - mmengine - INFO - Epoch(train) [114][180/3757] lr: 3.046e-03 eta: 18:21:25 time: 0.274 data_time: 0.003 memory: 5036 grad_norm: 7.3088 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 2.3326 loss: 2.3326 2022/06/26 20:24:43 - mmengine - INFO - Epoch(train) [114][200/3757] lr: 3.046e-03 eta: 18:21:20 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 8.7277 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3321 loss: 2.3321 2022/06/26 20:24:48 - mmengine - INFO - Epoch(train) [114][220/3757] lr: 3.046e-03 eta: 18:21:15 time: 0.259 data_time: 0.012 memory: 5036 grad_norm: 8.7641 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.1937 loss: 2.1937 2022/06/26 20:24:54 - mmengine - INFO - Epoch(train) [114][240/3757] lr: 3.046e-03 eta: 18:21:09 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 7.3404 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7904 loss: 1.7904 2022/06/26 20:24:59 - mmengine - INFO - Epoch(train) [114][260/3757] lr: 3.046e-03 eta: 18:21:04 time: 0.254 data_time: 0.004 memory: 5036 grad_norm: 8.3503 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0997 loss: 2.0997 2022/06/26 20:25:04 - mmengine - INFO - Epoch(train) [114][280/3757] lr: 3.046e-03 eta: 18:20:59 time: 0.257 data_time: 0.004 memory: 5036 grad_norm: 8.4960 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.0755 loss: 2.0755 2022/06/26 20:25:10 - mmengine - INFO - Epoch(train) [114][300/3757] lr: 3.046e-03 eta: 18:20:54 time: 0.278 data_time: 0.009 memory: 5036 grad_norm: 9.7941 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.5393 loss: 2.5393 2022/06/26 20:25:15 - mmengine - INFO - Epoch(train) [114][320/3757] lr: 3.046e-03 eta: 18:20:48 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 10.2221 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.1866 loss: 2.1866 2022/06/26 20:25:20 - mmengine - INFO - Epoch(train) [114][340/3757] lr: 3.046e-03 eta: 18:20:43 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 9.3491 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9135 loss: 1.9135 2022/06/26 20:25:25 - mmengine - INFO - Epoch(train) [114][360/3757] lr: 3.046e-03 eta: 18:20:38 time: 0.253 data_time: 0.004 memory: 5036 grad_norm: 8.4430 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9364 loss: 1.9364 2022/06/26 20:25:31 - mmengine - INFO - Epoch(train) [114][380/3757] lr: 3.046e-03 eta: 18:20:33 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 8.5750 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.2857 loss: 2.2857 2022/06/26 20:25:36 - mmengine - INFO - Epoch(train) [114][400/3757] lr: 3.046e-03 eta: 18:20:27 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 8.2509 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.8924 loss: 1.8924 2022/06/26 20:25:41 - mmengine - INFO - Epoch(train) [114][420/3757] lr: 3.046e-03 eta: 18:20:22 time: 0.249 data_time: 0.005 memory: 5036 grad_norm: 9.1275 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8873 loss: 1.8873 2022/06/26 20:25:47 - mmengine - INFO - Epoch(train) [114][440/3757] lr: 3.046e-03 eta: 18:20:17 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 8.7751 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3667 loss: 2.3667 2022/06/26 20:25:52 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 20:25:52 - mmengine - INFO - Epoch(train) [114][460/3757] lr: 3.046e-03 eta: 18:20:12 time: 0.265 data_time: 0.020 memory: 5036 grad_norm: 7.4284 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2052 loss: 2.2052 2022/06/26 20:25:57 - mmengine - INFO - Epoch(train) [114][480/3757] lr: 3.046e-03 eta: 18:20:06 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 8.0769 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5958 loss: 2.5958 2022/06/26 20:26:03 - mmengine - INFO - Epoch(train) [114][500/3757] lr: 3.046e-03 eta: 18:20:01 time: 0.258 data_time: 0.012 memory: 5036 grad_norm: 7.8507 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9262 loss: 1.9262 2022/06/26 20:26:08 - mmengine - INFO - Epoch(train) [114][520/3757] lr: 3.046e-03 eta: 18:19:56 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 10.0533 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4435 loss: 2.4435 2022/06/26 20:26:13 - mmengine - INFO - Epoch(train) [114][540/3757] lr: 3.046e-03 eta: 18:19:51 time: 0.253 data_time: 0.012 memory: 5036 grad_norm: 9.6811 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2039 loss: 2.2039 2022/06/26 20:26:18 - mmengine - INFO - Epoch(train) [114][560/3757] lr: 3.046e-03 eta: 18:19:46 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 9.1079 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.8991 loss: 1.8991 2022/06/26 20:26:24 - mmengine - INFO - Epoch(train) [114][580/3757] lr: 3.046e-03 eta: 18:19:40 time: 0.254 data_time: 0.013 memory: 5036 grad_norm: 8.1442 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4163 loss: 2.4163 2022/06/26 20:26:29 - mmengine - INFO - Epoch(train) [114][600/3757] lr: 3.046e-03 eta: 18:19:35 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 7.4960 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2089 loss: 2.2089 2022/06/26 20:26:34 - mmengine - INFO - Epoch(train) [114][620/3757] lr: 3.046e-03 eta: 18:19:30 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 8.2597 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2730 loss: 2.2730 2022/06/26 20:26:40 - mmengine - INFO - Epoch(train) [114][640/3757] lr: 3.046e-03 eta: 18:19:24 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 8.6023 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.2378 loss: 2.2378 2022/06/26 20:26:45 - mmengine - INFO - Epoch(train) [114][660/3757] lr: 3.046e-03 eta: 18:19:19 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 9.1606 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8585 loss: 1.8585 2022/06/26 20:26:50 - mmengine - INFO - Epoch(train) [114][680/3757] lr: 3.046e-03 eta: 18:19:14 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 8.7664 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1438 loss: 2.1438 2022/06/26 20:26:55 - mmengine - INFO - Epoch(train) [114][700/3757] lr: 3.046e-03 eta: 18:19:09 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 7.5712 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1211 loss: 2.1211 2022/06/26 20:27:01 - mmengine - INFO - Epoch(train) [114][720/3757] lr: 3.046e-03 eta: 18:19:03 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 8.9554 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.3013 loss: 2.3013 2022/06/26 20:27:06 - mmengine - INFO - Epoch(train) [114][740/3757] lr: 3.046e-03 eta: 18:18:58 time: 0.256 data_time: 0.010 memory: 5036 grad_norm: 8.1588 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3045 loss: 2.3045 2022/06/26 20:27:11 - mmengine - INFO - Epoch(train) [114][760/3757] lr: 3.046e-03 eta: 18:18:53 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 8.0196 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.7325 loss: 1.7325 2022/06/26 20:27:16 - mmengine - INFO - Epoch(train) [114][780/3757] lr: 3.046e-03 eta: 18:18:48 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 8.8923 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2413 loss: 2.2413 2022/06/26 20:27:22 - mmengine - INFO - Epoch(train) [114][800/3757] lr: 3.046e-03 eta: 18:18:42 time: 0.255 data_time: 0.008 memory: 5036 grad_norm: 8.8024 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2227 loss: 2.2227 2022/06/26 20:27:27 - mmengine - INFO - Epoch(train) [114][820/3757] lr: 3.046e-03 eta: 18:18:37 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 8.7955 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2597 loss: 2.2597 2022/06/26 20:27:32 - mmengine - INFO - Epoch(train) [114][840/3757] lr: 3.046e-03 eta: 18:18:32 time: 0.256 data_time: 0.012 memory: 5036 grad_norm: 8.0083 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.9955 loss: 1.9955 2022/06/26 20:27:37 - mmengine - INFO - Epoch(train) [114][860/3757] lr: 3.046e-03 eta: 18:18:26 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 8.2390 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1819 loss: 2.1819 2022/06/26 20:27:43 - mmengine - INFO - Epoch(train) [114][880/3757] lr: 3.046e-03 eta: 18:18:21 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 8.0025 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.1477 loss: 2.1477 2022/06/26 20:27:48 - mmengine - INFO - Epoch(train) [114][900/3757] lr: 3.046e-03 eta: 18:18:16 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 8.3266 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.3839 loss: 2.3839 2022/06/26 20:27:53 - mmengine - INFO - Epoch(train) [114][920/3757] lr: 3.046e-03 eta: 18:18:11 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 8.5962 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9089 loss: 1.9089 2022/06/26 20:27:59 - mmengine - INFO - Epoch(train) [114][940/3757] lr: 3.046e-03 eta: 18:18:06 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 6.9870 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.8903 loss: 1.8903 2022/06/26 20:28:04 - mmengine - INFO - Epoch(train) [114][960/3757] lr: 3.046e-03 eta: 18:18:00 time: 0.247 data_time: 0.004 memory: 5036 grad_norm: 9.0029 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.8923 loss: 2.8923 2022/06/26 20:28:09 - mmengine - INFO - Epoch(train) [114][980/3757] lr: 3.046e-03 eta: 18:17:55 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 8.3689 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0376 loss: 2.0376 2022/06/26 20:28:15 - mmengine - INFO - Epoch(train) [114][1000/3757] lr: 3.046e-03 eta: 18:17:50 time: 0.250 data_time: 0.008 memory: 5036 grad_norm: 8.6711 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.2728 loss: 2.2728 2022/06/26 20:28:20 - mmengine - INFO - Epoch(train) [114][1020/3757] lr: 3.046e-03 eta: 18:17:45 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 8.5283 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6670 loss: 1.6670 2022/06/26 20:28:25 - mmengine - INFO - Epoch(train) [114][1040/3757] lr: 3.046e-03 eta: 18:17:39 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 7.7411 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0862 loss: 2.0862 2022/06/26 20:28:31 - mmengine - INFO - Epoch(train) [114][1060/3757] lr: 3.046e-03 eta: 18:17:34 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 8.2752 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.3805 loss: 2.3805 2022/06/26 20:28:36 - mmengine - INFO - Epoch(train) [114][1080/3757] lr: 3.046e-03 eta: 18:17:29 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 9.0647 top1_acc: 0.0000 top5_acc: 0.7500 loss_cls: 2.2096 loss: 2.2096 2022/06/26 20:28:41 - mmengine - INFO - Epoch(train) [114][1100/3757] lr: 3.046e-03 eta: 18:17:24 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 7.4708 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.2823 loss: 2.2823 2022/06/26 20:28:46 - mmengine - INFO - Epoch(train) [114][1120/3757] lr: 3.046e-03 eta: 18:17:18 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 8.6699 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9301 loss: 1.9301 2022/06/26 20:28:52 - mmengine - INFO - Epoch(train) [114][1140/3757] lr: 3.046e-03 eta: 18:17:13 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 9.7525 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 1.8958 loss: 1.8958 2022/06/26 20:28:57 - mmengine - INFO - Epoch(train) [114][1160/3757] lr: 3.046e-03 eta: 18:17:08 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 7.8287 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.0629 loss: 2.0629 2022/06/26 20:29:02 - mmengine - INFO - Epoch(train) [114][1180/3757] lr: 3.046e-03 eta: 18:17:03 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 8.7590 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.2865 loss: 2.2865 2022/06/26 20:29:07 - mmengine - INFO - Epoch(train) [114][1200/3757] lr: 3.046e-03 eta: 18:16:57 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 8.3143 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1694 loss: 2.1694 2022/06/26 20:29:12 - mmengine - INFO - Epoch(train) [114][1220/3757] lr: 3.046e-03 eta: 18:16:52 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 9.7715 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.6624 loss: 1.6624 2022/06/26 20:29:17 - mmengine - INFO - Epoch(train) [114][1240/3757] lr: 3.046e-03 eta: 18:16:47 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 8.7102 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8317 loss: 1.8317 2022/06/26 20:29:23 - mmengine - INFO - Epoch(train) [114][1260/3757] lr: 3.046e-03 eta: 18:16:42 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 8.1903 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.1510 loss: 2.1510 2022/06/26 20:29:28 - mmengine - INFO - Epoch(train) [114][1280/3757] lr: 3.046e-03 eta: 18:16:36 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 7.1954 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1225 loss: 2.1225 2022/06/26 20:29:34 - mmengine - INFO - Epoch(train) [114][1300/3757] lr: 3.046e-03 eta: 18:16:31 time: 0.251 data_time: 0.007 memory: 5036 grad_norm: 7.4177 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4132 loss: 2.4132 2022/06/26 20:29:39 - mmengine - INFO - Epoch(train) [114][1320/3757] lr: 3.046e-03 eta: 18:16:26 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 8.0363 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.9596 loss: 1.9596 2022/06/26 20:29:44 - mmengine - INFO - Epoch(train) [114][1340/3757] lr: 3.046e-03 eta: 18:16:20 time: 0.265 data_time: 0.007 memory: 5036 grad_norm: 8.8568 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9375 loss: 1.9375 2022/06/26 20:29:49 - mmengine - INFO - Epoch(train) [114][1360/3757] lr: 3.046e-03 eta: 18:16:15 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 9.5271 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0659 loss: 2.0659 2022/06/26 20:29:55 - mmengine - INFO - Epoch(train) [114][1380/3757] lr: 3.046e-03 eta: 18:16:10 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 8.1409 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8730 loss: 1.8730 2022/06/26 20:30:00 - mmengine - INFO - Epoch(train) [114][1400/3757] lr: 3.046e-03 eta: 18:16:05 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 7.2709 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.1710 loss: 2.1710 2022/06/26 20:30:05 - mmengine - INFO - Epoch(train) [114][1420/3757] lr: 3.046e-03 eta: 18:15:59 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 8.1457 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.9274 loss: 1.9274 2022/06/26 20:30:10 - mmengine - INFO - Epoch(train) [114][1440/3757] lr: 3.046e-03 eta: 18:15:54 time: 0.293 data_time: 0.009 memory: 5036 grad_norm: 8.5545 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3475 loss: 2.3475 2022/06/26 20:30:15 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 20:30:15 - mmengine - INFO - Epoch(train) [114][1460/3757] lr: 3.046e-03 eta: 18:15:49 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 8.7848 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.6753 loss: 1.6753 2022/06/26 20:30:20 - mmengine - INFO - Epoch(train) [114][1480/3757] lr: 3.046e-03 eta: 18:15:43 time: 0.266 data_time: 0.014 memory: 5036 grad_norm: 8.8550 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9175 loss: 1.9175 2022/06/26 20:30:26 - mmengine - INFO - Epoch(train) [114][1500/3757] lr: 3.046e-03 eta: 18:15:38 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 9.0370 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1227 loss: 2.1227 2022/06/26 20:30:31 - mmengine - INFO - Epoch(train) [114][1520/3757] lr: 3.046e-03 eta: 18:15:33 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 8.5789 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8863 loss: 1.8863 2022/06/26 20:30:36 - mmengine - INFO - Epoch(train) [114][1540/3757] lr: 3.046e-03 eta: 18:15:28 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 8.1307 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0643 loss: 2.0643 2022/06/26 20:30:42 - mmengine - INFO - Epoch(train) [114][1560/3757] lr: 3.046e-03 eta: 18:15:22 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 8.1153 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7205 loss: 2.7205 2022/06/26 20:30:47 - mmengine - INFO - Epoch(train) [114][1580/3757] lr: 3.046e-03 eta: 18:15:17 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 7.9282 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7794 loss: 1.7794 2022/06/26 20:30:52 - mmengine - INFO - Epoch(train) [114][1600/3757] lr: 3.046e-03 eta: 18:15:12 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 8.5339 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.6352 loss: 1.6352 2022/06/26 20:30:57 - mmengine - INFO - Epoch(train) [114][1620/3757] lr: 3.046e-03 eta: 18:15:06 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 8.4229 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3807 loss: 2.3807 2022/06/26 20:31:02 - mmengine - INFO - Epoch(train) [114][1640/3757] lr: 3.046e-03 eta: 18:15:01 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 9.4673 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8078 loss: 1.8078 2022/06/26 20:31:08 - mmengine - INFO - Epoch(train) [114][1660/3757] lr: 3.046e-03 eta: 18:14:56 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 8.5373 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6138 loss: 2.6138 2022/06/26 20:31:13 - mmengine - INFO - Epoch(train) [114][1680/3757] lr: 3.046e-03 eta: 18:14:51 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 8.7814 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.3139 loss: 2.3139 2022/06/26 20:31:18 - mmengine - INFO - Epoch(train) [114][1700/3757] lr: 3.046e-03 eta: 18:14:45 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 8.1535 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2812 loss: 2.2812 2022/06/26 20:31:23 - mmengine - INFO - Epoch(train) [114][1720/3757] lr: 3.046e-03 eta: 18:14:40 time: 0.263 data_time: 0.007 memory: 5036 grad_norm: 8.0420 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9872 loss: 1.9872 2022/06/26 20:31:29 - mmengine - INFO - Epoch(train) [114][1740/3757] lr: 3.046e-03 eta: 18:14:35 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.6364 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.7140 loss: 1.7140 2022/06/26 20:31:34 - mmengine - INFO - Epoch(train) [114][1760/3757] lr: 3.046e-03 eta: 18:14:29 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 8.3004 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.0439 loss: 2.0439 2022/06/26 20:31:39 - mmengine - INFO - Epoch(train) [114][1780/3757] lr: 3.046e-03 eta: 18:14:24 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 7.4297 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7315 loss: 1.7315 2022/06/26 20:31:44 - mmengine - INFO - Epoch(train) [114][1800/3757] lr: 3.046e-03 eta: 18:14:19 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 8.7366 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.0247 loss: 2.0247 2022/06/26 20:31:49 - mmengine - INFO - Epoch(train) [114][1820/3757] lr: 3.046e-03 eta: 18:14:14 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 9.2087 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.2390 loss: 2.2390 2022/06/26 20:31:55 - mmengine - INFO - Epoch(train) [114][1840/3757] lr: 3.046e-03 eta: 18:14:08 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 8.9021 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1284 loss: 2.1284 2022/06/26 20:32:00 - mmengine - INFO - Epoch(train) [114][1860/3757] lr: 3.046e-03 eta: 18:14:03 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 8.7194 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.6204 loss: 2.6204 2022/06/26 20:32:05 - mmengine - INFO - Epoch(train) [114][1880/3757] lr: 3.046e-03 eta: 18:13:58 time: 0.255 data_time: 0.008 memory: 5036 grad_norm: 8.0375 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.5853 loss: 2.5853 2022/06/26 20:32:11 - mmengine - INFO - Epoch(train) [114][1900/3757] lr: 3.046e-03 eta: 18:13:53 time: 0.385 data_time: 0.027 memory: 5036 grad_norm: 7.9203 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0055 loss: 2.0055 2022/06/26 20:32:16 - mmengine - INFO - Epoch(train) [114][1920/3757] lr: 3.046e-03 eta: 18:13:47 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 8.5067 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0341 loss: 2.0341 2022/06/26 20:32:21 - mmengine - INFO - Epoch(train) [114][1940/3757] lr: 3.046e-03 eta: 18:13:42 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 7.5191 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8777 loss: 1.8777 2022/06/26 20:32:26 - mmengine - INFO - Epoch(train) [114][1960/3757] lr: 3.046e-03 eta: 18:13:37 time: 0.265 data_time: 0.006 memory: 5036 grad_norm: 8.5697 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9635 loss: 1.9635 2022/06/26 20:32:32 - mmengine - INFO - Epoch(train) [114][1980/3757] lr: 3.046e-03 eta: 18:13:32 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 8.9162 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.0568 loss: 2.0568 2022/06/26 20:32:37 - mmengine - INFO - Epoch(train) [114][2000/3757] lr: 3.046e-03 eta: 18:13:26 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 8.6842 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5832 loss: 2.5832 2022/06/26 20:32:42 - mmengine - INFO - Epoch(train) [114][2020/3757] lr: 3.046e-03 eta: 18:13:21 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 9.3955 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3037 loss: 2.3037 2022/06/26 20:32:47 - mmengine - INFO - Epoch(train) [114][2040/3757] lr: 3.046e-03 eta: 18:13:16 time: 0.254 data_time: 0.010 memory: 5036 grad_norm: 9.7969 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.3840 loss: 2.3840 2022/06/26 20:32:53 - mmengine - INFO - Epoch(train) [114][2060/3757] lr: 3.046e-03 eta: 18:13:10 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 9.4962 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8494 loss: 1.8494 2022/06/26 20:32:58 - mmengine - INFO - Epoch(train) [114][2080/3757] lr: 3.046e-03 eta: 18:13:05 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 8.4681 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3520 loss: 2.3520 2022/06/26 20:33:03 - mmengine - INFO - Epoch(train) [114][2100/3757] lr: 3.046e-03 eta: 18:13:00 time: 0.258 data_time: 0.010 memory: 5036 grad_norm: 8.8127 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1619 loss: 2.1619 2022/06/26 20:33:08 - mmengine - INFO - Epoch(train) [114][2120/3757] lr: 3.046e-03 eta: 18:12:55 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 7.5815 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2151 loss: 2.2151 2022/06/26 20:33:14 - mmengine - INFO - Epoch(train) [114][2140/3757] lr: 3.046e-03 eta: 18:12:50 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 9.5468 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7870 loss: 1.7870 2022/06/26 20:33:19 - mmengine - INFO - Epoch(train) [114][2160/3757] lr: 3.046e-03 eta: 18:12:44 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 7.3581 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.6232 loss: 2.6232 2022/06/26 20:33:24 - mmengine - INFO - Epoch(train) [114][2180/3757] lr: 3.046e-03 eta: 18:12:39 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 7.9857 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.2007 loss: 2.2007 2022/06/26 20:33:30 - mmengine - INFO - Epoch(train) [114][2200/3757] lr: 3.046e-03 eta: 18:12:34 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 8.0611 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8384 loss: 1.8384 2022/06/26 20:33:35 - mmengine - INFO - Epoch(train) [114][2220/3757] lr: 3.046e-03 eta: 18:12:29 time: 0.266 data_time: 0.007 memory: 5036 grad_norm: 8.5253 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8515 loss: 1.8515 2022/06/26 20:33:40 - mmengine - INFO - Epoch(train) [114][2240/3757] lr: 3.046e-03 eta: 18:12:23 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 8.2737 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8781 loss: 1.8781 2022/06/26 20:33:45 - mmengine - INFO - Epoch(train) [114][2260/3757] lr: 3.046e-03 eta: 18:12:18 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 8.9972 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6153 loss: 2.6153 2022/06/26 20:33:51 - mmengine - INFO - Epoch(train) [114][2280/3757] lr: 3.046e-03 eta: 18:12:13 time: 0.576 data_time: 0.007 memory: 5036 grad_norm: 8.6242 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5944 loss: 1.5944 2022/06/26 20:33:56 - mmengine - INFO - Epoch(train) [114][2300/3757] lr: 3.046e-03 eta: 18:12:07 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 8.2688 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0545 loss: 2.0545 2022/06/26 20:34:01 - mmengine - INFO - Epoch(train) [114][2320/3757] lr: 3.046e-03 eta: 18:12:02 time: 0.262 data_time: 0.009 memory: 5036 grad_norm: 9.2988 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.0091 loss: 2.0091 2022/06/26 20:34:07 - mmengine - INFO - Epoch(train) [114][2340/3757] lr: 3.046e-03 eta: 18:11:57 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 8.0016 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0926 loss: 2.0926 2022/06/26 20:34:12 - mmengine - INFO - Epoch(train) [114][2360/3757] lr: 3.046e-03 eta: 18:11:52 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 8.3101 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7313 loss: 1.7313 2022/06/26 20:34:17 - mmengine - INFO - Epoch(train) [114][2380/3757] lr: 3.046e-03 eta: 18:11:46 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 10.0308 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.4048 loss: 2.4048 2022/06/26 20:34:22 - mmengine - INFO - Epoch(train) [114][2400/3757] lr: 3.046e-03 eta: 18:11:41 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 9.1437 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.2661 loss: 2.2661 2022/06/26 20:34:27 - mmengine - INFO - Epoch(train) [114][2420/3757] lr: 3.046e-03 eta: 18:11:36 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 8.4794 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9139 loss: 1.9139 2022/06/26 20:34:33 - mmengine - INFO - Epoch(train) [114][2440/3757] lr: 3.046e-03 eta: 18:11:31 time: 0.266 data_time: 0.006 memory: 5036 grad_norm: 8.7114 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1067 loss: 2.1067 2022/06/26 20:34:38 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 20:34:38 - mmengine - INFO - Epoch(train) [114][2460/3757] lr: 3.046e-03 eta: 18:11:25 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 8.0411 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.3111 loss: 2.3111 2022/06/26 20:34:43 - mmengine - INFO - Epoch(train) [114][2480/3757] lr: 3.046e-03 eta: 18:11:20 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 7.6675 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3720 loss: 2.3720 2022/06/26 20:34:48 - mmengine - INFO - Epoch(train) [114][2500/3757] lr: 3.046e-03 eta: 18:11:15 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 8.0221 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.1792 loss: 2.1792 2022/06/26 20:34:54 - mmengine - INFO - Epoch(train) [114][2520/3757] lr: 3.046e-03 eta: 18:11:09 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 9.3833 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.7221 loss: 2.7221 2022/06/26 20:34:59 - mmengine - INFO - Epoch(train) [114][2540/3757] lr: 3.046e-03 eta: 18:11:04 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 8.8496 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1113 loss: 2.1113 2022/06/26 20:35:04 - mmengine - INFO - Epoch(train) [114][2560/3757] lr: 3.046e-03 eta: 18:10:59 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 7.6501 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.9520 loss: 1.9520 2022/06/26 20:35:09 - mmengine - INFO - Epoch(train) [114][2580/3757] lr: 3.046e-03 eta: 18:10:53 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 8.7698 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.1950 loss: 2.1950 2022/06/26 20:35:14 - mmengine - INFO - Epoch(train) [114][2600/3757] lr: 3.046e-03 eta: 18:10:48 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 7.7317 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1379 loss: 2.1379 2022/06/26 20:35:20 - mmengine - INFO - Epoch(train) [114][2620/3757] lr: 3.046e-03 eta: 18:10:43 time: 0.248 data_time: 0.004 memory: 5036 grad_norm: 8.3679 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.9491 loss: 1.9491 2022/06/26 20:35:25 - mmengine - INFO - Epoch(train) [114][2640/3757] lr: 3.046e-03 eta: 18:10:38 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 7.7572 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.3469 loss: 2.3469 2022/06/26 20:35:30 - mmengine - INFO - Epoch(train) [114][2660/3757] lr: 3.046e-03 eta: 18:10:32 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 7.2592 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7772 loss: 1.7772 2022/06/26 20:35:35 - mmengine - INFO - Epoch(train) [114][2680/3757] lr: 3.046e-03 eta: 18:10:27 time: 0.250 data_time: 0.007 memory: 5036 grad_norm: 7.6480 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0051 loss: 2.0051 2022/06/26 20:35:40 - mmengine - INFO - Epoch(train) [114][2700/3757] lr: 3.046e-03 eta: 18:10:22 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 9.1444 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3340 loss: 2.3340 2022/06/26 20:35:46 - mmengine - INFO - Epoch(train) [114][2720/3757] lr: 3.046e-03 eta: 18:10:16 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 8.5945 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.9579 loss: 1.9579 2022/06/26 20:35:51 - mmengine - INFO - Epoch(train) [114][2740/3757] lr: 3.046e-03 eta: 18:10:11 time: 0.274 data_time: 0.026 memory: 5036 grad_norm: 9.1153 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.2943 loss: 2.2943 2022/06/26 20:35:56 - mmengine - INFO - Epoch(train) [114][2760/3757] lr: 3.046e-03 eta: 18:10:06 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 8.1593 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.6602 loss: 1.6602 2022/06/26 20:36:01 - mmengine - INFO - Epoch(train) [114][2780/3757] lr: 3.046e-03 eta: 18:10:01 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 7.8158 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.4485 loss: 2.4485 2022/06/26 20:36:07 - mmengine - INFO - Epoch(train) [114][2800/3757] lr: 3.046e-03 eta: 18:09:55 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 8.1297 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4813 loss: 2.4813 2022/06/26 20:36:12 - mmengine - INFO - Epoch(train) [114][2820/3757] lr: 3.046e-03 eta: 18:09:50 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 8.2087 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4032 loss: 2.4032 2022/06/26 20:36:17 - mmengine - INFO - Epoch(train) [114][2840/3757] lr: 3.046e-03 eta: 18:09:45 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 8.3072 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3132 loss: 2.3132 2022/06/26 20:36:22 - mmengine - INFO - Epoch(train) [114][2860/3757] lr: 3.046e-03 eta: 18:09:39 time: 0.264 data_time: 0.007 memory: 5036 grad_norm: 7.5333 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8727 loss: 1.8727 2022/06/26 20:36:27 - mmengine - INFO - Epoch(train) [114][2880/3757] lr: 3.046e-03 eta: 18:09:34 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 7.4298 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0699 loss: 2.0699 2022/06/26 20:36:33 - mmengine - INFO - Epoch(train) [114][2900/3757] lr: 3.046e-03 eta: 18:09:29 time: 0.249 data_time: 0.008 memory: 5036 grad_norm: 9.7393 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.2007 loss: 2.2007 2022/06/26 20:36:38 - mmengine - INFO - Epoch(train) [114][2920/3757] lr: 3.046e-03 eta: 18:09:24 time: 0.260 data_time: 0.015 memory: 5036 grad_norm: 8.6840 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.1193 loss: 2.1193 2022/06/26 20:36:43 - mmengine - INFO - Epoch(train) [114][2940/3757] lr: 3.046e-03 eta: 18:09:18 time: 0.260 data_time: 0.009 memory: 5036 grad_norm: 7.8380 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9775 loss: 1.9775 2022/06/26 20:36:48 - mmengine - INFO - Epoch(train) [114][2960/3757] lr: 3.046e-03 eta: 18:09:13 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 8.8187 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.5281 loss: 2.5281 2022/06/26 20:36:54 - mmengine - INFO - Epoch(train) [114][2980/3757] lr: 3.046e-03 eta: 18:09:08 time: 0.265 data_time: 0.007 memory: 5036 grad_norm: 8.1653 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.3365 loss: 2.3365 2022/06/26 20:36:59 - mmengine - INFO - Epoch(train) [114][3000/3757] lr: 3.046e-03 eta: 18:09:02 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 9.3953 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4504 loss: 2.4504 2022/06/26 20:37:04 - mmengine - INFO - Epoch(train) [114][3020/3757] lr: 3.046e-03 eta: 18:08:57 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 8.7216 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0906 loss: 2.0906 2022/06/26 20:37:09 - mmengine - INFO - Epoch(train) [114][3040/3757] lr: 3.046e-03 eta: 18:08:52 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 9.4612 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.0408 loss: 2.0408 2022/06/26 20:37:14 - mmengine - INFO - Epoch(train) [114][3060/3757] lr: 3.046e-03 eta: 18:08:47 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 8.0461 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 2.3992 loss: 2.3992 2022/06/26 20:37:20 - mmengine - INFO - Epoch(train) [114][3080/3757] lr: 3.046e-03 eta: 18:08:41 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 8.0426 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6585 loss: 2.6585 2022/06/26 20:37:25 - mmengine - INFO - Epoch(train) [114][3100/3757] lr: 3.046e-03 eta: 18:08:36 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 8.3491 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4150 loss: 2.4150 2022/06/26 20:37:30 - mmengine - INFO - Epoch(train) [114][3120/3757] lr: 3.046e-03 eta: 18:08:31 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 8.8051 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0967 loss: 2.0967 2022/06/26 20:37:36 - mmengine - INFO - Epoch(train) [114][3140/3757] lr: 3.046e-03 eta: 18:08:26 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 8.9472 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2037 loss: 2.2037 2022/06/26 20:37:41 - mmengine - INFO - Epoch(train) [114][3160/3757] lr: 3.046e-03 eta: 18:08:20 time: 0.391 data_time: 0.009 memory: 5036 grad_norm: 7.5436 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.0404 loss: 2.0404 2022/06/26 20:37:46 - mmengine - INFO - Epoch(train) [114][3180/3757] lr: 3.046e-03 eta: 18:08:15 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 7.8780 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8588 loss: 1.8588 2022/06/26 20:37:51 - mmengine - INFO - Epoch(train) [114][3200/3757] lr: 3.046e-03 eta: 18:08:10 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 8.6620 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0146 loss: 2.0146 2022/06/26 20:37:57 - mmengine - INFO - Epoch(train) [114][3220/3757] lr: 3.046e-03 eta: 18:08:04 time: 0.250 data_time: 0.007 memory: 5036 grad_norm: 8.7581 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.4859 loss: 2.4859 2022/06/26 20:38:02 - mmengine - INFO - Epoch(train) [114][3240/3757] lr: 3.046e-03 eta: 18:07:59 time: 0.262 data_time: 0.016 memory: 5036 grad_norm: 7.9836 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6873 loss: 1.6873 2022/06/26 20:38:07 - mmengine - INFO - Epoch(train) [114][3260/3757] lr: 3.046e-03 eta: 18:07:54 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 8.4363 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.5726 loss: 2.5726 2022/06/26 20:38:12 - mmengine - INFO - Epoch(train) [114][3280/3757] lr: 3.046e-03 eta: 18:07:49 time: 0.268 data_time: 0.006 memory: 5036 grad_norm: 9.6192 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.2059 loss: 2.2059 2022/06/26 20:38:18 - mmengine - INFO - Epoch(train) [114][3300/3757] lr: 3.046e-03 eta: 18:07:43 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 9.1337 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2154 loss: 2.2154 2022/06/26 20:38:23 - mmengine - INFO - Epoch(train) [114][3320/3757] lr: 3.046e-03 eta: 18:07:38 time: 0.262 data_time: 0.008 memory: 5036 grad_norm: 8.7353 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9452 loss: 1.9452 2022/06/26 20:38:28 - mmengine - INFO - Epoch(train) [114][3340/3757] lr: 3.046e-03 eta: 18:07:33 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 9.7829 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2134 loss: 2.2134 2022/06/26 20:38:33 - mmengine - INFO - Epoch(train) [114][3360/3757] lr: 3.046e-03 eta: 18:07:27 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 9.3360 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0557 loss: 2.0557 2022/06/26 20:38:38 - mmengine - INFO - Epoch(train) [114][3380/3757] lr: 3.046e-03 eta: 18:07:22 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 8.2884 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.1859 loss: 2.1859 2022/06/26 20:38:44 - mmengine - INFO - Epoch(train) [114][3400/3757] lr: 3.046e-03 eta: 18:07:17 time: 0.259 data_time: 0.009 memory: 5036 grad_norm: 7.8011 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4971 loss: 2.4971 2022/06/26 20:38:49 - mmengine - INFO - Epoch(train) [114][3420/3757] lr: 3.046e-03 eta: 18:07:12 time: 0.248 data_time: 0.004 memory: 5036 grad_norm: 9.7542 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2462 loss: 2.2462 2022/06/26 20:38:54 - mmengine - INFO - Epoch(train) [114][3440/3757] lr: 3.046e-03 eta: 18:07:06 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 8.7007 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0090 loss: 2.0090 2022/06/26 20:38:59 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 20:38:59 - mmengine - INFO - Epoch(train) [114][3460/3757] lr: 3.046e-03 eta: 18:07:01 time: 0.249 data_time: 0.007 memory: 5036 grad_norm: 8.9867 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1642 loss: 2.1642 2022/06/26 20:39:05 - mmengine - INFO - Epoch(train) [114][3480/3757] lr: 3.046e-03 eta: 18:06:56 time: 0.256 data_time: 0.012 memory: 5036 grad_norm: 8.0278 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.3394 loss: 2.3394 2022/06/26 20:39:10 - mmengine - INFO - Epoch(train) [114][3500/3757] lr: 3.046e-03 eta: 18:06:51 time: 0.267 data_time: 0.006 memory: 5036 grad_norm: 8.9317 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6283 loss: 2.6283 2022/06/26 20:39:15 - mmengine - INFO - Epoch(train) [114][3520/3757] lr: 3.046e-03 eta: 18:06:45 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.5446 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3428 loss: 2.3428 2022/06/26 20:39:20 - mmengine - INFO - Epoch(train) [114][3540/3757] lr: 3.046e-03 eta: 18:06:40 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 9.5187 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3481 loss: 2.3481 2022/06/26 20:39:25 - mmengine - INFO - Epoch(train) [114][3560/3757] lr: 3.046e-03 eta: 18:06:35 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 8.6799 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1332 loss: 2.1332 2022/06/26 20:39:31 - mmengine - INFO - Epoch(train) [114][3580/3757] lr: 3.046e-03 eta: 18:06:29 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 7.7680 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.0957 loss: 2.0957 2022/06/26 20:39:36 - mmengine - INFO - Epoch(train) [114][3600/3757] lr: 3.046e-03 eta: 18:06:24 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 8.2877 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9800 loss: 1.9800 2022/06/26 20:39:41 - mmengine - INFO - Epoch(train) [114][3620/3757] lr: 3.046e-03 eta: 18:06:19 time: 0.263 data_time: 0.016 memory: 5036 grad_norm: 9.0554 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2923 loss: 2.2923 2022/06/26 20:39:46 - mmengine - INFO - Epoch(train) [114][3640/3757] lr: 3.046e-03 eta: 18:06:14 time: 0.258 data_time: 0.012 memory: 5036 grad_norm: 9.0037 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7982 loss: 1.7982 2022/06/26 20:39:52 - mmengine - INFO - Epoch(train) [114][3660/3757] lr: 3.046e-03 eta: 18:06:08 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 9.1456 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4681 loss: 2.4681 2022/06/26 20:39:57 - mmengine - INFO - Epoch(train) [114][3680/3757] lr: 3.046e-03 eta: 18:06:03 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 7.6423 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9855 loss: 1.9855 2022/06/26 20:40:02 - mmengine - INFO - Epoch(train) [114][3700/3757] lr: 3.046e-03 eta: 18:05:58 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 10.1421 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.2331 loss: 2.2331 2022/06/26 20:40:08 - mmengine - INFO - Epoch(train) [114][3720/3757] lr: 3.046e-03 eta: 18:05:53 time: 0.253 data_time: 0.010 memory: 5036 grad_norm: 8.3004 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2632 loss: 2.2632 2022/06/26 20:40:13 - mmengine - INFO - Epoch(train) [114][3740/3757] lr: 3.046e-03 eta: 18:05:47 time: 0.241 data_time: 0.007 memory: 5036 grad_norm: 8.2672 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1143 loss: 2.1143 2022/06/26 20:40:17 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 20:40:17 - mmengine - INFO - Saving checkpoint at 114 epochs 2022/06/26 20:40:30 - mmengine - INFO - Epoch(val) [114][20/310] eta: 0:01:45 time: 0.103 data_time: 0.001 memory: 5036 2022/06/26 20:40:34 - mmengine - INFO - Epoch(val) [114][40/310] eta: 0:01:27 time: 0.103 data_time: 0.002 memory: 1723 2022/06/26 20:40:39 - mmengine - INFO - Epoch(val) [114][60/310] eta: 0:00:27 time: 0.108 data_time: 0.007 memory: 1723 2022/06/26 20:40:43 - mmengine - INFO - Epoch(val) [114][80/310] eta: 0:00:24 time: 0.109 data_time: 0.001 memory: 1723 2022/06/26 20:40:50 - mmengine - INFO - Epoch(val) [114][100/310] eta: 0:01:11 time: 0.108 data_time: 0.001 memory: 1723 2022/06/26 20:40:55 - mmengine - INFO - Epoch(val) [114][120/310] eta: 0:01:10 time: 0.103 data_time: 0.002 memory: 1723 2022/06/26 20:40:59 - mmengine - INFO - Epoch(val) [114][140/310] eta: 0:00:18 time: 0.138 data_time: 0.036 memory: 1723 2022/06/26 20:41:04 - mmengine - INFO - Epoch(val) [114][160/310] eta: 0:00:15 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 20:41:11 - mmengine - INFO - Epoch(val) [114][180/310] eta: 0:00:40 time: 0.104 data_time: 0.001 memory: 1723 2022/06/26 20:41:16 - mmengine - INFO - Epoch(val) [114][200/310] eta: 0:00:38 time: 0.103 data_time: 0.002 memory: 1723 2022/06/26 20:41:20 - mmengine - INFO - Epoch(val) [114][220/310] eta: 0:00:09 time: 0.107 data_time: 0.005 memory: 1723 2022/06/26 20:41:25 - mmengine - INFO - Epoch(val) [114][240/310] eta: 0:00:07 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 20:41:32 - mmengine - INFO - Epoch(val) [114][260/310] eta: 0:00:18 time: 0.108 data_time: 0.002 memory: 1723 2022/06/26 20:41:37 - mmengine - INFO - Epoch(val) [114][280/310] eta: 0:00:09 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 20:41:39 - mmengine - INFO - Epoch(val) [114][300/310] eta: 0:00:01 time: 0.102 data_time: 0.001 memory: 1723 2022/06/26 20:41:41 - mmengine - INFO - Epoch(val) [114][310/310] acc/top1: 0.5590 acc/top5: 0.7929 acc/mean1: 0.5589 2022/06/26 20:41:51 - mmengine - INFO - Epoch(train) [115][20/3757] lr: 2.966e-03 eta: 18:05:39 time: 0.275 data_time: 0.003 memory: 5036 grad_norm: 7.6124 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0934 loss: 2.0934 2022/06/26 20:41:56 - mmengine - INFO - Epoch(train) [115][40/3757] lr: 2.966e-03 eta: 18:05:34 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 9.0771 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.9515 loss: 1.9515 2022/06/26 20:42:01 - mmengine - INFO - Epoch(train) [115][60/3757] lr: 2.966e-03 eta: 18:05:28 time: 0.356 data_time: 0.020 memory: 5036 grad_norm: 8.2508 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6311 loss: 2.6311 2022/06/26 20:42:07 - mmengine - INFO - Epoch(train) [115][80/3757] lr: 2.966e-03 eta: 18:05:23 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 8.7460 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1917 loss: 2.1917 2022/06/26 20:42:12 - mmengine - INFO - Epoch(train) [115][100/3757] lr: 2.966e-03 eta: 18:05:18 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 9.7332 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8910 loss: 1.8910 2022/06/26 20:42:17 - mmengine - INFO - Epoch(train) [115][120/3757] lr: 2.966e-03 eta: 18:05:13 time: 0.252 data_time: 0.008 memory: 5036 grad_norm: 8.3186 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0262 loss: 2.0262 2022/06/26 20:42:23 - mmengine - INFO - Epoch(train) [115][140/3757] lr: 2.966e-03 eta: 18:05:08 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 7.2573 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.6832 loss: 1.6832 2022/06/26 20:42:28 - mmengine - INFO - Epoch(train) [115][160/3757] lr: 2.966e-03 eta: 18:05:02 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 7.0451 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.1905 loss: 2.1905 2022/06/26 20:42:34 - mmengine - INFO - Epoch(train) [115][180/3757] lr: 2.966e-03 eta: 18:04:57 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 8.6563 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2376 loss: 2.2376 2022/06/26 20:42:39 - mmengine - INFO - Epoch(train) [115][200/3757] lr: 2.966e-03 eta: 18:04:52 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 9.5206 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.7960 loss: 1.7960 2022/06/26 20:42:44 - mmengine - INFO - Epoch(train) [115][220/3757] lr: 2.966e-03 eta: 18:04:47 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 9.0314 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9983 loss: 1.9983 2022/06/26 20:42:49 - mmengine - INFO - Epoch(train) [115][240/3757] lr: 2.966e-03 eta: 18:04:41 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 8.9563 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.2231 loss: 2.2231 2022/06/26 20:42:55 - mmengine - INFO - Epoch(train) [115][260/3757] lr: 2.966e-03 eta: 18:04:36 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 8.2685 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0676 loss: 2.0676 2022/06/26 20:43:00 - mmengine - INFO - Epoch(train) [115][280/3757] lr: 2.966e-03 eta: 18:04:31 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 7.6422 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0160 loss: 2.0160 2022/06/26 20:43:05 - mmengine - INFO - Epoch(train) [115][300/3757] lr: 2.966e-03 eta: 18:04:26 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 7.5217 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0751 loss: 2.0751 2022/06/26 20:43:11 - mmengine - INFO - Epoch(train) [115][320/3757] lr: 2.966e-03 eta: 18:04:20 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 8.1734 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0539 loss: 2.0539 2022/06/26 20:43:16 - mmengine - INFO - Epoch(train) [115][340/3757] lr: 2.966e-03 eta: 18:04:15 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 8.5625 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.4566 loss: 2.4566 2022/06/26 20:43:21 - mmengine - INFO - Epoch(train) [115][360/3757] lr: 2.966e-03 eta: 18:04:10 time: 0.278 data_time: 0.007 memory: 5036 grad_norm: 7.4650 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3948 loss: 2.3948 2022/06/26 20:43:27 - mmengine - INFO - Epoch(train) [115][380/3757] lr: 2.966e-03 eta: 18:04:05 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 8.0472 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.9778 loss: 1.9778 2022/06/26 20:43:32 - mmengine - INFO - Epoch(train) [115][400/3757] lr: 2.966e-03 eta: 18:04:00 time: 0.276 data_time: 0.003 memory: 5036 grad_norm: 8.0324 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7240 loss: 1.7240 2022/06/26 20:43:37 - mmengine - INFO - Epoch(train) [115][420/3757] lr: 2.966e-03 eta: 18:03:54 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 8.5945 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.2977 loss: 2.2977 2022/06/26 20:43:43 - mmengine - INFO - Epoch(train) [115][440/3757] lr: 2.966e-03 eta: 18:03:49 time: 0.268 data_time: 0.007 memory: 5036 grad_norm: 8.0517 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1093 loss: 2.1093 2022/06/26 20:43:48 - mmengine - INFO - Epoch(train) [115][460/3757] lr: 2.966e-03 eta: 18:03:44 time: 0.259 data_time: 0.012 memory: 5036 grad_norm: 7.6036 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 2.3382 loss: 2.3382 2022/06/26 20:43:53 - mmengine - INFO - Epoch(train) [115][480/3757] lr: 2.966e-03 eta: 18:03:39 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 8.3947 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1066 loss: 2.1066 2022/06/26 20:43:58 - mmengine - INFO - Epoch(train) [115][500/3757] lr: 2.966e-03 eta: 18:03:33 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.8519 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9058 loss: 1.9058 2022/06/26 20:44:04 - mmengine - INFO - Epoch(train) [115][520/3757] lr: 2.966e-03 eta: 18:03:28 time: 0.255 data_time: 0.013 memory: 5036 grad_norm: 6.7468 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9605 loss: 1.9605 2022/06/26 20:44:09 - mmengine - INFO - Epoch(train) [115][540/3757] lr: 2.966e-03 eta: 18:03:23 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 8.5740 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.2094 loss: 2.2094 2022/06/26 20:44:14 - mmengine - INFO - Epoch(train) [115][560/3757] lr: 2.966e-03 eta: 18:03:18 time: 0.251 data_time: 0.009 memory: 5036 grad_norm: 7.2725 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1490 loss: 2.1490 2022/06/26 20:44:19 - mmengine - INFO - Epoch(train) [115][580/3757] lr: 2.966e-03 eta: 18:03:12 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 7.7305 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.7758 loss: 1.7758 2022/06/26 20:44:25 - mmengine - INFO - Epoch(train) [115][600/3757] lr: 2.966e-03 eta: 18:03:07 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 8.6350 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6058 loss: 2.6058 2022/06/26 20:44:30 - mmengine - INFO - Epoch(train) [115][620/3757] lr: 2.966e-03 eta: 18:03:02 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 7.8692 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1767 loss: 2.1767 2022/06/26 20:44:35 - mmengine - INFO - Epoch(train) [115][640/3757] lr: 2.966e-03 eta: 18:02:56 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 9.0078 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.3435 loss: 2.3435 2022/06/26 20:44:40 - mmengine - INFO - Epoch(train) [115][660/3757] lr: 2.966e-03 eta: 18:02:51 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 8.6263 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3289 loss: 2.3289 2022/06/26 20:44:46 - mmengine - INFO - Epoch(train) [115][680/3757] lr: 2.966e-03 eta: 18:02:46 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 9.5371 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1363 loss: 2.1363 2022/06/26 20:44:51 - mmengine - INFO - Epoch(train) [115][700/3757] lr: 2.966e-03 eta: 18:02:41 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 8.8676 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8145 loss: 1.8145 2022/06/26 20:44:52 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 20:44:56 - mmengine - INFO - Epoch(train) [115][720/3757] lr: 2.966e-03 eta: 18:02:35 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.5503 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9905 loss: 1.9905 2022/06/26 20:45:01 - mmengine - INFO - Epoch(train) [115][740/3757] lr: 2.966e-03 eta: 18:02:30 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 8.9035 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0399 loss: 2.0399 2022/06/26 20:45:07 - mmengine - INFO - Epoch(train) [115][760/3757] lr: 2.966e-03 eta: 18:02:25 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 10.1770 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2026 loss: 2.2026 2022/06/26 20:45:12 - mmengine - INFO - Epoch(train) [115][780/3757] lr: 2.966e-03 eta: 18:02:20 time: 0.266 data_time: 0.011 memory: 5036 grad_norm: 8.6716 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.2219 loss: 2.2219 2022/06/26 20:45:17 - mmengine - INFO - Epoch(train) [115][800/3757] lr: 2.966e-03 eta: 18:02:14 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 7.6349 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1572 loss: 2.1572 2022/06/26 20:45:23 - mmengine - INFO - Epoch(train) [115][820/3757] lr: 2.966e-03 eta: 18:02:09 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 7.9275 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 1.9525 loss: 1.9525 2022/06/26 20:45:28 - mmengine - INFO - Epoch(train) [115][840/3757] lr: 2.966e-03 eta: 18:02:04 time: 0.263 data_time: 0.009 memory: 5036 grad_norm: 7.8477 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 1.9634 loss: 1.9634 2022/06/26 20:45:33 - mmengine - INFO - Epoch(train) [115][860/3757] lr: 2.966e-03 eta: 18:01:59 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 8.5873 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.4470 loss: 2.4470 2022/06/26 20:45:38 - mmengine - INFO - Epoch(train) [115][880/3757] lr: 2.966e-03 eta: 18:01:53 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 9.8830 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6807 loss: 1.6807 2022/06/26 20:45:43 - mmengine - INFO - Epoch(train) [115][900/3757] lr: 2.966e-03 eta: 18:01:48 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 8.0959 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7378 loss: 1.7378 2022/06/26 20:45:49 - mmengine - INFO - Epoch(train) [115][920/3757] lr: 2.966e-03 eta: 18:01:43 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 8.1018 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0609 loss: 2.0609 2022/06/26 20:45:54 - mmengine - INFO - Epoch(train) [115][940/3757] lr: 2.966e-03 eta: 18:01:37 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 9.9272 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.7914 loss: 1.7914 2022/06/26 20:45:59 - mmengine - INFO - Epoch(train) [115][960/3757] lr: 2.966e-03 eta: 18:01:32 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 7.5599 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8821 loss: 1.8821 2022/06/26 20:46:04 - mmengine - INFO - Epoch(train) [115][980/3757] lr: 2.966e-03 eta: 18:01:27 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 9.4480 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.8379 loss: 1.8379 2022/06/26 20:46:10 - mmengine - INFO - Epoch(train) [115][1000/3757] lr: 2.966e-03 eta: 18:01:22 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 9.1040 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8755 loss: 1.8755 2022/06/26 20:46:15 - mmengine - INFO - Epoch(train) [115][1020/3757] lr: 2.966e-03 eta: 18:01:16 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.3025 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1669 loss: 2.1669 2022/06/26 20:46:20 - mmengine - INFO - Epoch(train) [115][1040/3757] lr: 2.966e-03 eta: 18:01:11 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 8.2646 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3542 loss: 2.3542 2022/06/26 20:46:25 - mmengine - INFO - Epoch(train) [115][1060/3757] lr: 2.966e-03 eta: 18:01:06 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.1127 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1330 loss: 2.1330 2022/06/26 20:46:31 - mmengine - INFO - Epoch(train) [115][1080/3757] lr: 2.966e-03 eta: 18:01:00 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 7.7586 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.1987 loss: 2.1987 2022/06/26 20:46:36 - mmengine - INFO - Epoch(train) [115][1100/3757] lr: 2.966e-03 eta: 18:00:55 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 9.3115 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8638 loss: 1.8638 2022/06/26 20:46:41 - mmengine - INFO - Epoch(train) [115][1120/3757] lr: 2.966e-03 eta: 18:00:50 time: 0.263 data_time: 0.015 memory: 5036 grad_norm: 8.3080 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6364 loss: 1.6364 2022/06/26 20:46:46 - mmengine - INFO - Epoch(train) [115][1140/3757] lr: 2.966e-03 eta: 18:00:45 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 9.3389 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.8612 loss: 1.8612 2022/06/26 20:46:51 - mmengine - INFO - Epoch(train) [115][1160/3757] lr: 2.966e-03 eta: 18:00:39 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 8.5563 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2454 loss: 2.2454 2022/06/26 20:46:57 - mmengine - INFO - Epoch(train) [115][1180/3757] lr: 2.966e-03 eta: 18:00:34 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 8.9284 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2144 loss: 2.2144 2022/06/26 20:47:02 - mmengine - INFO - Epoch(train) [115][1200/3757] lr: 2.966e-03 eta: 18:00:29 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 8.5246 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1916 loss: 2.1916 2022/06/26 20:47:07 - mmengine - INFO - Epoch(train) [115][1220/3757] lr: 2.966e-03 eta: 18:00:23 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 8.8952 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9496 loss: 1.9496 2022/06/26 20:47:12 - mmengine - INFO - Epoch(train) [115][1240/3757] lr: 2.966e-03 eta: 18:00:18 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 6.8835 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3731 loss: 2.3731 2022/06/26 20:47:17 - mmengine - INFO - Epoch(train) [115][1260/3757] lr: 2.966e-03 eta: 18:00:13 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 8.8341 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0108 loss: 2.0108 2022/06/26 20:47:23 - mmengine - INFO - Epoch(train) [115][1280/3757] lr: 2.966e-03 eta: 18:00:08 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 8.9940 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.5998 loss: 2.5998 2022/06/26 20:47:28 - mmengine - INFO - Epoch(train) [115][1300/3757] lr: 2.966e-03 eta: 18:00:02 time: 0.268 data_time: 0.006 memory: 5036 grad_norm: 7.9666 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3643 loss: 2.3643 2022/06/26 20:47:33 - mmengine - INFO - Epoch(train) [115][1320/3757] lr: 2.966e-03 eta: 17:59:57 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 8.7489 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1217 loss: 2.1217 2022/06/26 20:47:38 - mmengine - INFO - Epoch(train) [115][1340/3757] lr: 2.966e-03 eta: 17:59:52 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 7.5443 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2466 loss: 2.2466 2022/06/26 20:47:43 - mmengine - INFO - Epoch(train) [115][1360/3757] lr: 2.966e-03 eta: 17:59:46 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 8.5971 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1899 loss: 2.1899 2022/06/26 20:47:49 - mmengine - INFO - Epoch(train) [115][1380/3757] lr: 2.966e-03 eta: 17:59:41 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 8.4445 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4109 loss: 2.4109 2022/06/26 20:47:54 - mmengine - INFO - Epoch(train) [115][1400/3757] lr: 2.966e-03 eta: 17:59:36 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 8.5549 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0739 loss: 2.0739 2022/06/26 20:47:59 - mmengine - INFO - Epoch(train) [115][1420/3757] lr: 2.966e-03 eta: 17:59:30 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 8.1780 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.2578 loss: 2.2578 2022/06/26 20:48:04 - mmengine - INFO - Epoch(train) [115][1440/3757] lr: 2.966e-03 eta: 17:59:25 time: 0.254 data_time: 0.008 memory: 5036 grad_norm: 8.2340 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0488 loss: 2.0488 2022/06/26 20:48:10 - mmengine - INFO - Epoch(train) [115][1460/3757] lr: 2.966e-03 eta: 17:59:20 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 8.9002 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.3142 loss: 2.3142 2022/06/26 20:48:15 - mmengine - INFO - Epoch(train) [115][1480/3757] lr: 2.966e-03 eta: 17:59:15 time: 0.251 data_time: 0.007 memory: 5036 grad_norm: 8.8864 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3131 loss: 2.3131 2022/06/26 20:48:20 - mmengine - INFO - Epoch(train) [115][1500/3757] lr: 2.966e-03 eta: 17:59:09 time: 0.259 data_time: 0.010 memory: 5036 grad_norm: 10.5058 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2807 loss: 2.2807 2022/06/26 20:48:25 - mmengine - INFO - Epoch(train) [115][1520/3757] lr: 2.966e-03 eta: 17:59:04 time: 0.254 data_time: 0.012 memory: 5036 grad_norm: 7.3884 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1466 loss: 2.1466 2022/06/26 20:48:30 - mmengine - INFO - Epoch(train) [115][1540/3757] lr: 2.966e-03 eta: 17:58:59 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 8.6956 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3189 loss: 2.3189 2022/06/26 20:48:36 - mmengine - INFO - Epoch(train) [115][1560/3757] lr: 2.966e-03 eta: 17:58:54 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 9.7944 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1923 loss: 2.1923 2022/06/26 20:48:41 - mmengine - INFO - Epoch(train) [115][1580/3757] lr: 2.966e-03 eta: 17:58:48 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 9.3468 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.2824 loss: 2.2824 2022/06/26 20:48:46 - mmengine - INFO - Epoch(train) [115][1600/3757] lr: 2.966e-03 eta: 17:58:43 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 9.5107 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0755 loss: 2.0755 2022/06/26 20:48:52 - mmengine - INFO - Epoch(train) [115][1620/3757] lr: 2.966e-03 eta: 17:58:38 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 9.0668 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.0763 loss: 2.0763 2022/06/26 20:48:57 - mmengine - INFO - Epoch(train) [115][1640/3757] lr: 2.966e-03 eta: 17:58:33 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 9.4884 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1574 loss: 2.1574 2022/06/26 20:49:02 - mmengine - INFO - Epoch(train) [115][1660/3757] lr: 2.966e-03 eta: 17:58:27 time: 0.308 data_time: 0.007 memory: 5036 grad_norm: 9.0659 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7204 loss: 1.7204 2022/06/26 20:49:08 - mmengine - INFO - Epoch(train) [115][1680/3757] lr: 2.966e-03 eta: 17:58:22 time: 0.253 data_time: 0.012 memory: 5036 grad_norm: 7.5122 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1773 loss: 2.1773 2022/06/26 20:49:13 - mmengine - INFO - Epoch(train) [115][1700/3757] lr: 2.966e-03 eta: 17:58:17 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 8.6772 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.5805 loss: 1.5805 2022/06/26 20:49:13 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 20:49:18 - mmengine - INFO - Epoch(train) [115][1720/3757] lr: 2.966e-03 eta: 17:58:12 time: 0.268 data_time: 0.006 memory: 5036 grad_norm: 8.3088 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.0432 loss: 2.0432 2022/06/26 20:49:23 - mmengine - INFO - Epoch(train) [115][1740/3757] lr: 2.966e-03 eta: 17:58:06 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 9.7724 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.4370 loss: 2.4370 2022/06/26 20:49:28 - mmengine - INFO - Epoch(train) [115][1760/3757] lr: 2.966e-03 eta: 17:58:01 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 8.1803 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.7372 loss: 1.7372 2022/06/26 20:49:34 - mmengine - INFO - Epoch(train) [115][1780/3757] lr: 2.966e-03 eta: 17:57:56 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 8.3039 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 1.7395 loss: 1.7395 2022/06/26 20:49:39 - mmengine - INFO - Epoch(train) [115][1800/3757] lr: 2.966e-03 eta: 17:57:50 time: 0.256 data_time: 0.008 memory: 5036 grad_norm: 8.9905 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 3.0064 loss: 3.0064 2022/06/26 20:49:44 - mmengine - INFO - Epoch(train) [115][1820/3757] lr: 2.966e-03 eta: 17:57:45 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.7175 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1421 loss: 2.1421 2022/06/26 20:49:49 - mmengine - INFO - Epoch(train) [115][1840/3757] lr: 2.966e-03 eta: 17:57:40 time: 0.264 data_time: 0.006 memory: 5036 grad_norm: 9.1341 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.3546 loss: 2.3546 2022/06/26 20:49:54 - mmengine - INFO - Epoch(train) [115][1860/3757] lr: 2.966e-03 eta: 17:57:34 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 7.1403 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.0143 loss: 2.0143 2022/06/26 20:50:00 - mmengine - INFO - Epoch(train) [115][1880/3757] lr: 2.966e-03 eta: 17:57:29 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 7.3646 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0533 loss: 2.0533 2022/06/26 20:50:05 - mmengine - INFO - Epoch(train) [115][1900/3757] lr: 2.966e-03 eta: 17:57:24 time: 0.263 data_time: 0.008 memory: 5036 grad_norm: 8.1410 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.0514 loss: 2.0514 2022/06/26 20:50:10 - mmengine - INFO - Epoch(train) [115][1920/3757] lr: 2.966e-03 eta: 17:57:19 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.3173 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9591 loss: 1.9591 2022/06/26 20:50:15 - mmengine - INFO - Epoch(train) [115][1940/3757] lr: 2.966e-03 eta: 17:57:13 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 8.6954 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.3803 loss: 2.3803 2022/06/26 20:50:21 - mmengine - INFO - Epoch(train) [115][1960/3757] lr: 2.966e-03 eta: 17:57:08 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 8.2613 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.0124 loss: 2.0124 2022/06/26 20:50:26 - mmengine - INFO - Epoch(train) [115][1980/3757] lr: 2.966e-03 eta: 17:57:03 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 6.9159 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.4372 loss: 2.4372 2022/06/26 20:50:31 - mmengine - INFO - Epoch(train) [115][2000/3757] lr: 2.966e-03 eta: 17:56:57 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 7.8602 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.0744 loss: 2.0744 2022/06/26 20:50:37 - mmengine - INFO - Epoch(train) [115][2020/3757] lr: 2.966e-03 eta: 17:56:52 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 7.8415 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.3324 loss: 2.3324 2022/06/26 20:50:42 - mmengine - INFO - Epoch(train) [115][2040/3757] lr: 2.966e-03 eta: 17:56:47 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.6061 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1401 loss: 2.1401 2022/06/26 20:50:47 - mmengine - INFO - Epoch(train) [115][2060/3757] lr: 2.966e-03 eta: 17:56:42 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 9.0463 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1555 loss: 2.1555 2022/06/26 20:50:52 - mmengine - INFO - Epoch(train) [115][2080/3757] lr: 2.966e-03 eta: 17:56:37 time: 0.287 data_time: 0.033 memory: 5036 grad_norm: 9.3556 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.7431 loss: 1.7431 2022/06/26 20:50:58 - mmengine - INFO - Epoch(train) [115][2100/3757] lr: 2.966e-03 eta: 17:56:31 time: 0.257 data_time: 0.010 memory: 5036 grad_norm: 7.9331 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2392 loss: 2.2392 2022/06/26 20:51:03 - mmengine - INFO - Epoch(train) [115][2120/3757] lr: 2.966e-03 eta: 17:56:26 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 7.9709 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4096 loss: 1.4096 2022/06/26 20:51:08 - mmengine - INFO - Epoch(train) [115][2140/3757] lr: 2.966e-03 eta: 17:56:21 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 8.3795 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.4079 loss: 2.4079 2022/06/26 20:51:13 - mmengine - INFO - Epoch(train) [115][2160/3757] lr: 2.966e-03 eta: 17:56:16 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 10.0115 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1723 loss: 2.1723 2022/06/26 20:51:19 - mmengine - INFO - Epoch(train) [115][2180/3757] lr: 2.966e-03 eta: 17:56:10 time: 0.264 data_time: 0.006 memory: 5036 grad_norm: 9.3455 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.9743 loss: 1.9743 2022/06/26 20:51:24 - mmengine - INFO - Epoch(train) [115][2200/3757] lr: 2.966e-03 eta: 17:56:05 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 8.1722 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8372 loss: 1.8372 2022/06/26 20:51:29 - mmengine - INFO - Epoch(train) [115][2220/3757] lr: 2.966e-03 eta: 17:56:00 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 8.4153 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1753 loss: 2.1753 2022/06/26 20:51:34 - mmengine - INFO - Epoch(train) [115][2240/3757] lr: 2.966e-03 eta: 17:55:54 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 9.3825 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1959 loss: 2.1959 2022/06/26 20:51:40 - mmengine - INFO - Epoch(train) [115][2260/3757] lr: 2.966e-03 eta: 17:55:49 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 8.3548 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3252 loss: 2.3252 2022/06/26 20:51:45 - mmengine - INFO - Epoch(train) [115][2280/3757] lr: 2.966e-03 eta: 17:55:44 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 8.9901 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9777 loss: 1.9777 2022/06/26 20:51:50 - mmengine - INFO - Epoch(train) [115][2300/3757] lr: 2.966e-03 eta: 17:55:39 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.2327 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7863 loss: 1.7863 2022/06/26 20:51:56 - mmengine - INFO - Epoch(train) [115][2320/3757] lr: 2.966e-03 eta: 17:55:33 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 8.2803 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9463 loss: 1.9463 2022/06/26 20:52:01 - mmengine - INFO - Epoch(train) [115][2340/3757] lr: 2.966e-03 eta: 17:55:28 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 9.7884 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0840 loss: 2.0840 2022/06/26 20:52:06 - mmengine - INFO - Epoch(train) [115][2360/3757] lr: 2.966e-03 eta: 17:55:23 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 8.4757 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.1852 loss: 2.1852 2022/06/26 20:52:11 - mmengine - INFO - Epoch(train) [115][2380/3757] lr: 2.966e-03 eta: 17:55:18 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 8.7664 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.2762 loss: 2.2762 2022/06/26 20:52:16 - mmengine - INFO - Epoch(train) [115][2400/3757] lr: 2.966e-03 eta: 17:55:12 time: 0.251 data_time: 0.009 memory: 5036 grad_norm: 9.0856 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9363 loss: 1.9363 2022/06/26 20:52:22 - mmengine - INFO - Epoch(train) [115][2420/3757] lr: 2.966e-03 eta: 17:55:07 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 6.3137 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.2678 loss: 2.2678 2022/06/26 20:52:27 - mmengine - INFO - Epoch(train) [115][2440/3757] lr: 2.966e-03 eta: 17:55:02 time: 0.267 data_time: 0.003 memory: 5036 grad_norm: 8.3062 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.3254 loss: 2.3254 2022/06/26 20:52:32 - mmengine - INFO - Epoch(train) [115][2460/3757] lr: 2.966e-03 eta: 17:54:56 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 8.3126 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3331 loss: 2.3331 2022/06/26 20:52:37 - mmengine - INFO - Epoch(train) [115][2480/3757] lr: 2.966e-03 eta: 17:54:51 time: 0.254 data_time: 0.010 memory: 5036 grad_norm: 9.2420 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.2674 loss: 2.2674 2022/06/26 20:52:43 - mmengine - INFO - Epoch(train) [115][2500/3757] lr: 2.966e-03 eta: 17:54:46 time: 0.263 data_time: 0.007 memory: 5036 grad_norm: 8.9720 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9827 loss: 1.9827 2022/06/26 20:52:48 - mmengine - INFO - Epoch(train) [115][2520/3757] lr: 2.966e-03 eta: 17:54:41 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 8.4092 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0940 loss: 2.0940 2022/06/26 20:52:53 - mmengine - INFO - Epoch(train) [115][2540/3757] lr: 2.966e-03 eta: 17:54:35 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 8.5971 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8594 loss: 1.8594 2022/06/26 20:52:58 - mmengine - INFO - Epoch(train) [115][2560/3757] lr: 2.966e-03 eta: 17:54:30 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 8.9019 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.4390 loss: 2.4390 2022/06/26 20:53:04 - mmengine - INFO - Epoch(train) [115][2580/3757] lr: 2.966e-03 eta: 17:54:25 time: 0.250 data_time: 0.008 memory: 5036 grad_norm: 8.7426 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3401 loss: 2.3401 2022/06/26 20:53:09 - mmengine - INFO - Epoch(train) [115][2600/3757] lr: 2.966e-03 eta: 17:54:19 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 9.2188 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0415 loss: 2.0415 2022/06/26 20:53:14 - mmengine - INFO - Epoch(train) [115][2620/3757] lr: 2.966e-03 eta: 17:54:14 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 9.0291 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.0616 loss: 2.0616 2022/06/26 20:53:19 - mmengine - INFO - Epoch(train) [115][2640/3757] lr: 2.966e-03 eta: 17:54:09 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 8.1037 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.0523 loss: 2.0523 2022/06/26 20:53:25 - mmengine - INFO - Epoch(train) [115][2660/3757] lr: 2.966e-03 eta: 17:54:04 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 8.5880 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.0247 loss: 2.0247 2022/06/26 20:53:30 - mmengine - INFO - Epoch(train) [115][2680/3757] lr: 2.966e-03 eta: 17:53:58 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 9.0039 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9976 loss: 1.9976 2022/06/26 20:53:35 - mmengine - INFO - Epoch(train) [115][2700/3757] lr: 2.966e-03 eta: 17:53:53 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 9.5105 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 1.8902 loss: 1.8902 2022/06/26 20:53:36 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 20:53:40 - mmengine - INFO - Epoch(train) [115][2720/3757] lr: 2.966e-03 eta: 17:53:48 time: 0.256 data_time: 0.010 memory: 5036 grad_norm: 7.9244 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0872 loss: 2.0872 2022/06/26 20:53:45 - mmengine - INFO - Epoch(train) [115][2740/3757] lr: 2.966e-03 eta: 17:53:43 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 8.8364 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.2624 loss: 2.2624 2022/06/26 20:53:51 - mmengine - INFO - Epoch(train) [115][2760/3757] lr: 2.966e-03 eta: 17:53:37 time: 0.265 data_time: 0.006 memory: 5036 grad_norm: 8.4445 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.8767 loss: 1.8767 2022/06/26 20:53:56 - mmengine - INFO - Epoch(train) [115][2780/3757] lr: 2.966e-03 eta: 17:53:32 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 7.9745 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0943 loss: 2.0943 2022/06/26 20:54:01 - mmengine - INFO - Epoch(train) [115][2800/3757] lr: 2.966e-03 eta: 17:53:27 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 9.4763 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.2635 loss: 2.2635 2022/06/26 20:54:06 - mmengine - INFO - Epoch(train) [115][2820/3757] lr: 2.966e-03 eta: 17:53:21 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 9.5670 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.3835 loss: 2.3835 2022/06/26 20:54:11 - mmengine - INFO - Epoch(train) [115][2840/3757] lr: 2.966e-03 eta: 17:53:16 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 8.2251 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0038 loss: 2.0038 2022/06/26 20:54:17 - mmengine - INFO - Epoch(train) [115][2860/3757] lr: 2.966e-03 eta: 17:53:11 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 8.0667 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8735 loss: 1.8735 2022/06/26 20:54:22 - mmengine - INFO - Epoch(train) [115][2880/3757] lr: 2.966e-03 eta: 17:53:06 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 8.2789 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.0360 loss: 2.0360 2022/06/26 20:54:27 - mmengine - INFO - Epoch(train) [115][2900/3757] lr: 2.966e-03 eta: 17:53:00 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 9.5478 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.2964 loss: 2.2964 2022/06/26 20:54:32 - mmengine - INFO - Epoch(train) [115][2920/3757] lr: 2.966e-03 eta: 17:52:55 time: 0.263 data_time: 0.009 memory: 5036 grad_norm: 9.4791 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3423 loss: 2.3423 2022/06/26 20:54:38 - mmengine - INFO - Epoch(train) [115][2940/3757] lr: 2.966e-03 eta: 17:52:50 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 7.6877 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6662 loss: 1.6662 2022/06/26 20:54:43 - mmengine - INFO - Epoch(train) [115][2960/3757] lr: 2.966e-03 eta: 17:52:44 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 9.0369 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9517 loss: 1.9517 2022/06/26 20:54:48 - mmengine - INFO - Epoch(train) [115][2980/3757] lr: 2.966e-03 eta: 17:52:39 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 8.2946 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0114 loss: 2.0114 2022/06/26 20:54:53 - mmengine - INFO - Epoch(train) [115][3000/3757] lr: 2.966e-03 eta: 17:52:34 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 8.6965 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0836 loss: 2.0836 2022/06/26 20:54:58 - mmengine - INFO - Epoch(train) [115][3020/3757] lr: 2.966e-03 eta: 17:52:29 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 7.5120 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4260 loss: 2.4260 2022/06/26 20:55:04 - mmengine - INFO - Epoch(train) [115][3040/3757] lr: 2.966e-03 eta: 17:52:23 time: 0.257 data_time: 0.010 memory: 5036 grad_norm: 8.2608 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8881 loss: 1.8881 2022/06/26 20:55:09 - mmengine - INFO - Epoch(train) [115][3060/3757] lr: 2.966e-03 eta: 17:52:18 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 9.9641 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.1793 loss: 2.1793 2022/06/26 20:55:14 - mmengine - INFO - Epoch(train) [115][3080/3757] lr: 2.966e-03 eta: 17:52:13 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 7.5560 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1211 loss: 2.1211 2022/06/26 20:55:19 - mmengine - INFO - Epoch(train) [115][3100/3757] lr: 2.966e-03 eta: 17:52:07 time: 0.269 data_time: 0.007 memory: 5036 grad_norm: 8.3024 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0548 loss: 2.0548 2022/06/26 20:55:25 - mmengine - INFO - Epoch(train) [115][3120/3757] lr: 2.966e-03 eta: 17:52:02 time: 0.260 data_time: 0.012 memory: 5036 grad_norm: 6.8127 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9963 loss: 1.9963 2022/06/26 20:55:30 - mmengine - INFO - Epoch(train) [115][3140/3757] lr: 2.966e-03 eta: 17:51:57 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 8.0566 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.4852 loss: 2.4852 2022/06/26 20:55:35 - mmengine - INFO - Epoch(train) [115][3160/3757] lr: 2.966e-03 eta: 17:51:52 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 9.6116 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.1218 loss: 2.1218 2022/06/26 20:55:40 - mmengine - INFO - Epoch(train) [115][3180/3757] lr: 2.966e-03 eta: 17:51:46 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 7.5450 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5127 loss: 2.5127 2022/06/26 20:55:46 - mmengine - INFO - Epoch(train) [115][3200/3757] lr: 2.966e-03 eta: 17:51:41 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 6.9094 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0391 loss: 2.0391 2022/06/26 20:55:51 - mmengine - INFO - Epoch(train) [115][3220/3757] lr: 2.966e-03 eta: 17:51:36 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 9.5154 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.0961 loss: 2.0961 2022/06/26 20:55:56 - mmengine - INFO - Epoch(train) [115][3240/3757] lr: 2.966e-03 eta: 17:51:30 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 8.9150 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0834 loss: 2.0834 2022/06/26 20:56:01 - mmengine - INFO - Epoch(train) [115][3260/3757] lr: 2.966e-03 eta: 17:51:25 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 8.1829 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.1663 loss: 2.1663 2022/06/26 20:56:07 - mmengine - INFO - Epoch(train) [115][3280/3757] lr: 2.966e-03 eta: 17:51:20 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 8.9281 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4738 loss: 2.4738 2022/06/26 20:56:12 - mmengine - INFO - Epoch(train) [115][3300/3757] lr: 2.966e-03 eta: 17:51:15 time: 0.267 data_time: 0.006 memory: 5036 grad_norm: 8.3375 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.5037 loss: 2.5037 2022/06/26 20:56:17 - mmengine - INFO - Epoch(train) [115][3320/3757] lr: 2.966e-03 eta: 17:51:09 time: 0.260 data_time: 0.004 memory: 5036 grad_norm: 7.9205 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1560 loss: 2.1560 2022/06/26 20:56:22 - mmengine - INFO - Epoch(train) [115][3340/3757] lr: 2.966e-03 eta: 17:51:04 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 8.9223 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0362 loss: 2.0362 2022/06/26 20:56:28 - mmengine - INFO - Epoch(train) [115][3360/3757] lr: 2.966e-03 eta: 17:50:59 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.9097 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1498 loss: 2.1498 2022/06/26 20:56:33 - mmengine - INFO - Epoch(train) [115][3380/3757] lr: 2.966e-03 eta: 17:50:54 time: 0.266 data_time: 0.009 memory: 5036 grad_norm: 7.5244 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8816 loss: 1.8816 2022/06/26 20:56:38 - mmengine - INFO - Epoch(train) [115][3400/3757] lr: 2.966e-03 eta: 17:50:48 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 8.1002 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1185 loss: 2.1185 2022/06/26 20:56:43 - mmengine - INFO - Epoch(train) [115][3420/3757] lr: 2.966e-03 eta: 17:50:43 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 7.4665 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.3947 loss: 2.3947 2022/06/26 20:56:49 - mmengine - INFO - Epoch(train) [115][3440/3757] lr: 2.966e-03 eta: 17:50:38 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 8.3234 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3066 loss: 2.3066 2022/06/26 20:56:54 - mmengine - INFO - Epoch(train) [115][3460/3757] lr: 2.966e-03 eta: 17:50:33 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 9.6049 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2897 loss: 2.2897 2022/06/26 20:56:59 - mmengine - INFO - Epoch(train) [115][3480/3757] lr: 2.966e-03 eta: 17:50:27 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 8.1363 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1134 loss: 2.1134 2022/06/26 20:57:04 - mmengine - INFO - Epoch(train) [115][3500/3757] lr: 2.966e-03 eta: 17:50:22 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 7.7720 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.9074 loss: 1.9074 2022/06/26 20:57:09 - mmengine - INFO - Epoch(train) [115][3520/3757] lr: 2.966e-03 eta: 17:50:17 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 7.7588 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2523 loss: 2.2523 2022/06/26 20:57:15 - mmengine - INFO - Epoch(train) [115][3540/3757] lr: 2.966e-03 eta: 17:50:11 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 7.7607 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.3941 loss: 2.3941 2022/06/26 20:57:20 - mmengine - INFO - Epoch(train) [115][3560/3757] lr: 2.966e-03 eta: 17:50:06 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 7.5793 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.0409 loss: 2.0409 2022/06/26 20:57:26 - mmengine - INFO - Epoch(train) [115][3580/3757] lr: 2.966e-03 eta: 17:50:01 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.4592 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2354 loss: 2.2354 2022/06/26 20:57:31 - mmengine - INFO - Epoch(train) [115][3600/3757] lr: 2.966e-03 eta: 17:49:56 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 8.7910 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5017 loss: 1.5017 2022/06/26 20:57:36 - mmengine - INFO - Epoch(train) [115][3620/3757] lr: 2.966e-03 eta: 17:49:50 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 8.2273 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.0428 loss: 2.0428 2022/06/26 20:57:41 - mmengine - INFO - Epoch(train) [115][3640/3757] lr: 2.966e-03 eta: 17:49:45 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 8.2063 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.1991 loss: 2.1991 2022/06/26 20:57:46 - mmengine - INFO - Epoch(train) [115][3660/3757] lr: 2.966e-03 eta: 17:49:40 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 6.7232 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0878 loss: 2.0878 2022/06/26 20:57:52 - mmengine - INFO - Epoch(train) [115][3680/3757] lr: 2.966e-03 eta: 17:49:35 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 8.0887 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9916 loss: 1.9916 2022/06/26 20:57:57 - mmengine - INFO - Epoch(train) [115][3700/3757] lr: 2.966e-03 eta: 17:49:29 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 7.0158 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.2061 loss: 2.2061 2022/06/26 20:57:57 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 20:58:02 - mmengine - INFO - Epoch(train) [115][3720/3757] lr: 2.966e-03 eta: 17:49:24 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 9.3876 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3656 loss: 2.3656 2022/06/26 20:58:07 - mmengine - INFO - Epoch(train) [115][3740/3757] lr: 2.966e-03 eta: 17:49:19 time: 0.242 data_time: 0.006 memory: 5036 grad_norm: 8.1341 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.9527 loss: 1.9527 2022/06/26 20:58:11 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 20:58:11 - mmengine - INFO - Saving checkpoint at 115 epochs 2022/06/26 20:58:24 - mmengine - INFO - Epoch(val) [115][20/310] eta: 0:01:42 time: 0.110 data_time: 0.008 memory: 5036 2022/06/26 20:58:29 - mmengine - INFO - Epoch(val) [115][40/310] eta: 0:01:35 time: 0.108 data_time: 0.005 memory: 1723 2022/06/26 20:58:34 - mmengine - INFO - Epoch(val) [115][60/310] eta: 0:00:26 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 20:58:38 - mmengine - INFO - Epoch(val) [115][80/310] eta: 0:00:24 time: 0.104 data_time: 0.002 memory: 1723 2022/06/26 20:58:45 - mmengine - INFO - Epoch(val) [115][100/310] eta: 0:01:18 time: 0.108 data_time: 0.001 memory: 1723 2022/06/26 20:58:50 - mmengine - INFO - Epoch(val) [115][120/310] eta: 0:01:07 time: 0.105 data_time: 0.002 memory: 1723 2022/06/26 20:58:55 - mmengine - INFO - Epoch(val) [115][140/310] eta: 0:00:25 time: 0.108 data_time: 0.002 memory: 1723 2022/06/26 20:58:59 - mmengine - INFO - Epoch(val) [115][160/310] eta: 0:00:15 time: 0.103 data_time: 0.002 memory: 1723 2022/06/26 20:59:06 - mmengine - INFO - Epoch(val) [115][180/310] eta: 0:00:44 time: 0.103 data_time: 0.002 memory: 1723 2022/06/26 20:59:11 - mmengine - INFO - Epoch(val) [115][200/310] eta: 0:00:39 time: 0.102 data_time: 0.001 memory: 1723 2022/06/26 20:59:16 - mmengine - INFO - Epoch(val) [115][220/310] eta: 0:00:12 time: 0.108 data_time: 0.001 memory: 1723 2022/06/26 20:59:20 - mmengine - INFO - Epoch(val) [115][240/310] eta: 0:00:07 time: 0.108 data_time: 0.002 memory: 1723 2022/06/26 20:59:28 - mmengine - INFO - Epoch(val) [115][260/310] eta: 0:00:18 time: 0.119 data_time: 0.002 memory: 1723 2022/06/26 20:59:31 - mmengine - INFO - Epoch(val) [115][280/310] eta: 0:00:07 time: 0.111 data_time: 0.002 memory: 1723 2022/06/26 20:59:34 - mmengine - INFO - Epoch(val) [115][300/310] eta: 0:00:01 time: 0.102 data_time: 0.001 memory: 1723 2022/06/26 20:59:36 - mmengine - INFO - Epoch(val) [115][310/310] acc/top1: 0.5589 acc/top5: 0.7941 acc/mean1: 0.5589 2022/06/26 20:59:46 - mmengine - INFO - Epoch(train) [116][20/3757] lr: 2.887e-03 eta: 17:49:10 time: 0.278 data_time: 0.003 memory: 5036 grad_norm: 6.9911 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7996 loss: 1.7996 2022/06/26 20:59:51 - mmengine - INFO - Epoch(train) [116][40/3757] lr: 2.887e-03 eta: 17:49:05 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 8.6332 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0115 loss: 2.0115 2022/06/26 20:59:56 - mmengine - INFO - Epoch(train) [116][60/3757] lr: 2.887e-03 eta: 17:49:00 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 8.2455 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.1651 loss: 2.1651 2022/06/26 21:00:02 - mmengine - INFO - Epoch(train) [116][80/3757] lr: 2.887e-03 eta: 17:48:55 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 7.6008 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0876 loss: 2.0876 2022/06/26 21:00:07 - mmengine - INFO - Epoch(train) [116][100/3757] lr: 2.887e-03 eta: 17:48:50 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 8.0502 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.9999 loss: 1.9999 2022/06/26 21:00:13 - mmengine - INFO - Epoch(train) [116][120/3757] lr: 2.887e-03 eta: 17:48:44 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 9.4917 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.2646 loss: 2.2646 2022/06/26 21:00:18 - mmengine - INFO - Epoch(train) [116][140/3757] lr: 2.887e-03 eta: 17:48:39 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 8.5950 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3570 loss: 2.3570 2022/06/26 21:00:23 - mmengine - INFO - Epoch(train) [116][160/3757] lr: 2.887e-03 eta: 17:48:34 time: 0.250 data_time: 0.007 memory: 5036 grad_norm: 8.0080 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.0807 loss: 2.0807 2022/06/26 21:00:29 - mmengine - INFO - Epoch(train) [116][180/3757] lr: 2.887e-03 eta: 17:48:29 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 8.1923 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3247 loss: 2.3247 2022/06/26 21:00:34 - mmengine - INFO - Epoch(train) [116][200/3757] lr: 2.887e-03 eta: 17:48:23 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 7.9282 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7481 loss: 1.7481 2022/06/26 21:00:39 - mmengine - INFO - Epoch(train) [116][220/3757] lr: 2.887e-03 eta: 17:48:18 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 8.2257 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7906 loss: 1.7906 2022/06/26 21:00:44 - mmengine - INFO - Epoch(train) [116][240/3757] lr: 2.887e-03 eta: 17:48:13 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 8.3389 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0834 loss: 2.0834 2022/06/26 21:00:50 - mmengine - INFO - Epoch(train) [116][260/3757] lr: 2.887e-03 eta: 17:48:08 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 8.5095 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3649 loss: 2.3649 2022/06/26 21:00:55 - mmengine - INFO - Epoch(train) [116][280/3757] lr: 2.887e-03 eta: 17:48:02 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 9.6660 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0016 loss: 2.0016 2022/06/26 21:01:00 - mmengine - INFO - Epoch(train) [116][300/3757] lr: 2.887e-03 eta: 17:47:57 time: 0.251 data_time: 0.004 memory: 5036 grad_norm: 8.3054 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.0995 loss: 2.0995 2022/06/26 21:01:06 - mmengine - INFO - Epoch(train) [116][320/3757] lr: 2.887e-03 eta: 17:47:52 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 6.9734 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6082 loss: 1.6082 2022/06/26 21:01:11 - mmengine - INFO - Epoch(train) [116][340/3757] lr: 2.887e-03 eta: 17:47:47 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 9.2853 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9299 loss: 1.9299 2022/06/26 21:01:16 - mmengine - INFO - Epoch(train) [116][360/3757] lr: 2.887e-03 eta: 17:47:42 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 8.3664 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9144 loss: 1.9144 2022/06/26 21:01:22 - mmengine - INFO - Epoch(train) [116][380/3757] lr: 2.887e-03 eta: 17:47:36 time: 0.252 data_time: 0.004 memory: 5036 grad_norm: 9.5613 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.2497 loss: 2.2497 2022/06/26 21:01:27 - mmengine - INFO - Epoch(train) [116][400/3757] lr: 2.887e-03 eta: 17:47:31 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 7.5471 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.9847 loss: 1.9847 2022/06/26 21:01:32 - mmengine - INFO - Epoch(train) [116][420/3757] lr: 2.887e-03 eta: 17:47:26 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 8.5946 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.0444 loss: 2.0444 2022/06/26 21:01:37 - mmengine - INFO - Epoch(train) [116][440/3757] lr: 2.887e-03 eta: 17:47:21 time: 0.268 data_time: 0.007 memory: 5036 grad_norm: 8.4827 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5141 loss: 2.5141 2022/06/26 21:01:43 - mmengine - INFO - Epoch(train) [116][460/3757] lr: 2.887e-03 eta: 17:47:15 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 8.2320 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 2.2449 loss: 2.2449 2022/06/26 21:01:48 - mmengine - INFO - Epoch(train) [116][480/3757] lr: 2.887e-03 eta: 17:47:10 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 8.7770 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1855 loss: 2.1855 2022/06/26 21:01:53 - mmengine - INFO - Epoch(train) [116][500/3757] lr: 2.887e-03 eta: 17:47:05 time: 0.257 data_time: 0.004 memory: 5036 grad_norm: 7.7608 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2517 loss: 2.2517 2022/06/26 21:01:59 - mmengine - INFO - Epoch(train) [116][520/3757] lr: 2.887e-03 eta: 17:46:59 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 8.7542 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9683 loss: 1.9683 2022/06/26 21:02:04 - mmengine - INFO - Epoch(train) [116][540/3757] lr: 2.887e-03 eta: 17:46:54 time: 0.249 data_time: 0.009 memory: 5036 grad_norm: 7.4644 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0701 loss: 2.0701 2022/06/26 21:02:09 - mmengine - INFO - Epoch(train) [116][560/3757] lr: 2.887e-03 eta: 17:46:49 time: 0.263 data_time: 0.010 memory: 5036 grad_norm: 8.5434 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.4282 loss: 2.4282 2022/06/26 21:02:14 - mmengine - INFO - Epoch(train) [116][580/3757] lr: 2.887e-03 eta: 17:46:44 time: 0.253 data_time: 0.004 memory: 5036 grad_norm: 8.2539 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3450 loss: 2.3450 2022/06/26 21:02:20 - mmengine - INFO - Epoch(train) [116][600/3757] lr: 2.887e-03 eta: 17:46:38 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 7.0520 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.4438 loss: 2.4438 2022/06/26 21:02:25 - mmengine - INFO - Epoch(train) [116][620/3757] lr: 2.887e-03 eta: 17:46:33 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 9.4297 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.4403 loss: 2.4403 2022/06/26 21:02:31 - mmengine - INFO - Epoch(train) [116][640/3757] lr: 2.887e-03 eta: 17:46:28 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 9.2032 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7588 loss: 1.7588 2022/06/26 21:02:36 - mmengine - INFO - Epoch(train) [116][660/3757] lr: 2.887e-03 eta: 17:46:23 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 9.9694 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0236 loss: 2.0236 2022/06/26 21:02:41 - mmengine - INFO - Epoch(train) [116][680/3757] lr: 2.887e-03 eta: 17:46:18 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 10.1077 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9659 loss: 1.9659 2022/06/26 21:02:46 - mmengine - INFO - Epoch(train) [116][700/3757] lr: 2.887e-03 eta: 17:46:12 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 7.5091 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.5471 loss: 2.5471 2022/06/26 21:02:51 - mmengine - INFO - Epoch(train) [116][720/3757] lr: 2.887e-03 eta: 17:46:07 time: 0.264 data_time: 0.006 memory: 5036 grad_norm: 8.8552 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.2423 loss: 2.2423 2022/06/26 21:02:57 - mmengine - INFO - Epoch(train) [116][740/3757] lr: 2.887e-03 eta: 17:46:02 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 9.6540 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2270 loss: 2.2270 2022/06/26 21:03:02 - mmengine - INFO - Epoch(train) [116][760/3757] lr: 2.887e-03 eta: 17:45:56 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 8.6520 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.5114 loss: 1.5114 2022/06/26 21:03:07 - mmengine - INFO - Epoch(train) [116][780/3757] lr: 2.887e-03 eta: 17:45:51 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 9.4143 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.7268 loss: 2.7268 2022/06/26 21:03:12 - mmengine - INFO - Epoch(train) [116][800/3757] lr: 2.887e-03 eta: 17:45:46 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 8.3184 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.5606 loss: 2.5606 2022/06/26 21:03:17 - mmengine - INFO - Epoch(train) [116][820/3757] lr: 2.887e-03 eta: 17:45:41 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 8.8512 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.1988 loss: 2.1988 2022/06/26 21:03:23 - mmengine - INFO - Epoch(train) [116][840/3757] lr: 2.887e-03 eta: 17:45:35 time: 0.266 data_time: 0.003 memory: 5036 grad_norm: 9.4031 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2723 loss: 2.2723 2022/06/26 21:03:28 - mmengine - INFO - Epoch(train) [116][860/3757] lr: 2.887e-03 eta: 17:45:30 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 9.6072 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8546 loss: 1.8546 2022/06/26 21:03:33 - mmengine - INFO - Epoch(train) [116][880/3757] lr: 2.887e-03 eta: 17:45:25 time: 0.251 data_time: 0.008 memory: 5036 grad_norm: 8.1258 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.3451 loss: 2.3451 2022/06/26 21:03:38 - mmengine - INFO - Epoch(train) [116][900/3757] lr: 2.887e-03 eta: 17:45:19 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 8.9750 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.1134 loss: 2.1134 2022/06/26 21:03:43 - mmengine - INFO - Epoch(train) [116][920/3757] lr: 2.887e-03 eta: 17:45:14 time: 0.292 data_time: 0.003 memory: 5036 grad_norm: 6.5068 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9253 loss: 1.9253 2022/06/26 21:03:49 - mmengine - INFO - Epoch(train) [116][940/3757] lr: 2.887e-03 eta: 17:45:09 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 9.0894 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.2576 loss: 2.2576 2022/06/26 21:03:50 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 21:03:54 - mmengine - INFO - Epoch(train) [116][960/3757] lr: 2.887e-03 eta: 17:45:03 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 9.2531 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2906 loss: 2.2906 2022/06/26 21:03:59 - mmengine - INFO - Epoch(train) [116][980/3757] lr: 2.887e-03 eta: 17:44:58 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 9.9013 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0344 loss: 2.0344 2022/06/26 21:04:04 - mmengine - INFO - Epoch(train) [116][1000/3757] lr: 2.887e-03 eta: 17:44:53 time: 0.258 data_time: 0.010 memory: 5036 grad_norm: 8.7919 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9892 loss: 1.9892 2022/06/26 21:04:09 - mmengine - INFO - Epoch(train) [116][1020/3757] lr: 2.887e-03 eta: 17:44:48 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 7.9586 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2572 loss: 2.2572 2022/06/26 21:04:15 - mmengine - INFO - Epoch(train) [116][1040/3757] lr: 2.887e-03 eta: 17:44:42 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 8.0547 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8722 loss: 1.8722 2022/06/26 21:04:20 - mmengine - INFO - Epoch(train) [116][1060/3757] lr: 2.887e-03 eta: 17:44:37 time: 0.270 data_time: 0.006 memory: 5036 grad_norm: 9.3319 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4262 loss: 2.4262 2022/06/26 21:04:25 - mmengine - INFO - Epoch(train) [116][1080/3757] lr: 2.887e-03 eta: 17:44:32 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 7.9891 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2944 loss: 2.2944 2022/06/26 21:04:31 - mmengine - INFO - Epoch(train) [116][1100/3757] lr: 2.887e-03 eta: 17:44:27 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 7.8841 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5672 loss: 2.5672 2022/06/26 21:04:36 - mmengine - INFO - Epoch(train) [116][1120/3757] lr: 2.887e-03 eta: 17:44:21 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 10.0871 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0459 loss: 2.0459 2022/06/26 21:04:41 - mmengine - INFO - Epoch(train) [116][1140/3757] lr: 2.887e-03 eta: 17:44:16 time: 0.255 data_time: 0.010 memory: 5036 grad_norm: 7.8003 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.0232 loss: 2.0232 2022/06/26 21:04:46 - mmengine - INFO - Epoch(train) [116][1160/3757] lr: 2.887e-03 eta: 17:44:11 time: 0.260 data_time: 0.012 memory: 5036 grad_norm: 8.6575 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6946 loss: 2.6946 2022/06/26 21:04:51 - mmengine - INFO - Epoch(train) [116][1180/3757] lr: 2.887e-03 eta: 17:44:05 time: 0.266 data_time: 0.008 memory: 5036 grad_norm: 9.8305 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.8541 loss: 1.8541 2022/06/26 21:04:57 - mmengine - INFO - Epoch(train) [116][1200/3757] lr: 2.887e-03 eta: 17:44:00 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 9.0778 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.1410 loss: 2.1410 2022/06/26 21:05:02 - mmengine - INFO - Epoch(train) [116][1220/3757] lr: 2.887e-03 eta: 17:43:55 time: 0.256 data_time: 0.013 memory: 5036 grad_norm: 8.8978 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9738 loss: 1.9738 2022/06/26 21:05:07 - mmengine - INFO - Epoch(train) [116][1240/3757] lr: 2.887e-03 eta: 17:43:50 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 7.9909 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5115 loss: 2.5115 2022/06/26 21:05:12 - mmengine - INFO - Epoch(train) [116][1260/3757] lr: 2.887e-03 eta: 17:43:44 time: 0.255 data_time: 0.008 memory: 5036 grad_norm: 10.5235 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8685 loss: 1.8685 2022/06/26 21:05:18 - mmengine - INFO - Epoch(train) [116][1280/3757] lr: 2.887e-03 eta: 17:43:39 time: 0.256 data_time: 0.010 memory: 5036 grad_norm: 8.1045 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2463 loss: 2.2463 2022/06/26 21:05:23 - mmengine - INFO - Epoch(train) [116][1300/3757] lr: 2.887e-03 eta: 17:43:34 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 8.6950 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2943 loss: 2.2943 2022/06/26 21:05:28 - mmengine - INFO - Epoch(train) [116][1320/3757] lr: 2.887e-03 eta: 17:43:28 time: 0.266 data_time: 0.006 memory: 5036 grad_norm: 8.0135 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.9439 loss: 1.9439 2022/06/26 21:05:33 - mmengine - INFO - Epoch(train) [116][1340/3757] lr: 2.887e-03 eta: 17:43:23 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 8.4481 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7841 loss: 1.7841 2022/06/26 21:05:39 - mmengine - INFO - Epoch(train) [116][1360/3757] lr: 2.887e-03 eta: 17:43:18 time: 0.265 data_time: 0.007 memory: 5036 grad_norm: 8.2637 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.1481 loss: 2.1481 2022/06/26 21:05:44 - mmengine - INFO - Epoch(train) [116][1380/3757] lr: 2.887e-03 eta: 17:43:13 time: 0.275 data_time: 0.024 memory: 5036 grad_norm: 9.1045 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5011 loss: 2.5011 2022/06/26 21:05:49 - mmengine - INFO - Epoch(train) [116][1400/3757] lr: 2.887e-03 eta: 17:43:07 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 9.5662 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8908 loss: 1.8908 2022/06/26 21:05:54 - mmengine - INFO - Epoch(train) [116][1420/3757] lr: 2.887e-03 eta: 17:43:02 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 7.3781 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0526 loss: 2.0526 2022/06/26 21:05:59 - mmengine - INFO - Epoch(train) [116][1440/3757] lr: 2.887e-03 eta: 17:42:57 time: 0.261 data_time: 0.009 memory: 5036 grad_norm: 9.9674 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6705 loss: 1.6705 2022/06/26 21:06:05 - mmengine - INFO - Epoch(train) [116][1460/3757] lr: 2.887e-03 eta: 17:42:51 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 8.2740 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2487 loss: 2.2487 2022/06/26 21:06:10 - mmengine - INFO - Epoch(train) [116][1480/3757] lr: 2.887e-03 eta: 17:42:46 time: 0.262 data_time: 0.011 memory: 5036 grad_norm: 10.0274 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3142 loss: 2.3142 2022/06/26 21:06:15 - mmengine - INFO - Epoch(train) [116][1500/3757] lr: 2.887e-03 eta: 17:42:41 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 8.5251 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3692 loss: 2.3692 2022/06/26 21:06:20 - mmengine - INFO - Epoch(train) [116][1520/3757] lr: 2.887e-03 eta: 17:42:36 time: 0.258 data_time: 0.021 memory: 5036 grad_norm: 8.9457 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3938 loss: 2.3938 2022/06/26 21:06:26 - mmengine - INFO - Epoch(train) [116][1540/3757] lr: 2.887e-03 eta: 17:42:30 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 10.4162 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2191 loss: 2.2191 2022/06/26 21:06:31 - mmengine - INFO - Epoch(train) [116][1560/3757] lr: 2.887e-03 eta: 17:42:25 time: 0.255 data_time: 0.008 memory: 5036 grad_norm: 10.4394 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.3459 loss: 2.3459 2022/06/26 21:06:37 - mmengine - INFO - Epoch(train) [116][1580/3757] lr: 2.887e-03 eta: 17:42:20 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 8.5816 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0107 loss: 2.0107 2022/06/26 21:06:42 - mmengine - INFO - Epoch(train) [116][1600/3757] lr: 2.887e-03 eta: 17:42:15 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.6304 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.8273 loss: 1.8273 2022/06/26 21:06:47 - mmengine - INFO - Epoch(train) [116][1620/3757] lr: 2.887e-03 eta: 17:42:10 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 9.1990 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.0618 loss: 2.0618 2022/06/26 21:06:52 - mmengine - INFO - Epoch(train) [116][1640/3757] lr: 2.887e-03 eta: 17:42:04 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 7.9853 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.2179 loss: 2.2179 2022/06/26 21:06:58 - mmengine - INFO - Epoch(train) [116][1660/3757] lr: 2.887e-03 eta: 17:41:59 time: 0.260 data_time: 0.009 memory: 5036 grad_norm: 10.6911 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2379 loss: 2.2379 2022/06/26 21:07:03 - mmengine - INFO - Epoch(train) [116][1680/3757] lr: 2.887e-03 eta: 17:41:54 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 8.2068 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.2368 loss: 2.2368 2022/06/26 21:07:08 - mmengine - INFO - Epoch(train) [116][1700/3757] lr: 2.887e-03 eta: 17:41:48 time: 0.250 data_time: 0.010 memory: 5036 grad_norm: 9.3394 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.1904 loss: 2.1904 2022/06/26 21:07:13 - mmengine - INFO - Epoch(train) [116][1720/3757] lr: 2.887e-03 eta: 17:41:43 time: 0.270 data_time: 0.009 memory: 5036 grad_norm: 8.6102 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6101 loss: 2.6101 2022/06/26 21:07:19 - mmengine - INFO - Epoch(train) [116][1740/3757] lr: 2.887e-03 eta: 17:41:38 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 7.2594 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7566 loss: 1.7566 2022/06/26 21:07:24 - mmengine - INFO - Epoch(train) [116][1760/3757] lr: 2.887e-03 eta: 17:41:33 time: 0.266 data_time: 0.006 memory: 5036 grad_norm: 8.2161 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.0216 loss: 2.0216 2022/06/26 21:07:29 - mmengine - INFO - Epoch(train) [116][1780/3757] lr: 2.887e-03 eta: 17:41:27 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 8.9449 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2858 loss: 2.2858 2022/06/26 21:07:34 - mmengine - INFO - Epoch(train) [116][1800/3757] lr: 2.887e-03 eta: 17:41:22 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 9.3255 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8268 loss: 1.8268 2022/06/26 21:07:39 - mmengine - INFO - Epoch(train) [116][1820/3757] lr: 2.887e-03 eta: 17:41:17 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 9.1881 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5637 loss: 2.5637 2022/06/26 21:07:45 - mmengine - INFO - Epoch(train) [116][1840/3757] lr: 2.887e-03 eta: 17:41:12 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 9.6630 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9283 loss: 1.9283 2022/06/26 21:07:50 - mmengine - INFO - Epoch(train) [116][1860/3757] lr: 2.887e-03 eta: 17:41:06 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 9.2746 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5167 loss: 2.5167 2022/06/26 21:07:55 - mmengine - INFO - Epoch(train) [116][1880/3757] lr: 2.887e-03 eta: 17:41:01 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 7.7783 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6706 loss: 1.6706 2022/06/26 21:08:01 - mmengine - INFO - Epoch(train) [116][1900/3757] lr: 2.887e-03 eta: 17:40:56 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 9.3761 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9320 loss: 1.9320 2022/06/26 21:08:06 - mmengine - INFO - Epoch(train) [116][1920/3757] lr: 2.887e-03 eta: 17:40:50 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 8.8119 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5413 loss: 2.5413 2022/06/26 21:08:11 - mmengine - INFO - Epoch(train) [116][1940/3757] lr: 2.887e-03 eta: 17:40:45 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 7.9170 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8248 loss: 1.8248 2022/06/26 21:08:12 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 21:08:16 - mmengine - INFO - Epoch(train) [116][1960/3757] lr: 2.887e-03 eta: 17:40:40 time: 0.264 data_time: 0.007 memory: 5036 grad_norm: 10.0633 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.2674 loss: 2.2674 2022/06/26 21:08:22 - mmengine - INFO - Epoch(train) [116][1980/3757] lr: 2.887e-03 eta: 17:40:35 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 9.9633 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.7208 loss: 2.7208 2022/06/26 21:08:27 - mmengine - INFO - Epoch(train) [116][2000/3757] lr: 2.887e-03 eta: 17:40:29 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 8.2462 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5523 loss: 2.5523 2022/06/26 21:08:32 - mmengine - INFO - Epoch(train) [116][2020/3757] lr: 2.887e-03 eta: 17:40:24 time: 0.253 data_time: 0.008 memory: 5036 grad_norm: 7.4925 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5918 loss: 2.5918 2022/06/26 21:08:37 - mmengine - INFO - Epoch(train) [116][2040/3757] lr: 2.887e-03 eta: 17:40:19 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 7.9538 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3371 loss: 2.3371 2022/06/26 21:08:43 - mmengine - INFO - Epoch(train) [116][2060/3757] lr: 2.887e-03 eta: 17:40:14 time: 0.254 data_time: 0.008 memory: 5036 grad_norm: 7.8807 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.3875 loss: 2.3875 2022/06/26 21:08:48 - mmengine - INFO - Epoch(train) [116][2080/3757] lr: 2.887e-03 eta: 17:40:08 time: 0.259 data_time: 0.011 memory: 5036 grad_norm: 8.3776 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9393 loss: 1.9393 2022/06/26 21:08:53 - mmengine - INFO - Epoch(train) [116][2100/3757] lr: 2.887e-03 eta: 17:40:03 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 8.1777 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6267 loss: 2.6267 2022/06/26 21:08:59 - mmengine - INFO - Epoch(train) [116][2120/3757] lr: 2.887e-03 eta: 17:39:58 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 9.6760 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.1254 loss: 2.1254 2022/06/26 21:09:04 - mmengine - INFO - Epoch(train) [116][2140/3757] lr: 2.887e-03 eta: 17:39:53 time: 0.262 data_time: 0.009 memory: 5036 grad_norm: 8.5828 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.3887 loss: 2.3887 2022/06/26 21:09:09 - mmengine - INFO - Epoch(train) [116][2160/3757] lr: 2.887e-03 eta: 17:39:47 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 8.7610 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.7447 loss: 1.7447 2022/06/26 21:09:14 - mmengine - INFO - Epoch(train) [116][2180/3757] lr: 2.887e-03 eta: 17:39:42 time: 0.283 data_time: 0.019 memory: 5036 grad_norm: 8.6306 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.1718 loss: 2.1718 2022/06/26 21:09:19 - mmengine - INFO - Epoch(train) [116][2200/3757] lr: 2.887e-03 eta: 17:39:37 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 8.8513 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1104 loss: 2.1104 2022/06/26 21:09:25 - mmengine - INFO - Epoch(train) [116][2220/3757] lr: 2.887e-03 eta: 17:39:31 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 9.2224 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.1694 loss: 2.1694 2022/06/26 21:09:30 - mmengine - INFO - Epoch(train) [116][2240/3757] lr: 2.887e-03 eta: 17:39:26 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 9.2949 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1471 loss: 2.1471 2022/06/26 21:09:35 - mmengine - INFO - Epoch(train) [116][2260/3757] lr: 2.887e-03 eta: 17:39:21 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 8.2953 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.6058 loss: 2.6058 2022/06/26 21:09:40 - mmengine - INFO - Epoch(train) [116][2280/3757] lr: 2.887e-03 eta: 17:39:16 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 9.7928 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6280 loss: 1.6280 2022/06/26 21:09:45 - mmengine - INFO - Epoch(train) [116][2300/3757] lr: 2.887e-03 eta: 17:39:10 time: 0.270 data_time: 0.009 memory: 5036 grad_norm: 8.6723 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.8975 loss: 1.8975 2022/06/26 21:09:51 - mmengine - INFO - Epoch(train) [116][2320/3757] lr: 2.887e-03 eta: 17:39:05 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 8.1561 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2633 loss: 2.2633 2022/06/26 21:09:56 - mmengine - INFO - Epoch(train) [116][2340/3757] lr: 2.887e-03 eta: 17:39:00 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 9.8806 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4083 loss: 2.4083 2022/06/26 21:10:01 - mmengine - INFO - Epoch(train) [116][2360/3757] lr: 2.887e-03 eta: 17:38:54 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 7.7429 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4690 loss: 2.4690 2022/06/26 21:10:06 - mmengine - INFO - Epoch(train) [116][2380/3757] lr: 2.887e-03 eta: 17:38:49 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 9.5767 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5650 loss: 2.5650 2022/06/26 21:10:11 - mmengine - INFO - Epoch(train) [116][2400/3757] lr: 2.887e-03 eta: 17:38:44 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 7.4450 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4215 loss: 2.4215 2022/06/26 21:10:17 - mmengine - INFO - Epoch(train) [116][2420/3757] lr: 2.887e-03 eta: 17:38:39 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 9.0167 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.4489 loss: 2.4489 2022/06/26 21:10:22 - mmengine - INFO - Epoch(train) [116][2440/3757] lr: 2.887e-03 eta: 17:38:33 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 8.4698 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1264 loss: 2.1264 2022/06/26 21:10:27 - mmengine - INFO - Epoch(train) [116][2460/3757] lr: 2.887e-03 eta: 17:38:28 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 8.2907 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.9228 loss: 1.9228 2022/06/26 21:10:32 - mmengine - INFO - Epoch(train) [116][2480/3757] lr: 2.887e-03 eta: 17:38:23 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 10.1115 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.7515 loss: 1.7515 2022/06/26 21:10:37 - mmengine - INFO - Epoch(train) [116][2500/3757] lr: 2.887e-03 eta: 17:38:17 time: 0.259 data_time: 0.008 memory: 5036 grad_norm: 8.0845 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.7078 loss: 2.7078 2022/06/26 21:10:43 - mmengine - INFO - Epoch(train) [116][2520/3757] lr: 2.887e-03 eta: 17:38:12 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 8.7817 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1147 loss: 2.1147 2022/06/26 21:10:48 - mmengine - INFO - Epoch(train) [116][2540/3757] lr: 2.887e-03 eta: 17:38:07 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 9.0674 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2813 loss: 2.2813 2022/06/26 21:10:53 - mmengine - INFO - Epoch(train) [116][2560/3757] lr: 2.887e-03 eta: 17:38:02 time: 0.263 data_time: 0.009 memory: 5036 grad_norm: 7.8763 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.0149 loss: 2.0149 2022/06/26 21:10:58 - mmengine - INFO - Epoch(train) [116][2580/3757] lr: 2.887e-03 eta: 17:37:56 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 8.3548 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.1818 loss: 2.1818 2022/06/26 21:11:04 - mmengine - INFO - Epoch(train) [116][2600/3757] lr: 2.887e-03 eta: 17:37:51 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 8.4357 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4057 loss: 2.4057 2022/06/26 21:11:09 - mmengine - INFO - Epoch(train) [116][2620/3757] lr: 2.887e-03 eta: 17:37:46 time: 0.249 data_time: 0.007 memory: 5036 grad_norm: 8.9862 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4062 loss: 2.4062 2022/06/26 21:11:14 - mmengine - INFO - Epoch(train) [116][2640/3757] lr: 2.887e-03 eta: 17:37:40 time: 0.261 data_time: 0.012 memory: 5036 grad_norm: 8.5809 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.2005 loss: 2.2005 2022/06/26 21:11:19 - mmengine - INFO - Epoch(train) [116][2660/3757] lr: 2.887e-03 eta: 17:37:35 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 9.1616 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0327 loss: 2.0327 2022/06/26 21:11:24 - mmengine - INFO - Epoch(train) [116][2680/3757] lr: 2.887e-03 eta: 17:37:30 time: 0.268 data_time: 0.011 memory: 5036 grad_norm: 9.6679 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.2688 loss: 2.2688 2022/06/26 21:11:30 - mmengine - INFO - Epoch(train) [116][2700/3757] lr: 2.887e-03 eta: 17:37:25 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 7.9753 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2377 loss: 2.2377 2022/06/26 21:11:35 - mmengine - INFO - Epoch(train) [116][2720/3757] lr: 2.887e-03 eta: 17:37:19 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 10.9648 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.3213 loss: 2.3213 2022/06/26 21:11:40 - mmengine - INFO - Epoch(train) [116][2740/3757] lr: 2.887e-03 eta: 17:37:14 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 8.3868 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.0295 loss: 2.0295 2022/06/26 21:11:45 - mmengine - INFO - Epoch(train) [116][2760/3757] lr: 2.887e-03 eta: 17:37:09 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 5.9161 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.8263 loss: 1.8263 2022/06/26 21:11:51 - mmengine - INFO - Epoch(train) [116][2780/3757] lr: 2.887e-03 eta: 17:37:03 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 9.7127 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4185 loss: 2.4185 2022/06/26 21:11:56 - mmengine - INFO - Epoch(train) [116][2800/3757] lr: 2.887e-03 eta: 17:36:58 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 8.3819 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3227 loss: 2.3227 2022/06/26 21:12:01 - mmengine - INFO - Epoch(train) [116][2820/3757] lr: 2.887e-03 eta: 17:36:53 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 7.8044 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1173 loss: 2.1173 2022/06/26 21:12:07 - mmengine - INFO - Epoch(train) [116][2840/3757] lr: 2.887e-03 eta: 17:36:48 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 8.9144 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0293 loss: 2.0293 2022/06/26 21:12:12 - mmengine - INFO - Epoch(train) [116][2860/3757] lr: 2.887e-03 eta: 17:36:42 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 9.5312 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.1831 loss: 2.1831 2022/06/26 21:12:17 - mmengine - INFO - Epoch(train) [116][2880/3757] lr: 2.887e-03 eta: 17:36:37 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 8.1281 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.9088 loss: 1.9088 2022/06/26 21:12:22 - mmengine - INFO - Epoch(train) [116][2900/3757] lr: 2.887e-03 eta: 17:36:32 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 9.9115 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.3116 loss: 2.3116 2022/06/26 21:12:28 - mmengine - INFO - Epoch(train) [116][2920/3757] lr: 2.887e-03 eta: 17:36:27 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 8.6125 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0368 loss: 2.0368 2022/06/26 21:12:33 - mmengine - INFO - Epoch(train) [116][2940/3757] lr: 2.887e-03 eta: 17:36:21 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 8.8859 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8877 loss: 1.8877 2022/06/26 21:12:34 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 21:12:38 - mmengine - INFO - Epoch(train) [116][2960/3757] lr: 2.887e-03 eta: 17:36:16 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 9.1643 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0751 loss: 2.0751 2022/06/26 21:12:43 - mmengine - INFO - Epoch(train) [116][2980/3757] lr: 2.887e-03 eta: 17:36:11 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 9.0983 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.8279 loss: 1.8279 2022/06/26 21:12:48 - mmengine - INFO - Epoch(train) [116][3000/3757] lr: 2.887e-03 eta: 17:36:05 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 7.6541 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.9853 loss: 1.9853 2022/06/26 21:12:54 - mmengine - INFO - Epoch(train) [116][3020/3757] lr: 2.887e-03 eta: 17:36:00 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 7.2750 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5492 loss: 2.5492 2022/06/26 21:12:59 - mmengine - INFO - Epoch(train) [116][3040/3757] lr: 2.887e-03 eta: 17:35:55 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 8.2783 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 1.9238 loss: 1.9238 2022/06/26 21:13:04 - mmengine - INFO - Epoch(train) [116][3060/3757] lr: 2.887e-03 eta: 17:35:50 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 10.8940 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2168 loss: 2.2168 2022/06/26 21:13:09 - mmengine - INFO - Epoch(train) [116][3080/3757] lr: 2.887e-03 eta: 17:35:44 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 8.2672 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.9298 loss: 1.9298 2022/06/26 21:13:15 - mmengine - INFO - Epoch(train) [116][3100/3757] lr: 2.887e-03 eta: 17:35:39 time: 0.268 data_time: 0.018 memory: 5036 grad_norm: 9.8949 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1160 loss: 2.1160 2022/06/26 21:13:20 - mmengine - INFO - Epoch(train) [116][3120/3757] lr: 2.887e-03 eta: 17:35:34 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 9.8446 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.9344 loss: 1.9344 2022/06/26 21:13:25 - mmengine - INFO - Epoch(train) [116][3140/3757] lr: 2.887e-03 eta: 17:35:29 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 8.6678 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9707 loss: 1.9707 2022/06/26 21:13:30 - mmengine - INFO - Epoch(train) [116][3160/3757] lr: 2.887e-03 eta: 17:35:23 time: 0.265 data_time: 0.007 memory: 5036 grad_norm: 6.7434 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.8095 loss: 1.8095 2022/06/26 21:13:36 - mmengine - INFO - Epoch(train) [116][3180/3757] lr: 2.887e-03 eta: 17:35:18 time: 0.265 data_time: 0.006 memory: 5036 grad_norm: 7.9823 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.0862 loss: 2.0862 2022/06/26 21:13:41 - mmengine - INFO - Epoch(train) [116][3200/3757] lr: 2.887e-03 eta: 17:35:13 time: 0.266 data_time: 0.013 memory: 5036 grad_norm: 8.0469 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.9961 loss: 1.9961 2022/06/26 21:13:46 - mmengine - INFO - Epoch(train) [116][3220/3757] lr: 2.887e-03 eta: 17:35:08 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 7.9502 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 1.8048 loss: 1.8048 2022/06/26 21:13:52 - mmengine - INFO - Epoch(train) [116][3240/3757] lr: 2.887e-03 eta: 17:35:02 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 8.4214 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8166 loss: 1.8166 2022/06/26 21:13:57 - mmengine - INFO - Epoch(train) [116][3260/3757] lr: 2.887e-03 eta: 17:34:57 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.5591 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9870 loss: 1.9870 2022/06/26 21:14:02 - mmengine - INFO - Epoch(train) [116][3280/3757] lr: 2.887e-03 eta: 17:34:52 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 9.2320 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0224 loss: 2.0224 2022/06/26 21:14:07 - mmengine - INFO - Epoch(train) [116][3300/3757] lr: 2.887e-03 eta: 17:34:47 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 10.2275 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0269 loss: 2.0269 2022/06/26 21:14:13 - mmengine - INFO - Epoch(train) [116][3320/3757] lr: 2.887e-03 eta: 17:34:41 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 9.3498 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.4324 loss: 2.4324 2022/06/26 21:14:18 - mmengine - INFO - Epoch(train) [116][3340/3757] lr: 2.887e-03 eta: 17:34:36 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 9.3564 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3190 loss: 2.3190 2022/06/26 21:14:23 - mmengine - INFO - Epoch(train) [116][3360/3757] lr: 2.887e-03 eta: 17:34:31 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 10.4845 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5163 loss: 2.5163 2022/06/26 21:14:28 - mmengine - INFO - Epoch(train) [116][3380/3757] lr: 2.887e-03 eta: 17:34:25 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 10.0176 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.0411 loss: 2.0411 2022/06/26 21:14:34 - mmengine - INFO - Epoch(train) [116][3400/3757] lr: 2.887e-03 eta: 17:34:20 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 9.3788 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.6374 loss: 1.6374 2022/06/26 21:14:39 - mmengine - INFO - Epoch(train) [116][3420/3757] lr: 2.887e-03 eta: 17:34:15 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 8.6015 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1594 loss: 2.1594 2022/06/26 21:14:44 - mmengine - INFO - Epoch(train) [116][3440/3757] lr: 2.887e-03 eta: 17:34:10 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 8.9593 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.1859 loss: 2.1859 2022/06/26 21:14:49 - mmengine - INFO - Epoch(train) [116][3460/3757] lr: 2.887e-03 eta: 17:34:04 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 9.0856 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0070 loss: 2.0070 2022/06/26 21:14:55 - mmengine - INFO - Epoch(train) [116][3480/3757] lr: 2.887e-03 eta: 17:33:59 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 8.3883 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1961 loss: 2.1961 2022/06/26 21:15:00 - mmengine - INFO - Epoch(train) [116][3500/3757] lr: 2.887e-03 eta: 17:33:54 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.0358 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.4619 loss: 2.4619 2022/06/26 21:15:05 - mmengine - INFO - Epoch(train) [116][3520/3757] lr: 2.887e-03 eta: 17:33:49 time: 0.260 data_time: 0.012 memory: 5036 grad_norm: 10.3418 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8021 loss: 1.8021 2022/06/26 21:15:10 - mmengine - INFO - Epoch(train) [116][3540/3757] lr: 2.887e-03 eta: 17:33:43 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 9.6011 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2605 loss: 2.2605 2022/06/26 21:15:15 - mmengine - INFO - Epoch(train) [116][3560/3757] lr: 2.887e-03 eta: 17:33:38 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 9.4087 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2643 loss: 2.2643 2022/06/26 21:15:21 - mmengine - INFO - Epoch(train) [116][3580/3757] lr: 2.887e-03 eta: 17:33:33 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 7.1696 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2237 loss: 2.2237 2022/06/26 21:15:26 - mmengine - INFO - Epoch(train) [116][3600/3757] lr: 2.887e-03 eta: 17:33:28 time: 0.269 data_time: 0.003 memory: 5036 grad_norm: 8.6832 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5311 loss: 2.5311 2022/06/26 21:15:31 - mmengine - INFO - Epoch(train) [116][3620/3757] lr: 2.887e-03 eta: 17:33:22 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 10.5158 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.5569 loss: 2.5569 2022/06/26 21:15:37 - mmengine - INFO - Epoch(train) [116][3640/3757] lr: 2.887e-03 eta: 17:33:17 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 9.3631 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0314 loss: 2.0314 2022/06/26 21:15:42 - mmengine - INFO - Epoch(train) [116][3660/3757] lr: 2.887e-03 eta: 17:33:12 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 8.2980 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4957 loss: 2.4957 2022/06/26 21:15:47 - mmengine - INFO - Epoch(train) [116][3680/3757] lr: 2.887e-03 eta: 17:33:06 time: 0.257 data_time: 0.011 memory: 5036 grad_norm: 8.4561 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0988 loss: 2.0988 2022/06/26 21:15:52 - mmengine - INFO - Epoch(train) [116][3700/3757] lr: 2.887e-03 eta: 17:33:01 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 8.6165 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.8887 loss: 1.8887 2022/06/26 21:15:58 - mmengine - INFO - Epoch(train) [116][3720/3757] lr: 2.887e-03 eta: 17:32:56 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 9.7923 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0805 loss: 2.0805 2022/06/26 21:16:03 - mmengine - INFO - Epoch(train) [116][3740/3757] lr: 2.887e-03 eta: 17:32:50 time: 0.242 data_time: 0.007 memory: 5036 grad_norm: 9.0245 top1_acc: 0.0000 top5_acc: 0.6250 loss_cls: 2.2698 loss: 2.2698 2022/06/26 21:16:07 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 21:16:07 - mmengine - INFO - Saving checkpoint at 116 epochs 2022/06/26 21:16:20 - mmengine - INFO - Epoch(val) [116][20/310] eta: 0:01:46 time: 0.109 data_time: 0.007 memory: 5036 2022/06/26 21:16:25 - mmengine - INFO - Epoch(val) [116][40/310] eta: 0:01:38 time: 0.106 data_time: 0.004 memory: 1723 2022/06/26 21:16:29 - mmengine - INFO - Epoch(val) [116][60/310] eta: 0:00:26 time: 0.109 data_time: 0.001 memory: 1723 2022/06/26 21:16:34 - mmengine - INFO - Epoch(val) [116][80/310] eta: 0:00:24 time: 0.104 data_time: 0.002 memory: 1723 2022/06/26 21:16:41 - mmengine - INFO - Epoch(val) [116][100/310] eta: 0:01:09 time: 0.381 data_time: 0.279 memory: 1723 2022/06/26 21:16:45 - mmengine - INFO - Epoch(val) [116][120/310] eta: 0:01:08 time: 0.236 data_time: 0.135 memory: 1723 2022/06/26 21:16:50 - mmengine - INFO - Epoch(val) [116][140/310] eta: 0:00:28 time: 0.103 data_time: 0.002 memory: 1723 2022/06/26 21:16:54 - mmengine - INFO - Epoch(val) [116][160/310] eta: 0:00:15 time: 0.103 data_time: 0.002 memory: 1723 2022/06/26 21:17:01 - mmengine - INFO - Epoch(val) [116][180/310] eta: 0:00:42 time: 0.323 data_time: 0.216 memory: 1723 2022/06/26 21:17:06 - mmengine - INFO - Epoch(val) [116][200/310] eta: 0:00:39 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 21:17:11 - mmengine - INFO - Epoch(val) [116][220/310] eta: 0:00:17 time: 0.098 data_time: 0.002 memory: 1723 2022/06/26 21:17:16 - mmengine - INFO - Epoch(val) [116][240/310] eta: 0:00:07 time: 0.103 data_time: 0.002 memory: 1723 2022/06/26 21:17:22 - mmengine - INFO - Epoch(val) [116][260/310] eta: 0:00:15 time: 0.258 data_time: 0.151 memory: 1723 2022/06/26 21:17:27 - mmengine - INFO - Epoch(val) [116][280/310] eta: 0:00:08 time: 0.104 data_time: 0.002 memory: 1723 2022/06/26 21:17:29 - mmengine - INFO - Epoch(val) [116][300/310] eta: 0:00:01 time: 0.102 data_time: 0.001 memory: 1723 2022/06/26 21:17:31 - mmengine - INFO - Epoch(val) [116][310/310] acc/top1: 0.5559 acc/top5: 0.7900 acc/mean1: 0.5559 2022/06/26 21:17:41 - mmengine - INFO - Epoch(train) [117][20/3757] lr: 2.808e-03 eta: 17:32:42 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 10.0401 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3656 loss: 2.3656 2022/06/26 21:17:46 - mmengine - INFO - Epoch(train) [117][40/3757] lr: 2.808e-03 eta: 17:32:37 time: 0.251 data_time: 0.004 memory: 5036 grad_norm: 6.9166 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.0804 loss: 2.0804 2022/06/26 21:17:52 - mmengine - INFO - Epoch(train) [117][60/3757] lr: 2.808e-03 eta: 17:32:32 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 9.6206 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2526 loss: 2.2526 2022/06/26 21:17:57 - mmengine - INFO - Epoch(train) [117][80/3757] lr: 2.808e-03 eta: 17:32:27 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 8.2697 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2329 loss: 2.2329 2022/06/26 21:18:02 - mmengine - INFO - Epoch(train) [117][100/3757] lr: 2.808e-03 eta: 17:32:22 time: 0.259 data_time: 0.018 memory: 5036 grad_norm: 8.2119 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1264 loss: 2.1264 2022/06/26 21:18:08 - mmengine - INFO - Epoch(train) [117][120/3757] lr: 2.808e-03 eta: 17:32:16 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 8.2314 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3210 loss: 2.3210 2022/06/26 21:18:13 - mmengine - INFO - Epoch(train) [117][140/3757] lr: 2.808e-03 eta: 17:32:11 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 8.3960 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.8875 loss: 1.8875 2022/06/26 21:18:18 - mmengine - INFO - Epoch(train) [117][160/3757] lr: 2.808e-03 eta: 17:32:06 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 10.4849 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5410 loss: 2.5410 2022/06/26 21:18:24 - mmengine - INFO - Epoch(train) [117][180/3757] lr: 2.808e-03 eta: 17:32:01 time: 0.266 data_time: 0.003 memory: 5036 grad_norm: 9.2230 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5849 loss: 2.5849 2022/06/26 21:18:26 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 21:18:29 - mmengine - INFO - Epoch(train) [117][200/3757] lr: 2.808e-03 eta: 17:31:56 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 9.3470 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.3529 loss: 2.3529 2022/06/26 21:18:34 - mmengine - INFO - Epoch(train) [117][220/3757] lr: 2.808e-03 eta: 17:31:50 time: 0.260 data_time: 0.012 memory: 5036 grad_norm: 8.8140 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1511 loss: 2.1511 2022/06/26 21:18:40 - mmengine - INFO - Epoch(train) [117][240/3757] lr: 2.808e-03 eta: 17:31:45 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 10.1887 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7276 loss: 1.7276 2022/06/26 21:18:45 - mmengine - INFO - Epoch(train) [117][260/3757] lr: 2.808e-03 eta: 17:31:40 time: 0.286 data_time: 0.003 memory: 5036 grad_norm: 7.8385 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.6408 loss: 2.6408 2022/06/26 21:18:50 - mmengine - INFO - Epoch(train) [117][280/3757] lr: 2.808e-03 eta: 17:31:35 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 9.7478 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.7162 loss: 2.7162 2022/06/26 21:18:55 - mmengine - INFO - Epoch(train) [117][300/3757] lr: 2.808e-03 eta: 17:31:29 time: 0.272 data_time: 0.003 memory: 5036 grad_norm: 10.1421 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2524 loss: 2.2524 2022/06/26 21:19:01 - mmengine - INFO - Epoch(train) [117][320/3757] lr: 2.808e-03 eta: 17:31:24 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 9.0804 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.9476 loss: 1.9476 2022/06/26 21:19:06 - mmengine - INFO - Epoch(train) [117][340/3757] lr: 2.808e-03 eta: 17:31:19 time: 0.279 data_time: 0.003 memory: 5036 grad_norm: 8.6142 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.1469 loss: 2.1469 2022/06/26 21:19:11 - mmengine - INFO - Epoch(train) [117][360/3757] lr: 2.808e-03 eta: 17:31:13 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 8.2253 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9019 loss: 1.9019 2022/06/26 21:19:16 - mmengine - INFO - Epoch(train) [117][380/3757] lr: 2.808e-03 eta: 17:31:08 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 8.8725 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1741 loss: 2.1741 2022/06/26 21:19:22 - mmengine - INFO - Epoch(train) [117][400/3757] lr: 2.808e-03 eta: 17:31:03 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.8342 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0969 loss: 2.0969 2022/06/26 21:19:27 - mmengine - INFO - Epoch(train) [117][420/3757] lr: 2.808e-03 eta: 17:30:58 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 7.9879 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.7368 loss: 1.7368 2022/06/26 21:19:32 - mmengine - INFO - Epoch(train) [117][440/3757] lr: 2.808e-03 eta: 17:30:52 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 7.2007 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.2054 loss: 2.2054 2022/06/26 21:19:38 - mmengine - INFO - Epoch(train) [117][460/3757] lr: 2.808e-03 eta: 17:30:47 time: 0.256 data_time: 0.004 memory: 5036 grad_norm: 8.0236 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.6034 loss: 2.6034 2022/06/26 21:19:43 - mmengine - INFO - Epoch(train) [117][480/3757] lr: 2.808e-03 eta: 17:30:42 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 8.2652 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.9779 loss: 1.9779 2022/06/26 21:19:48 - mmengine - INFO - Epoch(train) [117][500/3757] lr: 2.808e-03 eta: 17:30:37 time: 0.250 data_time: 0.005 memory: 5036 grad_norm: 8.2761 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9992 loss: 1.9992 2022/06/26 21:19:53 - mmengine - INFO - Epoch(train) [117][520/3757] lr: 2.808e-03 eta: 17:30:31 time: 0.253 data_time: 0.008 memory: 5036 grad_norm: 8.5355 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.4282 loss: 2.4282 2022/06/26 21:19:59 - mmengine - INFO - Epoch(train) [117][540/3757] lr: 2.808e-03 eta: 17:30:26 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 8.4372 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.9020 loss: 1.9020 2022/06/26 21:20:04 - mmengine - INFO - Epoch(train) [117][560/3757] lr: 2.808e-03 eta: 17:30:21 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 9.2206 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.7166 loss: 1.7166 2022/06/26 21:20:09 - mmengine - INFO - Epoch(train) [117][580/3757] lr: 2.808e-03 eta: 17:30:16 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 10.7349 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7881 loss: 1.7881 2022/06/26 21:20:14 - mmengine - INFO - Epoch(train) [117][600/3757] lr: 2.808e-03 eta: 17:30:10 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 7.8136 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.9057 loss: 1.9057 2022/06/26 21:20:20 - mmengine - INFO - Epoch(train) [117][620/3757] lr: 2.808e-03 eta: 17:30:05 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 8.7838 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.0906 loss: 2.0906 2022/06/26 21:20:25 - mmengine - INFO - Epoch(train) [117][640/3757] lr: 2.808e-03 eta: 17:30:00 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 8.3906 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.9057 loss: 1.9057 2022/06/26 21:20:30 - mmengine - INFO - Epoch(train) [117][660/3757] lr: 2.808e-03 eta: 17:29:54 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 8.0922 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5894 loss: 1.5894 2022/06/26 21:20:35 - mmengine - INFO - Epoch(train) [117][680/3757] lr: 2.808e-03 eta: 17:29:49 time: 0.271 data_time: 0.003 memory: 5036 grad_norm: 7.6868 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9806 loss: 1.9806 2022/06/26 21:20:41 - mmengine - INFO - Epoch(train) [117][700/3757] lr: 2.808e-03 eta: 17:29:44 time: 0.266 data_time: 0.003 memory: 5036 grad_norm: 8.6249 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3435 loss: 2.3435 2022/06/26 21:20:46 - mmengine - INFO - Epoch(train) [117][720/3757] lr: 2.808e-03 eta: 17:29:39 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 7.6847 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8685 loss: 1.8685 2022/06/26 21:20:51 - mmengine - INFO - Epoch(train) [117][740/3757] lr: 2.808e-03 eta: 17:29:33 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 9.2025 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2592 loss: 2.2592 2022/06/26 21:20:57 - mmengine - INFO - Epoch(train) [117][760/3757] lr: 2.808e-03 eta: 17:29:28 time: 0.269 data_time: 0.003 memory: 5036 grad_norm: 8.8865 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1339 loss: 2.1339 2022/06/26 21:21:02 - mmengine - INFO - Epoch(train) [117][780/3757] lr: 2.808e-03 eta: 17:29:23 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 7.9522 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.0407 loss: 2.0407 2022/06/26 21:21:07 - mmengine - INFO - Epoch(train) [117][800/3757] lr: 2.808e-03 eta: 17:29:18 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.5049 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0359 loss: 2.0359 2022/06/26 21:21:12 - mmengine - INFO - Epoch(train) [117][820/3757] lr: 2.808e-03 eta: 17:29:12 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 8.4432 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0981 loss: 2.0981 2022/06/26 21:21:18 - mmengine - INFO - Epoch(train) [117][840/3757] lr: 2.808e-03 eta: 17:29:07 time: 0.256 data_time: 0.008 memory: 5036 grad_norm: 8.3726 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3225 loss: 2.3225 2022/06/26 21:21:23 - mmengine - INFO - Epoch(train) [117][860/3757] lr: 2.808e-03 eta: 17:29:02 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 7.8656 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3124 loss: 2.3124 2022/06/26 21:21:28 - mmengine - INFO - Epoch(train) [117][880/3757] lr: 2.808e-03 eta: 17:28:57 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 7.7845 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7117 loss: 1.7117 2022/06/26 21:21:34 - mmengine - INFO - Epoch(train) [117][900/3757] lr: 2.808e-03 eta: 17:28:52 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 9.8654 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8299 loss: 1.8299 2022/06/26 21:21:39 - mmengine - INFO - Epoch(train) [117][920/3757] lr: 2.808e-03 eta: 17:28:46 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 10.1211 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.1431 loss: 2.1431 2022/06/26 21:21:44 - mmengine - INFO - Epoch(train) [117][940/3757] lr: 2.808e-03 eta: 17:28:41 time: 0.256 data_time: 0.010 memory: 5036 grad_norm: 8.2109 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0295 loss: 2.0295 2022/06/26 21:21:50 - mmengine - INFO - Epoch(train) [117][960/3757] lr: 2.808e-03 eta: 17:28:36 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 9.1647 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3280 loss: 2.3280 2022/06/26 21:21:55 - mmengine - INFO - Epoch(train) [117][980/3757] lr: 2.808e-03 eta: 17:28:31 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 7.7192 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1873 loss: 2.1873 2022/06/26 21:22:00 - mmengine - INFO - Epoch(train) [117][1000/3757] lr: 2.808e-03 eta: 17:28:25 time: 0.252 data_time: 0.010 memory: 5036 grad_norm: 9.2119 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0872 loss: 2.0872 2022/06/26 21:22:05 - mmengine - INFO - Epoch(train) [117][1020/3757] lr: 2.808e-03 eta: 17:28:20 time: 0.271 data_time: 0.022 memory: 5036 grad_norm: 9.6900 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.6956 loss: 1.6956 2022/06/26 21:22:11 - mmengine - INFO - Epoch(train) [117][1040/3757] lr: 2.808e-03 eta: 17:28:15 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 9.0598 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.3906 loss: 2.3906 2022/06/26 21:22:16 - mmengine - INFO - Epoch(train) [117][1060/3757] lr: 2.808e-03 eta: 17:28:10 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 9.0452 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3118 loss: 2.3118 2022/06/26 21:22:21 - mmengine - INFO - Epoch(train) [117][1080/3757] lr: 2.808e-03 eta: 17:28:04 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 8.0974 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9545 loss: 1.9545 2022/06/26 21:22:26 - mmengine - INFO - Epoch(train) [117][1100/3757] lr: 2.808e-03 eta: 17:27:59 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.6245 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0365 loss: 2.0365 2022/06/26 21:22:32 - mmengine - INFO - Epoch(train) [117][1120/3757] lr: 2.808e-03 eta: 17:27:54 time: 0.254 data_time: 0.004 memory: 5036 grad_norm: 9.2963 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2320 loss: 2.2320 2022/06/26 21:22:37 - mmengine - INFO - Epoch(train) [117][1140/3757] lr: 2.808e-03 eta: 17:27:48 time: 0.259 data_time: 0.010 memory: 5036 grad_norm: 8.3529 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1385 loss: 2.1385 2022/06/26 21:22:42 - mmengine - INFO - Epoch(train) [117][1160/3757] lr: 2.808e-03 eta: 17:27:43 time: 0.262 data_time: 0.018 memory: 5036 grad_norm: 8.1765 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5698 loss: 2.5698 2022/06/26 21:22:47 - mmengine - INFO - Epoch(train) [117][1180/3757] lr: 2.808e-03 eta: 17:27:38 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 8.0850 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1196 loss: 2.1196 2022/06/26 21:22:49 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 21:22:52 - mmengine - INFO - Epoch(train) [117][1200/3757] lr: 2.808e-03 eta: 17:27:33 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 9.0070 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.4744 loss: 2.4744 2022/06/26 21:22:58 - mmengine - INFO - Epoch(train) [117][1220/3757] lr: 2.808e-03 eta: 17:27:27 time: 0.252 data_time: 0.004 memory: 5036 grad_norm: 7.4154 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.4820 loss: 2.4820 2022/06/26 21:23:03 - mmengine - INFO - Epoch(train) [117][1240/3757] lr: 2.808e-03 eta: 17:27:22 time: 0.253 data_time: 0.008 memory: 5036 grad_norm: 8.3462 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.2068 loss: 2.2068 2022/06/26 21:23:08 - mmengine - INFO - Epoch(train) [117][1260/3757] lr: 2.808e-03 eta: 17:27:17 time: 0.263 data_time: 0.009 memory: 5036 grad_norm: 8.3528 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0465 loss: 2.0465 2022/06/26 21:23:13 - mmengine - INFO - Epoch(train) [117][1280/3757] lr: 2.808e-03 eta: 17:27:11 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 9.2539 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0358 loss: 2.0358 2022/06/26 21:23:19 - mmengine - INFO - Epoch(train) [117][1300/3757] lr: 2.808e-03 eta: 17:27:06 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 8.5891 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.8146 loss: 1.8146 2022/06/26 21:23:24 - mmengine - INFO - Epoch(train) [117][1320/3757] lr: 2.808e-03 eta: 17:27:01 time: 0.247 data_time: 0.006 memory: 5036 grad_norm: 7.7946 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0434 loss: 2.0434 2022/06/26 21:23:29 - mmengine - INFO - Epoch(train) [117][1340/3757] lr: 2.808e-03 eta: 17:26:56 time: 0.253 data_time: 0.010 memory: 5036 grad_norm: 8.2718 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.2246 loss: 2.2246 2022/06/26 21:23:35 - mmengine - INFO - Epoch(train) [117][1360/3757] lr: 2.808e-03 eta: 17:26:50 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 8.5989 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7634 loss: 1.7634 2022/06/26 21:23:40 - mmengine - INFO - Epoch(train) [117][1380/3757] lr: 2.808e-03 eta: 17:26:45 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 8.8418 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9217 loss: 1.9217 2022/06/26 21:23:45 - mmengine - INFO - Epoch(train) [117][1400/3757] lr: 2.808e-03 eta: 17:26:40 time: 0.264 data_time: 0.008 memory: 5036 grad_norm: 8.5931 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.1330 loss: 2.1330 2022/06/26 21:23:51 - mmengine - INFO - Epoch(train) [117][1420/3757] lr: 2.808e-03 eta: 17:26:35 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 7.9768 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2083 loss: 2.2083 2022/06/26 21:23:56 - mmengine - INFO - Epoch(train) [117][1440/3757] lr: 2.808e-03 eta: 17:26:29 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 8.5914 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.7394 loss: 1.7394 2022/06/26 21:24:01 - mmengine - INFO - Epoch(train) [117][1460/3757] lr: 2.808e-03 eta: 17:26:24 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 8.6074 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.4916 loss: 2.4916 2022/06/26 21:24:06 - mmengine - INFO - Epoch(train) [117][1480/3757] lr: 2.808e-03 eta: 17:26:19 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 9.1405 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2212 loss: 2.2212 2022/06/26 21:24:12 - mmengine - INFO - Epoch(train) [117][1500/3757] lr: 2.808e-03 eta: 17:26:14 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 8.7151 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9428 loss: 1.9428 2022/06/26 21:24:17 - mmengine - INFO - Epoch(train) [117][1520/3757] lr: 2.808e-03 eta: 17:26:08 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 8.7228 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9929 loss: 1.9929 2022/06/26 21:24:22 - mmengine - INFO - Epoch(train) [117][1540/3757] lr: 2.808e-03 eta: 17:26:03 time: 0.251 data_time: 0.007 memory: 5036 grad_norm: 8.8984 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5781 loss: 2.5781 2022/06/26 21:24:27 - mmengine - INFO - Epoch(train) [117][1560/3757] lr: 2.808e-03 eta: 17:25:58 time: 0.251 data_time: 0.009 memory: 5036 grad_norm: 10.5912 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4627 loss: 2.4627 2022/06/26 21:24:32 - mmengine - INFO - Epoch(train) [117][1580/3757] lr: 2.808e-03 eta: 17:25:53 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 9.3326 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.1246 loss: 2.1246 2022/06/26 21:24:38 - mmengine - INFO - Epoch(train) [117][1600/3757] lr: 2.808e-03 eta: 17:25:47 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 8.8930 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.1785 loss: 2.1785 2022/06/26 21:24:43 - mmengine - INFO - Epoch(train) [117][1620/3757] lr: 2.808e-03 eta: 17:25:42 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 8.2714 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9996 loss: 1.9996 2022/06/26 21:24:48 - mmengine - INFO - Epoch(train) [117][1640/3757] lr: 2.808e-03 eta: 17:25:37 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 8.7491 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.4601 loss: 2.4601 2022/06/26 21:24:53 - mmengine - INFO - Epoch(train) [117][1660/3757] lr: 2.808e-03 eta: 17:25:31 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 7.6211 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0884 loss: 2.0884 2022/06/26 21:24:58 - mmengine - INFO - Epoch(train) [117][1680/3757] lr: 2.808e-03 eta: 17:25:26 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 9.9357 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2677 loss: 2.2677 2022/06/26 21:25:03 - mmengine - INFO - Epoch(train) [117][1700/3757] lr: 2.808e-03 eta: 17:25:21 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 7.5669 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2906 loss: 2.2906 2022/06/26 21:25:09 - mmengine - INFO - Epoch(train) [117][1720/3757] lr: 2.808e-03 eta: 17:25:15 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 8.8509 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8625 loss: 1.8625 2022/06/26 21:25:14 - mmengine - INFO - Epoch(train) [117][1740/3757] lr: 2.808e-03 eta: 17:25:10 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 8.1690 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2494 loss: 2.2494 2022/06/26 21:25:19 - mmengine - INFO - Epoch(train) [117][1760/3757] lr: 2.808e-03 eta: 17:25:05 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 8.1110 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.2733 loss: 2.2733 2022/06/26 21:25:24 - mmengine - INFO - Epoch(train) [117][1780/3757] lr: 2.808e-03 eta: 17:25:00 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 9.3230 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.3971 loss: 2.3971 2022/06/26 21:25:30 - mmengine - INFO - Epoch(train) [117][1800/3757] lr: 2.808e-03 eta: 17:24:54 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.6891 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1296 loss: 2.1296 2022/06/26 21:25:35 - mmengine - INFO - Epoch(train) [117][1820/3757] lr: 2.808e-03 eta: 17:24:49 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 9.5297 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5062 loss: 1.5062 2022/06/26 21:25:40 - mmengine - INFO - Epoch(train) [117][1840/3757] lr: 2.808e-03 eta: 17:24:44 time: 0.274 data_time: 0.006 memory: 5036 grad_norm: 9.3223 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9669 loss: 1.9669 2022/06/26 21:25:45 - mmengine - INFO - Epoch(train) [117][1860/3757] lr: 2.808e-03 eta: 17:24:38 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.4292 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0336 loss: 2.0336 2022/06/26 21:25:51 - mmengine - INFO - Epoch(train) [117][1880/3757] lr: 2.808e-03 eta: 17:24:33 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 7.6977 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3865 loss: 2.3865 2022/06/26 21:25:56 - mmengine - INFO - Epoch(train) [117][1900/3757] lr: 2.808e-03 eta: 17:24:28 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 8.4346 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2697 loss: 2.2697 2022/06/26 21:26:01 - mmengine - INFO - Epoch(train) [117][1920/3757] lr: 2.808e-03 eta: 17:24:23 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 9.0229 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3517 loss: 2.3517 2022/06/26 21:26:06 - mmengine - INFO - Epoch(train) [117][1940/3757] lr: 2.808e-03 eta: 17:24:17 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 8.8639 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0391 loss: 2.0391 2022/06/26 21:26:12 - mmengine - INFO - Epoch(train) [117][1960/3757] lr: 2.808e-03 eta: 17:24:12 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 9.8069 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0369 loss: 2.0369 2022/06/26 21:26:17 - mmengine - INFO - Epoch(train) [117][1980/3757] lr: 2.808e-03 eta: 17:24:07 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.4650 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7399 loss: 1.7399 2022/06/26 21:26:22 - mmengine - INFO - Epoch(train) [117][2000/3757] lr: 2.808e-03 eta: 17:24:02 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 9.3706 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.1657 loss: 2.1657 2022/06/26 21:26:27 - mmengine - INFO - Epoch(train) [117][2020/3757] lr: 2.808e-03 eta: 17:23:56 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 9.1021 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.3535 loss: 2.3535 2022/06/26 21:26:32 - mmengine - INFO - Epoch(train) [117][2040/3757] lr: 2.808e-03 eta: 17:23:51 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 8.6141 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.8093 loss: 1.8093 2022/06/26 21:26:38 - mmengine - INFO - Epoch(train) [117][2060/3757] lr: 2.808e-03 eta: 17:23:46 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 9.1290 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0311 loss: 2.0311 2022/06/26 21:26:43 - mmengine - INFO - Epoch(train) [117][2080/3757] lr: 2.808e-03 eta: 17:23:40 time: 0.261 data_time: 0.012 memory: 5036 grad_norm: 8.3249 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1892 loss: 2.1892 2022/06/26 21:26:48 - mmengine - INFO - Epoch(train) [117][2100/3757] lr: 2.808e-03 eta: 17:23:35 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 9.0949 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0032 loss: 2.0032 2022/06/26 21:26:53 - mmengine - INFO - Epoch(train) [117][2120/3757] lr: 2.808e-03 eta: 17:23:30 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 8.5670 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.0419 loss: 2.0419 2022/06/26 21:26:58 - mmengine - INFO - Epoch(train) [117][2140/3757] lr: 2.808e-03 eta: 17:23:24 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 7.4495 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9625 loss: 1.9625 2022/06/26 21:27:04 - mmengine - INFO - Epoch(train) [117][2160/3757] lr: 2.808e-03 eta: 17:23:19 time: 0.264 data_time: 0.006 memory: 5036 grad_norm: 9.1106 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.2876 loss: 2.2876 2022/06/26 21:27:09 - mmengine - INFO - Epoch(train) [117][2180/3757] lr: 2.808e-03 eta: 17:23:14 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 8.6739 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7337 loss: 1.7337 2022/06/26 21:27:11 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 21:27:14 - mmengine - INFO - Epoch(train) [117][2200/3757] lr: 2.808e-03 eta: 17:23:09 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 10.3976 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.2231 loss: 2.2231 2022/06/26 21:27:19 - mmengine - INFO - Epoch(train) [117][2220/3757] lr: 2.808e-03 eta: 17:23:03 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 9.0370 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7637 loss: 1.7637 2022/06/26 21:27:24 - mmengine - INFO - Epoch(train) [117][2240/3757] lr: 2.808e-03 eta: 17:22:58 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 8.7303 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7356 loss: 1.7356 2022/06/26 21:27:30 - mmengine - INFO - Epoch(train) [117][2260/3757] lr: 2.808e-03 eta: 17:22:53 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 7.9163 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7437 loss: 1.7437 2022/06/26 21:27:35 - mmengine - INFO - Epoch(train) [117][2280/3757] lr: 2.808e-03 eta: 17:22:48 time: 0.262 data_time: 0.009 memory: 5036 grad_norm: 8.3473 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.8126 loss: 1.8126 2022/06/26 21:27:40 - mmengine - INFO - Epoch(train) [117][2300/3757] lr: 2.808e-03 eta: 17:22:42 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 9.2573 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3344 loss: 2.3344 2022/06/26 21:27:45 - mmengine - INFO - Epoch(train) [117][2320/3757] lr: 2.808e-03 eta: 17:22:37 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 7.9552 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2181 loss: 2.2181 2022/06/26 21:27:51 - mmengine - INFO - Epoch(train) [117][2340/3757] lr: 2.808e-03 eta: 17:22:32 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 8.0409 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.5842 loss: 1.5842 2022/06/26 21:27:56 - mmengine - INFO - Epoch(train) [117][2360/3757] lr: 2.808e-03 eta: 17:22:26 time: 0.351 data_time: 0.018 memory: 5036 grad_norm: 7.7820 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.1553 loss: 2.1553 2022/06/26 21:28:01 - mmengine - INFO - Epoch(train) [117][2380/3757] lr: 2.808e-03 eta: 17:22:21 time: 0.255 data_time: 0.008 memory: 5036 grad_norm: 7.8724 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.9961 loss: 1.9961 2022/06/26 21:28:07 - mmengine - INFO - Epoch(train) [117][2400/3757] lr: 2.808e-03 eta: 17:22:16 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 8.9976 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0988 loss: 2.0988 2022/06/26 21:28:12 - mmengine - INFO - Epoch(train) [117][2420/3757] lr: 2.808e-03 eta: 17:22:11 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 7.4691 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.3478 loss: 2.3478 2022/06/26 21:28:17 - mmengine - INFO - Epoch(train) [117][2440/3757] lr: 2.808e-03 eta: 17:22:05 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 9.8364 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.3936 loss: 2.3936 2022/06/26 21:28:22 - mmengine - INFO - Epoch(train) [117][2460/3757] lr: 2.808e-03 eta: 17:22:00 time: 0.255 data_time: 0.012 memory: 5036 grad_norm: 8.3296 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.0942 loss: 2.0942 2022/06/26 21:28:28 - mmengine - INFO - Epoch(train) [117][2480/3757] lr: 2.808e-03 eta: 17:21:55 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 7.9353 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.4225 loss: 2.4225 2022/06/26 21:28:33 - mmengine - INFO - Epoch(train) [117][2500/3757] lr: 2.808e-03 eta: 17:21:50 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 8.1289 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8130 loss: 1.8130 2022/06/26 21:28:38 - mmengine - INFO - Epoch(train) [117][2520/3757] lr: 2.808e-03 eta: 17:21:44 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 7.7698 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.2794 loss: 2.2794 2022/06/26 21:28:44 - mmengine - INFO - Epoch(train) [117][2540/3757] lr: 2.808e-03 eta: 17:21:39 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 9.9266 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.8543 loss: 1.8543 2022/06/26 21:28:49 - mmengine - INFO - Epoch(train) [117][2560/3757] lr: 2.808e-03 eta: 17:21:34 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 9.0575 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5537 loss: 1.5537 2022/06/26 21:28:54 - mmengine - INFO - Epoch(train) [117][2580/3757] lr: 2.808e-03 eta: 17:21:29 time: 0.261 data_time: 0.015 memory: 5036 grad_norm: 8.3555 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1530 loss: 2.1530 2022/06/26 21:28:59 - mmengine - INFO - Epoch(train) [117][2600/3757] lr: 2.808e-03 eta: 17:21:23 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 7.9235 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 2.6215 loss: 2.6215 2022/06/26 21:29:04 - mmengine - INFO - Epoch(train) [117][2620/3757] lr: 2.808e-03 eta: 17:21:18 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 7.5378 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.7589 loss: 1.7589 2022/06/26 21:29:10 - mmengine - INFO - Epoch(train) [117][2640/3757] lr: 2.808e-03 eta: 17:21:13 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 9.6241 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6474 loss: 2.6474 2022/06/26 21:29:15 - mmengine - INFO - Epoch(train) [117][2660/3757] lr: 2.808e-03 eta: 17:21:07 time: 0.264 data_time: 0.006 memory: 5036 grad_norm: 7.9087 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.1240 loss: 2.1240 2022/06/26 21:29:20 - mmengine - INFO - Epoch(train) [117][2680/3757] lr: 2.808e-03 eta: 17:21:02 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 9.5626 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1078 loss: 2.1078 2022/06/26 21:29:25 - mmengine - INFO - Epoch(train) [117][2700/3757] lr: 2.808e-03 eta: 17:20:57 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 9.8612 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1569 loss: 2.1569 2022/06/26 21:29:30 - mmengine - INFO - Epoch(train) [117][2720/3757] lr: 2.808e-03 eta: 17:20:52 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 7.9677 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.9640 loss: 1.9640 2022/06/26 21:29:36 - mmengine - INFO - Epoch(train) [117][2740/3757] lr: 2.808e-03 eta: 17:20:46 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 8.3347 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9975 loss: 1.9975 2022/06/26 21:29:42 - mmengine - INFO - Epoch(train) [117][2760/3757] lr: 2.808e-03 eta: 17:20:41 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 8.6442 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 1.9453 loss: 1.9453 2022/06/26 21:29:47 - mmengine - INFO - Epoch(train) [117][2780/3757] lr: 2.808e-03 eta: 17:20:36 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.7226 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2617 loss: 2.2617 2022/06/26 21:29:52 - mmengine - INFO - Epoch(train) [117][2800/3757] lr: 2.808e-03 eta: 17:20:31 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 10.3963 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2935 loss: 2.2935 2022/06/26 21:29:57 - mmengine - INFO - Epoch(train) [117][2820/3757] lr: 2.808e-03 eta: 17:20:26 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 9.6948 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0472 loss: 2.0472 2022/06/26 21:30:03 - mmengine - INFO - Epoch(train) [117][2840/3757] lr: 2.808e-03 eta: 17:20:20 time: 0.248 data_time: 0.007 memory: 5036 grad_norm: 9.4326 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.4861 loss: 2.4861 2022/06/26 21:30:08 - mmengine - INFO - Epoch(train) [117][2860/3757] lr: 2.808e-03 eta: 17:20:15 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 7.6383 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2015 loss: 2.2015 2022/06/26 21:30:13 - mmengine - INFO - Epoch(train) [117][2880/3757] lr: 2.808e-03 eta: 17:20:10 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 9.6217 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9622 loss: 1.9622 2022/06/26 21:30:18 - mmengine - INFO - Epoch(train) [117][2900/3757] lr: 2.808e-03 eta: 17:20:04 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 7.9806 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4003 loss: 2.4003 2022/06/26 21:30:23 - mmengine - INFO - Epoch(train) [117][2920/3757] lr: 2.808e-03 eta: 17:19:59 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 7.7997 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9602 loss: 1.9602 2022/06/26 21:30:28 - mmengine - INFO - Epoch(train) [117][2940/3757] lr: 2.808e-03 eta: 17:19:54 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 8.6864 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.9816 loss: 1.9816 2022/06/26 21:30:34 - mmengine - INFO - Epoch(train) [117][2960/3757] lr: 2.808e-03 eta: 17:19:48 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 8.8038 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5356 loss: 2.5356 2022/06/26 21:30:39 - mmengine - INFO - Epoch(train) [117][2980/3757] lr: 2.808e-03 eta: 17:19:43 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 8.8702 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.9968 loss: 1.9968 2022/06/26 21:30:44 - mmengine - INFO - Epoch(train) [117][3000/3757] lr: 2.808e-03 eta: 17:19:38 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 9.1855 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.2272 loss: 2.2272 2022/06/26 21:30:49 - mmengine - INFO - Epoch(train) [117][3020/3757] lr: 2.808e-03 eta: 17:19:33 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 8.1237 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.9226 loss: 1.9226 2022/06/26 21:30:55 - mmengine - INFO - Epoch(train) [117][3040/3757] lr: 2.808e-03 eta: 17:19:27 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 9.7314 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8897 loss: 1.8897 2022/06/26 21:31:00 - mmengine - INFO - Epoch(train) [117][3060/3757] lr: 2.808e-03 eta: 17:19:22 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 7.2977 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.0812 loss: 2.0812 2022/06/26 21:31:05 - mmengine - INFO - Epoch(train) [117][3080/3757] lr: 2.808e-03 eta: 17:19:17 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 8.6670 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8795 loss: 1.8795 2022/06/26 21:31:11 - mmengine - INFO - Epoch(train) [117][3100/3757] lr: 2.808e-03 eta: 17:19:12 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.5134 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1931 loss: 2.1931 2022/06/26 21:31:16 - mmengine - INFO - Epoch(train) [117][3120/3757] lr: 2.808e-03 eta: 17:19:06 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 8.2695 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8071 loss: 1.8071 2022/06/26 21:31:21 - mmengine - INFO - Epoch(train) [117][3140/3757] lr: 2.808e-03 eta: 17:19:01 time: 0.265 data_time: 0.011 memory: 5036 grad_norm: 8.9575 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.8550 loss: 1.8550 2022/06/26 21:31:26 - mmengine - INFO - Epoch(train) [117][3160/3757] lr: 2.808e-03 eta: 17:18:56 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 8.4843 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.8392 loss: 2.8392 2022/06/26 21:31:31 - mmengine - INFO - Epoch(train) [117][3180/3757] lr: 2.808e-03 eta: 17:18:50 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 7.9849 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9945 loss: 1.9945 2022/06/26 21:31:33 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 21:31:36 - mmengine - INFO - Epoch(train) [117][3200/3757] lr: 2.808e-03 eta: 17:18:45 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 8.9403 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3209 loss: 2.3209 2022/06/26 21:31:42 - mmengine - INFO - Epoch(train) [117][3220/3757] lr: 2.808e-03 eta: 17:18:40 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 9.3074 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7945 loss: 1.7945 2022/06/26 21:31:47 - mmengine - INFO - Epoch(train) [117][3240/3757] lr: 2.808e-03 eta: 17:18:35 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 7.4209 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8766 loss: 1.8766 2022/06/26 21:31:52 - mmengine - INFO - Epoch(train) [117][3260/3757] lr: 2.808e-03 eta: 17:18:29 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 8.8232 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3667 loss: 2.3667 2022/06/26 21:31:57 - mmengine - INFO - Epoch(train) [117][3280/3757] lr: 2.808e-03 eta: 17:18:24 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 9.9610 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.0421 loss: 2.0421 2022/06/26 21:32:03 - mmengine - INFO - Epoch(train) [117][3300/3757] lr: 2.808e-03 eta: 17:18:19 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 9.1812 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.0059 loss: 2.0059 2022/06/26 21:32:08 - mmengine - INFO - Epoch(train) [117][3320/3757] lr: 2.808e-03 eta: 17:18:14 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 7.4746 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8109 loss: 1.8109 2022/06/26 21:32:13 - mmengine - INFO - Epoch(train) [117][3340/3757] lr: 2.808e-03 eta: 17:18:08 time: 0.260 data_time: 0.013 memory: 5036 grad_norm: 8.4029 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0291 loss: 2.0291 2022/06/26 21:32:19 - mmengine - INFO - Epoch(train) [117][3360/3757] lr: 2.808e-03 eta: 17:18:03 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 8.9446 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1666 loss: 2.1666 2022/06/26 21:32:24 - mmengine - INFO - Epoch(train) [117][3380/3757] lr: 2.808e-03 eta: 17:17:58 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 8.9421 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.6143 loss: 1.6143 2022/06/26 21:32:29 - mmengine - INFO - Epoch(train) [117][3400/3757] lr: 2.808e-03 eta: 17:17:52 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 8.2211 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.0628 loss: 2.0628 2022/06/26 21:32:34 - mmengine - INFO - Epoch(train) [117][3420/3757] lr: 2.808e-03 eta: 17:17:47 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 9.3279 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3589 loss: 2.3589 2022/06/26 21:32:40 - mmengine - INFO - Epoch(train) [117][3440/3757] lr: 2.808e-03 eta: 17:17:42 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 7.9320 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6823 loss: 1.6823 2022/06/26 21:32:45 - mmengine - INFO - Epoch(train) [117][3460/3757] lr: 2.808e-03 eta: 17:17:37 time: 0.257 data_time: 0.010 memory: 5036 grad_norm: 9.1528 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.2111 loss: 2.2111 2022/06/26 21:32:50 - mmengine - INFO - Epoch(train) [117][3480/3757] lr: 2.808e-03 eta: 17:17:31 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 9.5906 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0467 loss: 2.0467 2022/06/26 21:32:55 - mmengine - INFO - Epoch(train) [117][3500/3757] lr: 2.808e-03 eta: 17:17:26 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 9.8341 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8819 loss: 1.8819 2022/06/26 21:33:00 - mmengine - INFO - Epoch(train) [117][3520/3757] lr: 2.808e-03 eta: 17:17:21 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 9.0718 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7519 loss: 1.7519 2022/06/26 21:33:06 - mmengine - INFO - Epoch(train) [117][3540/3757] lr: 2.808e-03 eta: 17:17:15 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 8.6169 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 1.9559 loss: 1.9559 2022/06/26 21:33:11 - mmengine - INFO - Epoch(train) [117][3560/3757] lr: 2.808e-03 eta: 17:17:10 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 8.2999 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3027 loss: 2.3027 2022/06/26 21:33:17 - mmengine - INFO - Epoch(train) [117][3580/3757] lr: 2.808e-03 eta: 17:17:05 time: 0.285 data_time: 0.007 memory: 5036 grad_norm: 8.4183 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3792 loss: 2.3792 2022/06/26 21:33:22 - mmengine - INFO - Epoch(train) [117][3600/3757] lr: 2.808e-03 eta: 17:17:00 time: 0.255 data_time: 0.010 memory: 5036 grad_norm: 9.2075 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1722 loss: 2.1722 2022/06/26 21:33:27 - mmengine - INFO - Epoch(train) [117][3620/3757] lr: 2.808e-03 eta: 17:16:55 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 7.7096 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.3962 loss: 2.3962 2022/06/26 21:33:32 - mmengine - INFO - Epoch(train) [117][3640/3757] lr: 2.808e-03 eta: 17:16:49 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 7.7187 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0077 loss: 2.0077 2022/06/26 21:33:38 - mmengine - INFO - Epoch(train) [117][3660/3757] lr: 2.808e-03 eta: 17:16:44 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 9.2603 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3711 loss: 2.3711 2022/06/26 21:33:43 - mmengine - INFO - Epoch(train) [117][3680/3757] lr: 2.808e-03 eta: 17:16:39 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 10.7281 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1169 loss: 2.1169 2022/06/26 21:33:48 - mmengine - INFO - Epoch(train) [117][3700/3757] lr: 2.808e-03 eta: 17:16:33 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 10.1944 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2488 loss: 2.2488 2022/06/26 21:33:53 - mmengine - INFO - Epoch(train) [117][3720/3757] lr: 2.808e-03 eta: 17:16:28 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 9.4919 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.2974 loss: 2.2974 2022/06/26 21:33:58 - mmengine - INFO - Epoch(train) [117][3740/3757] lr: 2.808e-03 eta: 17:16:23 time: 0.244 data_time: 0.006 memory: 5036 grad_norm: 9.6544 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0524 loss: 2.0524 2022/06/26 21:34:02 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 21:34:02 - mmengine - INFO - Saving checkpoint at 117 epochs 2022/06/26 21:34:16 - mmengine - INFO - Epoch(val) [117][20/310] eta: 0:01:44 time: 0.107 data_time: 0.005 memory: 5036 2022/06/26 21:34:20 - mmengine - INFO - Epoch(val) [117][40/310] eta: 0:01:32 time: 0.116 data_time: 0.007 memory: 1723 2022/06/26 21:34:25 - mmengine - INFO - Epoch(val) [117][60/310] eta: 0:00:26 time: 0.108 data_time: 0.002 memory: 1723 2022/06/26 21:34:30 - mmengine - INFO - Epoch(val) [117][80/310] eta: 0:00:24 time: 0.103 data_time: 0.002 memory: 1723 2022/06/26 21:34:37 - mmengine - INFO - Epoch(val) [117][100/310] eta: 0:01:15 time: 0.109 data_time: 0.001 memory: 1723 2022/06/26 21:34:41 - mmengine - INFO - Epoch(val) [117][120/310] eta: 0:00:59 time: 0.107 data_time: 0.005 memory: 1723 2022/06/26 21:34:46 - mmengine - INFO - Epoch(val) [117][140/310] eta: 0:00:18 time: 0.106 data_time: 0.002 memory: 1723 2022/06/26 21:34:51 - mmengine - INFO - Epoch(val) [117][160/310] eta: 0:00:15 time: 0.105 data_time: 0.002 memory: 1723 2022/06/26 21:34:57 - mmengine - INFO - Epoch(val) [117][180/310] eta: 0:00:45 time: 0.132 data_time: 0.031 memory: 1723 2022/06/26 21:35:02 - mmengine - INFO - Epoch(val) [117][200/310] eta: 0:00:40 time: 0.100 data_time: 0.002 memory: 1723 2022/06/26 21:35:07 - mmengine - INFO - Epoch(val) [117][220/310] eta: 0:00:13 time: 0.108 data_time: 0.001 memory: 1723 2022/06/26 21:35:12 - mmengine - INFO - Epoch(val) [117][240/310] eta: 0:00:07 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 21:35:19 - mmengine - INFO - Epoch(val) [117][260/310] eta: 0:00:17 time: 0.444 data_time: 0.343 memory: 1723 2022/06/26 21:35:22 - mmengine - INFO - Epoch(val) [117][280/310] eta: 0:00:08 time: 0.115 data_time: 0.002 memory: 1723 2022/06/26 21:35:25 - mmengine - INFO - Epoch(val) [117][300/310] eta: 0:00:01 time: 0.097 data_time: 0.001 memory: 1723 2022/06/26 21:35:27 - mmengine - INFO - Epoch(val) [117][310/310] acc/top1: 0.5609 acc/top5: 0.7946 acc/mean1: 0.5608 2022/06/26 21:35:37 - mmengine - INFO - Epoch(train) [118][20/3757] lr: 2.730e-03 eta: 17:16:15 time: 0.272 data_time: 0.003 memory: 5036 grad_norm: 9.3309 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9692 loss: 1.9692 2022/06/26 21:35:42 - mmengine - INFO - Epoch(train) [118][40/3757] lr: 2.730e-03 eta: 17:16:09 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 8.2350 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4349 loss: 2.4349 2022/06/26 21:35:48 - mmengine - INFO - Epoch(train) [118][60/3757] lr: 2.730e-03 eta: 17:16:04 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 9.6713 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0096 loss: 2.0096 2022/06/26 21:35:53 - mmengine - INFO - Epoch(train) [118][80/3757] lr: 2.730e-03 eta: 17:15:59 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 10.5776 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.7633 loss: 1.7633 2022/06/26 21:35:58 - mmengine - INFO - Epoch(train) [118][100/3757] lr: 2.730e-03 eta: 17:15:54 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 8.8591 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3436 loss: 2.3436 2022/06/26 21:36:04 - mmengine - INFO - Epoch(train) [118][120/3757] lr: 2.730e-03 eta: 17:15:49 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 7.1594 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9492 loss: 1.9492 2022/06/26 21:36:09 - mmengine - INFO - Epoch(train) [118][140/3757] lr: 2.730e-03 eta: 17:15:43 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 9.5389 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3286 loss: 2.3286 2022/06/26 21:36:14 - mmengine - INFO - Epoch(train) [118][160/3757] lr: 2.730e-03 eta: 17:15:38 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 8.9560 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2048 loss: 2.2048 2022/06/26 21:36:20 - mmengine - INFO - Epoch(train) [118][180/3757] lr: 2.730e-03 eta: 17:15:33 time: 0.273 data_time: 0.003 memory: 5036 grad_norm: 8.3299 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.8839 loss: 1.8839 2022/06/26 21:36:25 - mmengine - INFO - Epoch(train) [118][200/3757] lr: 2.730e-03 eta: 17:15:28 time: 0.252 data_time: 0.004 memory: 5036 grad_norm: 9.3174 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.3710 loss: 2.3710 2022/06/26 21:36:30 - mmengine - INFO - Epoch(train) [118][220/3757] lr: 2.730e-03 eta: 17:15:22 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 9.5932 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.7424 loss: 1.7424 2022/06/26 21:36:36 - mmengine - INFO - Epoch(train) [118][240/3757] lr: 2.730e-03 eta: 17:15:17 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 8.4863 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8048 loss: 1.8048 2022/06/26 21:36:41 - mmengine - INFO - Epoch(train) [118][260/3757] lr: 2.730e-03 eta: 17:15:12 time: 0.269 data_time: 0.004 memory: 5036 grad_norm: 9.1064 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7956 loss: 1.7956 2022/06/26 21:36:46 - mmengine - INFO - Epoch(train) [118][280/3757] lr: 2.730e-03 eta: 17:15:07 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 7.4709 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8417 loss: 1.8417 2022/06/26 21:36:51 - mmengine - INFO - Epoch(train) [118][300/3757] lr: 2.730e-03 eta: 17:15:01 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 8.6303 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2341 loss: 2.2341 2022/06/26 21:36:57 - mmengine - INFO - Epoch(train) [118][320/3757] lr: 2.730e-03 eta: 17:14:56 time: 0.402 data_time: 0.151 memory: 5036 grad_norm: 6.3969 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.1348 loss: 2.1348 2022/06/26 21:37:02 - mmengine - INFO - Epoch(train) [118][340/3757] lr: 2.730e-03 eta: 17:14:51 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 9.1414 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0104 loss: 2.0104 2022/06/26 21:37:08 - mmengine - INFO - Epoch(train) [118][360/3757] lr: 2.730e-03 eta: 17:14:46 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.5067 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9921 loss: 1.9921 2022/06/26 21:37:13 - mmengine - INFO - Epoch(train) [118][380/3757] lr: 2.730e-03 eta: 17:14:41 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 8.9758 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8639 loss: 1.8639 2022/06/26 21:37:18 - mmengine - INFO - Epoch(train) [118][400/3757] lr: 2.730e-03 eta: 17:14:35 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 9.2471 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.8572 loss: 1.8572 2022/06/26 21:37:24 - mmengine - INFO - Epoch(train) [118][420/3757] lr: 2.730e-03 eta: 17:14:30 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 9.0236 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0622 loss: 2.0622 2022/06/26 21:37:26 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 21:37:29 - mmengine - INFO - Epoch(train) [118][440/3757] lr: 2.730e-03 eta: 17:14:25 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 9.6991 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0352 loss: 2.0352 2022/06/26 21:37:34 - mmengine - INFO - Epoch(train) [118][460/3757] lr: 2.730e-03 eta: 17:14:20 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 8.5417 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2235 loss: 2.2235 2022/06/26 21:37:39 - mmengine - INFO - Epoch(train) [118][480/3757] lr: 2.730e-03 eta: 17:14:14 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 9.3738 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.8571 loss: 1.8571 2022/06/26 21:37:44 - mmengine - INFO - Epoch(train) [118][500/3757] lr: 2.730e-03 eta: 17:14:09 time: 0.249 data_time: 0.007 memory: 5036 grad_norm: 8.2823 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.2338 loss: 2.2338 2022/06/26 21:37:50 - mmengine - INFO - Epoch(train) [118][520/3757] lr: 2.730e-03 eta: 17:14:04 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 8.1482 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8464 loss: 1.8464 2022/06/26 21:37:55 - mmengine - INFO - Epoch(train) [118][540/3757] lr: 2.730e-03 eta: 17:13:58 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 8.6298 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7567 loss: 1.7567 2022/06/26 21:38:00 - mmengine - INFO - Epoch(train) [118][560/3757] lr: 2.730e-03 eta: 17:13:53 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 8.3495 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8681 loss: 1.8681 2022/06/26 21:38:05 - mmengine - INFO - Epoch(train) [118][580/3757] lr: 2.730e-03 eta: 17:13:48 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 7.7233 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.7827 loss: 2.7827 2022/06/26 21:38:10 - mmengine - INFO - Epoch(train) [118][600/3757] lr: 2.730e-03 eta: 17:13:43 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 8.8491 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2352 loss: 2.2352 2022/06/26 21:38:16 - mmengine - INFO - Epoch(train) [118][620/3757] lr: 2.730e-03 eta: 17:13:37 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 8.0387 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.3663 loss: 2.3663 2022/06/26 21:38:21 - mmengine - INFO - Epoch(train) [118][640/3757] lr: 2.730e-03 eta: 17:13:32 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 8.9566 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3734 loss: 2.3734 2022/06/26 21:38:26 - mmengine - INFO - Epoch(train) [118][660/3757] lr: 2.730e-03 eta: 17:13:27 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 9.0822 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3237 loss: 2.3237 2022/06/26 21:38:32 - mmengine - INFO - Epoch(train) [118][680/3757] lr: 2.730e-03 eta: 17:13:22 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 8.5175 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.9353 loss: 1.9353 2022/06/26 21:38:37 - mmengine - INFO - Epoch(train) [118][700/3757] lr: 2.730e-03 eta: 17:13:17 time: 0.345 data_time: 0.007 memory: 5036 grad_norm: 7.9721 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9462 loss: 1.9462 2022/06/26 21:38:43 - mmengine - INFO - Epoch(train) [118][720/3757] lr: 2.730e-03 eta: 17:13:11 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 9.7732 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.2763 loss: 2.2763 2022/06/26 21:38:48 - mmengine - INFO - Epoch(train) [118][740/3757] lr: 2.730e-03 eta: 17:13:06 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 9.4965 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0167 loss: 2.0167 2022/06/26 21:38:53 - mmengine - INFO - Epoch(train) [118][760/3757] lr: 2.730e-03 eta: 17:13:01 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 8.2235 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.8481 loss: 1.8481 2022/06/26 21:38:59 - mmengine - INFO - Epoch(train) [118][780/3757] lr: 2.730e-03 eta: 17:12:56 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 8.7997 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2954 loss: 2.2954 2022/06/26 21:39:04 - mmengine - INFO - Epoch(train) [118][800/3757] lr: 2.730e-03 eta: 17:12:50 time: 0.261 data_time: 0.009 memory: 5036 grad_norm: 9.4062 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.9552 loss: 1.9552 2022/06/26 21:39:09 - mmengine - INFO - Epoch(train) [118][820/3757] lr: 2.730e-03 eta: 17:12:45 time: 0.255 data_time: 0.008 memory: 5036 grad_norm: 8.8748 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7774 loss: 1.7774 2022/06/26 21:39:15 - mmengine - INFO - Epoch(train) [118][840/3757] lr: 2.730e-03 eta: 17:12:40 time: 0.263 data_time: 0.009 memory: 5036 grad_norm: 10.2531 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.9977 loss: 1.9977 2022/06/26 21:39:20 - mmengine - INFO - Epoch(train) [118][860/3757] lr: 2.730e-03 eta: 17:12:35 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 7.8975 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.7177 loss: 1.7177 2022/06/26 21:39:25 - mmengine - INFO - Epoch(train) [118][880/3757] lr: 2.730e-03 eta: 17:12:29 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 9.4233 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2337 loss: 2.2337 2022/06/26 21:39:30 - mmengine - INFO - Epoch(train) [118][900/3757] lr: 2.730e-03 eta: 17:12:24 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 9.7643 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1202 loss: 2.1202 2022/06/26 21:39:36 - mmengine - INFO - Epoch(train) [118][920/3757] lr: 2.730e-03 eta: 17:12:19 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 10.4979 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.2807 loss: 2.2807 2022/06/26 21:39:41 - mmengine - INFO - Epoch(train) [118][940/3757] lr: 2.730e-03 eta: 17:12:14 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 8.5157 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.9637 loss: 1.9637 2022/06/26 21:39:46 - mmengine - INFO - Epoch(train) [118][960/3757] lr: 2.730e-03 eta: 17:12:09 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 9.6014 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0272 loss: 2.0272 2022/06/26 21:39:52 - mmengine - INFO - Epoch(train) [118][980/3757] lr: 2.730e-03 eta: 17:12:03 time: 0.260 data_time: 0.010 memory: 5036 grad_norm: 8.4656 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.0242 loss: 2.0242 2022/06/26 21:39:57 - mmengine - INFO - Epoch(train) [118][1000/3757] lr: 2.730e-03 eta: 17:11:58 time: 0.337 data_time: 0.007 memory: 5036 grad_norm: 8.8003 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9473 loss: 1.9473 2022/06/26 21:40:02 - mmengine - INFO - Epoch(train) [118][1020/3757] lr: 2.730e-03 eta: 17:11:53 time: 0.251 data_time: 0.009 memory: 5036 grad_norm: 8.9628 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.3198 loss: 2.3198 2022/06/26 21:40:07 - mmengine - INFO - Epoch(train) [118][1040/3757] lr: 2.730e-03 eta: 17:11:47 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 9.3311 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6950 loss: 1.6950 2022/06/26 21:40:13 - mmengine - INFO - Epoch(train) [118][1060/3757] lr: 2.730e-03 eta: 17:11:42 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 9.2519 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3874 loss: 2.3874 2022/06/26 21:40:18 - mmengine - INFO - Epoch(train) [118][1080/3757] lr: 2.730e-03 eta: 17:11:37 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 10.4907 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9134 loss: 1.9134 2022/06/26 21:40:23 - mmengine - INFO - Epoch(train) [118][1100/3757] lr: 2.730e-03 eta: 17:11:32 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 7.6432 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.1105 loss: 2.1105 2022/06/26 21:40:28 - mmengine - INFO - Epoch(train) [118][1120/3757] lr: 2.730e-03 eta: 17:11:26 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 8.3683 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.7726 loss: 1.7726 2022/06/26 21:40:33 - mmengine - INFO - Epoch(train) [118][1140/3757] lr: 2.730e-03 eta: 17:11:21 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 7.9442 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1798 loss: 2.1798 2022/06/26 21:40:39 - mmengine - INFO - Epoch(train) [118][1160/3757] lr: 2.730e-03 eta: 17:11:16 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 8.6198 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2002 loss: 2.2002 2022/06/26 21:40:44 - mmengine - INFO - Epoch(train) [118][1180/3757] lr: 2.730e-03 eta: 17:11:10 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 10.5606 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6001 loss: 2.6001 2022/06/26 21:40:49 - mmengine - INFO - Epoch(train) [118][1200/3757] lr: 2.730e-03 eta: 17:11:05 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 8.7824 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5958 loss: 1.5958 2022/06/26 21:40:54 - mmengine - INFO - Epoch(train) [118][1220/3757] lr: 2.730e-03 eta: 17:11:00 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 9.0944 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0628 loss: 2.0628 2022/06/26 21:40:59 - mmengine - INFO - Epoch(train) [118][1240/3757] lr: 2.730e-03 eta: 17:10:54 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 9.1229 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0617 loss: 2.0617 2022/06/26 21:41:05 - mmengine - INFO - Epoch(train) [118][1260/3757] lr: 2.730e-03 eta: 17:10:49 time: 0.255 data_time: 0.008 memory: 5036 grad_norm: 9.2432 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.3947 loss: 2.3947 2022/06/26 21:41:10 - mmengine - INFO - Epoch(train) [118][1280/3757] lr: 2.730e-03 eta: 17:10:44 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 7.7466 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0973 loss: 2.0973 2022/06/26 21:41:15 - mmengine - INFO - Epoch(train) [118][1300/3757] lr: 2.730e-03 eta: 17:10:39 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 8.3983 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9759 loss: 1.9759 2022/06/26 21:41:20 - mmengine - INFO - Epoch(train) [118][1320/3757] lr: 2.730e-03 eta: 17:10:33 time: 0.267 data_time: 0.007 memory: 5036 grad_norm: 10.4116 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.1079 loss: 2.1079 2022/06/26 21:41:25 - mmengine - INFO - Epoch(train) [118][1340/3757] lr: 2.730e-03 eta: 17:10:28 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 8.2052 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9882 loss: 1.9882 2022/06/26 21:41:31 - mmengine - INFO - Epoch(train) [118][1360/3757] lr: 2.730e-03 eta: 17:10:23 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 8.6463 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.2412 loss: 2.2412 2022/06/26 21:41:36 - mmengine - INFO - Epoch(train) [118][1380/3757] lr: 2.730e-03 eta: 17:10:17 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 9.1304 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.7756 loss: 1.7756 2022/06/26 21:41:41 - mmengine - INFO - Epoch(train) [118][1400/3757] lr: 2.730e-03 eta: 17:10:12 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 9.0938 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2256 loss: 2.2256 2022/06/26 21:41:46 - mmengine - INFO - Epoch(train) [118][1420/3757] lr: 2.730e-03 eta: 17:10:07 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 8.3035 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.8098 loss: 1.8098 2022/06/26 21:41:50 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 21:41:52 - mmengine - INFO - Epoch(train) [118][1440/3757] lr: 2.730e-03 eta: 17:10:02 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 7.7334 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.5004 loss: 2.5004 2022/06/26 21:41:57 - mmengine - INFO - Epoch(train) [118][1460/3757] lr: 2.730e-03 eta: 17:09:56 time: 0.268 data_time: 0.009 memory: 5036 grad_norm: 7.2629 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0821 loss: 2.0821 2022/06/26 21:42:02 - mmengine - INFO - Epoch(train) [118][1480/3757] lr: 2.730e-03 eta: 17:09:51 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 7.6749 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9300 loss: 1.9300 2022/06/26 21:42:08 - mmengine - INFO - Epoch(train) [118][1500/3757] lr: 2.730e-03 eta: 17:09:46 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 8.5362 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9888 loss: 1.9888 2022/06/26 21:42:13 - mmengine - INFO - Epoch(train) [118][1520/3757] lr: 2.730e-03 eta: 17:09:41 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 10.4299 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.9181 loss: 1.9181 2022/06/26 21:42:18 - mmengine - INFO - Epoch(train) [118][1540/3757] lr: 2.730e-03 eta: 17:09:35 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 9.5782 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4781 loss: 2.4781 2022/06/26 21:42:23 - mmengine - INFO - Epoch(train) [118][1560/3757] lr: 2.730e-03 eta: 17:09:30 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 8.9319 top1_acc: 0.1250 top5_acc: 0.8750 loss_cls: 2.3953 loss: 2.3953 2022/06/26 21:42:29 - mmengine - INFO - Epoch(train) [118][1580/3757] lr: 2.730e-03 eta: 17:09:25 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 8.6019 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.7453 loss: 1.7453 2022/06/26 21:42:34 - mmengine - INFO - Epoch(train) [118][1600/3757] lr: 2.730e-03 eta: 17:09:20 time: 0.264 data_time: 0.012 memory: 5036 grad_norm: 7.7635 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.0262 loss: 2.0262 2022/06/26 21:42:39 - mmengine - INFO - Epoch(train) [118][1620/3757] lr: 2.730e-03 eta: 17:09:14 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 9.2168 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.1415 loss: 2.1415 2022/06/26 21:42:44 - mmengine - INFO - Epoch(train) [118][1640/3757] lr: 2.730e-03 eta: 17:09:09 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 9.6041 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8534 loss: 1.8534 2022/06/26 21:42:49 - mmengine - INFO - Epoch(train) [118][1660/3757] lr: 2.730e-03 eta: 17:09:04 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 8.7846 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7244 loss: 2.7244 2022/06/26 21:42:54 - mmengine - INFO - Epoch(train) [118][1680/3757] lr: 2.730e-03 eta: 17:08:58 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 8.2167 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5584 loss: 1.5584 2022/06/26 21:43:00 - mmengine - INFO - Epoch(train) [118][1700/3757] lr: 2.730e-03 eta: 17:08:53 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 9.5213 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1895 loss: 2.1895 2022/06/26 21:43:05 - mmengine - INFO - Epoch(train) [118][1720/3757] lr: 2.730e-03 eta: 17:08:48 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 9.0116 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.1979 loss: 2.1979 2022/06/26 21:43:10 - mmengine - INFO - Epoch(train) [118][1740/3757] lr: 2.730e-03 eta: 17:08:42 time: 0.259 data_time: 0.009 memory: 5036 grad_norm: 9.0423 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.2252 loss: 2.2252 2022/06/26 21:43:15 - mmengine - INFO - Epoch(train) [118][1760/3757] lr: 2.730e-03 eta: 17:08:37 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 9.6079 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5062 loss: 2.5062 2022/06/26 21:43:21 - mmengine - INFO - Epoch(train) [118][1780/3757] lr: 2.730e-03 eta: 17:08:32 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 8.3697 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.2197 loss: 2.2197 2022/06/26 21:43:26 - mmengine - INFO - Epoch(train) [118][1800/3757] lr: 2.730e-03 eta: 17:08:27 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 8.5563 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4359 loss: 2.4359 2022/06/26 21:43:31 - mmengine - INFO - Epoch(train) [118][1820/3757] lr: 2.730e-03 eta: 17:08:21 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 8.3236 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.1276 loss: 2.1276 2022/06/26 21:43:36 - mmengine - INFO - Epoch(train) [118][1840/3757] lr: 2.730e-03 eta: 17:08:16 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 8.3453 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0905 loss: 2.0905 2022/06/26 21:43:41 - mmengine - INFO - Epoch(train) [118][1860/3757] lr: 2.730e-03 eta: 17:08:11 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 8.9826 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0943 loss: 2.0943 2022/06/26 21:43:47 - mmengine - INFO - Epoch(train) [118][1880/3757] lr: 2.730e-03 eta: 17:08:05 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 10.0900 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.2496 loss: 2.2496 2022/06/26 21:43:52 - mmengine - INFO - Epoch(train) [118][1900/3757] lr: 2.730e-03 eta: 17:08:00 time: 0.255 data_time: 0.011 memory: 5036 grad_norm: 8.5874 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2988 loss: 2.2988 2022/06/26 21:43:57 - mmengine - INFO - Epoch(train) [118][1920/3757] lr: 2.730e-03 eta: 17:07:55 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 9.3934 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3184 loss: 2.3184 2022/06/26 21:44:02 - mmengine - INFO - Epoch(train) [118][1940/3757] lr: 2.730e-03 eta: 17:07:50 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 10.2326 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5485 loss: 1.5485 2022/06/26 21:44:08 - mmengine - INFO - Epoch(train) [118][1960/3757] lr: 2.730e-03 eta: 17:07:45 time: 0.703 data_time: 0.005 memory: 5036 grad_norm: 8.4932 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0049 loss: 2.0049 2022/06/26 21:44:13 - mmengine - INFO - Epoch(train) [118][1980/3757] lr: 2.730e-03 eta: 17:07:39 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 8.9942 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.4538 loss: 2.4538 2022/06/26 21:44:18 - mmengine - INFO - Epoch(train) [118][2000/3757] lr: 2.730e-03 eta: 17:07:34 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 8.9218 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.8066 loss: 1.8066 2022/06/26 21:44:24 - mmengine - INFO - Epoch(train) [118][2020/3757] lr: 2.730e-03 eta: 17:07:29 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 8.9610 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.5398 loss: 2.5398 2022/06/26 21:44:29 - mmengine - INFO - Epoch(train) [118][2040/3757] lr: 2.730e-03 eta: 17:07:23 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 9.2843 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1908 loss: 2.1908 2022/06/26 21:44:34 - mmengine - INFO - Epoch(train) [118][2060/3757] lr: 2.730e-03 eta: 17:07:18 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 9.1132 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6863 loss: 1.6863 2022/06/26 21:44:39 - mmengine - INFO - Epoch(train) [118][2080/3757] lr: 2.730e-03 eta: 17:07:13 time: 0.257 data_time: 0.008 memory: 5036 grad_norm: 8.9856 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.2255 loss: 2.2255 2022/06/26 21:44:45 - mmengine - INFO - Epoch(train) [118][2100/3757] lr: 2.730e-03 eta: 17:07:08 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 8.2704 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.7432 loss: 1.7432 2022/06/26 21:44:50 - mmengine - INFO - Epoch(train) [118][2120/3757] lr: 2.730e-03 eta: 17:07:03 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 7.4625 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8410 loss: 1.8410 2022/06/26 21:44:55 - mmengine - INFO - Epoch(train) [118][2140/3757] lr: 2.730e-03 eta: 17:06:57 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 10.0694 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1016 loss: 2.1016 2022/06/26 21:45:01 - mmengine - INFO - Epoch(train) [118][2160/3757] lr: 2.730e-03 eta: 17:06:52 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 9.2437 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1795 loss: 2.1795 2022/06/26 21:45:06 - mmengine - INFO - Epoch(train) [118][2180/3757] lr: 2.730e-03 eta: 17:06:47 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 10.3705 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9325 loss: 1.9325 2022/06/26 21:45:11 - mmengine - INFO - Epoch(train) [118][2200/3757] lr: 2.730e-03 eta: 17:06:42 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 8.6228 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3591 loss: 2.3591 2022/06/26 21:45:17 - mmengine - INFO - Epoch(train) [118][2220/3757] lr: 2.730e-03 eta: 17:06:36 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 8.8104 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7646 loss: 1.7646 2022/06/26 21:45:22 - mmengine - INFO - Epoch(train) [118][2240/3757] lr: 2.730e-03 eta: 17:06:31 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 9.1790 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1558 loss: 2.1558 2022/06/26 21:45:27 - mmengine - INFO - Epoch(train) [118][2260/3757] lr: 2.730e-03 eta: 17:06:26 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 8.1494 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.9870 loss: 1.9870 2022/06/26 21:45:32 - mmengine - INFO - Epoch(train) [118][2280/3757] lr: 2.730e-03 eta: 17:06:20 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 9.3716 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1559 loss: 2.1559 2022/06/26 21:45:38 - mmengine - INFO - Epoch(train) [118][2300/3757] lr: 2.730e-03 eta: 17:06:15 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 9.2071 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3443 loss: 2.3443 2022/06/26 21:45:43 - mmengine - INFO - Epoch(train) [118][2320/3757] lr: 2.730e-03 eta: 17:06:10 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 8.1218 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.5040 loss: 2.5040 2022/06/26 21:45:48 - mmengine - INFO - Epoch(train) [118][2340/3757] lr: 2.730e-03 eta: 17:06:05 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 8.6001 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0110 loss: 2.0110 2022/06/26 21:45:53 - mmengine - INFO - Epoch(train) [118][2360/3757] lr: 2.730e-03 eta: 17:05:59 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 9.6762 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9640 loss: 1.9640 2022/06/26 21:45:59 - mmengine - INFO - Epoch(train) [118][2380/3757] lr: 2.730e-03 eta: 17:05:54 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 9.1735 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 1.9376 loss: 1.9376 2022/06/26 21:46:04 - mmengine - INFO - Epoch(train) [118][2400/3757] lr: 2.730e-03 eta: 17:05:49 time: 0.256 data_time: 0.004 memory: 5036 grad_norm: 8.0258 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.0921 loss: 2.0921 2022/06/26 21:46:09 - mmengine - INFO - Epoch(train) [118][2420/3757] lr: 2.730e-03 eta: 17:05:44 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 8.6888 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.9693 loss: 1.9693 2022/06/26 21:46:12 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 21:46:14 - mmengine - INFO - Epoch(train) [118][2440/3757] lr: 2.730e-03 eta: 17:05:38 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 8.9144 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.2065 loss: 2.2065 2022/06/26 21:46:19 - mmengine - INFO - Epoch(train) [118][2460/3757] lr: 2.730e-03 eta: 17:05:33 time: 0.257 data_time: 0.010 memory: 5036 grad_norm: 9.7451 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5914 loss: 1.5914 2022/06/26 21:46:25 - mmengine - INFO - Epoch(train) [118][2480/3757] lr: 2.730e-03 eta: 17:05:28 time: 0.249 data_time: 0.007 memory: 5036 grad_norm: 7.4121 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2267 loss: 2.2267 2022/06/26 21:46:30 - mmengine - INFO - Epoch(train) [118][2500/3757] lr: 2.730e-03 eta: 17:05:22 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 8.8218 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1144 loss: 2.1144 2022/06/26 21:46:35 - mmengine - INFO - Epoch(train) [118][2520/3757] lr: 2.730e-03 eta: 17:05:17 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 8.4363 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.2813 loss: 2.2813 2022/06/26 21:46:40 - mmengine - INFO - Epoch(train) [118][2540/3757] lr: 2.730e-03 eta: 17:05:12 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 7.9345 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1626 loss: 2.1626 2022/06/26 21:46:45 - mmengine - INFO - Epoch(train) [118][2560/3757] lr: 2.730e-03 eta: 17:05:06 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 7.4085 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.4669 loss: 2.4669 2022/06/26 21:46:51 - mmengine - INFO - Epoch(train) [118][2580/3757] lr: 2.730e-03 eta: 17:05:01 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 9.0234 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3170 loss: 2.3170 2022/06/26 21:46:56 - mmengine - INFO - Epoch(train) [118][2600/3757] lr: 2.730e-03 eta: 17:04:56 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 8.6384 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.7152 loss: 2.7152 2022/06/26 21:47:01 - mmengine - INFO - Epoch(train) [118][2620/3757] lr: 2.730e-03 eta: 17:04:51 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 8.3293 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.1386 loss: 2.1386 2022/06/26 21:47:06 - mmengine - INFO - Epoch(train) [118][2640/3757] lr: 2.730e-03 eta: 17:04:45 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 8.2801 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.6567 loss: 1.6567 2022/06/26 21:47:11 - mmengine - INFO - Epoch(train) [118][2660/3757] lr: 2.730e-03 eta: 17:04:40 time: 0.255 data_time: 0.004 memory: 5036 grad_norm: 9.1009 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3576 loss: 2.3576 2022/06/26 21:47:17 - mmengine - INFO - Epoch(train) [118][2680/3757] lr: 2.730e-03 eta: 17:04:35 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 9.2261 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1502 loss: 2.1502 2022/06/26 21:47:22 - mmengine - INFO - Epoch(train) [118][2700/3757] lr: 2.730e-03 eta: 17:04:29 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 8.7141 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.3422 loss: 2.3422 2022/06/26 21:47:27 - mmengine - INFO - Epoch(train) [118][2720/3757] lr: 2.730e-03 eta: 17:04:24 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 10.1402 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.2341 loss: 2.2341 2022/06/26 21:47:32 - mmengine - INFO - Epoch(train) [118][2740/3757] lr: 2.730e-03 eta: 17:04:19 time: 0.267 data_time: 0.009 memory: 5036 grad_norm: 9.5610 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2860 loss: 2.2860 2022/06/26 21:47:37 - mmengine - INFO - Epoch(train) [118][2760/3757] lr: 2.730e-03 eta: 17:04:13 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 9.6051 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.4444 loss: 2.4444 2022/06/26 21:47:43 - mmengine - INFO - Epoch(train) [118][2780/3757] lr: 2.730e-03 eta: 17:04:08 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 9.2768 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3554 loss: 2.3554 2022/06/26 21:47:48 - mmengine - INFO - Epoch(train) [118][2800/3757] lr: 2.730e-03 eta: 17:04:03 time: 0.269 data_time: 0.024 memory: 5036 grad_norm: 10.1715 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.2240 loss: 2.2240 2022/06/26 21:47:53 - mmengine - INFO - Epoch(train) [118][2820/3757] lr: 2.730e-03 eta: 17:03:58 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 9.5612 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7840 loss: 1.7840 2022/06/26 21:47:58 - mmengine - INFO - Epoch(train) [118][2840/3757] lr: 2.730e-03 eta: 17:03:52 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 9.9037 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8552 loss: 1.8552 2022/06/26 21:48:04 - mmengine - INFO - Epoch(train) [118][2860/3757] lr: 2.730e-03 eta: 17:03:47 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 9.7413 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1564 loss: 2.1564 2022/06/26 21:48:09 - mmengine - INFO - Epoch(train) [118][2880/3757] lr: 2.730e-03 eta: 17:03:42 time: 0.260 data_time: 0.009 memory: 5036 grad_norm: 8.0335 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2917 loss: 2.2917 2022/06/26 21:48:14 - mmengine - INFO - Epoch(train) [118][2900/3757] lr: 2.730e-03 eta: 17:03:37 time: 0.264 data_time: 0.006 memory: 5036 grad_norm: 10.0748 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1860 loss: 2.1860 2022/06/26 21:48:19 - mmengine - INFO - Epoch(train) [118][2920/3757] lr: 2.730e-03 eta: 17:03:31 time: 0.253 data_time: 0.010 memory: 5036 grad_norm: 8.5252 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.8086 loss: 1.8086 2022/06/26 21:48:25 - mmengine - INFO - Epoch(train) [118][2940/3757] lr: 2.730e-03 eta: 17:03:26 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 9.2168 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4881 loss: 2.4881 2022/06/26 21:48:30 - mmengine - INFO - Epoch(train) [118][2960/3757] lr: 2.730e-03 eta: 17:03:21 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 9.3704 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.7159 loss: 1.7159 2022/06/26 21:48:35 - mmengine - INFO - Epoch(train) [118][2980/3757] lr: 2.730e-03 eta: 17:03:15 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 8.9911 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3236 loss: 2.3236 2022/06/26 21:48:40 - mmengine - INFO - Epoch(train) [118][3000/3757] lr: 2.730e-03 eta: 17:03:10 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 8.2651 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2631 loss: 2.2631 2022/06/26 21:48:46 - mmengine - INFO - Epoch(train) [118][3020/3757] lr: 2.730e-03 eta: 17:03:05 time: 0.258 data_time: 0.010 memory: 5036 grad_norm: 7.6135 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.1135 loss: 2.1135 2022/06/26 21:48:51 - mmengine - INFO - Epoch(train) [118][3040/3757] lr: 2.730e-03 eta: 17:03:00 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 9.0702 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8658 loss: 1.8658 2022/06/26 21:48:56 - mmengine - INFO - Epoch(train) [118][3060/3757] lr: 2.730e-03 eta: 17:02:55 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.3517 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9835 loss: 1.9835 2022/06/26 21:49:01 - mmengine - INFO - Epoch(train) [118][3080/3757] lr: 2.730e-03 eta: 17:02:49 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.5505 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 1.9256 loss: 1.9256 2022/06/26 21:49:07 - mmengine - INFO - Epoch(train) [118][3100/3757] lr: 2.730e-03 eta: 17:02:44 time: 0.256 data_time: 0.008 memory: 5036 grad_norm: 9.9314 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.0689 loss: 2.0689 2022/06/26 21:49:12 - mmengine - INFO - Epoch(train) [118][3120/3757] lr: 2.730e-03 eta: 17:02:39 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 9.6656 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.8317 loss: 1.8317 2022/06/26 21:49:17 - mmengine - INFO - Epoch(train) [118][3140/3757] lr: 2.730e-03 eta: 17:02:33 time: 0.260 data_time: 0.009 memory: 5036 grad_norm: 8.9602 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9952 loss: 1.9952 2022/06/26 21:49:23 - mmengine - INFO - Epoch(train) [118][3160/3757] lr: 2.730e-03 eta: 17:02:28 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 9.5066 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.6665 loss: 1.6665 2022/06/26 21:49:28 - mmengine - INFO - Epoch(train) [118][3180/3757] lr: 2.730e-03 eta: 17:02:23 time: 0.407 data_time: 0.007 memory: 5036 grad_norm: 8.6847 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.8943 loss: 1.8943 2022/06/26 21:49:33 - mmengine - INFO - Epoch(train) [118][3200/3757] lr: 2.730e-03 eta: 17:02:18 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 8.8254 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.2174 loss: 2.2174 2022/06/26 21:49:38 - mmengine - INFO - Epoch(train) [118][3220/3757] lr: 2.730e-03 eta: 17:02:12 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 7.9191 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1361 loss: 2.1361 2022/06/26 21:49:44 - mmengine - INFO - Epoch(train) [118][3240/3757] lr: 2.730e-03 eta: 17:02:07 time: 0.262 data_time: 0.014 memory: 5036 grad_norm: 9.0766 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.1804 loss: 2.1804 2022/06/26 21:49:49 - mmengine - INFO - Epoch(train) [118][3260/3757] lr: 2.730e-03 eta: 17:02:02 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 9.2725 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9827 loss: 1.9827 2022/06/26 21:49:54 - mmengine - INFO - Epoch(train) [118][3280/3757] lr: 2.730e-03 eta: 17:01:57 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 9.1518 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.9542 loss: 1.9542 2022/06/26 21:49:59 - mmengine - INFO - Epoch(train) [118][3300/3757] lr: 2.730e-03 eta: 17:01:51 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 8.9288 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0811 loss: 2.0811 2022/06/26 21:50:04 - mmengine - INFO - Epoch(train) [118][3320/3757] lr: 2.730e-03 eta: 17:01:46 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 11.3436 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.2412 loss: 2.2412 2022/06/26 21:50:10 - mmengine - INFO - Epoch(train) [118][3340/3757] lr: 2.730e-03 eta: 17:01:41 time: 0.263 data_time: 0.009 memory: 5036 grad_norm: 9.1087 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.6751 loss: 1.6751 2022/06/26 21:50:15 - mmengine - INFO - Epoch(train) [118][3360/3757] lr: 2.730e-03 eta: 17:01:36 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 7.6160 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0391 loss: 2.0391 2022/06/26 21:50:20 - mmengine - INFO - Epoch(train) [118][3380/3757] lr: 2.730e-03 eta: 17:01:30 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 8.7520 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2666 loss: 2.2666 2022/06/26 21:50:26 - mmengine - INFO - Epoch(train) [118][3400/3757] lr: 2.730e-03 eta: 17:01:25 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 8.4980 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5496 loss: 2.5496 2022/06/26 21:50:31 - mmengine - INFO - Epoch(train) [118][3420/3757] lr: 2.730e-03 eta: 17:01:20 time: 0.253 data_time: 0.008 memory: 5036 grad_norm: 8.2639 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8391 loss: 1.8391 2022/06/26 21:50:34 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 21:50:36 - mmengine - INFO - Epoch(train) [118][3440/3757] lr: 2.730e-03 eta: 17:01:14 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 8.1453 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9732 loss: 1.9732 2022/06/26 21:50:41 - mmengine - INFO - Epoch(train) [118][3460/3757] lr: 2.730e-03 eta: 17:01:09 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 8.7847 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1604 loss: 2.1604 2022/06/26 21:50:46 - mmengine - INFO - Epoch(train) [118][3480/3757] lr: 2.730e-03 eta: 17:01:04 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 8.7495 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2360 loss: 2.2360 2022/06/26 21:50:52 - mmengine - INFO - Epoch(train) [118][3500/3757] lr: 2.730e-03 eta: 17:00:59 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 9.2377 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.0094 loss: 2.0094 2022/06/26 21:50:57 - mmengine - INFO - Epoch(train) [118][3520/3757] lr: 2.730e-03 eta: 17:00:53 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 8.1612 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5169 loss: 2.5169 2022/06/26 21:51:02 - mmengine - INFO - Epoch(train) [118][3540/3757] lr: 2.730e-03 eta: 17:00:48 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 10.0488 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.4298 loss: 2.4298 2022/06/26 21:51:08 - mmengine - INFO - Epoch(train) [118][3560/3757] lr: 2.730e-03 eta: 17:00:43 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 9.9023 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.1222 loss: 2.1222 2022/06/26 21:51:13 - mmengine - INFO - Epoch(train) [118][3580/3757] lr: 2.730e-03 eta: 17:00:38 time: 0.251 data_time: 0.007 memory: 5036 grad_norm: 6.6750 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2316 loss: 2.2316 2022/06/26 21:51:18 - mmengine - INFO - Epoch(train) [118][3600/3757] lr: 2.730e-03 eta: 17:00:32 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 8.9594 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1580 loss: 2.1580 2022/06/26 21:51:23 - mmengine - INFO - Epoch(train) [118][3620/3757] lr: 2.730e-03 eta: 17:00:27 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 10.1020 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.7823 loss: 1.7823 2022/06/26 21:51:29 - mmengine - INFO - Epoch(train) [118][3640/3757] lr: 2.730e-03 eta: 17:00:22 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 8.4146 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1268 loss: 2.1268 2022/06/26 21:51:34 - mmengine - INFO - Epoch(train) [118][3660/3757] lr: 2.730e-03 eta: 17:00:17 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 9.4603 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3396 loss: 2.3396 2022/06/26 21:51:39 - mmengine - INFO - Epoch(train) [118][3680/3757] lr: 2.730e-03 eta: 17:00:11 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 8.3842 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.3567 loss: 2.3567 2022/06/26 21:51:44 - mmengine - INFO - Epoch(train) [118][3700/3757] lr: 2.730e-03 eta: 17:00:06 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 9.0915 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.1317 loss: 2.1317 2022/06/26 21:51:50 - mmengine - INFO - Epoch(train) [118][3720/3757] lr: 2.730e-03 eta: 17:00:01 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 8.3334 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0854 loss: 2.0854 2022/06/26 21:51:55 - mmengine - INFO - Epoch(train) [118][3740/3757] lr: 2.730e-03 eta: 16:59:55 time: 0.238 data_time: 0.006 memory: 5036 grad_norm: 7.0811 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7846 loss: 1.7846 2022/06/26 21:51:59 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 21:51:59 - mmengine - INFO - Saving checkpoint at 118 epochs 2022/06/26 21:52:12 - mmengine - INFO - Epoch(val) [118][20/310] eta: 0:01:45 time: 0.103 data_time: 0.001 memory: 5036 2022/06/26 21:52:16 - mmengine - INFO - Epoch(val) [118][40/310] eta: 0:01:26 time: 0.117 data_time: 0.014 memory: 1723 2022/06/26 21:52:21 - mmengine - INFO - Epoch(val) [118][60/310] eta: 0:00:26 time: 0.108 data_time: 0.002 memory: 1723 2022/06/26 21:52:26 - mmengine - INFO - Epoch(val) [118][80/310] eta: 0:00:32 time: 0.103 data_time: 0.002 memory: 1723 2022/06/26 21:52:32 - mmengine - INFO - Epoch(val) [118][100/310] eta: 0:01:09 time: 0.103 data_time: 0.002 memory: 1723 2022/06/26 21:52:38 - mmengine - INFO - Epoch(val) [118][120/310] eta: 0:01:09 time: 0.381 data_time: 0.273 memory: 1723 2022/06/26 21:52:42 - mmengine - INFO - Epoch(val) [118][140/310] eta: 0:00:34 time: 0.109 data_time: 0.002 memory: 1723 2022/06/26 21:52:46 - mmengine - INFO - Epoch(val) [118][160/310] eta: 0:00:16 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 21:52:54 - mmengine - INFO - Epoch(val) [118][180/310] eta: 0:00:46 time: 0.697 data_time: 0.589 memory: 1723 2022/06/26 21:52:59 - mmengine - INFO - Epoch(val) [118][200/310] eta: 0:00:42 time: 0.108 data_time: 0.002 memory: 1723 2022/06/26 21:53:03 - mmengine - INFO - Epoch(val) [118][220/310] eta: 0:00:12 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 21:53:08 - mmengine - INFO - Epoch(val) [118][240/310] eta: 0:00:07 time: 0.108 data_time: 0.001 memory: 1723 2022/06/26 21:53:14 - mmengine - INFO - Epoch(val) [118][260/310] eta: 0:00:16 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 21:53:19 - mmengine - INFO - Epoch(val) [118][280/310] eta: 0:00:09 time: 0.109 data_time: 0.002 memory: 1723 2022/06/26 21:53:21 - mmengine - INFO - Epoch(val) [118][300/310] eta: 0:00:01 time: 0.101 data_time: 0.001 memory: 1723 2022/06/26 21:53:23 - mmengine - INFO - Epoch(val) [118][310/310] acc/top1: 0.5608 acc/top5: 0.7945 acc/mean1: 0.5606 2022/06/26 21:53:33 - mmengine - INFO - Epoch(train) [119][20/3757] lr: 2.653e-03 eta: 16:59:47 time: 0.267 data_time: 0.003 memory: 5036 grad_norm: 8.6553 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1541 loss: 2.1541 2022/06/26 21:53:38 - mmengine - INFO - Epoch(train) [119][40/3757] lr: 2.653e-03 eta: 16:59:42 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 9.1510 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3036 loss: 2.3036 2022/06/26 21:53:43 - mmengine - INFO - Epoch(train) [119][60/3757] lr: 2.653e-03 eta: 16:59:36 time: 0.247 data_time: 0.004 memory: 5036 grad_norm: 7.6522 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.4367 loss: 2.4367 2022/06/26 21:53:49 - mmengine - INFO - Epoch(train) [119][80/3757] lr: 2.653e-03 eta: 16:59:31 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 9.6634 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7213 loss: 1.7213 2022/06/26 21:53:54 - mmengine - INFO - Epoch(train) [119][100/3757] lr: 2.653e-03 eta: 16:59:26 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 9.2913 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9589 loss: 1.9589 2022/06/26 21:54:00 - mmengine - INFO - Epoch(train) [119][120/3757] lr: 2.653e-03 eta: 16:59:21 time: 0.266 data_time: 0.003 memory: 5036 grad_norm: 8.5077 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5497 loss: 2.5497 2022/06/26 21:54:05 - mmengine - INFO - Epoch(train) [119][140/3757] lr: 2.653e-03 eta: 16:59:16 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 8.8360 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0176 loss: 2.0176 2022/06/26 21:54:10 - mmengine - INFO - Epoch(train) [119][160/3757] lr: 2.653e-03 eta: 16:59:10 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 9.5742 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.3807 loss: 2.3807 2022/06/26 21:54:16 - mmengine - INFO - Epoch(train) [119][180/3757] lr: 2.653e-03 eta: 16:59:06 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 7.4226 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8166 loss: 1.8166 2022/06/26 21:54:21 - mmengine - INFO - Epoch(train) [119][200/3757] lr: 2.653e-03 eta: 16:59:00 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 6.9215 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3622 loss: 2.3622 2022/06/26 21:54:27 - mmengine - INFO - Epoch(train) [119][220/3757] lr: 2.653e-03 eta: 16:58:55 time: 0.251 data_time: 0.007 memory: 5036 grad_norm: 8.0980 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8413 loss: 1.8413 2022/06/26 21:54:32 - mmengine - INFO - Epoch(train) [119][240/3757] lr: 2.653e-03 eta: 16:58:50 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 7.3833 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7934 loss: 1.7934 2022/06/26 21:54:37 - mmengine - INFO - Epoch(train) [119][260/3757] lr: 2.653e-03 eta: 16:58:44 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 8.6730 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9654 loss: 1.9654 2022/06/26 21:54:42 - mmengine - INFO - Epoch(train) [119][280/3757] lr: 2.653e-03 eta: 16:58:39 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 8.8330 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2593 loss: 2.2593 2022/06/26 21:54:48 - mmengine - INFO - Epoch(train) [119][300/3757] lr: 2.653e-03 eta: 16:58:34 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 8.7664 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9469 loss: 1.9469 2022/06/26 21:54:53 - mmengine - INFO - Epoch(train) [119][320/3757] lr: 2.653e-03 eta: 16:58:29 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 9.0209 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8857 loss: 1.8857 2022/06/26 21:54:58 - mmengine - INFO - Epoch(train) [119][340/3757] lr: 2.653e-03 eta: 16:58:23 time: 0.287 data_time: 0.003 memory: 5036 grad_norm: 8.8587 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8225 loss: 1.8225 2022/06/26 21:55:03 - mmengine - INFO - Epoch(train) [119][360/3757] lr: 2.653e-03 eta: 16:58:18 time: 0.254 data_time: 0.008 memory: 5036 grad_norm: 9.0722 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.7162 loss: 1.7162 2022/06/26 21:55:09 - mmengine - INFO - Epoch(train) [119][380/3757] lr: 2.653e-03 eta: 16:58:13 time: 0.282 data_time: 0.003 memory: 5036 grad_norm: 10.7280 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1622 loss: 2.1622 2022/06/26 21:55:14 - mmengine - INFO - Epoch(train) [119][400/3757] lr: 2.653e-03 eta: 16:58:08 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 9.7292 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.0948 loss: 2.0948 2022/06/26 21:55:19 - mmengine - INFO - Epoch(train) [119][420/3757] lr: 2.653e-03 eta: 16:58:02 time: 0.270 data_time: 0.006 memory: 5036 grad_norm: 7.2010 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9102 loss: 1.9102 2022/06/26 21:55:24 - mmengine - INFO - Epoch(train) [119][440/3757] lr: 2.653e-03 eta: 16:57:57 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 7.7960 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7609 loss: 1.7609 2022/06/26 21:55:30 - mmengine - INFO - Epoch(train) [119][460/3757] lr: 2.653e-03 eta: 16:57:52 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 8.0020 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3637 loss: 2.3637 2022/06/26 21:55:35 - mmengine - INFO - Epoch(train) [119][480/3757] lr: 2.653e-03 eta: 16:57:47 time: 0.273 data_time: 0.010 memory: 5036 grad_norm: 8.4773 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1764 loss: 2.1764 2022/06/26 21:55:40 - mmengine - INFO - Epoch(train) [119][500/3757] lr: 2.653e-03 eta: 16:57:41 time: 0.305 data_time: 0.008 memory: 5036 grad_norm: 9.3526 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.9131 loss: 1.9131 2022/06/26 21:55:46 - mmengine - INFO - Epoch(train) [119][520/3757] lr: 2.653e-03 eta: 16:57:36 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 9.3449 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2019 loss: 2.2019 2022/06/26 21:55:51 - mmengine - INFO - Epoch(train) [119][540/3757] lr: 2.653e-03 eta: 16:57:31 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 6.8431 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0673 loss: 2.0673 2022/06/26 21:55:56 - mmengine - INFO - Epoch(train) [119][560/3757] lr: 2.653e-03 eta: 16:57:25 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 8.6644 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9926 loss: 1.9926 2022/06/26 21:56:01 - mmengine - INFO - Epoch(train) [119][580/3757] lr: 2.653e-03 eta: 16:57:20 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 7.4933 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.2886 loss: 2.2886 2022/06/26 21:56:07 - mmengine - INFO - Epoch(train) [119][600/3757] lr: 2.653e-03 eta: 16:57:15 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 8.2616 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2713 loss: 2.2713 2022/06/26 21:56:12 - mmengine - INFO - Epoch(train) [119][620/3757] lr: 2.653e-03 eta: 16:57:10 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 10.9935 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.9008 loss: 1.9008 2022/06/26 21:56:17 - mmengine - INFO - Epoch(train) [119][640/3757] lr: 2.653e-03 eta: 16:57:04 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 10.0473 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.1454 loss: 2.1454 2022/06/26 21:56:22 - mmengine - INFO - Epoch(train) [119][660/3757] lr: 2.653e-03 eta: 16:56:59 time: 0.262 data_time: 0.008 memory: 5036 grad_norm: 8.7211 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.2236 loss: 2.2236 2022/06/26 21:56:26 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 21:56:27 - mmengine - INFO - Epoch(train) [119][680/3757] lr: 2.653e-03 eta: 16:56:54 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 7.5613 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0119 loss: 2.0119 2022/06/26 21:56:33 - mmengine - INFO - Epoch(train) [119][700/3757] lr: 2.653e-03 eta: 16:56:49 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 10.4887 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.1119 loss: 2.1119 2022/06/26 21:56:38 - mmengine - INFO - Epoch(train) [119][720/3757] lr: 2.653e-03 eta: 16:56:43 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 9.2311 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9211 loss: 1.9211 2022/06/26 21:56:43 - mmengine - INFO - Epoch(train) [119][740/3757] lr: 2.653e-03 eta: 16:56:38 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 9.2154 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.6614 loss: 2.6614 2022/06/26 21:56:49 - mmengine - INFO - Epoch(train) [119][760/3757] lr: 2.653e-03 eta: 16:56:33 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 6.9162 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1416 loss: 2.1416 2022/06/26 21:56:54 - mmengine - INFO - Epoch(train) [119][780/3757] lr: 2.653e-03 eta: 16:56:28 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 8.3060 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.0946 loss: 2.0946 2022/06/26 21:56:59 - mmengine - INFO - Epoch(train) [119][800/3757] lr: 2.653e-03 eta: 16:56:22 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 9.1244 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.2464 loss: 2.2464 2022/06/26 21:57:05 - mmengine - INFO - Epoch(train) [119][820/3757] lr: 2.653e-03 eta: 16:56:17 time: 0.251 data_time: 0.010 memory: 5036 grad_norm: 8.6776 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9995 loss: 1.9995 2022/06/26 21:57:10 - mmengine - INFO - Epoch(train) [119][840/3757] lr: 2.653e-03 eta: 16:56:12 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 8.0011 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.5355 loss: 1.5355 2022/06/26 21:57:15 - mmengine - INFO - Epoch(train) [119][860/3757] lr: 2.653e-03 eta: 16:56:07 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 8.1379 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.1492 loss: 2.1492 2022/06/26 21:57:20 - mmengine - INFO - Epoch(train) [119][880/3757] lr: 2.653e-03 eta: 16:56:01 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 10.1073 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 1.7653 loss: 1.7653 2022/06/26 21:57:26 - mmengine - INFO - Epoch(train) [119][900/3757] lr: 2.653e-03 eta: 16:55:56 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 9.2237 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.0471 loss: 2.0471 2022/06/26 21:57:31 - mmengine - INFO - Epoch(train) [119][920/3757] lr: 2.653e-03 eta: 16:55:51 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 8.2666 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.0127 loss: 2.0127 2022/06/26 21:57:36 - mmengine - INFO - Epoch(train) [119][940/3757] lr: 2.653e-03 eta: 16:55:45 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 8.3751 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.9419 loss: 1.9419 2022/06/26 21:57:41 - mmengine - INFO - Epoch(train) [119][960/3757] lr: 2.653e-03 eta: 16:55:40 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 6.8792 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3710 loss: 2.3710 2022/06/26 21:57:46 - mmengine - INFO - Epoch(train) [119][980/3757] lr: 2.653e-03 eta: 16:55:35 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 9.0420 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7175 loss: 1.7175 2022/06/26 21:57:51 - mmengine - INFO - Epoch(train) [119][1000/3757] lr: 2.653e-03 eta: 16:55:30 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 10.3083 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.0311 loss: 2.0311 2022/06/26 21:57:57 - mmengine - INFO - Epoch(train) [119][1020/3757] lr: 2.653e-03 eta: 16:55:24 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 9.1251 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7834 loss: 1.7834 2022/06/26 21:58:02 - mmengine - INFO - Epoch(train) [119][1040/3757] lr: 2.653e-03 eta: 16:55:19 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 8.4162 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.1032 loss: 2.1032 2022/06/26 21:58:07 - mmengine - INFO - Epoch(train) [119][1060/3757] lr: 2.653e-03 eta: 16:55:14 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 8.8557 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0303 loss: 2.0303 2022/06/26 21:58:12 - mmengine - INFO - Epoch(train) [119][1080/3757] lr: 2.653e-03 eta: 16:55:08 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 9.3410 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 1.9941 loss: 1.9941 2022/06/26 21:58:18 - mmengine - INFO - Epoch(train) [119][1100/3757] lr: 2.653e-03 eta: 16:55:03 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 8.9026 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0595 loss: 2.0595 2022/06/26 21:58:23 - mmengine - INFO - Epoch(train) [119][1120/3757] lr: 2.653e-03 eta: 16:54:58 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 8.3561 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.9619 loss: 1.9619 2022/06/26 21:58:28 - mmengine - INFO - Epoch(train) [119][1140/3757] lr: 2.653e-03 eta: 16:54:53 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 8.2091 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2003 loss: 2.2003 2022/06/26 21:58:33 - mmengine - INFO - Epoch(train) [119][1160/3757] lr: 2.653e-03 eta: 16:54:47 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 8.8831 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.1445 loss: 2.1445 2022/06/26 21:58:39 - mmengine - INFO - Epoch(train) [119][1180/3757] lr: 2.653e-03 eta: 16:54:42 time: 0.350 data_time: 0.007 memory: 5036 grad_norm: 8.2540 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8867 loss: 1.8867 2022/06/26 21:58:44 - mmengine - INFO - Epoch(train) [119][1200/3757] lr: 2.653e-03 eta: 16:54:37 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 8.1056 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9874 loss: 1.9874 2022/06/26 21:58:49 - mmengine - INFO - Epoch(train) [119][1220/3757] lr: 2.653e-03 eta: 16:54:32 time: 0.258 data_time: 0.012 memory: 5036 grad_norm: 8.2536 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0917 loss: 2.0917 2022/06/26 21:58:54 - mmengine - INFO - Epoch(train) [119][1240/3757] lr: 2.653e-03 eta: 16:54:26 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 8.3685 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3234 loss: 2.3234 2022/06/26 21:59:00 - mmengine - INFO - Epoch(train) [119][1260/3757] lr: 2.653e-03 eta: 16:54:21 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 9.2626 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.5328 loss: 2.5328 2022/06/26 21:59:05 - mmengine - INFO - Epoch(train) [119][1280/3757] lr: 2.653e-03 eta: 16:54:16 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 8.2732 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1180 loss: 2.1180 2022/06/26 21:59:10 - mmengine - INFO - Epoch(train) [119][1300/3757] lr: 2.653e-03 eta: 16:54:11 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 8.1852 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.8117 loss: 1.8117 2022/06/26 21:59:15 - mmengine - INFO - Epoch(train) [119][1320/3757] lr: 2.653e-03 eta: 16:54:05 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 8.6773 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0197 loss: 2.0197 2022/06/26 21:59:21 - mmengine - INFO - Epoch(train) [119][1340/3757] lr: 2.653e-03 eta: 16:54:00 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 10.1032 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2066 loss: 2.2066 2022/06/26 21:59:26 - mmengine - INFO - Epoch(train) [119][1360/3757] lr: 2.653e-03 eta: 16:53:55 time: 0.254 data_time: 0.012 memory: 5036 grad_norm: 9.3649 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9965 loss: 1.9965 2022/06/26 21:59:31 - mmengine - INFO - Epoch(train) [119][1380/3757] lr: 2.653e-03 eta: 16:53:49 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 8.8514 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2132 loss: 2.2132 2022/06/26 21:59:36 - mmengine - INFO - Epoch(train) [119][1400/3757] lr: 2.653e-03 eta: 16:53:44 time: 0.256 data_time: 0.013 memory: 5036 grad_norm: 8.0740 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.5882 loss: 2.5882 2022/06/26 21:59:42 - mmengine - INFO - Epoch(train) [119][1420/3757] lr: 2.653e-03 eta: 16:53:39 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 9.7274 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.3737 loss: 2.3737 2022/06/26 21:59:47 - mmengine - INFO - Epoch(train) [119][1440/3757] lr: 2.653e-03 eta: 16:53:34 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 8.6493 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.1378 loss: 2.1378 2022/06/26 21:59:52 - mmengine - INFO - Epoch(train) [119][1460/3757] lr: 2.653e-03 eta: 16:53:28 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 8.8405 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.1302 loss: 2.1302 2022/06/26 21:59:57 - mmengine - INFO - Epoch(train) [119][1480/3757] lr: 2.653e-03 eta: 16:53:23 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 9.6375 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6030 loss: 1.6030 2022/06/26 22:00:03 - mmengine - INFO - Epoch(train) [119][1500/3757] lr: 2.653e-03 eta: 16:53:18 time: 0.272 data_time: 0.012 memory: 5036 grad_norm: 8.3098 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.1621 loss: 2.1621 2022/06/26 22:00:08 - mmengine - INFO - Epoch(train) [119][1520/3757] lr: 2.653e-03 eta: 16:53:13 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 7.9184 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 2.1221 loss: 2.1221 2022/06/26 22:00:13 - mmengine - INFO - Epoch(train) [119][1540/3757] lr: 2.653e-03 eta: 16:53:07 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 9.2161 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3973 loss: 2.3973 2022/06/26 22:00:18 - mmengine - INFO - Epoch(train) [119][1560/3757] lr: 2.653e-03 eta: 16:53:02 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 8.9199 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8393 loss: 1.8393 2022/06/26 22:00:24 - mmengine - INFO - Epoch(train) [119][1580/3757] lr: 2.653e-03 eta: 16:52:57 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 9.3264 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6815 loss: 2.6815 2022/06/26 22:00:29 - mmengine - INFO - Epoch(train) [119][1600/3757] lr: 2.653e-03 eta: 16:52:51 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 8.3792 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.7780 loss: 1.7780 2022/06/26 22:00:34 - mmengine - INFO - Epoch(train) [119][1620/3757] lr: 2.653e-03 eta: 16:52:46 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 9.0438 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0560 loss: 2.0560 2022/06/26 22:00:39 - mmengine - INFO - Epoch(train) [119][1640/3757] lr: 2.653e-03 eta: 16:52:41 time: 0.261 data_time: 0.015 memory: 5036 grad_norm: 10.4285 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.0055 loss: 2.0055 2022/06/26 22:00:44 - mmengine - INFO - Epoch(train) [119][1660/3757] lr: 2.653e-03 eta: 16:52:36 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 8.1510 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4606 loss: 2.4606 2022/06/26 22:00:48 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 22:00:50 - mmengine - INFO - Epoch(train) [119][1680/3757] lr: 2.653e-03 eta: 16:52:30 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 8.3428 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1833 loss: 2.1833 2022/06/26 22:00:55 - mmengine - INFO - Epoch(train) [119][1700/3757] lr: 2.653e-03 eta: 16:52:25 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 9.1692 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.0741 loss: 2.0741 2022/06/26 22:01:00 - mmengine - INFO - Epoch(train) [119][1720/3757] lr: 2.653e-03 eta: 16:52:20 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 10.1586 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.7364 loss: 1.7364 2022/06/26 22:01:06 - mmengine - INFO - Epoch(train) [119][1740/3757] lr: 2.653e-03 eta: 16:52:15 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 11.1554 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.1924 loss: 2.1924 2022/06/26 22:01:11 - mmengine - INFO - Epoch(train) [119][1760/3757] lr: 2.653e-03 eta: 16:52:09 time: 0.259 data_time: 0.008 memory: 5036 grad_norm: 7.2538 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2112 loss: 2.2112 2022/06/26 22:01:16 - mmengine - INFO - Epoch(train) [119][1780/3757] lr: 2.653e-03 eta: 16:52:04 time: 0.264 data_time: 0.006 memory: 5036 grad_norm: 9.8666 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1874 loss: 2.1874 2022/06/26 22:01:21 - mmengine - INFO - Epoch(train) [119][1800/3757] lr: 2.653e-03 eta: 16:51:59 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 8.9312 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7434 loss: 1.7434 2022/06/26 22:01:26 - mmengine - INFO - Epoch(train) [119][1820/3757] lr: 2.653e-03 eta: 16:51:53 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 9.3219 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.9717 loss: 1.9717 2022/06/26 22:01:32 - mmengine - INFO - Epoch(train) [119][1840/3757] lr: 2.653e-03 eta: 16:51:48 time: 0.256 data_time: 0.004 memory: 5036 grad_norm: 9.3669 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7003 loss: 1.7003 2022/06/26 22:01:37 - mmengine - INFO - Epoch(train) [119][1860/3757] lr: 2.653e-03 eta: 16:51:43 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 7.2194 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4814 loss: 2.4814 2022/06/26 22:01:42 - mmengine - INFO - Epoch(train) [119][1880/3757] lr: 2.653e-03 eta: 16:51:38 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 9.7187 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.3177 loss: 2.3177 2022/06/26 22:01:48 - mmengine - INFO - Epoch(train) [119][1900/3757] lr: 2.653e-03 eta: 16:51:32 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 7.8221 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.2262 loss: 2.2262 2022/06/26 22:01:53 - mmengine - INFO - Epoch(train) [119][1920/3757] lr: 2.653e-03 eta: 16:51:27 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 8.3585 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0387 loss: 2.0387 2022/06/26 22:01:58 - mmengine - INFO - Epoch(train) [119][1940/3757] lr: 2.653e-03 eta: 16:51:22 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 10.3981 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3696 loss: 2.3696 2022/06/26 22:02:03 - mmengine - INFO - Epoch(train) [119][1960/3757] lr: 2.653e-03 eta: 16:51:17 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 8.0340 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.3542 loss: 2.3542 2022/06/26 22:02:09 - mmengine - INFO - Epoch(train) [119][1980/3757] lr: 2.653e-03 eta: 16:51:11 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 7.8814 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.9810 loss: 1.9810 2022/06/26 22:02:14 - mmengine - INFO - Epoch(train) [119][2000/3757] lr: 2.653e-03 eta: 16:51:06 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 9.3262 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.2520 loss: 2.2520 2022/06/26 22:02:19 - mmengine - INFO - Epoch(train) [119][2020/3757] lr: 2.653e-03 eta: 16:51:01 time: 0.306 data_time: 0.008 memory: 5036 grad_norm: 8.4480 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.0611 loss: 2.0611 2022/06/26 22:02:24 - mmengine - INFO - Epoch(train) [119][2040/3757] lr: 2.653e-03 eta: 16:50:56 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 7.5065 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0063 loss: 2.0063 2022/06/26 22:02:30 - mmengine - INFO - Epoch(train) [119][2060/3757] lr: 2.653e-03 eta: 16:50:50 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 9.5294 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.5321 loss: 2.5321 2022/06/26 22:02:35 - mmengine - INFO - Epoch(train) [119][2080/3757] lr: 2.653e-03 eta: 16:50:45 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.6764 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0127 loss: 2.0127 2022/06/26 22:02:40 - mmengine - INFO - Epoch(train) [119][2100/3757] lr: 2.653e-03 eta: 16:50:40 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 9.2330 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0010 loss: 2.0010 2022/06/26 22:02:46 - mmengine - INFO - Epoch(train) [119][2120/3757] lr: 2.653e-03 eta: 16:50:35 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 8.6393 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0297 loss: 2.0297 2022/06/26 22:02:51 - mmengine - INFO - Epoch(train) [119][2140/3757] lr: 2.653e-03 eta: 16:50:29 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 7.9538 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.3449 loss: 1.3449 2022/06/26 22:02:56 - mmengine - INFO - Epoch(train) [119][2160/3757] lr: 2.653e-03 eta: 16:50:24 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 10.1256 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.8945 loss: 1.8945 2022/06/26 22:03:01 - mmengine - INFO - Epoch(train) [119][2180/3757] lr: 2.653e-03 eta: 16:50:19 time: 0.267 data_time: 0.003 memory: 5036 grad_norm: 9.4088 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2473 loss: 2.2473 2022/06/26 22:03:06 - mmengine - INFO - Epoch(train) [119][2200/3757] lr: 2.653e-03 eta: 16:50:13 time: 0.279 data_time: 0.006 memory: 5036 grad_norm: 9.5163 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.3037 loss: 2.3037 2022/06/26 22:03:12 - mmengine - INFO - Epoch(train) [119][2220/3757] lr: 2.653e-03 eta: 16:50:08 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 8.4949 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3098 loss: 2.3098 2022/06/26 22:03:17 - mmengine - INFO - Epoch(train) [119][2240/3757] lr: 2.653e-03 eta: 16:50:03 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 8.8377 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0486 loss: 2.0486 2022/06/26 22:03:22 - mmengine - INFO - Epoch(train) [119][2260/3757] lr: 2.653e-03 eta: 16:49:58 time: 0.264 data_time: 0.006 memory: 5036 grad_norm: 8.9295 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2303 loss: 2.2303 2022/06/26 22:03:27 - mmengine - INFO - Epoch(train) [119][2280/3757] lr: 2.653e-03 eta: 16:49:52 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 9.7913 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9689 loss: 1.9689 2022/06/26 22:03:32 - mmengine - INFO - Epoch(train) [119][2300/3757] lr: 2.653e-03 eta: 16:49:47 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 8.4571 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2749 loss: 2.2749 2022/06/26 22:03:38 - mmengine - INFO - Epoch(train) [119][2320/3757] lr: 2.653e-03 eta: 16:49:42 time: 0.257 data_time: 0.008 memory: 5036 grad_norm: 7.8833 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.1095 loss: 2.1095 2022/06/26 22:03:43 - mmengine - INFO - Epoch(train) [119][2340/3757] lr: 2.653e-03 eta: 16:49:37 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 9.5512 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9093 loss: 1.9093 2022/06/26 22:03:48 - mmengine - INFO - Epoch(train) [119][2360/3757] lr: 2.653e-03 eta: 16:49:31 time: 0.259 data_time: 0.009 memory: 5036 grad_norm: 8.5474 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9568 loss: 1.9568 2022/06/26 22:03:54 - mmengine - INFO - Epoch(train) [119][2380/3757] lr: 2.653e-03 eta: 16:49:26 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 11.7482 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.0756 loss: 2.0756 2022/06/26 22:03:59 - mmengine - INFO - Epoch(train) [119][2400/3757] lr: 2.653e-03 eta: 16:49:21 time: 0.263 data_time: 0.007 memory: 5036 grad_norm: 10.8227 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.1688 loss: 2.1688 2022/06/26 22:04:04 - mmengine - INFO - Epoch(train) [119][2420/3757] lr: 2.653e-03 eta: 16:49:16 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 10.9027 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 1.8887 loss: 1.8887 2022/06/26 22:04:09 - mmengine - INFO - Epoch(train) [119][2440/3757] lr: 2.653e-03 eta: 16:49:10 time: 0.270 data_time: 0.018 memory: 5036 grad_norm: 9.1912 top1_acc: 0.0000 top5_acc: 0.6250 loss_cls: 2.2319 loss: 2.2319 2022/06/26 22:04:15 - mmengine - INFO - Epoch(train) [119][2460/3757] lr: 2.653e-03 eta: 16:49:05 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 9.2458 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9590 loss: 1.9590 2022/06/26 22:04:20 - mmengine - INFO - Epoch(train) [119][2480/3757] lr: 2.653e-03 eta: 16:49:00 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 7.9449 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0891 loss: 2.0891 2022/06/26 22:04:25 - mmengine - INFO - Epoch(train) [119][2500/3757] lr: 2.653e-03 eta: 16:48:54 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 9.5455 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2276 loss: 2.2276 2022/06/26 22:04:30 - mmengine - INFO - Epoch(train) [119][2520/3757] lr: 2.653e-03 eta: 16:48:49 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 9.9974 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.0834 loss: 2.0834 2022/06/26 22:04:35 - mmengine - INFO - Epoch(train) [119][2540/3757] lr: 2.653e-03 eta: 16:48:44 time: 0.255 data_time: 0.011 memory: 5036 grad_norm: 8.9760 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6005 loss: 2.6005 2022/06/26 22:04:41 - mmengine - INFO - Epoch(train) [119][2560/3757] lr: 2.653e-03 eta: 16:48:39 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 8.4487 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0989 loss: 2.0989 2022/06/26 22:04:46 - mmengine - INFO - Epoch(train) [119][2580/3757] lr: 2.653e-03 eta: 16:48:33 time: 0.264 data_time: 0.009 memory: 5036 grad_norm: 9.0405 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.3099 loss: 2.3099 2022/06/26 22:04:52 - mmengine - INFO - Epoch(train) [119][2600/3757] lr: 2.653e-03 eta: 16:48:28 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 7.9726 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1243 loss: 2.1243 2022/06/26 22:04:57 - mmengine - INFO - Epoch(train) [119][2620/3757] lr: 2.653e-03 eta: 16:48:23 time: 0.254 data_time: 0.012 memory: 5036 grad_norm: 10.1493 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.3545 loss: 2.3545 2022/06/26 22:05:02 - mmengine - INFO - Epoch(train) [119][2640/3757] lr: 2.653e-03 eta: 16:48:18 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 7.7189 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0640 loss: 2.0640 2022/06/26 22:05:07 - mmengine - INFO - Epoch(train) [119][2660/3757] lr: 2.653e-03 eta: 16:48:12 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 8.3816 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.6787 loss: 1.6787 2022/06/26 22:05:11 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 22:05:12 - mmengine - INFO - Epoch(train) [119][2680/3757] lr: 2.653e-03 eta: 16:48:07 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 8.1938 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.1158 loss: 2.1158 2022/06/26 22:05:18 - mmengine - INFO - Epoch(train) [119][2700/3757] lr: 2.653e-03 eta: 16:48:02 time: 0.259 data_time: 0.017 memory: 5036 grad_norm: 9.8690 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0060 loss: 2.0060 2022/06/26 22:05:23 - mmengine - INFO - Epoch(train) [119][2720/3757] lr: 2.653e-03 eta: 16:47:56 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 10.0601 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0295 loss: 2.0295 2022/06/26 22:05:28 - mmengine - INFO - Epoch(train) [119][2740/3757] lr: 2.653e-03 eta: 16:47:51 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 7.5699 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.5714 loss: 1.5714 2022/06/26 22:05:33 - mmengine - INFO - Epoch(train) [119][2760/3757] lr: 2.653e-03 eta: 16:47:46 time: 0.261 data_time: 0.009 memory: 5036 grad_norm: 10.1426 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.8158 loss: 1.8158 2022/06/26 22:05:39 - mmengine - INFO - Epoch(train) [119][2780/3757] lr: 2.653e-03 eta: 16:47:41 time: 0.264 data_time: 0.017 memory: 5036 grad_norm: 9.0630 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9511 loss: 1.9511 2022/06/26 22:05:44 - mmengine - INFO - Epoch(train) [119][2800/3757] lr: 2.653e-03 eta: 16:47:36 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 9.2905 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.2324 loss: 2.2324 2022/06/26 22:05:49 - mmengine - INFO - Epoch(train) [119][2820/3757] lr: 2.653e-03 eta: 16:47:30 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 9.5769 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.8759 loss: 1.8759 2022/06/26 22:05:55 - mmengine - INFO - Epoch(train) [119][2840/3757] lr: 2.653e-03 eta: 16:47:25 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 9.6792 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.4605 loss: 2.4605 2022/06/26 22:06:00 - mmengine - INFO - Epoch(train) [119][2860/3757] lr: 2.653e-03 eta: 16:47:20 time: 0.259 data_time: 0.013 memory: 5036 grad_norm: 8.2169 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9073 loss: 1.9073 2022/06/26 22:06:05 - mmengine - INFO - Epoch(train) [119][2880/3757] lr: 2.653e-03 eta: 16:47:14 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 9.7008 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8032 loss: 1.8032 2022/06/26 22:06:10 - mmengine - INFO - Epoch(train) [119][2900/3757] lr: 2.653e-03 eta: 16:47:09 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 7.6269 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5486 loss: 2.5486 2022/06/26 22:06:16 - mmengine - INFO - Epoch(train) [119][2920/3757] lr: 2.653e-03 eta: 16:47:04 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 7.8939 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1790 loss: 2.1790 2022/06/26 22:06:21 - mmengine - INFO - Epoch(train) [119][2940/3757] lr: 2.653e-03 eta: 16:46:59 time: 0.256 data_time: 0.016 memory: 5036 grad_norm: 9.8195 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3121 loss: 2.3121 2022/06/26 22:06:26 - mmengine - INFO - Epoch(train) [119][2960/3757] lr: 2.653e-03 eta: 16:46:53 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 9.7758 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 1.9346 loss: 1.9346 2022/06/26 22:06:32 - mmengine - INFO - Epoch(train) [119][2980/3757] lr: 2.653e-03 eta: 16:46:48 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 8.0833 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3333 loss: 2.3333 2022/06/26 22:06:37 - mmengine - INFO - Epoch(train) [119][3000/3757] lr: 2.653e-03 eta: 16:46:43 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 8.8205 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4819 loss: 2.4819 2022/06/26 22:06:42 - mmengine - INFO - Epoch(train) [119][3020/3757] lr: 2.653e-03 eta: 16:46:38 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 7.6038 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.0687 loss: 2.0687 2022/06/26 22:06:47 - mmengine - INFO - Epoch(train) [119][3040/3757] lr: 2.653e-03 eta: 16:46:32 time: 0.262 data_time: 0.009 memory: 5036 grad_norm: 9.7914 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.7691 loss: 1.7691 2022/06/26 22:06:53 - mmengine - INFO - Epoch(train) [119][3060/3757] lr: 2.653e-03 eta: 16:46:27 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 9.8152 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9403 loss: 1.9403 2022/06/26 22:06:58 - mmengine - INFO - Epoch(train) [119][3080/3757] lr: 2.653e-03 eta: 16:46:22 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 9.5514 top1_acc: 0.2500 top5_acc: 1.0000 loss_cls: 2.4107 loss: 2.4107 2022/06/26 22:07:03 - mmengine - INFO - Epoch(train) [119][3100/3757] lr: 2.653e-03 eta: 16:46:17 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 10.9330 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.8172 loss: 1.8172 2022/06/26 22:07:09 - mmengine - INFO - Epoch(train) [119][3120/3757] lr: 2.653e-03 eta: 16:46:12 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 9.5582 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.7148 loss: 2.7148 2022/06/26 22:07:14 - mmengine - INFO - Epoch(train) [119][3140/3757] lr: 2.653e-03 eta: 16:46:06 time: 0.258 data_time: 0.011 memory: 5036 grad_norm: 7.9984 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0154 loss: 2.0154 2022/06/26 22:07:19 - mmengine - INFO - Epoch(train) [119][3160/3757] lr: 2.653e-03 eta: 16:46:01 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 9.9882 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.0801 loss: 2.0801 2022/06/26 22:07:24 - mmengine - INFO - Epoch(train) [119][3180/3757] lr: 2.653e-03 eta: 16:45:56 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 9.0009 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.0977 loss: 2.0977 2022/06/26 22:07:29 - mmengine - INFO - Epoch(train) [119][3200/3757] lr: 2.653e-03 eta: 16:45:50 time: 0.325 data_time: 0.006 memory: 5036 grad_norm: 9.0803 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.4595 loss: 2.4595 2022/06/26 22:07:35 - mmengine - INFO - Epoch(train) [119][3220/3757] lr: 2.653e-03 eta: 16:45:45 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 9.3360 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7962 loss: 1.7962 2022/06/26 22:07:40 - mmengine - INFO - Epoch(train) [119][3240/3757] lr: 2.653e-03 eta: 16:45:40 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 7.2992 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0012 loss: 2.0012 2022/06/26 22:07:45 - mmengine - INFO - Epoch(train) [119][3260/3757] lr: 2.653e-03 eta: 16:45:35 time: 0.250 data_time: 0.010 memory: 5036 grad_norm: 8.8170 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.7403 loss: 1.7403 2022/06/26 22:07:51 - mmengine - INFO - Epoch(train) [119][3280/3757] lr: 2.653e-03 eta: 16:45:29 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 8.7112 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.8235 loss: 1.8235 2022/06/26 22:07:56 - mmengine - INFO - Epoch(train) [119][3300/3757] lr: 2.653e-03 eta: 16:45:24 time: 0.250 data_time: 0.009 memory: 5036 grad_norm: 8.5652 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.0689 loss: 2.0689 2022/06/26 22:08:01 - mmengine - INFO - Epoch(train) [119][3320/3757] lr: 2.653e-03 eta: 16:45:19 time: 0.251 data_time: 0.004 memory: 5036 grad_norm: 9.4286 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.1105 loss: 2.1105 2022/06/26 22:08:06 - mmengine - INFO - Epoch(train) [119][3340/3757] lr: 2.653e-03 eta: 16:45:14 time: 0.254 data_time: 0.008 memory: 5036 grad_norm: 8.7942 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.3708 loss: 2.3708 2022/06/26 22:08:12 - mmengine - INFO - Epoch(train) [119][3360/3757] lr: 2.653e-03 eta: 16:45:08 time: 0.259 data_time: 0.009 memory: 5036 grad_norm: 8.7491 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8220 loss: 1.8220 2022/06/26 22:08:17 - mmengine - INFO - Epoch(train) [119][3380/3757] lr: 2.653e-03 eta: 16:45:03 time: 0.250 data_time: 0.009 memory: 5036 grad_norm: 10.6490 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.0474 loss: 2.0474 2022/06/26 22:08:22 - mmengine - INFO - Epoch(train) [119][3400/3757] lr: 2.653e-03 eta: 16:44:58 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 9.2305 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9707 loss: 1.9707 2022/06/26 22:08:27 - mmengine - INFO - Epoch(train) [119][3420/3757] lr: 2.653e-03 eta: 16:44:53 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 8.4051 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9900 loss: 1.9900 2022/06/26 22:08:32 - mmengine - INFO - Epoch(train) [119][3440/3757] lr: 2.653e-03 eta: 16:44:47 time: 0.247 data_time: 0.008 memory: 5036 grad_norm: 8.9213 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.7618 loss: 1.7618 2022/06/26 22:08:38 - mmengine - INFO - Epoch(train) [119][3460/3757] lr: 2.653e-03 eta: 16:44:42 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 8.0382 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5496 loss: 2.5496 2022/06/26 22:08:43 - mmengine - INFO - Epoch(train) [119][3480/3757] lr: 2.653e-03 eta: 16:44:37 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 9.9158 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8106 loss: 1.8106 2022/06/26 22:08:48 - mmengine - INFO - Epoch(train) [119][3500/3757] lr: 2.653e-03 eta: 16:44:31 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 9.9050 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2774 loss: 2.2774 2022/06/26 22:08:54 - mmengine - INFO - Epoch(train) [119][3520/3757] lr: 2.653e-03 eta: 16:44:26 time: 0.251 data_time: 0.009 memory: 5036 grad_norm: 8.4287 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.2469 loss: 2.2469 2022/06/26 22:08:59 - mmengine - INFO - Epoch(train) [119][3540/3757] lr: 2.653e-03 eta: 16:44:21 time: 0.259 data_time: 0.009 memory: 5036 grad_norm: 10.0511 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.2682 loss: 2.2682 2022/06/26 22:09:04 - mmengine - INFO - Epoch(train) [119][3560/3757] lr: 2.653e-03 eta: 16:44:16 time: 0.250 data_time: 0.009 memory: 5036 grad_norm: 8.3947 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1066 loss: 2.1066 2022/06/26 22:09:09 - mmengine - INFO - Epoch(train) [119][3580/3757] lr: 2.653e-03 eta: 16:44:10 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 9.6602 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3639 loss: 2.3639 2022/06/26 22:09:14 - mmengine - INFO - Epoch(train) [119][3600/3757] lr: 2.653e-03 eta: 16:44:05 time: 0.291 data_time: 0.004 memory: 5036 grad_norm: 8.3162 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9305 loss: 1.9305 2022/06/26 22:09:19 - mmengine - INFO - Epoch(train) [119][3620/3757] lr: 2.653e-03 eta: 16:44:00 time: 0.252 data_time: 0.008 memory: 5036 grad_norm: 8.5646 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.8045 loss: 1.8045 2022/06/26 22:09:25 - mmengine - INFO - Epoch(train) [119][3640/3757] lr: 2.653e-03 eta: 16:43:54 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 8.4785 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5758 loss: 2.5758 2022/06/26 22:09:30 - mmengine - INFO - Epoch(train) [119][3660/3757] lr: 2.653e-03 eta: 16:43:49 time: 0.307 data_time: 0.019 memory: 5036 grad_norm: 7.9505 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1727 loss: 2.1727 2022/06/26 22:09:34 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 22:09:35 - mmengine - INFO - Epoch(train) [119][3680/3757] lr: 2.653e-03 eta: 16:43:44 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 9.0293 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2971 loss: 2.2971 2022/06/26 22:09:40 - mmengine - INFO - Epoch(train) [119][3700/3757] lr: 2.653e-03 eta: 16:43:39 time: 0.253 data_time: 0.008 memory: 5036 grad_norm: 9.9516 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2539 loss: 2.2539 2022/06/26 22:09:46 - mmengine - INFO - Epoch(train) [119][3720/3757] lr: 2.653e-03 eta: 16:43:33 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 8.7479 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.5645 loss: 1.5645 2022/06/26 22:09:51 - mmengine - INFO - Epoch(train) [119][3740/3757] lr: 2.653e-03 eta: 16:43:28 time: 0.238 data_time: 0.003 memory: 5036 grad_norm: 8.6049 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 2.0122 loss: 2.0122 2022/06/26 22:09:55 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 22:09:55 - mmengine - INFO - Saving checkpoint at 119 epochs 2022/06/26 22:10:09 - mmengine - INFO - Epoch(val) [119][20/310] eta: 0:01:46 time: 0.108 data_time: 0.001 memory: 5036 2022/06/26 22:10:13 - mmengine - INFO - Epoch(val) [119][40/310] eta: 0:01:25 time: 0.106 data_time: 0.002 memory: 1723 2022/06/26 22:10:18 - mmengine - INFO - Epoch(val) [119][60/310] eta: 0:00:27 time: 0.103 data_time: 0.002 memory: 1723 2022/06/26 22:10:23 - mmengine - INFO - Epoch(val) [119][80/310] eta: 0:00:30 time: 0.108 data_time: 0.001 memory: 1723 2022/06/26 22:10:29 - mmengine - INFO - Epoch(val) [119][100/310] eta: 0:01:04 time: 0.109 data_time: 0.002 memory: 1723 2022/06/26 22:10:35 - mmengine - INFO - Epoch(val) [119][120/310] eta: 0:01:10 time: 0.808 data_time: 0.706 memory: 1723 2022/06/26 22:10:40 - mmengine - INFO - Epoch(val) [119][140/310] eta: 0:00:41 time: 0.109 data_time: 0.002 memory: 1723 2022/06/26 22:10:44 - mmengine - INFO - Epoch(val) [119][160/310] eta: 0:00:27 time: 0.103 data_time: 0.002 memory: 1723 2022/06/26 22:10:50 - mmengine - INFO - Epoch(val) [119][180/310] eta: 0:00:37 time: 0.103 data_time: 0.002 memory: 1723 2022/06/26 22:10:55 - mmengine - INFO - Epoch(val) [119][200/310] eta: 0:00:38 time: 0.630 data_time: 0.523 memory: 1723 2022/06/26 22:11:00 - mmengine - INFO - Epoch(val) [119][220/310] eta: 0:00:14 time: 0.109 data_time: 0.002 memory: 1723 2022/06/26 22:11:04 - mmengine - INFO - Epoch(val) [119][240/310] eta: 0:00:08 time: 0.104 data_time: 0.002 memory: 1723 2022/06/26 22:11:11 - mmengine - INFO - Epoch(val) [119][260/310] eta: 0:00:18 time: 0.103 data_time: 0.002 memory: 1723 2022/06/26 22:11:15 - mmengine - INFO - Epoch(val) [119][280/310] eta: 0:00:08 time: 0.109 data_time: 0.001 memory: 1723 2022/06/26 22:11:17 - mmengine - INFO - Epoch(val) [119][300/310] eta: 0:00:01 time: 0.102 data_time: 0.001 memory: 1723 2022/06/26 22:11:19 - mmengine - INFO - Epoch(val) [119][310/310] acc/top1: 0.5684 acc/top5: 0.7964 acc/mean1: 0.5683 2022/06/26 22:11:29 - mmengine - INFO - Epoch(train) [120][20/3757] lr: 2.576e-03 eta: 16:43:19 time: 0.293 data_time: 0.045 memory: 5036 grad_norm: 9.5163 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0302 loss: 2.0302 2022/06/26 22:11:34 - mmengine - INFO - Epoch(train) [120][40/3757] lr: 2.576e-03 eta: 16:43:14 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 10.3867 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.5710 loss: 1.5710 2022/06/26 22:11:40 - mmengine - INFO - Epoch(train) [120][60/3757] lr: 2.576e-03 eta: 16:43:09 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 8.8756 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3221 loss: 2.3221 2022/06/26 22:11:45 - mmengine - INFO - Epoch(train) [120][80/3757] lr: 2.576e-03 eta: 16:43:04 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 7.8869 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6612 loss: 1.6612 2022/06/26 22:11:50 - mmengine - INFO - Epoch(train) [120][100/3757] lr: 2.576e-03 eta: 16:42:58 time: 0.285 data_time: 0.022 memory: 5036 grad_norm: 7.7908 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2055 loss: 2.2055 2022/06/26 22:11:55 - mmengine - INFO - Epoch(train) [120][120/3757] lr: 2.576e-03 eta: 16:42:53 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 7.3754 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3938 loss: 2.3938 2022/06/26 22:12:01 - mmengine - INFO - Epoch(train) [120][140/3757] lr: 2.576e-03 eta: 16:42:48 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 7.8283 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3214 loss: 2.3214 2022/06/26 22:12:06 - mmengine - INFO - Epoch(train) [120][160/3757] lr: 2.576e-03 eta: 16:42:43 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 7.3409 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.0229 loss: 2.0229 2022/06/26 22:12:11 - mmengine - INFO - Epoch(train) [120][180/3757] lr: 2.576e-03 eta: 16:42:37 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 8.5716 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.7594 loss: 1.7594 2022/06/26 22:12:17 - mmengine - INFO - Epoch(train) [120][200/3757] lr: 2.576e-03 eta: 16:42:32 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 9.2440 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7817 loss: 1.7817 2022/06/26 22:12:22 - mmengine - INFO - Epoch(train) [120][220/3757] lr: 2.576e-03 eta: 16:42:27 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 9.6504 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0966 loss: 2.0966 2022/06/26 22:12:27 - mmengine - INFO - Epoch(train) [120][240/3757] lr: 2.576e-03 eta: 16:42:22 time: 0.256 data_time: 0.005 memory: 5036 grad_norm: 9.1384 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9266 loss: 1.9266 2022/06/26 22:12:33 - mmengine - INFO - Epoch(train) [120][260/3757] lr: 2.576e-03 eta: 16:42:17 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 8.8847 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3945 loss: 2.3945 2022/06/26 22:12:38 - mmengine - INFO - Epoch(train) [120][280/3757] lr: 2.576e-03 eta: 16:42:11 time: 0.274 data_time: 0.003 memory: 5036 grad_norm: 8.8289 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8232 loss: 1.8232 2022/06/26 22:12:44 - mmengine - INFO - Epoch(train) [120][300/3757] lr: 2.576e-03 eta: 16:42:06 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 9.3406 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.7927 loss: 1.7927 2022/06/26 22:12:49 - mmengine - INFO - Epoch(train) [120][320/3757] lr: 2.576e-03 eta: 16:42:01 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.5404 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9238 loss: 1.9238 2022/06/26 22:12:55 - mmengine - INFO - Epoch(train) [120][340/3757] lr: 2.576e-03 eta: 16:41:56 time: 0.276 data_time: 0.009 memory: 5036 grad_norm: 8.6901 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.7623 loss: 1.7623 2022/06/26 22:13:00 - mmengine - INFO - Epoch(train) [120][360/3757] lr: 2.576e-03 eta: 16:41:51 time: 0.272 data_time: 0.003 memory: 5036 grad_norm: 11.4682 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.6868 loss: 1.6868 2022/06/26 22:13:05 - mmengine - INFO - Epoch(train) [120][380/3757] lr: 2.576e-03 eta: 16:41:45 time: 0.257 data_time: 0.011 memory: 5036 grad_norm: 9.0899 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9255 loss: 1.9255 2022/06/26 22:13:10 - mmengine - INFO - Epoch(train) [120][400/3757] lr: 2.576e-03 eta: 16:41:40 time: 0.268 data_time: 0.021 memory: 5036 grad_norm: 10.7923 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.9825 loss: 1.9825 2022/06/26 22:13:16 - mmengine - INFO - Epoch(train) [120][420/3757] lr: 2.576e-03 eta: 16:41:35 time: 0.264 data_time: 0.007 memory: 5036 grad_norm: 7.9980 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9730 loss: 1.9730 2022/06/26 22:13:21 - mmengine - INFO - Epoch(train) [120][440/3757] lr: 2.576e-03 eta: 16:41:30 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 8.7939 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3135 loss: 2.3135 2022/06/26 22:13:26 - mmengine - INFO - Epoch(train) [120][460/3757] lr: 2.576e-03 eta: 16:41:24 time: 0.256 data_time: 0.015 memory: 5036 grad_norm: 9.8821 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1611 loss: 2.1611 2022/06/26 22:13:32 - mmengine - INFO - Epoch(train) [120][480/3757] lr: 2.576e-03 eta: 16:41:19 time: 0.274 data_time: 0.006 memory: 5036 grad_norm: 7.7815 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.1577 loss: 2.1577 2022/06/26 22:13:37 - mmengine - INFO - Epoch(train) [120][500/3757] lr: 2.576e-03 eta: 16:41:14 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 8.4694 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.0593 loss: 2.0593 2022/06/26 22:13:42 - mmengine - INFO - Epoch(train) [120][520/3757] lr: 2.576e-03 eta: 16:41:09 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.0159 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0885 loss: 2.0885 2022/06/26 22:13:47 - mmengine - INFO - Epoch(train) [120][540/3757] lr: 2.576e-03 eta: 16:41:03 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 9.3102 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9346 loss: 1.9346 2022/06/26 22:13:53 - mmengine - INFO - Epoch(train) [120][560/3757] lr: 2.576e-03 eta: 16:40:58 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 9.2339 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1675 loss: 2.1675 2022/06/26 22:13:58 - mmengine - INFO - Epoch(train) [120][580/3757] lr: 2.576e-03 eta: 16:40:53 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 7.4654 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7639 loss: 1.7639 2022/06/26 22:14:03 - mmengine - INFO - Epoch(train) [120][600/3757] lr: 2.576e-03 eta: 16:40:48 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 9.0260 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3422 loss: 2.3422 2022/06/26 22:14:08 - mmengine - INFO - Epoch(train) [120][620/3757] lr: 2.576e-03 eta: 16:40:42 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 9.1173 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3362 loss: 2.3362 2022/06/26 22:14:14 - mmengine - INFO - Epoch(train) [120][640/3757] lr: 2.576e-03 eta: 16:40:37 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 7.9988 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9015 loss: 1.9015 2022/06/26 22:14:19 - mmengine - INFO - Epoch(train) [120][660/3757] lr: 2.576e-03 eta: 16:40:32 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 7.9551 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4584 loss: 2.4584 2022/06/26 22:14:24 - mmengine - INFO - Epoch(train) [120][680/3757] lr: 2.576e-03 eta: 16:40:27 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 9.5559 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.2093 loss: 2.2093 2022/06/26 22:14:29 - mmengine - INFO - Epoch(train) [120][700/3757] lr: 2.576e-03 eta: 16:40:21 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 8.3212 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6156 loss: 1.6156 2022/06/26 22:14:35 - mmengine - INFO - Epoch(train) [120][720/3757] lr: 2.576e-03 eta: 16:40:16 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 9.9509 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0144 loss: 2.0144 2022/06/26 22:14:40 - mmengine - INFO - Epoch(train) [120][740/3757] lr: 2.576e-03 eta: 16:40:11 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 10.7251 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 1.9280 loss: 1.9280 2022/06/26 22:14:45 - mmengine - INFO - Epoch(train) [120][760/3757] lr: 2.576e-03 eta: 16:40:05 time: 0.260 data_time: 0.009 memory: 5036 grad_norm: 7.1214 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.9475 loss: 1.9475 2022/06/26 22:14:50 - mmengine - INFO - Epoch(train) [120][780/3757] lr: 2.576e-03 eta: 16:40:00 time: 0.321 data_time: 0.003 memory: 5036 grad_norm: 10.9186 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2338 loss: 2.2338 2022/06/26 22:14:55 - mmengine - INFO - Epoch(train) [120][800/3757] lr: 2.576e-03 eta: 16:39:55 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 8.0646 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.8513 loss: 1.8513 2022/06/26 22:15:01 - mmengine - INFO - Epoch(train) [120][820/3757] lr: 2.576e-03 eta: 16:39:50 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 8.9427 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1078 loss: 2.1078 2022/06/26 22:15:06 - mmengine - INFO - Epoch(train) [120][840/3757] lr: 2.576e-03 eta: 16:39:44 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 11.0637 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2147 loss: 2.2147 2022/06/26 22:15:11 - mmengine - INFO - Epoch(train) [120][860/3757] lr: 2.576e-03 eta: 16:39:39 time: 0.269 data_time: 0.008 memory: 5036 grad_norm: 8.2971 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.2482 loss: 2.2482 2022/06/26 22:15:16 - mmengine - INFO - Epoch(train) [120][880/3757] lr: 2.576e-03 eta: 16:39:34 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.7133 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9827 loss: 1.9827 2022/06/26 22:15:21 - mmengine - INFO - Epoch(train) [120][900/3757] lr: 2.576e-03 eta: 16:39:28 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 9.4838 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8578 loss: 1.8578 2022/06/26 22:15:26 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 22:15:27 - mmengine - INFO - Epoch(train) [120][920/3757] lr: 2.576e-03 eta: 16:39:23 time: 0.257 data_time: 0.008 memory: 5036 grad_norm: 8.8104 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.1254 loss: 2.1254 2022/06/26 22:15:32 - mmengine - INFO - Epoch(train) [120][940/3757] lr: 2.576e-03 eta: 16:39:18 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 8.2178 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.7551 loss: 1.7551 2022/06/26 22:15:37 - mmengine - INFO - Epoch(train) [120][960/3757] lr: 2.576e-03 eta: 16:39:13 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 8.2073 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.2936 loss: 2.2936 2022/06/26 22:15:43 - mmengine - INFO - Epoch(train) [120][980/3757] lr: 2.576e-03 eta: 16:39:07 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 8.9953 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9327 loss: 1.9327 2022/06/26 22:15:48 - mmengine - INFO - Epoch(train) [120][1000/3757] lr: 2.576e-03 eta: 16:39:02 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 9.2044 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0653 loss: 2.0653 2022/06/26 22:15:53 - mmengine - INFO - Epoch(train) [120][1020/3757] lr: 2.576e-03 eta: 16:38:57 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 8.4943 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0194 loss: 2.0194 2022/06/26 22:15:58 - mmengine - INFO - Epoch(train) [120][1040/3757] lr: 2.576e-03 eta: 16:38:52 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 8.5122 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4715 loss: 1.4715 2022/06/26 22:16:03 - mmengine - INFO - Epoch(train) [120][1060/3757] lr: 2.576e-03 eta: 16:38:46 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 9.6233 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3119 loss: 2.3119 2022/06/26 22:16:09 - mmengine - INFO - Epoch(train) [120][1080/3757] lr: 2.576e-03 eta: 16:38:41 time: 0.266 data_time: 0.006 memory: 5036 grad_norm: 10.1989 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.1833 loss: 2.1833 2022/06/26 22:16:14 - mmengine - INFO - Epoch(train) [120][1100/3757] lr: 2.576e-03 eta: 16:38:36 time: 0.266 data_time: 0.006 memory: 5036 grad_norm: 8.0206 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.8865 loss: 1.8865 2022/06/26 22:16:19 - mmengine - INFO - Epoch(train) [120][1120/3757] lr: 2.576e-03 eta: 16:38:30 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 7.6812 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4379 loss: 2.4379 2022/06/26 22:16:24 - mmengine - INFO - Epoch(train) [120][1140/3757] lr: 2.576e-03 eta: 16:38:25 time: 0.265 data_time: 0.006 memory: 5036 grad_norm: 9.3887 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2065 loss: 2.2065 2022/06/26 22:16:29 - mmengine - INFO - Epoch(train) [120][1160/3757] lr: 2.576e-03 eta: 16:38:20 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 8.0804 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2224 loss: 2.2224 2022/06/26 22:16:35 - mmengine - INFO - Epoch(train) [120][1180/3757] lr: 2.576e-03 eta: 16:38:15 time: 0.262 data_time: 0.008 memory: 5036 grad_norm: 8.3239 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.1232 loss: 2.1232 2022/06/26 22:16:40 - mmengine - INFO - Epoch(train) [120][1200/3757] lr: 2.576e-03 eta: 16:38:09 time: 0.270 data_time: 0.007 memory: 5036 grad_norm: 11.4389 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.8903 loss: 1.8903 2022/06/26 22:16:45 - mmengine - INFO - Epoch(train) [120][1220/3757] lr: 2.576e-03 eta: 16:38:04 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 8.1749 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4860 loss: 2.4860 2022/06/26 22:16:51 - mmengine - INFO - Epoch(train) [120][1240/3757] lr: 2.576e-03 eta: 16:37:59 time: 0.325 data_time: 0.006 memory: 5036 grad_norm: 8.7700 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4285 loss: 1.4285 2022/06/26 22:16:56 - mmengine - INFO - Epoch(train) [120][1260/3757] lr: 2.576e-03 eta: 16:37:53 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 9.8376 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8149 loss: 1.8149 2022/06/26 22:17:01 - mmengine - INFO - Epoch(train) [120][1280/3757] lr: 2.576e-03 eta: 16:37:48 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 9.5446 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 1.9416 loss: 1.9416 2022/06/26 22:17:06 - mmengine - INFO - Epoch(train) [120][1300/3757] lr: 2.576e-03 eta: 16:37:43 time: 0.249 data_time: 0.007 memory: 5036 grad_norm: 8.9965 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2846 loss: 2.2846 2022/06/26 22:17:11 - mmengine - INFO - Epoch(train) [120][1320/3757] lr: 2.576e-03 eta: 16:37:38 time: 0.266 data_time: 0.003 memory: 5036 grad_norm: 8.9297 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1107 loss: 2.1107 2022/06/26 22:17:17 - mmengine - INFO - Epoch(train) [120][1340/3757] lr: 2.576e-03 eta: 16:37:32 time: 0.254 data_time: 0.011 memory: 5036 grad_norm: 9.1771 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4268 loss: 2.4268 2022/06/26 22:17:22 - mmengine - INFO - Epoch(train) [120][1360/3757] lr: 2.576e-03 eta: 16:37:27 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 10.1840 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0419 loss: 2.0419 2022/06/26 22:17:27 - mmengine - INFO - Epoch(train) [120][1380/3757] lr: 2.576e-03 eta: 16:37:22 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 8.2021 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.0664 loss: 2.0664 2022/06/26 22:17:32 - mmengine - INFO - Epoch(train) [120][1400/3757] lr: 2.576e-03 eta: 16:37:17 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 9.2870 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 1.7331 loss: 1.7331 2022/06/26 22:17:38 - mmengine - INFO - Epoch(train) [120][1420/3757] lr: 2.576e-03 eta: 16:37:11 time: 0.265 data_time: 0.006 memory: 5036 grad_norm: 11.1287 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0158 loss: 2.0158 2022/06/26 22:17:43 - mmengine - INFO - Epoch(train) [120][1440/3757] lr: 2.576e-03 eta: 16:37:06 time: 0.266 data_time: 0.017 memory: 5036 grad_norm: 8.9392 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9866 loss: 1.9866 2022/06/26 22:17:48 - mmengine - INFO - Epoch(train) [120][1460/3757] lr: 2.576e-03 eta: 16:37:01 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 8.0333 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.6892 loss: 1.6892 2022/06/26 22:17:53 - mmengine - INFO - Epoch(train) [120][1480/3757] lr: 2.576e-03 eta: 16:36:55 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 8.1052 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4301 loss: 2.4301 2022/06/26 22:17:59 - mmengine - INFO - Epoch(train) [120][1500/3757] lr: 2.576e-03 eta: 16:36:50 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 9.9244 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8986 loss: 1.8986 2022/06/26 22:18:04 - mmengine - INFO - Epoch(train) [120][1520/3757] lr: 2.576e-03 eta: 16:36:45 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 8.3963 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.6027 loss: 2.6027 2022/06/26 22:18:09 - mmengine - INFO - Epoch(train) [120][1540/3757] lr: 2.576e-03 eta: 16:36:40 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 7.8860 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1829 loss: 2.1829 2022/06/26 22:18:14 - mmengine - INFO - Epoch(train) [120][1560/3757] lr: 2.576e-03 eta: 16:36:34 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 8.7084 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1524 loss: 2.1524 2022/06/26 22:18:20 - mmengine - INFO - Epoch(train) [120][1580/3757] lr: 2.576e-03 eta: 16:36:29 time: 0.254 data_time: 0.013 memory: 5036 grad_norm: 8.6355 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6420 loss: 1.6420 2022/06/26 22:18:25 - mmengine - INFO - Epoch(train) [120][1600/3757] lr: 2.576e-03 eta: 16:36:24 time: 0.253 data_time: 0.010 memory: 5036 grad_norm: 9.8790 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3360 loss: 2.3360 2022/06/26 22:18:30 - mmengine - INFO - Epoch(train) [120][1620/3757] lr: 2.576e-03 eta: 16:36:18 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 6.2413 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4052 loss: 2.4052 2022/06/26 22:18:35 - mmengine - INFO - Epoch(train) [120][1640/3757] lr: 2.576e-03 eta: 16:36:13 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 9.5857 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8176 loss: 1.8176 2022/06/26 22:18:40 - mmengine - INFO - Epoch(train) [120][1660/3757] lr: 2.576e-03 eta: 16:36:08 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 8.4302 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2879 loss: 2.2879 2022/06/26 22:18:46 - mmengine - INFO - Epoch(train) [120][1680/3757] lr: 2.576e-03 eta: 16:36:03 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 8.6218 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8777 loss: 1.8777 2022/06/26 22:18:51 - mmengine - INFO - Epoch(train) [120][1700/3757] lr: 2.576e-03 eta: 16:35:58 time: 0.597 data_time: 0.019 memory: 5036 grad_norm: 8.3642 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.0962 loss: 2.0962 2022/06/26 22:18:56 - mmengine - INFO - Epoch(train) [120][1720/3757] lr: 2.576e-03 eta: 16:35:52 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 8.5051 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.5466 loss: 2.5466 2022/06/26 22:19:02 - mmengine - INFO - Epoch(train) [120][1740/3757] lr: 2.576e-03 eta: 16:35:47 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 7.6935 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.8336 loss: 1.8336 2022/06/26 22:19:07 - mmengine - INFO - Epoch(train) [120][1760/3757] lr: 2.576e-03 eta: 16:35:42 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 9.7560 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0130 loss: 2.0130 2022/06/26 22:19:12 - mmengine - INFO - Epoch(train) [120][1780/3757] lr: 2.576e-03 eta: 16:35:36 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 9.0281 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2895 loss: 2.2895 2022/06/26 22:19:17 - mmengine - INFO - Epoch(train) [120][1800/3757] lr: 2.576e-03 eta: 16:35:31 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 9.2088 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3771 loss: 2.3771 2022/06/26 22:19:22 - mmengine - INFO - Epoch(train) [120][1820/3757] lr: 2.576e-03 eta: 16:35:26 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 8.5920 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0954 loss: 2.0954 2022/06/26 22:19:28 - mmengine - INFO - Epoch(train) [120][1840/3757] lr: 2.576e-03 eta: 16:35:21 time: 0.257 data_time: 0.008 memory: 5036 grad_norm: 7.8860 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5847 loss: 1.5847 2022/06/26 22:19:33 - mmengine - INFO - Epoch(train) [120][1860/3757] lr: 2.576e-03 eta: 16:35:15 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 8.5392 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.0465 loss: 2.0465 2022/06/26 22:19:38 - mmengine - INFO - Epoch(train) [120][1880/3757] lr: 2.576e-03 eta: 16:35:10 time: 0.252 data_time: 0.008 memory: 5036 grad_norm: 8.8570 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.0155 loss: 2.0155 2022/06/26 22:19:43 - mmengine - INFO - Epoch(train) [120][1900/3757] lr: 2.576e-03 eta: 16:35:05 time: 0.257 data_time: 0.014 memory: 5036 grad_norm: 8.1041 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1720 loss: 2.1720 2022/06/26 22:19:48 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 22:19:49 - mmengine - INFO - Epoch(train) [120][1920/3757] lr: 2.576e-03 eta: 16:34:59 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 8.8476 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.6549 loss: 1.6549 2022/06/26 22:19:54 - mmengine - INFO - Epoch(train) [120][1940/3757] lr: 2.576e-03 eta: 16:34:54 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 9.6574 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2546 loss: 2.2546 2022/06/26 22:19:59 - mmengine - INFO - Epoch(train) [120][1960/3757] lr: 2.576e-03 eta: 16:34:49 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 9.4963 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.8168 loss: 1.8168 2022/06/26 22:20:05 - mmengine - INFO - Epoch(train) [120][1980/3757] lr: 2.576e-03 eta: 16:34:44 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 8.5637 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2981 loss: 2.2981 2022/06/26 22:20:10 - mmengine - INFO - Epoch(train) [120][2000/3757] lr: 2.576e-03 eta: 16:34:38 time: 0.250 data_time: 0.007 memory: 5036 grad_norm: 8.0777 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.6752 loss: 1.6752 2022/06/26 22:20:15 - mmengine - INFO - Epoch(train) [120][2020/3757] lr: 2.576e-03 eta: 16:34:33 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 8.1335 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.8342 loss: 1.8342 2022/06/26 22:20:20 - mmengine - INFO - Epoch(train) [120][2040/3757] lr: 2.576e-03 eta: 16:34:28 time: 0.248 data_time: 0.007 memory: 5036 grad_norm: 9.2177 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.0136 loss: 2.0136 2022/06/26 22:20:25 - mmengine - INFO - Epoch(train) [120][2060/3757] lr: 2.576e-03 eta: 16:34:23 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 8.7665 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.9719 loss: 1.9719 2022/06/26 22:20:31 - mmengine - INFO - Epoch(train) [120][2080/3757] lr: 2.576e-03 eta: 16:34:17 time: 0.326 data_time: 0.006 memory: 5036 grad_norm: 8.4474 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7074 loss: 1.7074 2022/06/26 22:20:36 - mmengine - INFO - Epoch(train) [120][2100/3757] lr: 2.576e-03 eta: 16:34:12 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 8.9571 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9459 loss: 1.9459 2022/06/26 22:20:42 - mmengine - INFO - Epoch(train) [120][2120/3757] lr: 2.576e-03 eta: 16:34:07 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.0058 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.3934 loss: 2.3934 2022/06/26 22:20:47 - mmengine - INFO - Epoch(train) [120][2140/3757] lr: 2.576e-03 eta: 16:34:02 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 8.5301 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9203 loss: 1.9203 2022/06/26 22:20:52 - mmengine - INFO - Epoch(train) [120][2160/3757] lr: 2.576e-03 eta: 16:33:57 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 8.0636 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5881 loss: 1.5881 2022/06/26 22:20:58 - mmengine - INFO - Epoch(train) [120][2180/3757] lr: 2.576e-03 eta: 16:33:51 time: 0.264 data_time: 0.011 memory: 5036 grad_norm: 10.4284 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3922 loss: 2.3922 2022/06/26 22:21:03 - mmengine - INFO - Epoch(train) [120][2200/3757] lr: 2.576e-03 eta: 16:33:46 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 9.1801 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.9344 loss: 1.9344 2022/06/26 22:21:08 - mmengine - INFO - Epoch(train) [120][2220/3757] lr: 2.576e-03 eta: 16:33:41 time: 0.260 data_time: 0.012 memory: 5036 grad_norm: 8.8591 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9374 loss: 1.9374 2022/06/26 22:21:14 - mmengine - INFO - Epoch(train) [120][2240/3757] lr: 2.576e-03 eta: 16:33:36 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 10.1042 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.1986 loss: 2.1986 2022/06/26 22:21:19 - mmengine - INFO - Epoch(train) [120][2260/3757] lr: 2.576e-03 eta: 16:33:30 time: 0.254 data_time: 0.008 memory: 5036 grad_norm: 9.4775 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1043 loss: 2.1043 2022/06/26 22:21:24 - mmengine - INFO - Epoch(train) [120][2280/3757] lr: 2.576e-03 eta: 16:33:25 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 8.9566 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2740 loss: 2.2740 2022/06/26 22:21:29 - mmengine - INFO - Epoch(train) [120][2300/3757] lr: 2.576e-03 eta: 16:33:20 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 8.4666 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9153 loss: 1.9153 2022/06/26 22:21:34 - mmengine - INFO - Epoch(train) [120][2320/3757] lr: 2.576e-03 eta: 16:33:15 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 8.6820 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0281 loss: 2.0281 2022/06/26 22:21:40 - mmengine - INFO - Epoch(train) [120][2340/3757] lr: 2.576e-03 eta: 16:33:09 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 7.5352 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1164 loss: 2.1164 2022/06/26 22:21:45 - mmengine - INFO - Epoch(train) [120][2360/3757] lr: 2.576e-03 eta: 16:33:04 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 9.2544 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.8364 loss: 1.8364 2022/06/26 22:21:50 - mmengine - INFO - Epoch(train) [120][2380/3757] lr: 2.576e-03 eta: 16:32:59 time: 0.275 data_time: 0.003 memory: 5036 grad_norm: 9.1047 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2365 loss: 2.2365 2022/06/26 22:21:55 - mmengine - INFO - Epoch(train) [120][2400/3757] lr: 2.576e-03 eta: 16:32:53 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 8.8575 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4502 loss: 2.4502 2022/06/26 22:22:01 - mmengine - INFO - Epoch(train) [120][2420/3757] lr: 2.576e-03 eta: 16:32:48 time: 0.269 data_time: 0.012 memory: 5036 grad_norm: 9.0246 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9642 loss: 1.9642 2022/06/26 22:22:06 - mmengine - INFO - Epoch(train) [120][2440/3757] lr: 2.576e-03 eta: 16:32:43 time: 0.257 data_time: 0.008 memory: 5036 grad_norm: 9.3841 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9447 loss: 1.9447 2022/06/26 22:22:11 - mmengine - INFO - Epoch(train) [120][2460/3757] lr: 2.576e-03 eta: 16:32:38 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 8.9268 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0405 loss: 2.0405 2022/06/26 22:22:16 - mmengine - INFO - Epoch(train) [120][2480/3757] lr: 2.576e-03 eta: 16:32:32 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 9.7226 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.0660 loss: 2.0660 2022/06/26 22:22:22 - mmengine - INFO - Epoch(train) [120][2500/3757] lr: 2.576e-03 eta: 16:32:27 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 8.3289 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7508 loss: 1.7508 2022/06/26 22:22:27 - mmengine - INFO - Epoch(train) [120][2520/3757] lr: 2.576e-03 eta: 16:32:22 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 8.6899 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7028 loss: 1.7028 2022/06/26 22:22:32 - mmengine - INFO - Epoch(train) [120][2540/3757] lr: 2.576e-03 eta: 16:32:17 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 10.8753 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7451 loss: 1.7451 2022/06/26 22:22:38 - mmengine - INFO - Epoch(train) [120][2560/3757] lr: 2.576e-03 eta: 16:32:11 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 8.8970 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.2928 loss: 2.2928 2022/06/26 22:22:43 - mmengine - INFO - Epoch(train) [120][2580/3757] lr: 2.576e-03 eta: 16:32:06 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 9.8218 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 1.9859 loss: 1.9859 2022/06/26 22:22:48 - mmengine - INFO - Epoch(train) [120][2600/3757] lr: 2.576e-03 eta: 16:32:01 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 9.2397 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8125 loss: 1.8125 2022/06/26 22:22:53 - mmengine - INFO - Epoch(train) [120][2620/3757] lr: 2.576e-03 eta: 16:31:56 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 8.6037 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0066 loss: 2.0066 2022/06/26 22:22:58 - mmengine - INFO - Epoch(train) [120][2640/3757] lr: 2.576e-03 eta: 16:31:50 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 9.3035 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1792 loss: 2.1792 2022/06/26 22:23:04 - mmengine - INFO - Epoch(train) [120][2660/3757] lr: 2.576e-03 eta: 16:31:45 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 8.8420 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.3370 loss: 2.3370 2022/06/26 22:23:09 - mmengine - INFO - Epoch(train) [120][2680/3757] lr: 2.576e-03 eta: 16:31:40 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 7.8135 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.3906 loss: 2.3906 2022/06/26 22:23:14 - mmengine - INFO - Epoch(train) [120][2700/3757] lr: 2.576e-03 eta: 16:31:35 time: 0.258 data_time: 0.010 memory: 5036 grad_norm: 7.7997 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0230 loss: 2.0230 2022/06/26 22:23:20 - mmengine - INFO - Epoch(train) [120][2720/3757] lr: 2.576e-03 eta: 16:31:29 time: 0.255 data_time: 0.008 memory: 5036 grad_norm: 8.4082 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.9301 loss: 1.9301 2022/06/26 22:23:25 - mmengine - INFO - Epoch(train) [120][2740/3757] lr: 2.576e-03 eta: 16:31:24 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 7.8241 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3037 loss: 2.3037 2022/06/26 22:23:30 - mmengine - INFO - Epoch(train) [120][2760/3757] lr: 2.576e-03 eta: 16:31:19 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 9.8201 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.9865 loss: 1.9865 2022/06/26 22:23:36 - mmengine - INFO - Epoch(train) [120][2780/3757] lr: 2.576e-03 eta: 16:31:14 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 9.6602 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.1178 loss: 2.1178 2022/06/26 22:23:41 - mmengine - INFO - Epoch(train) [120][2800/3757] lr: 2.576e-03 eta: 16:31:08 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 10.7995 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7386 loss: 1.7386 2022/06/26 22:23:46 - mmengine - INFO - Epoch(train) [120][2820/3757] lr: 2.576e-03 eta: 16:31:03 time: 0.255 data_time: 0.004 memory: 5036 grad_norm: 8.9686 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9944 loss: 1.9944 2022/06/26 22:23:51 - mmengine - INFO - Epoch(train) [120][2840/3757] lr: 2.576e-03 eta: 16:30:58 time: 0.265 data_time: 0.006 memory: 5036 grad_norm: 9.8767 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.8986 loss: 1.8986 2022/06/26 22:23:56 - mmengine - INFO - Epoch(train) [120][2860/3757] lr: 2.576e-03 eta: 16:30:52 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 9.9923 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.2622 loss: 2.2622 2022/06/26 22:24:02 - mmengine - INFO - Epoch(train) [120][2880/3757] lr: 2.576e-03 eta: 16:30:47 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 8.9893 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.0107 loss: 2.0107 2022/06/26 22:24:07 - mmengine - INFO - Epoch(train) [120][2900/3757] lr: 2.576e-03 eta: 16:30:42 time: 0.258 data_time: 0.004 memory: 5036 grad_norm: 7.0951 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4087 loss: 1.4087 2022/06/26 22:24:11 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 22:24:12 - mmengine - INFO - Epoch(train) [120][2920/3757] lr: 2.576e-03 eta: 16:30:37 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 7.7382 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9021 loss: 1.9021 2022/06/26 22:24:17 - mmengine - INFO - Epoch(train) [120][2940/3757] lr: 2.576e-03 eta: 16:30:31 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 9.4773 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7576 loss: 1.7576 2022/06/26 22:24:23 - mmengine - INFO - Epoch(train) [120][2960/3757] lr: 2.576e-03 eta: 16:30:26 time: 0.254 data_time: 0.013 memory: 5036 grad_norm: 9.2136 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8965 loss: 1.8965 2022/06/26 22:24:28 - mmengine - INFO - Epoch(train) [120][2980/3757] lr: 2.576e-03 eta: 16:30:21 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 7.7833 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1145 loss: 2.1145 2022/06/26 22:24:33 - mmengine - INFO - Epoch(train) [120][3000/3757] lr: 2.576e-03 eta: 16:30:16 time: 0.259 data_time: 0.009 memory: 5036 grad_norm: 7.5981 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8244 loss: 1.8244 2022/06/26 22:24:39 - mmengine - INFO - Epoch(train) [120][3020/3757] lr: 2.576e-03 eta: 16:30:10 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 9.6527 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.5533 loss: 1.5533 2022/06/26 22:24:44 - mmengine - INFO - Epoch(train) [120][3040/3757] lr: 2.576e-03 eta: 16:30:05 time: 0.263 data_time: 0.012 memory: 5036 grad_norm: 9.6064 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.3891 loss: 2.3891 2022/06/26 22:24:49 - mmengine - INFO - Epoch(train) [120][3060/3757] lr: 2.576e-03 eta: 16:30:00 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 10.8091 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.8556 loss: 1.8556 2022/06/26 22:24:55 - mmengine - INFO - Epoch(train) [120][3080/3757] lr: 2.576e-03 eta: 16:29:55 time: 0.259 data_time: 0.013 memory: 5036 grad_norm: 9.4514 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1670 loss: 2.1670 2022/06/26 22:25:00 - mmengine - INFO - Epoch(train) [120][3100/3757] lr: 2.576e-03 eta: 16:29:49 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 8.0641 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0052 loss: 2.0052 2022/06/26 22:25:05 - mmengine - INFO - Epoch(train) [120][3120/3757] lr: 2.576e-03 eta: 16:29:44 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 7.5658 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.4461 loss: 2.4461 2022/06/26 22:25:10 - mmengine - INFO - Epoch(train) [120][3140/3757] lr: 2.576e-03 eta: 16:29:39 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 8.2468 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9002 loss: 1.9002 2022/06/26 22:25:16 - mmengine - INFO - Epoch(train) [120][3160/3757] lr: 2.576e-03 eta: 16:29:34 time: 0.259 data_time: 0.013 memory: 5036 grad_norm: 7.8337 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5781 loss: 1.5781 2022/06/26 22:25:21 - mmengine - INFO - Epoch(train) [120][3180/3757] lr: 2.576e-03 eta: 16:29:28 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 9.4309 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.5546 loss: 2.5546 2022/06/26 22:25:26 - mmengine - INFO - Epoch(train) [120][3200/3757] lr: 2.576e-03 eta: 16:29:23 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 8.6841 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0583 loss: 2.0583 2022/06/26 22:25:31 - mmengine - INFO - Epoch(train) [120][3220/3757] lr: 2.576e-03 eta: 16:29:18 time: 0.276 data_time: 0.003 memory: 5036 grad_norm: 10.3210 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.3037 loss: 2.3037 2022/06/26 22:25:37 - mmengine - INFO - Epoch(train) [120][3240/3757] lr: 2.576e-03 eta: 16:29:13 time: 0.252 data_time: 0.005 memory: 5036 grad_norm: 8.8751 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.1408 loss: 2.1408 2022/06/26 22:25:42 - mmengine - INFO - Epoch(train) [120][3260/3757] lr: 2.576e-03 eta: 16:29:07 time: 0.255 data_time: 0.012 memory: 5036 grad_norm: 7.7840 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1824 loss: 2.1824 2022/06/26 22:25:47 - mmengine - INFO - Epoch(train) [120][3280/3757] lr: 2.576e-03 eta: 16:29:02 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 8.9560 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2618 loss: 2.2618 2022/06/26 22:25:52 - mmengine - INFO - Epoch(train) [120][3300/3757] lr: 2.576e-03 eta: 16:28:57 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 9.0766 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.9746 loss: 1.9746 2022/06/26 22:25:58 - mmengine - INFO - Epoch(train) [120][3320/3757] lr: 2.576e-03 eta: 16:28:52 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 8.6341 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.9099 loss: 1.9099 2022/06/26 22:26:03 - mmengine - INFO - Epoch(train) [120][3340/3757] lr: 2.576e-03 eta: 16:28:46 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 8.3398 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7629 loss: 1.7629 2022/06/26 22:26:08 - mmengine - INFO - Epoch(train) [120][3360/3757] lr: 2.576e-03 eta: 16:28:41 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 9.2721 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8250 loss: 1.8250 2022/06/26 22:26:13 - mmengine - INFO - Epoch(train) [120][3380/3757] lr: 2.576e-03 eta: 16:28:36 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 9.9498 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3033 loss: 2.3033 2022/06/26 22:26:19 - mmengine - INFO - Epoch(train) [120][3400/3757] lr: 2.576e-03 eta: 16:28:30 time: 0.268 data_time: 0.006 memory: 5036 grad_norm: 9.7296 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2186 loss: 2.2186 2022/06/26 22:26:24 - mmengine - INFO - Epoch(train) [120][3420/3757] lr: 2.576e-03 eta: 16:28:25 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 7.8511 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4916 loss: 2.4916 2022/06/26 22:26:29 - mmengine - INFO - Epoch(train) [120][3440/3757] lr: 2.576e-03 eta: 16:28:20 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 10.3249 top1_acc: 0.2500 top5_acc: 1.0000 loss_cls: 2.3487 loss: 2.3487 2022/06/26 22:26:34 - mmengine - INFO - Epoch(train) [120][3460/3757] lr: 2.576e-03 eta: 16:28:15 time: 0.267 data_time: 0.003 memory: 5036 grad_norm: 7.9737 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0437 loss: 2.0437 2022/06/26 22:26:40 - mmengine - INFO - Epoch(train) [120][3480/3757] lr: 2.576e-03 eta: 16:28:09 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 8.1851 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7067 loss: 2.7067 2022/06/26 22:26:45 - mmengine - INFO - Epoch(train) [120][3500/3757] lr: 2.576e-03 eta: 16:28:04 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 8.7189 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7368 loss: 1.7368 2022/06/26 22:26:50 - mmengine - INFO - Epoch(train) [120][3520/3757] lr: 2.576e-03 eta: 16:27:59 time: 0.256 data_time: 0.010 memory: 5036 grad_norm: 9.1367 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.0280 loss: 2.0280 2022/06/26 22:26:55 - mmengine - INFO - Epoch(train) [120][3540/3757] lr: 2.576e-03 eta: 16:27:54 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 10.9009 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.0948 loss: 2.0948 2022/06/26 22:27:01 - mmengine - INFO - Epoch(train) [120][3560/3757] lr: 2.576e-03 eta: 16:27:48 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 7.2272 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.1476 loss: 2.1476 2022/06/26 22:27:06 - mmengine - INFO - Epoch(train) [120][3580/3757] lr: 2.576e-03 eta: 16:27:43 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 8.4301 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7063 loss: 1.7063 2022/06/26 22:27:11 - mmengine - INFO - Epoch(train) [120][3600/3757] lr: 2.576e-03 eta: 16:27:38 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 10.4845 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.0951 loss: 2.0951 2022/06/26 22:27:17 - mmengine - INFO - Epoch(train) [120][3620/3757] lr: 2.576e-03 eta: 16:27:33 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 9.2907 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.1840 loss: 2.1840 2022/06/26 22:27:22 - mmengine - INFO - Epoch(train) [120][3640/3757] lr: 2.576e-03 eta: 16:27:27 time: 0.304 data_time: 0.029 memory: 5036 grad_norm: 9.7482 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.8891 loss: 1.8891 2022/06/26 22:27:27 - mmengine - INFO - Epoch(train) [120][3660/3757] lr: 2.576e-03 eta: 16:27:22 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 8.3678 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1791 loss: 2.1791 2022/06/26 22:27:33 - mmengine - INFO - Epoch(train) [120][3680/3757] lr: 2.576e-03 eta: 16:27:17 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 9.7361 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2944 loss: 2.2944 2022/06/26 22:27:38 - mmengine - INFO - Epoch(train) [120][3700/3757] lr: 2.576e-03 eta: 16:27:12 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 9.1061 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8892 loss: 1.8892 2022/06/26 22:27:43 - mmengine - INFO - Epoch(train) [120][3720/3757] lr: 2.576e-03 eta: 16:27:06 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 8.3482 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.7960 loss: 1.7960 2022/06/26 22:27:48 - mmengine - INFO - Epoch(train) [120][3740/3757] lr: 2.576e-03 eta: 16:27:01 time: 0.240 data_time: 0.006 memory: 5036 grad_norm: 8.5458 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.8568 loss: 1.8568 2022/06/26 22:27:52 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 22:27:52 - mmengine - INFO - Saving checkpoint at 120 epochs 2022/06/26 22:28:05 - mmengine - INFO - Epoch(val) [120][20/310] eta: 0:01:45 time: 0.109 data_time: 0.008 memory: 5036 2022/06/26 22:28:10 - mmengine - INFO - Epoch(val) [120][40/310] eta: 0:01:32 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 22:28:14 - mmengine - INFO - Epoch(val) [120][60/310] eta: 0:00:26 time: 0.103 data_time: 0.002 memory: 1723 2022/06/26 22:28:19 - mmengine - INFO - Epoch(val) [120][80/310] eta: 0:00:24 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 22:28:26 - mmengine - INFO - Epoch(val) [120][100/310] eta: 0:01:15 time: 0.108 data_time: 0.001 memory: 1723 2022/06/26 22:28:31 - mmengine - INFO - Epoch(val) [120][120/310] eta: 0:01:06 time: 0.101 data_time: 0.005 memory: 1723 2022/06/26 22:28:35 - mmengine - INFO - Epoch(val) [120][140/310] eta: 0:00:23 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 22:28:40 - mmengine - INFO - Epoch(val) [120][160/310] eta: 0:00:15 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 22:28:47 - mmengine - INFO - Epoch(val) [120][180/310] eta: 0:00:47 time: 0.103 data_time: 0.002 memory: 1723 2022/06/26 22:28:52 - mmengine - INFO - Epoch(val) [120][200/310] eta: 0:00:41 time: 0.122 data_time: 0.020 memory: 1723 2022/06/26 22:28:56 - mmengine - INFO - Epoch(val) [120][220/310] eta: 0:00:10 time: 0.109 data_time: 0.001 memory: 1723 2022/06/26 22:29:01 - mmengine - INFO - Epoch(val) [120][240/310] eta: 0:00:07 time: 0.103 data_time: 0.002 memory: 1723 2022/06/26 22:29:08 - mmengine - INFO - Epoch(val) [120][260/310] eta: 0:00:18 time: 0.107 data_time: 0.002 memory: 1723 2022/06/26 22:29:12 - mmengine - INFO - Epoch(val) [120][280/310] eta: 0:00:08 time: 0.123 data_time: 0.002 memory: 1723 2022/06/26 22:29:14 - mmengine - INFO - Epoch(val) [120][300/310] eta: 0:00:01 time: 0.101 data_time: 0.001 memory: 1723 2022/06/26 22:29:17 - mmengine - INFO - Epoch(val) [120][310/310] acc/top1: 0.5639 acc/top5: 0.7978 acc/mean1: 0.5638 2022/06/26 22:29:26 - mmengine - INFO - Epoch(train) [121][20/3757] lr: 2.500e-03 eta: 16:26:53 time: 0.263 data_time: 0.021 memory: 5036 grad_norm: 9.6359 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7967 loss: 1.7967 2022/06/26 22:29:32 - mmengine - INFO - Epoch(train) [121][40/3757] lr: 2.500e-03 eta: 16:26:47 time: 0.453 data_time: 0.003 memory: 5036 grad_norm: 9.8936 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0384 loss: 2.0384 2022/06/26 22:29:37 - mmengine - INFO - Epoch(train) [121][60/3757] lr: 2.500e-03 eta: 16:26:42 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 7.5075 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0261 loss: 2.0261 2022/06/26 22:29:42 - mmengine - INFO - Epoch(train) [121][80/3757] lr: 2.500e-03 eta: 16:26:37 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 9.7455 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.9492 loss: 1.9492 2022/06/26 22:29:48 - mmengine - INFO - Epoch(train) [121][100/3757] lr: 2.500e-03 eta: 16:26:32 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 10.2305 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9618 loss: 1.9618 2022/06/26 22:29:53 - mmengine - INFO - Epoch(train) [121][120/3757] lr: 2.500e-03 eta: 16:26:26 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 8.2623 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.4069 loss: 1.4069 2022/06/26 22:29:58 - mmengine - INFO - Epoch(train) [121][140/3757] lr: 2.500e-03 eta: 16:26:21 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 9.6809 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0931 loss: 2.0931 2022/06/26 22:30:03 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 22:30:03 - mmengine - INFO - Epoch(train) [121][160/3757] lr: 2.500e-03 eta: 16:26:16 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 8.5342 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2262 loss: 2.2262 2022/06/26 22:30:09 - mmengine - INFO - Epoch(train) [121][180/3757] lr: 2.500e-03 eta: 16:26:11 time: 0.271 data_time: 0.003 memory: 5036 grad_norm: 7.8755 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2424 loss: 2.2424 2022/06/26 22:30:14 - mmengine - INFO - Epoch(train) [121][200/3757] lr: 2.500e-03 eta: 16:26:05 time: 0.250 data_time: 0.004 memory: 5036 grad_norm: 9.4460 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.9461 loss: 1.9461 2022/06/26 22:30:19 - mmengine - INFO - Epoch(train) [121][220/3757] lr: 2.500e-03 eta: 16:26:00 time: 0.250 data_time: 0.009 memory: 5036 grad_norm: 7.3590 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6259 loss: 1.6259 2022/06/26 22:30:24 - mmengine - INFO - Epoch(train) [121][240/3757] lr: 2.500e-03 eta: 16:25:55 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 8.2573 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8738 loss: 1.8738 2022/06/26 22:30:30 - mmengine - INFO - Epoch(train) [121][260/3757] lr: 2.500e-03 eta: 16:25:50 time: 0.268 data_time: 0.003 memory: 5036 grad_norm: 8.7911 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.7349 loss: 1.7349 2022/06/26 22:30:35 - mmengine - INFO - Epoch(train) [121][280/3757] lr: 2.500e-03 eta: 16:25:44 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 8.3966 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.8373 loss: 1.8373 2022/06/26 22:30:40 - mmengine - INFO - Epoch(train) [121][300/3757] lr: 2.500e-03 eta: 16:25:39 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 8.7820 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.3300 loss: 2.3300 2022/06/26 22:30:46 - mmengine - INFO - Epoch(train) [121][320/3757] lr: 2.500e-03 eta: 16:25:34 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 8.4765 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9464 loss: 1.9464 2022/06/26 22:30:51 - mmengine - INFO - Epoch(train) [121][340/3757] lr: 2.500e-03 eta: 16:25:29 time: 0.269 data_time: 0.003 memory: 5036 grad_norm: 9.3089 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9753 loss: 1.9753 2022/06/26 22:30:57 - mmengine - INFO - Epoch(train) [121][360/3757] lr: 2.500e-03 eta: 16:25:23 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 9.2035 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3870 loss: 2.3870 2022/06/26 22:31:02 - mmengine - INFO - Epoch(train) [121][380/3757] lr: 2.500e-03 eta: 16:25:18 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 8.0924 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1248 loss: 2.1248 2022/06/26 22:31:07 - mmengine - INFO - Epoch(train) [121][400/3757] lr: 2.500e-03 eta: 16:25:13 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 9.2123 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4323 loss: 2.4323 2022/06/26 22:31:13 - mmengine - INFO - Epoch(train) [121][420/3757] lr: 2.500e-03 eta: 16:25:08 time: 0.285 data_time: 0.003 memory: 5036 grad_norm: 9.2295 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7662 loss: 1.7662 2022/06/26 22:31:18 - mmengine - INFO - Epoch(train) [121][440/3757] lr: 2.500e-03 eta: 16:25:03 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 9.8485 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.3197 loss: 2.3197 2022/06/26 22:31:24 - mmengine - INFO - Epoch(train) [121][460/3757] lr: 2.500e-03 eta: 16:24:58 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 7.9694 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1842 loss: 2.1842 2022/06/26 22:31:29 - mmengine - INFO - Epoch(train) [121][480/3757] lr: 2.500e-03 eta: 16:24:52 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 6.7664 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1614 loss: 2.1614 2022/06/26 22:31:34 - mmengine - INFO - Epoch(train) [121][500/3757] lr: 2.500e-03 eta: 16:24:47 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 9.2571 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8449 loss: 1.8449 2022/06/26 22:31:39 - mmengine - INFO - Epoch(train) [121][520/3757] lr: 2.500e-03 eta: 16:24:42 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 9.2245 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0971 loss: 2.0971 2022/06/26 22:31:45 - mmengine - INFO - Epoch(train) [121][540/3757] lr: 2.500e-03 eta: 16:24:37 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 9.1001 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 1.8661 loss: 1.8661 2022/06/26 22:31:50 - mmengine - INFO - Epoch(train) [121][560/3757] lr: 2.500e-03 eta: 16:24:31 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 9.3233 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.2277 loss: 2.2277 2022/06/26 22:31:55 - mmengine - INFO - Epoch(train) [121][580/3757] lr: 2.500e-03 eta: 16:24:26 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 8.9826 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.2669 loss: 2.2669 2022/06/26 22:32:01 - mmengine - INFO - Epoch(train) [121][600/3757] lr: 2.500e-03 eta: 16:24:21 time: 0.256 data_time: 0.010 memory: 5036 grad_norm: 9.8466 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9537 loss: 1.9537 2022/06/26 22:32:06 - mmengine - INFO - Epoch(train) [121][620/3757] lr: 2.500e-03 eta: 16:24:15 time: 0.252 data_time: 0.010 memory: 5036 grad_norm: 9.1280 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0504 loss: 2.0504 2022/06/26 22:32:11 - mmengine - INFO - Epoch(train) [121][640/3757] lr: 2.500e-03 eta: 16:24:10 time: 0.267 data_time: 0.003 memory: 5036 grad_norm: 9.9795 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.8052 loss: 1.8052 2022/06/26 22:32:16 - mmengine - INFO - Epoch(train) [121][660/3757] lr: 2.500e-03 eta: 16:24:05 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 8.1868 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0756 loss: 2.0756 2022/06/26 22:32:21 - mmengine - INFO - Epoch(train) [121][680/3757] lr: 2.500e-03 eta: 16:24:00 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 8.3622 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9088 loss: 1.9088 2022/06/26 22:32:27 - mmengine - INFO - Epoch(train) [121][700/3757] lr: 2.500e-03 eta: 16:23:54 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 7.6842 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.1293 loss: 2.1293 2022/06/26 22:32:32 - mmengine - INFO - Epoch(train) [121][720/3757] lr: 2.500e-03 eta: 16:23:49 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 8.6049 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2034 loss: 2.2034 2022/06/26 22:32:37 - mmengine - INFO - Epoch(train) [121][740/3757] lr: 2.500e-03 eta: 16:23:44 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 9.4026 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.2383 loss: 2.2383 2022/06/26 22:32:42 - mmengine - INFO - Epoch(train) [121][760/3757] lr: 2.500e-03 eta: 16:23:38 time: 0.260 data_time: 0.014 memory: 5036 grad_norm: 8.8024 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.7568 loss: 1.7568 2022/06/26 22:32:47 - mmengine - INFO - Epoch(train) [121][780/3757] lr: 2.500e-03 eta: 16:23:33 time: 0.260 data_time: 0.013 memory: 5036 grad_norm: 8.9864 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.0715 loss: 2.0715 2022/06/26 22:32:53 - mmengine - INFO - Epoch(train) [121][800/3757] lr: 2.500e-03 eta: 16:23:28 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 9.1857 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9303 loss: 1.9303 2022/06/26 22:32:58 - mmengine - INFO - Epoch(train) [121][820/3757] lr: 2.500e-03 eta: 16:23:23 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 9.1148 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3472 loss: 2.3472 2022/06/26 22:33:03 - mmengine - INFO - Epoch(train) [121][840/3757] lr: 2.500e-03 eta: 16:23:17 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 9.4011 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.0956 loss: 2.0956 2022/06/26 22:33:09 - mmengine - INFO - Epoch(train) [121][860/3757] lr: 2.500e-03 eta: 16:23:12 time: 0.260 data_time: 0.015 memory: 5036 grad_norm: 9.7066 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.1472 loss: 2.1472 2022/06/26 22:33:14 - mmengine - INFO - Epoch(train) [121][880/3757] lr: 2.500e-03 eta: 16:23:07 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 10.7241 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0013 loss: 2.0013 2022/06/26 22:33:19 - mmengine - INFO - Epoch(train) [121][900/3757] lr: 2.500e-03 eta: 16:23:02 time: 0.251 data_time: 0.008 memory: 5036 grad_norm: 8.7953 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4709 loss: 2.4709 2022/06/26 22:33:24 - mmengine - INFO - Epoch(train) [121][920/3757] lr: 2.500e-03 eta: 16:22:56 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 7.7833 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0127 loss: 2.0127 2022/06/26 22:33:30 - mmengine - INFO - Epoch(train) [121][940/3757] lr: 2.500e-03 eta: 16:22:51 time: 0.256 data_time: 0.008 memory: 5036 grad_norm: 9.7932 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8466 loss: 1.8466 2022/06/26 22:33:35 - mmengine - INFO - Epoch(train) [121][960/3757] lr: 2.500e-03 eta: 16:22:46 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 8.2636 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.9540 loss: 1.9540 2022/06/26 22:33:40 - mmengine - INFO - Epoch(train) [121][980/3757] lr: 2.500e-03 eta: 16:22:41 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 9.2004 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.4952 loss: 2.4952 2022/06/26 22:33:45 - mmengine - INFO - Epoch(train) [121][1000/3757] lr: 2.500e-03 eta: 16:22:35 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 10.7341 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.2148 loss: 2.2148 2022/06/26 22:33:51 - mmengine - INFO - Epoch(train) [121][1020/3757] lr: 2.500e-03 eta: 16:22:30 time: 0.265 data_time: 0.007 memory: 5036 grad_norm: 9.1214 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.3388 loss: 2.3388 2022/06/26 22:33:56 - mmengine - INFO - Epoch(train) [121][1040/3757] lr: 2.500e-03 eta: 16:22:25 time: 0.266 data_time: 0.007 memory: 5036 grad_norm: 9.5252 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0345 loss: 2.0345 2022/06/26 22:34:01 - mmengine - INFO - Epoch(train) [121][1060/3757] lr: 2.500e-03 eta: 16:22:20 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 9.8557 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.2797 loss: 2.2797 2022/06/26 22:34:06 - mmengine - INFO - Epoch(train) [121][1080/3757] lr: 2.500e-03 eta: 16:22:14 time: 0.251 data_time: 0.009 memory: 5036 grad_norm: 8.7183 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3342 loss: 2.3342 2022/06/26 22:34:12 - mmengine - INFO - Epoch(train) [121][1100/3757] lr: 2.500e-03 eta: 16:22:09 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 9.2024 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1382 loss: 2.1382 2022/06/26 22:34:17 - mmengine - INFO - Epoch(train) [121][1120/3757] lr: 2.500e-03 eta: 16:22:04 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 8.8373 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6779 loss: 1.6779 2022/06/26 22:34:22 - mmengine - INFO - Epoch(train) [121][1140/3757] lr: 2.500e-03 eta: 16:21:59 time: 0.576 data_time: 0.012 memory: 5036 grad_norm: 7.7392 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2947 loss: 2.2947 2022/06/26 22:34:28 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 22:34:28 - mmengine - INFO - Epoch(train) [121][1160/3757] lr: 2.500e-03 eta: 16:21:53 time: 0.262 data_time: 0.009 memory: 5036 grad_norm: 9.7209 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.3731 loss: 2.3731 2022/06/26 22:34:33 - mmengine - INFO - Epoch(train) [121][1180/3757] lr: 2.500e-03 eta: 16:21:48 time: 0.266 data_time: 0.006 memory: 5036 grad_norm: 8.7685 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.0073 loss: 2.0073 2022/06/26 22:34:38 - mmengine - INFO - Epoch(train) [121][1200/3757] lr: 2.500e-03 eta: 16:21:43 time: 0.299 data_time: 0.010 memory: 5036 grad_norm: 8.4013 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.2202 loss: 2.2202 2022/06/26 22:34:44 - mmengine - INFO - Epoch(train) [121][1220/3757] lr: 2.500e-03 eta: 16:21:38 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 10.6076 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.3019 loss: 2.3019 2022/06/26 22:34:49 - mmengine - INFO - Epoch(train) [121][1240/3757] lr: 2.500e-03 eta: 16:21:32 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 8.2943 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.3893 loss: 2.3893 2022/06/26 22:34:54 - mmengine - INFO - Epoch(train) [121][1260/3757] lr: 2.500e-03 eta: 16:21:27 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 10.0298 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2066 loss: 2.2066 2022/06/26 22:34:59 - mmengine - INFO - Epoch(train) [121][1280/3757] lr: 2.500e-03 eta: 16:21:22 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 9.3267 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4156 loss: 2.4156 2022/06/26 22:35:05 - mmengine - INFO - Epoch(train) [121][1300/3757] lr: 2.500e-03 eta: 16:21:17 time: 0.250 data_time: 0.004 memory: 5036 grad_norm: 8.1704 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8258 loss: 1.8258 2022/06/26 22:35:10 - mmengine - INFO - Epoch(train) [121][1320/3757] lr: 2.500e-03 eta: 16:21:11 time: 0.249 data_time: 0.007 memory: 5036 grad_norm: 8.7613 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.0761 loss: 2.0761 2022/06/26 22:35:15 - mmengine - INFO - Epoch(train) [121][1340/3757] lr: 2.500e-03 eta: 16:21:06 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 9.7005 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.1015 loss: 2.1015 2022/06/26 22:35:20 - mmengine - INFO - Epoch(train) [121][1360/3757] lr: 2.500e-03 eta: 16:21:01 time: 0.261 data_time: 0.009 memory: 5036 grad_norm: 8.9450 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.9027 loss: 1.9027 2022/06/26 22:35:26 - mmengine - INFO - Epoch(train) [121][1380/3757] lr: 2.500e-03 eta: 16:20:56 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 9.1076 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9627 loss: 1.9627 2022/06/26 22:35:31 - mmengine - INFO - Epoch(train) [121][1400/3757] lr: 2.500e-03 eta: 16:20:50 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 9.3488 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.1606 loss: 2.1606 2022/06/26 22:35:36 - mmengine - INFO - Epoch(train) [121][1420/3757] lr: 2.500e-03 eta: 16:20:45 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 9.6447 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8046 loss: 1.8046 2022/06/26 22:35:42 - mmengine - INFO - Epoch(train) [121][1440/3757] lr: 2.500e-03 eta: 16:20:40 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 9.6231 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3255 loss: 2.3255 2022/06/26 22:35:47 - mmengine - INFO - Epoch(train) [121][1460/3757] lr: 2.500e-03 eta: 16:20:35 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 9.0940 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2249 loss: 2.2249 2022/06/26 22:35:52 - mmengine - INFO - Epoch(train) [121][1480/3757] lr: 2.500e-03 eta: 16:20:29 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 9.7513 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3181 loss: 2.3181 2022/06/26 22:35:57 - mmengine - INFO - Epoch(train) [121][1500/3757] lr: 2.500e-03 eta: 16:20:24 time: 0.263 data_time: 0.009 memory: 5036 grad_norm: 9.3899 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.2582 loss: 2.2582 2022/06/26 22:36:03 - mmengine - INFO - Epoch(train) [121][1520/3757] lr: 2.500e-03 eta: 16:20:19 time: 0.302 data_time: 0.022 memory: 5036 grad_norm: 8.7371 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0546 loss: 2.0546 2022/06/26 22:36:08 - mmengine - INFO - Epoch(train) [121][1540/3757] lr: 2.500e-03 eta: 16:20:14 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 8.0951 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8716 loss: 1.8716 2022/06/26 22:36:13 - mmengine - INFO - Epoch(train) [121][1560/3757] lr: 2.500e-03 eta: 16:20:08 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 8.5975 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.6818 loss: 1.6818 2022/06/26 22:36:19 - mmengine - INFO - Epoch(train) [121][1580/3757] lr: 2.500e-03 eta: 16:20:03 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 9.8159 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.0455 loss: 2.0455 2022/06/26 22:36:24 - mmengine - INFO - Epoch(train) [121][1600/3757] lr: 2.500e-03 eta: 16:19:58 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 8.8783 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9427 loss: 1.9427 2022/06/26 22:36:29 - mmengine - INFO - Epoch(train) [121][1620/3757] lr: 2.500e-03 eta: 16:19:52 time: 0.263 data_time: 0.008 memory: 5036 grad_norm: 11.0943 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.8647 loss: 1.8647 2022/06/26 22:36:34 - mmengine - INFO - Epoch(train) [121][1640/3757] lr: 2.500e-03 eta: 16:19:47 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 9.0100 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.0840 loss: 2.0840 2022/06/26 22:36:39 - mmengine - INFO - Epoch(train) [121][1660/3757] lr: 2.500e-03 eta: 16:19:42 time: 0.254 data_time: 0.014 memory: 5036 grad_norm: 7.7463 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.9660 loss: 1.9660 2022/06/26 22:36:45 - mmengine - INFO - Epoch(train) [121][1680/3757] lr: 2.500e-03 eta: 16:19:37 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 9.3889 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.0264 loss: 2.0264 2022/06/26 22:36:50 - mmengine - INFO - Epoch(train) [121][1700/3757] lr: 2.500e-03 eta: 16:19:32 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 8.2164 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.2662 loss: 2.2662 2022/06/26 22:36:55 - mmengine - INFO - Epoch(train) [121][1720/3757] lr: 2.500e-03 eta: 16:19:26 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 7.8595 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0988 loss: 2.0988 2022/06/26 22:37:01 - mmengine - INFO - Epoch(train) [121][1740/3757] lr: 2.500e-03 eta: 16:19:21 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 8.0305 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1590 loss: 2.1590 2022/06/26 22:37:06 - mmengine - INFO - Epoch(train) [121][1760/3757] lr: 2.500e-03 eta: 16:19:16 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 9.4423 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.9103 loss: 1.9103 2022/06/26 22:37:11 - mmengine - INFO - Epoch(train) [121][1780/3757] lr: 2.500e-03 eta: 16:19:10 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 10.0116 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2086 loss: 2.2086 2022/06/26 22:37:16 - mmengine - INFO - Epoch(train) [121][1800/3757] lr: 2.500e-03 eta: 16:19:05 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 7.9698 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8944 loss: 1.8944 2022/06/26 22:37:21 - mmengine - INFO - Epoch(train) [121][1820/3757] lr: 2.500e-03 eta: 16:19:00 time: 0.255 data_time: 0.013 memory: 5036 grad_norm: 8.6077 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6880 loss: 1.6880 2022/06/26 22:37:27 - mmengine - INFO - Epoch(train) [121][1840/3757] lr: 2.500e-03 eta: 16:18:55 time: 0.248 data_time: 0.007 memory: 5036 grad_norm: 9.6335 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4424 loss: 2.4424 2022/06/26 22:37:32 - mmengine - INFO - Epoch(train) [121][1860/3757] lr: 2.500e-03 eta: 16:18:49 time: 0.248 data_time: 0.007 memory: 5036 grad_norm: 10.4505 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4332 loss: 2.4332 2022/06/26 22:37:37 - mmengine - INFO - Epoch(train) [121][1880/3757] lr: 2.500e-03 eta: 16:18:44 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 9.3736 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.5790 loss: 1.5790 2022/06/26 22:37:42 - mmengine - INFO - Epoch(train) [121][1900/3757] lr: 2.500e-03 eta: 16:18:39 time: 0.379 data_time: 0.006 memory: 5036 grad_norm: 9.0450 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.5944 loss: 1.5944 2022/06/26 22:37:48 - mmengine - INFO - Epoch(train) [121][1920/3757] lr: 2.500e-03 eta: 16:18:33 time: 0.264 data_time: 0.009 memory: 5036 grad_norm: 8.8717 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 1.7602 loss: 1.7602 2022/06/26 22:37:53 - mmengine - INFO - Epoch(train) [121][1940/3757] lr: 2.500e-03 eta: 16:18:28 time: 0.253 data_time: 0.011 memory: 5036 grad_norm: 8.9297 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2556 loss: 2.2556 2022/06/26 22:37:58 - mmengine - INFO - Epoch(train) [121][1960/3757] lr: 2.500e-03 eta: 16:18:23 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 9.3920 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.6418 loss: 2.6418 2022/06/26 22:38:04 - mmengine - INFO - Epoch(train) [121][1980/3757] lr: 2.500e-03 eta: 16:18:18 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 9.8904 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.4245 loss: 2.4245 2022/06/26 22:38:09 - mmengine - INFO - Epoch(train) [121][2000/3757] lr: 2.500e-03 eta: 16:18:12 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 6.7071 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.4484 loss: 2.4484 2022/06/26 22:38:14 - mmengine - INFO - Epoch(train) [121][2020/3757] lr: 2.500e-03 eta: 16:18:07 time: 0.264 data_time: 0.006 memory: 5036 grad_norm: 10.1333 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.0304 loss: 2.0304 2022/06/26 22:38:19 - mmengine - INFO - Epoch(train) [121][2040/3757] lr: 2.500e-03 eta: 16:18:02 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 10.3199 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6256 loss: 1.6256 2022/06/26 22:38:25 - mmengine - INFO - Epoch(train) [121][2060/3757] lr: 2.500e-03 eta: 16:17:57 time: 0.274 data_time: 0.003 memory: 5036 grad_norm: 10.0412 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.1209 loss: 2.1209 2022/06/26 22:38:30 - mmengine - INFO - Epoch(train) [121][2080/3757] lr: 2.500e-03 eta: 16:17:52 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 8.6496 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2789 loss: 2.2789 2022/06/26 22:38:35 - mmengine - INFO - Epoch(train) [121][2100/3757] lr: 2.500e-03 eta: 16:17:46 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 7.1479 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5502 loss: 1.5502 2022/06/26 22:38:40 - mmengine - INFO - Epoch(train) [121][2120/3757] lr: 2.500e-03 eta: 16:17:41 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 9.7678 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.7032 loss: 1.7032 2022/06/26 22:38:46 - mmengine - INFO - Epoch(train) [121][2140/3757] lr: 2.500e-03 eta: 16:17:36 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 8.3988 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3400 loss: 2.3400 2022/06/26 22:38:51 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 22:38:51 - mmengine - INFO - Epoch(train) [121][2160/3757] lr: 2.500e-03 eta: 16:17:30 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 8.6656 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.2386 loss: 2.2386 2022/06/26 22:38:56 - mmengine - INFO - Epoch(train) [121][2180/3757] lr: 2.500e-03 eta: 16:17:25 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 10.8314 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3012 loss: 2.3012 2022/06/26 22:39:01 - mmengine - INFO - Epoch(train) [121][2200/3757] lr: 2.500e-03 eta: 16:17:20 time: 0.250 data_time: 0.005 memory: 5036 grad_norm: 8.4349 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9823 loss: 1.9823 2022/06/26 22:39:07 - mmengine - INFO - Epoch(train) [121][2220/3757] lr: 2.500e-03 eta: 16:17:15 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 8.7854 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9181 loss: 1.9181 2022/06/26 22:39:12 - mmengine - INFO - Epoch(train) [121][2240/3757] lr: 2.500e-03 eta: 16:17:09 time: 0.253 data_time: 0.010 memory: 5036 grad_norm: 9.4970 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1333 loss: 2.1333 2022/06/26 22:39:17 - mmengine - INFO - Epoch(train) [121][2260/3757] lr: 2.500e-03 eta: 16:17:04 time: 0.272 data_time: 0.030 memory: 5036 grad_norm: 9.9369 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1175 loss: 2.1175 2022/06/26 22:39:22 - mmengine - INFO - Epoch(train) [121][2280/3757] lr: 2.500e-03 eta: 16:16:59 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 10.1289 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8843 loss: 1.8843 2022/06/26 22:39:28 - mmengine - INFO - Epoch(train) [121][2300/3757] lr: 2.500e-03 eta: 16:16:53 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 9.0636 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9506 loss: 1.9506 2022/06/26 22:39:33 - mmengine - INFO - Epoch(train) [121][2320/3757] lr: 2.500e-03 eta: 16:16:48 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 9.0269 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.4735 loss: 2.4735 2022/06/26 22:39:38 - mmengine - INFO - Epoch(train) [121][2340/3757] lr: 2.500e-03 eta: 16:16:43 time: 0.259 data_time: 0.012 memory: 5036 grad_norm: 9.6037 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3944 loss: 2.3944 2022/06/26 22:39:43 - mmengine - INFO - Epoch(train) [121][2360/3757] lr: 2.500e-03 eta: 16:16:38 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 8.1512 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9661 loss: 1.9661 2022/06/26 22:39:49 - mmengine - INFO - Epoch(train) [121][2380/3757] lr: 2.500e-03 eta: 16:16:32 time: 0.255 data_time: 0.008 memory: 5036 grad_norm: 7.4080 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.1809 loss: 2.1809 2022/06/26 22:39:54 - mmengine - INFO - Epoch(train) [121][2400/3757] lr: 2.500e-03 eta: 16:16:27 time: 0.258 data_time: 0.014 memory: 5036 grad_norm: 9.1843 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4108 loss: 2.4108 2022/06/26 22:39:59 - mmengine - INFO - Epoch(train) [121][2420/3757] lr: 2.500e-03 eta: 16:16:22 time: 0.251 data_time: 0.010 memory: 5036 grad_norm: 10.3612 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2354 loss: 2.2354 2022/06/26 22:40:05 - mmengine - INFO - Epoch(train) [121][2440/3757] lr: 2.500e-03 eta: 16:16:17 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 8.4637 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1113 loss: 2.1113 2022/06/26 22:40:10 - mmengine - INFO - Epoch(train) [121][2460/3757] lr: 2.500e-03 eta: 16:16:11 time: 0.259 data_time: 0.009 memory: 5036 grad_norm: 8.3161 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.3046 loss: 2.3046 2022/06/26 22:40:15 - mmengine - INFO - Epoch(train) [121][2480/3757] lr: 2.500e-03 eta: 16:16:06 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 6.5659 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.1506 loss: 2.1506 2022/06/26 22:40:20 - mmengine - INFO - Epoch(train) [121][2500/3757] lr: 2.500e-03 eta: 16:16:01 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 9.0123 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.2014 loss: 2.2014 2022/06/26 22:40:26 - mmengine - INFO - Epoch(train) [121][2520/3757] lr: 2.500e-03 eta: 16:15:56 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 8.8324 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2716 loss: 2.2716 2022/06/26 22:40:31 - mmengine - INFO - Epoch(train) [121][2540/3757] lr: 2.500e-03 eta: 16:15:50 time: 0.249 data_time: 0.004 memory: 5036 grad_norm: 8.7013 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3433 loss: 2.3433 2022/06/26 22:40:36 - mmengine - INFO - Epoch(train) [121][2560/3757] lr: 2.500e-03 eta: 16:15:45 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 7.8599 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2890 loss: 2.2890 2022/06/26 22:40:41 - mmengine - INFO - Epoch(train) [121][2580/3757] lr: 2.500e-03 eta: 16:15:40 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 8.8264 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1990 loss: 2.1990 2022/06/26 22:40:47 - mmengine - INFO - Epoch(train) [121][2600/3757] lr: 2.500e-03 eta: 16:15:35 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 8.8722 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0279 loss: 2.0279 2022/06/26 22:40:52 - mmengine - INFO - Epoch(train) [121][2620/3757] lr: 2.500e-03 eta: 16:15:29 time: 0.248 data_time: 0.007 memory: 5036 grad_norm: 9.0398 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1346 loss: 2.1346 2022/06/26 22:40:57 - mmengine - INFO - Epoch(train) [121][2640/3757] lr: 2.500e-03 eta: 16:15:24 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 8.2778 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.1195 loss: 2.1195 2022/06/26 22:41:02 - mmengine - INFO - Epoch(train) [121][2660/3757] lr: 2.500e-03 eta: 16:15:19 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 8.9683 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2262 loss: 2.2262 2022/06/26 22:41:08 - mmengine - INFO - Epoch(train) [121][2680/3757] lr: 2.500e-03 eta: 16:15:13 time: 0.269 data_time: 0.003 memory: 5036 grad_norm: 10.6059 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.9238 loss: 1.9238 2022/06/26 22:41:13 - mmengine - INFO - Epoch(train) [121][2700/3757] lr: 2.500e-03 eta: 16:15:08 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 9.6359 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.7059 loss: 1.7059 2022/06/26 22:41:18 - mmengine - INFO - Epoch(train) [121][2720/3757] lr: 2.500e-03 eta: 16:15:03 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 9.1622 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1812 loss: 2.1812 2022/06/26 22:41:23 - mmengine - INFO - Epoch(train) [121][2740/3757] lr: 2.500e-03 eta: 16:14:58 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 8.5227 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.8447 loss: 1.8447 2022/06/26 22:41:28 - mmengine - INFO - Epoch(train) [121][2760/3757] lr: 2.500e-03 eta: 16:14:52 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 8.9936 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.9234 loss: 1.9234 2022/06/26 22:41:34 - mmengine - INFO - Epoch(train) [121][2780/3757] lr: 2.500e-03 eta: 16:14:47 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 8.5294 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.4789 loss: 2.4789 2022/06/26 22:41:39 - mmengine - INFO - Epoch(train) [121][2800/3757] lr: 2.500e-03 eta: 16:14:42 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 8.3744 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2328 loss: 2.2328 2022/06/26 22:41:44 - mmengine - INFO - Epoch(train) [121][2820/3757] lr: 2.500e-03 eta: 16:14:37 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 8.8704 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2043 loss: 2.2043 2022/06/26 22:41:49 - mmengine - INFO - Epoch(train) [121][2840/3757] lr: 2.500e-03 eta: 16:14:31 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 9.7274 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1608 loss: 2.1608 2022/06/26 22:41:55 - mmengine - INFO - Epoch(train) [121][2860/3757] lr: 2.500e-03 eta: 16:14:26 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 9.2560 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2936 loss: 2.2936 2022/06/26 22:42:00 - mmengine - INFO - Epoch(train) [121][2880/3757] lr: 2.500e-03 eta: 16:14:21 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 10.2799 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.2061 loss: 2.2061 2022/06/26 22:42:05 - mmengine - INFO - Epoch(train) [121][2900/3757] lr: 2.500e-03 eta: 16:14:16 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 8.6708 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0391 loss: 2.0391 2022/06/26 22:42:11 - mmengine - INFO - Epoch(train) [121][2920/3757] lr: 2.500e-03 eta: 16:14:10 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 10.6639 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3619 loss: 2.3619 2022/06/26 22:42:16 - mmengine - INFO - Epoch(train) [121][2940/3757] lr: 2.500e-03 eta: 16:14:05 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 8.9702 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.7757 loss: 1.7757 2022/06/26 22:42:21 - mmengine - INFO - Epoch(train) [121][2960/3757] lr: 2.500e-03 eta: 16:14:00 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 8.9354 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.1758 loss: 2.1758 2022/06/26 22:42:26 - mmengine - INFO - Epoch(train) [121][2980/3757] lr: 2.500e-03 eta: 16:13:54 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 9.1559 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9602 loss: 1.9602 2022/06/26 22:42:31 - mmengine - INFO - Epoch(train) [121][3000/3757] lr: 2.500e-03 eta: 16:13:49 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 10.2557 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8453 loss: 1.8453 2022/06/26 22:42:36 - mmengine - INFO - Epoch(train) [121][3020/3757] lr: 2.500e-03 eta: 16:13:44 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 8.4530 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.2973 loss: 2.2973 2022/06/26 22:42:42 - mmengine - INFO - Epoch(train) [121][3040/3757] lr: 2.500e-03 eta: 16:13:38 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 8.1074 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.1047 loss: 2.1047 2022/06/26 22:42:47 - mmengine - INFO - Epoch(train) [121][3060/3757] lr: 2.500e-03 eta: 16:13:33 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 10.2602 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0251 loss: 2.0251 2022/06/26 22:42:52 - mmengine - INFO - Epoch(train) [121][3080/3757] lr: 2.500e-03 eta: 16:13:28 time: 0.256 data_time: 0.011 memory: 5036 grad_norm: 10.4413 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.8388 loss: 1.8388 2022/06/26 22:42:58 - mmengine - INFO - Epoch(train) [121][3100/3757] lr: 2.500e-03 eta: 16:13:23 time: 0.248 data_time: 0.007 memory: 5036 grad_norm: 8.3244 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9187 loss: 1.9187 2022/06/26 22:43:03 - mmengine - INFO - Epoch(train) [121][3120/3757] lr: 2.500e-03 eta: 16:13:18 time: 0.502 data_time: 0.003 memory: 5036 grad_norm: 9.9831 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.9800 loss: 1.9800 2022/06/26 22:43:08 - mmengine - INFO - Epoch(train) [121][3140/3757] lr: 2.500e-03 eta: 16:13:12 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 7.3059 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.9633 loss: 1.9633 2022/06/26 22:43:13 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 22:43:13 - mmengine - INFO - Epoch(train) [121][3160/3757] lr: 2.500e-03 eta: 16:13:07 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 7.2474 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.0612 loss: 2.0612 2022/06/26 22:43:19 - mmengine - INFO - Epoch(train) [121][3180/3757] lr: 2.500e-03 eta: 16:13:02 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 9.1433 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1089 loss: 2.1089 2022/06/26 22:43:24 - mmengine - INFO - Epoch(train) [121][3200/3757] lr: 2.500e-03 eta: 16:12:57 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 9.2372 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3591 loss: 2.3591 2022/06/26 22:43:29 - mmengine - INFO - Epoch(train) [121][3220/3757] lr: 2.500e-03 eta: 16:12:51 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 8.4569 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7258 loss: 1.7258 2022/06/26 22:43:34 - mmengine - INFO - Epoch(train) [121][3240/3757] lr: 2.500e-03 eta: 16:12:46 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 8.5227 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.2489 loss: 2.2489 2022/06/26 22:43:40 - mmengine - INFO - Epoch(train) [121][3260/3757] lr: 2.500e-03 eta: 16:12:41 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 7.4430 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9661 loss: 1.9661 2022/06/26 22:43:45 - mmengine - INFO - Epoch(train) [121][3280/3757] lr: 2.500e-03 eta: 16:12:35 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 8.2302 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.6986 loss: 1.6986 2022/06/26 22:43:50 - mmengine - INFO - Epoch(train) [121][3300/3757] lr: 2.500e-03 eta: 16:12:30 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 8.3536 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0041 loss: 2.0041 2022/06/26 22:43:55 - mmengine - INFO - Epoch(train) [121][3320/3757] lr: 2.500e-03 eta: 16:12:25 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 9.3110 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8533 loss: 1.8533 2022/06/26 22:44:00 - mmengine - INFO - Epoch(train) [121][3340/3757] lr: 2.500e-03 eta: 16:12:20 time: 0.256 data_time: 0.010 memory: 5036 grad_norm: 9.8908 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1527 loss: 2.1527 2022/06/26 22:44:06 - mmengine - INFO - Epoch(train) [121][3360/3757] lr: 2.500e-03 eta: 16:12:14 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 7.5869 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.4494 loss: 2.4494 2022/06/26 22:44:11 - mmengine - INFO - Epoch(train) [121][3380/3757] lr: 2.500e-03 eta: 16:12:09 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 8.5115 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8520 loss: 1.8520 2022/06/26 22:44:16 - mmengine - INFO - Epoch(train) [121][3400/3757] lr: 2.500e-03 eta: 16:12:04 time: 0.266 data_time: 0.006 memory: 5036 grad_norm: 9.0006 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0812 loss: 2.0812 2022/06/26 22:44:21 - mmengine - INFO - Epoch(train) [121][3420/3757] lr: 2.500e-03 eta: 16:11:58 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 10.4517 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9186 loss: 1.9186 2022/06/26 22:44:27 - mmengine - INFO - Epoch(train) [121][3440/3757] lr: 2.500e-03 eta: 16:11:53 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 9.8628 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2183 loss: 2.2183 2022/06/26 22:44:32 - mmengine - INFO - Epoch(train) [121][3460/3757] lr: 2.500e-03 eta: 16:11:48 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 7.8325 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.1213 loss: 2.1213 2022/06/26 22:44:37 - mmengine - INFO - Epoch(train) [121][3480/3757] lr: 2.500e-03 eta: 16:11:43 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 9.8383 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9839 loss: 1.9839 2022/06/26 22:44:42 - mmengine - INFO - Epoch(train) [121][3500/3757] lr: 2.500e-03 eta: 16:11:37 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 10.7138 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2167 loss: 2.2167 2022/06/26 22:44:47 - mmengine - INFO - Epoch(train) [121][3520/3757] lr: 2.500e-03 eta: 16:11:32 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 8.5366 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1757 loss: 2.1757 2022/06/26 22:44:53 - mmengine - INFO - Epoch(train) [121][3540/3757] lr: 2.500e-03 eta: 16:11:27 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 7.1265 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4244 loss: 1.4244 2022/06/26 22:44:58 - mmengine - INFO - Epoch(train) [121][3560/3757] lr: 2.500e-03 eta: 16:11:22 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 10.2009 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1448 loss: 2.1448 2022/06/26 22:45:03 - mmengine - INFO - Epoch(train) [121][3580/3757] lr: 2.500e-03 eta: 16:11:16 time: 0.273 data_time: 0.019 memory: 5036 grad_norm: 8.4466 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1829 loss: 2.1829 2022/06/26 22:45:09 - mmengine - INFO - Epoch(train) [121][3600/3757] lr: 2.500e-03 eta: 16:11:11 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 9.6487 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8282 loss: 1.8282 2022/06/26 22:45:14 - mmengine - INFO - Epoch(train) [121][3620/3757] lr: 2.500e-03 eta: 16:11:06 time: 0.266 data_time: 0.007 memory: 5036 grad_norm: 9.3453 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6500 loss: 1.6500 2022/06/26 22:45:19 - mmengine - INFO - Epoch(train) [121][3640/3757] lr: 2.500e-03 eta: 16:11:00 time: 0.271 data_time: 0.003 memory: 5036 grad_norm: 8.6457 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.6936 loss: 1.6936 2022/06/26 22:45:24 - mmengine - INFO - Epoch(train) [121][3660/3757] lr: 2.500e-03 eta: 16:10:55 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 9.2348 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.3614 loss: 2.3614 2022/06/26 22:45:30 - mmengine - INFO - Epoch(train) [121][3680/3757] lr: 2.500e-03 eta: 16:10:50 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 8.8689 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.5749 loss: 2.5749 2022/06/26 22:45:35 - mmengine - INFO - Epoch(train) [121][3700/3757] lr: 2.500e-03 eta: 16:10:45 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 7.4022 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.3694 loss: 2.3694 2022/06/26 22:45:40 - mmengine - INFO - Epoch(train) [121][3720/3757] lr: 2.500e-03 eta: 16:10:39 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 10.8781 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.8163 loss: 1.8163 2022/06/26 22:45:46 - mmengine - INFO - Epoch(train) [121][3740/3757] lr: 2.500e-03 eta: 16:10:34 time: 0.241 data_time: 0.006 memory: 5036 grad_norm: 8.8706 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.2230 loss: 2.2230 2022/06/26 22:45:50 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 22:45:50 - mmengine - INFO - Saving checkpoint at 121 epochs 2022/06/26 22:46:03 - mmengine - INFO - Epoch(val) [121][20/310] eta: 0:01:45 time: 0.103 data_time: 0.002 memory: 5036 2022/06/26 22:46:07 - mmengine - INFO - Epoch(val) [121][40/310] eta: 0:01:26 time: 0.103 data_time: 0.002 memory: 1723 2022/06/26 22:46:12 - mmengine - INFO - Epoch(val) [121][60/310] eta: 0:00:26 time: 0.108 data_time: 0.001 memory: 1723 2022/06/26 22:46:16 - mmengine - INFO - Epoch(val) [121][80/310] eta: 0:00:24 time: 0.108 data_time: 0.001 memory: 1723 2022/06/26 22:46:23 - mmengine - INFO - Epoch(val) [121][100/310] eta: 0:01:17 time: 0.192 data_time: 0.007 memory: 1723 2022/06/26 22:46:28 - mmengine - INFO - Epoch(val) [121][120/310] eta: 0:01:15 time: 0.661 data_time: 0.559 memory: 1723 2022/06/26 22:46:33 - mmengine - INFO - Epoch(val) [121][140/310] eta: 0:00:32 time: 0.110 data_time: 0.002 memory: 1723 2022/06/26 22:46:38 - mmengine - INFO - Epoch(val) [121][160/310] eta: 0:00:29 time: 0.104 data_time: 0.002 memory: 1723 2022/06/26 22:46:44 - mmengine - INFO - Epoch(val) [121][180/310] eta: 0:00:38 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 22:46:49 - mmengine - INFO - Epoch(val) [121][200/310] eta: 0:00:38 time: 0.577 data_time: 0.470 memory: 1723 2022/06/26 22:46:54 - mmengine - INFO - Epoch(val) [121][220/310] eta: 0:00:13 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 22:46:58 - mmengine - INFO - Epoch(val) [121][240/310] eta: 0:00:10 time: 0.110 data_time: 0.001 memory: 1723 2022/06/26 22:47:05 - mmengine - INFO - Epoch(val) [121][260/310] eta: 0:00:17 time: 0.109 data_time: 0.002 memory: 1723 2022/06/26 22:47:09 - mmengine - INFO - Epoch(val) [121][280/310] eta: 0:00:09 time: 0.117 data_time: 0.008 memory: 1723 2022/06/26 22:47:12 - mmengine - INFO - Epoch(val) [121][300/310] eta: 0:00:01 time: 0.102 data_time: 0.001 memory: 1723 2022/06/26 22:47:14 - mmengine - INFO - Epoch(val) [121][310/310] acc/top1: 0.5685 acc/top5: 0.7985 acc/mean1: 0.5684 2022/06/26 22:47:23 - mmengine - INFO - Epoch(train) [122][20/3757] lr: 2.425e-03 eta: 16:10:26 time: 0.278 data_time: 0.003 memory: 5036 grad_norm: 9.0562 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4789 loss: 2.4789 2022/06/26 22:47:29 - mmengine - INFO - Epoch(train) [122][40/3757] lr: 2.425e-03 eta: 16:10:20 time: 0.258 data_time: 0.015 memory: 5036 grad_norm: 9.4801 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.3520 loss: 2.3520 2022/06/26 22:47:34 - mmengine - INFO - Epoch(train) [122][60/3757] lr: 2.425e-03 eta: 16:10:15 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 8.5865 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7360 loss: 1.7360 2022/06/26 22:47:39 - mmengine - INFO - Epoch(train) [122][80/3757] lr: 2.425e-03 eta: 16:10:10 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 9.9973 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9419 loss: 1.9419 2022/06/26 22:47:45 - mmengine - INFO - Epoch(train) [122][100/3757] lr: 2.425e-03 eta: 16:10:05 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 9.4581 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8391 loss: 1.8391 2022/06/26 22:47:50 - mmengine - INFO - Epoch(train) [122][120/3757] lr: 2.425e-03 eta: 16:09:59 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 9.6276 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0855 loss: 2.0855 2022/06/26 22:47:56 - mmengine - INFO - Epoch(train) [122][140/3757] lr: 2.425e-03 eta: 16:09:54 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 9.8028 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.3285 loss: 2.3285 2022/06/26 22:48:01 - mmengine - INFO - Epoch(train) [122][160/3757] lr: 2.425e-03 eta: 16:09:49 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 10.0389 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3053 loss: 2.3053 2022/06/26 22:48:06 - mmengine - INFO - Epoch(train) [122][180/3757] lr: 2.425e-03 eta: 16:09:44 time: 0.282 data_time: 0.003 memory: 5036 grad_norm: 10.4549 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.3314 loss: 2.3314 2022/06/26 22:48:11 - mmengine - INFO - Epoch(train) [122][200/3757] lr: 2.425e-03 eta: 16:09:39 time: 0.269 data_time: 0.003 memory: 5036 grad_norm: 11.5173 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.8362 loss: 1.8362 2022/06/26 22:48:17 - mmengine - INFO - Epoch(train) [122][220/3757] lr: 2.425e-03 eta: 16:09:33 time: 0.254 data_time: 0.012 memory: 5036 grad_norm: 9.1469 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9584 loss: 1.9584 2022/06/26 22:48:22 - mmengine - INFO - Epoch(train) [122][240/3757] lr: 2.425e-03 eta: 16:09:28 time: 0.270 data_time: 0.007 memory: 5036 grad_norm: 8.5603 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0426 loss: 2.0426 2022/06/26 22:48:28 - mmengine - INFO - Epoch(train) [122][260/3757] lr: 2.425e-03 eta: 16:09:23 time: 0.275 data_time: 0.003 memory: 5036 grad_norm: 10.8166 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9234 loss: 1.9234 2022/06/26 22:48:33 - mmengine - INFO - Epoch(train) [122][280/3757] lr: 2.425e-03 eta: 16:09:18 time: 0.274 data_time: 0.004 memory: 5036 grad_norm: 10.0331 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2084 loss: 2.2084 2022/06/26 22:48:38 - mmengine - INFO - Epoch(train) [122][300/3757] lr: 2.425e-03 eta: 16:09:13 time: 0.251 data_time: 0.008 memory: 5036 grad_norm: 10.0341 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2057 loss: 2.2057 2022/06/26 22:48:44 - mmengine - INFO - Epoch(train) [122][320/3757] lr: 2.425e-03 eta: 16:09:07 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 8.8350 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0821 loss: 2.0821 2022/06/26 22:48:49 - mmengine - INFO - Epoch(train) [122][340/3757] lr: 2.425e-03 eta: 16:09:02 time: 0.282 data_time: 0.003 memory: 5036 grad_norm: 8.8533 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3040 loss: 2.3040 2022/06/26 22:48:54 - mmengine - INFO - Epoch(train) [122][360/3757] lr: 2.425e-03 eta: 16:08:57 time: 0.270 data_time: 0.003 memory: 5036 grad_norm: 7.9409 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.4227 loss: 1.4227 2022/06/26 22:49:00 - mmengine - INFO - Epoch(train) [122][380/3757] lr: 2.425e-03 eta: 16:08:52 time: 0.269 data_time: 0.006 memory: 5036 grad_norm: 9.7247 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3178 loss: 2.3178 2022/06/26 22:49:05 - mmengine - INFO - Epoch(train) [122][400/3757] lr: 2.425e-03 eta: 16:08:46 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 9.3326 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9551 loss: 1.9551 2022/06/26 22:49:06 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 22:49:10 - mmengine - INFO - Epoch(train) [122][420/3757] lr: 2.425e-03 eta: 16:08:41 time: 0.267 data_time: 0.003 memory: 5036 grad_norm: 9.3335 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2634 loss: 2.2634 2022/06/26 22:49:16 - mmengine - INFO - Epoch(train) [122][440/3757] lr: 2.425e-03 eta: 16:08:36 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 8.5825 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.1489 loss: 2.1489 2022/06/26 22:49:21 - mmengine - INFO - Epoch(train) [122][460/3757] lr: 2.425e-03 eta: 16:08:31 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 8.3070 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7900 loss: 1.7900 2022/06/26 22:49:26 - mmengine - INFO - Epoch(train) [122][480/3757] lr: 2.425e-03 eta: 16:08:25 time: 0.271 data_time: 0.006 memory: 5036 grad_norm: 8.2408 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1157 loss: 2.1157 2022/06/26 22:49:31 - mmengine - INFO - Epoch(train) [122][500/3757] lr: 2.425e-03 eta: 16:08:20 time: 0.266 data_time: 0.003 memory: 5036 grad_norm: 9.7657 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.8071 loss: 1.8071 2022/06/26 22:49:36 - mmengine - INFO - Epoch(train) [122][520/3757] lr: 2.425e-03 eta: 16:08:15 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 9.4421 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7941 loss: 1.7941 2022/06/26 22:49:42 - mmengine - INFO - Epoch(train) [122][540/3757] lr: 2.425e-03 eta: 16:08:10 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 8.8218 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3187 loss: 2.3187 2022/06/26 22:49:47 - mmengine - INFO - Epoch(train) [122][560/3757] lr: 2.425e-03 eta: 16:08:04 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 9.2575 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.7488 loss: 1.7488 2022/06/26 22:49:52 - mmengine - INFO - Epoch(train) [122][580/3757] lr: 2.425e-03 eta: 16:07:59 time: 0.259 data_time: 0.012 memory: 5036 grad_norm: 9.0707 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2120 loss: 2.2120 2022/06/26 22:49:57 - mmengine - INFO - Epoch(train) [122][600/3757] lr: 2.425e-03 eta: 16:07:54 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 7.8085 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6477 loss: 1.6477 2022/06/26 22:50:02 - mmengine - INFO - Epoch(train) [122][620/3757] lr: 2.425e-03 eta: 16:07:48 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 8.9057 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2960 loss: 2.2960 2022/06/26 22:50:08 - mmengine - INFO - Epoch(train) [122][640/3757] lr: 2.425e-03 eta: 16:07:43 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 9.1160 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3421 loss: 2.3421 2022/06/26 22:50:13 - mmengine - INFO - Epoch(train) [122][660/3757] lr: 2.425e-03 eta: 16:07:38 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 7.8507 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 1.9043 loss: 1.9043 2022/06/26 22:50:18 - mmengine - INFO - Epoch(train) [122][680/3757] lr: 2.425e-03 eta: 16:07:33 time: 0.251 data_time: 0.007 memory: 5036 grad_norm: 8.1962 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6232 loss: 1.6232 2022/06/26 22:50:24 - mmengine - INFO - Epoch(train) [122][700/3757] lr: 2.425e-03 eta: 16:07:27 time: 0.298 data_time: 0.006 memory: 5036 grad_norm: 9.0121 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2408 loss: 2.2408 2022/06/26 22:50:29 - mmengine - INFO - Epoch(train) [122][720/3757] lr: 2.425e-03 eta: 16:07:22 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 10.1521 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.6416 loss: 1.6416 2022/06/26 22:50:34 - mmengine - INFO - Epoch(train) [122][740/3757] lr: 2.425e-03 eta: 16:07:17 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 8.4576 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2823 loss: 2.2823 2022/06/26 22:50:40 - mmengine - INFO - Epoch(train) [122][760/3757] lr: 2.425e-03 eta: 16:07:12 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 8.4510 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.1973 loss: 2.1973 2022/06/26 22:50:45 - mmengine - INFO - Epoch(train) [122][780/3757] lr: 2.425e-03 eta: 16:07:06 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 9.6669 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.1667 loss: 2.1667 2022/06/26 22:50:50 - mmengine - INFO - Epoch(train) [122][800/3757] lr: 2.425e-03 eta: 16:07:01 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 9.8312 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1418 loss: 2.1418 2022/06/26 22:50:55 - mmengine - INFO - Epoch(train) [122][820/3757] lr: 2.425e-03 eta: 16:06:56 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 9.7852 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4187 loss: 2.4187 2022/06/26 22:51:00 - mmengine - INFO - Epoch(train) [122][840/3757] lr: 2.425e-03 eta: 16:06:50 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 8.4376 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.5632 loss: 1.5632 2022/06/26 22:51:06 - mmengine - INFO - Epoch(train) [122][860/3757] lr: 2.425e-03 eta: 16:06:45 time: 0.260 data_time: 0.014 memory: 5036 grad_norm: 10.6708 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7451 loss: 1.7451 2022/06/26 22:51:11 - mmengine - INFO - Epoch(train) [122][880/3757] lr: 2.425e-03 eta: 16:06:40 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 9.7504 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7736 loss: 1.7736 2022/06/26 22:51:16 - mmengine - INFO - Epoch(train) [122][900/3757] lr: 2.425e-03 eta: 16:06:35 time: 0.258 data_time: 0.011 memory: 5036 grad_norm: 9.0805 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2810 loss: 2.2810 2022/06/26 22:51:21 - mmengine - INFO - Epoch(train) [122][920/3757] lr: 2.425e-03 eta: 16:06:29 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 9.2391 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7032 loss: 1.7032 2022/06/26 22:51:27 - mmengine - INFO - Epoch(train) [122][940/3757] lr: 2.425e-03 eta: 16:06:24 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 9.2630 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.2291 loss: 2.2291 2022/06/26 22:51:32 - mmengine - INFO - Epoch(train) [122][960/3757] lr: 2.425e-03 eta: 16:06:19 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 9.7872 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.4528 loss: 2.4528 2022/06/26 22:51:37 - mmengine - INFO - Epoch(train) [122][980/3757] lr: 2.425e-03 eta: 16:06:14 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 8.8424 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3923 loss: 2.3923 2022/06/26 22:51:42 - mmengine - INFO - Epoch(train) [122][1000/3757] lr: 2.425e-03 eta: 16:06:08 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 8.3479 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.1119 loss: 2.1119 2022/06/26 22:51:47 - mmengine - INFO - Epoch(train) [122][1020/3757] lr: 2.425e-03 eta: 16:06:03 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 8.4689 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9960 loss: 1.9960 2022/06/26 22:51:53 - mmengine - INFO - Epoch(train) [122][1040/3757] lr: 2.425e-03 eta: 16:05:58 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 8.2900 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9520 loss: 1.9520 2022/06/26 22:51:58 - mmengine - INFO - Epoch(train) [122][1060/3757] lr: 2.425e-03 eta: 16:05:53 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 8.8774 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4540 loss: 2.4540 2022/06/26 22:52:03 - mmengine - INFO - Epoch(train) [122][1080/3757] lr: 2.425e-03 eta: 16:05:47 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 8.6259 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.1991 loss: 2.1991 2022/06/26 22:52:08 - mmengine - INFO - Epoch(train) [122][1100/3757] lr: 2.425e-03 eta: 16:05:42 time: 0.255 data_time: 0.008 memory: 5036 grad_norm: 9.1838 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.7365 loss: 1.7365 2022/06/26 22:52:14 - mmengine - INFO - Epoch(train) [122][1120/3757] lr: 2.425e-03 eta: 16:05:37 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 8.1597 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.1802 loss: 2.1802 2022/06/26 22:52:19 - mmengine - INFO - Epoch(train) [122][1140/3757] lr: 2.425e-03 eta: 16:05:31 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 8.1383 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1415 loss: 2.1415 2022/06/26 22:52:24 - mmengine - INFO - Epoch(train) [122][1160/3757] lr: 2.425e-03 eta: 16:05:26 time: 0.265 data_time: 0.010 memory: 5036 grad_norm: 9.3329 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4176 loss: 2.4176 2022/06/26 22:52:29 - mmengine - INFO - Epoch(train) [122][1180/3757] lr: 2.425e-03 eta: 16:05:21 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 9.1340 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3705 loss: 2.3705 2022/06/26 22:52:35 - mmengine - INFO - Epoch(train) [122][1200/3757] lr: 2.425e-03 eta: 16:05:16 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 8.4306 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1161 loss: 2.1161 2022/06/26 22:52:40 - mmengine - INFO - Epoch(train) [122][1220/3757] lr: 2.425e-03 eta: 16:05:10 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 10.4449 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8509 loss: 1.8509 2022/06/26 22:52:45 - mmengine - INFO - Epoch(train) [122][1240/3757] lr: 2.425e-03 eta: 16:05:05 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 10.1402 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9853 loss: 1.9853 2022/06/26 22:52:51 - mmengine - INFO - Epoch(train) [122][1260/3757] lr: 2.425e-03 eta: 16:05:00 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 8.6696 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.3269 loss: 2.3269 2022/06/26 22:52:56 - mmengine - INFO - Epoch(train) [122][1280/3757] lr: 2.425e-03 eta: 16:04:55 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 9.5299 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.9062 loss: 1.9062 2022/06/26 22:53:01 - mmengine - INFO - Epoch(train) [122][1300/3757] lr: 2.425e-03 eta: 16:04:49 time: 0.254 data_time: 0.010 memory: 5036 grad_norm: 10.2599 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1800 loss: 2.1800 2022/06/26 22:53:06 - mmengine - INFO - Epoch(train) [122][1320/3757] lr: 2.425e-03 eta: 16:04:44 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 7.5197 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0612 loss: 2.0612 2022/06/26 22:53:12 - mmengine - INFO - Epoch(train) [122][1340/3757] lr: 2.425e-03 eta: 16:04:39 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 9.6689 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.2599 loss: 2.2599 2022/06/26 22:53:17 - mmengine - INFO - Epoch(train) [122][1360/3757] lr: 2.425e-03 eta: 16:04:33 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 9.4100 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7464 loss: 1.7464 2022/06/26 22:53:22 - mmengine - INFO - Epoch(train) [122][1380/3757] lr: 2.425e-03 eta: 16:04:28 time: 0.264 data_time: 0.006 memory: 5036 grad_norm: 8.8506 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4558 loss: 2.4558 2022/06/26 22:53:27 - mmengine - INFO - Epoch(train) [122][1400/3757] lr: 2.425e-03 eta: 16:04:23 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 7.5473 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.3018 loss: 2.3018 2022/06/26 22:53:28 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 22:53:33 - mmengine - INFO - Epoch(train) [122][1420/3757] lr: 2.425e-03 eta: 16:04:18 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 7.6914 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.8669 loss: 1.8669 2022/06/26 22:53:38 - mmengine - INFO - Epoch(train) [122][1440/3757] lr: 2.425e-03 eta: 16:04:12 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 9.0805 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5461 loss: 2.5461 2022/06/26 22:53:43 - mmengine - INFO - Epoch(train) [122][1460/3757] lr: 2.425e-03 eta: 16:04:07 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 9.8315 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.9552 loss: 1.9552 2022/06/26 22:53:48 - mmengine - INFO - Epoch(train) [122][1480/3757] lr: 2.425e-03 eta: 16:04:02 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 9.4138 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.8238 loss: 1.8238 2022/06/26 22:53:53 - mmengine - INFO - Epoch(train) [122][1500/3757] lr: 2.425e-03 eta: 16:03:56 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 9.4073 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4932 loss: 2.4932 2022/06/26 22:53:58 - mmengine - INFO - Epoch(train) [122][1520/3757] lr: 2.425e-03 eta: 16:03:51 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 9.4816 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7543 loss: 1.7543 2022/06/26 22:54:04 - mmengine - INFO - Epoch(train) [122][1540/3757] lr: 2.425e-03 eta: 16:03:46 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 8.5476 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7448 loss: 1.7448 2022/06/26 22:54:09 - mmengine - INFO - Epoch(train) [122][1560/3757] lr: 2.425e-03 eta: 16:03:41 time: 0.254 data_time: 0.010 memory: 5036 grad_norm: 8.5903 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0798 loss: 2.0798 2022/06/26 22:54:14 - mmengine - INFO - Epoch(train) [122][1580/3757] lr: 2.425e-03 eta: 16:03:35 time: 0.276 data_time: 0.012 memory: 5036 grad_norm: 9.3880 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.1332 loss: 2.1332 2022/06/26 22:54:19 - mmengine - INFO - Epoch(train) [122][1600/3757] lr: 2.425e-03 eta: 16:03:30 time: 0.247 data_time: 0.006 memory: 5036 grad_norm: 8.3128 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.0134 loss: 2.0134 2022/06/26 22:54:24 - mmengine - INFO - Epoch(train) [122][1620/3757] lr: 2.425e-03 eta: 16:03:25 time: 0.250 data_time: 0.007 memory: 5036 grad_norm: 9.4447 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.9424 loss: 1.9424 2022/06/26 22:54:30 - mmengine - INFO - Epoch(train) [122][1640/3757] lr: 2.425e-03 eta: 16:03:19 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 7.1183 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.2764 loss: 2.2764 2022/06/26 22:54:35 - mmengine - INFO - Epoch(train) [122][1660/3757] lr: 2.425e-03 eta: 16:03:14 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 8.7614 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1615 loss: 2.1615 2022/06/26 22:54:40 - mmengine - INFO - Epoch(train) [122][1680/3757] lr: 2.425e-03 eta: 16:03:09 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 10.7666 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.2809 loss: 2.2809 2022/06/26 22:54:45 - mmengine - INFO - Epoch(train) [122][1700/3757] lr: 2.425e-03 eta: 16:03:04 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 8.7043 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8030 loss: 1.8030 2022/06/26 22:54:51 - mmengine - INFO - Epoch(train) [122][1720/3757] lr: 2.425e-03 eta: 16:02:58 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 10.9544 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.4074 loss: 2.4074 2022/06/26 22:54:56 - mmengine - INFO - Epoch(train) [122][1740/3757] lr: 2.425e-03 eta: 16:02:53 time: 0.255 data_time: 0.010 memory: 5036 grad_norm: 9.9346 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.3436 loss: 2.3436 2022/06/26 22:55:01 - mmengine - INFO - Epoch(train) [122][1760/3757] lr: 2.425e-03 eta: 16:02:48 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 8.1561 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6725 loss: 1.6725 2022/06/26 22:55:06 - mmengine - INFO - Epoch(train) [122][1780/3757] lr: 2.425e-03 eta: 16:02:43 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 7.3902 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2629 loss: 2.2629 2022/06/26 22:55:11 - mmengine - INFO - Epoch(train) [122][1800/3757] lr: 2.425e-03 eta: 16:02:37 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 9.5760 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.6518 loss: 2.6518 2022/06/26 22:55:17 - mmengine - INFO - Epoch(train) [122][1820/3757] lr: 2.425e-03 eta: 16:02:32 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 8.6395 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.0150 loss: 2.0150 2022/06/26 22:55:22 - mmengine - INFO - Epoch(train) [122][1840/3757] lr: 2.425e-03 eta: 16:02:27 time: 0.254 data_time: 0.008 memory: 5036 grad_norm: 8.1640 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5735 loss: 2.5735 2022/06/26 22:55:27 - mmengine - INFO - Epoch(train) [122][1860/3757] lr: 2.425e-03 eta: 16:02:22 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 9.5050 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8549 loss: 1.8549 2022/06/26 22:55:33 - mmengine - INFO - Epoch(train) [122][1880/3757] lr: 2.425e-03 eta: 16:02:16 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 9.2568 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6599 loss: 1.6599 2022/06/26 22:55:38 - mmengine - INFO - Epoch(train) [122][1900/3757] lr: 2.425e-03 eta: 16:02:11 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 9.0689 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1507 loss: 2.1507 2022/06/26 22:55:43 - mmengine - INFO - Epoch(train) [122][1920/3757] lr: 2.425e-03 eta: 16:02:06 time: 0.254 data_time: 0.011 memory: 5036 grad_norm: 9.4804 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9614 loss: 1.9614 2022/06/26 22:55:49 - mmengine - INFO - Epoch(train) [122][1940/3757] lr: 2.425e-03 eta: 16:02:01 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 7.4792 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9847 loss: 1.9847 2022/06/26 22:55:54 - mmengine - INFO - Epoch(train) [122][1960/3757] lr: 2.425e-03 eta: 16:01:55 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 8.2180 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 2.0077 loss: 2.0077 2022/06/26 22:55:59 - mmengine - INFO - Epoch(train) [122][1980/3757] lr: 2.425e-03 eta: 16:01:50 time: 0.259 data_time: 0.009 memory: 5036 grad_norm: 10.3966 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0807 loss: 2.0807 2022/06/26 22:56:04 - mmengine - INFO - Epoch(train) [122][2000/3757] lr: 2.425e-03 eta: 16:01:45 time: 0.301 data_time: 0.003 memory: 5036 grad_norm: 9.5927 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1064 loss: 2.1064 2022/06/26 22:56:10 - mmengine - INFO - Epoch(train) [122][2020/3757] lr: 2.425e-03 eta: 16:01:39 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 8.8598 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.4791 loss: 2.4791 2022/06/26 22:56:15 - mmengine - INFO - Epoch(train) [122][2040/3757] lr: 2.425e-03 eta: 16:01:34 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 8.0714 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9379 loss: 1.9379 2022/06/26 22:56:20 - mmengine - INFO - Epoch(train) [122][2060/3757] lr: 2.425e-03 eta: 16:01:29 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 9.9327 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3526 loss: 2.3526 2022/06/26 22:56:25 - mmengine - INFO - Epoch(train) [122][2080/3757] lr: 2.425e-03 eta: 16:01:24 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 8.0755 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8118 loss: 1.8118 2022/06/26 22:56:31 - mmengine - INFO - Epoch(train) [122][2100/3757] lr: 2.425e-03 eta: 16:01:18 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 9.0556 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9069 loss: 1.9069 2022/06/26 22:56:36 - mmengine - INFO - Epoch(train) [122][2120/3757] lr: 2.425e-03 eta: 16:01:13 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 8.7189 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0818 loss: 2.0818 2022/06/26 22:56:41 - mmengine - INFO - Epoch(train) [122][2140/3757] lr: 2.425e-03 eta: 16:01:08 time: 0.256 data_time: 0.008 memory: 5036 grad_norm: 9.2317 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9749 loss: 1.9749 2022/06/26 22:56:46 - mmengine - INFO - Epoch(train) [122][2160/3757] lr: 2.425e-03 eta: 16:01:03 time: 0.251 data_time: 0.008 memory: 5036 grad_norm: 8.7444 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8302 loss: 1.8302 2022/06/26 22:56:52 - mmengine - INFO - Epoch(train) [122][2180/3757] lr: 2.425e-03 eta: 16:00:57 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 9.5942 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.6104 loss: 1.6104 2022/06/26 22:56:57 - mmengine - INFO - Epoch(train) [122][2200/3757] lr: 2.425e-03 eta: 16:00:52 time: 0.254 data_time: 0.008 memory: 5036 grad_norm: 9.8919 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2468 loss: 2.2468 2022/06/26 22:57:02 - mmengine - INFO - Epoch(train) [122][2220/3757] lr: 2.425e-03 eta: 16:00:47 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 9.7624 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.2397 loss: 2.2397 2022/06/26 22:57:07 - mmengine - INFO - Epoch(train) [122][2240/3757] lr: 2.425e-03 eta: 16:00:42 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 7.2389 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1185 loss: 2.1185 2022/06/26 22:57:13 - mmengine - INFO - Epoch(train) [122][2260/3757] lr: 2.425e-03 eta: 16:00:36 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 8.0663 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2797 loss: 2.2797 2022/06/26 22:57:18 - mmengine - INFO - Epoch(train) [122][2280/3757] lr: 2.425e-03 eta: 16:00:31 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 8.3400 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.3368 loss: 2.3368 2022/06/26 22:57:23 - mmengine - INFO - Epoch(train) [122][2300/3757] lr: 2.425e-03 eta: 16:00:26 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 9.0970 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9118 loss: 1.9118 2022/06/26 22:57:28 - mmengine - INFO - Epoch(train) [122][2320/3757] lr: 2.425e-03 eta: 16:00:20 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 9.4623 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1962 loss: 2.1962 2022/06/26 22:57:33 - mmengine - INFO - Epoch(train) [122][2340/3757] lr: 2.425e-03 eta: 16:00:15 time: 0.251 data_time: 0.007 memory: 5036 grad_norm: 9.8087 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.9814 loss: 1.9814 2022/06/26 22:57:39 - mmengine - INFO - Epoch(train) [122][2360/3757] lr: 2.425e-03 eta: 16:00:10 time: 0.251 data_time: 0.004 memory: 5036 grad_norm: 9.5945 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.9485 loss: 1.9485 2022/06/26 22:57:44 - mmengine - INFO - Epoch(train) [122][2380/3757] lr: 2.425e-03 eta: 16:00:05 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 8.0943 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.9951 loss: 1.9951 2022/06/26 22:57:49 - mmengine - INFO - Epoch(train) [122][2400/3757] lr: 2.425e-03 eta: 15:59:59 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 7.4187 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 2.1883 loss: 2.1883 2022/06/26 22:57:50 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 22:57:55 - mmengine - INFO - Epoch(train) [122][2420/3757] lr: 2.425e-03 eta: 15:59:54 time: 0.271 data_time: 0.024 memory: 5036 grad_norm: 10.9079 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7180 loss: 1.7180 2022/06/26 22:58:00 - mmengine - INFO - Epoch(train) [122][2440/3757] lr: 2.425e-03 eta: 15:59:49 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 9.7243 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8450 loss: 1.8450 2022/06/26 22:58:05 - mmengine - INFO - Epoch(train) [122][2460/3757] lr: 2.425e-03 eta: 15:59:44 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 8.5982 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.4085 loss: 2.4085 2022/06/26 22:58:10 - mmengine - INFO - Epoch(train) [122][2480/3757] lr: 2.425e-03 eta: 15:59:38 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 9.0804 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.0924 loss: 2.0924 2022/06/26 22:58:16 - mmengine - INFO - Epoch(train) [122][2500/3757] lr: 2.425e-03 eta: 15:59:33 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 10.4991 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0758 loss: 2.0758 2022/06/26 22:58:21 - mmengine - INFO - Epoch(train) [122][2520/3757] lr: 2.425e-03 eta: 15:59:28 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 9.4267 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8651 loss: 1.8651 2022/06/26 22:58:26 - mmengine - INFO - Epoch(train) [122][2540/3757] lr: 2.425e-03 eta: 15:59:23 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 8.0748 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2833 loss: 2.2833 2022/06/26 22:58:31 - mmengine - INFO - Epoch(train) [122][2560/3757] lr: 2.425e-03 eta: 15:59:17 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 9.4087 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.0501 loss: 2.0501 2022/06/26 22:58:36 - mmengine - INFO - Epoch(train) [122][2580/3757] lr: 2.425e-03 eta: 15:59:12 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 10.6906 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.9806 loss: 1.9806 2022/06/26 22:58:42 - mmengine - INFO - Epoch(train) [122][2600/3757] lr: 2.425e-03 eta: 15:59:07 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 8.8933 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9585 loss: 1.9585 2022/06/26 22:58:47 - mmengine - INFO - Epoch(train) [122][2620/3757] lr: 2.425e-03 eta: 15:59:01 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.0359 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2161 loss: 2.2161 2022/06/26 22:58:52 - mmengine - INFO - Epoch(train) [122][2640/3757] lr: 2.425e-03 eta: 15:58:56 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 8.9659 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1209 loss: 2.1209 2022/06/26 22:58:57 - mmengine - INFO - Epoch(train) [122][2660/3757] lr: 2.425e-03 eta: 15:58:51 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 10.9100 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.9667 loss: 1.9667 2022/06/26 22:59:02 - mmengine - INFO - Epoch(train) [122][2680/3757] lr: 2.425e-03 eta: 15:58:45 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 9.1090 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8979 loss: 1.8979 2022/06/26 22:59:08 - mmengine - INFO - Epoch(train) [122][2700/3757] lr: 2.425e-03 eta: 15:58:40 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 10.0762 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0565 loss: 2.0565 2022/06/26 22:59:13 - mmengine - INFO - Epoch(train) [122][2720/3757] lr: 2.425e-03 eta: 15:58:35 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 9.6228 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4812 loss: 2.4812 2022/06/26 22:59:18 - mmengine - INFO - Epoch(train) [122][2740/3757] lr: 2.425e-03 eta: 15:58:30 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.7419 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9089 loss: 1.9089 2022/06/26 22:59:23 - mmengine - INFO - Epoch(train) [122][2760/3757] lr: 2.425e-03 eta: 15:58:24 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.6650 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1979 loss: 2.1979 2022/06/26 22:59:28 - mmengine - INFO - Epoch(train) [122][2780/3757] lr: 2.425e-03 eta: 15:58:19 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 9.2230 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9984 loss: 1.9984 2022/06/26 22:59:34 - mmengine - INFO - Epoch(train) [122][2800/3757] lr: 2.425e-03 eta: 15:58:14 time: 0.253 data_time: 0.008 memory: 5036 grad_norm: 8.0078 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1994 loss: 2.1994 2022/06/26 22:59:39 - mmengine - INFO - Epoch(train) [122][2820/3757] lr: 2.425e-03 eta: 15:58:08 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.9615 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9280 loss: 1.9280 2022/06/26 22:59:44 - mmengine - INFO - Epoch(train) [122][2840/3757] lr: 2.425e-03 eta: 15:58:03 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 8.7120 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0216 loss: 2.0216 2022/06/26 22:59:49 - mmengine - INFO - Epoch(train) [122][2860/3757] lr: 2.425e-03 eta: 15:57:58 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 8.1849 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.8327 loss: 1.8327 2022/06/26 22:59:54 - mmengine - INFO - Epoch(train) [122][2880/3757] lr: 2.425e-03 eta: 15:57:53 time: 0.269 data_time: 0.010 memory: 5036 grad_norm: 10.4602 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0683 loss: 2.0683 2022/06/26 23:00:00 - mmengine - INFO - Epoch(train) [122][2900/3757] lr: 2.425e-03 eta: 15:57:47 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 8.9140 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.1765 loss: 2.1765 2022/06/26 23:00:05 - mmengine - INFO - Epoch(train) [122][2920/3757] lr: 2.425e-03 eta: 15:57:42 time: 0.251 data_time: 0.009 memory: 5036 grad_norm: 9.7811 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 1.9714 loss: 1.9714 2022/06/26 23:00:10 - mmengine - INFO - Epoch(train) [122][2940/3757] lr: 2.425e-03 eta: 15:57:37 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 9.9356 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7072 loss: 1.7072 2022/06/26 23:00:15 - mmengine - INFO - Epoch(train) [122][2960/3757] lr: 2.425e-03 eta: 15:57:31 time: 0.256 data_time: 0.012 memory: 5036 grad_norm: 10.3452 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5106 loss: 1.5106 2022/06/26 23:00:20 - mmengine - INFO - Epoch(train) [122][2980/3757] lr: 2.425e-03 eta: 15:57:26 time: 0.256 data_time: 0.013 memory: 5036 grad_norm: 8.6115 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1735 loss: 2.1735 2022/06/26 23:00:26 - mmengine - INFO - Epoch(train) [122][3000/3757] lr: 2.425e-03 eta: 15:57:21 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 7.9301 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1265 loss: 2.1265 2022/06/26 23:00:31 - mmengine - INFO - Epoch(train) [122][3020/3757] lr: 2.425e-03 eta: 15:57:16 time: 0.257 data_time: 0.012 memory: 5036 grad_norm: 8.6124 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3550 loss: 1.3550 2022/06/26 23:00:36 - mmengine - INFO - Epoch(train) [122][3040/3757] lr: 2.425e-03 eta: 15:57:10 time: 0.264 data_time: 0.018 memory: 5036 grad_norm: 9.2551 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.1994 loss: 2.1994 2022/06/26 23:00:41 - mmengine - INFO - Epoch(train) [122][3060/3757] lr: 2.425e-03 eta: 15:57:05 time: 0.251 data_time: 0.009 memory: 5036 grad_norm: 8.3313 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.8913 loss: 1.8913 2022/06/26 23:00:47 - mmengine - INFO - Epoch(train) [122][3080/3757] lr: 2.425e-03 eta: 15:57:00 time: 0.271 data_time: 0.003 memory: 5036 grad_norm: 8.6511 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0134 loss: 2.0134 2022/06/26 23:00:52 - mmengine - INFO - Epoch(train) [122][3100/3757] lr: 2.425e-03 eta: 15:56:55 time: 0.265 data_time: 0.015 memory: 5036 grad_norm: 8.3628 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4731 loss: 2.4731 2022/06/26 23:00:57 - mmengine - INFO - Epoch(train) [122][3120/3757] lr: 2.425e-03 eta: 15:56:49 time: 0.267 data_time: 0.009 memory: 5036 grad_norm: 10.4185 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5554 loss: 2.5554 2022/06/26 23:01:03 - mmengine - INFO - Epoch(train) [122][3140/3757] lr: 2.425e-03 eta: 15:56:44 time: 0.265 data_time: 0.015 memory: 5036 grad_norm: 8.9312 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.9091 loss: 1.9091 2022/06/26 23:01:08 - mmengine - INFO - Epoch(train) [122][3160/3757] lr: 2.425e-03 eta: 15:56:39 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 8.3162 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8099 loss: 1.8099 2022/06/26 23:01:13 - mmengine - INFO - Epoch(train) [122][3180/3757] lr: 2.425e-03 eta: 15:56:34 time: 0.249 data_time: 0.004 memory: 5036 grad_norm: 9.3174 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.1350 loss: 2.1350 2022/06/26 23:01:18 - mmengine - INFO - Epoch(train) [122][3200/3757] lr: 2.425e-03 eta: 15:56:28 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 9.8606 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0951 loss: 2.0951 2022/06/26 23:01:24 - mmengine - INFO - Epoch(train) [122][3220/3757] lr: 2.425e-03 eta: 15:56:23 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.6269 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1994 loss: 2.1994 2022/06/26 23:01:29 - mmengine - INFO - Epoch(train) [122][3240/3757] lr: 2.425e-03 eta: 15:56:18 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 8.1518 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8370 loss: 1.8370 2022/06/26 23:01:34 - mmengine - INFO - Epoch(train) [122][3260/3757] lr: 2.425e-03 eta: 15:56:13 time: 0.263 data_time: 0.007 memory: 5036 grad_norm: 11.0433 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1665 loss: 2.1665 2022/06/26 23:01:39 - mmengine - INFO - Epoch(train) [122][3280/3757] lr: 2.425e-03 eta: 15:56:07 time: 0.268 data_time: 0.009 memory: 5036 grad_norm: 8.6740 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.0452 loss: 2.0452 2022/06/26 23:01:45 - mmengine - INFO - Epoch(train) [122][3300/3757] lr: 2.425e-03 eta: 15:56:02 time: 0.506 data_time: 0.007 memory: 5036 grad_norm: 9.7273 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.0342 loss: 2.0342 2022/06/26 23:01:50 - mmengine - INFO - Epoch(train) [122][3320/3757] lr: 2.425e-03 eta: 15:55:57 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 9.5851 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.3367 loss: 2.3367 2022/06/26 23:01:56 - mmengine - INFO - Epoch(train) [122][3340/3757] lr: 2.425e-03 eta: 15:55:52 time: 0.259 data_time: 0.012 memory: 5036 grad_norm: 8.7174 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0721 loss: 2.0721 2022/06/26 23:02:01 - mmengine - INFO - Epoch(train) [122][3360/3757] lr: 2.425e-03 eta: 15:55:46 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 9.5322 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0859 loss: 2.0859 2022/06/26 23:02:06 - mmengine - INFO - Epoch(train) [122][3380/3757] lr: 2.425e-03 eta: 15:55:41 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 8.5464 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8292 loss: 1.8292 2022/06/26 23:02:11 - mmengine - INFO - Epoch(train) [122][3400/3757] lr: 2.425e-03 eta: 15:55:36 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 10.3106 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.7757 loss: 1.7757 2022/06/26 23:02:12 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 23:02:17 - mmengine - INFO - Epoch(train) [122][3420/3757] lr: 2.425e-03 eta: 15:55:31 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 10.3298 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.2176 loss: 2.2176 2022/06/26 23:02:22 - mmengine - INFO - Epoch(train) [122][3440/3757] lr: 2.425e-03 eta: 15:55:25 time: 0.251 data_time: 0.004 memory: 5036 grad_norm: 10.3511 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 2.1066 loss: 2.1066 2022/06/26 23:02:27 - mmengine - INFO - Epoch(train) [122][3460/3757] lr: 2.425e-03 eta: 15:55:20 time: 0.264 data_time: 0.009 memory: 5036 grad_norm: 9.6038 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1150 loss: 2.1150 2022/06/26 23:02:32 - mmengine - INFO - Epoch(train) [122][3480/3757] lr: 2.425e-03 eta: 15:55:15 time: 0.259 data_time: 0.009 memory: 5036 grad_norm: 7.8826 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.3764 loss: 1.3764 2022/06/26 23:02:38 - mmengine - INFO - Epoch(train) [122][3500/3757] lr: 2.425e-03 eta: 15:55:10 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 8.4573 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.8047 loss: 1.8047 2022/06/26 23:02:43 - mmengine - INFO - Epoch(train) [122][3520/3757] lr: 2.425e-03 eta: 15:55:04 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 9.7661 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.8912 loss: 1.8912 2022/06/26 23:02:48 - mmengine - INFO - Epoch(train) [122][3540/3757] lr: 2.425e-03 eta: 15:54:59 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 8.7609 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.4177 loss: 2.4177 2022/06/26 23:02:53 - mmengine - INFO - Epoch(train) [122][3560/3757] lr: 2.425e-03 eta: 15:54:54 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 9.0075 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9728 loss: 1.9728 2022/06/26 23:02:58 - mmengine - INFO - Epoch(train) [122][3580/3757] lr: 2.425e-03 eta: 15:54:48 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 8.6820 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.2558 loss: 2.2558 2022/06/26 23:03:04 - mmengine - INFO - Epoch(train) [122][3600/3757] lr: 2.425e-03 eta: 15:54:43 time: 0.267 data_time: 0.007 memory: 5036 grad_norm: 10.8588 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0863 loss: 2.0863 2022/06/26 23:03:09 - mmengine - INFO - Epoch(train) [122][3620/3757] lr: 2.425e-03 eta: 15:54:38 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 7.3513 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4186 loss: 2.4186 2022/06/26 23:03:14 - mmengine - INFO - Epoch(train) [122][3640/3757] lr: 2.425e-03 eta: 15:54:32 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 9.9410 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0613 loss: 2.0613 2022/06/26 23:03:19 - mmengine - INFO - Epoch(train) [122][3660/3757] lr: 2.425e-03 eta: 15:54:27 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 10.1687 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.7876 loss: 1.7876 2022/06/26 23:03:24 - mmengine - INFO - Epoch(train) [122][3680/3757] lr: 2.425e-03 eta: 15:54:22 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 9.2806 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.2705 loss: 2.2705 2022/06/26 23:03:30 - mmengine - INFO - Epoch(train) [122][3700/3757] lr: 2.425e-03 eta: 15:54:17 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 10.1182 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.0357 loss: 2.0357 2022/06/26 23:03:35 - mmengine - INFO - Epoch(train) [122][3720/3757] lr: 2.425e-03 eta: 15:54:11 time: 0.322 data_time: 0.003 memory: 5036 grad_norm: 8.1217 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9154 loss: 1.9154 2022/06/26 23:03:40 - mmengine - INFO - Epoch(train) [122][3740/3757] lr: 2.425e-03 eta: 15:54:06 time: 0.238 data_time: 0.002 memory: 5036 grad_norm: 7.8541 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.2839 loss: 2.2839 2022/06/26 23:03:44 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 23:03:44 - mmengine - INFO - Saving checkpoint at 122 epochs 2022/06/26 23:03:58 - mmengine - INFO - Epoch(val) [122][20/310] eta: 0:01:45 time: 0.109 data_time: 0.002 memory: 5036 2022/06/26 23:04:02 - mmengine - INFO - Epoch(val) [122][40/310] eta: 0:01:25 time: 0.251 data_time: 0.145 memory: 1723 2022/06/26 23:04:07 - mmengine - INFO - Epoch(val) [122][60/310] eta: 0:00:29 time: 0.103 data_time: 0.002 memory: 1723 2022/06/26 23:04:11 - mmengine - INFO - Epoch(val) [122][80/310] eta: 0:00:28 time: 0.104 data_time: 0.002 memory: 1723 2022/06/26 23:04:18 - mmengine - INFO - Epoch(val) [122][100/310] eta: 0:01:14 time: 0.108 data_time: 0.001 memory: 1723 2022/06/26 23:04:23 - mmengine - INFO - Epoch(val) [122][120/310] eta: 0:01:10 time: 0.471 data_time: 0.368 memory: 1723 2022/06/26 23:04:28 - mmengine - INFO - Epoch(val) [122][140/310] eta: 0:00:27 time: 0.158 data_time: 0.056 memory: 1723 2022/06/26 23:04:33 - mmengine - INFO - Epoch(val) [122][160/310] eta: 0:00:27 time: 0.111 data_time: 0.001 memory: 1723 2022/06/26 23:04:39 - mmengine - INFO - Epoch(val) [122][180/310] eta: 0:00:38 time: 0.186 data_time: 0.080 memory: 1723 2022/06/26 23:04:44 - mmengine - INFO - Epoch(val) [122][200/310] eta: 0:00:39 time: 0.469 data_time: 0.368 memory: 1723 2022/06/26 23:04:49 - mmengine - INFO - Epoch(val) [122][220/310] eta: 0:00:14 time: 0.202 data_time: 0.095 memory: 1723 2022/06/26 23:04:53 - mmengine - INFO - Epoch(val) [122][240/310] eta: 0:00:07 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 23:05:01 - mmengine - INFO - Epoch(val) [122][260/310] eta: 0:00:17 time: 0.949 data_time: 0.848 memory: 1723 2022/06/26 23:05:04 - mmengine - INFO - Epoch(val) [122][280/310] eta: 0:00:07 time: 0.120 data_time: 0.002 memory: 1723 2022/06/26 23:05:06 - mmengine - INFO - Epoch(val) [122][300/310] eta: 0:00:01 time: 0.102 data_time: 0.001 memory: 1723 2022/06/26 23:05:09 - mmengine - INFO - Epoch(val) [122][310/310] acc/top1: 0.5691 acc/top5: 0.7944 acc/mean1: 0.5690 2022/06/26 23:05:18 - mmengine - INFO - Epoch(train) [123][20/3757] lr: 2.350e-03 eta: 15:53:58 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 8.9114 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0344 loss: 2.0344 2022/06/26 23:05:24 - mmengine - INFO - Epoch(train) [123][40/3757] lr: 2.350e-03 eta: 15:53:52 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 8.4799 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2273 loss: 2.2273 2022/06/26 23:05:29 - mmengine - INFO - Epoch(train) [123][60/3757] lr: 2.350e-03 eta: 15:53:47 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 8.6693 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8813 loss: 1.8813 2022/06/26 23:05:34 - mmengine - INFO - Epoch(train) [123][80/3757] lr: 2.350e-03 eta: 15:53:42 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 7.8194 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.2324 loss: 2.2324 2022/06/26 23:05:40 - mmengine - INFO - Epoch(train) [123][100/3757] lr: 2.350e-03 eta: 15:53:37 time: 0.271 data_time: 0.003 memory: 5036 grad_norm: 10.5507 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.7870 loss: 1.7870 2022/06/26 23:05:45 - mmengine - INFO - Epoch(train) [123][120/3757] lr: 2.350e-03 eta: 15:53:31 time: 0.452 data_time: 0.003 memory: 5036 grad_norm: 9.1407 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.7408 loss: 1.7408 2022/06/26 23:05:50 - mmengine - INFO - Epoch(train) [123][140/3757] lr: 2.350e-03 eta: 15:53:26 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 9.9446 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2032 loss: 2.2032 2022/06/26 23:05:56 - mmengine - INFO - Epoch(train) [123][160/3757] lr: 2.350e-03 eta: 15:53:21 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 9.7609 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.2116 loss: 2.2116 2022/06/26 23:06:01 - mmengine - INFO - Epoch(train) [123][180/3757] lr: 2.350e-03 eta: 15:53:16 time: 0.268 data_time: 0.003 memory: 5036 grad_norm: 9.4712 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9036 loss: 1.9036 2022/06/26 23:06:06 - mmengine - INFO - Epoch(train) [123][200/3757] lr: 2.350e-03 eta: 15:53:10 time: 0.246 data_time: 0.004 memory: 5036 grad_norm: 7.6230 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0095 loss: 2.0095 2022/06/26 23:06:12 - mmengine - INFO - Epoch(train) [123][220/3757] lr: 2.350e-03 eta: 15:53:05 time: 0.260 data_time: 0.004 memory: 5036 grad_norm: 8.8232 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7598 loss: 1.7598 2022/06/26 23:06:17 - mmengine - INFO - Epoch(train) [123][240/3757] lr: 2.350e-03 eta: 15:53:00 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 10.1119 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.6271 loss: 1.6271 2022/06/26 23:06:23 - mmengine - INFO - Epoch(train) [123][260/3757] lr: 2.350e-03 eta: 15:52:55 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 9.0577 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.0798 loss: 2.0798 2022/06/26 23:06:28 - mmengine - INFO - Epoch(train) [123][280/3757] lr: 2.350e-03 eta: 15:52:50 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 9.5107 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7986 loss: 1.7986 2022/06/26 23:06:33 - mmengine - INFO - Epoch(train) [123][300/3757] lr: 2.350e-03 eta: 15:52:44 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 10.3571 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 2.3362 loss: 2.3362 2022/06/26 23:06:39 - mmengine - INFO - Epoch(train) [123][320/3757] lr: 2.350e-03 eta: 15:52:39 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 8.3460 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.8790 loss: 1.8790 2022/06/26 23:06:44 - mmengine - INFO - Epoch(train) [123][340/3757] lr: 2.350e-03 eta: 15:52:34 time: 0.269 data_time: 0.006 memory: 5036 grad_norm: 9.3619 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.8511 loss: 1.8511 2022/06/26 23:06:49 - mmengine - INFO - Epoch(train) [123][360/3757] lr: 2.350e-03 eta: 15:52:29 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 10.7341 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1453 loss: 2.1453 2022/06/26 23:06:54 - mmengine - INFO - Epoch(train) [123][380/3757] lr: 2.350e-03 eta: 15:52:23 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 9.1182 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9512 loss: 1.9512 2022/06/26 23:07:00 - mmengine - INFO - Epoch(train) [123][400/3757] lr: 2.350e-03 eta: 15:52:18 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 10.4901 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1105 loss: 2.1105 2022/06/26 23:07:05 - mmengine - INFO - Epoch(train) [123][420/3757] lr: 2.350e-03 eta: 15:52:13 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 10.6913 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.3913 loss: 2.3913 2022/06/26 23:07:10 - mmengine - INFO - Epoch(train) [123][440/3757] lr: 2.350e-03 eta: 15:52:08 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 9.3802 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6946 loss: 1.6946 2022/06/26 23:07:15 - mmengine - INFO - Epoch(train) [123][460/3757] lr: 2.350e-03 eta: 15:52:02 time: 0.318 data_time: 0.011 memory: 5036 grad_norm: 9.1282 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.9834 loss: 1.9834 2022/06/26 23:07:20 - mmengine - INFO - Epoch(train) [123][480/3757] lr: 2.350e-03 eta: 15:51:57 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 8.8961 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.3931 loss: 2.3931 2022/06/26 23:07:26 - mmengine - INFO - Epoch(train) [123][500/3757] lr: 2.350e-03 eta: 15:51:52 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.7098 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2633 loss: 2.2633 2022/06/26 23:07:31 - mmengine - INFO - Epoch(train) [123][520/3757] lr: 2.350e-03 eta: 15:51:46 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 10.0310 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6530 loss: 1.6530 2022/06/26 23:07:36 - mmengine - INFO - Epoch(train) [123][540/3757] lr: 2.350e-03 eta: 15:51:41 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 6.9916 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0331 loss: 2.0331 2022/06/26 23:07:41 - mmengine - INFO - Epoch(train) [123][560/3757] lr: 2.350e-03 eta: 15:51:36 time: 0.252 data_time: 0.011 memory: 5036 grad_norm: 7.6232 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.3345 loss: 2.3345 2022/06/26 23:07:46 - mmengine - INFO - Epoch(train) [123][580/3757] lr: 2.350e-03 eta: 15:51:31 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 9.3898 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0054 loss: 2.0054 2022/06/26 23:07:52 - mmengine - INFO - Epoch(train) [123][600/3757] lr: 2.350e-03 eta: 15:51:25 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 9.4174 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2513 loss: 2.2513 2022/06/26 23:07:57 - mmengine - INFO - Epoch(train) [123][620/3757] lr: 2.350e-03 eta: 15:51:20 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 7.6595 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8322 loss: 1.8322 2022/06/26 23:08:02 - mmengine - INFO - Epoch(train) [123][640/3757] lr: 2.350e-03 eta: 15:51:15 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 9.0024 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.9979 loss: 1.9979 2022/06/26 23:08:04 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 23:08:07 - mmengine - INFO - Epoch(train) [123][660/3757] lr: 2.350e-03 eta: 15:51:09 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 9.3262 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.3512 loss: 2.3512 2022/06/26 23:08:13 - mmengine - INFO - Epoch(train) [123][680/3757] lr: 2.350e-03 eta: 15:51:04 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 9.2400 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9514 loss: 1.9514 2022/06/26 23:08:18 - mmengine - INFO - Epoch(train) [123][700/3757] lr: 2.350e-03 eta: 15:50:59 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 10.3410 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9538 loss: 1.9538 2022/06/26 23:08:23 - mmengine - INFO - Epoch(train) [123][720/3757] lr: 2.350e-03 eta: 15:50:54 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 9.5177 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.5917 loss: 2.5917 2022/06/26 23:08:28 - mmengine - INFO - Epoch(train) [123][740/3757] lr: 2.350e-03 eta: 15:50:48 time: 0.260 data_time: 0.008 memory: 5036 grad_norm: 9.2879 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.0032 loss: 2.0032 2022/06/26 23:08:33 - mmengine - INFO - Epoch(train) [123][760/3757] lr: 2.350e-03 eta: 15:50:43 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 7.4774 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.8088 loss: 1.8088 2022/06/26 23:08:39 - mmengine - INFO - Epoch(train) [123][780/3757] lr: 2.350e-03 eta: 15:50:38 time: 0.254 data_time: 0.004 memory: 5036 grad_norm: 8.6081 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.5662 loss: 1.5662 2022/06/26 23:08:44 - mmengine - INFO - Epoch(train) [123][800/3757] lr: 2.350e-03 eta: 15:50:33 time: 0.256 data_time: 0.008 memory: 5036 grad_norm: 8.2230 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9955 loss: 1.9955 2022/06/26 23:08:49 - mmengine - INFO - Epoch(train) [123][820/3757] lr: 2.350e-03 eta: 15:50:27 time: 0.259 data_time: 0.011 memory: 5036 grad_norm: 8.3806 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2303 loss: 2.2303 2022/06/26 23:08:55 - mmengine - INFO - Epoch(train) [123][840/3757] lr: 2.350e-03 eta: 15:50:22 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 9.5429 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7927 loss: 1.7927 2022/06/26 23:09:00 - mmengine - INFO - Epoch(train) [123][860/3757] lr: 2.350e-03 eta: 15:50:17 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 8.5853 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1479 loss: 2.1479 2022/06/26 23:09:05 - mmengine - INFO - Epoch(train) [123][880/3757] lr: 2.350e-03 eta: 15:50:12 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 9.4295 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.3105 loss: 2.3105 2022/06/26 23:09:11 - mmengine - INFO - Epoch(train) [123][900/3757] lr: 2.350e-03 eta: 15:50:06 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 8.6712 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3953 loss: 2.3953 2022/06/26 23:09:16 - mmengine - INFO - Epoch(train) [123][920/3757] lr: 2.350e-03 eta: 15:50:01 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 8.8896 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.0635 loss: 2.0635 2022/06/26 23:09:21 - mmengine - INFO - Epoch(train) [123][940/3757] lr: 2.350e-03 eta: 15:49:56 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 11.5501 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.1791 loss: 2.1791 2022/06/26 23:09:26 - mmengine - INFO - Epoch(train) [123][960/3757] lr: 2.350e-03 eta: 15:49:51 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 9.3939 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.2770 loss: 2.2770 2022/06/26 23:09:31 - mmengine - INFO - Epoch(train) [123][980/3757] lr: 2.350e-03 eta: 15:49:45 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.7676 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9266 loss: 1.9266 2022/06/26 23:09:37 - mmengine - INFO - Epoch(train) [123][1000/3757] lr: 2.350e-03 eta: 15:49:40 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 10.2814 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0619 loss: 2.0619 2022/06/26 23:09:42 - mmengine - INFO - Epoch(train) [123][1020/3757] lr: 2.350e-03 eta: 15:49:35 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 9.2524 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.7433 loss: 1.7433 2022/06/26 23:09:47 - mmengine - INFO - Epoch(train) [123][1040/3757] lr: 2.350e-03 eta: 15:49:29 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 9.8323 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.4403 loss: 2.4403 2022/06/26 23:09:52 - mmengine - INFO - Epoch(train) [123][1060/3757] lr: 2.350e-03 eta: 15:49:24 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 10.4098 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9161 loss: 1.9161 2022/06/26 23:09:58 - mmengine - INFO - Epoch(train) [123][1080/3757] lr: 2.350e-03 eta: 15:49:19 time: 0.256 data_time: 0.010 memory: 5036 grad_norm: 11.1628 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.0869 loss: 2.0869 2022/06/26 23:10:03 - mmengine - INFO - Epoch(train) [123][1100/3757] lr: 2.350e-03 eta: 15:49:14 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 9.7327 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2647 loss: 2.2647 2022/06/26 23:10:08 - mmengine - INFO - Epoch(train) [123][1120/3757] lr: 2.350e-03 eta: 15:49:08 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 9.6213 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8735 loss: 1.8735 2022/06/26 23:10:14 - mmengine - INFO - Epoch(train) [123][1140/3757] lr: 2.350e-03 eta: 15:49:03 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 10.0384 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.0766 loss: 2.0766 2022/06/26 23:10:19 - mmengine - INFO - Epoch(train) [123][1160/3757] lr: 2.350e-03 eta: 15:48:58 time: 0.266 data_time: 0.007 memory: 5036 grad_norm: 9.9725 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9245 loss: 1.9245 2022/06/26 23:10:24 - mmengine - INFO - Epoch(train) [123][1180/3757] lr: 2.350e-03 eta: 15:48:53 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 10.6088 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3374 loss: 2.3374 2022/06/26 23:10:30 - mmengine - INFO - Epoch(train) [123][1200/3757] lr: 2.350e-03 eta: 15:48:48 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 8.9105 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4685 loss: 2.4685 2022/06/26 23:10:35 - mmengine - INFO - Epoch(train) [123][1220/3757] lr: 2.350e-03 eta: 15:48:42 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 9.3767 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.9380 loss: 1.9380 2022/06/26 23:10:40 - mmengine - INFO - Epoch(train) [123][1240/3757] lr: 2.350e-03 eta: 15:48:37 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 8.9589 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9604 loss: 1.9604 2022/06/26 23:10:45 - mmengine - INFO - Epoch(train) [123][1260/3757] lr: 2.350e-03 eta: 15:48:32 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 9.3344 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5252 loss: 2.5252 2022/06/26 23:10:51 - mmengine - INFO - Epoch(train) [123][1280/3757] lr: 2.350e-03 eta: 15:48:26 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 9.0955 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.9989 loss: 1.9989 2022/06/26 23:10:56 - mmengine - INFO - Epoch(train) [123][1300/3757] lr: 2.350e-03 eta: 15:48:21 time: 0.263 data_time: 0.008 memory: 5036 grad_norm: 8.7756 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.7599 loss: 1.7599 2022/06/26 23:11:01 - mmengine - INFO - Epoch(train) [123][1320/3757] lr: 2.350e-03 eta: 15:48:16 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 7.9361 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.8108 loss: 1.8108 2022/06/26 23:11:06 - mmengine - INFO - Epoch(train) [123][1340/3757] lr: 2.350e-03 eta: 15:48:11 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 9.1415 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8723 loss: 1.8723 2022/06/26 23:11:11 - mmengine - INFO - Epoch(train) [123][1360/3757] lr: 2.350e-03 eta: 15:48:05 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 8.8326 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9493 loss: 1.9493 2022/06/26 23:11:17 - mmengine - INFO - Epoch(train) [123][1380/3757] lr: 2.350e-03 eta: 15:48:00 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 10.0241 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2292 loss: 2.2292 2022/06/26 23:11:22 - mmengine - INFO - Epoch(train) [123][1400/3757] lr: 2.350e-03 eta: 15:47:55 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 7.9103 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.2641 loss: 2.2641 2022/06/26 23:11:27 - mmengine - INFO - Epoch(train) [123][1420/3757] lr: 2.350e-03 eta: 15:47:49 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 9.2732 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.4499 loss: 2.4499 2022/06/26 23:11:32 - mmengine - INFO - Epoch(train) [123][1440/3757] lr: 2.350e-03 eta: 15:47:44 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 10.3346 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2977 loss: 2.2977 2022/06/26 23:11:38 - mmengine - INFO - Epoch(train) [123][1460/3757] lr: 2.350e-03 eta: 15:47:39 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 8.8768 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9875 loss: 1.9875 2022/06/26 23:11:43 - mmengine - INFO - Epoch(train) [123][1480/3757] lr: 2.350e-03 eta: 15:47:34 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 7.4089 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.1555 loss: 2.1555 2022/06/26 23:11:48 - mmengine - INFO - Epoch(train) [123][1500/3757] lr: 2.350e-03 eta: 15:47:28 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 8.9997 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.0903 loss: 2.0903 2022/06/26 23:11:53 - mmengine - INFO - Epoch(train) [123][1520/3757] lr: 2.350e-03 eta: 15:47:23 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 9.1258 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9390 loss: 1.9390 2022/06/26 23:11:59 - mmengine - INFO - Epoch(train) [123][1540/3757] lr: 2.350e-03 eta: 15:47:18 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 7.7711 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.7254 loss: 1.7254 2022/06/26 23:12:04 - mmengine - INFO - Epoch(train) [123][1560/3757] lr: 2.350e-03 eta: 15:47:13 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 7.2761 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.8005 loss: 1.8005 2022/06/26 23:12:09 - mmengine - INFO - Epoch(train) [123][1580/3757] lr: 2.350e-03 eta: 15:47:07 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 8.7287 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7988 loss: 1.7988 2022/06/26 23:12:14 - mmengine - INFO - Epoch(train) [123][1600/3757] lr: 2.350e-03 eta: 15:47:02 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 9.4424 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8003 loss: 1.8003 2022/06/26 23:12:19 - mmengine - INFO - Epoch(train) [123][1620/3757] lr: 2.350e-03 eta: 15:46:57 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 9.0095 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1004 loss: 2.1004 2022/06/26 23:12:25 - mmengine - INFO - Epoch(train) [123][1640/3757] lr: 2.350e-03 eta: 15:46:51 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 10.1379 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0777 loss: 2.0777 2022/06/26 23:12:26 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 23:12:30 - mmengine - INFO - Epoch(train) [123][1660/3757] lr: 2.350e-03 eta: 15:46:46 time: 0.254 data_time: 0.010 memory: 5036 grad_norm: 9.5315 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.1895 loss: 2.1895 2022/06/26 23:12:35 - mmengine - INFO - Epoch(train) [123][1680/3757] lr: 2.350e-03 eta: 15:46:41 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 7.9082 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.7867 loss: 1.7867 2022/06/26 23:12:41 - mmengine - INFO - Epoch(train) [123][1700/3757] lr: 2.350e-03 eta: 15:46:36 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 8.8537 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0164 loss: 2.0164 2022/06/26 23:12:46 - mmengine - INFO - Epoch(train) [123][1720/3757] lr: 2.350e-03 eta: 15:46:30 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 10.2551 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.6415 loss: 1.6415 2022/06/26 23:12:51 - mmengine - INFO - Epoch(train) [123][1740/3757] lr: 2.350e-03 eta: 15:46:25 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 10.6433 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9022 loss: 1.9022 2022/06/26 23:12:56 - mmengine - INFO - Epoch(train) [123][1760/3757] lr: 2.350e-03 eta: 15:46:20 time: 0.271 data_time: 0.003 memory: 5036 grad_norm: 7.1330 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0248 loss: 2.0248 2022/06/26 23:13:01 - mmengine - INFO - Epoch(train) [123][1780/3757] lr: 2.350e-03 eta: 15:46:15 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 9.4136 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0489 loss: 2.0489 2022/06/26 23:13:06 - mmengine - INFO - Epoch(train) [123][1800/3757] lr: 2.350e-03 eta: 15:46:09 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 10.0340 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9620 loss: 1.9620 2022/06/26 23:13:12 - mmengine - INFO - Epoch(train) [123][1820/3757] lr: 2.350e-03 eta: 15:46:04 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 8.3136 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.8260 loss: 1.8260 2022/06/26 23:13:17 - mmengine - INFO - Epoch(train) [123][1840/3757] lr: 2.350e-03 eta: 15:45:59 time: 0.256 data_time: 0.010 memory: 5036 grad_norm: 9.0925 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.8716 loss: 1.8716 2022/06/26 23:13:22 - mmengine - INFO - Epoch(train) [123][1860/3757] lr: 2.350e-03 eta: 15:45:53 time: 0.260 data_time: 0.010 memory: 5036 grad_norm: 9.2035 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.4459 loss: 2.4459 2022/06/26 23:13:27 - mmengine - INFO - Epoch(train) [123][1880/3757] lr: 2.350e-03 eta: 15:45:48 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 10.0367 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9205 loss: 1.9205 2022/06/26 23:13:33 - mmengine - INFO - Epoch(train) [123][1900/3757] lr: 2.350e-03 eta: 15:45:43 time: 0.257 data_time: 0.008 memory: 5036 grad_norm: 10.1904 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2358 loss: 2.2358 2022/06/26 23:13:38 - mmengine - INFO - Epoch(train) [123][1920/3757] lr: 2.350e-03 eta: 15:45:38 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 10.2066 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.0123 loss: 2.0123 2022/06/26 23:13:43 - mmengine - INFO - Epoch(train) [123][1940/3757] lr: 2.350e-03 eta: 15:45:32 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 9.2401 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6904 loss: 1.6904 2022/06/26 23:13:49 - mmengine - INFO - Epoch(train) [123][1960/3757] lr: 2.350e-03 eta: 15:45:27 time: 0.255 data_time: 0.004 memory: 5036 grad_norm: 7.8394 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.8882 loss: 1.8882 2022/06/26 23:13:54 - mmengine - INFO - Epoch(train) [123][1980/3757] lr: 2.350e-03 eta: 15:45:22 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 8.8699 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.0362 loss: 2.0362 2022/06/26 23:13:59 - mmengine - INFO - Epoch(train) [123][2000/3757] lr: 2.350e-03 eta: 15:45:17 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 10.1476 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0732 loss: 2.0732 2022/06/26 23:14:05 - mmengine - INFO - Epoch(train) [123][2020/3757] lr: 2.350e-03 eta: 15:45:11 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 9.1652 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9699 loss: 1.9699 2022/06/26 23:14:10 - mmengine - INFO - Epoch(train) [123][2040/3757] lr: 2.350e-03 eta: 15:45:06 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 9.8598 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8368 loss: 1.8368 2022/06/26 23:14:15 - mmengine - INFO - Epoch(train) [123][2060/3757] lr: 2.350e-03 eta: 15:45:01 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 8.0753 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5044 loss: 1.5044 2022/06/26 23:14:20 - mmengine - INFO - Epoch(train) [123][2080/3757] lr: 2.350e-03 eta: 15:44:56 time: 0.263 data_time: 0.007 memory: 5036 grad_norm: 9.3267 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7851 loss: 1.7851 2022/06/26 23:14:25 - mmengine - INFO - Epoch(train) [123][2100/3757] lr: 2.350e-03 eta: 15:44:50 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 7.8162 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0878 loss: 2.0878 2022/06/26 23:14:31 - mmengine - INFO - Epoch(train) [123][2120/3757] lr: 2.350e-03 eta: 15:44:45 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 8.3378 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0841 loss: 2.0841 2022/06/26 23:14:36 - mmengine - INFO - Epoch(train) [123][2140/3757] lr: 2.350e-03 eta: 15:44:40 time: 0.315 data_time: 0.006 memory: 5036 grad_norm: 10.0825 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.1621 loss: 2.1621 2022/06/26 23:14:41 - mmengine - INFO - Epoch(train) [123][2160/3757] lr: 2.350e-03 eta: 15:44:34 time: 0.271 data_time: 0.003 memory: 5036 grad_norm: 8.9189 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.1203 loss: 2.1203 2022/06/26 23:14:46 - mmengine - INFO - Epoch(train) [123][2180/3757] lr: 2.350e-03 eta: 15:44:29 time: 0.259 data_time: 0.013 memory: 5036 grad_norm: 11.0490 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1529 loss: 2.1529 2022/06/26 23:14:51 - mmengine - INFO - Epoch(train) [123][2200/3757] lr: 2.350e-03 eta: 15:44:24 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 10.6354 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.0676 loss: 2.0676 2022/06/26 23:14:57 - mmengine - INFO - Epoch(train) [123][2220/3757] lr: 2.350e-03 eta: 15:44:19 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 12.2516 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9383 loss: 1.9383 2022/06/26 23:15:02 - mmengine - INFO - Epoch(train) [123][2240/3757] lr: 2.350e-03 eta: 15:44:13 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.3757 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1717 loss: 2.1717 2022/06/26 23:15:07 - mmengine - INFO - Epoch(train) [123][2260/3757] lr: 2.350e-03 eta: 15:44:08 time: 0.251 data_time: 0.008 memory: 5036 grad_norm: 8.0320 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8475 loss: 1.8475 2022/06/26 23:15:12 - mmengine - INFO - Epoch(train) [123][2280/3757] lr: 2.350e-03 eta: 15:44:03 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 10.0466 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9854 loss: 1.9854 2022/06/26 23:15:18 - mmengine - INFO - Epoch(train) [123][2300/3757] lr: 2.350e-03 eta: 15:43:58 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 10.2816 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8562 loss: 1.8562 2022/06/26 23:15:23 - mmengine - INFO - Epoch(train) [123][2320/3757] lr: 2.350e-03 eta: 15:43:52 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 8.7750 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.8853 loss: 1.8853 2022/06/26 23:15:28 - mmengine - INFO - Epoch(train) [123][2340/3757] lr: 2.350e-03 eta: 15:43:47 time: 0.265 data_time: 0.016 memory: 5036 grad_norm: 9.8902 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.8204 loss: 1.8204 2022/06/26 23:15:33 - mmengine - INFO - Epoch(train) [123][2360/3757] lr: 2.350e-03 eta: 15:43:42 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 9.0032 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0865 loss: 2.0865 2022/06/26 23:15:39 - mmengine - INFO - Epoch(train) [123][2380/3757] lr: 2.350e-03 eta: 15:43:37 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 7.8977 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0897 loss: 2.0897 2022/06/26 23:15:44 - mmengine - INFO - Epoch(train) [123][2400/3757] lr: 2.350e-03 eta: 15:43:31 time: 0.257 data_time: 0.011 memory: 5036 grad_norm: 9.8240 top1_acc: 0.0000 top5_acc: 0.6250 loss_cls: 1.9272 loss: 1.9272 2022/06/26 23:15:50 - mmengine - INFO - Epoch(train) [123][2420/3757] lr: 2.350e-03 eta: 15:43:26 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 9.6515 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9560 loss: 1.9560 2022/06/26 23:15:55 - mmengine - INFO - Epoch(train) [123][2440/3757] lr: 2.350e-03 eta: 15:43:21 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 11.4924 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9611 loss: 1.9611 2022/06/26 23:16:00 - mmengine - INFO - Epoch(train) [123][2460/3757] lr: 2.350e-03 eta: 15:43:16 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 8.8662 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8489 loss: 1.8489 2022/06/26 23:16:05 - mmengine - INFO - Epoch(train) [123][2480/3757] lr: 2.350e-03 eta: 15:43:10 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 9.3600 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.9177 loss: 1.9177 2022/06/26 23:16:10 - mmengine - INFO - Epoch(train) [123][2500/3757] lr: 2.350e-03 eta: 15:43:05 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 9.2498 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.9072 loss: 1.9072 2022/06/26 23:16:16 - mmengine - INFO - Epoch(train) [123][2520/3757] lr: 2.350e-03 eta: 15:43:00 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 9.4528 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1349 loss: 2.1349 2022/06/26 23:16:21 - mmengine - INFO - Epoch(train) [123][2540/3757] lr: 2.350e-03 eta: 15:42:54 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 9.8654 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9643 loss: 1.9643 2022/06/26 23:16:26 - mmengine - INFO - Epoch(train) [123][2560/3757] lr: 2.350e-03 eta: 15:42:49 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 8.3706 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.6339 loss: 1.6339 2022/06/26 23:16:31 - mmengine - INFO - Epoch(train) [123][2580/3757] lr: 2.350e-03 eta: 15:42:44 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 9.2034 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6925 loss: 1.6925 2022/06/26 23:16:37 - mmengine - INFO - Epoch(train) [123][2600/3757] lr: 2.350e-03 eta: 15:42:39 time: 0.261 data_time: 0.009 memory: 5036 grad_norm: 9.4106 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7869 loss: 1.7869 2022/06/26 23:16:42 - mmengine - INFO - Epoch(train) [123][2620/3757] lr: 2.350e-03 eta: 15:42:33 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 9.6959 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9510 loss: 1.9510 2022/06/26 23:16:47 - mmengine - INFO - Epoch(train) [123][2640/3757] lr: 2.350e-03 eta: 15:42:28 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 11.5184 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.8338 loss: 2.8338 2022/06/26 23:16:49 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 23:16:52 - mmengine - INFO - Epoch(train) [123][2660/3757] lr: 2.350e-03 eta: 15:42:23 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 9.6463 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.1018 loss: 2.1018 2022/06/26 23:16:57 - mmengine - INFO - Epoch(train) [123][2680/3757] lr: 2.350e-03 eta: 15:42:17 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 10.0630 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6790 loss: 1.6790 2022/06/26 23:17:03 - mmengine - INFO - Epoch(train) [123][2700/3757] lr: 2.350e-03 eta: 15:42:12 time: 0.248 data_time: 0.004 memory: 5036 grad_norm: 8.5145 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.7058 loss: 1.7058 2022/06/26 23:17:08 - mmengine - INFO - Epoch(train) [123][2720/3757] lr: 2.350e-03 eta: 15:42:07 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 9.0335 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0759 loss: 2.0759 2022/06/26 23:17:13 - mmengine - INFO - Epoch(train) [123][2740/3757] lr: 2.350e-03 eta: 15:42:02 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 8.5795 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1236 loss: 2.1236 2022/06/26 23:17:18 - mmengine - INFO - Epoch(train) [123][2760/3757] lr: 2.350e-03 eta: 15:41:56 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 9.8099 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.8354 loss: 1.8354 2022/06/26 23:17:23 - mmengine - INFO - Epoch(train) [123][2780/3757] lr: 2.350e-03 eta: 15:41:51 time: 0.268 data_time: 0.006 memory: 5036 grad_norm: 9.4034 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.9046 loss: 1.9046 2022/06/26 23:17:29 - mmengine - INFO - Epoch(train) [123][2800/3757] lr: 2.350e-03 eta: 15:41:46 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 9.2445 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.1961 loss: 2.1961 2022/06/26 23:17:34 - mmengine - INFO - Epoch(train) [123][2820/3757] lr: 2.350e-03 eta: 15:41:41 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 9.2754 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.0623 loss: 2.0623 2022/06/26 23:17:39 - mmengine - INFO - Epoch(train) [123][2840/3757] lr: 2.350e-03 eta: 15:41:35 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 7.9452 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.0024 loss: 2.0024 2022/06/26 23:17:44 - mmengine - INFO - Epoch(train) [123][2860/3757] lr: 2.350e-03 eta: 15:41:30 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 9.4176 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5659 loss: 1.5659 2022/06/26 23:17:50 - mmengine - INFO - Epoch(train) [123][2880/3757] lr: 2.350e-03 eta: 15:41:25 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 9.0569 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2801 loss: 2.2801 2022/06/26 23:17:55 - mmengine - INFO - Epoch(train) [123][2900/3757] lr: 2.350e-03 eta: 15:41:20 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 8.7914 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1840 loss: 2.1840 2022/06/26 23:18:00 - mmengine - INFO - Epoch(train) [123][2920/3757] lr: 2.350e-03 eta: 15:41:14 time: 0.256 data_time: 0.008 memory: 5036 grad_norm: 9.4279 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5814 loss: 1.5814 2022/06/26 23:18:06 - mmengine - INFO - Epoch(train) [123][2940/3757] lr: 2.350e-03 eta: 15:41:09 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 8.0009 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3311 loss: 2.3311 2022/06/26 23:18:11 - mmengine - INFO - Epoch(train) [123][2960/3757] lr: 2.350e-03 eta: 15:41:04 time: 0.266 data_time: 0.006 memory: 5036 grad_norm: 8.8543 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.1276 loss: 2.1276 2022/06/26 23:18:16 - mmengine - INFO - Epoch(train) [123][2980/3757] lr: 2.350e-03 eta: 15:40:59 time: 0.296 data_time: 0.009 memory: 5036 grad_norm: 9.4466 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0542 loss: 2.0542 2022/06/26 23:18:21 - mmengine - INFO - Epoch(train) [123][3000/3757] lr: 2.350e-03 eta: 15:40:53 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 9.1899 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0613 loss: 2.0613 2022/06/26 23:18:27 - mmengine - INFO - Epoch(train) [123][3020/3757] lr: 2.350e-03 eta: 15:40:48 time: 0.267 data_time: 0.006 memory: 5036 grad_norm: 9.1763 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1083 loss: 2.1083 2022/06/26 23:18:32 - mmengine - INFO - Epoch(train) [123][3040/3757] lr: 2.350e-03 eta: 15:40:43 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 9.5793 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2514 loss: 2.2514 2022/06/26 23:18:37 - mmengine - INFO - Epoch(train) [123][3060/3757] lr: 2.350e-03 eta: 15:40:37 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 9.0704 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8487 loss: 1.8487 2022/06/26 23:18:42 - mmengine - INFO - Epoch(train) [123][3080/3757] lr: 2.350e-03 eta: 15:40:32 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 10.3277 top1_acc: 0.0000 top5_acc: 0.7500 loss_cls: 2.1849 loss: 2.1849 2022/06/26 23:18:47 - mmengine - INFO - Epoch(train) [123][3100/3757] lr: 2.350e-03 eta: 15:40:27 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 9.0148 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.0927 loss: 2.0927 2022/06/26 23:18:53 - mmengine - INFO - Epoch(train) [123][3120/3757] lr: 2.350e-03 eta: 15:40:22 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 11.1481 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0625 loss: 2.0625 2022/06/26 23:18:58 - mmengine - INFO - Epoch(train) [123][3140/3757] lr: 2.350e-03 eta: 15:40:16 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 9.1806 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 2.1029 loss: 2.1029 2022/06/26 23:19:03 - mmengine - INFO - Epoch(train) [123][3160/3757] lr: 2.350e-03 eta: 15:40:11 time: 0.251 data_time: 0.009 memory: 5036 grad_norm: 8.8797 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.9816 loss: 1.9816 2022/06/26 23:19:09 - mmengine - INFO - Epoch(train) [123][3180/3757] lr: 2.350e-03 eta: 15:40:06 time: 0.255 data_time: 0.013 memory: 5036 grad_norm: 9.4679 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8839 loss: 1.8839 2022/06/26 23:19:14 - mmengine - INFO - Epoch(train) [123][3200/3757] lr: 2.350e-03 eta: 15:40:01 time: 0.257 data_time: 0.010 memory: 5036 grad_norm: 9.1791 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8908 loss: 1.8908 2022/06/26 23:19:19 - mmengine - INFO - Epoch(train) [123][3220/3757] lr: 2.350e-03 eta: 15:39:55 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 8.9052 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.0663 loss: 2.0663 2022/06/26 23:19:24 - mmengine - INFO - Epoch(train) [123][3240/3757] lr: 2.350e-03 eta: 15:39:50 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 9.5872 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.8387 loss: 1.8387 2022/06/26 23:19:30 - mmengine - INFO - Epoch(train) [123][3260/3757] lr: 2.350e-03 eta: 15:39:45 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 8.5419 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0279 loss: 2.0279 2022/06/26 23:19:35 - mmengine - INFO - Epoch(train) [123][3280/3757] lr: 2.350e-03 eta: 15:39:40 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 9.2658 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4109 loss: 2.4109 2022/06/26 23:19:40 - mmengine - INFO - Epoch(train) [123][3300/3757] lr: 2.350e-03 eta: 15:39:34 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 9.8186 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3509 loss: 2.3509 2022/06/26 23:19:46 - mmengine - INFO - Epoch(train) [123][3320/3757] lr: 2.350e-03 eta: 15:39:29 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 8.8931 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2769 loss: 2.2769 2022/06/26 23:19:51 - mmengine - INFO - Epoch(train) [123][3340/3757] lr: 2.350e-03 eta: 15:39:24 time: 0.260 data_time: 0.012 memory: 5036 grad_norm: 8.2380 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2932 loss: 2.2932 2022/06/26 23:19:56 - mmengine - INFO - Epoch(train) [123][3360/3757] lr: 2.350e-03 eta: 15:39:19 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 7.9476 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.2997 loss: 2.2997 2022/06/26 23:20:02 - mmengine - INFO - Epoch(train) [123][3380/3757] lr: 2.350e-03 eta: 15:39:13 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 9.4928 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3609 loss: 2.3609 2022/06/26 23:20:07 - mmengine - INFO - Epoch(train) [123][3400/3757] lr: 2.350e-03 eta: 15:39:08 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 8.8060 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0305 loss: 2.0305 2022/06/26 23:20:12 - mmengine - INFO - Epoch(train) [123][3420/3757] lr: 2.350e-03 eta: 15:39:03 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 9.9747 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2273 loss: 2.2273 2022/06/26 23:20:17 - mmengine - INFO - Epoch(train) [123][3440/3757] lr: 2.350e-03 eta: 15:38:58 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 8.5478 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1142 loss: 2.1142 2022/06/26 23:20:22 - mmengine - INFO - Epoch(train) [123][3460/3757] lr: 2.350e-03 eta: 15:38:52 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 9.6202 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1907 loss: 2.1907 2022/06/26 23:20:28 - mmengine - INFO - Epoch(train) [123][3480/3757] lr: 2.350e-03 eta: 15:38:47 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 9.6534 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9940 loss: 1.9940 2022/06/26 23:20:33 - mmengine - INFO - Epoch(train) [123][3500/3757] lr: 2.350e-03 eta: 15:38:42 time: 0.257 data_time: 0.008 memory: 5036 grad_norm: 10.0278 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.8763 loss: 1.8763 2022/06/26 23:20:38 - mmengine - INFO - Epoch(train) [123][3520/3757] lr: 2.350e-03 eta: 15:38:36 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 9.3271 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5878 loss: 1.5878 2022/06/26 23:20:43 - mmengine - INFO - Epoch(train) [123][3540/3757] lr: 2.350e-03 eta: 15:38:31 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 9.3965 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6680 loss: 1.6680 2022/06/26 23:20:49 - mmengine - INFO - Epoch(train) [123][3560/3757] lr: 2.350e-03 eta: 15:38:26 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 9.3882 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.1777 loss: 2.1777 2022/06/26 23:20:54 - mmengine - INFO - Epoch(train) [123][3580/3757] lr: 2.350e-03 eta: 15:38:21 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 7.7412 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7245 loss: 1.7245 2022/06/26 23:20:59 - mmengine - INFO - Epoch(train) [123][3600/3757] lr: 2.350e-03 eta: 15:38:15 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.4676 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3497 loss: 2.3497 2022/06/26 23:21:05 - mmengine - INFO - Epoch(train) [123][3620/3757] lr: 2.350e-03 eta: 15:38:10 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.8788 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.1302 loss: 2.1302 2022/06/26 23:21:10 - mmengine - INFO - Epoch(train) [123][3640/3757] lr: 2.350e-03 eta: 15:38:05 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 9.6240 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1843 loss: 2.1843 2022/06/26 23:21:11 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 23:21:15 - mmengine - INFO - Epoch(train) [123][3660/3757] lr: 2.350e-03 eta: 15:38:00 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 8.2574 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.6327 loss: 1.6327 2022/06/26 23:21:20 - mmengine - INFO - Epoch(train) [123][3680/3757] lr: 2.350e-03 eta: 15:37:54 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.3709 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7338 loss: 1.7338 2022/06/26 23:21:25 - mmengine - INFO - Epoch(train) [123][3700/3757] lr: 2.350e-03 eta: 15:37:49 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 11.4864 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4086 loss: 1.4086 2022/06/26 23:21:31 - mmengine - INFO - Epoch(train) [123][3720/3757] lr: 2.350e-03 eta: 15:37:44 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 9.4686 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.1983 loss: 2.1983 2022/06/26 23:21:36 - mmengine - INFO - Epoch(train) [123][3740/3757] lr: 2.350e-03 eta: 15:37:38 time: 0.240 data_time: 0.008 memory: 5036 grad_norm: 10.6341 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0863 loss: 2.0863 2022/06/26 23:21:40 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 23:21:40 - mmengine - INFO - Saving checkpoint at 123 epochs 2022/06/26 23:21:53 - mmengine - INFO - Epoch(val) [123][20/310] eta: 0:01:42 time: 0.106 data_time: 0.006 memory: 5036 2022/06/26 23:21:58 - mmengine - INFO - Epoch(val) [123][40/310] eta: 0:01:35 time: 0.106 data_time: 0.005 memory: 1723 2022/06/26 23:22:02 - mmengine - INFO - Epoch(val) [123][60/310] eta: 0:00:26 time: 0.111 data_time: 0.005 memory: 1723 2022/06/26 23:22:06 - mmengine - INFO - Epoch(val) [123][80/310] eta: 0:00:24 time: 0.108 data_time: 0.001 memory: 1723 2022/06/26 23:22:13 - mmengine - INFO - Epoch(val) [123][100/310] eta: 0:01:07 time: 0.164 data_time: 0.062 memory: 1723 2022/06/26 23:22:18 - mmengine - INFO - Epoch(val) [123][120/310] eta: 0:01:07 time: 0.309 data_time: 0.208 memory: 1723 2022/06/26 23:22:23 - mmengine - INFO - Epoch(val) [123][140/310] eta: 0:00:26 time: 0.110 data_time: 0.007 memory: 1723 2022/06/26 23:22:28 - mmengine - INFO - Epoch(val) [123][160/310] eta: 0:00:20 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 23:22:34 - mmengine - INFO - Epoch(val) [123][180/310] eta: 0:00:37 time: 0.354 data_time: 0.246 memory: 1723 2022/06/26 23:22:39 - mmengine - INFO - Epoch(val) [123][200/310] eta: 0:00:39 time: 0.716 data_time: 0.612 memory: 1723 2022/06/26 23:22:44 - mmengine - INFO - Epoch(val) [123][220/310] eta: 0:00:16 time: 0.108 data_time: 0.002 memory: 1723 2022/06/26 23:22:48 - mmengine - INFO - Epoch(val) [123][240/310] eta: 0:00:10 time: 0.108 data_time: 0.001 memory: 1723 2022/06/26 23:22:55 - mmengine - INFO - Epoch(val) [123][260/310] eta: 0:00:16 time: 0.395 data_time: 0.293 memory: 1723 2022/06/26 23:22:59 - mmengine - INFO - Epoch(val) [123][280/310] eta: 0:00:10 time: 0.115 data_time: 0.001 memory: 1723 2022/06/26 23:23:02 - mmengine - INFO - Epoch(val) [123][300/310] eta: 0:00:01 time: 0.102 data_time: 0.001 memory: 1723 2022/06/26 23:23:04 - mmengine - INFO - Epoch(val) [123][310/310] acc/top1: 0.5728 acc/top5: 0.8000 acc/mean1: 0.5727 2022/06/26 23:23:14 - mmengine - INFO - Epoch(train) [124][20/3757] lr: 2.277e-03 eta: 15:37:30 time: 0.270 data_time: 0.003 memory: 5036 grad_norm: 9.5915 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2371 loss: 2.2371 2022/06/26 23:23:19 - mmengine - INFO - Epoch(train) [124][40/3757] lr: 2.277e-03 eta: 15:37:25 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 9.7920 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.9779 loss: 1.9779 2022/06/26 23:23:24 - mmengine - INFO - Epoch(train) [124][60/3757] lr: 2.277e-03 eta: 15:37:19 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 10.4363 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3926 loss: 2.3926 2022/06/26 23:23:30 - mmengine - INFO - Epoch(train) [124][80/3757] lr: 2.277e-03 eta: 15:37:14 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 9.3496 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.5948 loss: 1.5948 2022/06/26 23:23:35 - mmengine - INFO - Epoch(train) [124][100/3757] lr: 2.277e-03 eta: 15:37:09 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 9.9589 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.5589 loss: 2.5589 2022/06/26 23:23:40 - mmengine - INFO - Epoch(train) [124][120/3757] lr: 2.277e-03 eta: 15:37:04 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 10.9975 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0572 loss: 2.0572 2022/06/26 23:23:46 - mmengine - INFO - Epoch(train) [124][140/3757] lr: 2.277e-03 eta: 15:36:59 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 10.3427 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0241 loss: 2.0241 2022/06/26 23:23:51 - mmengine - INFO - Epoch(train) [124][160/3757] lr: 2.277e-03 eta: 15:36:53 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 8.1976 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7020 loss: 1.7020 2022/06/26 23:23:56 - mmengine - INFO - Epoch(train) [124][180/3757] lr: 2.277e-03 eta: 15:36:48 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 9.8536 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.7770 loss: 1.7770 2022/06/26 23:24:02 - mmengine - INFO - Epoch(train) [124][200/3757] lr: 2.277e-03 eta: 15:36:43 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 9.3864 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.0249 loss: 2.0249 2022/06/26 23:24:07 - mmengine - INFO - Epoch(train) [124][220/3757] lr: 2.277e-03 eta: 15:36:38 time: 0.561 data_time: 0.003 memory: 5036 grad_norm: 9.0667 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.1805 loss: 2.1805 2022/06/26 23:24:12 - mmengine - INFO - Epoch(train) [124][240/3757] lr: 2.277e-03 eta: 15:36:32 time: 0.249 data_time: 0.007 memory: 5036 grad_norm: 8.5494 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.0999 loss: 2.0999 2022/06/26 23:24:18 - mmengine - INFO - Epoch(train) [124][260/3757] lr: 2.277e-03 eta: 15:36:27 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 10.2550 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1426 loss: 2.1426 2022/06/26 23:24:23 - mmengine - INFO - Epoch(train) [124][280/3757] lr: 2.277e-03 eta: 15:36:22 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 9.3430 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9449 loss: 1.9449 2022/06/26 23:24:29 - mmengine - INFO - Epoch(train) [124][300/3757] lr: 2.277e-03 eta: 15:36:17 time: 0.258 data_time: 0.017 memory: 5036 grad_norm: 9.0294 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0835 loss: 2.0835 2022/06/26 23:24:34 - mmengine - INFO - Epoch(train) [124][320/3757] lr: 2.277e-03 eta: 15:36:12 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 9.9353 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0198 loss: 2.0198 2022/06/26 23:24:39 - mmengine - INFO - Epoch(train) [124][340/3757] lr: 2.277e-03 eta: 15:36:06 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 9.1018 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8733 loss: 1.8733 2022/06/26 23:24:44 - mmengine - INFO - Epoch(train) [124][360/3757] lr: 2.277e-03 eta: 15:36:01 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 9.9220 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.0687 loss: 2.0687 2022/06/26 23:24:50 - mmengine - INFO - Epoch(train) [124][380/3757] lr: 2.277e-03 eta: 15:35:56 time: 0.250 data_time: 0.007 memory: 5036 grad_norm: 11.5576 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0828 loss: 2.0828 2022/06/26 23:24:55 - mmengine - INFO - Epoch(train) [124][400/3757] lr: 2.277e-03 eta: 15:35:51 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 9.2849 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.9548 loss: 1.9548 2022/06/26 23:25:00 - mmengine - INFO - Epoch(train) [124][420/3757] lr: 2.277e-03 eta: 15:35:45 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 9.8594 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1042 loss: 2.1042 2022/06/26 23:25:05 - mmengine - INFO - Epoch(train) [124][440/3757] lr: 2.277e-03 eta: 15:35:40 time: 0.263 data_time: 0.007 memory: 5036 grad_norm: 8.0325 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0697 loss: 2.0697 2022/06/26 23:25:11 - mmengine - INFO - Epoch(train) [124][460/3757] lr: 2.277e-03 eta: 15:35:35 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 8.4543 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8225 loss: 1.8225 2022/06/26 23:25:16 - mmengine - INFO - Epoch(train) [124][480/3757] lr: 2.277e-03 eta: 15:35:29 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 7.2887 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1996 loss: 2.1996 2022/06/26 23:25:21 - mmengine - INFO - Epoch(train) [124][500/3757] lr: 2.277e-03 eta: 15:35:24 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 9.8169 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.3491 loss: 2.3491 2022/06/26 23:25:26 - mmengine - INFO - Epoch(train) [124][520/3757] lr: 2.277e-03 eta: 15:35:19 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 8.1089 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9741 loss: 1.9741 2022/06/26 23:25:32 - mmengine - INFO - Epoch(train) [124][540/3757] lr: 2.277e-03 eta: 15:35:14 time: 0.255 data_time: 0.004 memory: 5036 grad_norm: 10.0898 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2664 loss: 2.2664 2022/06/26 23:25:37 - mmengine - INFO - Epoch(train) [124][560/3757] lr: 2.277e-03 eta: 15:35:08 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 8.8823 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.8164 loss: 1.8164 2022/06/26 23:25:42 - mmengine - INFO - Epoch(train) [124][580/3757] lr: 2.277e-03 eta: 15:35:03 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.8475 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.8217 loss: 1.8217 2022/06/26 23:25:47 - mmengine - INFO - Epoch(train) [124][600/3757] lr: 2.277e-03 eta: 15:34:58 time: 0.272 data_time: 0.024 memory: 5036 grad_norm: 9.5733 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2920 loss: 2.2920 2022/06/26 23:25:53 - mmengine - INFO - Epoch(train) [124][620/3757] lr: 2.277e-03 eta: 15:34:53 time: 0.249 data_time: 0.004 memory: 5036 grad_norm: 9.6298 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9930 loss: 1.9930 2022/06/26 23:25:58 - mmengine - INFO - Epoch(train) [124][640/3757] lr: 2.277e-03 eta: 15:34:47 time: 0.253 data_time: 0.008 memory: 5036 grad_norm: 11.0211 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.1650 loss: 2.1650 2022/06/26 23:26:03 - mmengine - INFO - Epoch(train) [124][660/3757] lr: 2.277e-03 eta: 15:34:42 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 9.4466 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.8019 loss: 1.8019 2022/06/26 23:26:09 - mmengine - INFO - Epoch(train) [124][680/3757] lr: 2.277e-03 eta: 15:34:37 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 8.1203 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0751 loss: 2.0751 2022/06/26 23:26:14 - mmengine - INFO - Epoch(train) [124][700/3757] lr: 2.277e-03 eta: 15:34:32 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 9.4887 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.0534 loss: 2.0534 2022/06/26 23:26:19 - mmengine - INFO - Epoch(train) [124][720/3757] lr: 2.277e-03 eta: 15:34:26 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 10.6355 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1806 loss: 2.1806 2022/06/26 23:26:24 - mmengine - INFO - Epoch(train) [124][740/3757] lr: 2.277e-03 eta: 15:34:21 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 8.9955 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.5612 loss: 1.5612 2022/06/26 23:26:29 - mmengine - INFO - Epoch(train) [124][760/3757] lr: 2.277e-03 eta: 15:34:16 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 8.9634 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1565 loss: 2.1565 2022/06/26 23:26:35 - mmengine - INFO - Epoch(train) [124][780/3757] lr: 2.277e-03 eta: 15:34:11 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 10.2876 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.8547 loss: 1.8547 2022/06/26 23:26:40 - mmengine - INFO - Epoch(train) [124][800/3757] lr: 2.277e-03 eta: 15:34:05 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 9.9607 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0716 loss: 2.0716 2022/06/26 23:26:45 - mmengine - INFO - Epoch(train) [124][820/3757] lr: 2.277e-03 eta: 15:34:00 time: 0.260 data_time: 0.012 memory: 5036 grad_norm: 9.3628 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1021 loss: 2.1021 2022/06/26 23:26:50 - mmengine - INFO - Epoch(train) [124][840/3757] lr: 2.277e-03 eta: 15:33:55 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 9.2038 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2004 loss: 2.2004 2022/06/26 23:26:55 - mmengine - INFO - Epoch(train) [124][860/3757] lr: 2.277e-03 eta: 15:33:49 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 8.1631 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4375 loss: 2.4375 2022/06/26 23:27:01 - mmengine - INFO - Epoch(train) [124][880/3757] lr: 2.277e-03 eta: 15:33:44 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 9.6036 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4287 loss: 2.4287 2022/06/26 23:27:03 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 23:27:06 - mmengine - INFO - Epoch(train) [124][900/3757] lr: 2.277e-03 eta: 15:33:39 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 10.2141 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9814 loss: 1.9814 2022/06/26 23:27:11 - mmengine - INFO - Epoch(train) [124][920/3757] lr: 2.277e-03 eta: 15:33:34 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 12.0589 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6775 loss: 1.6775 2022/06/26 23:27:17 - mmengine - INFO - Epoch(train) [124][940/3757] lr: 2.277e-03 eta: 15:33:28 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 8.4166 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.1565 loss: 2.1565 2022/06/26 23:27:22 - mmengine - INFO - Epoch(train) [124][960/3757] lr: 2.277e-03 eta: 15:33:23 time: 0.259 data_time: 0.013 memory: 5036 grad_norm: 8.1146 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2428 loss: 2.2428 2022/06/26 23:27:27 - mmengine - INFO - Epoch(train) [124][980/3757] lr: 2.277e-03 eta: 15:33:18 time: 0.264 data_time: 0.006 memory: 5036 grad_norm: 7.7564 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1920 loss: 2.1920 2022/06/26 23:27:32 - mmengine - INFO - Epoch(train) [124][1000/3757] lr: 2.277e-03 eta: 15:33:13 time: 0.266 data_time: 0.019 memory: 5036 grad_norm: 8.8026 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.3433 loss: 2.3433 2022/06/26 23:27:38 - mmengine - INFO - Epoch(train) [124][1020/3757] lr: 2.277e-03 eta: 15:33:07 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 8.7150 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.9030 loss: 1.9030 2022/06/26 23:27:43 - mmengine - INFO - Epoch(train) [124][1040/3757] lr: 2.277e-03 eta: 15:33:02 time: 0.265 data_time: 0.006 memory: 5036 grad_norm: 8.9936 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.8762 loss: 1.8762 2022/06/26 23:27:48 - mmengine - INFO - Epoch(train) [124][1060/3757] lr: 2.277e-03 eta: 15:32:57 time: 0.265 data_time: 0.006 memory: 5036 grad_norm: 9.7816 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0189 loss: 2.0189 2022/06/26 23:27:53 - mmengine - INFO - Epoch(train) [124][1080/3757] lr: 2.277e-03 eta: 15:32:52 time: 0.264 data_time: 0.006 memory: 5036 grad_norm: 9.5394 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0678 loss: 2.0678 2022/06/26 23:27:59 - mmengine - INFO - Epoch(train) [124][1100/3757] lr: 2.277e-03 eta: 15:32:46 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 9.3030 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.1449 loss: 2.1449 2022/06/26 23:28:04 - mmengine - INFO - Epoch(train) [124][1120/3757] lr: 2.277e-03 eta: 15:32:41 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 7.3183 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.7098 loss: 2.7098 2022/06/26 23:28:09 - mmengine - INFO - Epoch(train) [124][1140/3757] lr: 2.277e-03 eta: 15:32:36 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.8542 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4798 loss: 2.4798 2022/06/26 23:28:14 - mmengine - INFO - Epoch(train) [124][1160/3757] lr: 2.277e-03 eta: 15:32:30 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 9.3335 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2602 loss: 2.2602 2022/06/26 23:28:20 - mmengine - INFO - Epoch(train) [124][1180/3757] lr: 2.277e-03 eta: 15:32:25 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 8.4374 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5146 loss: 1.5146 2022/06/26 23:28:25 - mmengine - INFO - Epoch(train) [124][1200/3757] lr: 2.277e-03 eta: 15:32:20 time: 0.269 data_time: 0.006 memory: 5036 grad_norm: 10.1838 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4831 loss: 1.4831 2022/06/26 23:28:30 - mmengine - INFO - Epoch(train) [124][1220/3757] lr: 2.277e-03 eta: 15:32:15 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 8.1645 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9853 loss: 1.9853 2022/06/26 23:28:36 - mmengine - INFO - Epoch(train) [124][1240/3757] lr: 2.277e-03 eta: 15:32:10 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 8.2733 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7947 loss: 1.7947 2022/06/26 23:28:41 - mmengine - INFO - Epoch(train) [124][1260/3757] lr: 2.277e-03 eta: 15:32:04 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 10.3507 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9226 loss: 1.9226 2022/06/26 23:28:46 - mmengine - INFO - Epoch(train) [124][1280/3757] lr: 2.277e-03 eta: 15:31:59 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 9.3599 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.8182 loss: 1.8182 2022/06/26 23:28:51 - mmengine - INFO - Epoch(train) [124][1300/3757] lr: 2.277e-03 eta: 15:31:54 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 8.5151 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.4381 loss: 2.4381 2022/06/26 23:28:56 - mmengine - INFO - Epoch(train) [124][1320/3757] lr: 2.277e-03 eta: 15:31:48 time: 0.251 data_time: 0.007 memory: 5036 grad_norm: 8.7608 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9555 loss: 1.9555 2022/06/26 23:29:02 - mmengine - INFO - Epoch(train) [124][1340/3757] lr: 2.277e-03 eta: 15:31:43 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 9.0164 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6582 loss: 1.6582 2022/06/26 23:29:07 - mmengine - INFO - Epoch(train) [124][1360/3757] lr: 2.277e-03 eta: 15:31:38 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 9.4472 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.9379 loss: 1.9379 2022/06/26 23:29:12 - mmengine - INFO - Epoch(train) [124][1380/3757] lr: 2.277e-03 eta: 15:31:33 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 9.0107 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7932 loss: 1.7932 2022/06/26 23:29:17 - mmengine - INFO - Epoch(train) [124][1400/3757] lr: 2.277e-03 eta: 15:31:27 time: 0.268 data_time: 0.006 memory: 5036 grad_norm: 9.1686 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.6549 loss: 1.6549 2022/06/26 23:29:22 - mmengine - INFO - Epoch(train) [124][1420/3757] lr: 2.277e-03 eta: 15:31:22 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 8.3294 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.6291 loss: 2.6291 2022/06/26 23:29:28 - mmengine - INFO - Epoch(train) [124][1440/3757] lr: 2.277e-03 eta: 15:31:17 time: 0.271 data_time: 0.004 memory: 5036 grad_norm: 10.7240 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8711 loss: 1.8711 2022/06/26 23:29:33 - mmengine - INFO - Epoch(train) [124][1460/3757] lr: 2.277e-03 eta: 15:31:11 time: 0.257 data_time: 0.015 memory: 5036 grad_norm: 9.8579 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.9181 loss: 1.9181 2022/06/26 23:29:38 - mmengine - INFO - Epoch(train) [124][1480/3757] lr: 2.277e-03 eta: 15:31:06 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 9.4468 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.5993 loss: 1.5993 2022/06/26 23:29:43 - mmengine - INFO - Epoch(train) [124][1500/3757] lr: 2.277e-03 eta: 15:31:01 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 9.2421 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.0812 loss: 2.0812 2022/06/26 23:29:49 - mmengine - INFO - Epoch(train) [124][1520/3757] lr: 2.277e-03 eta: 15:30:56 time: 0.251 data_time: 0.009 memory: 5036 grad_norm: 8.8657 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.9455 loss: 1.9455 2022/06/26 23:29:54 - mmengine - INFO - Epoch(train) [124][1540/3757] lr: 2.277e-03 eta: 15:30:50 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 8.0585 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1798 loss: 2.1798 2022/06/26 23:29:59 - mmengine - INFO - Epoch(train) [124][1560/3757] lr: 2.277e-03 eta: 15:30:45 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 11.0070 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0059 loss: 2.0059 2022/06/26 23:30:05 - mmengine - INFO - Epoch(train) [124][1580/3757] lr: 2.277e-03 eta: 15:30:40 time: 0.260 data_time: 0.009 memory: 5036 grad_norm: 8.7667 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.9248 loss: 1.9248 2022/06/26 23:30:10 - mmengine - INFO - Epoch(train) [124][1600/3757] lr: 2.277e-03 eta: 15:30:35 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 7.7499 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2596 loss: 2.2596 2022/06/26 23:30:15 - mmengine - INFO - Epoch(train) [124][1620/3757] lr: 2.277e-03 eta: 15:30:29 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 8.1324 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0403 loss: 2.0403 2022/06/26 23:30:20 - mmengine - INFO - Epoch(train) [124][1640/3757] lr: 2.277e-03 eta: 15:30:24 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 9.4601 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.3210 loss: 2.3210 2022/06/26 23:30:25 - mmengine - INFO - Epoch(train) [124][1660/3757] lr: 2.277e-03 eta: 15:30:19 time: 0.256 data_time: 0.010 memory: 5036 grad_norm: 9.2461 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.5160 loss: 1.5160 2022/06/26 23:30:31 - mmengine - INFO - Epoch(train) [124][1680/3757] lr: 2.277e-03 eta: 15:30:13 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 8.8478 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0679 loss: 2.0679 2022/06/26 23:30:36 - mmengine - INFO - Epoch(train) [124][1700/3757] lr: 2.277e-03 eta: 15:30:08 time: 0.259 data_time: 0.009 memory: 5036 grad_norm: 8.0571 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1221 loss: 2.1221 2022/06/26 23:30:41 - mmengine - INFO - Epoch(train) [124][1720/3757] lr: 2.277e-03 eta: 15:30:03 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 9.7710 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.6361 loss: 1.6361 2022/06/26 23:30:46 - mmengine - INFO - Epoch(train) [124][1740/3757] lr: 2.277e-03 eta: 15:29:58 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 9.9124 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1747 loss: 2.1747 2022/06/26 23:30:52 - mmengine - INFO - Epoch(train) [124][1760/3757] lr: 2.277e-03 eta: 15:29:52 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 9.5379 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.8612 loss: 1.8612 2022/06/26 23:30:57 - mmengine - INFO - Epoch(train) [124][1780/3757] lr: 2.277e-03 eta: 15:29:47 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 10.6133 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9540 loss: 1.9540 2022/06/26 23:31:02 - mmengine - INFO - Epoch(train) [124][1800/3757] lr: 2.277e-03 eta: 15:29:42 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 7.0749 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6025 loss: 2.6025 2022/06/26 23:31:07 - mmengine - INFO - Epoch(train) [124][1820/3757] lr: 2.277e-03 eta: 15:29:37 time: 0.319 data_time: 0.003 memory: 5036 grad_norm: 9.5381 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1202 loss: 2.1202 2022/06/26 23:31:13 - mmengine - INFO - Epoch(train) [124][1840/3757] lr: 2.277e-03 eta: 15:29:31 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 8.5421 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8031 loss: 1.8031 2022/06/26 23:31:18 - mmengine - INFO - Epoch(train) [124][1860/3757] lr: 2.277e-03 eta: 15:29:26 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 10.8599 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5564 loss: 1.5564 2022/06/26 23:31:23 - mmengine - INFO - Epoch(train) [124][1880/3757] lr: 2.277e-03 eta: 15:29:21 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 8.2711 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.9091 loss: 1.9091 2022/06/26 23:31:26 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 23:31:29 - mmengine - INFO - Epoch(train) [124][1900/3757] lr: 2.277e-03 eta: 15:29:16 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 11.5233 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1213 loss: 2.1213 2022/06/26 23:31:34 - mmengine - INFO - Epoch(train) [124][1920/3757] lr: 2.277e-03 eta: 15:29:10 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 9.3705 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1259 loss: 2.1259 2022/06/26 23:31:39 - mmengine - INFO - Epoch(train) [124][1940/3757] lr: 2.277e-03 eta: 15:29:05 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 7.7345 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.7247 loss: 1.7247 2022/06/26 23:31:44 - mmengine - INFO - Epoch(train) [124][1960/3757] lr: 2.277e-03 eta: 15:29:00 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 10.0065 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0302 loss: 2.0302 2022/06/26 23:31:50 - mmengine - INFO - Epoch(train) [124][1980/3757] lr: 2.277e-03 eta: 15:28:55 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 9.8319 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.9055 loss: 1.9055 2022/06/26 23:31:55 - mmengine - INFO - Epoch(train) [124][2000/3757] lr: 2.277e-03 eta: 15:28:49 time: 0.250 data_time: 0.009 memory: 5036 grad_norm: 9.1636 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2767 loss: 2.2767 2022/06/26 23:32:00 - mmengine - INFO - Epoch(train) [124][2020/3757] lr: 2.277e-03 eta: 15:28:44 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 6.8149 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.8143 loss: 1.8143 2022/06/26 23:32:06 - mmengine - INFO - Epoch(train) [124][2040/3757] lr: 2.277e-03 eta: 15:28:39 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 8.0566 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6788 loss: 1.6788 2022/06/26 23:32:11 - mmengine - INFO - Epoch(train) [124][2060/3757] lr: 2.277e-03 eta: 15:28:34 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 9.4894 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9931 loss: 1.9931 2022/06/26 23:32:16 - mmengine - INFO - Epoch(train) [124][2080/3757] lr: 2.277e-03 eta: 15:28:29 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 8.7670 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.9884 loss: 1.9884 2022/06/26 23:32:22 - mmengine - INFO - Epoch(train) [124][2100/3757] lr: 2.277e-03 eta: 15:28:23 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 8.3253 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8943 loss: 1.8943 2022/06/26 23:32:27 - mmengine - INFO - Epoch(train) [124][2120/3757] lr: 2.277e-03 eta: 15:28:18 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 9.5049 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5697 loss: 1.5697 2022/06/26 23:32:33 - mmengine - INFO - Epoch(train) [124][2140/3757] lr: 2.277e-03 eta: 15:28:13 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 11.0487 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.1800 loss: 2.1800 2022/06/26 23:32:38 - mmengine - INFO - Epoch(train) [124][2160/3757] lr: 2.277e-03 eta: 15:28:08 time: 0.256 data_time: 0.008 memory: 5036 grad_norm: 10.4219 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7740 loss: 1.7740 2022/06/26 23:32:43 - mmengine - INFO - Epoch(train) [124][2180/3757] lr: 2.277e-03 eta: 15:28:02 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 9.1100 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9370 loss: 1.9370 2022/06/26 23:32:49 - mmengine - INFO - Epoch(train) [124][2200/3757] lr: 2.277e-03 eta: 15:27:57 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 10.3151 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0595 loss: 2.0595 2022/06/26 23:32:54 - mmengine - INFO - Epoch(train) [124][2220/3757] lr: 2.277e-03 eta: 15:27:52 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 8.6846 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7909 loss: 1.7909 2022/06/26 23:32:59 - mmengine - INFO - Epoch(train) [124][2240/3757] lr: 2.277e-03 eta: 15:27:47 time: 0.253 data_time: 0.008 memory: 5036 grad_norm: 10.0092 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3331 loss: 2.3331 2022/06/26 23:33:04 - mmengine - INFO - Epoch(train) [124][2260/3757] lr: 2.277e-03 eta: 15:27:41 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 10.0639 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0377 loss: 2.0377 2022/06/26 23:33:10 - mmengine - INFO - Epoch(train) [124][2280/3757] lr: 2.277e-03 eta: 15:27:36 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.9751 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9169 loss: 1.9169 2022/06/26 23:33:15 - mmengine - INFO - Epoch(train) [124][2300/3757] lr: 2.277e-03 eta: 15:27:31 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 10.3761 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1926 loss: 2.1926 2022/06/26 23:33:20 - mmengine - INFO - Epoch(train) [124][2320/3757] lr: 2.277e-03 eta: 15:27:26 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 8.7342 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9107 loss: 1.9107 2022/06/26 23:33:26 - mmengine - INFO - Epoch(train) [124][2340/3757] lr: 2.277e-03 eta: 15:27:20 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 8.1835 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.9551 loss: 1.9551 2022/06/26 23:33:31 - mmengine - INFO - Epoch(train) [124][2360/3757] lr: 2.277e-03 eta: 15:27:15 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 9.5204 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9664 loss: 1.9664 2022/06/26 23:33:36 - mmengine - INFO - Epoch(train) [124][2380/3757] lr: 2.277e-03 eta: 15:27:10 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 10.0539 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.1697 loss: 2.1697 2022/06/26 23:33:41 - mmengine - INFO - Epoch(train) [124][2400/3757] lr: 2.277e-03 eta: 15:27:05 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 9.7066 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0784 loss: 2.0784 2022/06/26 23:33:46 - mmengine - INFO - Epoch(train) [124][2420/3757] lr: 2.277e-03 eta: 15:26:59 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 8.8430 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7761 loss: 1.7761 2022/06/26 23:33:52 - mmengine - INFO - Epoch(train) [124][2440/3757] lr: 2.277e-03 eta: 15:26:54 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 10.4626 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.3157 loss: 2.3157 2022/06/26 23:33:57 - mmengine - INFO - Epoch(train) [124][2460/3757] lr: 2.277e-03 eta: 15:26:49 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 9.9555 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0535 loss: 2.0535 2022/06/26 23:34:03 - mmengine - INFO - Epoch(train) [124][2480/3757] lr: 2.277e-03 eta: 15:26:44 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 9.4778 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9730 loss: 1.9730 2022/06/26 23:34:08 - mmengine - INFO - Epoch(train) [124][2500/3757] lr: 2.277e-03 eta: 15:26:39 time: 0.635 data_time: 0.006 memory: 5036 grad_norm: 8.9305 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.9833 loss: 1.9833 2022/06/26 23:34:13 - mmengine - INFO - Epoch(train) [124][2520/3757] lr: 2.277e-03 eta: 15:26:33 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 7.9393 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9777 loss: 1.9777 2022/06/26 23:34:19 - mmengine - INFO - Epoch(train) [124][2540/3757] lr: 2.277e-03 eta: 15:26:28 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 11.1245 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.2710 loss: 2.2710 2022/06/26 23:34:24 - mmengine - INFO - Epoch(train) [124][2560/3757] lr: 2.277e-03 eta: 15:26:23 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 10.1995 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.1326 loss: 2.1326 2022/06/26 23:34:29 - mmengine - INFO - Epoch(train) [124][2580/3757] lr: 2.277e-03 eta: 15:26:18 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 10.7480 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.7052 loss: 1.7052 2022/06/26 23:34:35 - mmengine - INFO - Epoch(train) [124][2600/3757] lr: 2.277e-03 eta: 15:26:12 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 7.4525 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3375 loss: 2.3375 2022/06/26 23:34:40 - mmengine - INFO - Epoch(train) [124][2620/3757] lr: 2.277e-03 eta: 15:26:07 time: 0.251 data_time: 0.008 memory: 5036 grad_norm: 9.7621 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.2670 loss: 2.2670 2022/06/26 23:34:45 - mmengine - INFO - Epoch(train) [124][2640/3757] lr: 2.277e-03 eta: 15:26:02 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 10.1269 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9223 loss: 1.9223 2022/06/26 23:34:51 - mmengine - INFO - Epoch(train) [124][2660/3757] lr: 2.277e-03 eta: 15:25:57 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 10.2630 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8542 loss: 1.8542 2022/06/26 23:34:56 - mmengine - INFO - Epoch(train) [124][2680/3757] lr: 2.277e-03 eta: 15:25:51 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 8.3128 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7722 loss: 1.7722 2022/06/26 23:35:01 - mmengine - INFO - Epoch(train) [124][2700/3757] lr: 2.277e-03 eta: 15:25:46 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 10.6745 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8602 loss: 1.8602 2022/06/26 23:35:06 - mmengine - INFO - Epoch(train) [124][2720/3757] lr: 2.277e-03 eta: 15:25:41 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 8.8363 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1243 loss: 2.1243 2022/06/26 23:35:11 - mmengine - INFO - Epoch(train) [124][2740/3757] lr: 2.277e-03 eta: 15:25:36 time: 0.251 data_time: 0.010 memory: 5036 grad_norm: 9.9177 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.0578 loss: 2.0578 2022/06/26 23:35:17 - mmengine - INFO - Epoch(train) [124][2760/3757] lr: 2.277e-03 eta: 15:25:30 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 11.0263 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.1180 loss: 2.1180 2022/06/26 23:35:22 - mmengine - INFO - Epoch(train) [124][2780/3757] lr: 2.277e-03 eta: 15:25:25 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 8.3454 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.2219 loss: 2.2219 2022/06/26 23:35:27 - mmengine - INFO - Epoch(train) [124][2800/3757] lr: 2.277e-03 eta: 15:25:20 time: 0.250 data_time: 0.007 memory: 5036 grad_norm: 9.5326 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.8922 loss: 1.8922 2022/06/26 23:35:33 - mmengine - INFO - Epoch(train) [124][2820/3757] lr: 2.277e-03 eta: 15:25:15 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 9.8246 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.8560 loss: 1.8560 2022/06/26 23:35:38 - mmengine - INFO - Epoch(train) [124][2840/3757] lr: 2.277e-03 eta: 15:25:09 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 9.4593 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3768 loss: 2.3768 2022/06/26 23:35:43 - mmengine - INFO - Epoch(train) [124][2860/3757] lr: 2.277e-03 eta: 15:25:04 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 8.9969 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0220 loss: 2.0220 2022/06/26 23:35:48 - mmengine - INFO - Epoch(train) [124][2880/3757] lr: 2.277e-03 eta: 15:24:59 time: 0.274 data_time: 0.023 memory: 5036 grad_norm: 9.3835 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9358 loss: 1.9358 2022/06/26 23:35:51 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 23:35:54 - mmengine - INFO - Epoch(train) [124][2900/3757] lr: 2.277e-03 eta: 15:24:53 time: 0.252 data_time: 0.004 memory: 5036 grad_norm: 9.7227 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9462 loss: 1.9462 2022/06/26 23:35:59 - mmengine - INFO - Epoch(train) [124][2920/3757] lr: 2.277e-03 eta: 15:24:48 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 7.9701 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3845 loss: 2.3845 2022/06/26 23:36:04 - mmengine - INFO - Epoch(train) [124][2940/3757] lr: 2.277e-03 eta: 15:24:43 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 7.5815 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.2470 loss: 2.2470 2022/06/26 23:36:09 - mmengine - INFO - Epoch(train) [124][2960/3757] lr: 2.277e-03 eta: 15:24:38 time: 0.250 data_time: 0.007 memory: 5036 grad_norm: 9.4424 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6230 loss: 1.6230 2022/06/26 23:36:14 - mmengine - INFO - Epoch(train) [124][2980/3757] lr: 2.277e-03 eta: 15:24:32 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.6208 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0387 loss: 2.0387 2022/06/26 23:36:20 - mmengine - INFO - Epoch(train) [124][3000/3757] lr: 2.277e-03 eta: 15:24:27 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 10.4143 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0449 loss: 2.0449 2022/06/26 23:36:25 - mmengine - INFO - Epoch(train) [124][3020/3757] lr: 2.277e-03 eta: 15:24:22 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 9.1638 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.0807 loss: 2.0807 2022/06/26 23:36:30 - mmengine - INFO - Epoch(train) [124][3040/3757] lr: 2.277e-03 eta: 15:24:17 time: 0.256 data_time: 0.010 memory: 5036 grad_norm: 9.1925 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1356 loss: 2.1356 2022/06/26 23:36:35 - mmengine - INFO - Epoch(train) [124][3060/3757] lr: 2.277e-03 eta: 15:24:11 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 7.7534 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4291 loss: 2.4291 2022/06/26 23:36:41 - mmengine - INFO - Epoch(train) [124][3080/3757] lr: 2.277e-03 eta: 15:24:06 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 7.2596 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.2155 loss: 2.2155 2022/06/26 23:36:46 - mmengine - INFO - Epoch(train) [124][3100/3757] lr: 2.277e-03 eta: 15:24:01 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 9.5236 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.4055 loss: 2.4055 2022/06/26 23:36:51 - mmengine - INFO - Epoch(train) [124][3120/3757] lr: 2.277e-03 eta: 15:23:56 time: 0.268 data_time: 0.007 memory: 5036 grad_norm: 10.7075 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3148 loss: 2.3148 2022/06/26 23:36:57 - mmengine - INFO - Epoch(train) [124][3140/3757] lr: 2.277e-03 eta: 15:23:50 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 8.7604 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9438 loss: 1.9438 2022/06/26 23:37:02 - mmengine - INFO - Epoch(train) [124][3160/3757] lr: 2.277e-03 eta: 15:23:45 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 9.3769 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8968 loss: 1.8968 2022/06/26 23:37:07 - mmengine - INFO - Epoch(train) [124][3180/3757] lr: 2.277e-03 eta: 15:23:40 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 9.8587 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4653 loss: 2.4653 2022/06/26 23:37:12 - mmengine - INFO - Epoch(train) [124][3200/3757] lr: 2.277e-03 eta: 15:23:34 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 8.1169 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2090 loss: 2.2090 2022/06/26 23:37:17 - mmengine - INFO - Epoch(train) [124][3220/3757] lr: 2.277e-03 eta: 15:23:29 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 9.8308 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1422 loss: 2.1422 2022/06/26 23:37:23 - mmengine - INFO - Epoch(train) [124][3240/3757] lr: 2.277e-03 eta: 15:23:24 time: 0.260 data_time: 0.020 memory: 5036 grad_norm: 8.8309 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9395 loss: 1.9395 2022/06/26 23:37:28 - mmengine - INFO - Epoch(train) [124][3260/3757] lr: 2.277e-03 eta: 15:23:19 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 10.2843 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2089 loss: 2.2089 2022/06/26 23:37:33 - mmengine - INFO - Epoch(train) [124][3280/3757] lr: 2.277e-03 eta: 15:23:13 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 9.0140 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0813 loss: 2.0813 2022/06/26 23:37:38 - mmengine - INFO - Epoch(train) [124][3300/3757] lr: 2.277e-03 eta: 15:23:08 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 8.9524 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5844 loss: 1.5844 2022/06/26 23:37:44 - mmengine - INFO - Epoch(train) [124][3320/3757] lr: 2.277e-03 eta: 15:23:03 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 10.2468 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.0542 loss: 2.0542 2022/06/26 23:37:49 - mmengine - INFO - Epoch(train) [124][3340/3757] lr: 2.277e-03 eta: 15:22:58 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 9.3806 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.3742 loss: 2.3742 2022/06/26 23:37:54 - mmengine - INFO - Epoch(train) [124][3360/3757] lr: 2.277e-03 eta: 15:22:52 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 8.7442 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.6450 loss: 1.6450 2022/06/26 23:37:59 - mmengine - INFO - Epoch(train) [124][3380/3757] lr: 2.277e-03 eta: 15:22:47 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 10.0358 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7367 loss: 1.7367 2022/06/26 23:38:05 - mmengine - INFO - Epoch(train) [124][3400/3757] lr: 2.277e-03 eta: 15:22:42 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 9.2816 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.4132 loss: 2.4132 2022/06/26 23:38:10 - mmengine - INFO - Epoch(train) [124][3420/3757] lr: 2.277e-03 eta: 15:22:36 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 9.5483 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.1223 loss: 2.1223 2022/06/26 23:38:15 - mmengine - INFO - Epoch(train) [124][3440/3757] lr: 2.277e-03 eta: 15:22:31 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 9.9286 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.5157 loss: 2.5157 2022/06/26 23:38:20 - mmengine - INFO - Epoch(train) [124][3460/3757] lr: 2.277e-03 eta: 15:22:26 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 9.0515 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.9458 loss: 1.9458 2022/06/26 23:38:25 - mmengine - INFO - Epoch(train) [124][3480/3757] lr: 2.277e-03 eta: 15:22:21 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 8.6484 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1222 loss: 2.1222 2022/06/26 23:38:31 - mmengine - INFO - Epoch(train) [124][3500/3757] lr: 2.277e-03 eta: 15:22:15 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 9.5842 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1802 loss: 2.1802 2022/06/26 23:38:36 - mmengine - INFO - Epoch(train) [124][3520/3757] lr: 2.277e-03 eta: 15:22:10 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 9.3935 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2427 loss: 2.2427 2022/06/26 23:38:41 - mmengine - INFO - Epoch(train) [124][3540/3757] lr: 2.277e-03 eta: 15:22:05 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 9.3637 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1313 loss: 2.1313 2022/06/26 23:38:46 - mmengine - INFO - Epoch(train) [124][3560/3757] lr: 2.277e-03 eta: 15:21:59 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 9.6283 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.2036 loss: 2.2036 2022/06/26 23:38:52 - mmengine - INFO - Epoch(train) [124][3580/3757] lr: 2.277e-03 eta: 15:21:54 time: 0.262 data_time: 0.009 memory: 5036 grad_norm: 9.2090 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.1503 loss: 2.1503 2022/06/26 23:38:57 - mmengine - INFO - Epoch(train) [124][3600/3757] lr: 2.277e-03 eta: 15:21:49 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 8.4898 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9774 loss: 1.9774 2022/06/26 23:39:02 - mmengine - INFO - Epoch(train) [124][3620/3757] lr: 2.277e-03 eta: 15:21:44 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 9.5487 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0179 loss: 2.0179 2022/06/26 23:39:07 - mmengine - INFO - Epoch(train) [124][3640/3757] lr: 2.277e-03 eta: 15:21:38 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 8.8917 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.4949 loss: 2.4949 2022/06/26 23:39:13 - mmengine - INFO - Epoch(train) [124][3660/3757] lr: 2.277e-03 eta: 15:21:33 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 11.2204 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.0315 loss: 2.0315 2022/06/26 23:39:18 - mmengine - INFO - Epoch(train) [124][3680/3757] lr: 2.277e-03 eta: 15:21:28 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 9.1873 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7999 loss: 1.7999 2022/06/26 23:39:23 - mmengine - INFO - Epoch(train) [124][3700/3757] lr: 2.277e-03 eta: 15:21:23 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 10.5530 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5869 loss: 1.5869 2022/06/26 23:39:29 - mmengine - INFO - Epoch(train) [124][3720/3757] lr: 2.277e-03 eta: 15:21:17 time: 0.580 data_time: 0.010 memory: 5036 grad_norm: 8.7954 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.0804 loss: 2.0804 2022/06/26 23:39:34 - mmengine - INFO - Epoch(train) [124][3740/3757] lr: 2.277e-03 eta: 15:21:12 time: 0.243 data_time: 0.006 memory: 5036 grad_norm: 9.8905 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.1031 loss: 2.1031 2022/06/26 23:39:38 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 23:39:38 - mmengine - INFO - Saving checkpoint at 124 epochs 2022/06/26 23:39:51 - mmengine - INFO - Epoch(val) [124][20/310] eta: 0:01:47 time: 0.103 data_time: 0.001 memory: 5036 2022/06/26 23:39:56 - mmengine - INFO - Epoch(val) [124][40/310] eta: 0:01:43 time: 0.108 data_time: 0.001 memory: 1723 2022/06/26 23:40:01 - mmengine - INFO - Epoch(val) [124][60/310] eta: 0:00:26 time: 0.110 data_time: 0.005 memory: 1723 2022/06/26 23:40:06 - mmengine - INFO - Epoch(val) [124][80/310] eta: 0:00:24 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 23:40:12 - mmengine - INFO - Epoch(val) [124][100/310] eta: 0:01:00 time: 0.104 data_time: 0.001 memory: 1723 2022/06/26 23:40:17 - mmengine - INFO - Epoch(val) [124][120/310] eta: 0:01:10 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 23:40:22 - mmengine - INFO - Epoch(val) [124][140/310] eta: 0:00:18 time: 0.106 data_time: 0.005 memory: 1723 2022/06/26 23:40:26 - mmengine - INFO - Epoch(val) [124][160/310] eta: 0:00:15 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 23:40:33 - mmengine - INFO - Epoch(val) [124][180/310] eta: 0:00:44 time: 0.148 data_time: 0.051 memory: 1723 2022/06/26 23:40:38 - mmengine - INFO - Epoch(val) [124][200/310] eta: 0:00:40 time: 0.109 data_time: 0.002 memory: 1723 2022/06/26 23:40:43 - mmengine - INFO - Epoch(val) [124][220/310] eta: 0:00:15 time: 0.112 data_time: 0.005 memory: 1723 2022/06/26 23:40:47 - mmengine - INFO - Epoch(val) [124][240/310] eta: 0:00:07 time: 0.108 data_time: 0.001 memory: 1723 2022/06/26 23:40:55 - mmengine - INFO - Epoch(val) [124][260/310] eta: 0:00:18 time: 0.104 data_time: 0.002 memory: 1723 2022/06/26 23:40:58 - mmengine - INFO - Epoch(val) [124][280/310] eta: 0:00:07 time: 0.122 data_time: 0.002 memory: 1723 2022/06/26 23:41:01 - mmengine - INFO - Epoch(val) [124][300/310] eta: 0:00:01 time: 0.102 data_time: 0.001 memory: 1723 2022/06/26 23:41:03 - mmengine - INFO - Epoch(val) [124][310/310] acc/top1: 0.5730 acc/top5: 0.8020 acc/mean1: 0.5729 2022/06/26 23:41:12 - mmengine - INFO - Epoch(train) [125][20/3757] lr: 2.204e-03 eta: 15:21:03 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 9.2946 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.8226 loss: 1.8226 2022/06/26 23:41:18 - mmengine - INFO - Epoch(train) [125][40/3757] lr: 2.204e-03 eta: 15:20:58 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 8.9093 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9984 loss: 1.9984 2022/06/26 23:41:23 - mmengine - INFO - Epoch(train) [125][60/3757] lr: 2.204e-03 eta: 15:20:53 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 8.3024 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8873 loss: 1.8873 2022/06/26 23:41:28 - mmengine - INFO - Epoch(train) [125][80/3757] lr: 2.204e-03 eta: 15:20:48 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 10.1325 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0518 loss: 2.0518 2022/06/26 23:41:34 - mmengine - INFO - Epoch(train) [125][100/3757] lr: 2.204e-03 eta: 15:20:43 time: 0.264 data_time: 0.024 memory: 5036 grad_norm: 10.1195 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.1136 loss: 2.1136 2022/06/26 23:41:39 - mmengine - INFO - Epoch(train) [125][120/3757] lr: 2.204e-03 eta: 15:20:37 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 10.6084 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8331 loss: 1.8331 2022/06/26 23:41:43 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 23:41:45 - mmengine - INFO - Epoch(train) [125][140/3757] lr: 2.204e-03 eta: 15:20:32 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 8.2003 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8638 loss: 1.8638 2022/06/26 23:41:50 - mmengine - INFO - Epoch(train) [125][160/3757] lr: 2.204e-03 eta: 15:20:27 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 9.2477 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2034 loss: 2.2034 2022/06/26 23:41:55 - mmengine - INFO - Epoch(train) [125][180/3757] lr: 2.204e-03 eta: 15:20:22 time: 0.272 data_time: 0.031 memory: 5036 grad_norm: 10.7728 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2955 loss: 2.2955 2022/06/26 23:42:01 - mmengine - INFO - Epoch(train) [125][200/3757] lr: 2.204e-03 eta: 15:20:16 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 7.8230 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0504 loss: 2.0504 2022/06/26 23:42:06 - mmengine - INFO - Epoch(train) [125][220/3757] lr: 2.204e-03 eta: 15:20:11 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 8.4402 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9491 loss: 1.9491 2022/06/26 23:42:11 - mmengine - INFO - Epoch(train) [125][240/3757] lr: 2.204e-03 eta: 15:20:06 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 8.8758 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0880 loss: 2.0880 2022/06/26 23:42:16 - mmengine - INFO - Epoch(train) [125][260/3757] lr: 2.204e-03 eta: 15:20:01 time: 0.280 data_time: 0.019 memory: 5036 grad_norm: 9.0650 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.5190 loss: 1.5190 2022/06/26 23:42:22 - mmengine - INFO - Epoch(train) [125][280/3757] lr: 2.204e-03 eta: 15:19:55 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 10.1941 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.7483 loss: 1.7483 2022/06/26 23:42:27 - mmengine - INFO - Epoch(train) [125][300/3757] lr: 2.204e-03 eta: 15:19:50 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 10.1703 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.4726 loss: 1.4726 2022/06/26 23:42:32 - mmengine - INFO - Epoch(train) [125][320/3757] lr: 2.204e-03 eta: 15:19:45 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 7.9438 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.9572 loss: 1.9572 2022/06/26 23:42:37 - mmengine - INFO - Epoch(train) [125][340/3757] lr: 2.204e-03 eta: 15:19:40 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 7.8407 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4672 loss: 1.4672 2022/06/26 23:42:43 - mmengine - INFO - Epoch(train) [125][360/3757] lr: 2.204e-03 eta: 15:19:35 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 7.1089 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7023 loss: 1.7023 2022/06/26 23:42:48 - mmengine - INFO - Epoch(train) [125][380/3757] lr: 2.204e-03 eta: 15:19:29 time: 0.253 data_time: 0.012 memory: 5036 grad_norm: 7.6146 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7373 loss: 1.7373 2022/06/26 23:42:54 - mmengine - INFO - Epoch(train) [125][400/3757] lr: 2.204e-03 eta: 15:19:24 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 10.4403 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.1537 loss: 2.1537 2022/06/26 23:42:59 - mmengine - INFO - Epoch(train) [125][420/3757] lr: 2.204e-03 eta: 15:19:19 time: 0.264 data_time: 0.005 memory: 5036 grad_norm: 7.3819 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9739 loss: 1.9739 2022/06/26 23:43:04 - mmengine - INFO - Epoch(train) [125][440/3757] lr: 2.204e-03 eta: 15:19:14 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 7.9808 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3617 loss: 2.3617 2022/06/26 23:43:09 - mmengine - INFO - Epoch(train) [125][460/3757] lr: 2.204e-03 eta: 15:19:08 time: 0.263 data_time: 0.008 memory: 5036 grad_norm: 9.6301 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.5565 loss: 1.5565 2022/06/26 23:43:15 - mmengine - INFO - Epoch(train) [125][480/3757] lr: 2.204e-03 eta: 15:19:03 time: 0.264 data_time: 0.007 memory: 5036 grad_norm: 9.2059 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.4224 loss: 2.4224 2022/06/26 23:43:20 - mmengine - INFO - Epoch(train) [125][500/3757] lr: 2.204e-03 eta: 15:18:58 time: 0.271 data_time: 0.006 memory: 5036 grad_norm: 11.1521 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.5987 loss: 2.5987 2022/06/26 23:43:25 - mmengine - INFO - Epoch(train) [125][520/3757] lr: 2.204e-03 eta: 15:18:52 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 8.4817 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.2817 loss: 2.2817 2022/06/26 23:43:30 - mmengine - INFO - Epoch(train) [125][540/3757] lr: 2.204e-03 eta: 15:18:47 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 8.5146 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.1414 loss: 2.1414 2022/06/26 23:43:35 - mmengine - INFO - Epoch(train) [125][560/3757] lr: 2.204e-03 eta: 15:18:42 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 9.2028 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9130 loss: 1.9130 2022/06/26 23:43:41 - mmengine - INFO - Epoch(train) [125][580/3757] lr: 2.204e-03 eta: 15:18:37 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 9.3289 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.8867 loss: 1.8867 2022/06/26 23:43:46 - mmengine - INFO - Epoch(train) [125][600/3757] lr: 2.204e-03 eta: 15:18:31 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 8.8389 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2786 loss: 2.2786 2022/06/26 23:43:51 - mmengine - INFO - Epoch(train) [125][620/3757] lr: 2.204e-03 eta: 15:18:26 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 8.8268 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.8653 loss: 1.8653 2022/06/26 23:43:56 - mmengine - INFO - Epoch(train) [125][640/3757] lr: 2.204e-03 eta: 15:18:21 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 9.7140 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4234 loss: 2.4234 2022/06/26 23:44:01 - mmengine - INFO - Epoch(train) [125][660/3757] lr: 2.204e-03 eta: 15:18:15 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 8.9813 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1566 loss: 2.1566 2022/06/26 23:44:07 - mmengine - INFO - Epoch(train) [125][680/3757] lr: 2.204e-03 eta: 15:18:10 time: 0.259 data_time: 0.009 memory: 5036 grad_norm: 8.9604 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4331 loss: 2.4331 2022/06/26 23:44:12 - mmengine - INFO - Epoch(train) [125][700/3757] lr: 2.204e-03 eta: 15:18:05 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 10.1163 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2489 loss: 2.2489 2022/06/26 23:44:17 - mmengine - INFO - Epoch(train) [125][720/3757] lr: 2.204e-03 eta: 15:18:00 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 7.5757 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.6179 loss: 1.6179 2022/06/26 23:44:23 - mmengine - INFO - Epoch(train) [125][740/3757] lr: 2.204e-03 eta: 15:17:55 time: 0.265 data_time: 0.017 memory: 5036 grad_norm: 8.3341 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.2471 loss: 2.2471 2022/06/26 23:44:28 - mmengine - INFO - Epoch(train) [125][760/3757] lr: 2.204e-03 eta: 15:17:49 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 7.7814 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5491 loss: 2.5491 2022/06/26 23:44:33 - mmengine - INFO - Epoch(train) [125][780/3757] lr: 2.204e-03 eta: 15:17:44 time: 0.380 data_time: 0.007 memory: 5036 grad_norm: 9.8730 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2923 loss: 2.2923 2022/06/26 23:44:39 - mmengine - INFO - Epoch(train) [125][800/3757] lr: 2.204e-03 eta: 15:17:39 time: 0.265 data_time: 0.012 memory: 5036 grad_norm: 7.2147 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.2932 loss: 2.2932 2022/06/26 23:44:44 - mmengine - INFO - Epoch(train) [125][820/3757] lr: 2.204e-03 eta: 15:17:33 time: 0.265 data_time: 0.008 memory: 5036 grad_norm: 8.8508 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.8598 loss: 1.8598 2022/06/26 23:44:49 - mmengine - INFO - Epoch(train) [125][840/3757] lr: 2.204e-03 eta: 15:17:28 time: 0.260 data_time: 0.010 memory: 5036 grad_norm: 9.2418 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.0064 loss: 2.0064 2022/06/26 23:44:54 - mmengine - INFO - Epoch(train) [125][860/3757] lr: 2.204e-03 eta: 15:17:23 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 9.7759 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.2661 loss: 2.2661 2022/06/26 23:45:00 - mmengine - INFO - Epoch(train) [125][880/3757] lr: 2.204e-03 eta: 15:17:18 time: 0.272 data_time: 0.006 memory: 5036 grad_norm: 9.7288 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.0650 loss: 2.0650 2022/06/26 23:45:05 - mmengine - INFO - Epoch(train) [125][900/3757] lr: 2.204e-03 eta: 15:17:12 time: 0.270 data_time: 0.008 memory: 5036 grad_norm: 9.4713 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.8380 loss: 1.8380 2022/06/26 23:45:10 - mmengine - INFO - Epoch(train) [125][920/3757] lr: 2.204e-03 eta: 15:17:07 time: 0.263 data_time: 0.012 memory: 5036 grad_norm: 9.8971 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9210 loss: 1.9210 2022/06/26 23:45:15 - mmengine - INFO - Epoch(train) [125][940/3757] lr: 2.204e-03 eta: 15:17:02 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 8.2637 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.5968 loss: 1.5968 2022/06/26 23:45:21 - mmengine - INFO - Epoch(train) [125][960/3757] lr: 2.204e-03 eta: 15:16:57 time: 0.264 data_time: 0.006 memory: 5036 grad_norm: 10.7132 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.7881 loss: 1.7881 2022/06/26 23:45:26 - mmengine - INFO - Epoch(train) [125][980/3757] lr: 2.204e-03 eta: 15:16:51 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 10.7179 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1276 loss: 2.1276 2022/06/26 23:45:31 - mmengine - INFO - Epoch(train) [125][1000/3757] lr: 2.204e-03 eta: 15:16:46 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 10.3345 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8885 loss: 1.8885 2022/06/26 23:45:36 - mmengine - INFO - Epoch(train) [125][1020/3757] lr: 2.204e-03 eta: 15:16:41 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 8.4315 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5814 loss: 1.5814 2022/06/26 23:45:42 - mmengine - INFO - Epoch(train) [125][1040/3757] lr: 2.204e-03 eta: 15:16:36 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 9.1383 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0413 loss: 2.0413 2022/06/26 23:45:47 - mmengine - INFO - Epoch(train) [125][1060/3757] lr: 2.204e-03 eta: 15:16:31 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 8.9396 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.8568 loss: 1.8568 2022/06/26 23:45:53 - mmengine - INFO - Epoch(train) [125][1080/3757] lr: 2.204e-03 eta: 15:16:25 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 8.5454 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1894 loss: 2.1894 2022/06/26 23:45:58 - mmengine - INFO - Epoch(train) [125][1100/3757] lr: 2.204e-03 eta: 15:16:20 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 9.9341 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.7653 loss: 1.7653 2022/06/26 23:46:03 - mmengine - INFO - Epoch(train) [125][1120/3757] lr: 2.204e-03 eta: 15:16:15 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 8.7372 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.0750 loss: 2.0750 2022/06/26 23:46:06 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 23:46:08 - mmengine - INFO - Epoch(train) [125][1140/3757] lr: 2.204e-03 eta: 15:16:09 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 9.5636 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4979 loss: 1.4979 2022/06/26 23:46:14 - mmengine - INFO - Epoch(train) [125][1160/3757] lr: 2.204e-03 eta: 15:16:04 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 8.8729 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0575 loss: 2.0575 2022/06/26 23:46:19 - mmengine - INFO - Epoch(train) [125][1180/3757] lr: 2.204e-03 eta: 15:15:59 time: 0.280 data_time: 0.003 memory: 5036 grad_norm: 10.1012 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.2004 loss: 2.2004 2022/06/26 23:46:24 - mmengine - INFO - Epoch(train) [125][1200/3757] lr: 2.204e-03 eta: 15:15:54 time: 0.252 data_time: 0.010 memory: 5036 grad_norm: 9.0183 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.8620 loss: 1.8620 2022/06/26 23:46:29 - mmengine - INFO - Epoch(train) [125][1220/3757] lr: 2.204e-03 eta: 15:15:48 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 9.4252 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.9297 loss: 1.9297 2022/06/26 23:46:35 - mmengine - INFO - Epoch(train) [125][1240/3757] lr: 2.204e-03 eta: 15:15:43 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 7.9582 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.8774 loss: 1.8774 2022/06/26 23:46:40 - mmengine - INFO - Epoch(train) [125][1260/3757] lr: 2.204e-03 eta: 15:15:38 time: 0.257 data_time: 0.010 memory: 5036 grad_norm: 9.1968 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7771 loss: 1.7771 2022/06/26 23:46:45 - mmengine - INFO - Epoch(train) [125][1280/3757] lr: 2.204e-03 eta: 15:15:33 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 8.1231 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0379 loss: 2.0379 2022/06/26 23:46:51 - mmengine - INFO - Epoch(train) [125][1300/3757] lr: 2.204e-03 eta: 15:15:28 time: 0.253 data_time: 0.010 memory: 5036 grad_norm: 9.0043 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.9502 loss: 1.9502 2022/06/26 23:46:56 - mmengine - INFO - Epoch(train) [125][1320/3757] lr: 2.204e-03 eta: 15:15:22 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 9.4979 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9511 loss: 1.9511 2022/06/26 23:47:01 - mmengine - INFO - Epoch(train) [125][1340/3757] lr: 2.204e-03 eta: 15:15:17 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.4192 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2093 loss: 2.2093 2022/06/26 23:47:07 - mmengine - INFO - Epoch(train) [125][1360/3757] lr: 2.204e-03 eta: 15:15:12 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 9.8410 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1429 loss: 2.1429 2022/06/26 23:47:12 - mmengine - INFO - Epoch(train) [125][1380/3757] lr: 2.204e-03 eta: 15:15:06 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 9.9952 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.7682 loss: 1.7682 2022/06/26 23:47:17 - mmengine - INFO - Epoch(train) [125][1400/3757] lr: 2.204e-03 eta: 15:15:01 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 11.1147 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7008 loss: 1.7008 2022/06/26 23:47:22 - mmengine - INFO - Epoch(train) [125][1420/3757] lr: 2.204e-03 eta: 15:14:56 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 8.3719 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9151 loss: 1.9151 2022/06/26 23:47:28 - mmengine - INFO - Epoch(train) [125][1440/3757] lr: 2.204e-03 eta: 15:14:51 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 8.7204 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.1705 loss: 2.1705 2022/06/26 23:47:33 - mmengine - INFO - Epoch(train) [125][1460/3757] lr: 2.204e-03 eta: 15:14:45 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 8.7120 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.1489 loss: 2.1489 2022/06/26 23:47:38 - mmengine - INFO - Epoch(train) [125][1480/3757] lr: 2.204e-03 eta: 15:14:40 time: 0.258 data_time: 0.016 memory: 5036 grad_norm: 8.5227 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.0363 loss: 2.0363 2022/06/26 23:47:44 - mmengine - INFO - Epoch(train) [125][1500/3757] lr: 2.204e-03 eta: 15:14:35 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 10.5470 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4020 loss: 2.4020 2022/06/26 23:47:49 - mmengine - INFO - Epoch(train) [125][1520/3757] lr: 2.204e-03 eta: 15:14:30 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 9.6728 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8474 loss: 1.8474 2022/06/26 23:47:54 - mmengine - INFO - Epoch(train) [125][1540/3757] lr: 2.204e-03 eta: 15:14:25 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 9.8423 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9836 loss: 1.9836 2022/06/26 23:48:00 - mmengine - INFO - Epoch(train) [125][1560/3757] lr: 2.204e-03 eta: 15:14:19 time: 0.251 data_time: 0.008 memory: 5036 grad_norm: 8.8711 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.9708 loss: 1.9708 2022/06/26 23:48:05 - mmengine - INFO - Epoch(train) [125][1580/3757] lr: 2.204e-03 eta: 15:14:14 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 9.0819 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.9387 loss: 1.9387 2022/06/26 23:48:11 - mmengine - INFO - Epoch(train) [125][1600/3757] lr: 2.204e-03 eta: 15:14:09 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 8.5976 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0645 loss: 2.0645 2022/06/26 23:48:16 - mmengine - INFO - Epoch(train) [125][1620/3757] lr: 2.204e-03 eta: 15:14:04 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 9.5015 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2990 loss: 2.2990 2022/06/26 23:48:21 - mmengine - INFO - Epoch(train) [125][1640/3757] lr: 2.204e-03 eta: 15:13:59 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 8.4706 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.8335 loss: 1.8335 2022/06/26 23:48:26 - mmengine - INFO - Epoch(train) [125][1660/3757] lr: 2.204e-03 eta: 15:13:53 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 9.9400 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0058 loss: 2.0058 2022/06/26 23:48:32 - mmengine - INFO - Epoch(train) [125][1680/3757] lr: 2.204e-03 eta: 15:13:48 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 8.7435 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.6194 loss: 1.6194 2022/06/26 23:48:37 - mmengine - INFO - Epoch(train) [125][1700/3757] lr: 2.204e-03 eta: 15:13:43 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 9.2325 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9625 loss: 1.9625 2022/06/26 23:48:42 - mmengine - INFO - Epoch(train) [125][1720/3757] lr: 2.204e-03 eta: 15:13:37 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 9.3950 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.9090 loss: 1.9090 2022/06/26 23:48:47 - mmengine - INFO - Epoch(train) [125][1740/3757] lr: 2.204e-03 eta: 15:13:32 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 9.3365 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7228 loss: 1.7228 2022/06/26 23:48:52 - mmengine - INFO - Epoch(train) [125][1760/3757] lr: 2.204e-03 eta: 15:13:27 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 8.2808 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.6631 loss: 1.6631 2022/06/26 23:48:58 - mmengine - INFO - Epoch(train) [125][1780/3757] lr: 2.204e-03 eta: 15:13:22 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 10.3817 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0222 loss: 2.0222 2022/06/26 23:49:03 - mmengine - INFO - Epoch(train) [125][1800/3757] lr: 2.204e-03 eta: 15:13:16 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 10.5834 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2317 loss: 2.2317 2022/06/26 23:49:08 - mmengine - INFO - Epoch(train) [125][1820/3757] lr: 2.204e-03 eta: 15:13:11 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 11.0689 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.9105 loss: 1.9105 2022/06/26 23:49:14 - mmengine - INFO - Epoch(train) [125][1840/3757] lr: 2.204e-03 eta: 15:13:06 time: 0.259 data_time: 0.012 memory: 5036 grad_norm: 7.7922 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.8489 loss: 1.8489 2022/06/26 23:49:19 - mmengine - INFO - Epoch(train) [125][1860/3757] lr: 2.204e-03 eta: 15:13:00 time: 0.259 data_time: 0.014 memory: 5036 grad_norm: 8.3399 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.6834 loss: 1.6834 2022/06/26 23:49:24 - mmengine - INFO - Epoch(train) [125][1880/3757] lr: 2.204e-03 eta: 15:12:55 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 10.7834 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.8615 loss: 1.8615 2022/06/26 23:49:29 - mmengine - INFO - Epoch(train) [125][1900/3757] lr: 2.204e-03 eta: 15:12:50 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 11.4437 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8457 loss: 1.8457 2022/06/26 23:49:35 - mmengine - INFO - Epoch(train) [125][1920/3757] lr: 2.204e-03 eta: 15:12:45 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 8.8224 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.1547 loss: 2.1547 2022/06/26 23:49:40 - mmengine - INFO - Epoch(train) [125][1940/3757] lr: 2.204e-03 eta: 15:12:40 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 10.2031 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.9701 loss: 1.9701 2022/06/26 23:49:45 - mmengine - INFO - Epoch(train) [125][1960/3757] lr: 2.204e-03 eta: 15:12:34 time: 0.260 data_time: 0.009 memory: 5036 grad_norm: 8.8045 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9845 loss: 1.9845 2022/06/26 23:49:50 - mmengine - INFO - Epoch(train) [125][1980/3757] lr: 2.204e-03 eta: 15:12:29 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 9.8192 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6827 loss: 1.6827 2022/06/26 23:49:56 - mmengine - INFO - Epoch(train) [125][2000/3757] lr: 2.204e-03 eta: 15:12:24 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 11.5498 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.1706 loss: 2.1706 2022/06/26 23:50:01 - mmengine - INFO - Epoch(train) [125][2020/3757] lr: 2.204e-03 eta: 15:12:18 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 9.8518 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9479 loss: 1.9479 2022/06/26 23:50:06 - mmengine - INFO - Epoch(train) [125][2040/3757] lr: 2.204e-03 eta: 15:12:13 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 9.9004 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1477 loss: 2.1477 2022/06/26 23:50:11 - mmengine - INFO - Epoch(train) [125][2060/3757] lr: 2.204e-03 eta: 15:12:08 time: 0.253 data_time: 0.008 memory: 5036 grad_norm: 8.2471 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7510 loss: 1.7510 2022/06/26 23:50:17 - mmengine - INFO - Epoch(train) [125][2080/3757] lr: 2.204e-03 eta: 15:12:03 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 10.7116 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.3342 loss: 2.3342 2022/06/26 23:50:22 - mmengine - INFO - Epoch(train) [125][2100/3757] lr: 2.204e-03 eta: 15:11:57 time: 0.257 data_time: 0.008 memory: 5036 grad_norm: 9.9880 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.2852 loss: 2.2852 2022/06/26 23:50:27 - mmengine - INFO - Epoch(train) [125][2120/3757] lr: 2.204e-03 eta: 15:11:52 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 9.5496 top1_acc: 0.1250 top5_acc: 0.1250 loss_cls: 2.1524 loss: 2.1524 2022/06/26 23:50:30 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 23:50:32 - mmengine - INFO - Epoch(train) [125][2140/3757] lr: 2.204e-03 eta: 15:11:47 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 8.7541 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1844 loss: 2.1844 2022/06/26 23:50:38 - mmengine - INFO - Epoch(train) [125][2160/3757] lr: 2.204e-03 eta: 15:11:42 time: 0.268 data_time: 0.006 memory: 5036 grad_norm: 9.9714 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7084 loss: 1.7084 2022/06/26 23:50:43 - mmengine - INFO - Epoch(train) [125][2180/3757] lr: 2.204e-03 eta: 15:11:36 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 11.2639 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.1332 loss: 2.1332 2022/06/26 23:50:48 - mmengine - INFO - Epoch(train) [125][2200/3757] lr: 2.204e-03 eta: 15:11:31 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 10.4730 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6245 loss: 1.6245 2022/06/26 23:50:53 - mmengine - INFO - Epoch(train) [125][2220/3757] lr: 2.204e-03 eta: 15:11:26 time: 0.257 data_time: 0.010 memory: 5036 grad_norm: 10.3034 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8573 loss: 1.8573 2022/06/26 23:50:59 - mmengine - INFO - Epoch(train) [125][2240/3757] lr: 2.204e-03 eta: 15:11:21 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 10.1764 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7350 loss: 1.7350 2022/06/26 23:51:04 - mmengine - INFO - Epoch(train) [125][2260/3757] lr: 2.204e-03 eta: 15:11:15 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 8.4058 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8128 loss: 1.8128 2022/06/26 23:51:09 - mmengine - INFO - Epoch(train) [125][2280/3757] lr: 2.204e-03 eta: 15:11:10 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 10.7727 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.2014 loss: 2.2014 2022/06/26 23:51:14 - mmengine - INFO - Epoch(train) [125][2300/3757] lr: 2.204e-03 eta: 15:11:05 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.2791 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.8942 loss: 1.8942 2022/06/26 23:51:20 - mmengine - INFO - Epoch(train) [125][2320/3757] lr: 2.204e-03 eta: 15:11:00 time: 0.515 data_time: 0.003 memory: 5036 grad_norm: 9.3277 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.2780 loss: 2.2780 2022/06/26 23:51:25 - mmengine - INFO - Epoch(train) [125][2340/3757] lr: 2.204e-03 eta: 15:10:54 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 9.8311 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1338 loss: 2.1338 2022/06/26 23:51:30 - mmengine - INFO - Epoch(train) [125][2360/3757] lr: 2.204e-03 eta: 15:10:49 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 8.4265 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.8788 loss: 1.8788 2022/06/26 23:51:35 - mmengine - INFO - Epoch(train) [125][2380/3757] lr: 2.204e-03 eta: 15:10:44 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 11.0889 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8243 loss: 1.8243 2022/06/26 23:51:41 - mmengine - INFO - Epoch(train) [125][2400/3757] lr: 2.204e-03 eta: 15:10:38 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 8.5449 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.4042 loss: 2.4042 2022/06/26 23:51:46 - mmengine - INFO - Epoch(train) [125][2420/3757] lr: 2.204e-03 eta: 15:10:33 time: 0.264 data_time: 0.006 memory: 5036 grad_norm: 8.2849 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.7391 loss: 1.7391 2022/06/26 23:51:51 - mmengine - INFO - Epoch(train) [125][2440/3757] lr: 2.204e-03 eta: 15:10:28 time: 0.263 data_time: 0.008 memory: 5036 grad_norm: 9.0663 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0369 loss: 2.0369 2022/06/26 23:51:56 - mmengine - INFO - Epoch(train) [125][2460/3757] lr: 2.204e-03 eta: 15:10:23 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 8.4340 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.2143 loss: 2.2143 2022/06/26 23:52:02 - mmengine - INFO - Epoch(train) [125][2480/3757] lr: 2.204e-03 eta: 15:10:17 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 9.8324 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.3371 loss: 2.3371 2022/06/26 23:52:07 - mmengine - INFO - Epoch(train) [125][2500/3757] lr: 2.204e-03 eta: 15:10:12 time: 0.255 data_time: 0.012 memory: 5036 grad_norm: 9.3059 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.9238 loss: 1.9238 2022/06/26 23:52:12 - mmengine - INFO - Epoch(train) [125][2520/3757] lr: 2.204e-03 eta: 15:10:07 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 7.8379 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9501 loss: 1.9501 2022/06/26 23:52:17 - mmengine - INFO - Epoch(train) [125][2540/3757] lr: 2.204e-03 eta: 15:10:02 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 9.8089 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0633 loss: 2.0633 2022/06/26 23:52:23 - mmengine - INFO - Epoch(train) [125][2560/3757] lr: 2.204e-03 eta: 15:09:56 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 8.7914 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0321 loss: 2.0321 2022/06/26 23:52:28 - mmengine - INFO - Epoch(train) [125][2580/3757] lr: 2.204e-03 eta: 15:09:51 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 9.1037 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7286 loss: 1.7286 2022/06/26 23:52:33 - mmengine - INFO - Epoch(train) [125][2600/3757] lr: 2.204e-03 eta: 15:09:46 time: 0.251 data_time: 0.007 memory: 5036 grad_norm: 9.4032 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.0236 loss: 2.0236 2022/06/26 23:52:39 - mmengine - INFO - Epoch(train) [125][2620/3757] lr: 2.204e-03 eta: 15:09:41 time: 0.259 data_time: 0.009 memory: 5036 grad_norm: 10.7435 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1766 loss: 2.1766 2022/06/26 23:52:44 - mmengine - INFO - Epoch(train) [125][2640/3757] lr: 2.204e-03 eta: 15:09:35 time: 0.264 data_time: 0.007 memory: 5036 grad_norm: 9.4139 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.7201 loss: 1.7201 2022/06/26 23:52:49 - mmengine - INFO - Epoch(train) [125][2660/3757] lr: 2.204e-03 eta: 15:09:30 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 8.7515 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1822 loss: 2.1822 2022/06/26 23:52:54 - mmengine - INFO - Epoch(train) [125][2680/3757] lr: 2.204e-03 eta: 15:09:25 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 8.5240 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.1980 loss: 2.1980 2022/06/26 23:52:59 - mmengine - INFO - Epoch(train) [125][2700/3757] lr: 2.204e-03 eta: 15:09:19 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 7.4438 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.6700 loss: 1.6700 2022/06/26 23:53:05 - mmengine - INFO - Epoch(train) [125][2720/3757] lr: 2.204e-03 eta: 15:09:14 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 9.7545 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.6170 loss: 1.6170 2022/06/26 23:53:10 - mmengine - INFO - Epoch(train) [125][2740/3757] lr: 2.204e-03 eta: 15:09:09 time: 0.285 data_time: 0.004 memory: 5036 grad_norm: 9.9811 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7048 loss: 1.7048 2022/06/26 23:53:15 - mmengine - INFO - Epoch(train) [125][2760/3757] lr: 2.204e-03 eta: 15:09:04 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 9.0955 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3065 loss: 2.3065 2022/06/26 23:53:20 - mmengine - INFO - Epoch(train) [125][2780/3757] lr: 2.204e-03 eta: 15:08:58 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 8.4589 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9494 loss: 1.9494 2022/06/26 23:53:25 - mmengine - INFO - Epoch(train) [125][2800/3757] lr: 2.204e-03 eta: 15:08:53 time: 0.268 data_time: 0.003 memory: 5036 grad_norm: 10.4479 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.0849 loss: 2.0849 2022/06/26 23:53:31 - mmengine - INFO - Epoch(train) [125][2820/3757] lr: 2.204e-03 eta: 15:08:48 time: 0.259 data_time: 0.017 memory: 5036 grad_norm: 10.5368 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9933 loss: 1.9933 2022/06/26 23:53:36 - mmengine - INFO - Epoch(train) [125][2840/3757] lr: 2.204e-03 eta: 15:08:43 time: 0.251 data_time: 0.009 memory: 5036 grad_norm: 8.5999 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1270 loss: 2.1270 2022/06/26 23:53:41 - mmengine - INFO - Epoch(train) [125][2860/3757] lr: 2.204e-03 eta: 15:08:37 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 9.3571 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 2.0139 loss: 2.0139 2022/06/26 23:53:46 - mmengine - INFO - Epoch(train) [125][2880/3757] lr: 2.204e-03 eta: 15:08:32 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 9.1907 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2531 loss: 2.2531 2022/06/26 23:53:52 - mmengine - INFO - Epoch(train) [125][2900/3757] lr: 2.204e-03 eta: 15:08:27 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 9.0762 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1225 loss: 2.1225 2022/06/26 23:53:57 - mmengine - INFO - Epoch(train) [125][2920/3757] lr: 2.204e-03 eta: 15:08:21 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 10.2791 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.3017 loss: 2.3017 2022/06/26 23:54:02 - mmengine - INFO - Epoch(train) [125][2940/3757] lr: 2.204e-03 eta: 15:08:16 time: 0.259 data_time: 0.011 memory: 5036 grad_norm: 9.6161 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8160 loss: 1.8160 2022/06/26 23:54:08 - mmengine - INFO - Epoch(train) [125][2960/3757] lr: 2.204e-03 eta: 15:08:11 time: 0.270 data_time: 0.011 memory: 5036 grad_norm: 10.8208 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.0961 loss: 2.0961 2022/06/26 23:54:13 - mmengine - INFO - Epoch(train) [125][2980/3757] lr: 2.204e-03 eta: 15:08:06 time: 0.269 data_time: 0.003 memory: 5036 grad_norm: 8.9854 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2430 loss: 2.2430 2022/06/26 23:54:18 - mmengine - INFO - Epoch(train) [125][3000/3757] lr: 2.204e-03 eta: 15:08:00 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 8.6523 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0246 loss: 2.0246 2022/06/26 23:54:23 - mmengine - INFO - Epoch(train) [125][3020/3757] lr: 2.204e-03 eta: 15:07:55 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 9.7132 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8886 loss: 1.8886 2022/06/26 23:54:28 - mmengine - INFO - Epoch(train) [125][3040/3757] lr: 2.204e-03 eta: 15:07:50 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 11.3936 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9757 loss: 1.9757 2022/06/26 23:54:34 - mmengine - INFO - Epoch(train) [125][3060/3757] lr: 2.204e-03 eta: 15:07:45 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 10.2526 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.3726 loss: 2.3726 2022/06/26 23:54:39 - mmengine - INFO - Epoch(train) [125][3080/3757] lr: 2.204e-03 eta: 15:07:39 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 10.2150 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0200 loss: 2.0200 2022/06/26 23:54:45 - mmengine - INFO - Epoch(train) [125][3100/3757] lr: 2.204e-03 eta: 15:07:34 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.2550 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9522 loss: 1.9522 2022/06/26 23:54:50 - mmengine - INFO - Epoch(train) [125][3120/3757] lr: 2.204e-03 eta: 15:07:29 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 10.6755 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.4457 loss: 2.4457 2022/06/26 23:54:53 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 23:54:55 - mmengine - INFO - Epoch(train) [125][3140/3757] lr: 2.204e-03 eta: 15:07:24 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 8.4264 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.1740 loss: 2.1740 2022/06/26 23:55:00 - mmengine - INFO - Epoch(train) [125][3160/3757] lr: 2.204e-03 eta: 15:07:18 time: 0.268 data_time: 0.009 memory: 5036 grad_norm: 7.4304 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7462 loss: 1.7462 2022/06/26 23:55:05 - mmengine - INFO - Epoch(train) [125][3180/3757] lr: 2.204e-03 eta: 15:07:13 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 11.0712 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3403 loss: 2.3403 2022/06/26 23:55:11 - mmengine - INFO - Epoch(train) [125][3200/3757] lr: 2.204e-03 eta: 15:07:08 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 11.1323 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3155 loss: 2.3155 2022/06/26 23:55:16 - mmengine - INFO - Epoch(train) [125][3220/3757] lr: 2.204e-03 eta: 15:07:03 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 9.9588 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.9896 loss: 1.9896 2022/06/26 23:55:21 - mmengine - INFO - Epoch(train) [125][3240/3757] lr: 2.204e-03 eta: 15:06:57 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 10.0606 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4226 loss: 2.4226 2022/06/26 23:55:26 - mmengine - INFO - Epoch(train) [125][3260/3757] lr: 2.204e-03 eta: 15:06:52 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 9.6625 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.8311 loss: 1.8311 2022/06/26 23:55:32 - mmengine - INFO - Epoch(train) [125][3280/3757] lr: 2.204e-03 eta: 15:06:47 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 10.1766 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1790 loss: 2.1790 2022/06/26 23:55:37 - mmengine - INFO - Epoch(train) [125][3300/3757] lr: 2.204e-03 eta: 15:06:42 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 10.4800 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0095 loss: 2.0095 2022/06/26 23:55:42 - mmengine - INFO - Epoch(train) [125][3320/3757] lr: 2.204e-03 eta: 15:06:36 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 10.3419 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2015 loss: 2.2015 2022/06/26 23:55:48 - mmengine - INFO - Epoch(train) [125][3340/3757] lr: 2.204e-03 eta: 15:06:31 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 9.7474 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2314 loss: 2.2314 2022/06/26 23:55:53 - mmengine - INFO - Epoch(train) [125][3360/3757] lr: 2.204e-03 eta: 15:06:26 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 7.9585 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7424 loss: 1.7424 2022/06/26 23:55:58 - mmengine - INFO - Epoch(train) [125][3380/3757] lr: 2.204e-03 eta: 15:06:21 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 9.4409 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.7743 loss: 1.7743 2022/06/26 23:56:04 - mmengine - INFO - Epoch(train) [125][3400/3757] lr: 2.204e-03 eta: 15:06:15 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 9.0035 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1515 loss: 2.1515 2022/06/26 23:56:09 - mmengine - INFO - Epoch(train) [125][3420/3757] lr: 2.204e-03 eta: 15:06:10 time: 0.257 data_time: 0.008 memory: 5036 grad_norm: 9.3074 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3587 loss: 2.3587 2022/06/26 23:56:14 - mmengine - INFO - Epoch(train) [125][3440/3757] lr: 2.204e-03 eta: 15:06:05 time: 0.268 data_time: 0.003 memory: 5036 grad_norm: 8.6858 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3406 loss: 2.3406 2022/06/26 23:56:19 - mmengine - INFO - Epoch(train) [125][3460/3757] lr: 2.204e-03 eta: 15:06:00 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 8.5008 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2560 loss: 2.2560 2022/06/26 23:56:25 - mmengine - INFO - Epoch(train) [125][3480/3757] lr: 2.204e-03 eta: 15:05:54 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 10.3908 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.0477 loss: 2.0477 2022/06/26 23:56:31 - mmengine - INFO - Epoch(train) [125][3500/3757] lr: 2.204e-03 eta: 15:05:49 time: 0.639 data_time: 0.017 memory: 5036 grad_norm: 9.1288 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.9658 loss: 1.9658 2022/06/26 23:56:36 - mmengine - INFO - Epoch(train) [125][3520/3757] lr: 2.204e-03 eta: 15:05:44 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 9.1437 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7784 loss: 1.7784 2022/06/26 23:56:41 - mmengine - INFO - Epoch(train) [125][3540/3757] lr: 2.204e-03 eta: 15:05:39 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 8.6125 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2402 loss: 2.2402 2022/06/26 23:56:46 - mmengine - INFO - Epoch(train) [125][3560/3757] lr: 2.204e-03 eta: 15:05:33 time: 0.252 data_time: 0.010 memory: 5036 grad_norm: 9.5402 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.8551 loss: 1.8551 2022/06/26 23:56:51 - mmengine - INFO - Epoch(train) [125][3580/3757] lr: 2.204e-03 eta: 15:05:28 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 9.1799 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9771 loss: 1.9771 2022/06/26 23:56:57 - mmengine - INFO - Epoch(train) [125][3600/3757] lr: 2.204e-03 eta: 15:05:23 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 9.5373 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.0765 loss: 2.0765 2022/06/26 23:57:02 - mmengine - INFO - Epoch(train) [125][3620/3757] lr: 2.204e-03 eta: 15:05:18 time: 0.270 data_time: 0.007 memory: 5036 grad_norm: 8.3103 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2111 loss: 2.2111 2022/06/26 23:57:07 - mmengine - INFO - Epoch(train) [125][3640/3757] lr: 2.204e-03 eta: 15:05:12 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 9.0841 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2051 loss: 2.2051 2022/06/26 23:57:12 - mmengine - INFO - Epoch(train) [125][3660/3757] lr: 2.204e-03 eta: 15:05:07 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 9.2001 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1892 loss: 2.1892 2022/06/26 23:57:17 - mmengine - INFO - Epoch(train) [125][3680/3757] lr: 2.204e-03 eta: 15:05:02 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 10.0152 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.7936 loss: 2.7936 2022/06/26 23:57:23 - mmengine - INFO - Epoch(train) [125][3700/3757] lr: 2.204e-03 eta: 15:04:57 time: 0.268 data_time: 0.003 memory: 5036 grad_norm: 9.3185 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2483 loss: 2.2483 2022/06/26 23:57:28 - mmengine - INFO - Epoch(train) [125][3720/3757] lr: 2.204e-03 eta: 15:04:51 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 10.0814 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2144 loss: 2.2144 2022/06/26 23:57:33 - mmengine - INFO - Epoch(train) [125][3740/3757] lr: 2.204e-03 eta: 15:04:46 time: 0.241 data_time: 0.003 memory: 5036 grad_norm: 7.9661 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0967 loss: 2.0967 2022/06/26 23:57:37 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/26 23:57:37 - mmengine - INFO - Saving checkpoint at 125 epochs 2022/06/26 23:57:50 - mmengine - INFO - Epoch(val) [125][20/310] eta: 0:01:42 time: 0.108 data_time: 0.001 memory: 5036 2022/06/26 23:57:55 - mmengine - INFO - Epoch(val) [125][40/310] eta: 0:01:34 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 23:58:00 - mmengine - INFO - Epoch(val) [125][60/310] eta: 0:00:26 time: 0.105 data_time: 0.002 memory: 1723 2022/06/26 23:58:04 - mmengine - INFO - Epoch(val) [125][80/310] eta: 0:00:24 time: 0.111 data_time: 0.008 memory: 1723 2022/06/26 23:58:11 - mmengine - INFO - Epoch(val) [125][100/310] eta: 0:01:13 time: 0.103 data_time: 0.002 memory: 1723 2022/06/26 23:58:16 - mmengine - INFO - Epoch(val) [125][120/310] eta: 0:01:08 time: 0.106 data_time: 0.005 memory: 1723 2022/06/26 23:58:20 - mmengine - INFO - Epoch(val) [125][140/310] eta: 0:00:18 time: 0.103 data_time: 0.002 memory: 1723 2022/06/26 23:58:25 - mmengine - INFO - Epoch(val) [125][160/310] eta: 0:00:15 time: 0.108 data_time: 0.001 memory: 1723 2022/06/26 23:58:33 - mmengine - INFO - Epoch(val) [125][180/310] eta: 0:00:51 time: 0.105 data_time: 0.001 memory: 1723 2022/06/26 23:58:37 - mmengine - INFO - Epoch(val) [125][200/310] eta: 0:00:40 time: 0.104 data_time: 0.002 memory: 1723 2022/06/26 23:58:42 - mmengine - INFO - Epoch(val) [125][220/310] eta: 0:00:09 time: 0.109 data_time: 0.002 memory: 1723 2022/06/26 23:58:46 - mmengine - INFO - Epoch(val) [125][240/310] eta: 0:00:07 time: 0.103 data_time: 0.001 memory: 1723 2022/06/26 23:58:53 - mmengine - INFO - Epoch(val) [125][260/310] eta: 0:00:16 time: 0.142 data_time: 0.040 memory: 1723 2022/06/26 23:58:57 - mmengine - INFO - Epoch(val) [125][280/310] eta: 0:00:09 time: 0.109 data_time: 0.001 memory: 1723 2022/06/26 23:58:59 - mmengine - INFO - Epoch(val) [125][300/310] eta: 0:00:01 time: 0.102 data_time: 0.001 memory: 1723 2022/06/26 23:59:02 - mmengine - INFO - Epoch(val) [125][310/310] acc/top1: 0.5759 acc/top5: 0.8015 acc/mean1: 0.5758 2022/06/26 23:59:12 - mmengine - INFO - Epoch(train) [126][20/3757] lr: 2.132e-03 eta: 15:04:37 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 8.8062 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0218 loss: 2.0218 2022/06/26 23:59:17 - mmengine - INFO - Epoch(train) [126][40/3757] lr: 2.132e-03 eta: 15:04:32 time: 0.270 data_time: 0.003 memory: 5036 grad_norm: 8.8904 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2794 loss: 2.2794 2022/06/26 23:59:23 - mmengine - INFO - Epoch(train) [126][60/3757] lr: 2.132e-03 eta: 15:04:27 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 11.1047 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.4794 loss: 2.4794 2022/06/26 23:59:28 - mmengine - INFO - Epoch(train) [126][80/3757] lr: 2.132e-03 eta: 15:04:22 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 10.4966 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0674 loss: 2.0674 2022/06/26 23:59:33 - mmengine - INFO - Epoch(train) [126][100/3757] lr: 2.132e-03 eta: 15:04:17 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 6.4436 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.1127 loss: 2.1127 2022/06/26 23:59:38 - mmengine - INFO - Epoch(train) [126][120/3757] lr: 2.132e-03 eta: 15:04:11 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 8.3735 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.9449 loss: 1.9449 2022/06/26 23:59:44 - mmengine - INFO - Epoch(train) [126][140/3757] lr: 2.132e-03 eta: 15:04:06 time: 0.251 data_time: 0.004 memory: 5036 grad_norm: 10.9363 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.0745 loss: 2.0745 2022/06/26 23:59:49 - mmengine - INFO - Epoch(train) [126][160/3757] lr: 2.132e-03 eta: 15:04:01 time: 0.254 data_time: 0.004 memory: 5036 grad_norm: 8.0166 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.8220 loss: 1.8220 2022/06/26 23:59:54 - mmengine - INFO - Epoch(train) [126][180/3757] lr: 2.132e-03 eta: 15:03:55 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 9.6714 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.2874 loss: 2.2874 2022/06/26 23:59:59 - mmengine - INFO - Epoch(train) [126][200/3757] lr: 2.132e-03 eta: 15:03:50 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 7.6198 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.8980 loss: 1.8980 2022/06/27 00:00:06 - mmengine - INFO - Epoch(train) [126][220/3757] lr: 2.132e-03 eta: 15:03:46 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 7.7023 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2873 loss: 2.2873 2022/06/27 00:00:12 - mmengine - INFO - Epoch(train) [126][240/3757] lr: 2.132e-03 eta: 15:03:40 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 8.4132 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9622 loss: 1.9622 2022/06/27 00:00:17 - mmengine - INFO - Epoch(train) [126][260/3757] lr: 2.132e-03 eta: 15:03:35 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 9.5964 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.2052 loss: 2.2052 2022/06/27 00:00:22 - mmengine - INFO - Epoch(train) [126][280/3757] lr: 2.132e-03 eta: 15:03:30 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 8.8818 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.5633 loss: 1.5633 2022/06/27 00:00:27 - mmengine - INFO - Epoch(train) [126][300/3757] lr: 2.132e-03 eta: 15:03:25 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 8.2160 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.0179 loss: 2.0179 2022/06/27 00:00:32 - mmengine - INFO - Epoch(train) [126][320/3757] lr: 2.132e-03 eta: 15:03:19 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 8.9407 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.5958 loss: 1.5958 2022/06/27 00:00:38 - mmengine - INFO - Epoch(train) [126][340/3757] lr: 2.132e-03 eta: 15:03:14 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 9.2231 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5240 loss: 2.5240 2022/06/27 00:00:43 - mmengine - INFO - Epoch(train) [126][360/3757] lr: 2.132e-03 eta: 15:03:09 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 9.3196 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.1895 loss: 2.1895 2022/06/27 00:00:47 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 00:00:48 - mmengine - INFO - Epoch(train) [126][380/3757] lr: 2.132e-03 eta: 15:03:03 time: 0.251 data_time: 0.007 memory: 5036 grad_norm: 8.3488 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1231 loss: 2.1231 2022/06/27 00:00:54 - mmengine - INFO - Epoch(train) [126][400/3757] lr: 2.132e-03 eta: 15:02:58 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 8.8371 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9176 loss: 1.9176 2022/06/27 00:00:59 - mmengine - INFO - Epoch(train) [126][420/3757] lr: 2.132e-03 eta: 15:02:53 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 10.6438 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.3102 loss: 2.3102 2022/06/27 00:01:04 - mmengine - INFO - Epoch(train) [126][440/3757] lr: 2.132e-03 eta: 15:02:48 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 8.4006 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8315 loss: 1.8315 2022/06/27 00:01:09 - mmengine - INFO - Epoch(train) [126][460/3757] lr: 2.132e-03 eta: 15:02:42 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 7.2356 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.8159 loss: 1.8159 2022/06/27 00:01:14 - mmengine - INFO - Epoch(train) [126][480/3757] lr: 2.132e-03 eta: 15:02:37 time: 0.266 data_time: 0.007 memory: 5036 grad_norm: 8.9380 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.7339 loss: 1.7339 2022/06/27 00:01:20 - mmengine - INFO - Epoch(train) [126][500/3757] lr: 2.132e-03 eta: 15:02:32 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 8.1556 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.6912 loss: 1.6912 2022/06/27 00:01:25 - mmengine - INFO - Epoch(train) [126][520/3757] lr: 2.132e-03 eta: 15:02:27 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 10.2136 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9261 loss: 1.9261 2022/06/27 00:01:30 - mmengine - INFO - Epoch(train) [126][540/3757] lr: 2.132e-03 eta: 15:02:21 time: 0.254 data_time: 0.012 memory: 5036 grad_norm: 9.8426 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.1742 loss: 2.1742 2022/06/27 00:01:35 - mmengine - INFO - Epoch(train) [126][560/3757] lr: 2.132e-03 eta: 15:02:16 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 9.0874 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0202 loss: 2.0202 2022/06/27 00:01:41 - mmengine - INFO - Epoch(train) [126][580/3757] lr: 2.132e-03 eta: 15:02:11 time: 0.289 data_time: 0.025 memory: 5036 grad_norm: 10.0107 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1511 loss: 2.1511 2022/06/27 00:01:46 - mmengine - INFO - Epoch(train) [126][600/3757] lr: 2.132e-03 eta: 15:02:05 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 9.4136 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0766 loss: 2.0766 2022/06/27 00:01:51 - mmengine - INFO - Epoch(train) [126][620/3757] lr: 2.132e-03 eta: 15:02:00 time: 0.250 data_time: 0.007 memory: 5036 grad_norm: 11.2280 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9699 loss: 1.9699 2022/06/27 00:01:56 - mmengine - INFO - Epoch(train) [126][640/3757] lr: 2.132e-03 eta: 15:01:55 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 9.6604 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9137 loss: 1.9137 2022/06/27 00:02:01 - mmengine - INFO - Epoch(train) [126][660/3757] lr: 2.132e-03 eta: 15:01:50 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 8.8309 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.6998 loss: 1.6998 2022/06/27 00:02:07 - mmengine - INFO - Epoch(train) [126][680/3757] lr: 2.132e-03 eta: 15:01:44 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 9.2236 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.8321 loss: 1.8321 2022/06/27 00:02:12 - mmengine - INFO - Epoch(train) [126][700/3757] lr: 2.132e-03 eta: 15:01:39 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.9448 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.4900 loss: 2.4900 2022/06/27 00:02:17 - mmengine - INFO - Epoch(train) [126][720/3757] lr: 2.132e-03 eta: 15:01:34 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 8.1122 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0395 loss: 2.0395 2022/06/27 00:02:23 - mmengine - INFO - Epoch(train) [126][740/3757] lr: 2.132e-03 eta: 15:01:29 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 10.2472 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.4662 loss: 2.4662 2022/06/27 00:02:28 - mmengine - INFO - Epoch(train) [126][760/3757] lr: 2.132e-03 eta: 15:01:23 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 8.0850 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0142 loss: 2.0142 2022/06/27 00:02:33 - mmengine - INFO - Epoch(train) [126][780/3757] lr: 2.132e-03 eta: 15:01:18 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 8.4781 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6667 loss: 1.6667 2022/06/27 00:02:38 - mmengine - INFO - Epoch(train) [126][800/3757] lr: 2.132e-03 eta: 15:01:13 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 8.8607 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.6307 loss: 1.6307 2022/06/27 00:02:43 - mmengine - INFO - Epoch(train) [126][820/3757] lr: 2.132e-03 eta: 15:01:08 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 9.4494 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.9608 loss: 1.9608 2022/06/27 00:02:49 - mmengine - INFO - Epoch(train) [126][840/3757] lr: 2.132e-03 eta: 15:01:02 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 9.4471 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.9018 loss: 1.9018 2022/06/27 00:02:54 - mmengine - INFO - Epoch(train) [126][860/3757] lr: 2.132e-03 eta: 15:00:57 time: 0.262 data_time: 0.009 memory: 5036 grad_norm: 8.4867 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.3775 loss: 2.3775 2022/06/27 00:02:59 - mmengine - INFO - Epoch(train) [126][880/3757] lr: 2.132e-03 eta: 15:00:52 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 7.7846 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.9666 loss: 1.9666 2022/06/27 00:03:04 - mmengine - INFO - Epoch(train) [126][900/3757] lr: 2.132e-03 eta: 15:00:46 time: 0.267 data_time: 0.003 memory: 5036 grad_norm: 10.4566 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.8415 loss: 1.8415 2022/06/27 00:03:10 - mmengine - INFO - Epoch(train) [126][920/3757] lr: 2.132e-03 eta: 15:00:41 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 9.0527 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.3949 loss: 2.3949 2022/06/27 00:03:15 - mmengine - INFO - Epoch(train) [126][940/3757] lr: 2.132e-03 eta: 15:00:36 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 10.1054 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5777 loss: 1.5777 2022/06/27 00:03:20 - mmengine - INFO - Epoch(train) [126][960/3757] lr: 2.132e-03 eta: 15:00:31 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 11.0559 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8479 loss: 1.8479 2022/06/27 00:03:25 - mmengine - INFO - Epoch(train) [126][980/3757] lr: 2.132e-03 eta: 15:00:25 time: 0.251 data_time: 0.008 memory: 5036 grad_norm: 9.3588 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.2189 loss: 2.2189 2022/06/27 00:03:31 - mmengine - INFO - Epoch(train) [126][1000/3757] lr: 2.132e-03 eta: 15:00:20 time: 0.267 data_time: 0.006 memory: 5036 grad_norm: 10.7754 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.4709 loss: 2.4709 2022/06/27 00:03:36 - mmengine - INFO - Epoch(train) [126][1020/3757] lr: 2.132e-03 eta: 15:00:15 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 9.8233 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.9234 loss: 1.9234 2022/06/27 00:03:41 - mmengine - INFO - Epoch(train) [126][1040/3757] lr: 2.132e-03 eta: 15:00:10 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 8.3336 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7951 loss: 1.7951 2022/06/27 00:03:46 - mmengine - INFO - Epoch(train) [126][1060/3757] lr: 2.132e-03 eta: 15:00:04 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 11.0952 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1371 loss: 2.1371 2022/06/27 00:03:52 - mmengine - INFO - Epoch(train) [126][1080/3757] lr: 2.132e-03 eta: 14:59:59 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 8.7700 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.7433 loss: 1.7433 2022/06/27 00:03:57 - mmengine - INFO - Epoch(train) [126][1100/3757] lr: 2.132e-03 eta: 14:59:54 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 7.6362 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.1640 loss: 2.1640 2022/06/27 00:04:02 - mmengine - INFO - Epoch(train) [126][1120/3757] lr: 2.132e-03 eta: 14:59:48 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 8.8899 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7757 loss: 1.7757 2022/06/27 00:04:07 - mmengine - INFO - Epoch(train) [126][1140/3757] lr: 2.132e-03 eta: 14:59:43 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 8.5964 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.0565 loss: 2.0565 2022/06/27 00:04:13 - mmengine - INFO - Epoch(train) [126][1160/3757] lr: 2.132e-03 eta: 14:59:38 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 10.2191 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2205 loss: 2.2205 2022/06/27 00:04:18 - mmengine - INFO - Epoch(train) [126][1180/3757] lr: 2.132e-03 eta: 14:59:33 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 9.3976 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0778 loss: 2.0778 2022/06/27 00:04:23 - mmengine - INFO - Epoch(train) [126][1200/3757] lr: 2.132e-03 eta: 14:59:28 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 9.7263 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9977 loss: 1.9977 2022/06/27 00:04:29 - mmengine - INFO - Epoch(train) [126][1220/3757] lr: 2.132e-03 eta: 14:59:22 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 10.9033 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.5950 loss: 2.5950 2022/06/27 00:04:34 - mmengine - INFO - Epoch(train) [126][1240/3757] lr: 2.132e-03 eta: 14:59:17 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 10.5282 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6971 loss: 1.6971 2022/06/27 00:04:39 - mmengine - INFO - Epoch(train) [126][1260/3757] lr: 2.132e-03 eta: 14:59:12 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 9.6034 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1567 loss: 2.1567 2022/06/27 00:04:44 - mmengine - INFO - Epoch(train) [126][1280/3757] lr: 2.132e-03 eta: 14:59:06 time: 0.260 data_time: 0.010 memory: 5036 grad_norm: 9.2468 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0569 loss: 2.0569 2022/06/27 00:04:49 - mmengine - INFO - Epoch(train) [126][1300/3757] lr: 2.132e-03 eta: 14:59:01 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 10.0343 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.4017 loss: 2.4017 2022/06/27 00:04:55 - mmengine - INFO - Epoch(train) [126][1320/3757] lr: 2.132e-03 eta: 14:58:56 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 8.7964 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.9622 loss: 1.9622 2022/06/27 00:05:00 - mmengine - INFO - Epoch(train) [126][1340/3757] lr: 2.132e-03 eta: 14:58:51 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 9.8086 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.0192 loss: 2.0192 2022/06/27 00:05:05 - mmengine - INFO - Epoch(train) [126][1360/3757] lr: 2.132e-03 eta: 14:58:45 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 9.8086 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5135 loss: 2.5135 2022/06/27 00:05:09 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 00:05:10 - mmengine - INFO - Epoch(train) [126][1380/3757] lr: 2.132e-03 eta: 14:58:40 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 10.5319 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.4026 loss: 2.4026 2022/06/27 00:05:16 - mmengine - INFO - Epoch(train) [126][1400/3757] lr: 2.132e-03 eta: 14:58:35 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 11.1628 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8104 loss: 1.8104 2022/06/27 00:05:21 - mmengine - INFO - Epoch(train) [126][1420/3757] lr: 2.132e-03 eta: 14:58:30 time: 0.341 data_time: 0.040 memory: 5036 grad_norm: 9.4433 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3539 loss: 2.3539 2022/06/27 00:05:26 - mmengine - INFO - Epoch(train) [126][1440/3757] lr: 2.132e-03 eta: 14:58:24 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 9.6065 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.0664 loss: 2.0664 2022/06/27 00:05:32 - mmengine - INFO - Epoch(train) [126][1460/3757] lr: 2.132e-03 eta: 14:58:19 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 9.4125 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.9376 loss: 1.9376 2022/06/27 00:05:37 - mmengine - INFO - Epoch(train) [126][1480/3757] lr: 2.132e-03 eta: 14:58:14 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 7.5493 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6881 loss: 1.6881 2022/06/27 00:05:42 - mmengine - INFO - Epoch(train) [126][1500/3757] lr: 2.132e-03 eta: 14:58:08 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 9.1482 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9304 loss: 1.9304 2022/06/27 00:05:47 - mmengine - INFO - Epoch(train) [126][1520/3757] lr: 2.132e-03 eta: 14:58:03 time: 0.259 data_time: 0.016 memory: 5036 grad_norm: 9.0750 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0792 loss: 2.0792 2022/06/27 00:05:52 - mmengine - INFO - Epoch(train) [126][1540/3757] lr: 2.132e-03 eta: 14:57:58 time: 0.257 data_time: 0.016 memory: 5036 grad_norm: 9.9005 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.9737 loss: 1.9737 2022/06/27 00:05:58 - mmengine - INFO - Epoch(train) [126][1560/3757] lr: 2.132e-03 eta: 14:57:53 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 8.7717 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.1805 loss: 2.1805 2022/06/27 00:06:03 - mmengine - INFO - Epoch(train) [126][1580/3757] lr: 2.132e-03 eta: 14:57:47 time: 0.266 data_time: 0.006 memory: 5036 grad_norm: 9.0286 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0079 loss: 2.0079 2022/06/27 00:06:08 - mmengine - INFO - Epoch(train) [126][1600/3757] lr: 2.132e-03 eta: 14:57:42 time: 0.264 data_time: 0.023 memory: 5036 grad_norm: 10.0463 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1574 loss: 2.1574 2022/06/27 00:06:14 - mmengine - INFO - Epoch(train) [126][1620/3757] lr: 2.132e-03 eta: 14:57:37 time: 0.259 data_time: 0.014 memory: 5036 grad_norm: 8.2006 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.0274 loss: 2.0274 2022/06/27 00:06:19 - mmengine - INFO - Epoch(train) [126][1640/3757] lr: 2.132e-03 eta: 14:57:32 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 9.8401 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1356 loss: 2.1356 2022/06/27 00:06:24 - mmengine - INFO - Epoch(train) [126][1660/3757] lr: 2.132e-03 eta: 14:57:26 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 8.6203 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 1.9880 loss: 1.9880 2022/06/27 00:06:30 - mmengine - INFO - Epoch(train) [126][1680/3757] lr: 2.132e-03 eta: 14:57:21 time: 0.252 data_time: 0.012 memory: 5036 grad_norm: 10.5446 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4690 loss: 2.4690 2022/06/27 00:06:35 - mmengine - INFO - Epoch(train) [126][1700/3757] lr: 2.132e-03 eta: 14:57:16 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 9.4310 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2072 loss: 2.2072 2022/06/27 00:06:40 - mmengine - INFO - Epoch(train) [126][1720/3757] lr: 2.132e-03 eta: 14:57:11 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 9.1184 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.3096 loss: 2.3096 2022/06/27 00:06:45 - mmengine - INFO - Epoch(train) [126][1740/3757] lr: 2.132e-03 eta: 14:57:05 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 9.8166 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.7879 loss: 1.7879 2022/06/27 00:06:50 - mmengine - INFO - Epoch(train) [126][1760/3757] lr: 2.132e-03 eta: 14:57:00 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 8.7427 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7092 loss: 1.7092 2022/06/27 00:06:56 - mmengine - INFO - Epoch(train) [126][1780/3757] lr: 2.132e-03 eta: 14:56:55 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 9.0252 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.1494 loss: 2.1494 2022/06/27 00:07:01 - mmengine - INFO - Epoch(train) [126][1800/3757] lr: 2.132e-03 eta: 14:56:50 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 9.0182 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.9510 loss: 1.9510 2022/06/27 00:07:06 - mmengine - INFO - Epoch(train) [126][1820/3757] lr: 2.132e-03 eta: 14:56:44 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 10.7077 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.1055 loss: 2.1055 2022/06/27 00:07:12 - mmengine - INFO - Epoch(train) [126][1840/3757] lr: 2.132e-03 eta: 14:56:39 time: 0.247 data_time: 0.004 memory: 5036 grad_norm: 10.0021 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7091 loss: 1.7091 2022/06/27 00:07:17 - mmengine - INFO - Epoch(train) [126][1860/3757] lr: 2.132e-03 eta: 14:56:34 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 8.5405 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0156 loss: 2.0156 2022/06/27 00:07:22 - mmengine - INFO - Epoch(train) [126][1880/3757] lr: 2.132e-03 eta: 14:56:29 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 9.4987 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1747 loss: 2.1747 2022/06/27 00:07:27 - mmengine - INFO - Epoch(train) [126][1900/3757] lr: 2.132e-03 eta: 14:56:23 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 9.7208 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.9429 loss: 1.9429 2022/06/27 00:07:33 - mmengine - INFO - Epoch(train) [126][1920/3757] lr: 2.132e-03 eta: 14:56:18 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 8.0207 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.5792 loss: 1.5792 2022/06/27 00:07:38 - mmengine - INFO - Epoch(train) [126][1940/3757] lr: 2.132e-03 eta: 14:56:13 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 9.1288 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0775 loss: 2.0775 2022/06/27 00:07:44 - mmengine - INFO - Epoch(train) [126][1960/3757] lr: 2.132e-03 eta: 14:56:08 time: 0.262 data_time: 0.009 memory: 5036 grad_norm: 7.9668 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.9511 loss: 1.9511 2022/06/27 00:07:49 - mmengine - INFO - Epoch(train) [126][1980/3757] lr: 2.132e-03 eta: 14:56:02 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 8.9817 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1651 loss: 2.1651 2022/06/27 00:07:54 - mmengine - INFO - Epoch(train) [126][2000/3757] lr: 2.132e-03 eta: 14:55:57 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 10.2178 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.9053 loss: 1.9053 2022/06/27 00:07:59 - mmengine - INFO - Epoch(train) [126][2020/3757] lr: 2.132e-03 eta: 14:55:52 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 8.3934 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7795 loss: 1.7795 2022/06/27 00:08:04 - mmengine - INFO - Epoch(train) [126][2040/3757] lr: 2.132e-03 eta: 14:55:47 time: 0.258 data_time: 0.011 memory: 5036 grad_norm: 10.7565 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8594 loss: 1.8594 2022/06/27 00:08:10 - mmengine - INFO - Epoch(train) [126][2060/3757] lr: 2.132e-03 eta: 14:55:41 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.6155 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8166 loss: 1.8166 2022/06/27 00:08:15 - mmengine - INFO - Epoch(train) [126][2080/3757] lr: 2.132e-03 eta: 14:55:36 time: 0.257 data_time: 0.012 memory: 5036 grad_norm: 9.8651 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0373 loss: 2.0373 2022/06/27 00:08:20 - mmengine - INFO - Epoch(train) [126][2100/3757] lr: 2.132e-03 eta: 14:55:31 time: 0.248 data_time: 0.004 memory: 5036 grad_norm: 8.5322 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7818 loss: 1.7818 2022/06/27 00:08:25 - mmengine - INFO - Epoch(train) [126][2120/3757] lr: 2.132e-03 eta: 14:55:25 time: 0.260 data_time: 0.009 memory: 5036 grad_norm: 9.1191 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4278 loss: 2.4278 2022/06/27 00:08:30 - mmengine - INFO - Epoch(train) [126][2140/3757] lr: 2.132e-03 eta: 14:55:20 time: 0.263 data_time: 0.009 memory: 5036 grad_norm: 10.7173 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 1.9313 loss: 1.9313 2022/06/27 00:08:36 - mmengine - INFO - Epoch(train) [126][2160/3757] lr: 2.132e-03 eta: 14:55:15 time: 0.267 data_time: 0.003 memory: 5036 grad_norm: 9.5150 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1589 loss: 2.1589 2022/06/27 00:08:41 - mmengine - INFO - Epoch(train) [126][2180/3757] lr: 2.132e-03 eta: 14:55:10 time: 0.268 data_time: 0.006 memory: 5036 grad_norm: 10.4379 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.0800 loss: 2.0800 2022/06/27 00:08:46 - mmengine - INFO - Epoch(train) [126][2200/3757] lr: 2.132e-03 eta: 14:55:04 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 8.9153 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8250 loss: 1.8250 2022/06/27 00:08:51 - mmengine - INFO - Epoch(train) [126][2220/3757] lr: 2.132e-03 eta: 14:54:59 time: 0.272 data_time: 0.024 memory: 5036 grad_norm: 9.7688 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9827 loss: 1.9827 2022/06/27 00:08:57 - mmengine - INFO - Epoch(train) [126][2240/3757] lr: 2.132e-03 eta: 14:54:54 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 10.8128 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.6520 loss: 1.6520 2022/06/27 00:09:02 - mmengine - INFO - Epoch(train) [126][2260/3757] lr: 2.132e-03 eta: 14:54:49 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 8.3790 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.7456 loss: 1.7456 2022/06/27 00:09:07 - mmengine - INFO - Epoch(train) [126][2280/3757] lr: 2.132e-03 eta: 14:54:43 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 9.8946 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.5219 loss: 2.5219 2022/06/27 00:09:12 - mmengine - INFO - Epoch(train) [126][2300/3757] lr: 2.132e-03 eta: 14:54:38 time: 0.258 data_time: 0.011 memory: 5036 grad_norm: 9.4006 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2607 loss: 2.2607 2022/06/27 00:09:18 - mmengine - INFO - Epoch(train) [126][2320/3757] lr: 2.132e-03 eta: 14:54:33 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 8.4281 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.9224 loss: 1.9224 2022/06/27 00:09:23 - mmengine - INFO - Epoch(train) [126][2340/3757] lr: 2.132e-03 eta: 14:54:28 time: 0.259 data_time: 0.013 memory: 5036 grad_norm: 9.8235 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2140 loss: 2.2140 2022/06/27 00:09:28 - mmengine - INFO - Epoch(train) [126][2360/3757] lr: 2.132e-03 eta: 14:54:22 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 11.3100 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1447 loss: 2.1447 2022/06/27 00:09:32 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 00:09:33 - mmengine - INFO - Epoch(train) [126][2380/3757] lr: 2.132e-03 eta: 14:54:17 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 10.5110 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8098 loss: 1.8098 2022/06/27 00:09:39 - mmengine - INFO - Epoch(train) [126][2400/3757] lr: 2.132e-03 eta: 14:54:12 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 9.3426 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9748 loss: 1.9748 2022/06/27 00:09:44 - mmengine - INFO - Epoch(train) [126][2420/3757] lr: 2.132e-03 eta: 14:54:06 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 8.9722 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9308 loss: 1.9308 2022/06/27 00:09:49 - mmengine - INFO - Epoch(train) [126][2440/3757] lr: 2.132e-03 eta: 14:54:01 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 8.8443 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.8163 loss: 1.8163 2022/06/27 00:09:54 - mmengine - INFO - Epoch(train) [126][2460/3757] lr: 2.132e-03 eta: 14:53:56 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 8.5301 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.4789 loss: 2.4789 2022/06/27 00:10:00 - mmengine - INFO - Epoch(train) [126][2480/3757] lr: 2.132e-03 eta: 14:53:51 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 9.9017 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.7260 loss: 1.7260 2022/06/27 00:10:05 - mmengine - INFO - Epoch(train) [126][2500/3757] lr: 2.132e-03 eta: 14:53:45 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 8.9035 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9608 loss: 1.9608 2022/06/27 00:10:10 - mmengine - INFO - Epoch(train) [126][2520/3757] lr: 2.132e-03 eta: 14:53:40 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 9.1742 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8809 loss: 1.8809 2022/06/27 00:10:16 - mmengine - INFO - Epoch(train) [126][2540/3757] lr: 2.132e-03 eta: 14:53:35 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 9.2220 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.2629 loss: 2.2629 2022/06/27 00:10:21 - mmengine - INFO - Epoch(train) [126][2560/3757] lr: 2.132e-03 eta: 14:53:30 time: 0.267 data_time: 0.006 memory: 5036 grad_norm: 9.2869 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.8778 loss: 1.8778 2022/06/27 00:10:26 - mmengine - INFO - Epoch(train) [126][2580/3757] lr: 2.132e-03 eta: 14:53:25 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 9.4404 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9093 loss: 1.9093 2022/06/27 00:10:32 - mmengine - INFO - Epoch(train) [126][2600/3757] lr: 2.132e-03 eta: 14:53:19 time: 0.252 data_time: 0.004 memory: 5036 grad_norm: 10.5525 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.9934 loss: 1.9934 2022/06/27 00:10:37 - mmengine - INFO - Epoch(train) [126][2620/3757] lr: 2.132e-03 eta: 14:53:14 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 8.5978 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4029 loss: 1.4029 2022/06/27 00:10:43 - mmengine - INFO - Epoch(train) [126][2640/3757] lr: 2.132e-03 eta: 14:53:09 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 8.3476 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9699 loss: 1.9699 2022/06/27 00:10:48 - mmengine - INFO - Epoch(train) [126][2660/3757] lr: 2.132e-03 eta: 14:53:04 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 8.9488 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.1610 loss: 2.1610 2022/06/27 00:10:54 - mmengine - INFO - Epoch(train) [126][2680/3757] lr: 2.132e-03 eta: 14:52:59 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 8.6012 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8048 loss: 1.8048 2022/06/27 00:10:59 - mmengine - INFO - Epoch(train) [126][2700/3757] lr: 2.132e-03 eta: 14:52:53 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 8.9858 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5832 loss: 1.5832 2022/06/27 00:11:04 - mmengine - INFO - Epoch(train) [126][2720/3757] lr: 2.132e-03 eta: 14:52:48 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 9.1011 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9125 loss: 1.9125 2022/06/27 00:11:09 - mmengine - INFO - Epoch(train) [126][2740/3757] lr: 2.132e-03 eta: 14:52:43 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 9.1164 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.1603 loss: 2.1603 2022/06/27 00:11:14 - mmengine - INFO - Epoch(train) [126][2760/3757] lr: 2.132e-03 eta: 14:52:37 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 8.6996 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.5495 loss: 2.5495 2022/06/27 00:11:20 - mmengine - INFO - Epoch(train) [126][2780/3757] lr: 2.132e-03 eta: 14:52:32 time: 0.249 data_time: 0.007 memory: 5036 grad_norm: 8.8192 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7472 loss: 1.7472 2022/06/27 00:11:25 - mmengine - INFO - Epoch(train) [126][2800/3757] lr: 2.132e-03 eta: 14:52:27 time: 0.251 data_time: 0.009 memory: 5036 grad_norm: 9.3273 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.9575 loss: 1.9575 2022/06/27 00:11:30 - mmengine - INFO - Epoch(train) [126][2820/3757] lr: 2.132e-03 eta: 14:52:22 time: 0.266 data_time: 0.006 memory: 5036 grad_norm: 8.4951 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 1.9270 loss: 1.9270 2022/06/27 00:11:36 - mmengine - INFO - Epoch(train) [126][2840/3757] lr: 2.132e-03 eta: 14:52:16 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 9.2634 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.9705 loss: 1.9705 2022/06/27 00:11:41 - mmengine - INFO - Epoch(train) [126][2860/3757] lr: 2.132e-03 eta: 14:52:11 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.8338 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8671 loss: 1.8671 2022/06/27 00:11:46 - mmengine - INFO - Epoch(train) [126][2880/3757] lr: 2.132e-03 eta: 14:52:06 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 7.9540 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.3283 loss: 2.3283 2022/06/27 00:11:51 - mmengine - INFO - Epoch(train) [126][2900/3757] lr: 2.132e-03 eta: 14:52:01 time: 0.265 data_time: 0.007 memory: 5036 grad_norm: 11.2268 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8693 loss: 1.8693 2022/06/27 00:11:57 - mmengine - INFO - Epoch(train) [126][2920/3757] lr: 2.132e-03 eta: 14:51:55 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 7.8949 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0279 loss: 2.0279 2022/06/27 00:12:02 - mmengine - INFO - Epoch(train) [126][2940/3757] lr: 2.132e-03 eta: 14:51:50 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 10.7720 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1790 loss: 2.1790 2022/06/27 00:12:07 - mmengine - INFO - Epoch(train) [126][2960/3757] lr: 2.132e-03 eta: 14:51:45 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 9.3566 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.9452 loss: 1.9452 2022/06/27 00:12:12 - mmengine - INFO - Epoch(train) [126][2980/3757] lr: 2.132e-03 eta: 14:51:40 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 10.2549 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8751 loss: 1.8751 2022/06/27 00:12:18 - mmengine - INFO - Epoch(train) [126][3000/3757] lr: 2.132e-03 eta: 14:51:34 time: 0.264 data_time: 0.007 memory: 5036 grad_norm: 8.9954 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7488 loss: 1.7488 2022/06/27 00:12:23 - mmengine - INFO - Epoch(train) [126][3020/3757] lr: 2.132e-03 eta: 14:51:29 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 10.9796 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4228 loss: 2.4228 2022/06/27 00:12:28 - mmengine - INFO - Epoch(train) [126][3040/3757] lr: 2.132e-03 eta: 14:51:24 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 8.8613 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.0889 loss: 2.0889 2022/06/27 00:12:33 - mmengine - INFO - Epoch(train) [126][3060/3757] lr: 2.132e-03 eta: 14:51:19 time: 0.259 data_time: 0.008 memory: 5036 grad_norm: 9.4811 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.1710 loss: 2.1710 2022/06/27 00:12:39 - mmengine - INFO - Epoch(train) [126][3080/3757] lr: 2.132e-03 eta: 14:51:13 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 8.2051 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1139 loss: 2.1139 2022/06/27 00:12:44 - mmengine - INFO - Epoch(train) [126][3100/3757] lr: 2.132e-03 eta: 14:51:08 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 8.7617 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.7298 loss: 1.7298 2022/06/27 00:12:49 - mmengine - INFO - Epoch(train) [126][3120/3757] lr: 2.132e-03 eta: 14:51:03 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 10.1263 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.2776 loss: 2.2776 2022/06/27 00:12:54 - mmengine - INFO - Epoch(train) [126][3140/3757] lr: 2.132e-03 eta: 14:50:57 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 10.1044 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3753 loss: 2.3753 2022/06/27 00:12:59 - mmengine - INFO - Epoch(train) [126][3160/3757] lr: 2.132e-03 eta: 14:50:52 time: 0.263 data_time: 0.007 memory: 5036 grad_norm: 8.4702 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1793 loss: 2.1793 2022/06/27 00:13:05 - mmengine - INFO - Epoch(train) [126][3180/3757] lr: 2.132e-03 eta: 14:50:47 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 10.0516 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1201 loss: 2.1201 2022/06/27 00:13:10 - mmengine - INFO - Epoch(train) [126][3200/3757] lr: 2.132e-03 eta: 14:50:42 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 9.3425 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1129 loss: 2.1129 2022/06/27 00:13:15 - mmengine - INFO - Epoch(train) [126][3220/3757] lr: 2.132e-03 eta: 14:50:36 time: 0.265 data_time: 0.006 memory: 5036 grad_norm: 7.8096 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0494 loss: 2.0494 2022/06/27 00:13:20 - mmengine - INFO - Epoch(train) [126][3240/3757] lr: 2.132e-03 eta: 14:50:31 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 9.9712 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.6224 loss: 2.6224 2022/06/27 00:13:26 - mmengine - INFO - Epoch(train) [126][3260/3757] lr: 2.132e-03 eta: 14:50:26 time: 0.265 data_time: 0.007 memory: 5036 grad_norm: 10.9486 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8195 loss: 1.8195 2022/06/27 00:13:31 - mmengine - INFO - Epoch(train) [126][3280/3757] lr: 2.132e-03 eta: 14:50:20 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 10.8037 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.1015 loss: 2.1015 2022/06/27 00:13:36 - mmengine - INFO - Epoch(train) [126][3300/3757] lr: 2.132e-03 eta: 14:50:15 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 7.8729 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.9691 loss: 1.9691 2022/06/27 00:13:41 - mmengine - INFO - Epoch(train) [126][3320/3757] lr: 2.132e-03 eta: 14:50:10 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 9.0559 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7131 loss: 1.7131 2022/06/27 00:13:47 - mmengine - INFO - Epoch(train) [126][3340/3757] lr: 2.132e-03 eta: 14:50:05 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 8.1974 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.2080 loss: 2.2080 2022/06/27 00:13:52 - mmengine - INFO - Epoch(train) [126][3360/3757] lr: 2.132e-03 eta: 14:50:00 time: 0.261 data_time: 0.011 memory: 5036 grad_norm: 10.6309 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0379 loss: 2.0379 2022/06/27 00:13:56 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 00:13:57 - mmengine - INFO - Epoch(train) [126][3380/3757] lr: 2.132e-03 eta: 14:49:54 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 9.1818 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.7972 loss: 1.7972 2022/06/27 00:14:03 - mmengine - INFO - Epoch(train) [126][3400/3757] lr: 2.132e-03 eta: 14:49:49 time: 0.264 data_time: 0.007 memory: 5036 grad_norm: 9.0404 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2228 loss: 2.2228 2022/06/27 00:14:08 - mmengine - INFO - Epoch(train) [126][3420/3757] lr: 2.132e-03 eta: 14:49:44 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 8.9721 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.8509 loss: 1.8509 2022/06/27 00:14:13 - mmengine - INFO - Epoch(train) [126][3440/3757] lr: 2.132e-03 eta: 14:49:39 time: 0.250 data_time: 0.008 memory: 5036 grad_norm: 9.4815 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2208 loss: 2.2208 2022/06/27 00:14:18 - mmengine - INFO - Epoch(train) [126][3460/3757] lr: 2.132e-03 eta: 14:49:33 time: 0.251 data_time: 0.009 memory: 5036 grad_norm: 10.7046 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.9721 loss: 1.9721 2022/06/27 00:14:24 - mmengine - INFO - Epoch(train) [126][3480/3757] lr: 2.132e-03 eta: 14:49:28 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 9.2249 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.3741 loss: 2.3741 2022/06/27 00:14:29 - mmengine - INFO - Epoch(train) [126][3500/3757] lr: 2.132e-03 eta: 14:49:23 time: 0.265 data_time: 0.021 memory: 5036 grad_norm: 8.4175 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1451 loss: 2.1451 2022/06/27 00:14:34 - mmengine - INFO - Epoch(train) [126][3520/3757] lr: 2.132e-03 eta: 14:49:17 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 10.6365 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1679 loss: 2.1679 2022/06/27 00:14:39 - mmengine - INFO - Epoch(train) [126][3540/3757] lr: 2.132e-03 eta: 14:49:12 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 9.0423 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5276 loss: 1.5276 2022/06/27 00:14:45 - mmengine - INFO - Epoch(train) [126][3560/3757] lr: 2.132e-03 eta: 14:49:07 time: 0.255 data_time: 0.008 memory: 5036 grad_norm: 9.9338 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0461 loss: 2.0461 2022/06/27 00:14:50 - mmengine - INFO - Epoch(train) [126][3580/3757] lr: 2.132e-03 eta: 14:49:02 time: 0.258 data_time: 0.008 memory: 5036 grad_norm: 10.1028 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0501 loss: 2.0501 2022/06/27 00:14:55 - mmengine - INFO - Epoch(train) [126][3600/3757] lr: 2.132e-03 eta: 14:48:56 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 9.3827 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.9510 loss: 1.9510 2022/06/27 00:15:00 - mmengine - INFO - Epoch(train) [126][3620/3757] lr: 2.132e-03 eta: 14:48:51 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 11.5718 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7845 loss: 1.7845 2022/06/27 00:15:06 - mmengine - INFO - Epoch(train) [126][3640/3757] lr: 2.132e-03 eta: 14:48:46 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 8.7906 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0024 loss: 2.0024 2022/06/27 00:15:11 - mmengine - INFO - Epoch(train) [126][3660/3757] lr: 2.132e-03 eta: 14:48:41 time: 0.268 data_time: 0.009 memory: 5036 grad_norm: 10.7080 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.8757 loss: 1.8757 2022/06/27 00:15:16 - mmengine - INFO - Epoch(train) [126][3680/3757] lr: 2.132e-03 eta: 14:48:35 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 8.7163 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.4527 loss: 2.4527 2022/06/27 00:15:22 - mmengine - INFO - Epoch(train) [126][3700/3757] lr: 2.132e-03 eta: 14:48:30 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 10.2082 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1455 loss: 2.1455 2022/06/27 00:15:27 - mmengine - INFO - Epoch(train) [126][3720/3757] lr: 2.132e-03 eta: 14:48:25 time: 0.261 data_time: 0.017 memory: 5036 grad_norm: 9.5877 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2105 loss: 2.2105 2022/06/27 00:15:32 - mmengine - INFO - Epoch(train) [126][3740/3757] lr: 2.132e-03 eta: 14:48:20 time: 0.288 data_time: 0.011 memory: 5036 grad_norm: 7.4723 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.7657 loss: 1.7657 2022/06/27 00:15:36 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 00:15:36 - mmengine - INFO - Saving checkpoint at 126 epochs 2022/06/27 00:15:49 - mmengine - INFO - Epoch(val) [126][20/310] eta: 0:01:45 time: 0.114 data_time: 0.007 memory: 5036 2022/06/27 00:15:54 - mmengine - INFO - Epoch(val) [126][40/310] eta: 0:01:37 time: 0.108 data_time: 0.008 memory: 1723 2022/06/27 00:15:59 - mmengine - INFO - Epoch(val) [126][60/310] eta: 0:00:26 time: 0.103 data_time: 0.002 memory: 1723 2022/06/27 00:16:03 - mmengine - INFO - Epoch(val) [126][80/310] eta: 0:00:24 time: 0.104 data_time: 0.001 memory: 1723 2022/06/27 00:16:10 - mmengine - INFO - Epoch(val) [126][100/310] eta: 0:01:12 time: 0.112 data_time: 0.010 memory: 1723 2022/06/27 00:16:15 - mmengine - INFO - Epoch(val) [126][120/310] eta: 0:01:10 time: 0.106 data_time: 0.005 memory: 1723 2022/06/27 00:16:20 - mmengine - INFO - Epoch(val) [126][140/310] eta: 0:00:18 time: 0.103 data_time: 0.001 memory: 1723 2022/06/27 00:16:24 - mmengine - INFO - Epoch(val) [126][160/310] eta: 0:00:15 time: 0.107 data_time: 0.001 memory: 1723 2022/06/27 00:16:31 - mmengine - INFO - Epoch(val) [126][180/310] eta: 0:00:46 time: 0.508 data_time: 0.401 memory: 1723 2022/06/27 00:16:36 - mmengine - INFO - Epoch(val) [126][200/310] eta: 0:00:37 time: 0.109 data_time: 0.002 memory: 1723 2022/06/27 00:16:41 - mmengine - INFO - Epoch(val) [126][220/310] eta: 0:00:10 time: 0.108 data_time: 0.002 memory: 1723 2022/06/27 00:16:45 - mmengine - INFO - Epoch(val) [126][240/310] eta: 0:00:07 time: 0.103 data_time: 0.001 memory: 1723 2022/06/27 00:16:52 - mmengine - INFO - Epoch(val) [126][260/310] eta: 0:00:17 time: 0.103 data_time: 0.002 memory: 1723 2022/06/27 00:16:57 - mmengine - INFO - Epoch(val) [126][280/310] eta: 0:00:09 time: 0.121 data_time: 0.002 memory: 1723 2022/06/27 00:16:59 - mmengine - INFO - Epoch(val) [126][300/310] eta: 0:00:01 time: 0.102 data_time: 0.001 memory: 1723 2022/06/27 00:17:01 - mmengine - INFO - Epoch(val) [126][310/310] acc/top1: 0.5718 acc/top5: 0.8025 acc/mean1: 0.5716 2022/06/27 00:17:11 - mmengine - INFO - Epoch(train) [127][20/3757] lr: 2.061e-03 eta: 14:48:11 time: 0.273 data_time: 0.003 memory: 5036 grad_norm: 8.4415 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.8866 loss: 1.8866 2022/06/27 00:17:17 - mmengine - INFO - Epoch(train) [127][40/3757] lr: 2.061e-03 eta: 14:48:06 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 9.0844 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.0199 loss: 2.0199 2022/06/27 00:17:22 - mmengine - INFO - Epoch(train) [127][60/3757] lr: 2.061e-03 eta: 14:48:01 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 9.0401 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2597 loss: 2.2597 2022/06/27 00:17:27 - mmengine - INFO - Epoch(train) [127][80/3757] lr: 2.061e-03 eta: 14:47:55 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 10.5600 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3995 loss: 2.3995 2022/06/27 00:17:32 - mmengine - INFO - Epoch(train) [127][100/3757] lr: 2.061e-03 eta: 14:47:50 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 8.3493 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.7666 loss: 1.7666 2022/06/27 00:17:38 - mmengine - INFO - Epoch(train) [127][120/3757] lr: 2.061e-03 eta: 14:47:45 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 9.7686 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.1891 loss: 2.1891 2022/06/27 00:17:43 - mmengine - INFO - Epoch(train) [127][140/3757] lr: 2.061e-03 eta: 14:47:40 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 10.4536 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.9553 loss: 1.9553 2022/06/27 00:17:48 - mmengine - INFO - Epoch(train) [127][160/3757] lr: 2.061e-03 eta: 14:47:34 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 9.0219 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.3289 loss: 2.3289 2022/06/27 00:17:54 - mmengine - INFO - Epoch(train) [127][180/3757] lr: 2.061e-03 eta: 14:47:29 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 8.6661 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9145 loss: 1.9145 2022/06/27 00:17:59 - mmengine - INFO - Epoch(train) [127][200/3757] lr: 2.061e-03 eta: 14:47:24 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 9.3765 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1096 loss: 2.1096 2022/06/27 00:18:04 - mmengine - INFO - Epoch(train) [127][220/3757] lr: 2.061e-03 eta: 14:47:19 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 9.1462 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1271 loss: 2.1271 2022/06/27 00:18:10 - mmengine - INFO - Epoch(train) [127][240/3757] lr: 2.061e-03 eta: 14:47:14 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 9.7047 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3117 loss: 2.3117 2022/06/27 00:18:15 - mmengine - INFO - Epoch(train) [127][260/3757] lr: 2.061e-03 eta: 14:47:08 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 7.9534 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.1934 loss: 2.1934 2022/06/27 00:18:20 - mmengine - INFO - Epoch(train) [127][280/3757] lr: 2.061e-03 eta: 14:47:03 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 8.8079 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.8706 loss: 1.8706 2022/06/27 00:18:26 - mmengine - INFO - Epoch(train) [127][300/3757] lr: 2.061e-03 eta: 14:46:58 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 11.6718 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.7771 loss: 1.7771 2022/06/27 00:18:31 - mmengine - INFO - Epoch(train) [127][320/3757] lr: 2.061e-03 eta: 14:46:53 time: 0.258 data_time: 0.010 memory: 5036 grad_norm: 10.1192 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0902 loss: 2.0902 2022/06/27 00:18:37 - mmengine - INFO - Epoch(train) [127][340/3757] lr: 2.061e-03 eta: 14:46:47 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 9.9891 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.0557 loss: 2.0557 2022/06/27 00:18:42 - mmengine - INFO - Epoch(train) [127][360/3757] lr: 2.061e-03 eta: 14:46:42 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 10.1947 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8579 loss: 1.8579 2022/06/27 00:18:47 - mmengine - INFO - Epoch(train) [127][380/3757] lr: 2.061e-03 eta: 14:46:37 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 8.0184 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1719 loss: 2.1719 2022/06/27 00:18:52 - mmengine - INFO - Epoch(train) [127][400/3757] lr: 2.061e-03 eta: 14:46:32 time: 0.281 data_time: 0.028 memory: 5036 grad_norm: 7.9782 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6216 loss: 1.6216 2022/06/27 00:18:58 - mmengine - INFO - Epoch(train) [127][420/3757] lr: 2.061e-03 eta: 14:46:26 time: 0.267 data_time: 0.003 memory: 5036 grad_norm: 11.2498 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2349 loss: 2.2349 2022/06/27 00:19:03 - mmengine - INFO - Epoch(train) [127][440/3757] lr: 2.061e-03 eta: 14:46:21 time: 0.250 data_time: 0.007 memory: 5036 grad_norm: 8.0829 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.6195 loss: 1.6195 2022/06/27 00:19:08 - mmengine - INFO - Epoch(train) [127][460/3757] lr: 2.061e-03 eta: 14:46:16 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 6.8943 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.3149 loss: 2.3149 2022/06/27 00:19:13 - mmengine - INFO - Epoch(train) [127][480/3757] lr: 2.061e-03 eta: 14:46:11 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 8.5280 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1788 loss: 2.1788 2022/06/27 00:19:18 - mmengine - INFO - Epoch(train) [127][500/3757] lr: 2.061e-03 eta: 14:46:05 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 8.2709 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.0121 loss: 2.0121 2022/06/27 00:19:24 - mmengine - INFO - Epoch(train) [127][520/3757] lr: 2.061e-03 eta: 14:46:00 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 7.6782 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.9852 loss: 1.9852 2022/06/27 00:19:29 - mmengine - INFO - Epoch(train) [127][540/3757] lr: 2.061e-03 eta: 14:45:55 time: 0.264 data_time: 0.011 memory: 5036 grad_norm: 9.5723 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.8421 loss: 1.8421 2022/06/27 00:19:35 - mmengine - INFO - Epoch(train) [127][560/3757] lr: 2.061e-03 eta: 14:45:50 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 7.9276 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3152 loss: 2.3152 2022/06/27 00:19:40 - mmengine - INFO - Epoch(train) [127][580/3757] lr: 2.061e-03 eta: 14:45:44 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 10.2455 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7394 loss: 1.7394 2022/06/27 00:19:45 - mmengine - INFO - Epoch(train) [127][600/3757] lr: 2.061e-03 eta: 14:45:39 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 8.7414 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.9892 loss: 1.9892 2022/06/27 00:19:50 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 00:19:50 - mmengine - INFO - Epoch(train) [127][620/3757] lr: 2.061e-03 eta: 14:45:34 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 7.7467 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9750 loss: 1.9750 2022/06/27 00:19:56 - mmengine - INFO - Epoch(train) [127][640/3757] lr: 2.061e-03 eta: 14:45:29 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 9.6416 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8459 loss: 1.8459 2022/06/27 00:20:01 - mmengine - INFO - Epoch(train) [127][660/3757] lr: 2.061e-03 eta: 14:45:24 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 10.3780 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1023 loss: 2.1023 2022/06/27 00:20:07 - mmengine - INFO - Epoch(train) [127][680/3757] lr: 2.061e-03 eta: 14:45:18 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 9.2198 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0483 loss: 2.0483 2022/06/27 00:20:12 - mmengine - INFO - Epoch(train) [127][700/3757] lr: 2.061e-03 eta: 14:45:13 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 11.0386 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0477 loss: 2.0477 2022/06/27 00:20:18 - mmengine - INFO - Epoch(train) [127][720/3757] lr: 2.061e-03 eta: 14:45:08 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 8.7316 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6543 loss: 1.6543 2022/06/27 00:20:23 - mmengine - INFO - Epoch(train) [127][740/3757] lr: 2.061e-03 eta: 14:45:03 time: 0.266 data_time: 0.006 memory: 5036 grad_norm: 8.2301 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2581 loss: 2.2581 2022/06/27 00:20:28 - mmengine - INFO - Epoch(train) [127][760/3757] lr: 2.061e-03 eta: 14:44:57 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 9.5894 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.1119 loss: 2.1119 2022/06/27 00:20:33 - mmengine - INFO - Epoch(train) [127][780/3757] lr: 2.061e-03 eta: 14:44:52 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 9.2911 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5618 loss: 1.5618 2022/06/27 00:20:38 - mmengine - INFO - Epoch(train) [127][800/3757] lr: 2.061e-03 eta: 14:44:47 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 10.7678 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9382 loss: 1.9382 2022/06/27 00:20:44 - mmengine - INFO - Epoch(train) [127][820/3757] lr: 2.061e-03 eta: 14:44:42 time: 0.257 data_time: 0.011 memory: 5036 grad_norm: 8.7553 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.8721 loss: 1.8721 2022/06/27 00:20:49 - mmengine - INFO - Epoch(train) [127][840/3757] lr: 2.061e-03 eta: 14:44:36 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 10.6519 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1569 loss: 2.1569 2022/06/27 00:20:54 - mmengine - INFO - Epoch(train) [127][860/3757] lr: 2.061e-03 eta: 14:44:31 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 8.4876 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0176 loss: 2.0176 2022/06/27 00:21:00 - mmengine - INFO - Epoch(train) [127][880/3757] lr: 2.061e-03 eta: 14:44:26 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 8.6209 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.8940 loss: 1.8940 2022/06/27 00:21:05 - mmengine - INFO - Epoch(train) [127][900/3757] lr: 2.061e-03 eta: 14:44:21 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 9.6556 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.8511 loss: 1.8511 2022/06/27 00:21:10 - mmengine - INFO - Epoch(train) [127][920/3757] lr: 2.061e-03 eta: 14:44:15 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 9.4519 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7528 loss: 1.7528 2022/06/27 00:21:16 - mmengine - INFO - Epoch(train) [127][940/3757] lr: 2.061e-03 eta: 14:44:10 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 9.5241 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.8988 loss: 1.8988 2022/06/27 00:21:21 - mmengine - INFO - Epoch(train) [127][960/3757] lr: 2.061e-03 eta: 14:44:05 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 10.5131 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2013 loss: 2.2013 2022/06/27 00:21:26 - mmengine - INFO - Epoch(train) [127][980/3757] lr: 2.061e-03 eta: 14:44:00 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 10.4382 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.7866 loss: 1.7866 2022/06/27 00:21:31 - mmengine - INFO - Epoch(train) [127][1000/3757] lr: 2.061e-03 eta: 14:43:54 time: 0.263 data_time: 0.012 memory: 5036 grad_norm: 7.3181 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.7879 loss: 1.7879 2022/06/27 00:21:37 - mmengine - INFO - Epoch(train) [127][1020/3757] lr: 2.061e-03 eta: 14:43:49 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 10.7942 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.0647 loss: 2.0647 2022/06/27 00:21:42 - mmengine - INFO - Epoch(train) [127][1040/3757] lr: 2.061e-03 eta: 14:43:44 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 9.2673 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9790 loss: 1.9790 2022/06/27 00:21:47 - mmengine - INFO - Epoch(train) [127][1060/3757] lr: 2.061e-03 eta: 14:43:39 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 9.0155 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.1965 loss: 2.1965 2022/06/27 00:21:53 - mmengine - INFO - Epoch(train) [127][1080/3757] lr: 2.061e-03 eta: 14:43:33 time: 0.683 data_time: 0.007 memory: 5036 grad_norm: 9.9235 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1007 loss: 2.1007 2022/06/27 00:21:58 - mmengine - INFO - Epoch(train) [127][1100/3757] lr: 2.061e-03 eta: 14:43:28 time: 0.270 data_time: 0.006 memory: 5036 grad_norm: 9.5892 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1568 loss: 2.1568 2022/06/27 00:22:03 - mmengine - INFO - Epoch(train) [127][1120/3757] lr: 2.061e-03 eta: 14:43:23 time: 0.249 data_time: 0.008 memory: 5036 grad_norm: 7.0387 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8291 loss: 1.8291 2022/06/27 00:22:08 - mmengine - INFO - Epoch(train) [127][1140/3757] lr: 2.061e-03 eta: 14:43:18 time: 0.251 data_time: 0.007 memory: 5036 grad_norm: 10.3282 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8063 loss: 1.8063 2022/06/27 00:22:14 - mmengine - INFO - Epoch(train) [127][1160/3757] lr: 2.061e-03 eta: 14:43:13 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 8.6683 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2279 loss: 2.2279 2022/06/27 00:22:19 - mmengine - INFO - Epoch(train) [127][1180/3757] lr: 2.061e-03 eta: 14:43:07 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 8.4252 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9679 loss: 1.9679 2022/06/27 00:22:25 - mmengine - INFO - Epoch(train) [127][1200/3757] lr: 2.061e-03 eta: 14:43:02 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 10.5343 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3847 loss: 1.3847 2022/06/27 00:22:30 - mmengine - INFO - Epoch(train) [127][1220/3757] lr: 2.061e-03 eta: 14:42:57 time: 0.253 data_time: 0.008 memory: 5036 grad_norm: 10.1147 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1283 loss: 2.1283 2022/06/27 00:22:35 - mmengine - INFO - Epoch(train) [127][1240/3757] lr: 2.061e-03 eta: 14:42:51 time: 0.250 data_time: 0.008 memory: 5036 grad_norm: 10.7811 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.0199 loss: 2.0199 2022/06/27 00:22:40 - mmengine - INFO - Epoch(train) [127][1260/3757] lr: 2.061e-03 eta: 14:42:46 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 9.1153 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8406 loss: 1.8406 2022/06/27 00:22:45 - mmengine - INFO - Epoch(train) [127][1280/3757] lr: 2.061e-03 eta: 14:42:41 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 9.9143 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2376 loss: 2.2376 2022/06/27 00:22:51 - mmengine - INFO - Epoch(train) [127][1300/3757] lr: 2.061e-03 eta: 14:42:36 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 8.8240 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.9769 loss: 1.9769 2022/06/27 00:22:56 - mmengine - INFO - Epoch(train) [127][1320/3757] lr: 2.061e-03 eta: 14:42:30 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 8.3363 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.9032 loss: 1.9032 2022/06/27 00:23:01 - mmengine - INFO - Epoch(train) [127][1340/3757] lr: 2.061e-03 eta: 14:42:25 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 10.5534 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.8836 loss: 1.8836 2022/06/27 00:23:06 - mmengine - INFO - Epoch(train) [127][1360/3757] lr: 2.061e-03 eta: 14:42:20 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 9.0305 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.1467 loss: 2.1467 2022/06/27 00:23:11 - mmengine - INFO - Epoch(train) [127][1380/3757] lr: 2.061e-03 eta: 14:42:14 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 9.6302 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.7435 loss: 1.7435 2022/06/27 00:23:17 - mmengine - INFO - Epoch(train) [127][1400/3757] lr: 2.061e-03 eta: 14:42:09 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 9.6313 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.5950 loss: 1.5950 2022/06/27 00:23:22 - mmengine - INFO - Epoch(train) [127][1420/3757] lr: 2.061e-03 eta: 14:42:04 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 9.3373 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.0567 loss: 2.0567 2022/06/27 00:23:27 - mmengine - INFO - Epoch(train) [127][1440/3757] lr: 2.061e-03 eta: 14:41:59 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.8909 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9841 loss: 1.9841 2022/06/27 00:23:33 - mmengine - INFO - Epoch(train) [127][1460/3757] lr: 2.061e-03 eta: 14:41:54 time: 0.647 data_time: 0.006 memory: 5036 grad_norm: 10.2489 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1203 loss: 2.1203 2022/06/27 00:23:38 - mmengine - INFO - Epoch(train) [127][1480/3757] lr: 2.061e-03 eta: 14:41:48 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 10.5791 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.8436 loss: 1.8436 2022/06/27 00:23:43 - mmengine - INFO - Epoch(train) [127][1500/3757] lr: 2.061e-03 eta: 14:41:43 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 9.1591 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.7659 loss: 1.7659 2022/06/27 00:23:49 - mmengine - INFO - Epoch(train) [127][1520/3757] lr: 2.061e-03 eta: 14:41:38 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 9.1753 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.6030 loss: 1.6030 2022/06/27 00:23:54 - mmengine - INFO - Epoch(train) [127][1540/3757] lr: 2.061e-03 eta: 14:41:33 time: 0.250 data_time: 0.007 memory: 5036 grad_norm: 11.1155 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8803 loss: 1.8803 2022/06/27 00:23:59 - mmengine - INFO - Epoch(train) [127][1560/3757] lr: 2.061e-03 eta: 14:41:27 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 8.5774 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8889 loss: 1.8889 2022/06/27 00:24:04 - mmengine - INFO - Epoch(train) [127][1580/3757] lr: 2.061e-03 eta: 14:41:22 time: 0.247 data_time: 0.006 memory: 5036 grad_norm: 11.0982 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.2954 loss: 2.2954 2022/06/27 00:24:09 - mmengine - INFO - Epoch(train) [127][1600/3757] lr: 2.061e-03 eta: 14:41:17 time: 0.255 data_time: 0.011 memory: 5036 grad_norm: 10.2465 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.2691 loss: 2.2691 2022/06/27 00:24:14 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 00:24:15 - mmengine - INFO - Epoch(train) [127][1620/3757] lr: 2.061e-03 eta: 14:41:11 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 9.8757 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6220 loss: 1.6220 2022/06/27 00:24:20 - mmengine - INFO - Epoch(train) [127][1640/3757] lr: 2.061e-03 eta: 14:41:06 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 8.5250 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5696 loss: 1.5696 2022/06/27 00:24:25 - mmengine - INFO - Epoch(train) [127][1660/3757] lr: 2.061e-03 eta: 14:41:01 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 9.0093 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5381 loss: 1.5381 2022/06/27 00:24:30 - mmengine - INFO - Epoch(train) [127][1680/3757] lr: 2.061e-03 eta: 14:40:55 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 8.0342 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0767 loss: 2.0767 2022/06/27 00:24:36 - mmengine - INFO - Epoch(train) [127][1700/3757] lr: 2.061e-03 eta: 14:40:50 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 9.8678 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9214 loss: 1.9214 2022/06/27 00:24:41 - mmengine - INFO - Epoch(train) [127][1720/3757] lr: 2.061e-03 eta: 14:40:45 time: 0.271 data_time: 0.006 memory: 5036 grad_norm: 9.7506 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9142 loss: 1.9142 2022/06/27 00:24:46 - mmengine - INFO - Epoch(train) [127][1740/3757] lr: 2.061e-03 eta: 14:40:40 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 9.2653 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9615 loss: 1.9615 2022/06/27 00:24:51 - mmengine - INFO - Epoch(train) [127][1760/3757] lr: 2.061e-03 eta: 14:40:34 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 8.8666 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.8483 loss: 1.8483 2022/06/27 00:24:57 - mmengine - INFO - Epoch(train) [127][1780/3757] lr: 2.061e-03 eta: 14:40:29 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 9.0726 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0666 loss: 2.0666 2022/06/27 00:25:02 - mmengine - INFO - Epoch(train) [127][1800/3757] lr: 2.061e-03 eta: 14:40:24 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 10.3011 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.1379 loss: 2.1379 2022/06/27 00:25:07 - mmengine - INFO - Epoch(train) [127][1820/3757] lr: 2.061e-03 eta: 14:40:19 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 10.5470 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3720 loss: 2.3720 2022/06/27 00:25:12 - mmengine - INFO - Epoch(train) [127][1840/3757] lr: 2.061e-03 eta: 14:40:13 time: 0.251 data_time: 0.007 memory: 5036 grad_norm: 8.4832 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 1.5234 loss: 1.5234 2022/06/27 00:25:17 - mmengine - INFO - Epoch(train) [127][1860/3757] lr: 2.061e-03 eta: 14:40:08 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 8.0391 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.5479 loss: 2.5479 2022/06/27 00:25:23 - mmengine - INFO - Epoch(train) [127][1880/3757] lr: 2.061e-03 eta: 14:40:03 time: 0.255 data_time: 0.010 memory: 5036 grad_norm: 9.7940 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9298 loss: 1.9298 2022/06/27 00:25:28 - mmengine - INFO - Epoch(train) [127][1900/3757] lr: 2.061e-03 eta: 14:39:57 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 10.1595 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7597 loss: 1.7597 2022/06/27 00:25:33 - mmengine - INFO - Epoch(train) [127][1920/3757] lr: 2.061e-03 eta: 14:39:52 time: 0.361 data_time: 0.022 memory: 5036 grad_norm: 8.1367 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8156 loss: 1.8156 2022/06/27 00:25:38 - mmengine - INFO - Epoch(train) [127][1940/3757] lr: 2.061e-03 eta: 14:39:47 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 10.3403 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8923 loss: 1.8923 2022/06/27 00:25:44 - mmengine - INFO - Epoch(train) [127][1960/3757] lr: 2.061e-03 eta: 14:39:42 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 8.7913 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7444 loss: 1.7444 2022/06/27 00:25:49 - mmengine - INFO - Epoch(train) [127][1980/3757] lr: 2.061e-03 eta: 14:39:36 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 10.0340 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.9148 loss: 1.9148 2022/06/27 00:25:54 - mmengine - INFO - Epoch(train) [127][2000/3757] lr: 2.061e-03 eta: 14:39:31 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 12.2623 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9322 loss: 1.9322 2022/06/27 00:25:59 - mmengine - INFO - Epoch(train) [127][2020/3757] lr: 2.061e-03 eta: 14:39:26 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 8.7673 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3955 loss: 2.3955 2022/06/27 00:26:05 - mmengine - INFO - Epoch(train) [127][2040/3757] lr: 2.061e-03 eta: 14:39:21 time: 0.251 data_time: 0.007 memory: 5036 grad_norm: 7.9058 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.2060 loss: 2.2060 2022/06/27 00:26:10 - mmengine - INFO - Epoch(train) [127][2060/3757] lr: 2.061e-03 eta: 14:39:15 time: 0.266 data_time: 0.006 memory: 5036 grad_norm: 8.4938 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.0297 loss: 2.0297 2022/06/27 00:26:15 - mmengine - INFO - Epoch(train) [127][2080/3757] lr: 2.061e-03 eta: 14:39:10 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 8.8960 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8262 loss: 1.8262 2022/06/27 00:26:20 - mmengine - INFO - Epoch(train) [127][2100/3757] lr: 2.061e-03 eta: 14:39:05 time: 0.262 data_time: 0.015 memory: 5036 grad_norm: 8.3321 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2123 loss: 2.2123 2022/06/27 00:26:25 - mmengine - INFO - Epoch(train) [127][2120/3757] lr: 2.061e-03 eta: 14:38:59 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 11.3687 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4884 loss: 2.4884 2022/06/27 00:26:30 - mmengine - INFO - Epoch(train) [127][2140/3757] lr: 2.061e-03 eta: 14:38:54 time: 0.252 data_time: 0.011 memory: 5036 grad_norm: 9.5607 top1_acc: 0.0000 top5_acc: 0.7500 loss_cls: 2.0780 loss: 2.0780 2022/06/27 00:26:36 - mmengine - INFO - Epoch(train) [127][2160/3757] lr: 2.061e-03 eta: 14:38:49 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 10.7097 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7530 loss: 1.7530 2022/06/27 00:26:41 - mmengine - INFO - Epoch(train) [127][2180/3757] lr: 2.061e-03 eta: 14:38:44 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 10.0450 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0176 loss: 2.0176 2022/06/27 00:26:46 - mmengine - INFO - Epoch(train) [127][2200/3757] lr: 2.061e-03 eta: 14:38:38 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 9.3525 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.3485 loss: 2.3485 2022/06/27 00:26:51 - mmengine - INFO - Epoch(train) [127][2220/3757] lr: 2.061e-03 eta: 14:38:33 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 8.4574 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.6448 loss: 1.6448 2022/06/27 00:26:57 - mmengine - INFO - Epoch(train) [127][2240/3757] lr: 2.061e-03 eta: 14:38:28 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 9.1909 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.6077 loss: 1.6077 2022/06/27 00:27:02 - mmengine - INFO - Epoch(train) [127][2260/3757] lr: 2.061e-03 eta: 14:38:23 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 10.2069 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7586 loss: 1.7586 2022/06/27 00:27:07 - mmengine - INFO - Epoch(train) [127][2280/3757] lr: 2.061e-03 eta: 14:38:17 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 11.2169 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.1630 loss: 2.1630 2022/06/27 00:27:12 - mmengine - INFO - Epoch(train) [127][2300/3757] lr: 2.061e-03 eta: 14:38:12 time: 0.265 data_time: 0.006 memory: 5036 grad_norm: 9.0868 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1790 loss: 2.1790 2022/06/27 00:27:18 - mmengine - INFO - Epoch(train) [127][2320/3757] lr: 2.061e-03 eta: 14:38:07 time: 0.268 data_time: 0.026 memory: 5036 grad_norm: 9.7514 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.8211 loss: 1.8211 2022/06/27 00:27:23 - mmengine - INFO - Epoch(train) [127][2340/3757] lr: 2.061e-03 eta: 14:38:01 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 8.9008 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.8766 loss: 1.8766 2022/06/27 00:27:28 - mmengine - INFO - Epoch(train) [127][2360/3757] lr: 2.061e-03 eta: 14:37:56 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 9.6316 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6810 loss: 1.6810 2022/06/27 00:27:33 - mmengine - INFO - Epoch(train) [127][2380/3757] lr: 2.061e-03 eta: 14:37:51 time: 0.265 data_time: 0.021 memory: 5036 grad_norm: 10.1616 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2434 loss: 2.2434 2022/06/27 00:27:38 - mmengine - INFO - Epoch(train) [127][2400/3757] lr: 2.061e-03 eta: 14:37:46 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 9.3570 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.8728 loss: 1.8728 2022/06/27 00:27:44 - mmengine - INFO - Epoch(train) [127][2420/3757] lr: 2.061e-03 eta: 14:37:40 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 8.8338 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9219 loss: 1.9219 2022/06/27 00:27:49 - mmengine - INFO - Epoch(train) [127][2440/3757] lr: 2.061e-03 eta: 14:37:35 time: 0.250 data_time: 0.004 memory: 5036 grad_norm: 9.8974 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.9052 loss: 1.9052 2022/06/27 00:27:54 - mmengine - INFO - Epoch(train) [127][2460/3757] lr: 2.061e-03 eta: 14:37:30 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 9.6281 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.7607 loss: 1.7607 2022/06/27 00:28:00 - mmengine - INFO - Epoch(train) [127][2480/3757] lr: 2.061e-03 eta: 14:37:25 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 10.3589 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7721 loss: 1.7721 2022/06/27 00:28:05 - mmengine - INFO - Epoch(train) [127][2500/3757] lr: 2.061e-03 eta: 14:37:19 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 8.6518 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.1096 loss: 2.1096 2022/06/27 00:28:10 - mmengine - INFO - Epoch(train) [127][2520/3757] lr: 2.061e-03 eta: 14:37:14 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 9.2612 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3484 loss: 2.3484 2022/06/27 00:28:15 - mmengine - INFO - Epoch(train) [127][2540/3757] lr: 2.061e-03 eta: 14:37:09 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 6.7227 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7375 loss: 1.7375 2022/06/27 00:28:21 - mmengine - INFO - Epoch(train) [127][2560/3757] lr: 2.061e-03 eta: 14:37:04 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 9.0495 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7928 loss: 1.7928 2022/06/27 00:28:26 - mmengine - INFO - Epoch(train) [127][2580/3757] lr: 2.061e-03 eta: 14:36:58 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 9.8191 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2460 loss: 2.2460 2022/06/27 00:28:31 - mmengine - INFO - Epoch(train) [127][2600/3757] lr: 2.061e-03 eta: 14:36:53 time: 0.256 data_time: 0.010 memory: 5036 grad_norm: 9.0581 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2913 loss: 2.2913 2022/06/27 00:28:36 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 00:28:36 - mmengine - INFO - Epoch(train) [127][2620/3757] lr: 2.061e-03 eta: 14:36:48 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 10.3696 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1832 loss: 2.1832 2022/06/27 00:28:41 - mmengine - INFO - Epoch(train) [127][2640/3757] lr: 2.061e-03 eta: 14:36:42 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 9.6811 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.5550 loss: 2.5550 2022/06/27 00:28:47 - mmengine - INFO - Epoch(train) [127][2660/3757] lr: 2.061e-03 eta: 14:36:37 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 9.6010 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.2995 loss: 2.2995 2022/06/27 00:28:52 - mmengine - INFO - Epoch(train) [127][2680/3757] lr: 2.061e-03 eta: 14:36:32 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 9.4586 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0352 loss: 2.0352 2022/06/27 00:28:57 - mmengine - INFO - Epoch(train) [127][2700/3757] lr: 2.061e-03 eta: 14:36:27 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 9.3839 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8289 loss: 1.8289 2022/06/27 00:29:02 - mmengine - INFO - Epoch(train) [127][2720/3757] lr: 2.061e-03 eta: 14:36:21 time: 0.250 data_time: 0.009 memory: 5036 grad_norm: 8.0138 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1581 loss: 2.1581 2022/06/27 00:29:07 - mmengine - INFO - Epoch(train) [127][2740/3757] lr: 2.061e-03 eta: 14:36:16 time: 0.259 data_time: 0.009 memory: 5036 grad_norm: 10.1607 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.8486 loss: 1.8486 2022/06/27 00:29:13 - mmengine - INFO - Epoch(train) [127][2760/3757] lr: 2.061e-03 eta: 14:36:11 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 12.0841 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.1033 loss: 2.1033 2022/06/27 00:29:18 - mmengine - INFO - Epoch(train) [127][2780/3757] lr: 2.061e-03 eta: 14:36:06 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 9.8506 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3712 loss: 2.3712 2022/06/27 00:29:24 - mmengine - INFO - Epoch(train) [127][2800/3757] lr: 2.061e-03 eta: 14:36:00 time: 0.267 data_time: 0.003 memory: 5036 grad_norm: 9.6244 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0125 loss: 2.0125 2022/06/27 00:29:29 - mmengine - INFO - Epoch(train) [127][2820/3757] lr: 2.061e-03 eta: 14:35:55 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 8.5008 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0827 loss: 2.0827 2022/06/27 00:29:34 - mmengine - INFO - Epoch(train) [127][2840/3757] lr: 2.061e-03 eta: 14:35:50 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 8.2044 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6778 loss: 1.6778 2022/06/27 00:29:39 - mmengine - INFO - Epoch(train) [127][2860/3757] lr: 2.061e-03 eta: 14:35:44 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 8.8920 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1581 loss: 2.1581 2022/06/27 00:29:44 - mmengine - INFO - Epoch(train) [127][2880/3757] lr: 2.061e-03 eta: 14:35:39 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 9.7210 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9354 loss: 1.9354 2022/06/27 00:29:49 - mmengine - INFO - Epoch(train) [127][2900/3757] lr: 2.061e-03 eta: 14:35:34 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 10.7262 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.0888 loss: 2.0888 2022/06/27 00:29:55 - mmengine - INFO - Epoch(train) [127][2920/3757] lr: 2.061e-03 eta: 14:35:29 time: 0.264 data_time: 0.007 memory: 5036 grad_norm: 11.1749 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2506 loss: 2.2506 2022/06/27 00:30:00 - mmengine - INFO - Epoch(train) [127][2940/3757] lr: 2.061e-03 eta: 14:35:23 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 8.1431 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.9945 loss: 1.9945 2022/06/27 00:30:06 - mmengine - INFO - Epoch(train) [127][2960/3757] lr: 2.061e-03 eta: 14:35:18 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 8.7786 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0078 loss: 2.0078 2022/06/27 00:30:11 - mmengine - INFO - Epoch(train) [127][2980/3757] lr: 2.061e-03 eta: 14:35:13 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 9.4868 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.5939 loss: 1.5939 2022/06/27 00:30:16 - mmengine - INFO - Epoch(train) [127][3000/3757] lr: 2.061e-03 eta: 14:35:08 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 9.9970 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.2413 loss: 2.2413 2022/06/27 00:30:21 - mmengine - INFO - Epoch(train) [127][3020/3757] lr: 2.061e-03 eta: 14:35:02 time: 0.249 data_time: 0.007 memory: 5036 grad_norm: 9.5432 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 2.2656 loss: 2.2656 2022/06/27 00:30:27 - mmengine - INFO - Epoch(train) [127][3040/3757] lr: 2.061e-03 eta: 14:34:57 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 9.7699 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7705 loss: 1.7705 2022/06/27 00:30:32 - mmengine - INFO - Epoch(train) [127][3060/3757] lr: 2.061e-03 eta: 14:34:52 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.9792 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9630 loss: 1.9630 2022/06/27 00:30:37 - mmengine - INFO - Epoch(train) [127][3080/3757] lr: 2.061e-03 eta: 14:34:47 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 8.4932 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8378 loss: 1.8378 2022/06/27 00:30:42 - mmengine - INFO - Epoch(train) [127][3100/3757] lr: 2.061e-03 eta: 14:34:41 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 9.7512 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1278 loss: 2.1278 2022/06/27 00:30:48 - mmengine - INFO - Epoch(train) [127][3120/3757] lr: 2.061e-03 eta: 14:34:36 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 8.5797 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9644 loss: 1.9644 2022/06/27 00:30:53 - mmengine - INFO - Epoch(train) [127][3140/3757] lr: 2.061e-03 eta: 14:34:31 time: 0.255 data_time: 0.008 memory: 5036 grad_norm: 11.0283 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.0782 loss: 2.0782 2022/06/27 00:30:58 - mmengine - INFO - Epoch(train) [127][3160/3757] lr: 2.061e-03 eta: 14:34:26 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 9.7022 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3254 loss: 2.3254 2022/06/27 00:31:04 - mmengine - INFO - Epoch(train) [127][3180/3757] lr: 2.061e-03 eta: 14:34:20 time: 0.427 data_time: 0.173 memory: 5036 grad_norm: 9.6305 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9739 loss: 1.9739 2022/06/27 00:31:09 - mmengine - INFO - Epoch(train) [127][3200/3757] lr: 2.061e-03 eta: 14:34:15 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 9.3994 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.9655 loss: 1.9655 2022/06/27 00:31:14 - mmengine - INFO - Epoch(train) [127][3220/3757] lr: 2.061e-03 eta: 14:34:10 time: 0.252 data_time: 0.010 memory: 5036 grad_norm: 8.8400 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3021 loss: 2.3021 2022/06/27 00:31:19 - mmengine - INFO - Epoch(train) [127][3240/3757] lr: 2.061e-03 eta: 14:34:04 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 10.5614 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9914 loss: 1.9914 2022/06/27 00:31:24 - mmengine - INFO - Epoch(train) [127][3260/3757] lr: 2.061e-03 eta: 14:33:59 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 9.3727 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.6477 loss: 2.6477 2022/06/27 00:31:29 - mmengine - INFO - Epoch(train) [127][3280/3757] lr: 2.061e-03 eta: 14:33:54 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 9.2255 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.1111 loss: 2.1111 2022/06/27 00:31:35 - mmengine - INFO - Epoch(train) [127][3300/3757] lr: 2.061e-03 eta: 14:33:49 time: 0.268 data_time: 0.006 memory: 5036 grad_norm: 10.4545 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3614 loss: 2.3614 2022/06/27 00:31:40 - mmengine - INFO - Epoch(train) [127][3320/3757] lr: 2.061e-03 eta: 14:33:44 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 9.3935 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.3901 loss: 2.3901 2022/06/27 00:31:46 - mmengine - INFO - Epoch(train) [127][3340/3757] lr: 2.061e-03 eta: 14:33:38 time: 0.260 data_time: 0.009 memory: 5036 grad_norm: 9.8026 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.0935 loss: 2.0935 2022/06/27 00:31:51 - mmengine - INFO - Epoch(train) [127][3360/3757] lr: 2.061e-03 eta: 14:33:33 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 7.6601 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8375 loss: 1.8375 2022/06/27 00:31:56 - mmengine - INFO - Epoch(train) [127][3380/3757] lr: 2.061e-03 eta: 14:33:28 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 8.5137 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3749 loss: 2.3749 2022/06/27 00:32:01 - mmengine - INFO - Epoch(train) [127][3400/3757] lr: 2.061e-03 eta: 14:33:22 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 8.9304 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0120 loss: 2.0120 2022/06/27 00:32:06 - mmengine - INFO - Epoch(train) [127][3420/3757] lr: 2.061e-03 eta: 14:33:17 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 9.5563 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.9259 loss: 1.9259 2022/06/27 00:32:12 - mmengine - INFO - Epoch(train) [127][3440/3757] lr: 2.061e-03 eta: 14:33:12 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 10.7904 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.0918 loss: 2.0918 2022/06/27 00:32:17 - mmengine - INFO - Epoch(train) [127][3460/3757] lr: 2.061e-03 eta: 14:33:07 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 9.0598 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1354 loss: 2.1354 2022/06/27 00:32:22 - mmengine - INFO - Epoch(train) [127][3480/3757] lr: 2.061e-03 eta: 14:33:01 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 10.3551 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2884 loss: 2.2884 2022/06/27 00:32:27 - mmengine - INFO - Epoch(train) [127][3500/3757] lr: 2.061e-03 eta: 14:32:56 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 9.3422 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9542 loss: 1.9542 2022/06/27 00:32:33 - mmengine - INFO - Epoch(train) [127][3520/3757] lr: 2.061e-03 eta: 14:32:51 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 8.6912 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.8596 loss: 1.8596 2022/06/27 00:32:38 - mmengine - INFO - Epoch(train) [127][3540/3757] lr: 2.061e-03 eta: 14:32:46 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 9.1362 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.7941 loss: 1.7941 2022/06/27 00:32:43 - mmengine - INFO - Epoch(train) [127][3560/3757] lr: 2.061e-03 eta: 14:32:40 time: 0.260 data_time: 0.009 memory: 5036 grad_norm: 10.9801 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.6000 loss: 1.6000 2022/06/27 00:32:48 - mmengine - INFO - Epoch(train) [127][3580/3757] lr: 2.061e-03 eta: 14:32:35 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 9.5579 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1849 loss: 2.1849 2022/06/27 00:32:54 - mmengine - INFO - Epoch(train) [127][3600/3757] lr: 2.061e-03 eta: 14:32:30 time: 0.331 data_time: 0.021 memory: 5036 grad_norm: 9.7316 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.2754 loss: 2.2754 2022/06/27 00:32:58 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 00:32:59 - mmengine - INFO - Epoch(train) [127][3620/3757] lr: 2.061e-03 eta: 14:32:25 time: 0.249 data_time: 0.008 memory: 5036 grad_norm: 10.2557 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.7380 loss: 1.7380 2022/06/27 00:33:04 - mmengine - INFO - Epoch(train) [127][3640/3757] lr: 2.061e-03 eta: 14:32:19 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 10.4224 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8250 loss: 1.8250 2022/06/27 00:33:09 - mmengine - INFO - Epoch(train) [127][3660/3757] lr: 2.061e-03 eta: 14:32:14 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 10.4930 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7971 loss: 1.7971 2022/06/27 00:33:15 - mmengine - INFO - Epoch(train) [127][3680/3757] lr: 2.061e-03 eta: 14:32:09 time: 0.264 data_time: 0.006 memory: 5036 grad_norm: 9.1785 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8735 loss: 1.8735 2022/06/27 00:33:20 - mmengine - INFO - Epoch(train) [127][3700/3757] lr: 2.061e-03 eta: 14:32:04 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 9.1586 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.0384 loss: 2.0384 2022/06/27 00:33:25 - mmengine - INFO - Epoch(train) [127][3720/3757] lr: 2.061e-03 eta: 14:31:58 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 10.0071 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.8530 loss: 1.8530 2022/06/27 00:33:30 - mmengine - INFO - Epoch(train) [127][3740/3757] lr: 2.061e-03 eta: 14:31:53 time: 0.238 data_time: 0.006 memory: 5036 grad_norm: 9.5963 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.4515 loss: 2.4515 2022/06/27 00:33:35 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 00:33:35 - mmengine - INFO - Saving checkpoint at 127 epochs 2022/06/27 00:33:47 - mmengine - INFO - Epoch(val) [127][20/310] eta: 0:01:40 time: 0.103 data_time: 0.001 memory: 5036 2022/06/27 00:33:52 - mmengine - INFO - Epoch(val) [127][40/310] eta: 0:01:31 time: 0.123 data_time: 0.021 memory: 1723 2022/06/27 00:33:57 - mmengine - INFO - Epoch(val) [127][60/310] eta: 0:00:26 time: 0.113 data_time: 0.011 memory: 1723 2022/06/27 00:34:01 - mmengine - INFO - Epoch(val) [127][80/310] eta: 0:00:24 time: 0.112 data_time: 0.004 memory: 1723 2022/06/27 00:34:08 - mmengine - INFO - Epoch(val) [127][100/310] eta: 0:01:17 time: 0.110 data_time: 0.002 memory: 1723 2022/06/27 00:34:14 - mmengine - INFO - Epoch(val) [127][120/310] eta: 0:01:12 time: 0.667 data_time: 0.551 memory: 1723 2022/06/27 00:34:18 - mmengine - INFO - Epoch(val) [127][140/310] eta: 0:00:30 time: 0.106 data_time: 0.004 memory: 1723 2022/06/27 00:34:23 - mmengine - INFO - Epoch(val) [127][160/310] eta: 0:00:36 time: 0.104 data_time: 0.001 memory: 1723 2022/06/27 00:34:28 - mmengine - INFO - Epoch(val) [127][180/310] eta: 0:00:27 time: 0.108 data_time: 0.002 memory: 1723 2022/06/27 00:34:34 - mmengine - INFO - Epoch(val) [127][200/310] eta: 0:00:35 time: 0.208 data_time: 0.106 memory: 1723 2022/06/27 00:34:39 - mmengine - INFO - Epoch(val) [127][220/310] eta: 0:00:23 time: 0.106 data_time: 0.005 memory: 1723 2022/06/27 00:34:43 - mmengine - INFO - Epoch(val) [127][240/310] eta: 0:00:15 time: 0.103 data_time: 0.001 memory: 1723 2022/06/27 00:34:49 - mmengine - INFO - Epoch(val) [127][260/310] eta: 0:00:13 time: 0.109 data_time: 0.002 memory: 1723 2022/06/27 00:34:54 - mmengine - INFO - Epoch(val) [127][280/310] eta: 0:00:07 time: 0.109 data_time: 0.002 memory: 1723 2022/06/27 00:34:57 - mmengine - INFO - Epoch(val) [127][300/310] eta: 0:00:01 time: 0.102 data_time: 0.001 memory: 1723 2022/06/27 00:34:59 - mmengine - INFO - Epoch(val) [127][310/310] acc/top1: 0.5778 acc/top5: 0.8038 acc/mean1: 0.5778 2022/06/27 00:35:08 - mmengine - INFO - Epoch(train) [128][20/3757] lr: 1.991e-03 eta: 14:31:44 time: 0.267 data_time: 0.003 memory: 5036 grad_norm: 10.3809 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2504 loss: 2.2504 2022/06/27 00:35:14 - mmengine - INFO - Epoch(train) [128][40/3757] lr: 1.991e-03 eta: 14:31:39 time: 0.387 data_time: 0.004 memory: 5036 grad_norm: 9.0161 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.7692 loss: 1.7692 2022/06/27 00:35:19 - mmengine - INFO - Epoch(train) [128][60/3757] lr: 1.991e-03 eta: 14:31:34 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 10.0465 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3036 loss: 2.3036 2022/06/27 00:35:25 - mmengine - INFO - Epoch(train) [128][80/3757] lr: 1.991e-03 eta: 14:31:28 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 9.5435 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5732 loss: 1.5732 2022/06/27 00:35:30 - mmengine - INFO - Epoch(train) [128][100/3757] lr: 1.991e-03 eta: 14:31:23 time: 0.251 data_time: 0.004 memory: 5036 grad_norm: 9.4738 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9803 loss: 1.9803 2022/06/27 00:35:35 - mmengine - INFO - Epoch(train) [128][120/3757] lr: 1.991e-03 eta: 14:31:18 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 11.4061 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.8757 loss: 1.8757 2022/06/27 00:35:40 - mmengine - INFO - Epoch(train) [128][140/3757] lr: 1.991e-03 eta: 14:31:13 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 9.2425 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7455 loss: 1.7455 2022/06/27 00:35:46 - mmengine - INFO - Epoch(train) [128][160/3757] lr: 1.991e-03 eta: 14:31:08 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 8.5422 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1044 loss: 2.1044 2022/06/27 00:35:51 - mmengine - INFO - Epoch(train) [128][180/3757] lr: 1.991e-03 eta: 14:31:02 time: 0.281 data_time: 0.033 memory: 5036 grad_norm: 10.0723 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4948 loss: 1.4948 2022/06/27 00:35:56 - mmengine - INFO - Epoch(train) [128][200/3757] lr: 1.991e-03 eta: 14:30:57 time: 0.272 data_time: 0.003 memory: 5036 grad_norm: 8.9906 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8024 loss: 1.8024 2022/06/27 00:36:02 - mmengine - INFO - Epoch(train) [128][220/3757] lr: 1.991e-03 eta: 14:30:52 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 10.4310 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0146 loss: 2.0146 2022/06/27 00:36:07 - mmengine - INFO - Epoch(train) [128][240/3757] lr: 1.991e-03 eta: 14:30:47 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 8.9226 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.0752 loss: 2.0752 2022/06/27 00:36:12 - mmengine - INFO - Epoch(train) [128][260/3757] lr: 1.991e-03 eta: 14:30:41 time: 0.261 data_time: 0.018 memory: 5036 grad_norm: 8.2674 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.9103 loss: 1.9103 2022/06/27 00:36:18 - mmengine - INFO - Epoch(train) [128][280/3757] lr: 1.991e-03 eta: 14:30:36 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 9.3035 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8865 loss: 1.8865 2022/06/27 00:36:23 - mmengine - INFO - Epoch(train) [128][300/3757] lr: 1.991e-03 eta: 14:30:31 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 8.5461 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.9297 loss: 1.9297 2022/06/27 00:36:28 - mmengine - INFO - Epoch(train) [128][320/3757] lr: 1.991e-03 eta: 14:30:26 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 9.6133 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8525 loss: 1.8525 2022/06/27 00:36:34 - mmengine - INFO - Epoch(train) [128][340/3757] lr: 1.991e-03 eta: 14:30:20 time: 0.337 data_time: 0.024 memory: 5036 grad_norm: 10.4944 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.9969 loss: 1.9969 2022/06/27 00:36:39 - mmengine - INFO - Epoch(train) [128][360/3757] lr: 1.991e-03 eta: 14:30:15 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 9.9301 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.6282 loss: 1.6282 2022/06/27 00:36:45 - mmengine - INFO - Epoch(train) [128][380/3757] lr: 1.991e-03 eta: 14:30:10 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 8.3732 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7756 loss: 1.7756 2022/06/27 00:36:50 - mmengine - INFO - Epoch(train) [128][400/3757] lr: 1.991e-03 eta: 14:30:05 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 8.0598 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.9404 loss: 1.9404 2022/06/27 00:36:55 - mmengine - INFO - Epoch(train) [128][420/3757] lr: 1.991e-03 eta: 14:30:00 time: 0.281 data_time: 0.034 memory: 5036 grad_norm: 9.3719 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.2532 loss: 2.2532 2022/06/27 00:37:00 - mmengine - INFO - Epoch(train) [128][440/3757] lr: 1.991e-03 eta: 14:29:54 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 8.9899 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0743 loss: 2.0743 2022/06/27 00:37:06 - mmengine - INFO - Epoch(train) [128][460/3757] lr: 1.991e-03 eta: 14:29:49 time: 0.251 data_time: 0.009 memory: 5036 grad_norm: 8.6802 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.0168 loss: 2.0168 2022/06/27 00:37:11 - mmengine - INFO - Epoch(train) [128][480/3757] lr: 1.991e-03 eta: 14:29:44 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 9.5854 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.8810 loss: 1.8810 2022/06/27 00:37:16 - mmengine - INFO - Epoch(train) [128][500/3757] lr: 1.991e-03 eta: 14:29:39 time: 0.254 data_time: 0.013 memory: 5036 grad_norm: 9.2594 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.3574 loss: 2.3574 2022/06/27 00:37:21 - mmengine - INFO - Epoch(train) [128][520/3757] lr: 1.991e-03 eta: 14:29:33 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 8.5056 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.6684 loss: 1.6684 2022/06/27 00:37:27 - mmengine - INFO - Epoch(train) [128][540/3757] lr: 1.991e-03 eta: 14:29:28 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 9.8295 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0090 loss: 2.0090 2022/06/27 00:37:32 - mmengine - INFO - Epoch(train) [128][560/3757] lr: 1.991e-03 eta: 14:29:23 time: 0.266 data_time: 0.014 memory: 5036 grad_norm: 11.3812 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0286 loss: 2.0286 2022/06/27 00:37:37 - mmengine - INFO - Epoch(train) [128][580/3757] lr: 1.991e-03 eta: 14:29:18 time: 0.273 data_time: 0.006 memory: 5036 grad_norm: 11.8196 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.6955 loss: 1.6955 2022/06/27 00:37:43 - mmengine - INFO - Epoch(train) [128][600/3757] lr: 1.991e-03 eta: 14:29:12 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 10.9385 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1682 loss: 2.1682 2022/06/27 00:37:48 - mmengine - INFO - Epoch(train) [128][620/3757] lr: 1.991e-03 eta: 14:29:07 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 9.1352 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7093 loss: 1.7093 2022/06/27 00:37:53 - mmengine - INFO - Epoch(train) [128][640/3757] lr: 1.991e-03 eta: 14:29:02 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 10.7302 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2522 loss: 2.2522 2022/06/27 00:37:58 - mmengine - INFO - Epoch(train) [128][660/3757] lr: 1.991e-03 eta: 14:28:56 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 10.4510 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7689 loss: 1.7689 2022/06/27 00:38:03 - mmengine - INFO - Epoch(train) [128][680/3757] lr: 1.991e-03 eta: 14:28:51 time: 0.262 data_time: 0.009 memory: 5036 grad_norm: 11.2963 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5045 loss: 2.5045 2022/06/27 00:38:09 - mmengine - INFO - Epoch(train) [128][700/3757] lr: 1.991e-03 eta: 14:28:46 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 9.4541 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.0864 loss: 2.0864 2022/06/27 00:38:14 - mmengine - INFO - Epoch(train) [128][720/3757] lr: 1.991e-03 eta: 14:28:41 time: 0.328 data_time: 0.007 memory: 5036 grad_norm: 9.6062 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.6206 loss: 1.6206 2022/06/27 00:38:19 - mmengine - INFO - Epoch(train) [128][740/3757] lr: 1.991e-03 eta: 14:28:35 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 9.6484 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.0305 loss: 2.0305 2022/06/27 00:38:24 - mmengine - INFO - Epoch(train) [128][760/3757] lr: 1.991e-03 eta: 14:28:30 time: 0.272 data_time: 0.008 memory: 5036 grad_norm: 8.8983 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8195 loss: 1.8195 2022/06/27 00:38:30 - mmengine - INFO - Epoch(train) [128][780/3757] lr: 1.991e-03 eta: 14:28:25 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 9.7484 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2581 loss: 2.2581 2022/06/27 00:38:35 - mmengine - INFO - Epoch(train) [128][800/3757] lr: 1.991e-03 eta: 14:28:19 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 10.1907 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.6353 loss: 2.6353 2022/06/27 00:38:40 - mmengine - INFO - Epoch(train) [128][820/3757] lr: 1.991e-03 eta: 14:28:14 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 8.3621 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9907 loss: 1.9907 2022/06/27 00:38:45 - mmengine - INFO - Epoch(train) [128][840/3757] lr: 1.991e-03 eta: 14:28:09 time: 0.274 data_time: 0.007 memory: 5036 grad_norm: 9.8808 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3969 loss: 2.3969 2022/06/27 00:38:50 - mmengine - INFO - Epoch(train) [128][860/3757] lr: 1.991e-03 eta: 14:28:04 time: 0.248 data_time: 0.004 memory: 5036 grad_norm: 9.3587 top1_acc: 0.0000 top5_acc: 0.2500 loss_cls: 2.3989 loss: 2.3989 2022/06/27 00:38:51 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 00:38:56 - mmengine - INFO - Epoch(train) [128][880/3757] lr: 1.991e-03 eta: 14:27:58 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 9.9522 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.6177 loss: 1.6177 2022/06/27 00:39:01 - mmengine - INFO - Epoch(train) [128][900/3757] lr: 1.991e-03 eta: 14:27:53 time: 0.249 data_time: 0.009 memory: 5036 grad_norm: 10.6660 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8476 loss: 1.8476 2022/06/27 00:39:06 - mmengine - INFO - Epoch(train) [128][920/3757] lr: 1.991e-03 eta: 14:27:48 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 8.8503 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8613 loss: 1.8613 2022/06/27 00:39:11 - mmengine - INFO - Epoch(train) [128][940/3757] lr: 1.991e-03 eta: 14:27:43 time: 0.255 data_time: 0.004 memory: 5036 grad_norm: 8.2962 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.0436 loss: 2.0436 2022/06/27 00:39:17 - mmengine - INFO - Epoch(train) [128][960/3757] lr: 1.991e-03 eta: 14:27:37 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 9.8544 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.3417 loss: 2.3417 2022/06/27 00:39:22 - mmengine - INFO - Epoch(train) [128][980/3757] lr: 1.991e-03 eta: 14:27:32 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 8.1556 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0262 loss: 2.0262 2022/06/27 00:39:27 - mmengine - INFO - Epoch(train) [128][1000/3757] lr: 1.991e-03 eta: 14:27:27 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 9.6609 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 1.8702 loss: 1.8702 2022/06/27 00:39:33 - mmengine - INFO - Epoch(train) [128][1020/3757] lr: 1.991e-03 eta: 14:27:22 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 7.8204 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2005 loss: 2.2005 2022/06/27 00:39:38 - mmengine - INFO - Epoch(train) [128][1040/3757] lr: 1.991e-03 eta: 14:27:16 time: 0.251 data_time: 0.009 memory: 5036 grad_norm: 8.8901 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4434 loss: 2.4434 2022/06/27 00:39:43 - mmengine - INFO - Epoch(train) [128][1060/3757] lr: 1.991e-03 eta: 14:27:11 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 8.5577 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7916 loss: 1.7916 2022/06/27 00:39:49 - mmengine - INFO - Epoch(train) [128][1080/3757] lr: 1.991e-03 eta: 14:27:06 time: 0.278 data_time: 0.003 memory: 5036 grad_norm: 10.0167 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 1.9573 loss: 1.9573 2022/06/27 00:39:54 - mmengine - INFO - Epoch(train) [128][1100/3757] lr: 1.991e-03 eta: 14:27:01 time: 0.278 data_time: 0.009 memory: 5036 grad_norm: 9.1313 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.9240 loss: 1.9240 2022/06/27 00:39:59 - mmengine - INFO - Epoch(train) [128][1120/3757] lr: 1.991e-03 eta: 14:26:55 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 11.3553 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2272 loss: 2.2272 2022/06/27 00:40:05 - mmengine - INFO - Epoch(train) [128][1140/3757] lr: 1.991e-03 eta: 14:26:50 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 10.1329 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0646 loss: 2.0646 2022/06/27 00:40:10 - mmengine - INFO - Epoch(train) [128][1160/3757] lr: 1.991e-03 eta: 14:26:45 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 10.1534 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4744 loss: 2.4744 2022/06/27 00:40:15 - mmengine - INFO - Epoch(train) [128][1180/3757] lr: 1.991e-03 eta: 14:26:40 time: 0.257 data_time: 0.008 memory: 5036 grad_norm: 9.2210 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3395 loss: 2.3395 2022/06/27 00:40:21 - mmengine - INFO - Epoch(train) [128][1200/3757] lr: 1.991e-03 eta: 14:26:35 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 10.5265 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.0652 loss: 2.0652 2022/06/27 00:40:26 - mmengine - INFO - Epoch(train) [128][1220/3757] lr: 1.991e-03 eta: 14:26:29 time: 0.258 data_time: 0.010 memory: 5036 grad_norm: 7.8631 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7046 loss: 1.7046 2022/06/27 00:40:31 - mmengine - INFO - Epoch(train) [128][1240/3757] lr: 1.991e-03 eta: 14:26:24 time: 0.264 data_time: 0.006 memory: 5036 grad_norm: 9.7687 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.9196 loss: 1.9196 2022/06/27 00:40:36 - mmengine - INFO - Epoch(train) [128][1260/3757] lr: 1.991e-03 eta: 14:26:19 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 8.2293 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8557 loss: 1.8557 2022/06/27 00:40:42 - mmengine - INFO - Epoch(train) [128][1280/3757] lr: 1.991e-03 eta: 14:26:13 time: 0.264 data_time: 0.009 memory: 5036 grad_norm: 10.0270 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5522 loss: 1.5522 2022/06/27 00:40:47 - mmengine - INFO - Epoch(train) [128][1300/3757] lr: 1.991e-03 eta: 14:26:08 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 9.3933 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9315 loss: 1.9315 2022/06/27 00:40:52 - mmengine - INFO - Epoch(train) [128][1320/3757] lr: 1.991e-03 eta: 14:26:03 time: 0.253 data_time: 0.012 memory: 5036 grad_norm: 8.7502 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0157 loss: 2.0157 2022/06/27 00:40:57 - mmengine - INFO - Epoch(train) [128][1340/3757] lr: 1.991e-03 eta: 14:25:58 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 9.4509 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2115 loss: 2.2115 2022/06/27 00:41:02 - mmengine - INFO - Epoch(train) [128][1360/3757] lr: 1.991e-03 eta: 14:25:52 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 11.0108 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0404 loss: 2.0404 2022/06/27 00:41:08 - mmengine - INFO - Epoch(train) [128][1380/3757] lr: 1.991e-03 eta: 14:25:47 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 7.2820 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9735 loss: 1.9735 2022/06/27 00:41:13 - mmengine - INFO - Epoch(train) [128][1400/3757] lr: 1.991e-03 eta: 14:25:42 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 10.9825 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.1826 loss: 2.1826 2022/06/27 00:41:19 - mmengine - INFO - Epoch(train) [128][1420/3757] lr: 1.991e-03 eta: 14:25:37 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 9.0181 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.9094 loss: 1.9094 2022/06/27 00:41:24 - mmengine - INFO - Epoch(train) [128][1440/3757] lr: 1.991e-03 eta: 14:25:31 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 10.3342 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.8781 loss: 1.8781 2022/06/27 00:41:29 - mmengine - INFO - Epoch(train) [128][1460/3757] lr: 1.991e-03 eta: 14:25:26 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 9.5949 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9911 loss: 1.9911 2022/06/27 00:41:34 - mmengine - INFO - Epoch(train) [128][1480/3757] lr: 1.991e-03 eta: 14:25:21 time: 0.316 data_time: 0.013 memory: 5036 grad_norm: 8.2495 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.9315 loss: 1.9315 2022/06/27 00:41:40 - mmengine - INFO - Epoch(train) [128][1500/3757] lr: 1.991e-03 eta: 14:25:16 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 10.6657 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1128 loss: 2.1128 2022/06/27 00:41:45 - mmengine - INFO - Epoch(train) [128][1520/3757] lr: 1.991e-03 eta: 14:25:10 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.5595 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.5810 loss: 1.5810 2022/06/27 00:41:50 - mmengine - INFO - Epoch(train) [128][1540/3757] lr: 1.991e-03 eta: 14:25:05 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 9.7162 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3555 loss: 2.3555 2022/06/27 00:41:56 - mmengine - INFO - Epoch(train) [128][1560/3757] lr: 1.991e-03 eta: 14:25:00 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 10.0594 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3761 loss: 2.3761 2022/06/27 00:42:01 - mmengine - INFO - Epoch(train) [128][1580/3757] lr: 1.991e-03 eta: 14:24:55 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 9.1156 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1582 loss: 2.1582 2022/06/27 00:42:06 - mmengine - INFO - Epoch(train) [128][1600/3757] lr: 1.991e-03 eta: 14:24:49 time: 0.251 data_time: 0.007 memory: 5036 grad_norm: 10.8694 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 1.8540 loss: 1.8540 2022/06/27 00:42:11 - mmengine - INFO - Epoch(train) [128][1620/3757] lr: 1.991e-03 eta: 14:24:44 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 9.1862 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7842 loss: 1.7842 2022/06/27 00:42:17 - mmengine - INFO - Epoch(train) [128][1640/3757] lr: 1.991e-03 eta: 14:24:39 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 8.6460 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9408 loss: 1.9408 2022/06/27 00:42:22 - mmengine - INFO - Epoch(train) [128][1660/3757] lr: 1.991e-03 eta: 14:24:34 time: 0.267 data_time: 0.006 memory: 5036 grad_norm: 8.5306 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8232 loss: 1.8232 2022/06/27 00:42:27 - mmengine - INFO - Epoch(train) [128][1680/3757] lr: 1.991e-03 eta: 14:24:28 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 9.1289 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.2458 loss: 2.2458 2022/06/27 00:42:32 - mmengine - INFO - Epoch(train) [128][1700/3757] lr: 1.991e-03 eta: 14:24:23 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 10.9074 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0991 loss: 2.0991 2022/06/27 00:42:38 - mmengine - INFO - Epoch(train) [128][1720/3757] lr: 1.991e-03 eta: 14:24:18 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 7.8453 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4619 loss: 2.4619 2022/06/27 00:42:43 - mmengine - INFO - Epoch(train) [128][1740/3757] lr: 1.991e-03 eta: 14:24:12 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 10.5221 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.0323 loss: 2.0323 2022/06/27 00:42:48 - mmengine - INFO - Epoch(train) [128][1760/3757] lr: 1.991e-03 eta: 14:24:07 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 10.0623 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.8395 loss: 1.8395 2022/06/27 00:42:53 - mmengine - INFO - Epoch(train) [128][1780/3757] lr: 1.991e-03 eta: 14:24:02 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 9.9773 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7208 loss: 1.7208 2022/06/27 00:42:58 - mmengine - INFO - Epoch(train) [128][1800/3757] lr: 1.991e-03 eta: 14:23:57 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 9.3619 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9314 loss: 1.9314 2022/06/27 00:43:04 - mmengine - INFO - Epoch(train) [128][1820/3757] lr: 1.991e-03 eta: 14:23:51 time: 0.254 data_time: 0.012 memory: 5036 grad_norm: 10.5044 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0053 loss: 2.0053 2022/06/27 00:43:09 - mmengine - INFO - Epoch(train) [128][1840/3757] lr: 1.991e-03 eta: 14:23:46 time: 0.273 data_time: 0.006 memory: 5036 grad_norm: 9.6555 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2313 loss: 2.2313 2022/06/27 00:43:14 - mmengine - INFO - Epoch(train) [128][1860/3757] lr: 1.991e-03 eta: 14:23:41 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 10.4424 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9359 loss: 1.9359 2022/06/27 00:43:15 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 00:43:20 - mmengine - INFO - Epoch(train) [128][1880/3757] lr: 1.991e-03 eta: 14:23:36 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 7.5922 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.9329 loss: 1.9329 2022/06/27 00:43:25 - mmengine - INFO - Epoch(train) [128][1900/3757] lr: 1.991e-03 eta: 14:23:30 time: 0.263 data_time: 0.019 memory: 5036 grad_norm: 9.1897 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.7162 loss: 1.7162 2022/06/27 00:43:30 - mmengine - INFO - Epoch(train) [128][1920/3757] lr: 1.991e-03 eta: 14:23:25 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 10.1686 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.8434 loss: 1.8434 2022/06/27 00:43:35 - mmengine - INFO - Epoch(train) [128][1940/3757] lr: 1.991e-03 eta: 14:23:20 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 7.6724 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.2061 loss: 2.2061 2022/06/27 00:43:41 - mmengine - INFO - Epoch(train) [128][1960/3757] lr: 1.991e-03 eta: 14:23:15 time: 0.266 data_time: 0.003 memory: 5036 grad_norm: 9.2132 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4804 loss: 1.4804 2022/06/27 00:43:46 - mmengine - INFO - Epoch(train) [128][1980/3757] lr: 1.991e-03 eta: 14:23:09 time: 0.268 data_time: 0.022 memory: 5036 grad_norm: 7.5952 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1724 loss: 2.1724 2022/06/27 00:43:51 - mmengine - INFO - Epoch(train) [128][2000/3757] lr: 1.991e-03 eta: 14:23:04 time: 0.269 data_time: 0.003 memory: 5036 grad_norm: 10.4275 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0115 loss: 2.0115 2022/06/27 00:43:57 - mmengine - INFO - Epoch(train) [128][2020/3757] lr: 1.991e-03 eta: 14:22:59 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 10.7871 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6836 loss: 1.6836 2022/06/27 00:44:02 - mmengine - INFO - Epoch(train) [128][2040/3757] lr: 1.991e-03 eta: 14:22:54 time: 0.255 data_time: 0.010 memory: 5036 grad_norm: 10.2288 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2816 loss: 2.2816 2022/06/27 00:44:08 - mmengine - INFO - Epoch(train) [128][2060/3757] lr: 1.991e-03 eta: 14:22:49 time: 0.269 data_time: 0.016 memory: 5036 grad_norm: 9.9577 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.9220 loss: 1.9220 2022/06/27 00:44:13 - mmengine - INFO - Epoch(train) [128][2080/3757] lr: 1.991e-03 eta: 14:22:43 time: 0.269 data_time: 0.009 memory: 5036 grad_norm: 9.1751 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8370 loss: 1.8370 2022/06/27 00:44:18 - mmengine - INFO - Epoch(train) [128][2100/3757] lr: 1.991e-03 eta: 14:22:38 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 9.1653 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1715 loss: 2.1715 2022/06/27 00:44:23 - mmengine - INFO - Epoch(train) [128][2120/3757] lr: 1.991e-03 eta: 14:22:33 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 8.6499 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0987 loss: 2.0987 2022/06/27 00:44:29 - mmengine - INFO - Epoch(train) [128][2140/3757] lr: 1.991e-03 eta: 14:22:28 time: 0.263 data_time: 0.007 memory: 5036 grad_norm: 9.8429 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2037 loss: 2.2037 2022/06/27 00:44:34 - mmengine - INFO - Epoch(train) [128][2160/3757] lr: 1.991e-03 eta: 14:22:22 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 10.2966 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.0568 loss: 2.0568 2022/06/27 00:44:39 - mmengine - INFO - Epoch(train) [128][2180/3757] lr: 1.991e-03 eta: 14:22:17 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 9.5698 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.1311 loss: 2.1311 2022/06/27 00:44:45 - mmengine - INFO - Epoch(train) [128][2200/3757] lr: 1.991e-03 eta: 14:22:12 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 7.9112 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1164 loss: 2.1164 2022/06/27 00:44:50 - mmengine - INFO - Epoch(train) [128][2220/3757] lr: 1.991e-03 eta: 14:22:07 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 8.9932 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3771 loss: 2.3771 2022/06/27 00:44:55 - mmengine - INFO - Epoch(train) [128][2240/3757] lr: 1.991e-03 eta: 14:22:01 time: 0.274 data_time: 0.022 memory: 5036 grad_norm: 10.9590 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.8171 loss: 1.8171 2022/06/27 00:45:00 - mmengine - INFO - Epoch(train) [128][2260/3757] lr: 1.991e-03 eta: 14:21:56 time: 0.250 data_time: 0.007 memory: 5036 grad_norm: 9.3195 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8292 loss: 1.8292 2022/06/27 00:45:06 - mmengine - INFO - Epoch(train) [128][2280/3757] lr: 1.991e-03 eta: 14:21:51 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 11.1782 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2859 loss: 2.2859 2022/06/27 00:45:11 - mmengine - INFO - Epoch(train) [128][2300/3757] lr: 1.991e-03 eta: 14:21:45 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 8.1296 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7562 loss: 1.7562 2022/06/27 00:45:16 - mmengine - INFO - Epoch(train) [128][2320/3757] lr: 1.991e-03 eta: 14:21:40 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 9.2663 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8602 loss: 1.8602 2022/06/27 00:45:21 - mmengine - INFO - Epoch(train) [128][2340/3757] lr: 1.991e-03 eta: 14:21:35 time: 0.251 data_time: 0.007 memory: 5036 grad_norm: 9.8688 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0470 loss: 2.0470 2022/06/27 00:45:26 - mmengine - INFO - Epoch(train) [128][2360/3757] lr: 1.991e-03 eta: 14:21:30 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 10.3319 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0706 loss: 2.0706 2022/06/27 00:45:32 - mmengine - INFO - Epoch(train) [128][2380/3757] lr: 1.991e-03 eta: 14:21:24 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 8.6348 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8693 loss: 1.8693 2022/06/27 00:45:37 - mmengine - INFO - Epoch(train) [128][2400/3757] lr: 1.991e-03 eta: 14:21:19 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 9.9498 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.9601 loss: 1.9601 2022/06/27 00:45:42 - mmengine - INFO - Epoch(train) [128][2420/3757] lr: 1.991e-03 eta: 14:21:14 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 10.3421 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3280 loss: 2.3280 2022/06/27 00:45:47 - mmengine - INFO - Epoch(train) [128][2440/3757] lr: 1.991e-03 eta: 14:21:08 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 9.1784 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.7101 loss: 1.7101 2022/06/27 00:45:52 - mmengine - INFO - Epoch(train) [128][2460/3757] lr: 1.991e-03 eta: 14:21:03 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 8.7704 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3578 loss: 2.3578 2022/06/27 00:45:58 - mmengine - INFO - Epoch(train) [128][2480/3757] lr: 1.991e-03 eta: 14:20:58 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 8.9009 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.0681 loss: 2.0681 2022/06/27 00:46:03 - mmengine - INFO - Epoch(train) [128][2500/3757] lr: 1.991e-03 eta: 14:20:53 time: 0.254 data_time: 0.012 memory: 5036 grad_norm: 9.5269 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1920 loss: 2.1920 2022/06/27 00:46:08 - mmengine - INFO - Epoch(train) [128][2520/3757] lr: 1.991e-03 eta: 14:20:47 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 9.8929 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.3033 loss: 2.3033 2022/06/27 00:46:13 - mmengine - INFO - Epoch(train) [128][2540/3757] lr: 1.991e-03 eta: 14:20:42 time: 0.278 data_time: 0.003 memory: 5036 grad_norm: 10.9564 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9089 loss: 1.9089 2022/06/27 00:46:18 - mmengine - INFO - Epoch(train) [128][2560/3757] lr: 1.991e-03 eta: 14:20:37 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 9.9409 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8327 loss: 1.8327 2022/06/27 00:46:24 - mmengine - INFO - Epoch(train) [128][2580/3757] lr: 1.991e-03 eta: 14:20:32 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 9.3597 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.9743 loss: 1.9743 2022/06/27 00:46:29 - mmengine - INFO - Epoch(train) [128][2600/3757] lr: 1.991e-03 eta: 14:20:26 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 9.4937 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0876 loss: 2.0876 2022/06/27 00:46:34 - mmengine - INFO - Epoch(train) [128][2620/3757] lr: 1.991e-03 eta: 14:20:21 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 10.1402 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2484 loss: 2.2484 2022/06/27 00:46:40 - mmengine - INFO - Epoch(train) [128][2640/3757] lr: 1.991e-03 eta: 14:20:16 time: 0.250 data_time: 0.009 memory: 5036 grad_norm: 8.9371 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0362 loss: 2.0362 2022/06/27 00:46:45 - mmengine - INFO - Epoch(train) [128][2660/3757] lr: 1.991e-03 eta: 14:20:11 time: 0.300 data_time: 0.039 memory: 5036 grad_norm: 9.9544 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.8721 loss: 1.8721 2022/06/27 00:46:50 - mmengine - INFO - Epoch(train) [128][2680/3757] lr: 1.991e-03 eta: 14:20:05 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 8.6773 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.0492 loss: 2.0492 2022/06/27 00:46:56 - mmengine - INFO - Epoch(train) [128][2700/3757] lr: 1.991e-03 eta: 14:20:00 time: 0.251 data_time: 0.008 memory: 5036 grad_norm: 9.1567 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2038 loss: 2.2038 2022/06/27 00:47:01 - mmengine - INFO - Epoch(train) [128][2720/3757] lr: 1.991e-03 eta: 14:19:55 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 10.6394 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9845 loss: 1.9845 2022/06/27 00:47:06 - mmengine - INFO - Epoch(train) [128][2740/3757] lr: 1.991e-03 eta: 14:19:50 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 8.4887 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0053 loss: 2.0053 2022/06/27 00:47:11 - mmengine - INFO - Epoch(train) [128][2760/3757] lr: 1.991e-03 eta: 14:19:44 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 10.0136 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7867 loss: 1.7867 2022/06/27 00:47:16 - mmengine - INFO - Epoch(train) [128][2780/3757] lr: 1.991e-03 eta: 14:19:39 time: 0.268 data_time: 0.006 memory: 5036 grad_norm: 8.8609 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.0787 loss: 2.0787 2022/06/27 00:47:22 - mmengine - INFO - Epoch(train) [128][2800/3757] lr: 1.991e-03 eta: 14:19:34 time: 0.250 data_time: 0.007 memory: 5036 grad_norm: 9.7010 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8451 loss: 1.8451 2022/06/27 00:47:27 - mmengine - INFO - Epoch(train) [128][2820/3757] lr: 1.991e-03 eta: 14:19:28 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 9.0056 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.8157 loss: 1.8157 2022/06/27 00:47:32 - mmengine - INFO - Epoch(train) [128][2840/3757] lr: 1.991e-03 eta: 14:19:23 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 9.5719 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8735 loss: 1.8735 2022/06/27 00:47:37 - mmengine - INFO - Epoch(train) [128][2860/3757] lr: 1.991e-03 eta: 14:19:18 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 11.8207 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7436 loss: 1.7436 2022/06/27 00:47:38 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 00:47:42 - mmengine - INFO - Epoch(train) [128][2880/3757] lr: 1.991e-03 eta: 14:19:13 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 7.8915 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.8497 loss: 1.8497 2022/06/27 00:47:48 - mmengine - INFO - Epoch(train) [128][2900/3757] lr: 1.991e-03 eta: 14:19:07 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 9.5194 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.8254 loss: 1.8254 2022/06/27 00:47:53 - mmengine - INFO - Epoch(train) [128][2920/3757] lr: 1.991e-03 eta: 14:19:02 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 9.3667 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2416 loss: 2.2416 2022/06/27 00:47:58 - mmengine - INFO - Epoch(train) [128][2940/3757] lr: 1.991e-03 eta: 14:18:57 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 10.4223 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0047 loss: 2.0047 2022/06/27 00:48:03 - mmengine - INFO - Epoch(train) [128][2960/3757] lr: 1.991e-03 eta: 14:18:51 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 10.2547 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.3900 loss: 2.3900 2022/06/27 00:48:09 - mmengine - INFO - Epoch(train) [128][2980/3757] lr: 1.991e-03 eta: 14:18:46 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 8.0042 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.1136 loss: 2.1136 2022/06/27 00:48:14 - mmengine - INFO - Epoch(train) [128][3000/3757] lr: 1.991e-03 eta: 14:18:41 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 9.8300 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9641 loss: 1.9641 2022/06/27 00:48:19 - mmengine - INFO - Epoch(train) [128][3020/3757] lr: 1.991e-03 eta: 14:18:36 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 9.4019 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.9810 loss: 1.9810 2022/06/27 00:48:24 - mmengine - INFO - Epoch(train) [128][3040/3757] lr: 1.991e-03 eta: 14:18:30 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 9.6291 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0311 loss: 2.0311 2022/06/27 00:48:30 - mmengine - INFO - Epoch(train) [128][3060/3757] lr: 1.991e-03 eta: 14:18:25 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 9.0112 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2888 loss: 2.2888 2022/06/27 00:48:35 - mmengine - INFO - Epoch(train) [128][3080/3757] lr: 1.991e-03 eta: 14:18:20 time: 0.272 data_time: 0.009 memory: 5036 grad_norm: 11.8045 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0079 loss: 2.0079 2022/06/27 00:48:40 - mmengine - INFO - Epoch(train) [128][3100/3757] lr: 1.991e-03 eta: 14:18:15 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 8.9206 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9837 loss: 1.9837 2022/06/27 00:48:45 - mmengine - INFO - Epoch(train) [128][3120/3757] lr: 1.991e-03 eta: 14:18:09 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 8.5311 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.6095 loss: 1.6095 2022/06/27 00:48:51 - mmengine - INFO - Epoch(train) [128][3140/3757] lr: 1.991e-03 eta: 14:18:04 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 11.3393 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3170 loss: 2.3170 2022/06/27 00:48:56 - mmengine - INFO - Epoch(train) [128][3160/3757] lr: 1.991e-03 eta: 14:17:59 time: 0.252 data_time: 0.010 memory: 5036 grad_norm: 9.1728 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9775 loss: 1.9775 2022/06/27 00:49:01 - mmengine - INFO - Epoch(train) [128][3180/3757] lr: 1.991e-03 eta: 14:17:54 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 10.2879 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7468 loss: 1.7468 2022/06/27 00:49:06 - mmengine - INFO - Epoch(train) [128][3200/3757] lr: 1.991e-03 eta: 14:17:48 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 8.8526 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.1714 loss: 2.1714 2022/06/27 00:49:12 - mmengine - INFO - Epoch(train) [128][3220/3757] lr: 1.991e-03 eta: 14:17:43 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 9.3171 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9467 loss: 1.9467 2022/06/27 00:49:17 - mmengine - INFO - Epoch(train) [128][3240/3757] lr: 1.991e-03 eta: 14:17:38 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 9.1406 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.8470 loss: 1.8470 2022/06/27 00:49:22 - mmengine - INFO - Epoch(train) [128][3260/3757] lr: 1.991e-03 eta: 14:17:33 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 7.9817 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0552 loss: 2.0552 2022/06/27 00:49:27 - mmengine - INFO - Epoch(train) [128][3280/3757] lr: 1.991e-03 eta: 14:17:27 time: 0.261 data_time: 0.009 memory: 5036 grad_norm: 8.7490 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.9058 loss: 1.9058 2022/06/27 00:49:33 - mmengine - INFO - Epoch(train) [128][3300/3757] lr: 1.991e-03 eta: 14:17:22 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 9.2740 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0689 loss: 2.0689 2022/06/27 00:49:38 - mmengine - INFO - Epoch(train) [128][3320/3757] lr: 1.991e-03 eta: 14:17:17 time: 0.254 data_time: 0.010 memory: 5036 grad_norm: 9.7227 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.1511 loss: 2.1511 2022/06/27 00:49:43 - mmengine - INFO - Epoch(train) [128][3340/3757] lr: 1.991e-03 eta: 14:17:11 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 8.9668 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.7786 loss: 1.7786 2022/06/27 00:49:49 - mmengine - INFO - Epoch(train) [128][3360/3757] lr: 1.991e-03 eta: 14:17:06 time: 0.256 data_time: 0.008 memory: 5036 grad_norm: 10.3698 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.4520 loss: 2.4520 2022/06/27 00:49:54 - mmengine - INFO - Epoch(train) [128][3380/3757] lr: 1.991e-03 eta: 14:17:01 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 9.6540 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7459 loss: 1.7459 2022/06/27 00:49:59 - mmengine - INFO - Epoch(train) [128][3400/3757] lr: 1.991e-03 eta: 14:16:56 time: 0.257 data_time: 0.010 memory: 5036 grad_norm: 8.8233 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.0891 loss: 2.0891 2022/06/27 00:50:04 - mmengine - INFO - Epoch(train) [128][3420/3757] lr: 1.991e-03 eta: 14:16:50 time: 0.257 data_time: 0.010 memory: 5036 grad_norm: 8.6212 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3901 loss: 2.3901 2022/06/27 00:50:10 - mmengine - INFO - Epoch(train) [128][3440/3757] lr: 1.991e-03 eta: 14:16:45 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 9.9628 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.1061 loss: 2.1061 2022/06/27 00:50:15 - mmengine - INFO - Epoch(train) [128][3460/3757] lr: 1.991e-03 eta: 14:16:40 time: 0.274 data_time: 0.003 memory: 5036 grad_norm: 8.8700 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.2716 loss: 2.2716 2022/06/27 00:50:20 - mmengine - INFO - Epoch(train) [128][3480/3757] lr: 1.991e-03 eta: 14:16:35 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 10.6527 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.0898 loss: 2.0898 2022/06/27 00:50:26 - mmengine - INFO - Epoch(train) [128][3500/3757] lr: 1.991e-03 eta: 14:16:30 time: 0.265 data_time: 0.007 memory: 5036 grad_norm: 9.2511 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4714 loss: 1.4714 2022/06/27 00:50:31 - mmengine - INFO - Epoch(train) [128][3520/3757] lr: 1.991e-03 eta: 14:16:24 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 7.2439 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.9254 loss: 1.9254 2022/06/27 00:50:37 - mmengine - INFO - Epoch(train) [128][3540/3757] lr: 1.991e-03 eta: 14:16:19 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 9.5241 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1689 loss: 2.1689 2022/06/27 00:50:42 - mmengine - INFO - Epoch(train) [128][3560/3757] lr: 1.991e-03 eta: 14:16:14 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 7.2165 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8019 loss: 1.8019 2022/06/27 00:50:47 - mmengine - INFO - Epoch(train) [128][3580/3757] lr: 1.991e-03 eta: 14:16:09 time: 0.266 data_time: 0.006 memory: 5036 grad_norm: 9.0969 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 1.9787 loss: 1.9787 2022/06/27 00:50:52 - mmengine - INFO - Epoch(train) [128][3600/3757] lr: 1.991e-03 eta: 14:16:03 time: 0.260 data_time: 0.009 memory: 5036 grad_norm: 8.7510 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9419 loss: 1.9419 2022/06/27 00:50:58 - mmengine - INFO - Epoch(train) [128][3620/3757] lr: 1.991e-03 eta: 14:15:58 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 8.4994 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.0065 loss: 2.0065 2022/06/27 00:51:03 - mmengine - INFO - Epoch(train) [128][3640/3757] lr: 1.991e-03 eta: 14:15:53 time: 0.253 data_time: 0.004 memory: 5036 grad_norm: 9.9949 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.9107 loss: 1.9107 2022/06/27 00:51:08 - mmengine - INFO - Epoch(train) [128][3660/3757] lr: 1.991e-03 eta: 14:15:48 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 8.9858 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.2837 loss: 2.2837 2022/06/27 00:51:14 - mmengine - INFO - Epoch(train) [128][3680/3757] lr: 1.991e-03 eta: 14:15:42 time: 0.252 data_time: 0.011 memory: 5036 grad_norm: 10.3949 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9369 loss: 1.9369 2022/06/27 00:51:19 - mmengine - INFO - Epoch(train) [128][3700/3757] lr: 1.991e-03 eta: 14:15:37 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 10.3085 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4851 loss: 2.4851 2022/06/27 00:51:24 - mmengine - INFO - Epoch(train) [128][3720/3757] lr: 1.991e-03 eta: 14:15:32 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 10.0053 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.1265 loss: 2.1265 2022/06/27 00:51:29 - mmengine - INFO - Epoch(train) [128][3740/3757] lr: 1.991e-03 eta: 14:15:27 time: 0.241 data_time: 0.006 memory: 5036 grad_norm: 11.4522 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9464 loss: 1.9464 2022/06/27 00:51:34 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 00:51:34 - mmengine - INFO - Saving checkpoint at 128 epochs 2022/06/27 00:51:46 - mmengine - INFO - Epoch(val) [128][20/310] eta: 0:01:35 time: 0.103 data_time: 0.001 memory: 5036 2022/06/27 00:51:51 - mmengine - INFO - Epoch(val) [128][40/310] eta: 0:01:37 time: 0.115 data_time: 0.008 memory: 1723 2022/06/27 00:51:56 - mmengine - INFO - Epoch(val) [128][60/310] eta: 0:00:28 time: 0.103 data_time: 0.001 memory: 1723 2022/06/27 00:52:00 - mmengine - INFO - Epoch(val) [128][80/310] eta: 0:00:24 time: 0.109 data_time: 0.002 memory: 1723 2022/06/27 00:52:07 - mmengine - INFO - Epoch(val) [128][100/310] eta: 0:01:14 time: 0.105 data_time: 0.002 memory: 1723 2022/06/27 00:52:12 - mmengine - INFO - Epoch(val) [128][120/310] eta: 0:01:08 time: 0.205 data_time: 0.104 memory: 1723 2022/06/27 00:52:17 - mmengine - INFO - Epoch(val) [128][140/310] eta: 0:00:27 time: 0.109 data_time: 0.002 memory: 1723 2022/06/27 00:52:21 - mmengine - INFO - Epoch(val) [128][160/310] eta: 0:00:15 time: 0.107 data_time: 0.002 memory: 1723 2022/06/27 00:52:28 - mmengine - INFO - Epoch(val) [128][180/310] eta: 0:00:37 time: 0.117 data_time: 0.014 memory: 1723 2022/06/27 00:52:33 - mmengine - INFO - Epoch(val) [128][200/310] eta: 0:00:38 time: 0.102 data_time: 0.001 memory: 1723 2022/06/27 00:52:38 - mmengine - INFO - Epoch(val) [128][220/310] eta: 0:00:18 time: 0.103 data_time: 0.001 memory: 1723 2022/06/27 00:52:42 - mmengine - INFO - Epoch(val) [128][240/310] eta: 0:00:07 time: 0.106 data_time: 0.002 memory: 1723 2022/06/27 00:52:49 - mmengine - INFO - Epoch(val) [128][260/310] eta: 0:00:15 time: 0.304 data_time: 0.203 memory: 1723 2022/06/27 00:52:53 - mmengine - INFO - Epoch(val) [128][280/310] eta: 0:00:09 time: 0.125 data_time: 0.011 memory: 1723 2022/06/27 00:52:56 - mmengine - INFO - Epoch(val) [128][300/310] eta: 0:00:01 time: 0.102 data_time: 0.001 memory: 1723 2022/06/27 00:52:58 - mmengine - INFO - Epoch(val) [128][310/310] acc/top1: 0.5762 acc/top5: 0.8026 acc/mean1: 0.5761 2022/06/27 00:53:08 - mmengine - INFO - Epoch(train) [129][20/3757] lr: 1.922e-03 eta: 14:15:18 time: 0.268 data_time: 0.003 memory: 5036 grad_norm: 9.6472 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9308 loss: 1.9308 2022/06/27 00:53:13 - mmengine - INFO - Epoch(train) [129][40/3757] lr: 1.922e-03 eta: 14:15:13 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 9.7748 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.1502 loss: 2.1502 2022/06/27 00:53:18 - mmengine - INFO - Epoch(train) [129][60/3757] lr: 1.922e-03 eta: 14:15:07 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 8.6256 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2343 loss: 2.2343 2022/06/27 00:53:24 - mmengine - INFO - Epoch(train) [129][80/3757] lr: 1.922e-03 eta: 14:15:02 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 12.6354 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 1.8984 loss: 1.8984 2022/06/27 00:53:29 - mmengine - INFO - Epoch(train) [129][100/3757] lr: 1.922e-03 eta: 14:14:57 time: 0.273 data_time: 0.023 memory: 5036 grad_norm: 8.8926 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7502 loss: 1.7502 2022/06/27 00:53:30 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 00:53:34 - mmengine - INFO - Epoch(train) [129][120/3757] lr: 1.922e-03 eta: 14:14:52 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 9.7349 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.6795 loss: 1.6795 2022/06/27 00:53:40 - mmengine - INFO - Epoch(train) [129][140/3757] lr: 1.922e-03 eta: 14:14:46 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 8.7715 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.8530 loss: 1.8530 2022/06/27 00:53:45 - mmengine - INFO - Epoch(train) [129][160/3757] lr: 1.922e-03 eta: 14:14:41 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 10.1958 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6567 loss: 1.6567 2022/06/27 00:53:50 - mmengine - INFO - Epoch(train) [129][180/3757] lr: 1.922e-03 eta: 14:14:36 time: 0.283 data_time: 0.034 memory: 5036 grad_norm: 10.7066 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8434 loss: 1.8434 2022/06/27 00:53:56 - mmengine - INFO - Epoch(train) [129][200/3757] lr: 1.922e-03 eta: 14:14:31 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 9.1821 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3177 loss: 2.3177 2022/06/27 00:54:01 - mmengine - INFO - Epoch(train) [129][220/3757] lr: 1.922e-03 eta: 14:14:26 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 9.5245 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.1715 loss: 2.1715 2022/06/27 00:54:06 - mmengine - INFO - Epoch(train) [129][240/3757] lr: 1.922e-03 eta: 14:14:20 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 9.0229 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8140 loss: 1.8140 2022/06/27 00:54:12 - mmengine - INFO - Epoch(train) [129][260/3757] lr: 1.922e-03 eta: 14:14:15 time: 0.268 data_time: 0.011 memory: 5036 grad_norm: 8.3207 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.3524 loss: 2.3524 2022/06/27 00:54:17 - mmengine - INFO - Epoch(train) [129][280/3757] lr: 1.922e-03 eta: 14:14:10 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 9.9515 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.9009 loss: 1.9009 2022/06/27 00:54:22 - mmengine - INFO - Epoch(train) [129][300/3757] lr: 1.922e-03 eta: 14:14:05 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 7.6529 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3221 loss: 2.3221 2022/06/27 00:54:28 - mmengine - INFO - Epoch(train) [129][320/3757] lr: 1.922e-03 eta: 14:14:00 time: 0.246 data_time: 0.004 memory: 5036 grad_norm: 8.9869 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9468 loss: 1.9468 2022/06/27 00:54:33 - mmengine - INFO - Epoch(train) [129][340/3757] lr: 1.922e-03 eta: 14:13:54 time: 0.257 data_time: 0.012 memory: 5036 grad_norm: 10.3316 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.0169 loss: 2.0169 2022/06/27 00:54:38 - mmengine - INFO - Epoch(train) [129][360/3757] lr: 1.922e-03 eta: 14:13:49 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 8.5366 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2816 loss: 2.2816 2022/06/27 00:54:44 - mmengine - INFO - Epoch(train) [129][380/3757] lr: 1.922e-03 eta: 14:13:44 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 8.1315 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.9580 loss: 1.9580 2022/06/27 00:54:49 - mmengine - INFO - Epoch(train) [129][400/3757] lr: 1.922e-03 eta: 14:13:39 time: 0.257 data_time: 0.010 memory: 5036 grad_norm: 8.1621 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1648 loss: 2.1648 2022/06/27 00:54:54 - mmengine - INFO - Epoch(train) [129][420/3757] lr: 1.922e-03 eta: 14:13:33 time: 0.256 data_time: 0.010 memory: 5036 grad_norm: 8.1250 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7121 loss: 1.7121 2022/06/27 00:54:59 - mmengine - INFO - Epoch(train) [129][440/3757] lr: 1.922e-03 eta: 14:13:28 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 10.4279 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2840 loss: 2.2840 2022/06/27 00:55:05 - mmengine - INFO - Epoch(train) [129][460/3757] lr: 1.922e-03 eta: 14:13:23 time: 0.250 data_time: 0.007 memory: 5036 grad_norm: 8.3075 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9440 loss: 1.9440 2022/06/27 00:55:10 - mmengine - INFO - Epoch(train) [129][480/3757] lr: 1.922e-03 eta: 14:13:17 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 9.1322 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8681 loss: 1.8681 2022/06/27 00:55:15 - mmengine - INFO - Epoch(train) [129][500/3757] lr: 1.922e-03 eta: 14:13:12 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 10.1040 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0290 loss: 2.0290 2022/06/27 00:55:21 - mmengine - INFO - Epoch(train) [129][520/3757] lr: 1.922e-03 eta: 14:13:07 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 9.9659 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0307 loss: 2.0307 2022/06/27 00:55:26 - mmengine - INFO - Epoch(train) [129][540/3757] lr: 1.922e-03 eta: 14:13:02 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 12.0359 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6173 loss: 1.6173 2022/06/27 00:55:31 - mmengine - INFO - Epoch(train) [129][560/3757] lr: 1.922e-03 eta: 14:12:56 time: 0.253 data_time: 0.012 memory: 5036 grad_norm: 8.5289 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7297 loss: 1.7297 2022/06/27 00:55:36 - mmengine - INFO - Epoch(train) [129][580/3757] lr: 1.922e-03 eta: 14:12:51 time: 0.267 data_time: 0.006 memory: 5036 grad_norm: 7.9022 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0781 loss: 2.0781 2022/06/27 00:55:42 - mmengine - INFO - Epoch(train) [129][600/3757] lr: 1.922e-03 eta: 14:12:46 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 9.5639 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 2.0357 loss: 2.0357 2022/06/27 00:55:47 - mmengine - INFO - Epoch(train) [129][620/3757] lr: 1.922e-03 eta: 14:12:41 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 7.8044 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.0424 loss: 2.0424 2022/06/27 00:55:52 - mmengine - INFO - Epoch(train) [129][640/3757] lr: 1.922e-03 eta: 14:12:35 time: 0.266 data_time: 0.007 memory: 5036 grad_norm: 8.8941 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.6934 loss: 1.6934 2022/06/27 00:55:58 - mmengine - INFO - Epoch(train) [129][660/3757] lr: 1.922e-03 eta: 14:12:30 time: 0.255 data_time: 0.012 memory: 5036 grad_norm: 9.9940 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1421 loss: 2.1421 2022/06/27 00:56:03 - mmengine - INFO - Epoch(train) [129][680/3757] lr: 1.922e-03 eta: 14:12:25 time: 0.252 data_time: 0.008 memory: 5036 grad_norm: 10.1964 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2977 loss: 1.2977 2022/06/27 00:56:08 - mmengine - INFO - Epoch(train) [129][700/3757] lr: 1.922e-03 eta: 14:12:20 time: 0.248 data_time: 0.004 memory: 5036 grad_norm: 10.9766 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0871 loss: 2.0871 2022/06/27 00:56:13 - mmengine - INFO - Epoch(train) [129][720/3757] lr: 1.922e-03 eta: 14:12:14 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 9.6301 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.7679 loss: 2.7679 2022/06/27 00:56:18 - mmengine - INFO - Epoch(train) [129][740/3757] lr: 1.922e-03 eta: 14:12:09 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 9.2689 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8725 loss: 1.8725 2022/06/27 00:56:24 - mmengine - INFO - Epoch(train) [129][760/3757] lr: 1.922e-03 eta: 14:12:04 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 9.1297 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9540 loss: 1.9540 2022/06/27 00:56:29 - mmengine - INFO - Epoch(train) [129][780/3757] lr: 1.922e-03 eta: 14:11:59 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 9.4704 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2461 loss: 2.2461 2022/06/27 00:56:34 - mmengine - INFO - Epoch(train) [129][800/3757] lr: 1.922e-03 eta: 14:11:53 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 9.1143 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7979 loss: 1.7979 2022/06/27 00:56:39 - mmengine - INFO - Epoch(train) [129][820/3757] lr: 1.922e-03 eta: 14:11:48 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 9.1534 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.1144 loss: 2.1144 2022/06/27 00:56:45 - mmengine - INFO - Epoch(train) [129][840/3757] lr: 1.922e-03 eta: 14:11:43 time: 0.263 data_time: 0.013 memory: 5036 grad_norm: 10.8315 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.2339 loss: 2.2339 2022/06/27 00:56:50 - mmengine - INFO - Epoch(train) [129][860/3757] lr: 1.922e-03 eta: 14:11:37 time: 0.265 data_time: 0.007 memory: 5036 grad_norm: 9.9770 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.1227 loss: 2.1227 2022/06/27 00:56:55 - mmengine - INFO - Epoch(train) [129][880/3757] lr: 1.922e-03 eta: 14:11:32 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 8.3804 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4950 loss: 2.4950 2022/06/27 00:57:00 - mmengine - INFO - Epoch(train) [129][900/3757] lr: 1.922e-03 eta: 14:11:27 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 9.6637 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.1180 loss: 2.1180 2022/06/27 00:57:05 - mmengine - INFO - Epoch(train) [129][920/3757] lr: 1.922e-03 eta: 14:11:22 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 7.2370 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.5026 loss: 1.5026 2022/06/27 00:57:11 - mmengine - INFO - Epoch(train) [129][940/3757] lr: 1.922e-03 eta: 14:11:16 time: 0.257 data_time: 0.008 memory: 5036 grad_norm: 10.6249 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4034 loss: 1.4034 2022/06/27 00:57:16 - mmengine - INFO - Epoch(train) [129][960/3757] lr: 1.922e-03 eta: 14:11:11 time: 0.499 data_time: 0.012 memory: 5036 grad_norm: 10.0347 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.7200 loss: 1.7200 2022/06/27 00:57:21 - mmengine - INFO - Epoch(train) [129][980/3757] lr: 1.922e-03 eta: 14:11:06 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 10.4853 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0111 loss: 2.0111 2022/06/27 00:57:27 - mmengine - INFO - Epoch(train) [129][1000/3757] lr: 1.922e-03 eta: 14:11:01 time: 0.251 data_time: 0.009 memory: 5036 grad_norm: 10.3892 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0897 loss: 2.0897 2022/06/27 00:57:32 - mmengine - INFO - Epoch(train) [129][1020/3757] lr: 1.922e-03 eta: 14:10:55 time: 0.262 data_time: 0.008 memory: 5036 grad_norm: 9.7199 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.1621 loss: 2.1621 2022/06/27 00:57:37 - mmengine - INFO - Epoch(train) [129][1040/3757] lr: 1.922e-03 eta: 14:10:50 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 8.9571 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4434 loss: 2.4434 2022/06/27 00:57:42 - mmengine - INFO - Epoch(train) [129][1060/3757] lr: 1.922e-03 eta: 14:10:45 time: 0.262 data_time: 0.009 memory: 5036 grad_norm: 9.5008 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.9945 loss: 1.9945 2022/06/27 00:57:47 - mmengine - INFO - Epoch(train) [129][1080/3757] lr: 1.922e-03 eta: 14:10:39 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 9.4893 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.8582 loss: 1.8582 2022/06/27 00:57:53 - mmengine - INFO - Epoch(train) [129][1100/3757] lr: 1.922e-03 eta: 14:10:34 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 9.6449 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.7306 loss: 1.7306 2022/06/27 00:57:54 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 00:57:58 - mmengine - INFO - Epoch(train) [129][1120/3757] lr: 1.922e-03 eta: 14:10:29 time: 0.261 data_time: 0.009 memory: 5036 grad_norm: 9.2813 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9404 loss: 1.9404 2022/06/27 00:58:04 - mmengine - INFO - Epoch(train) [129][1140/3757] lr: 1.922e-03 eta: 14:10:24 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 9.3002 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8610 loss: 1.8610 2022/06/27 00:58:09 - mmengine - INFO - Epoch(train) [129][1160/3757] lr: 1.922e-03 eta: 14:10:19 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 10.8659 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.0374 loss: 2.0374 2022/06/27 00:58:15 - mmengine - INFO - Epoch(train) [129][1180/3757] lr: 1.922e-03 eta: 14:10:14 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 8.9280 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8154 loss: 1.8154 2022/06/27 00:58:20 - mmengine - INFO - Epoch(train) [129][1200/3757] lr: 1.922e-03 eta: 14:10:08 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 11.6206 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1018 loss: 2.1018 2022/06/27 00:58:25 - mmengine - INFO - Epoch(train) [129][1220/3757] lr: 1.922e-03 eta: 14:10:03 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 11.3629 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0228 loss: 2.0228 2022/06/27 00:58:30 - mmengine - INFO - Epoch(train) [129][1240/3757] lr: 1.922e-03 eta: 14:09:58 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 10.3759 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7645 loss: 1.7645 2022/06/27 00:58:35 - mmengine - INFO - Epoch(train) [129][1260/3757] lr: 1.922e-03 eta: 14:09:52 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 8.4750 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0338 loss: 2.0338 2022/06/27 00:58:41 - mmengine - INFO - Epoch(train) [129][1280/3757] lr: 1.922e-03 eta: 14:09:47 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 8.7216 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.7863 loss: 1.7863 2022/06/27 00:58:46 - mmengine - INFO - Epoch(train) [129][1300/3757] lr: 1.922e-03 eta: 14:09:42 time: 0.269 data_time: 0.008 memory: 5036 grad_norm: 9.2618 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1032 loss: 2.1032 2022/06/27 00:58:51 - mmengine - INFO - Epoch(train) [129][1320/3757] lr: 1.922e-03 eta: 14:09:37 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 9.5998 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.8994 loss: 1.8994 2022/06/27 00:58:56 - mmengine - INFO - Epoch(train) [129][1340/3757] lr: 1.922e-03 eta: 14:09:31 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 9.4415 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7231 loss: 1.7231 2022/06/27 00:59:02 - mmengine - INFO - Epoch(train) [129][1360/3757] lr: 1.922e-03 eta: 14:09:26 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 9.3303 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.7204 loss: 1.7204 2022/06/27 00:59:07 - mmengine - INFO - Epoch(train) [129][1380/3757] lr: 1.922e-03 eta: 14:09:21 time: 0.267 data_time: 0.006 memory: 5036 grad_norm: 9.0719 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0438 loss: 2.0438 2022/06/27 00:59:12 - mmengine - INFO - Epoch(train) [129][1400/3757] lr: 1.922e-03 eta: 14:09:16 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 8.1697 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7169 loss: 1.7169 2022/06/27 00:59:17 - mmengine - INFO - Epoch(train) [129][1420/3757] lr: 1.922e-03 eta: 14:09:10 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 8.5552 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.9690 loss: 1.9690 2022/06/27 00:59:23 - mmengine - INFO - Epoch(train) [129][1440/3757] lr: 1.922e-03 eta: 14:09:05 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 9.4707 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.0032 loss: 2.0032 2022/06/27 00:59:28 - mmengine - INFO - Epoch(train) [129][1460/3757] lr: 1.922e-03 eta: 14:09:00 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 11.4227 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6766 loss: 1.6766 2022/06/27 00:59:33 - mmengine - INFO - Epoch(train) [129][1480/3757] lr: 1.922e-03 eta: 14:08:54 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 9.3166 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9223 loss: 1.9223 2022/06/27 00:59:38 - mmengine - INFO - Epoch(train) [129][1500/3757] lr: 1.922e-03 eta: 14:08:49 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 9.1222 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8693 loss: 1.8693 2022/06/27 00:59:43 - mmengine - INFO - Epoch(train) [129][1520/3757] lr: 1.922e-03 eta: 14:08:44 time: 0.256 data_time: 0.004 memory: 5036 grad_norm: 9.6820 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.7568 loss: 1.7568 2022/06/27 00:59:49 - mmengine - INFO - Epoch(train) [129][1540/3757] lr: 1.922e-03 eta: 14:08:39 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 9.8024 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4167 loss: 2.4167 2022/06/27 00:59:54 - mmengine - INFO - Epoch(train) [129][1560/3757] lr: 1.922e-03 eta: 14:08:33 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 10.4387 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.7308 loss: 1.7308 2022/06/27 00:59:59 - mmengine - INFO - Epoch(train) [129][1580/3757] lr: 1.922e-03 eta: 14:08:28 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 10.3532 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8813 loss: 1.8813 2022/06/27 01:00:04 - mmengine - INFO - Epoch(train) [129][1600/3757] lr: 1.922e-03 eta: 14:08:23 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 9.8207 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9650 loss: 1.9650 2022/06/27 01:00:09 - mmengine - INFO - Epoch(train) [129][1620/3757] lr: 1.922e-03 eta: 14:08:17 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 10.4680 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9773 loss: 1.9773 2022/06/27 01:00:15 - mmengine - INFO - Epoch(train) [129][1640/3757] lr: 1.922e-03 eta: 14:08:12 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 9.2996 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.5692 loss: 1.5692 2022/06/27 01:00:20 - mmengine - INFO - Epoch(train) [129][1660/3757] lr: 1.922e-03 eta: 14:08:07 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 9.2103 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7720 loss: 1.7720 2022/06/27 01:00:25 - mmengine - INFO - Epoch(train) [129][1680/3757] lr: 1.922e-03 eta: 14:08:02 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 9.4324 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.3719 loss: 2.3719 2022/06/27 01:00:31 - mmengine - INFO - Epoch(train) [129][1700/3757] lr: 1.922e-03 eta: 14:07:57 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.8296 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6892 loss: 1.6892 2022/06/27 01:00:36 - mmengine - INFO - Epoch(train) [129][1720/3757] lr: 1.922e-03 eta: 14:07:51 time: 0.365 data_time: 0.010 memory: 5036 grad_norm: 8.8950 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1396 loss: 2.1396 2022/06/27 01:00:41 - mmengine - INFO - Epoch(train) [129][1740/3757] lr: 1.922e-03 eta: 14:07:46 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 11.5053 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7546 loss: 1.7546 2022/06/27 01:00:47 - mmengine - INFO - Epoch(train) [129][1760/3757] lr: 1.922e-03 eta: 14:07:41 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 10.6856 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.0683 loss: 2.0683 2022/06/27 01:00:52 - mmengine - INFO - Epoch(train) [129][1780/3757] lr: 1.922e-03 eta: 14:07:35 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 10.2438 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.6022 loss: 1.6022 2022/06/27 01:00:57 - mmengine - INFO - Epoch(train) [129][1800/3757] lr: 1.922e-03 eta: 14:07:30 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 9.3968 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9670 loss: 1.9670 2022/06/27 01:01:03 - mmengine - INFO - Epoch(train) [129][1820/3757] lr: 1.922e-03 eta: 14:07:25 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 10.0672 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.1347 loss: 2.1347 2022/06/27 01:01:08 - mmengine - INFO - Epoch(train) [129][1840/3757] lr: 1.922e-03 eta: 14:07:20 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 12.2875 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.8169 loss: 1.8169 2022/06/27 01:01:13 - mmengine - INFO - Epoch(train) [129][1860/3757] lr: 1.922e-03 eta: 14:07:15 time: 0.250 data_time: 0.005 memory: 5036 grad_norm: 10.1795 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9802 loss: 1.9802 2022/06/27 01:01:18 - mmengine - INFO - Epoch(train) [129][1880/3757] lr: 1.922e-03 eta: 14:07:09 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 9.7680 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4346 loss: 1.4346 2022/06/27 01:01:24 - mmengine - INFO - Epoch(train) [129][1900/3757] lr: 1.922e-03 eta: 14:07:04 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 8.7913 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.0324 loss: 2.0324 2022/06/27 01:01:29 - mmengine - INFO - Epoch(train) [129][1920/3757] lr: 1.922e-03 eta: 14:06:59 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 10.0758 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6284 loss: 1.6284 2022/06/27 01:01:34 - mmengine - INFO - Epoch(train) [129][1940/3757] lr: 1.922e-03 eta: 14:06:53 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 10.8327 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9844 loss: 1.9844 2022/06/27 01:01:40 - mmengine - INFO - Epoch(train) [129][1960/3757] lr: 1.922e-03 eta: 14:06:48 time: 0.265 data_time: 0.007 memory: 5036 grad_norm: 8.9528 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.1783 loss: 2.1783 2022/06/27 01:01:45 - mmengine - INFO - Epoch(train) [129][1980/3757] lr: 1.922e-03 eta: 14:06:43 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 11.3397 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.8765 loss: 1.8765 2022/06/27 01:01:50 - mmengine - INFO - Epoch(train) [129][2000/3757] lr: 1.922e-03 eta: 14:06:38 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 10.5979 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.1936 loss: 2.1936 2022/06/27 01:01:55 - mmengine - INFO - Epoch(train) [129][2020/3757] lr: 1.922e-03 eta: 14:06:32 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 8.8831 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.8388 loss: 1.8388 2022/06/27 01:02:01 - mmengine - INFO - Epoch(train) [129][2040/3757] lr: 1.922e-03 eta: 14:06:27 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 8.7976 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.7696 loss: 1.7696 2022/06/27 01:02:06 - mmengine - INFO - Epoch(train) [129][2060/3757] lr: 1.922e-03 eta: 14:06:22 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 10.0281 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.6354 loss: 1.6354 2022/06/27 01:02:11 - mmengine - INFO - Epoch(train) [129][2080/3757] lr: 1.922e-03 eta: 14:06:17 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 9.5780 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2187 loss: 2.2187 2022/06/27 01:02:16 - mmengine - INFO - Epoch(train) [129][2100/3757] lr: 1.922e-03 eta: 14:06:11 time: 0.298 data_time: 0.009 memory: 5036 grad_norm: 9.7194 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.7110 loss: 1.7110 2022/06/27 01:02:17 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 01:02:22 - mmengine - INFO - Epoch(train) [129][2120/3757] lr: 1.922e-03 eta: 14:06:06 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 9.2923 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1290 loss: 2.1290 2022/06/27 01:02:27 - mmengine - INFO - Epoch(train) [129][2140/3757] lr: 1.922e-03 eta: 14:06:01 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 9.1234 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9741 loss: 1.9741 2022/06/27 01:02:32 - mmengine - INFO - Epoch(train) [129][2160/3757] lr: 1.922e-03 eta: 14:05:56 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 12.4248 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9513 loss: 1.9513 2022/06/27 01:02:37 - mmengine - INFO - Epoch(train) [129][2180/3757] lr: 1.922e-03 eta: 14:05:50 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 11.3473 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8879 loss: 1.8879 2022/06/27 01:02:42 - mmengine - INFO - Epoch(train) [129][2200/3757] lr: 1.922e-03 eta: 14:05:45 time: 0.251 data_time: 0.009 memory: 5036 grad_norm: 9.4739 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.8478 loss: 1.8478 2022/06/27 01:02:48 - mmengine - INFO - Epoch(train) [129][2220/3757] lr: 1.922e-03 eta: 14:05:40 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 8.5171 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7566 loss: 1.7566 2022/06/27 01:02:53 - mmengine - INFO - Epoch(train) [129][2240/3757] lr: 1.922e-03 eta: 14:05:34 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 10.0334 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.0533 loss: 2.0533 2022/06/27 01:02:58 - mmengine - INFO - Epoch(train) [129][2260/3757] lr: 1.922e-03 eta: 14:05:29 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 9.3837 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2790 loss: 2.2790 2022/06/27 01:03:03 - mmengine - INFO - Epoch(train) [129][2280/3757] lr: 1.922e-03 eta: 14:05:24 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 9.6293 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.9530 loss: 1.9530 2022/06/27 01:03:09 - mmengine - INFO - Epoch(train) [129][2300/3757] lr: 1.922e-03 eta: 14:05:19 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 9.7385 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9915 loss: 1.9915 2022/06/27 01:03:14 - mmengine - INFO - Epoch(train) [129][2320/3757] lr: 1.922e-03 eta: 14:05:13 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 9.2075 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7878 loss: 1.7878 2022/06/27 01:03:19 - mmengine - INFO - Epoch(train) [129][2340/3757] lr: 1.922e-03 eta: 14:05:08 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 9.2338 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0918 loss: 2.0918 2022/06/27 01:03:24 - mmengine - INFO - Epoch(train) [129][2360/3757] lr: 1.922e-03 eta: 14:05:03 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 10.5223 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6254 loss: 1.6254 2022/06/27 01:03:29 - mmengine - INFO - Epoch(train) [129][2380/3757] lr: 1.922e-03 eta: 14:04:58 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 9.1719 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.3754 loss: 2.3754 2022/06/27 01:03:35 - mmengine - INFO - Epoch(train) [129][2400/3757] lr: 1.922e-03 eta: 14:04:52 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 10.7124 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.8379 loss: 1.8379 2022/06/27 01:03:40 - mmengine - INFO - Epoch(train) [129][2420/3757] lr: 1.922e-03 eta: 14:04:47 time: 0.248 data_time: 0.004 memory: 5036 grad_norm: 11.0367 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7932 loss: 1.7932 2022/06/27 01:03:45 - mmengine - INFO - Epoch(train) [129][2440/3757] lr: 1.922e-03 eta: 14:04:42 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 9.0176 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6743 loss: 1.6743 2022/06/27 01:03:50 - mmengine - INFO - Epoch(train) [129][2460/3757] lr: 1.922e-03 eta: 14:04:36 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 11.8699 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.2261 loss: 2.2261 2022/06/27 01:03:56 - mmengine - INFO - Epoch(train) [129][2480/3757] lr: 1.922e-03 eta: 14:04:31 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 10.2079 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.2437 loss: 2.2437 2022/06/27 01:04:01 - mmengine - INFO - Epoch(train) [129][2500/3757] lr: 1.922e-03 eta: 14:04:26 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 9.5930 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4727 loss: 1.4727 2022/06/27 01:04:06 - mmengine - INFO - Epoch(train) [129][2520/3757] lr: 1.922e-03 eta: 14:04:21 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 10.2939 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.3852 loss: 2.3852 2022/06/27 01:04:11 - mmengine - INFO - Epoch(train) [129][2540/3757] lr: 1.922e-03 eta: 14:04:15 time: 0.264 data_time: 0.007 memory: 5036 grad_norm: 8.9386 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1037 loss: 2.1037 2022/06/27 01:04:16 - mmengine - INFO - Epoch(train) [129][2560/3757] lr: 1.922e-03 eta: 14:04:10 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 9.6652 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.9320 loss: 1.9320 2022/06/27 01:04:22 - mmengine - INFO - Epoch(train) [129][2580/3757] lr: 1.922e-03 eta: 14:04:05 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 10.2304 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.1199 loss: 2.1199 2022/06/27 01:04:27 - mmengine - INFO - Epoch(train) [129][2600/3757] lr: 1.922e-03 eta: 14:04:00 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 10.2428 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0234 loss: 2.0234 2022/06/27 01:04:32 - mmengine - INFO - Epoch(train) [129][2620/3757] lr: 1.922e-03 eta: 14:03:54 time: 0.263 data_time: 0.008 memory: 5036 grad_norm: 9.1674 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2246 loss: 2.2246 2022/06/27 01:04:37 - mmengine - INFO - Epoch(train) [129][2640/3757] lr: 1.922e-03 eta: 14:03:49 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 9.7212 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7285 loss: 1.7285 2022/06/27 01:04:43 - mmengine - INFO - Epoch(train) [129][2660/3757] lr: 1.922e-03 eta: 14:03:44 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 8.7172 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.8860 loss: 1.8860 2022/06/27 01:04:48 - mmengine - INFO - Epoch(train) [129][2680/3757] lr: 1.922e-03 eta: 14:03:39 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 10.2433 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6185 loss: 1.6185 2022/06/27 01:04:54 - mmengine - INFO - Epoch(train) [129][2700/3757] lr: 1.922e-03 eta: 14:03:33 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 9.0557 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3642 loss: 2.3642 2022/06/27 01:04:59 - mmengine - INFO - Epoch(train) [129][2720/3757] lr: 1.922e-03 eta: 14:03:28 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 9.9639 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0302 loss: 2.0302 2022/06/27 01:05:04 - mmengine - INFO - Epoch(train) [129][2740/3757] lr: 1.922e-03 eta: 14:03:23 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 10.0938 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9379 loss: 1.9379 2022/06/27 01:05:09 - mmengine - INFO - Epoch(train) [129][2760/3757] lr: 1.922e-03 eta: 14:03:18 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 10.6154 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9469 loss: 1.9469 2022/06/27 01:05:15 - mmengine - INFO - Epoch(train) [129][2780/3757] lr: 1.922e-03 eta: 14:03:12 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 9.6514 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6725 loss: 1.6725 2022/06/27 01:05:20 - mmengine - INFO - Epoch(train) [129][2800/3757] lr: 1.922e-03 eta: 14:03:07 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 8.0486 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.8418 loss: 1.8418 2022/06/27 01:05:25 - mmengine - INFO - Epoch(train) [129][2820/3757] lr: 1.922e-03 eta: 14:03:02 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 11.3595 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2856 loss: 2.2856 2022/06/27 01:05:31 - mmengine - INFO - Epoch(train) [129][2840/3757] lr: 1.922e-03 eta: 14:02:57 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 9.2683 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1306 loss: 2.1306 2022/06/27 01:05:36 - mmengine - INFO - Epoch(train) [129][2860/3757] lr: 1.922e-03 eta: 14:02:51 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 10.6619 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2747 loss: 2.2747 2022/06/27 01:05:41 - mmengine - INFO - Epoch(train) [129][2880/3757] lr: 1.922e-03 eta: 14:02:46 time: 0.265 data_time: 0.008 memory: 5036 grad_norm: 10.4977 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6103 loss: 1.6103 2022/06/27 01:05:46 - mmengine - INFO - Epoch(train) [129][2900/3757] lr: 1.922e-03 eta: 14:02:41 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 9.5989 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 1.9506 loss: 1.9506 2022/06/27 01:05:52 - mmengine - INFO - Epoch(train) [129][2920/3757] lr: 1.922e-03 eta: 14:02:36 time: 0.253 data_time: 0.010 memory: 5036 grad_norm: 9.7963 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.0925 loss: 2.0925 2022/06/27 01:05:57 - mmengine - INFO - Epoch(train) [129][2940/3757] lr: 1.922e-03 eta: 14:02:30 time: 0.284 data_time: 0.009 memory: 5036 grad_norm: 8.4431 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5508 loss: 2.5508 2022/06/27 01:06:02 - mmengine - INFO - Epoch(train) [129][2960/3757] lr: 1.922e-03 eta: 14:02:25 time: 0.265 data_time: 0.009 memory: 5036 grad_norm: 8.7277 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.7891 loss: 1.7891 2022/06/27 01:06:08 - mmengine - INFO - Epoch(train) [129][2980/3757] lr: 1.922e-03 eta: 14:02:20 time: 0.254 data_time: 0.008 memory: 5036 grad_norm: 11.3782 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.3573 loss: 2.3573 2022/06/27 01:06:13 - mmengine - INFO - Epoch(train) [129][3000/3757] lr: 1.922e-03 eta: 14:02:15 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 9.0580 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9515 loss: 1.9515 2022/06/27 01:06:18 - mmengine - INFO - Epoch(train) [129][3020/3757] lr: 1.922e-03 eta: 14:02:09 time: 0.259 data_time: 0.009 memory: 5036 grad_norm: 9.7795 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.9469 loss: 1.9469 2022/06/27 01:06:23 - mmengine - INFO - Epoch(train) [129][3040/3757] lr: 1.922e-03 eta: 14:02:04 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 9.6822 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3247 loss: 2.3247 2022/06/27 01:06:29 - mmengine - INFO - Epoch(train) [129][3060/3757] lr: 1.922e-03 eta: 14:01:59 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 10.3228 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.3156 loss: 2.3156 2022/06/27 01:06:34 - mmengine - INFO - Epoch(train) [129][3080/3757] lr: 1.922e-03 eta: 14:01:54 time: 0.256 data_time: 0.008 memory: 5036 grad_norm: 10.4764 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.9838 loss: 1.9838 2022/06/27 01:06:39 - mmengine - INFO - Epoch(train) [129][3100/3757] lr: 1.922e-03 eta: 14:01:48 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 10.4285 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7781 loss: 1.7781 2022/06/27 01:06:41 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 01:06:45 - mmengine - INFO - Epoch(train) [129][3120/3757] lr: 1.922e-03 eta: 14:01:43 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 8.4992 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.1793 loss: 2.1793 2022/06/27 01:06:50 - mmengine - INFO - Epoch(train) [129][3140/3757] lr: 1.922e-03 eta: 14:01:38 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 10.3988 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0725 loss: 2.0725 2022/06/27 01:06:55 - mmengine - INFO - Epoch(train) [129][3160/3757] lr: 1.922e-03 eta: 14:01:33 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 9.1078 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8609 loss: 1.8609 2022/06/27 01:07:00 - mmengine - INFO - Epoch(train) [129][3180/3757] lr: 1.922e-03 eta: 14:01:27 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 10.4814 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.1531 loss: 2.1531 2022/06/27 01:07:06 - mmengine - INFO - Epoch(train) [129][3200/3757] lr: 1.922e-03 eta: 14:01:22 time: 0.251 data_time: 0.007 memory: 5036 grad_norm: 9.9176 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7187 loss: 1.7187 2022/06/27 01:07:11 - mmengine - INFO - Epoch(train) [129][3220/3757] lr: 1.922e-03 eta: 14:01:17 time: 0.265 data_time: 0.006 memory: 5036 grad_norm: 11.8387 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.7065 loss: 1.7065 2022/06/27 01:07:16 - mmengine - INFO - Epoch(train) [129][3240/3757] lr: 1.922e-03 eta: 14:01:12 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 9.7922 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1533 loss: 2.1533 2022/06/27 01:07:22 - mmengine - INFO - Epoch(train) [129][3260/3757] lr: 1.922e-03 eta: 14:01:06 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 9.6284 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.2855 loss: 2.2855 2022/06/27 01:07:27 - mmengine - INFO - Epoch(train) [129][3280/3757] lr: 1.922e-03 eta: 14:01:01 time: 0.331 data_time: 0.020 memory: 5036 grad_norm: 9.0222 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 1.7868 loss: 1.7868 2022/06/27 01:07:33 - mmengine - INFO - Epoch(train) [129][3300/3757] lr: 1.922e-03 eta: 14:00:56 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 8.8084 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0860 loss: 2.0860 2022/06/27 01:07:38 - mmengine - INFO - Epoch(train) [129][3320/3757] lr: 1.922e-03 eta: 14:00:51 time: 0.262 data_time: 0.009 memory: 5036 grad_norm: 9.1484 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1023 loss: 2.1023 2022/06/27 01:07:43 - mmengine - INFO - Epoch(train) [129][3340/3757] lr: 1.922e-03 eta: 14:00:45 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 8.6353 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0874 loss: 2.0874 2022/06/27 01:07:48 - mmengine - INFO - Epoch(train) [129][3360/3757] lr: 1.922e-03 eta: 14:00:40 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 8.9128 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.0129 loss: 2.0129 2022/06/27 01:07:54 - mmengine - INFO - Epoch(train) [129][3380/3757] lr: 1.922e-03 eta: 14:00:35 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 10.1210 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.7022 loss: 1.7022 2022/06/27 01:07:59 - mmengine - INFO - Epoch(train) [129][3400/3757] lr: 1.922e-03 eta: 14:00:30 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 10.3928 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.2396 loss: 2.2396 2022/06/27 01:08:04 - mmengine - INFO - Epoch(train) [129][3420/3757] lr: 1.922e-03 eta: 14:00:24 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 9.3749 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3787 loss: 2.3787 2022/06/27 01:08:09 - mmengine - INFO - Epoch(train) [129][3440/3757] lr: 1.922e-03 eta: 14:00:19 time: 0.258 data_time: 0.010 memory: 5036 grad_norm: 9.6325 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6795 loss: 1.6795 2022/06/27 01:08:14 - mmengine - INFO - Epoch(train) [129][3460/3757] lr: 1.922e-03 eta: 14:00:14 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 8.7592 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.9119 loss: 1.9119 2022/06/27 01:08:20 - mmengine - INFO - Epoch(train) [129][3480/3757] lr: 1.922e-03 eta: 14:00:09 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 9.4977 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8102 loss: 1.8102 2022/06/27 01:08:25 - mmengine - INFO - Epoch(train) [129][3500/3757] lr: 1.922e-03 eta: 14:00:03 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 10.2814 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.0757 loss: 2.0757 2022/06/27 01:08:30 - mmengine - INFO - Epoch(train) [129][3520/3757] lr: 1.922e-03 eta: 13:59:58 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 10.0039 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7719 loss: 1.7719 2022/06/27 01:08:35 - mmengine - INFO - Epoch(train) [129][3540/3757] lr: 1.922e-03 eta: 13:59:53 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 9.0516 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2811 loss: 2.2811 2022/06/27 01:08:41 - mmengine - INFO - Epoch(train) [129][3560/3757] lr: 1.922e-03 eta: 13:59:47 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 8.8844 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8940 loss: 1.8940 2022/06/27 01:08:46 - mmengine - INFO - Epoch(train) [129][3580/3757] lr: 1.922e-03 eta: 13:59:42 time: 0.251 data_time: 0.013 memory: 5036 grad_norm: 10.3524 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7467 loss: 1.7467 2022/06/27 01:08:51 - mmengine - INFO - Epoch(train) [129][3600/3757] lr: 1.922e-03 eta: 13:59:37 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 9.8024 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.3193 loss: 2.3193 2022/06/27 01:08:57 - mmengine - INFO - Epoch(train) [129][3620/3757] lr: 1.922e-03 eta: 13:59:32 time: 0.250 data_time: 0.007 memory: 5036 grad_norm: 9.7429 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 1.7878 loss: 1.7878 2022/06/27 01:09:02 - mmengine - INFO - Epoch(train) [129][3640/3757] lr: 1.922e-03 eta: 13:59:27 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 8.9406 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0856 loss: 2.0856 2022/06/27 01:09:07 - mmengine - INFO - Epoch(train) [129][3660/3757] lr: 1.922e-03 eta: 13:59:21 time: 0.563 data_time: 0.018 memory: 5036 grad_norm: 9.3188 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9455 loss: 1.9455 2022/06/27 01:09:13 - mmengine - INFO - Epoch(train) [129][3680/3757] lr: 1.922e-03 eta: 13:59:16 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 9.7320 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.2790 loss: 2.2790 2022/06/27 01:09:18 - mmengine - INFO - Epoch(train) [129][3700/3757] lr: 1.922e-03 eta: 13:59:11 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 10.6174 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.8351 loss: 1.8351 2022/06/27 01:09:23 - mmengine - INFO - Epoch(train) [129][3720/3757] lr: 1.922e-03 eta: 13:59:05 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 9.9047 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.8140 loss: 1.8140 2022/06/27 01:09:28 - mmengine - INFO - Epoch(train) [129][3740/3757] lr: 1.922e-03 eta: 13:59:00 time: 0.242 data_time: 0.006 memory: 5036 grad_norm: 9.2150 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.6366 loss: 1.6366 2022/06/27 01:09:32 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 01:09:32 - mmengine - INFO - Saving checkpoint at 129 epochs 2022/06/27 01:09:44 - mmengine - INFO - Epoch(val) [129][20/310] eta: 0:01:39 time: 0.113 data_time: 0.005 memory: 5036 2022/06/27 01:09:49 - mmengine - INFO - Epoch(val) [129][40/310] eta: 0:01:32 time: 0.106 data_time: 0.005 memory: 1723 2022/06/27 01:09:54 - mmengine - INFO - Epoch(val) [129][60/310] eta: 0:00:26 time: 0.113 data_time: 0.005 memory: 1723 2022/06/27 01:09:58 - mmengine - INFO - Epoch(val) [129][80/310] eta: 0:00:24 time: 0.103 data_time: 0.001 memory: 1723 2022/06/27 01:10:05 - mmengine - INFO - Epoch(val) [129][100/310] eta: 0:01:06 time: 0.103 data_time: 0.001 memory: 1723 2022/06/27 01:10:10 - mmengine - INFO - Epoch(val) [129][120/310] eta: 0:01:10 time: 0.108 data_time: 0.001 memory: 1723 2022/06/27 01:10:15 - mmengine - INFO - Epoch(val) [129][140/310] eta: 0:00:27 time: 0.201 data_time: 0.094 memory: 1723 2022/06/27 01:10:19 - mmengine - INFO - Epoch(val) [129][160/310] eta: 0:00:15 time: 0.103 data_time: 0.001 memory: 1723 2022/06/27 01:10:26 - mmengine - INFO - Epoch(val) [129][180/310] eta: 0:00:33 time: 0.116 data_time: 0.010 memory: 1723 2022/06/27 01:10:31 - mmengine - INFO - Epoch(val) [129][200/310] eta: 0:00:34 time: 0.103 data_time: 0.001 memory: 1723 2022/06/27 01:10:36 - mmengine - INFO - Epoch(val) [129][220/310] eta: 0:00:13 time: 0.103 data_time: 0.002 memory: 1723 2022/06/27 01:10:40 - mmengine - INFO - Epoch(val) [129][240/310] eta: 0:00:08 time: 0.103 data_time: 0.002 memory: 1723 2022/06/27 01:10:47 - mmengine - INFO - Epoch(val) [129][260/310] eta: 0:00:17 time: 0.114 data_time: 0.008 memory: 1723 2022/06/27 01:10:52 - mmengine - INFO - Epoch(val) [129][280/310] eta: 0:00:10 time: 0.109 data_time: 0.001 memory: 1723 2022/06/27 01:10:54 - mmengine - INFO - Epoch(val) [129][300/310] eta: 0:00:01 time: 0.107 data_time: 0.001 memory: 1723 2022/06/27 01:10:56 - mmengine - INFO - Epoch(val) [129][310/310] acc/top1: 0.5764 acc/top5: 0.8047 acc/mean1: 0.5763 2022/06/27 01:11:06 - mmengine - INFO - Epoch(train) [130][20/3757] lr: 1.853e-03 eta: 13:58:51 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 8.7068 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1671 loss: 2.1671 2022/06/27 01:11:11 - mmengine - INFO - Epoch(train) [130][40/3757] lr: 1.853e-03 eta: 13:58:46 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 9.8213 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6132 loss: 1.6132 2022/06/27 01:11:17 - mmengine - INFO - Epoch(train) [130][60/3757] lr: 1.853e-03 eta: 13:58:41 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 9.9771 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6738 loss: 1.6738 2022/06/27 01:11:22 - mmengine - INFO - Epoch(train) [130][80/3757] lr: 1.853e-03 eta: 13:58:36 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 8.7724 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9278 loss: 1.9278 2022/06/27 01:11:27 - mmengine - INFO - Epoch(train) [130][100/3757] lr: 1.853e-03 eta: 13:58:31 time: 0.281 data_time: 0.014 memory: 5036 grad_norm: 9.3617 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2515 loss: 2.2515 2022/06/27 01:11:33 - mmengine - INFO - Epoch(train) [130][120/3757] lr: 1.853e-03 eta: 13:58:25 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 10.3409 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.7777 loss: 1.7777 2022/06/27 01:11:38 - mmengine - INFO - Epoch(train) [130][140/3757] lr: 1.853e-03 eta: 13:58:20 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 10.2322 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3320 loss: 2.3320 2022/06/27 01:11:43 - mmengine - INFO - Epoch(train) [130][160/3757] lr: 1.853e-03 eta: 13:58:15 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 9.7276 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.4066 loss: 2.4066 2022/06/27 01:11:49 - mmengine - INFO - Epoch(train) [130][180/3757] lr: 1.853e-03 eta: 13:58:10 time: 0.270 data_time: 0.012 memory: 5036 grad_norm: 9.0178 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8801 loss: 1.8801 2022/06/27 01:11:54 - mmengine - INFO - Epoch(train) [130][200/3757] lr: 1.853e-03 eta: 13:58:04 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 8.1709 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7667 loss: 1.7667 2022/06/27 01:12:00 - mmengine - INFO - Epoch(train) [130][220/3757] lr: 1.853e-03 eta: 13:57:59 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 9.0881 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8381 loss: 1.8381 2022/06/27 01:12:05 - mmengine - INFO - Epoch(train) [130][240/3757] lr: 1.853e-03 eta: 13:57:54 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 10.0825 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9305 loss: 1.9305 2022/06/27 01:12:10 - mmengine - INFO - Epoch(train) [130][260/3757] lr: 1.853e-03 eta: 13:57:49 time: 0.265 data_time: 0.014 memory: 5036 grad_norm: 9.6318 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8607 loss: 1.8607 2022/06/27 01:12:15 - mmengine - INFO - Epoch(train) [130][280/3757] lr: 1.853e-03 eta: 13:57:43 time: 0.269 data_time: 0.003 memory: 5036 grad_norm: 9.4806 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3192 loss: 2.3192 2022/06/27 01:12:21 - mmengine - INFO - Epoch(train) [130][300/3757] lr: 1.853e-03 eta: 13:57:38 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 9.1676 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8159 loss: 1.8159 2022/06/27 01:12:26 - mmengine - INFO - Epoch(train) [130][320/3757] lr: 1.853e-03 eta: 13:57:33 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 9.0087 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.7528 loss: 1.7528 2022/06/27 01:12:31 - mmengine - INFO - Epoch(train) [130][340/3757] lr: 1.853e-03 eta: 13:57:28 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 9.8462 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4100 loss: 1.4100 2022/06/27 01:12:33 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 01:12:36 - mmengine - INFO - Epoch(train) [130][360/3757] lr: 1.853e-03 eta: 13:57:22 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 8.5574 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.9631 loss: 1.9631 2022/06/27 01:12:42 - mmengine - INFO - Epoch(train) [130][380/3757] lr: 1.853e-03 eta: 13:57:17 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 9.8544 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.9545 loss: 1.9545 2022/06/27 01:12:47 - mmengine - INFO - Epoch(train) [130][400/3757] lr: 1.853e-03 eta: 13:57:12 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 9.8904 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3386 loss: 2.3386 2022/06/27 01:12:53 - mmengine - INFO - Epoch(train) [130][420/3757] lr: 1.853e-03 eta: 13:57:07 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 9.0172 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6194 loss: 1.6194 2022/06/27 01:12:58 - mmengine - INFO - Epoch(train) [130][440/3757] lr: 1.853e-03 eta: 13:57:02 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 9.4150 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.0758 loss: 2.0758 2022/06/27 01:13:03 - mmengine - INFO - Epoch(train) [130][460/3757] lr: 1.853e-03 eta: 13:56:56 time: 0.261 data_time: 0.015 memory: 5036 grad_norm: 8.6471 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7467 loss: 1.7467 2022/06/27 01:13:08 - mmengine - INFO - Epoch(train) [130][480/3757] lr: 1.853e-03 eta: 13:56:51 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 10.4098 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0660 loss: 2.0660 2022/06/27 01:13:14 - mmengine - INFO - Epoch(train) [130][500/3757] lr: 1.853e-03 eta: 13:56:46 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 10.5090 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.7675 loss: 1.7675 2022/06/27 01:13:19 - mmengine - INFO - Epoch(train) [130][520/3757] lr: 1.853e-03 eta: 13:56:41 time: 0.261 data_time: 0.004 memory: 5036 grad_norm: 7.4827 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1606 loss: 2.1606 2022/06/27 01:13:24 - mmengine - INFO - Epoch(train) [130][540/3757] lr: 1.853e-03 eta: 13:56:35 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 9.0130 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0365 loss: 2.0365 2022/06/27 01:13:30 - mmengine - INFO - Epoch(train) [130][560/3757] lr: 1.853e-03 eta: 13:56:30 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 8.3759 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4578 loss: 2.4578 2022/06/27 01:13:35 - mmengine - INFO - Epoch(train) [130][580/3757] lr: 1.853e-03 eta: 13:56:25 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 8.5828 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8863 loss: 1.8863 2022/06/27 01:13:40 - mmengine - INFO - Epoch(train) [130][600/3757] lr: 1.853e-03 eta: 13:56:20 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 8.6805 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0033 loss: 2.0033 2022/06/27 01:13:46 - mmengine - INFO - Epoch(train) [130][620/3757] lr: 1.853e-03 eta: 13:56:14 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 9.2074 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.1349 loss: 2.1349 2022/06/27 01:13:51 - mmengine - INFO - Epoch(train) [130][640/3757] lr: 1.853e-03 eta: 13:56:09 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 8.9441 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8576 loss: 1.8576 2022/06/27 01:13:56 - mmengine - INFO - Epoch(train) [130][660/3757] lr: 1.853e-03 eta: 13:56:04 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 10.5286 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.1277 loss: 2.1277 2022/06/27 01:14:02 - mmengine - INFO - Epoch(train) [130][680/3757] lr: 1.853e-03 eta: 13:55:59 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 9.8850 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.7859 loss: 1.7859 2022/06/27 01:14:07 - mmengine - INFO - Epoch(train) [130][700/3757] lr: 1.853e-03 eta: 13:55:53 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.3543 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4514 loss: 1.4514 2022/06/27 01:14:12 - mmengine - INFO - Epoch(train) [130][720/3757] lr: 1.853e-03 eta: 13:55:48 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 8.5866 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.1585 loss: 2.1585 2022/06/27 01:14:17 - mmengine - INFO - Epoch(train) [130][740/3757] lr: 1.853e-03 eta: 13:55:43 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 9.8451 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7647 loss: 1.7647 2022/06/27 01:14:22 - mmengine - INFO - Epoch(train) [130][760/3757] lr: 1.853e-03 eta: 13:55:38 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 10.4039 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.1934 loss: 2.1934 2022/06/27 01:14:28 - mmengine - INFO - Epoch(train) [130][780/3757] lr: 1.853e-03 eta: 13:55:32 time: 0.274 data_time: 0.003 memory: 5036 grad_norm: 10.3159 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9523 loss: 1.9523 2022/06/27 01:14:33 - mmengine - INFO - Epoch(train) [130][800/3757] lr: 1.853e-03 eta: 13:55:27 time: 0.257 data_time: 0.011 memory: 5036 grad_norm: 10.6900 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6209 loss: 1.6209 2022/06/27 01:14:38 - mmengine - INFO - Epoch(train) [130][820/3757] lr: 1.853e-03 eta: 13:55:22 time: 0.253 data_time: 0.012 memory: 5036 grad_norm: 9.9696 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.8848 loss: 1.8848 2022/06/27 01:14:43 - mmengine - INFO - Epoch(train) [130][840/3757] lr: 1.853e-03 eta: 13:55:17 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 9.6683 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.4331 loss: 1.4331 2022/06/27 01:14:49 - mmengine - INFO - Epoch(train) [130][860/3757] lr: 1.853e-03 eta: 13:55:11 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 10.2838 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7771 loss: 1.7771 2022/06/27 01:14:54 - mmengine - INFO - Epoch(train) [130][880/3757] lr: 1.853e-03 eta: 13:55:06 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 10.5956 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.5388 loss: 2.5388 2022/06/27 01:14:59 - mmengine - INFO - Epoch(train) [130][900/3757] lr: 1.853e-03 eta: 13:55:01 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 8.4200 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 1.8106 loss: 1.8106 2022/06/27 01:15:04 - mmengine - INFO - Epoch(train) [130][920/3757] lr: 1.853e-03 eta: 13:54:55 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 10.6112 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.8068 loss: 1.8068 2022/06/27 01:15:10 - mmengine - INFO - Epoch(train) [130][940/3757] lr: 1.853e-03 eta: 13:54:50 time: 0.258 data_time: 0.012 memory: 5036 grad_norm: 8.3194 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.3335 loss: 2.3335 2022/06/27 01:15:15 - mmengine - INFO - Epoch(train) [130][960/3757] lr: 1.853e-03 eta: 13:54:45 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 8.6358 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8281 loss: 1.8281 2022/06/27 01:15:20 - mmengine - INFO - Epoch(train) [130][980/3757] lr: 1.853e-03 eta: 13:54:40 time: 0.264 data_time: 0.006 memory: 5036 grad_norm: 7.7432 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9530 loss: 1.9530 2022/06/27 01:15:26 - mmengine - INFO - Epoch(train) [130][1000/3757] lr: 1.853e-03 eta: 13:54:34 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 10.0180 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2234 loss: 2.2234 2022/06/27 01:15:31 - mmengine - INFO - Epoch(train) [130][1020/3757] lr: 1.853e-03 eta: 13:54:29 time: 0.259 data_time: 0.008 memory: 5036 grad_norm: 10.1671 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1133 loss: 2.1133 2022/06/27 01:15:36 - mmengine - INFO - Epoch(train) [130][1040/3757] lr: 1.853e-03 eta: 13:54:24 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 10.8114 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2841 loss: 2.2841 2022/06/27 01:15:42 - mmengine - INFO - Epoch(train) [130][1060/3757] lr: 1.853e-03 eta: 13:54:19 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 9.3404 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1125 loss: 2.1125 2022/06/27 01:15:47 - mmengine - INFO - Epoch(train) [130][1080/3757] lr: 1.853e-03 eta: 13:54:13 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 10.0153 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9569 loss: 1.9569 2022/06/27 01:15:52 - mmengine - INFO - Epoch(train) [130][1100/3757] lr: 1.853e-03 eta: 13:54:08 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 10.0499 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8474 loss: 1.8474 2022/06/27 01:15:57 - mmengine - INFO - Epoch(train) [130][1120/3757] lr: 1.853e-03 eta: 13:54:03 time: 0.265 data_time: 0.006 memory: 5036 grad_norm: 8.9384 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.7705 loss: 1.7705 2022/06/27 01:16:03 - mmengine - INFO - Epoch(train) [130][1140/3757] lr: 1.853e-03 eta: 13:53:58 time: 0.254 data_time: 0.010 memory: 5036 grad_norm: 9.9363 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2417 loss: 2.2417 2022/06/27 01:16:08 - mmengine - INFO - Epoch(train) [130][1160/3757] lr: 1.853e-03 eta: 13:53:52 time: 0.257 data_time: 0.012 memory: 5036 grad_norm: 7.8308 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.0866 loss: 2.0866 2022/06/27 01:16:13 - mmengine - INFO - Epoch(train) [130][1180/3757] lr: 1.853e-03 eta: 13:53:47 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 8.9212 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.0627 loss: 2.0627 2022/06/27 01:16:18 - mmengine - INFO - Epoch(train) [130][1200/3757] lr: 1.853e-03 eta: 13:53:42 time: 0.265 data_time: 0.009 memory: 5036 grad_norm: 8.6561 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.9699 loss: 1.9699 2022/06/27 01:16:23 - mmengine - INFO - Epoch(train) [130][1220/3757] lr: 1.853e-03 eta: 13:53:37 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 8.6371 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9147 loss: 1.9147 2022/06/27 01:16:28 - mmengine - INFO - Epoch(train) [130][1240/3757] lr: 1.853e-03 eta: 13:53:31 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 9.7335 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.6883 loss: 1.6883 2022/06/27 01:16:34 - mmengine - INFO - Epoch(train) [130][1260/3757] lr: 1.853e-03 eta: 13:53:26 time: 0.260 data_time: 0.009 memory: 5036 grad_norm: 10.5684 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2661 loss: 2.2661 2022/06/27 01:16:39 - mmengine - INFO - Epoch(train) [130][1280/3757] lr: 1.853e-03 eta: 13:53:21 time: 0.265 data_time: 0.006 memory: 5036 grad_norm: 8.6259 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.7667 loss: 1.7667 2022/06/27 01:16:44 - mmengine - INFO - Epoch(train) [130][1300/3757] lr: 1.853e-03 eta: 13:53:15 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 9.1461 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8773 loss: 1.8773 2022/06/27 01:16:49 - mmengine - INFO - Epoch(train) [130][1320/3757] lr: 1.853e-03 eta: 13:53:10 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 10.9062 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.9848 loss: 1.9848 2022/06/27 01:16:55 - mmengine - INFO - Epoch(train) [130][1340/3757] lr: 1.853e-03 eta: 13:53:05 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 8.1817 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5032 loss: 1.5032 2022/06/27 01:16:56 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 01:17:00 - mmengine - INFO - Epoch(train) [130][1360/3757] lr: 1.853e-03 eta: 13:53:00 time: 0.264 data_time: 0.006 memory: 5036 grad_norm: 9.4515 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.6929 loss: 1.6929 2022/06/27 01:17:05 - mmengine - INFO - Epoch(train) [130][1380/3757] lr: 1.853e-03 eta: 13:52:54 time: 0.266 data_time: 0.006 memory: 5036 grad_norm: 8.2766 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6942 loss: 1.6942 2022/06/27 01:17:10 - mmengine - INFO - Epoch(train) [130][1400/3757] lr: 1.853e-03 eta: 13:52:49 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 9.6234 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1799 loss: 2.1799 2022/06/27 01:17:15 - mmengine - INFO - Epoch(train) [130][1420/3757] lr: 1.853e-03 eta: 13:52:44 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 7.9612 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0281 loss: 2.0281 2022/06/27 01:17:21 - mmengine - INFO - Epoch(train) [130][1440/3757] lr: 1.853e-03 eta: 13:52:39 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 9.0897 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.9809 loss: 1.9809 2022/06/27 01:17:26 - mmengine - INFO - Epoch(train) [130][1460/3757] lr: 1.853e-03 eta: 13:52:33 time: 0.250 data_time: 0.007 memory: 5036 grad_norm: 9.5923 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.1549 loss: 2.1549 2022/06/27 01:17:31 - mmengine - INFO - Epoch(train) [130][1480/3757] lr: 1.853e-03 eta: 13:52:28 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 9.8779 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2660 loss: 2.2660 2022/06/27 01:17:37 - mmengine - INFO - Epoch(train) [130][1500/3757] lr: 1.853e-03 eta: 13:52:23 time: 0.265 data_time: 0.006 memory: 5036 grad_norm: 9.4976 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.1313 loss: 2.1313 2022/06/27 01:17:42 - mmengine - INFO - Epoch(train) [130][1520/3757] lr: 1.853e-03 eta: 13:52:18 time: 0.261 data_time: 0.009 memory: 5036 grad_norm: 10.6562 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.9596 loss: 1.9596 2022/06/27 01:17:47 - mmengine - INFO - Epoch(train) [130][1540/3757] lr: 1.853e-03 eta: 13:52:12 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 11.0492 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.9909 loss: 1.9909 2022/06/27 01:17:53 - mmengine - INFO - Epoch(train) [130][1560/3757] lr: 1.853e-03 eta: 13:52:07 time: 0.256 data_time: 0.010 memory: 5036 grad_norm: 10.5762 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1974 loss: 2.1974 2022/06/27 01:17:58 - mmengine - INFO - Epoch(train) [130][1580/3757] lr: 1.853e-03 eta: 13:52:02 time: 0.608 data_time: 0.018 memory: 5036 grad_norm: 10.0925 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.7010 loss: 1.7010 2022/06/27 01:18:03 - mmengine - INFO - Epoch(train) [130][1600/3757] lr: 1.853e-03 eta: 13:51:57 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 8.6715 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4451 loss: 1.4451 2022/06/27 01:18:09 - mmengine - INFO - Epoch(train) [130][1620/3757] lr: 1.853e-03 eta: 13:51:51 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 9.8321 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.8785 loss: 1.8785 2022/06/27 01:18:14 - mmengine - INFO - Epoch(train) [130][1640/3757] lr: 1.853e-03 eta: 13:51:46 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 10.6309 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7127 loss: 1.7127 2022/06/27 01:18:19 - mmengine - INFO - Epoch(train) [130][1660/3757] lr: 1.853e-03 eta: 13:51:41 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.9537 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0312 loss: 2.0312 2022/06/27 01:18:25 - mmengine - INFO - Epoch(train) [130][1680/3757] lr: 1.853e-03 eta: 13:51:36 time: 0.263 data_time: 0.007 memory: 5036 grad_norm: 9.0905 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1316 loss: 2.1316 2022/06/27 01:18:30 - mmengine - INFO - Epoch(train) [130][1700/3757] lr: 1.853e-03 eta: 13:51:30 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 10.8989 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1402 loss: 2.1402 2022/06/27 01:18:35 - mmengine - INFO - Epoch(train) [130][1720/3757] lr: 1.853e-03 eta: 13:51:25 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 9.0283 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0489 loss: 2.0489 2022/06/27 01:18:40 - mmengine - INFO - Epoch(train) [130][1740/3757] lr: 1.853e-03 eta: 13:51:20 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 8.7705 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.4770 loss: 2.4770 2022/06/27 01:18:45 - mmengine - INFO - Epoch(train) [130][1760/3757] lr: 1.853e-03 eta: 13:51:15 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 8.7202 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.9618 loss: 1.9618 2022/06/27 01:18:51 - mmengine - INFO - Epoch(train) [130][1780/3757] lr: 1.853e-03 eta: 13:51:09 time: 0.264 data_time: 0.007 memory: 5036 grad_norm: 8.9665 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2831 loss: 2.2831 2022/06/27 01:18:56 - mmengine - INFO - Epoch(train) [130][1800/3757] lr: 1.853e-03 eta: 13:51:04 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 9.7931 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7029 loss: 1.7029 2022/06/27 01:19:02 - mmengine - INFO - Epoch(train) [130][1820/3757] lr: 1.853e-03 eta: 13:50:59 time: 0.259 data_time: 0.012 memory: 5036 grad_norm: 8.1988 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0095 loss: 2.0095 2022/06/27 01:19:07 - mmengine - INFO - Epoch(train) [130][1840/3757] lr: 1.853e-03 eta: 13:50:54 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 9.4054 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3145 loss: 2.3145 2022/06/27 01:19:12 - mmengine - INFO - Epoch(train) [130][1860/3757] lr: 1.853e-03 eta: 13:50:48 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 10.5641 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6768 loss: 1.6768 2022/06/27 01:19:17 - mmengine - INFO - Epoch(train) [130][1880/3757] lr: 1.853e-03 eta: 13:50:43 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 10.0286 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.1430 loss: 2.1430 2022/06/27 01:19:22 - mmengine - INFO - Epoch(train) [130][1900/3757] lr: 1.853e-03 eta: 13:50:38 time: 0.257 data_time: 0.004 memory: 5036 grad_norm: 9.5706 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3244 loss: 2.3244 2022/06/27 01:19:28 - mmengine - INFO - Epoch(train) [130][1920/3757] lr: 1.853e-03 eta: 13:50:32 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 10.7176 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0787 loss: 2.0787 2022/06/27 01:19:33 - mmengine - INFO - Epoch(train) [130][1940/3757] lr: 1.853e-03 eta: 13:50:27 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 10.1697 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.8693 loss: 1.8693 2022/06/27 01:19:38 - mmengine - INFO - Epoch(train) [130][1960/3757] lr: 1.853e-03 eta: 13:50:22 time: 0.279 data_time: 0.009 memory: 5036 grad_norm: 9.0519 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2837 loss: 2.2837 2022/06/27 01:19:43 - mmengine - INFO - Epoch(train) [130][1980/3757] lr: 1.853e-03 eta: 13:50:17 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 11.0034 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0158 loss: 2.0158 2022/06/27 01:19:48 - mmengine - INFO - Epoch(train) [130][2000/3757] lr: 1.853e-03 eta: 13:50:11 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 8.9577 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.2711 loss: 2.2711 2022/06/27 01:19:54 - mmengine - INFO - Epoch(train) [130][2020/3757] lr: 1.853e-03 eta: 13:50:06 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 9.7012 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7616 loss: 1.7616 2022/06/27 01:19:59 - mmengine - INFO - Epoch(train) [130][2040/3757] lr: 1.853e-03 eta: 13:50:01 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 11.1040 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8805 loss: 1.8805 2022/06/27 01:20:04 - mmengine - INFO - Epoch(train) [130][2060/3757] lr: 1.853e-03 eta: 13:49:56 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 10.7051 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 1.9420 loss: 1.9420 2022/06/27 01:20:10 - mmengine - INFO - Epoch(train) [130][2080/3757] lr: 1.853e-03 eta: 13:49:50 time: 0.264 data_time: 0.006 memory: 5036 grad_norm: 8.0263 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6310 loss: 1.6310 2022/06/27 01:20:15 - mmengine - INFO - Epoch(train) [130][2100/3757] lr: 1.853e-03 eta: 13:49:45 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 10.7984 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8399 loss: 1.8399 2022/06/27 01:20:20 - mmengine - INFO - Epoch(train) [130][2120/3757] lr: 1.853e-03 eta: 13:49:40 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 10.4732 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0234 loss: 2.0234 2022/06/27 01:20:25 - mmengine - INFO - Epoch(train) [130][2140/3757] lr: 1.853e-03 eta: 13:49:34 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 8.6076 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.4190 loss: 2.4190 2022/06/27 01:20:30 - mmengine - INFO - Epoch(train) [130][2160/3757] lr: 1.853e-03 eta: 13:49:29 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 9.4899 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8629 loss: 1.8629 2022/06/27 01:20:36 - mmengine - INFO - Epoch(train) [130][2180/3757] lr: 1.853e-03 eta: 13:49:24 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.5132 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0799 loss: 2.0799 2022/06/27 01:20:41 - mmengine - INFO - Epoch(train) [130][2200/3757] lr: 1.853e-03 eta: 13:49:19 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 10.2883 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3003 loss: 2.3003 2022/06/27 01:20:46 - mmengine - INFO - Epoch(train) [130][2220/3757] lr: 1.853e-03 eta: 13:49:13 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 8.6355 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6701 loss: 1.6701 2022/06/27 01:20:51 - mmengine - INFO - Epoch(train) [130][2240/3757] lr: 1.853e-03 eta: 13:49:08 time: 0.269 data_time: 0.007 memory: 5036 grad_norm: 8.6309 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.5620 loss: 1.5620 2022/06/27 01:20:56 - mmengine - INFO - Epoch(train) [130][2260/3757] lr: 1.853e-03 eta: 13:49:03 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 10.7172 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5611 loss: 1.5611 2022/06/27 01:21:02 - mmengine - INFO - Epoch(train) [130][2280/3757] lr: 1.853e-03 eta: 13:48:57 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 9.3627 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9159 loss: 1.9159 2022/06/27 01:21:07 - mmengine - INFO - Epoch(train) [130][2300/3757] lr: 1.853e-03 eta: 13:48:52 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 8.6643 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7948 loss: 1.7948 2022/06/27 01:21:12 - mmengine - INFO - Epoch(train) [130][2320/3757] lr: 1.853e-03 eta: 13:48:47 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 9.4967 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.1318 loss: 2.1318 2022/06/27 01:21:17 - mmengine - INFO - Epoch(train) [130][2340/3757] lr: 1.853e-03 eta: 13:48:42 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 8.3994 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6815 loss: 1.6815 2022/06/27 01:21:19 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 01:21:22 - mmengine - INFO - Epoch(train) [130][2360/3757] lr: 1.853e-03 eta: 13:48:36 time: 0.269 data_time: 0.010 memory: 5036 grad_norm: 8.9989 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0717 loss: 2.0717 2022/06/27 01:21:28 - mmengine - INFO - Epoch(train) [130][2380/3757] lr: 1.853e-03 eta: 13:48:31 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 10.8410 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0044 loss: 2.0044 2022/06/27 01:21:33 - mmengine - INFO - Epoch(train) [130][2400/3757] lr: 1.853e-03 eta: 13:48:26 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 10.1221 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.8361 loss: 1.8361 2022/06/27 01:21:38 - mmengine - INFO - Epoch(train) [130][2420/3757] lr: 1.853e-03 eta: 13:48:21 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 7.7993 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7149 loss: 1.7149 2022/06/27 01:21:43 - mmengine - INFO - Epoch(train) [130][2440/3757] lr: 1.853e-03 eta: 13:48:15 time: 0.266 data_time: 0.019 memory: 5036 grad_norm: 8.8707 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.0457 loss: 2.0457 2022/06/27 01:21:49 - mmengine - INFO - Epoch(train) [130][2460/3757] lr: 1.853e-03 eta: 13:48:10 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 10.8333 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.3690 loss: 2.3690 2022/06/27 01:21:54 - mmengine - INFO - Epoch(train) [130][2480/3757] lr: 1.853e-03 eta: 13:48:05 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 10.9908 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.4043 loss: 2.4043 2022/06/27 01:22:00 - mmengine - INFO - Epoch(train) [130][2500/3757] lr: 1.853e-03 eta: 13:48:00 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 9.0526 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1980 loss: 2.1980 2022/06/27 01:22:05 - mmengine - INFO - Epoch(train) [130][2520/3757] lr: 1.853e-03 eta: 13:47:54 time: 0.259 data_time: 0.008 memory: 5036 grad_norm: 9.2404 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4044 loss: 1.4044 2022/06/27 01:22:10 - mmengine - INFO - Epoch(train) [130][2540/3757] lr: 1.853e-03 eta: 13:47:49 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 9.2475 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.6140 loss: 1.6140 2022/06/27 01:22:15 - mmengine - INFO - Epoch(train) [130][2560/3757] lr: 1.853e-03 eta: 13:47:44 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 8.6229 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.8971 loss: 1.8971 2022/06/27 01:22:21 - mmengine - INFO - Epoch(train) [130][2580/3757] lr: 1.853e-03 eta: 13:47:39 time: 0.250 data_time: 0.004 memory: 5036 grad_norm: 9.0758 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.7862 loss: 1.7862 2022/06/27 01:22:26 - mmengine - INFO - Epoch(train) [130][2600/3757] lr: 1.853e-03 eta: 13:47:33 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 7.8328 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.7167 loss: 1.7167 2022/06/27 01:22:31 - mmengine - INFO - Epoch(train) [130][2620/3757] lr: 1.853e-03 eta: 13:47:28 time: 0.258 data_time: 0.015 memory: 5036 grad_norm: 8.3169 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.9903 loss: 1.9903 2022/06/27 01:22:36 - mmengine - INFO - Epoch(train) [130][2640/3757] lr: 1.853e-03 eta: 13:47:23 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 8.5193 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.8293 loss: 1.8293 2022/06/27 01:22:42 - mmengine - INFO - Epoch(train) [130][2660/3757] lr: 1.853e-03 eta: 13:47:18 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 10.4112 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0122 loss: 2.0122 2022/06/27 01:22:47 - mmengine - INFO - Epoch(train) [130][2680/3757] lr: 1.853e-03 eta: 13:47:12 time: 0.251 data_time: 0.009 memory: 5036 grad_norm: 10.9178 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0762 loss: 2.0762 2022/06/27 01:22:52 - mmengine - INFO - Epoch(train) [130][2700/3757] lr: 1.853e-03 eta: 13:47:07 time: 0.259 data_time: 0.009 memory: 5036 grad_norm: 10.4101 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.9394 loss: 1.9394 2022/06/27 01:22:57 - mmengine - INFO - Epoch(train) [130][2720/3757] lr: 1.853e-03 eta: 13:47:02 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 8.2197 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4016 loss: 2.4016 2022/06/27 01:23:03 - mmengine - INFO - Epoch(train) [130][2740/3757] lr: 1.853e-03 eta: 13:46:57 time: 0.267 data_time: 0.003 memory: 5036 grad_norm: 9.8762 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.1695 loss: 2.1695 2022/06/27 01:23:08 - mmengine - INFO - Epoch(train) [130][2760/3757] lr: 1.853e-03 eta: 13:46:51 time: 0.250 data_time: 0.007 memory: 5036 grad_norm: 8.9601 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.4041 loss: 2.4041 2022/06/27 01:23:13 - mmengine - INFO - Epoch(train) [130][2780/3757] lr: 1.853e-03 eta: 13:46:46 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 8.1516 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9552 loss: 1.9552 2022/06/27 01:23:18 - mmengine - INFO - Epoch(train) [130][2800/3757] lr: 1.853e-03 eta: 13:46:41 time: 0.265 data_time: 0.009 memory: 5036 grad_norm: 9.6136 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.1374 loss: 2.1374 2022/06/27 01:23:24 - mmengine - INFO - Epoch(train) [130][2820/3757] lr: 1.853e-03 eta: 13:46:35 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 9.4788 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2009 loss: 2.2009 2022/06/27 01:23:29 - mmengine - INFO - Epoch(train) [130][2840/3757] lr: 1.853e-03 eta: 13:46:30 time: 0.263 data_time: 0.013 memory: 5036 grad_norm: 8.8938 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9828 loss: 1.9828 2022/06/27 01:23:34 - mmengine - INFO - Epoch(train) [130][2860/3757] lr: 1.853e-03 eta: 13:46:25 time: 0.261 data_time: 0.012 memory: 5036 grad_norm: 11.6920 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.8323 loss: 1.8323 2022/06/27 01:23:39 - mmengine - INFO - Epoch(train) [130][2880/3757] lr: 1.853e-03 eta: 13:46:20 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 8.2407 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7118 loss: 1.7118 2022/06/27 01:23:45 - mmengine - INFO - Epoch(train) [130][2900/3757] lr: 1.853e-03 eta: 13:46:14 time: 0.251 data_time: 0.008 memory: 5036 grad_norm: 9.2626 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.8248 loss: 1.8248 2022/06/27 01:23:50 - mmengine - INFO - Epoch(train) [130][2920/3757] lr: 1.853e-03 eta: 13:46:09 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 9.8655 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0191 loss: 2.0191 2022/06/27 01:23:55 - mmengine - INFO - Epoch(train) [130][2940/3757] lr: 1.853e-03 eta: 13:46:04 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 10.1384 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.9185 loss: 1.9185 2022/06/27 01:24:00 - mmengine - INFO - Epoch(train) [130][2960/3757] lr: 1.853e-03 eta: 13:45:59 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 9.3570 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7924 loss: 1.7924 2022/06/27 01:24:06 - mmengine - INFO - Epoch(train) [130][2980/3757] lr: 1.853e-03 eta: 13:45:53 time: 0.254 data_time: 0.011 memory: 5036 grad_norm: 10.4344 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.9492 loss: 1.9492 2022/06/27 01:24:11 - mmengine - INFO - Epoch(train) [130][3000/3757] lr: 1.853e-03 eta: 13:45:48 time: 0.251 data_time: 0.012 memory: 5036 grad_norm: 8.7400 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8714 loss: 1.8714 2022/06/27 01:24:16 - mmengine - INFO - Epoch(train) [130][3020/3757] lr: 1.853e-03 eta: 13:45:43 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 8.4885 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1600 loss: 2.1600 2022/06/27 01:24:21 - mmengine - INFO - Epoch(train) [130][3040/3757] lr: 1.853e-03 eta: 13:45:38 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 8.6507 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0102 loss: 2.0102 2022/06/27 01:24:27 - mmengine - INFO - Epoch(train) [130][3060/3757] lr: 1.853e-03 eta: 13:45:32 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 10.9986 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.9376 loss: 1.9376 2022/06/27 01:24:32 - mmengine - INFO - Epoch(train) [130][3080/3757] lr: 1.853e-03 eta: 13:45:27 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 10.4170 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9314 loss: 1.9314 2022/06/27 01:24:37 - mmengine - INFO - Epoch(train) [130][3100/3757] lr: 1.853e-03 eta: 13:45:22 time: 0.257 data_time: 0.008 memory: 5036 grad_norm: 8.5851 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9991 loss: 1.9991 2022/06/27 01:24:43 - mmengine - INFO - Epoch(train) [130][3120/3757] lr: 1.853e-03 eta: 13:45:17 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 8.0421 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8959 loss: 1.8959 2022/06/27 01:24:48 - mmengine - INFO - Epoch(train) [130][3140/3757] lr: 1.853e-03 eta: 13:45:11 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 8.5676 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.9157 loss: 1.9157 2022/06/27 01:24:53 - mmengine - INFO - Epoch(train) [130][3160/3757] lr: 1.853e-03 eta: 13:45:06 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 10.0573 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0229 loss: 2.0229 2022/06/27 01:24:58 - mmengine - INFO - Epoch(train) [130][3180/3757] lr: 1.853e-03 eta: 13:45:01 time: 0.323 data_time: 0.010 memory: 5036 grad_norm: 8.3632 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.8559 loss: 1.8559 2022/06/27 01:25:04 - mmengine - INFO - Epoch(train) [130][3200/3757] lr: 1.853e-03 eta: 13:44:56 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 10.0236 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.2726 loss: 2.2726 2022/06/27 01:25:09 - mmengine - INFO - Epoch(train) [130][3220/3757] lr: 1.853e-03 eta: 13:44:50 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 10.6335 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.1395 loss: 2.1395 2022/06/27 01:25:14 - mmengine - INFO - Epoch(train) [130][3240/3757] lr: 1.853e-03 eta: 13:44:45 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 10.1247 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.0128 loss: 2.0128 2022/06/27 01:25:20 - mmengine - INFO - Epoch(train) [130][3260/3757] lr: 1.853e-03 eta: 13:44:40 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 11.2613 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0542 loss: 2.0542 2022/06/27 01:25:25 - mmengine - INFO - Epoch(train) [130][3280/3757] lr: 1.853e-03 eta: 13:44:34 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 11.4851 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.0602 loss: 2.0602 2022/06/27 01:25:30 - mmengine - INFO - Epoch(train) [130][3300/3757] lr: 1.853e-03 eta: 13:44:29 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 9.3597 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0514 loss: 2.0514 2022/06/27 01:25:35 - mmengine - INFO - Epoch(train) [130][3320/3757] lr: 1.853e-03 eta: 13:44:24 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 10.6110 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6946 loss: 1.6946 2022/06/27 01:25:40 - mmengine - INFO - Epoch(train) [130][3340/3757] lr: 1.853e-03 eta: 13:44:19 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 9.1047 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9255 loss: 1.9255 2022/06/27 01:25:42 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 01:25:46 - mmengine - INFO - Epoch(train) [130][3360/3757] lr: 1.853e-03 eta: 13:44:13 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 8.8364 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0277 loss: 2.0277 2022/06/27 01:25:51 - mmengine - INFO - Epoch(train) [130][3380/3757] lr: 1.853e-03 eta: 13:44:08 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 8.5109 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.0891 loss: 2.0891 2022/06/27 01:25:56 - mmengine - INFO - Epoch(train) [130][3400/3757] lr: 1.853e-03 eta: 13:44:03 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 9.9374 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9192 loss: 1.9192 2022/06/27 01:26:02 - mmengine - INFO - Epoch(train) [130][3420/3757] lr: 1.853e-03 eta: 13:43:58 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 9.9840 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9836 loss: 1.9836 2022/06/27 01:26:07 - mmengine - INFO - Epoch(train) [130][3440/3757] lr: 1.853e-03 eta: 13:43:52 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 8.7152 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7522 loss: 1.7522 2022/06/27 01:26:12 - mmengine - INFO - Epoch(train) [130][3460/3757] lr: 1.853e-03 eta: 13:43:47 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 9.6713 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0867 loss: 2.0867 2022/06/27 01:26:17 - mmengine - INFO - Epoch(train) [130][3480/3757] lr: 1.853e-03 eta: 13:43:42 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 10.8308 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.0965 loss: 2.0965 2022/06/27 01:26:22 - mmengine - INFO - Epoch(train) [130][3500/3757] lr: 1.853e-03 eta: 13:43:37 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 8.7865 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.2063 loss: 2.2063 2022/06/27 01:26:28 - mmengine - INFO - Epoch(train) [130][3520/3757] lr: 1.853e-03 eta: 13:43:31 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 8.6412 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0261 loss: 2.0261 2022/06/27 01:26:33 - mmengine - INFO - Epoch(train) [130][3540/3757] lr: 1.853e-03 eta: 13:43:26 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 8.4494 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.7726 loss: 1.7726 2022/06/27 01:26:38 - mmengine - INFO - Epoch(train) [130][3560/3757] lr: 1.853e-03 eta: 13:43:21 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 10.1805 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.5256 loss: 2.5256 2022/06/27 01:26:44 - mmengine - INFO - Epoch(train) [130][3580/3757] lr: 1.853e-03 eta: 13:43:16 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 10.8356 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8442 loss: 1.8442 2022/06/27 01:26:49 - mmengine - INFO - Epoch(train) [130][3600/3757] lr: 1.853e-03 eta: 13:43:10 time: 0.298 data_time: 0.029 memory: 5036 grad_norm: 10.8997 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.0804 loss: 2.0804 2022/06/27 01:26:54 - mmengine - INFO - Epoch(train) [130][3620/3757] lr: 1.853e-03 eta: 13:43:05 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 8.2219 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9515 loss: 1.9515 2022/06/27 01:26:59 - mmengine - INFO - Epoch(train) [130][3640/3757] lr: 1.853e-03 eta: 13:43:00 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 10.3318 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2286 loss: 2.2286 2022/06/27 01:27:04 - mmengine - INFO - Epoch(train) [130][3660/3757] lr: 1.853e-03 eta: 13:42:54 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 8.7640 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.3029 loss: 2.3029 2022/06/27 01:27:10 - mmengine - INFO - Epoch(train) [130][3680/3757] lr: 1.853e-03 eta: 13:42:49 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.8561 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1930 loss: 2.1930 2022/06/27 01:27:15 - mmengine - INFO - Epoch(train) [130][3700/3757] lr: 1.853e-03 eta: 13:42:44 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 8.1340 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7801 loss: 1.7801 2022/06/27 01:27:21 - mmengine - INFO - Epoch(train) [130][3720/3757] lr: 1.853e-03 eta: 13:42:39 time: 0.256 data_time: 0.010 memory: 5036 grad_norm: 11.8308 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1074 loss: 2.1074 2022/06/27 01:27:26 - mmengine - INFO - Epoch(train) [130][3740/3757] lr: 1.853e-03 eta: 13:42:33 time: 0.243 data_time: 0.011 memory: 5036 grad_norm: 10.1209 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1638 loss: 2.1638 2022/06/27 01:27:30 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 01:27:30 - mmengine - INFO - Saving checkpoint at 130 epochs 2022/06/27 01:27:43 - mmengine - INFO - Epoch(val) [130][20/310] eta: 0:01:44 time: 0.103 data_time: 0.002 memory: 5036 2022/06/27 01:27:47 - mmengine - INFO - Epoch(val) [130][40/310] eta: 0:01:36 time: 0.107 data_time: 0.005 memory: 1723 2022/06/27 01:27:52 - mmengine - INFO - Epoch(val) [130][60/310] eta: 0:00:26 time: 0.103 data_time: 0.001 memory: 1723 2022/06/27 01:27:56 - mmengine - INFO - Epoch(val) [130][80/310] eta: 0:00:24 time: 0.104 data_time: 0.002 memory: 1723 2022/06/27 01:28:03 - mmengine - INFO - Epoch(val) [130][100/310] eta: 0:01:11 time: 0.108 data_time: 0.001 memory: 1723 2022/06/27 01:28:08 - mmengine - INFO - Epoch(val) [130][120/310] eta: 0:01:09 time: 0.257 data_time: 0.150 memory: 1723 2022/06/27 01:28:13 - mmengine - INFO - Epoch(val) [130][140/310] eta: 0:00:22 time: 0.103 data_time: 0.001 memory: 1723 2022/06/27 01:28:18 - mmengine - INFO - Epoch(val) [130][160/310] eta: 0:00:20 time: 0.108 data_time: 0.001 memory: 1723 2022/06/27 01:28:24 - mmengine - INFO - Epoch(val) [130][180/310] eta: 0:00:38 time: 0.112 data_time: 0.011 memory: 1723 2022/06/27 01:28:29 - mmengine - INFO - Epoch(val) [130][200/310] eta: 0:00:38 time: 0.600 data_time: 0.499 memory: 1723 2022/06/27 01:28:34 - mmengine - INFO - Epoch(val) [130][220/310] eta: 0:00:11 time: 0.105 data_time: 0.002 memory: 1723 2022/06/27 01:28:38 - mmengine - INFO - Epoch(val) [130][240/310] eta: 0:00:07 time: 0.108 data_time: 0.001 memory: 1723 2022/06/27 01:28:45 - mmengine - INFO - Epoch(val) [130][260/310] eta: 0:00:17 time: 0.106 data_time: 0.005 memory: 1723 2022/06/27 01:28:50 - mmengine - INFO - Epoch(val) [130][280/310] eta: 0:00:10 time: 0.127 data_time: 0.013 memory: 1723 2022/06/27 01:28:52 - mmengine - INFO - Epoch(val) [130][300/310] eta: 0:00:01 time: 0.097 data_time: 0.001 memory: 1723 2022/06/27 01:28:54 - mmengine - INFO - Epoch(val) [130][310/310] acc/top1: 0.5753 acc/top5: 0.8028 acc/mean1: 0.5751 2022/06/27 01:29:04 - mmengine - INFO - Epoch(train) [131][20/3757] lr: 1.786e-03 eta: 13:42:25 time: 0.277 data_time: 0.003 memory: 5036 grad_norm: 10.3940 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2072 loss: 2.2072 2022/06/27 01:29:09 - mmengine - INFO - Epoch(train) [131][40/3757] lr: 1.786e-03 eta: 13:42:19 time: 0.258 data_time: 0.011 memory: 5036 grad_norm: 9.6605 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7239 loss: 1.7239 2022/06/27 01:29:14 - mmengine - INFO - Epoch(train) [131][60/3757] lr: 1.786e-03 eta: 13:42:14 time: 0.245 data_time: 0.003 memory: 5036 grad_norm: 11.9517 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8741 loss: 1.8741 2022/06/27 01:29:20 - mmengine - INFO - Epoch(train) [131][80/3757] lr: 1.786e-03 eta: 13:42:09 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 10.0807 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9252 loss: 1.9252 2022/06/27 01:29:25 - mmengine - INFO - Epoch(train) [131][100/3757] lr: 1.786e-03 eta: 13:42:04 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 9.6536 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0978 loss: 2.0978 2022/06/27 01:29:30 - mmengine - INFO - Epoch(train) [131][120/3757] lr: 1.786e-03 eta: 13:41:58 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 9.8831 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1210 loss: 2.1210 2022/06/27 01:29:36 - mmengine - INFO - Epoch(train) [131][140/3757] lr: 1.786e-03 eta: 13:41:53 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 10.2797 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0553 loss: 2.0553 2022/06/27 01:29:41 - mmengine - INFO - Epoch(train) [131][160/3757] lr: 1.786e-03 eta: 13:41:48 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 9.7041 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.5388 loss: 1.5388 2022/06/27 01:29:46 - mmengine - INFO - Epoch(train) [131][180/3757] lr: 1.786e-03 eta: 13:41:43 time: 0.250 data_time: 0.004 memory: 5036 grad_norm: 9.7926 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.8914 loss: 1.8914 2022/06/27 01:29:52 - mmengine - INFO - Epoch(train) [131][200/3757] lr: 1.786e-03 eta: 13:41:37 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 9.9950 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.6843 loss: 1.6843 2022/06/27 01:29:57 - mmengine - INFO - Epoch(train) [131][220/3757] lr: 1.786e-03 eta: 13:41:32 time: 0.245 data_time: 0.003 memory: 5036 grad_norm: 8.5689 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8302 loss: 1.8302 2022/06/27 01:30:02 - mmengine - INFO - Epoch(train) [131][240/3757] lr: 1.786e-03 eta: 13:41:27 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 8.0805 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2033 loss: 2.2033 2022/06/27 01:30:08 - mmengine - INFO - Epoch(train) [131][260/3757] lr: 1.786e-03 eta: 13:41:22 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 9.1616 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1356 loss: 2.1356 2022/06/27 01:30:13 - mmengine - INFO - Epoch(train) [131][280/3757] lr: 1.786e-03 eta: 13:41:17 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 9.6569 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.6490 loss: 1.6490 2022/06/27 01:30:18 - mmengine - INFO - Epoch(train) [131][300/3757] lr: 1.786e-03 eta: 13:41:11 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 9.0935 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4602 loss: 2.4602 2022/06/27 01:30:24 - mmengine - INFO - Epoch(train) [131][320/3757] lr: 1.786e-03 eta: 13:41:06 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 9.8322 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.3915 loss: 2.3915 2022/06/27 01:30:29 - mmengine - INFO - Epoch(train) [131][340/3757] lr: 1.786e-03 eta: 13:41:01 time: 0.272 data_time: 0.003 memory: 5036 grad_norm: 8.7770 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.0392 loss: 2.0392 2022/06/27 01:30:35 - mmengine - INFO - Epoch(train) [131][360/3757] lr: 1.786e-03 eta: 13:40:56 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 11.7054 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9190 loss: 1.9190 2022/06/27 01:30:40 - mmengine - INFO - Epoch(train) [131][380/3757] lr: 1.786e-03 eta: 13:40:50 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 9.0920 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.3278 loss: 2.3278 2022/06/27 01:30:45 - mmengine - INFO - Epoch(train) [131][400/3757] lr: 1.786e-03 eta: 13:40:45 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 11.6046 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.4434 loss: 2.4434 2022/06/27 01:30:51 - mmengine - INFO - Epoch(train) [131][420/3757] lr: 1.786e-03 eta: 13:40:40 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 9.1953 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2224 loss: 2.2224 2022/06/27 01:30:56 - mmengine - INFO - Epoch(train) [131][440/3757] lr: 1.786e-03 eta: 13:40:35 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 10.7798 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.2820 loss: 2.2820 2022/06/27 01:31:01 - mmengine - INFO - Epoch(train) [131][460/3757] lr: 1.786e-03 eta: 13:40:29 time: 0.265 data_time: 0.012 memory: 5036 grad_norm: 10.3028 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0512 loss: 2.0512 2022/06/27 01:31:06 - mmengine - INFO - Epoch(train) [131][480/3757] lr: 1.786e-03 eta: 13:40:24 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 10.0177 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.9262 loss: 1.9262 2022/06/27 01:31:12 - mmengine - INFO - Epoch(train) [131][500/3757] lr: 1.786e-03 eta: 13:40:19 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 9.5364 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8768 loss: 1.8768 2022/06/27 01:31:17 - mmengine - INFO - Epoch(train) [131][520/3757] lr: 1.786e-03 eta: 13:40:14 time: 0.251 data_time: 0.004 memory: 5036 grad_norm: 8.1577 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9977 loss: 1.9977 2022/06/27 01:31:22 - mmengine - INFO - Epoch(train) [131][540/3757] lr: 1.786e-03 eta: 13:40:08 time: 0.256 data_time: 0.013 memory: 5036 grad_norm: 7.5494 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9428 loss: 1.9428 2022/06/27 01:31:27 - mmengine - INFO - Epoch(train) [131][560/3757] lr: 1.786e-03 eta: 13:40:03 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 8.7619 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9986 loss: 1.9986 2022/06/27 01:31:33 - mmengine - INFO - Epoch(train) [131][580/3757] lr: 1.786e-03 eta: 13:39:58 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 10.0447 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8759 loss: 1.8759 2022/06/27 01:31:35 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 01:31:38 - mmengine - INFO - Epoch(train) [131][600/3757] lr: 1.786e-03 eta: 13:39:53 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 9.5036 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0282 loss: 2.0282 2022/06/27 01:31:43 - mmengine - INFO - Epoch(train) [131][620/3757] lr: 1.786e-03 eta: 13:39:47 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 10.9375 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8697 loss: 1.8697 2022/06/27 01:31:49 - mmengine - INFO - Epoch(train) [131][640/3757] lr: 1.786e-03 eta: 13:39:42 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 11.4754 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.8541 loss: 1.8541 2022/06/27 01:31:54 - mmengine - INFO - Epoch(train) [131][660/3757] lr: 1.786e-03 eta: 13:39:37 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 10.3410 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2608 loss: 2.2608 2022/06/27 01:31:59 - mmengine - INFO - Epoch(train) [131][680/3757] lr: 1.786e-03 eta: 13:39:32 time: 0.260 data_time: 0.010 memory: 5036 grad_norm: 9.3545 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.6749 loss: 1.6749 2022/06/27 01:32:05 - mmengine - INFO - Epoch(train) [131][700/3757] lr: 1.786e-03 eta: 13:39:26 time: 0.266 data_time: 0.017 memory: 5036 grad_norm: 10.1831 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0966 loss: 2.0966 2022/06/27 01:32:10 - mmengine - INFO - Epoch(train) [131][720/3757] lr: 1.786e-03 eta: 13:39:21 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 7.9023 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.0999 loss: 2.0999 2022/06/27 01:32:15 - mmengine - INFO - Epoch(train) [131][740/3757] lr: 1.786e-03 eta: 13:39:16 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 7.9689 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.8159 loss: 1.8159 2022/06/27 01:32:21 - mmengine - INFO - Epoch(train) [131][760/3757] lr: 1.786e-03 eta: 13:39:11 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 8.7666 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.9826 loss: 1.9826 2022/06/27 01:32:26 - mmengine - INFO - Epoch(train) [131][780/3757] lr: 1.786e-03 eta: 13:39:06 time: 0.259 data_time: 0.011 memory: 5036 grad_norm: 10.2637 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2071 loss: 2.2071 2022/06/27 01:32:31 - mmengine - INFO - Epoch(train) [131][800/3757] lr: 1.786e-03 eta: 13:39:00 time: 0.266 data_time: 0.006 memory: 5036 grad_norm: 8.5235 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7578 loss: 1.7578 2022/06/27 01:32:36 - mmengine - INFO - Epoch(train) [131][820/3757] lr: 1.786e-03 eta: 13:38:55 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 7.2276 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4643 loss: 1.4643 2022/06/27 01:32:42 - mmengine - INFO - Epoch(train) [131][840/3757] lr: 1.786e-03 eta: 13:38:50 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 9.5112 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.7559 loss: 1.7559 2022/06/27 01:32:47 - mmengine - INFO - Epoch(train) [131][860/3757] lr: 1.786e-03 eta: 13:38:44 time: 0.251 data_time: 0.008 memory: 5036 grad_norm: 10.5104 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4793 loss: 2.4793 2022/06/27 01:32:52 - mmengine - INFO - Epoch(train) [131][880/3757] lr: 1.786e-03 eta: 13:38:39 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 8.6407 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.7458 loss: 1.7458 2022/06/27 01:32:57 - mmengine - INFO - Epoch(train) [131][900/3757] lr: 1.786e-03 eta: 13:38:34 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 10.4061 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9669 loss: 1.9669 2022/06/27 01:33:03 - mmengine - INFO - Epoch(train) [131][920/3757] lr: 1.786e-03 eta: 13:38:29 time: 0.252 data_time: 0.010 memory: 5036 grad_norm: 8.8997 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8810 loss: 1.8810 2022/06/27 01:33:08 - mmengine - INFO - Epoch(train) [131][940/3757] lr: 1.786e-03 eta: 13:38:23 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 9.9369 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.6728 loss: 2.6728 2022/06/27 01:33:13 - mmengine - INFO - Epoch(train) [131][960/3757] lr: 1.786e-03 eta: 13:38:18 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 10.1416 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6106 loss: 1.6106 2022/06/27 01:33:18 - mmengine - INFO - Epoch(train) [131][980/3757] lr: 1.786e-03 eta: 13:38:13 time: 0.261 data_time: 0.004 memory: 5036 grad_norm: 9.3372 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7923 loss: 1.7923 2022/06/27 01:33:24 - mmengine - INFO - Epoch(train) [131][1000/3757] lr: 1.786e-03 eta: 13:38:08 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 9.6833 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.6315 loss: 1.6315 2022/06/27 01:33:29 - mmengine - INFO - Epoch(train) [131][1020/3757] lr: 1.786e-03 eta: 13:38:02 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 12.2371 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8278 loss: 1.8278 2022/06/27 01:33:34 - mmengine - INFO - Epoch(train) [131][1040/3757] lr: 1.786e-03 eta: 13:37:57 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 7.9676 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6755 loss: 1.6755 2022/06/27 01:33:40 - mmengine - INFO - Epoch(train) [131][1060/3757] lr: 1.786e-03 eta: 13:37:52 time: 0.277 data_time: 0.026 memory: 5036 grad_norm: 9.3055 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.7096 loss: 1.7096 2022/06/27 01:33:45 - mmengine - INFO - Epoch(train) [131][1080/3757] lr: 1.786e-03 eta: 13:37:47 time: 0.244 data_time: 0.003 memory: 5036 grad_norm: 10.3711 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7392 loss: 1.7392 2022/06/27 01:33:50 - mmengine - INFO - Epoch(train) [131][1100/3757] lr: 1.786e-03 eta: 13:37:41 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 10.0988 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.9398 loss: 1.9398 2022/06/27 01:33:55 - mmengine - INFO - Epoch(train) [131][1120/3757] lr: 1.786e-03 eta: 13:37:36 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 10.2953 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.0460 loss: 2.0460 2022/06/27 01:34:01 - mmengine - INFO - Epoch(train) [131][1140/3757] lr: 1.786e-03 eta: 13:37:31 time: 0.271 data_time: 0.009 memory: 5036 grad_norm: 9.9433 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2288 loss: 2.2288 2022/06/27 01:34:06 - mmengine - INFO - Epoch(train) [131][1160/3757] lr: 1.786e-03 eta: 13:37:26 time: 0.254 data_time: 0.012 memory: 5036 grad_norm: 9.6677 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6476 loss: 1.6476 2022/06/27 01:34:11 - mmengine - INFO - Epoch(train) [131][1180/3757] lr: 1.786e-03 eta: 13:37:20 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 12.9700 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.2852 loss: 2.2852 2022/06/27 01:34:17 - mmengine - INFO - Epoch(train) [131][1200/3757] lr: 1.786e-03 eta: 13:37:15 time: 0.256 data_time: 0.014 memory: 5036 grad_norm: 10.6494 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8639 loss: 1.8639 2022/06/27 01:34:22 - mmengine - INFO - Epoch(train) [131][1220/3757] lr: 1.786e-03 eta: 13:37:10 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 9.0810 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.1984 loss: 2.1984 2022/06/27 01:34:27 - mmengine - INFO - Epoch(train) [131][1240/3757] lr: 1.786e-03 eta: 13:37:05 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 10.9413 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0062 loss: 2.0062 2022/06/27 01:34:33 - mmengine - INFO - Epoch(train) [131][1260/3757] lr: 1.786e-03 eta: 13:37:00 time: 0.264 data_time: 0.006 memory: 5036 grad_norm: 10.2908 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.7895 loss: 1.7895 2022/06/27 01:34:38 - mmengine - INFO - Epoch(train) [131][1280/3757] lr: 1.786e-03 eta: 13:36:54 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 10.4284 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.0678 loss: 2.0678 2022/06/27 01:34:43 - mmengine - INFO - Epoch(train) [131][1300/3757] lr: 1.786e-03 eta: 13:36:49 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 8.9452 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1609 loss: 2.1609 2022/06/27 01:34:48 - mmengine - INFO - Epoch(train) [131][1320/3757] lr: 1.786e-03 eta: 13:36:44 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 7.4179 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.7144 loss: 1.7144 2022/06/27 01:34:54 - mmengine - INFO - Epoch(train) [131][1340/3757] lr: 1.786e-03 eta: 13:36:38 time: 0.254 data_time: 0.012 memory: 5036 grad_norm: 9.5982 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7802 loss: 1.7802 2022/06/27 01:34:59 - mmengine - INFO - Epoch(train) [131][1360/3757] lr: 1.786e-03 eta: 13:36:33 time: 0.270 data_time: 0.006 memory: 5036 grad_norm: 9.2222 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.8247 loss: 1.8247 2022/06/27 01:35:04 - mmengine - INFO - Epoch(train) [131][1380/3757] lr: 1.786e-03 eta: 13:36:28 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 10.1919 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9607 loss: 1.9607 2022/06/27 01:35:09 - mmengine - INFO - Epoch(train) [131][1400/3757] lr: 1.786e-03 eta: 13:36:23 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 9.8135 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9189 loss: 1.9189 2022/06/27 01:35:15 - mmengine - INFO - Epoch(train) [131][1420/3757] lr: 1.786e-03 eta: 13:36:17 time: 0.262 data_time: 0.009 memory: 5036 grad_norm: 9.7500 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.7768 loss: 1.7768 2022/06/27 01:35:20 - mmengine - INFO - Epoch(train) [131][1440/3757] lr: 1.786e-03 eta: 13:36:12 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 10.8662 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0280 loss: 2.0280 2022/06/27 01:35:25 - mmengine - INFO - Epoch(train) [131][1460/3757] lr: 1.786e-03 eta: 13:36:07 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 9.1001 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.0094 loss: 2.0094 2022/06/27 01:35:31 - mmengine - INFO - Epoch(train) [131][1480/3757] lr: 1.786e-03 eta: 13:36:02 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 9.4447 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.8028 loss: 1.8028 2022/06/27 01:35:36 - mmengine - INFO - Epoch(train) [131][1500/3757] lr: 1.786e-03 eta: 13:35:56 time: 0.269 data_time: 0.003 memory: 5036 grad_norm: 9.9915 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9063 loss: 1.9063 2022/06/27 01:35:41 - mmengine - INFO - Epoch(train) [131][1520/3757] lr: 1.786e-03 eta: 13:35:51 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 9.5341 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.5226 loss: 1.5226 2022/06/27 01:35:46 - mmengine - INFO - Epoch(train) [131][1540/3757] lr: 1.786e-03 eta: 13:35:46 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 10.8181 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.1010 loss: 2.1010 2022/06/27 01:35:52 - mmengine - INFO - Epoch(train) [131][1560/3757] lr: 1.786e-03 eta: 13:35:41 time: 0.260 data_time: 0.009 memory: 5036 grad_norm: 9.0074 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2620 loss: 2.2620 2022/06/27 01:35:57 - mmengine - INFO - Epoch(train) [131][1580/3757] lr: 1.786e-03 eta: 13:35:35 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 10.5296 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.9001 loss: 1.9001 2022/06/27 01:36:00 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 01:36:03 - mmengine - INFO - Epoch(train) [131][1600/3757] lr: 1.786e-03 eta: 13:35:30 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 10.9180 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1007 loss: 2.1007 2022/06/27 01:36:08 - mmengine - INFO - Epoch(train) [131][1620/3757] lr: 1.786e-03 eta: 13:35:25 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 7.9244 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9793 loss: 1.9793 2022/06/27 01:36:14 - mmengine - INFO - Epoch(train) [131][1640/3757] lr: 1.786e-03 eta: 13:35:20 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 10.0551 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.0108 loss: 2.0108 2022/06/27 01:36:19 - mmengine - INFO - Epoch(train) [131][1660/3757] lr: 1.786e-03 eta: 13:35:15 time: 0.260 data_time: 0.012 memory: 5036 grad_norm: 11.2783 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.9405 loss: 1.9405 2022/06/27 01:36:24 - mmengine - INFO - Epoch(train) [131][1680/3757] lr: 1.786e-03 eta: 13:35:09 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 10.5118 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.0902 loss: 2.0902 2022/06/27 01:36:30 - mmengine - INFO - Epoch(train) [131][1700/3757] lr: 1.786e-03 eta: 13:35:04 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 8.3425 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9202 loss: 1.9202 2022/06/27 01:36:35 - mmengine - INFO - Epoch(train) [131][1720/3757] lr: 1.786e-03 eta: 13:34:59 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 10.2681 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.8210 loss: 1.8210 2022/06/27 01:36:40 - mmengine - INFO - Epoch(train) [131][1740/3757] lr: 1.786e-03 eta: 13:34:54 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 8.7301 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.7241 loss: 1.7241 2022/06/27 01:36:45 - mmengine - INFO - Epoch(train) [131][1760/3757] lr: 1.786e-03 eta: 13:34:48 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 9.2258 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8495 loss: 1.8495 2022/06/27 01:36:51 - mmengine - INFO - Epoch(train) [131][1780/3757] lr: 1.786e-03 eta: 13:34:43 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 10.1330 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0471 loss: 2.0471 2022/06/27 01:36:56 - mmengine - INFO - Epoch(train) [131][1800/3757] lr: 1.786e-03 eta: 13:34:38 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 8.6767 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0774 loss: 2.0774 2022/06/27 01:37:01 - mmengine - INFO - Epoch(train) [131][1820/3757] lr: 1.786e-03 eta: 13:34:33 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 9.0349 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9938 loss: 1.9938 2022/06/27 01:37:07 - mmengine - INFO - Epoch(train) [131][1840/3757] lr: 1.786e-03 eta: 13:34:27 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 9.7472 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0799 loss: 2.0799 2022/06/27 01:37:12 - mmengine - INFO - Epoch(train) [131][1860/3757] lr: 1.786e-03 eta: 13:34:22 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 11.8051 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4024 loss: 1.4024 2022/06/27 01:37:17 - mmengine - INFO - Epoch(train) [131][1880/3757] lr: 1.786e-03 eta: 13:34:17 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 10.1831 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9898 loss: 1.9898 2022/06/27 01:37:23 - mmengine - INFO - Epoch(train) [131][1900/3757] lr: 1.786e-03 eta: 13:34:12 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 9.0088 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.0308 loss: 2.0308 2022/06/27 01:37:28 - mmengine - INFO - Epoch(train) [131][1920/3757] lr: 1.786e-03 eta: 13:34:06 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 9.5079 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.0807 loss: 2.0807 2022/06/27 01:37:33 - mmengine - INFO - Epoch(train) [131][1940/3757] lr: 1.786e-03 eta: 13:34:01 time: 0.263 data_time: 0.010 memory: 5036 grad_norm: 9.9688 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.7143 loss: 1.7143 2022/06/27 01:37:38 - mmengine - INFO - Epoch(train) [131][1960/3757] lr: 1.786e-03 eta: 13:33:56 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.3929 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.3908 loss: 2.3908 2022/06/27 01:37:43 - mmengine - INFO - Epoch(train) [131][1980/3757] lr: 1.786e-03 eta: 13:33:51 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 10.4420 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1254 loss: 2.1254 2022/06/27 01:37:49 - mmengine - INFO - Epoch(train) [131][2000/3757] lr: 1.786e-03 eta: 13:33:45 time: 0.251 data_time: 0.007 memory: 5036 grad_norm: 11.1881 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.4236 loss: 2.4236 2022/06/27 01:37:54 - mmengine - INFO - Epoch(train) [131][2020/3757] lr: 1.786e-03 eta: 13:33:40 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.9739 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8500 loss: 1.8500 2022/06/27 01:37:59 - mmengine - INFO - Epoch(train) [131][2040/3757] lr: 1.786e-03 eta: 13:33:35 time: 0.257 data_time: 0.010 memory: 5036 grad_norm: 9.5909 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8636 loss: 1.8636 2022/06/27 01:38:04 - mmengine - INFO - Epoch(train) [131][2060/3757] lr: 1.786e-03 eta: 13:33:30 time: 0.265 data_time: 0.014 memory: 5036 grad_norm: 9.8681 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9386 loss: 1.9386 2022/06/27 01:38:10 - mmengine - INFO - Epoch(train) [131][2080/3757] lr: 1.786e-03 eta: 13:33:24 time: 0.259 data_time: 0.009 memory: 5036 grad_norm: 12.3272 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8975 loss: 1.8975 2022/06/27 01:38:15 - mmengine - INFO - Epoch(train) [131][2100/3757] lr: 1.786e-03 eta: 13:33:19 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 10.2237 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.6345 loss: 1.6345 2022/06/27 01:38:20 - mmengine - INFO - Epoch(train) [131][2120/3757] lr: 1.786e-03 eta: 13:33:14 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 9.0552 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7774 loss: 1.7774 2022/06/27 01:38:26 - mmengine - INFO - Epoch(train) [131][2140/3757] lr: 1.786e-03 eta: 13:33:09 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 9.9960 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8478 loss: 1.8478 2022/06/27 01:38:31 - mmengine - INFO - Epoch(train) [131][2160/3757] lr: 1.786e-03 eta: 13:33:03 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 8.7594 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.0430 loss: 2.0430 2022/06/27 01:38:36 - mmengine - INFO - Epoch(train) [131][2180/3757] lr: 1.786e-03 eta: 13:32:58 time: 0.265 data_time: 0.009 memory: 5036 grad_norm: 10.1797 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.6853 loss: 1.6853 2022/06/27 01:38:42 - mmengine - INFO - Epoch(train) [131][2200/3757] lr: 1.786e-03 eta: 13:32:53 time: 0.259 data_time: 0.009 memory: 5036 grad_norm: 9.2581 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7824 loss: 1.7824 2022/06/27 01:38:47 - mmengine - INFO - Epoch(train) [131][2220/3757] lr: 1.786e-03 eta: 13:32:48 time: 0.259 data_time: 0.012 memory: 5036 grad_norm: 10.2110 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6764 loss: 1.6764 2022/06/27 01:38:52 - mmengine - INFO - Epoch(train) [131][2240/3757] lr: 1.786e-03 eta: 13:32:42 time: 0.263 data_time: 0.009 memory: 5036 grad_norm: 9.8539 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4042 loss: 2.4042 2022/06/27 01:38:57 - mmengine - INFO - Epoch(train) [131][2260/3757] lr: 1.786e-03 eta: 13:32:37 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 10.0170 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1808 loss: 2.1808 2022/06/27 01:39:02 - mmengine - INFO - Epoch(train) [131][2280/3757] lr: 1.786e-03 eta: 13:32:32 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 9.8353 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1882 loss: 2.1882 2022/06/27 01:39:08 - mmengine - INFO - Epoch(train) [131][2300/3757] lr: 1.786e-03 eta: 13:32:26 time: 0.254 data_time: 0.004 memory: 5036 grad_norm: 10.0069 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 1.4566 loss: 1.4566 2022/06/27 01:39:13 - mmengine - INFO - Epoch(train) [131][2320/3757] lr: 1.786e-03 eta: 13:32:21 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 9.6214 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.9333 loss: 1.9333 2022/06/27 01:39:18 - mmengine - INFO - Epoch(train) [131][2340/3757] lr: 1.786e-03 eta: 13:32:16 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 10.0535 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9147 loss: 1.9147 2022/06/27 01:39:24 - mmengine - INFO - Epoch(train) [131][2360/3757] lr: 1.786e-03 eta: 13:32:11 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 10.3116 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5317 loss: 1.5317 2022/06/27 01:39:29 - mmengine - INFO - Epoch(train) [131][2380/3757] lr: 1.786e-03 eta: 13:32:05 time: 0.259 data_time: 0.008 memory: 5036 grad_norm: 8.9424 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.5117 loss: 1.5117 2022/06/27 01:39:34 - mmengine - INFO - Epoch(train) [131][2400/3757] lr: 1.786e-03 eta: 13:32:00 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 10.0279 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.8531 loss: 1.8531 2022/06/27 01:39:40 - mmengine - INFO - Epoch(train) [131][2420/3757] lr: 1.786e-03 eta: 13:31:55 time: 0.276 data_time: 0.006 memory: 5036 grad_norm: 9.3948 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4945 loss: 1.4945 2022/06/27 01:39:45 - mmengine - INFO - Epoch(train) [131][2440/3757] lr: 1.786e-03 eta: 13:31:50 time: 0.258 data_time: 0.011 memory: 5036 grad_norm: 9.9631 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8120 loss: 1.8120 2022/06/27 01:39:50 - mmengine - INFO - Epoch(train) [131][2460/3757] lr: 1.786e-03 eta: 13:31:45 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 9.9543 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.4438 loss: 1.4438 2022/06/27 01:39:56 - mmengine - INFO - Epoch(train) [131][2480/3757] lr: 1.786e-03 eta: 13:31:39 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 9.3439 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.7267 loss: 1.7267 2022/06/27 01:40:01 - mmengine - INFO - Epoch(train) [131][2500/3757] lr: 1.786e-03 eta: 13:31:34 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 9.5350 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.8137 loss: 1.8137 2022/06/27 01:40:06 - mmengine - INFO - Epoch(train) [131][2520/3757] lr: 1.786e-03 eta: 13:31:29 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 10.0827 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2368 loss: 2.2368 2022/06/27 01:40:11 - mmengine - INFO - Epoch(train) [131][2540/3757] lr: 1.786e-03 eta: 13:31:24 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 8.9657 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.5900 loss: 2.5900 2022/06/27 01:40:16 - mmengine - INFO - Epoch(train) [131][2560/3757] lr: 1.786e-03 eta: 13:31:18 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 10.6192 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.9484 loss: 1.9484 2022/06/27 01:40:22 - mmengine - INFO - Epoch(train) [131][2580/3757] lr: 1.786e-03 eta: 13:31:13 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 8.7391 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5994 loss: 1.5994 2022/06/27 01:40:24 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 01:40:27 - mmengine - INFO - Epoch(train) [131][2600/3757] lr: 1.786e-03 eta: 13:31:08 time: 0.264 data_time: 0.006 memory: 5036 grad_norm: 9.9225 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.6190 loss: 1.6190 2022/06/27 01:40:32 - mmengine - INFO - Epoch(train) [131][2620/3757] lr: 1.786e-03 eta: 13:31:02 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 8.3363 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8588 loss: 1.8588 2022/06/27 01:40:37 - mmengine - INFO - Epoch(train) [131][2640/3757] lr: 1.786e-03 eta: 13:30:57 time: 0.263 data_time: 0.010 memory: 5036 grad_norm: 10.3091 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.2294 loss: 2.2294 2022/06/27 01:40:43 - mmengine - INFO - Epoch(train) [131][2660/3757] lr: 1.786e-03 eta: 13:30:52 time: 0.257 data_time: 0.008 memory: 5036 grad_norm: 9.8431 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0216 loss: 2.0216 2022/06/27 01:40:48 - mmengine - INFO - Epoch(train) [131][2680/3757] lr: 1.786e-03 eta: 13:30:47 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 11.3374 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0776 loss: 2.0776 2022/06/27 01:40:53 - mmengine - INFO - Epoch(train) [131][2700/3757] lr: 1.786e-03 eta: 13:30:41 time: 0.266 data_time: 0.010 memory: 5036 grad_norm: 9.8618 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9151 loss: 1.9151 2022/06/27 01:40:59 - mmengine - INFO - Epoch(train) [131][2720/3757] lr: 1.786e-03 eta: 13:30:36 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 9.4246 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1517 loss: 2.1517 2022/06/27 01:41:04 - mmengine - INFO - Epoch(train) [131][2740/3757] lr: 1.786e-03 eta: 13:30:31 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 9.5415 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8754 loss: 1.8754 2022/06/27 01:41:09 - mmengine - INFO - Epoch(train) [131][2760/3757] lr: 1.786e-03 eta: 13:30:26 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 9.4627 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.8880 loss: 1.8880 2022/06/27 01:41:15 - mmengine - INFO - Epoch(train) [131][2780/3757] lr: 1.786e-03 eta: 13:30:21 time: 0.260 data_time: 0.009 memory: 5036 grad_norm: 8.1322 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7113 loss: 1.7113 2022/06/27 01:41:20 - mmengine - INFO - Epoch(train) [131][2800/3757] lr: 1.786e-03 eta: 13:30:15 time: 0.253 data_time: 0.012 memory: 5036 grad_norm: 8.7584 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7639 loss: 1.7639 2022/06/27 01:41:25 - mmengine - INFO - Epoch(train) [131][2820/3757] lr: 1.786e-03 eta: 13:30:10 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 10.3685 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1694 loss: 2.1694 2022/06/27 01:41:31 - mmengine - INFO - Epoch(train) [131][2840/3757] lr: 1.786e-03 eta: 13:30:05 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 10.9910 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.3289 loss: 2.3289 2022/06/27 01:41:36 - mmengine - INFO - Epoch(train) [131][2860/3757] lr: 1.786e-03 eta: 13:29:59 time: 0.264 data_time: 0.006 memory: 5036 grad_norm: 11.0783 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9085 loss: 1.9085 2022/06/27 01:41:41 - mmengine - INFO - Epoch(train) [131][2880/3757] lr: 1.786e-03 eta: 13:29:54 time: 0.256 data_time: 0.010 memory: 5036 grad_norm: 10.1924 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.3888 loss: 2.3888 2022/06/27 01:41:46 - mmengine - INFO - Epoch(train) [131][2900/3757] lr: 1.786e-03 eta: 13:29:49 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 9.7618 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0241 loss: 2.0241 2022/06/27 01:41:51 - mmengine - INFO - Epoch(train) [131][2920/3757] lr: 1.786e-03 eta: 13:29:44 time: 0.264 data_time: 0.007 memory: 5036 grad_norm: 8.9110 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.8305 loss: 1.8305 2022/06/27 01:41:57 - mmengine - INFO - Epoch(train) [131][2940/3757] lr: 1.786e-03 eta: 13:29:38 time: 0.258 data_time: 0.010 memory: 5036 grad_norm: 8.6772 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.3996 loss: 2.3996 2022/06/27 01:42:02 - mmengine - INFO - Epoch(train) [131][2960/3757] lr: 1.786e-03 eta: 13:29:33 time: 0.260 data_time: 0.012 memory: 5036 grad_norm: 11.5620 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.9154 loss: 1.9154 2022/06/27 01:42:07 - mmengine - INFO - Epoch(train) [131][2980/3757] lr: 1.786e-03 eta: 13:29:28 time: 0.271 data_time: 0.006 memory: 5036 grad_norm: 9.8861 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2918 loss: 2.2918 2022/06/27 01:42:12 - mmengine - INFO - Epoch(train) [131][3000/3757] lr: 1.786e-03 eta: 13:29:22 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 8.6512 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7261 loss: 1.7261 2022/06/27 01:42:17 - mmengine - INFO - Epoch(train) [131][3020/3757] lr: 1.786e-03 eta: 13:29:17 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 7.9875 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1814 loss: 2.1814 2022/06/27 01:42:23 - mmengine - INFO - Epoch(train) [131][3040/3757] lr: 1.786e-03 eta: 13:29:12 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 9.6805 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4241 loss: 2.4241 2022/06/27 01:42:28 - mmengine - INFO - Epoch(train) [131][3060/3757] lr: 1.786e-03 eta: 13:29:07 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 10.2084 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.7904 loss: 1.7904 2022/06/27 01:42:33 - mmengine - INFO - Epoch(train) [131][3080/3757] lr: 1.786e-03 eta: 13:29:01 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 9.6586 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2983 loss: 2.2983 2022/06/27 01:42:38 - mmengine - INFO - Epoch(train) [131][3100/3757] lr: 1.786e-03 eta: 13:28:56 time: 0.268 data_time: 0.003 memory: 5036 grad_norm: 10.1059 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7244 loss: 1.7244 2022/06/27 01:42:44 - mmengine - INFO - Epoch(train) [131][3120/3757] lr: 1.786e-03 eta: 13:28:51 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 8.9746 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.0138 loss: 2.0138 2022/06/27 01:42:49 - mmengine - INFO - Epoch(train) [131][3140/3757] lr: 1.786e-03 eta: 13:28:46 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 10.1970 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1748 loss: 2.1748 2022/06/27 01:42:54 - mmengine - INFO - Epoch(train) [131][3160/3757] lr: 1.786e-03 eta: 13:28:40 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 10.6099 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6098 loss: 1.6098 2022/06/27 01:43:00 - mmengine - INFO - Epoch(train) [131][3180/3757] lr: 1.786e-03 eta: 13:28:35 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 12.1203 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.7774 loss: 1.7774 2022/06/27 01:43:05 - mmengine - INFO - Epoch(train) [131][3200/3757] lr: 1.786e-03 eta: 13:28:30 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 9.3856 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7650 loss: 1.7650 2022/06/27 01:43:10 - mmengine - INFO - Epoch(train) [131][3220/3757] lr: 1.786e-03 eta: 13:28:25 time: 0.255 data_time: 0.012 memory: 5036 grad_norm: 9.8743 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.6661 loss: 1.6661 2022/06/27 01:43:15 - mmengine - INFO - Epoch(train) [131][3240/3757] lr: 1.786e-03 eta: 13:28:19 time: 0.263 data_time: 0.007 memory: 5036 grad_norm: 9.4237 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8156 loss: 1.8156 2022/06/27 01:43:21 - mmengine - INFO - Epoch(train) [131][3260/3757] lr: 1.786e-03 eta: 13:28:14 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 10.5568 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7206 loss: 1.7206 2022/06/27 01:43:26 - mmengine - INFO - Epoch(train) [131][3280/3757] lr: 1.786e-03 eta: 13:28:09 time: 0.342 data_time: 0.014 memory: 5036 grad_norm: 8.5237 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5006 loss: 2.5006 2022/06/27 01:43:31 - mmengine - INFO - Epoch(train) [131][3300/3757] lr: 1.786e-03 eta: 13:28:04 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 10.0859 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.6232 loss: 1.6232 2022/06/27 01:43:36 - mmengine - INFO - Epoch(train) [131][3320/3757] lr: 1.786e-03 eta: 13:27:58 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 9.6921 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.2562 loss: 2.2562 2022/06/27 01:43:42 - mmengine - INFO - Epoch(train) [131][3340/3757] lr: 1.786e-03 eta: 13:27:53 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 9.7072 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.8669 loss: 1.8669 2022/06/27 01:43:47 - mmengine - INFO - Epoch(train) [131][3360/3757] lr: 1.786e-03 eta: 13:27:48 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 9.5740 top1_acc: 0.1250 top5_acc: 0.8750 loss_cls: 2.0443 loss: 2.0443 2022/06/27 01:43:52 - mmengine - INFO - Epoch(train) [131][3380/3757] lr: 1.786e-03 eta: 13:27:42 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 9.8484 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.7454 loss: 1.7454 2022/06/27 01:43:57 - mmengine - INFO - Epoch(train) [131][3400/3757] lr: 1.786e-03 eta: 13:27:37 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 8.8193 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9495 loss: 1.9495 2022/06/27 01:44:02 - mmengine - INFO - Epoch(train) [131][3420/3757] lr: 1.786e-03 eta: 13:27:32 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 10.3588 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8068 loss: 1.8068 2022/06/27 01:44:08 - mmengine - INFO - Epoch(train) [131][3440/3757] lr: 1.786e-03 eta: 13:27:27 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 9.6884 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5701 loss: 1.5701 2022/06/27 01:44:13 - mmengine - INFO - Epoch(train) [131][3460/3757] lr: 1.786e-03 eta: 13:27:21 time: 0.251 data_time: 0.007 memory: 5036 grad_norm: 11.1998 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9945 loss: 1.9945 2022/06/27 01:44:18 - mmengine - INFO - Epoch(train) [131][3480/3757] lr: 1.786e-03 eta: 13:27:16 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 9.8280 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.8108 loss: 1.8108 2022/06/27 01:44:23 - mmengine - INFO - Epoch(train) [131][3500/3757] lr: 1.786e-03 eta: 13:27:11 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 9.9221 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.7448 loss: 1.7448 2022/06/27 01:44:28 - mmengine - INFO - Epoch(train) [131][3520/3757] lr: 1.786e-03 eta: 13:27:06 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 10.8286 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.2189 loss: 2.2189 2022/06/27 01:44:34 - mmengine - INFO - Epoch(train) [131][3540/3757] lr: 1.786e-03 eta: 13:27:00 time: 0.266 data_time: 0.006 memory: 5036 grad_norm: 10.7533 top1_acc: 0.0000 top5_acc: 0.6250 loss_cls: 2.0433 loss: 2.0433 2022/06/27 01:44:39 - mmengine - INFO - Epoch(train) [131][3560/3757] lr: 1.786e-03 eta: 13:26:55 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 10.5094 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3666 loss: 1.3666 2022/06/27 01:44:44 - mmengine - INFO - Epoch(train) [131][3580/3757] lr: 1.786e-03 eta: 13:26:50 time: 0.255 data_time: 0.010 memory: 5036 grad_norm: 12.2156 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2510 loss: 2.2510 2022/06/27 01:44:47 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 01:44:50 - mmengine - INFO - Epoch(train) [131][3600/3757] lr: 1.786e-03 eta: 13:26:45 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 10.9426 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9476 loss: 1.9476 2022/06/27 01:44:55 - mmengine - INFO - Epoch(train) [131][3620/3757] lr: 1.786e-03 eta: 13:26:39 time: 0.263 data_time: 0.009 memory: 5036 grad_norm: 10.9257 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9432 loss: 1.9432 2022/06/27 01:45:01 - mmengine - INFO - Epoch(train) [131][3640/3757] lr: 1.786e-03 eta: 13:26:34 time: 0.336 data_time: 0.004 memory: 5036 grad_norm: 9.7847 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9983 loss: 1.9983 2022/06/27 01:45:06 - mmengine - INFO - Epoch(train) [131][3660/3757] lr: 1.786e-03 eta: 13:26:29 time: 0.248 data_time: 0.007 memory: 5036 grad_norm: 10.0282 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.8406 loss: 1.8406 2022/06/27 01:45:11 - mmengine - INFO - Epoch(train) [131][3680/3757] lr: 1.786e-03 eta: 13:26:24 time: 0.249 data_time: 0.004 memory: 5036 grad_norm: 9.9029 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9703 loss: 1.9703 2022/06/27 01:45:16 - mmengine - INFO - Epoch(train) [131][3700/3757] lr: 1.786e-03 eta: 13:26:18 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 9.9251 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6858 loss: 1.6858 2022/06/27 01:45:21 - mmengine - INFO - Epoch(train) [131][3720/3757] lr: 1.786e-03 eta: 13:26:13 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 8.0600 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.6071 loss: 1.6071 2022/06/27 01:45:27 - mmengine - INFO - Epoch(train) [131][3740/3757] lr: 1.786e-03 eta: 13:26:08 time: 0.243 data_time: 0.006 memory: 5036 grad_norm: 10.3858 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5680 loss: 1.5680 2022/06/27 01:45:31 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 01:45:31 - mmengine - INFO - Saving checkpoint at 131 epochs 2022/06/27 01:45:44 - mmengine - INFO - Epoch(val) [131][20/310] eta: 0:01:43 time: 0.103 data_time: 0.001 memory: 5036 2022/06/27 01:45:49 - mmengine - INFO - Epoch(val) [131][40/310] eta: 0:01:35 time: 0.109 data_time: 0.008 memory: 1723 2022/06/27 01:45:53 - mmengine - INFO - Epoch(val) [131][60/310] eta: 0:00:27 time: 0.102 data_time: 0.001 memory: 1723 2022/06/27 01:45:58 - mmengine - INFO - Epoch(val) [131][80/310] eta: 0:00:34 time: 0.103 data_time: 0.002 memory: 1723 2022/06/27 01:46:04 - mmengine - INFO - Epoch(val) [131][100/310] eta: 0:01:01 time: 0.128 data_time: 0.026 memory: 1723 2022/06/27 01:46:10 - mmengine - INFO - Epoch(val) [131][120/310] eta: 0:01:06 time: 0.732 data_time: 0.629 memory: 1723 2022/06/27 01:46:15 - mmengine - INFO - Epoch(val) [131][140/310] eta: 0:00:30 time: 0.103 data_time: 0.001 memory: 1723 2022/06/27 01:46:19 - mmengine - INFO - Epoch(val) [131][160/310] eta: 0:00:21 time: 0.103 data_time: 0.002 memory: 1723 2022/06/27 01:46:26 - mmengine - INFO - Epoch(val) [131][180/310] eta: 0:00:45 time: 0.608 data_time: 0.506 memory: 1723 2022/06/27 01:46:30 - mmengine - INFO - Epoch(val) [131][200/310] eta: 0:00:37 time: 0.450 data_time: 0.347 memory: 1723 2022/06/27 01:46:35 - mmengine - INFO - Epoch(val) [131][220/310] eta: 0:00:14 time: 0.105 data_time: 0.002 memory: 1723 2022/06/27 01:46:40 - mmengine - INFO - Epoch(val) [131][240/310] eta: 0:00:07 time: 0.109 data_time: 0.001 memory: 1723 2022/06/27 01:46:47 - mmengine - INFO - Epoch(val) [131][260/310] eta: 0:00:18 time: 0.103 data_time: 0.002 memory: 1723 2022/06/27 01:46:51 - mmengine - INFO - Epoch(val) [131][280/310] eta: 0:00:08 time: 0.111 data_time: 0.002 memory: 1723 2022/06/27 01:46:53 - mmengine - INFO - Epoch(val) [131][300/310] eta: 0:00:01 time: 0.107 data_time: 0.001 memory: 1723 2022/06/27 01:46:55 - mmengine - INFO - Epoch(val) [131][310/310] acc/top1: 0.5807 acc/top5: 0.8078 acc/mean1: 0.5806 2022/06/27 01:47:05 - mmengine - INFO - Epoch(train) [132][20/3757] lr: 1.720e-03 eta: 13:25:59 time: 0.269 data_time: 0.011 memory: 5036 grad_norm: 9.2193 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9075 loss: 1.9075 2022/06/27 01:47:10 - mmengine - INFO - Epoch(train) [132][40/3757] lr: 1.720e-03 eta: 13:25:54 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 8.8745 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.9166 loss: 1.9166 2022/06/27 01:47:16 - mmengine - INFO - Epoch(train) [132][60/3757] lr: 1.720e-03 eta: 13:25:48 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 8.9120 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.5628 loss: 1.5628 2022/06/27 01:47:21 - mmengine - INFO - Epoch(train) [132][80/3757] lr: 1.720e-03 eta: 13:25:43 time: 0.309 data_time: 0.003 memory: 5036 grad_norm: 8.2034 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8654 loss: 1.8654 2022/06/27 01:47:26 - mmengine - INFO - Epoch(train) [132][100/3757] lr: 1.720e-03 eta: 13:25:38 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 8.1561 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.1514 loss: 2.1514 2022/06/27 01:47:32 - mmengine - INFO - Epoch(train) [132][120/3757] lr: 1.720e-03 eta: 13:25:33 time: 0.269 data_time: 0.025 memory: 5036 grad_norm: 10.5017 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.0690 loss: 2.0690 2022/06/27 01:47:37 - mmengine - INFO - Epoch(train) [132][140/3757] lr: 1.720e-03 eta: 13:25:28 time: 0.251 data_time: 0.004 memory: 5036 grad_norm: 9.9112 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.2700 loss: 2.2700 2022/06/27 01:47:42 - mmengine - INFO - Epoch(train) [132][160/3757] lr: 1.720e-03 eta: 13:25:22 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 10.3659 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8100 loss: 1.8100 2022/06/27 01:47:48 - mmengine - INFO - Epoch(train) [132][180/3757] lr: 1.720e-03 eta: 13:25:17 time: 0.264 data_time: 0.017 memory: 5036 grad_norm: 11.2829 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4108 loss: 2.4108 2022/06/27 01:47:53 - mmengine - INFO - Epoch(train) [132][200/3757] lr: 1.720e-03 eta: 13:25:12 time: 0.273 data_time: 0.026 memory: 5036 grad_norm: 10.9471 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9779 loss: 1.9779 2022/06/27 01:47:58 - mmengine - INFO - Epoch(train) [132][220/3757] lr: 1.720e-03 eta: 13:25:07 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 9.3913 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0334 loss: 2.0334 2022/06/27 01:48:04 - mmengine - INFO - Epoch(train) [132][240/3757] lr: 1.720e-03 eta: 13:25:01 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 10.0031 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6910 loss: 1.6910 2022/06/27 01:48:09 - mmengine - INFO - Epoch(train) [132][260/3757] lr: 1.720e-03 eta: 13:24:56 time: 0.279 data_time: 0.012 memory: 5036 grad_norm: 10.3054 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.5622 loss: 1.5622 2022/06/27 01:48:15 - mmengine - INFO - Epoch(train) [132][280/3757] lr: 1.720e-03 eta: 13:24:51 time: 0.268 data_time: 0.025 memory: 5036 grad_norm: 9.7656 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0627 loss: 2.0627 2022/06/27 01:48:20 - mmengine - INFO - Epoch(train) [132][300/3757] lr: 1.720e-03 eta: 13:24:46 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.4887 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9585 loss: 1.9585 2022/06/27 01:48:25 - mmengine - INFO - Epoch(train) [132][320/3757] lr: 1.720e-03 eta: 13:24:40 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 8.4966 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.1627 loss: 2.1627 2022/06/27 01:48:30 - mmengine - INFO - Epoch(train) [132][340/3757] lr: 1.720e-03 eta: 13:24:35 time: 0.260 data_time: 0.008 memory: 5036 grad_norm: 9.8198 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9763 loss: 1.9763 2022/06/27 01:48:36 - mmengine - INFO - Epoch(train) [132][360/3757] lr: 1.720e-03 eta: 13:24:30 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 9.7368 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2806 loss: 2.2806 2022/06/27 01:48:41 - mmengine - INFO - Epoch(train) [132][380/3757] lr: 1.720e-03 eta: 13:24:25 time: 0.297 data_time: 0.031 memory: 5036 grad_norm: 9.3148 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9383 loss: 1.9383 2022/06/27 01:48:46 - mmengine - INFO - Epoch(train) [132][400/3757] lr: 1.720e-03 eta: 13:24:19 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 9.6720 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.0301 loss: 2.0301 2022/06/27 01:48:52 - mmengine - INFO - Epoch(train) [132][420/3757] lr: 1.720e-03 eta: 13:24:14 time: 0.265 data_time: 0.007 memory: 5036 grad_norm: 11.4896 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1081 loss: 2.1081 2022/06/27 01:48:57 - mmengine - INFO - Epoch(train) [132][440/3757] lr: 1.720e-03 eta: 13:24:09 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 12.3259 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8735 loss: 1.8735 2022/06/27 01:49:02 - mmengine - INFO - Epoch(train) [132][460/3757] lr: 1.720e-03 eta: 13:24:04 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 9.7747 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6919 loss: 1.6919 2022/06/27 01:49:07 - mmengine - INFO - Epoch(train) [132][480/3757] lr: 1.720e-03 eta: 13:23:58 time: 0.258 data_time: 0.010 memory: 5036 grad_norm: 10.1287 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0900 loss: 2.0900 2022/06/27 01:49:13 - mmengine - INFO - Epoch(train) [132][500/3757] lr: 1.720e-03 eta: 13:23:53 time: 0.267 data_time: 0.006 memory: 5036 grad_norm: 9.6379 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8323 loss: 1.8323 2022/06/27 01:49:18 - mmengine - INFO - Epoch(train) [132][520/3757] lr: 1.720e-03 eta: 13:23:48 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 10.1776 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.7401 loss: 1.7401 2022/06/27 01:49:23 - mmengine - INFO - Epoch(train) [132][540/3757] lr: 1.720e-03 eta: 13:23:43 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 11.4943 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1145 loss: 2.1145 2022/06/27 01:49:28 - mmengine - INFO - Epoch(train) [132][560/3757] lr: 1.720e-03 eta: 13:23:37 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 10.4445 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.7660 loss: 1.7660 2022/06/27 01:49:33 - mmengine - INFO - Epoch(train) [132][580/3757] lr: 1.720e-03 eta: 13:23:32 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 9.7770 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.8112 loss: 1.8112 2022/06/27 01:49:39 - mmengine - INFO - Epoch(train) [132][600/3757] lr: 1.720e-03 eta: 13:23:27 time: 0.257 data_time: 0.010 memory: 5036 grad_norm: 8.9621 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6187 loss: 1.6187 2022/06/27 01:49:44 - mmengine - INFO - Epoch(train) [132][620/3757] lr: 1.720e-03 eta: 13:23:22 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 10.3766 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.2978 loss: 2.2978 2022/06/27 01:49:49 - mmengine - INFO - Epoch(train) [132][640/3757] lr: 1.720e-03 eta: 13:23:16 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 8.7566 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.9072 loss: 1.9072 2022/06/27 01:49:55 - mmengine - INFO - Epoch(train) [132][660/3757] lr: 1.720e-03 eta: 13:23:11 time: 0.260 data_time: 0.012 memory: 5036 grad_norm: 9.8308 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8733 loss: 1.8733 2022/06/27 01:50:00 - mmengine - INFO - Epoch(train) [132][680/3757] lr: 1.720e-03 eta: 13:23:06 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 10.2418 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.0272 loss: 2.0272 2022/06/27 01:50:05 - mmengine - INFO - Epoch(train) [132][700/3757] lr: 1.720e-03 eta: 13:23:00 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 9.3158 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.8248 loss: 1.8248 2022/06/27 01:50:10 - mmengine - INFO - Epoch(train) [132][720/3757] lr: 1.720e-03 eta: 13:22:55 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 8.2863 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6117 loss: 1.6117 2022/06/27 01:50:16 - mmengine - INFO - Epoch(train) [132][740/3757] lr: 1.720e-03 eta: 13:22:50 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 10.3896 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9135 loss: 1.9135 2022/06/27 01:50:21 - mmengine - INFO - Epoch(train) [132][760/3757] lr: 1.720e-03 eta: 13:22:45 time: 0.255 data_time: 0.004 memory: 5036 grad_norm: 9.4038 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6315 loss: 1.6315 2022/06/27 01:50:26 - mmengine - INFO - Epoch(train) [132][780/3757] lr: 1.720e-03 eta: 13:22:40 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 9.0481 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.5979 loss: 1.5979 2022/06/27 01:50:32 - mmengine - INFO - Epoch(train) [132][800/3757] lr: 1.720e-03 eta: 13:22:34 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 10.2346 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.8747 loss: 1.8747 2022/06/27 01:50:37 - mmengine - INFO - Epoch(train) [132][820/3757] lr: 1.720e-03 eta: 13:22:29 time: 0.267 data_time: 0.003 memory: 5036 grad_norm: 10.5665 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8242 loss: 1.8242 2022/06/27 01:50:40 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 01:50:42 - mmengine - INFO - Epoch(train) [132][840/3757] lr: 1.720e-03 eta: 13:22:24 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 8.9546 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.1213 loss: 2.1213 2022/06/27 01:50:47 - mmengine - INFO - Epoch(train) [132][860/3757] lr: 1.720e-03 eta: 13:22:18 time: 0.251 data_time: 0.007 memory: 5036 grad_norm: 10.4833 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3242 loss: 2.3242 2022/06/27 01:50:52 - mmengine - INFO - Epoch(train) [132][880/3757] lr: 1.720e-03 eta: 13:22:13 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 10.4466 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.0810 loss: 2.0810 2022/06/27 01:50:58 - mmengine - INFO - Epoch(train) [132][900/3757] lr: 1.720e-03 eta: 13:22:08 time: 0.254 data_time: 0.012 memory: 5036 grad_norm: 9.3474 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.8683 loss: 1.8683 2022/06/27 01:51:03 - mmengine - INFO - Epoch(train) [132][920/3757] lr: 1.720e-03 eta: 13:22:03 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 9.2243 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0054 loss: 2.0054 2022/06/27 01:51:08 - mmengine - INFO - Epoch(train) [132][940/3757] lr: 1.720e-03 eta: 13:21:57 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 10.6911 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9676 loss: 1.9676 2022/06/27 01:51:13 - mmengine - INFO - Epoch(train) [132][960/3757] lr: 1.720e-03 eta: 13:21:52 time: 0.255 data_time: 0.008 memory: 5036 grad_norm: 8.1869 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.5784 loss: 1.5784 2022/06/27 01:51:19 - mmengine - INFO - Epoch(train) [132][980/3757] lr: 1.720e-03 eta: 13:21:47 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 9.1423 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1307 loss: 2.1307 2022/06/27 01:51:24 - mmengine - INFO - Epoch(train) [132][1000/3757] lr: 1.720e-03 eta: 13:21:41 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 10.1835 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8447 loss: 1.8447 2022/06/27 01:51:29 - mmengine - INFO - Epoch(train) [132][1020/3757] lr: 1.720e-03 eta: 13:21:36 time: 0.256 data_time: 0.010 memory: 5036 grad_norm: 9.3775 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.1027 loss: 2.1027 2022/06/27 01:51:35 - mmengine - INFO - Epoch(train) [132][1040/3757] lr: 1.720e-03 eta: 13:21:31 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 9.9414 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9662 loss: 1.9662 2022/06/27 01:51:40 - mmengine - INFO - Epoch(train) [132][1060/3757] lr: 1.720e-03 eta: 13:21:26 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 10.3803 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.9605 loss: 1.9605 2022/06/27 01:51:45 - mmengine - INFO - Epoch(train) [132][1080/3757] lr: 1.720e-03 eta: 13:21:21 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 9.7481 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5282 loss: 1.5282 2022/06/27 01:51:50 - mmengine - INFO - Epoch(train) [132][1100/3757] lr: 1.720e-03 eta: 13:21:15 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 9.9112 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2561 loss: 2.2561 2022/06/27 01:51:55 - mmengine - INFO - Epoch(train) [132][1120/3757] lr: 1.720e-03 eta: 13:21:10 time: 0.263 data_time: 0.004 memory: 5036 grad_norm: 9.3974 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8951 loss: 1.8951 2022/06/27 01:52:01 - mmengine - INFO - Epoch(train) [132][1140/3757] lr: 1.720e-03 eta: 13:21:05 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 10.2249 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4005 loss: 1.4005 2022/06/27 01:52:06 - mmengine - INFO - Epoch(train) [132][1160/3757] lr: 1.720e-03 eta: 13:20:59 time: 0.251 data_time: 0.007 memory: 5036 grad_norm: 9.3325 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.0913 loss: 2.0913 2022/06/27 01:52:11 - mmengine - INFO - Epoch(train) [132][1180/3757] lr: 1.720e-03 eta: 13:20:54 time: 0.295 data_time: 0.003 memory: 5036 grad_norm: 10.4081 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5979 loss: 1.5979 2022/06/27 01:52:16 - mmengine - INFO - Epoch(train) [132][1200/3757] lr: 1.720e-03 eta: 13:20:49 time: 0.264 data_time: 0.006 memory: 5036 grad_norm: 9.9985 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8296 loss: 1.8296 2022/06/27 01:52:22 - mmengine - INFO - Epoch(train) [132][1220/3757] lr: 1.720e-03 eta: 13:20:44 time: 0.259 data_time: 0.009 memory: 5036 grad_norm: 10.1292 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0253 loss: 2.0253 2022/06/27 01:52:27 - mmengine - INFO - Epoch(train) [132][1240/3757] lr: 1.720e-03 eta: 13:20:38 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 7.5321 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0302 loss: 2.0302 2022/06/27 01:52:32 - mmengine - INFO - Epoch(train) [132][1260/3757] lr: 1.720e-03 eta: 13:20:33 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 8.1583 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6490 loss: 1.6490 2022/06/27 01:52:37 - mmengine - INFO - Epoch(train) [132][1280/3757] lr: 1.720e-03 eta: 13:20:28 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 9.5253 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4818 loss: 1.4818 2022/06/27 01:52:43 - mmengine - INFO - Epoch(train) [132][1300/3757] lr: 1.720e-03 eta: 13:20:23 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 9.4928 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5710 loss: 1.5710 2022/06/27 01:52:48 - mmengine - INFO - Epoch(train) [132][1320/3757] lr: 1.720e-03 eta: 13:20:17 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 10.4669 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6344 loss: 1.6344 2022/06/27 01:52:53 - mmengine - INFO - Epoch(train) [132][1340/3757] lr: 1.720e-03 eta: 13:20:12 time: 0.260 data_time: 0.016 memory: 5036 grad_norm: 9.1370 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0201 loss: 2.0201 2022/06/27 01:52:58 - mmengine - INFO - Epoch(train) [132][1360/3757] lr: 1.720e-03 eta: 13:20:07 time: 0.252 data_time: 0.008 memory: 5036 grad_norm: 9.7445 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.3626 loss: 2.3626 2022/06/27 01:53:04 - mmengine - INFO - Epoch(train) [132][1380/3757] lr: 1.720e-03 eta: 13:20:01 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 8.7944 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.6856 loss: 1.6856 2022/06/27 01:53:09 - mmengine - INFO - Epoch(train) [132][1400/3757] lr: 1.720e-03 eta: 13:19:56 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 8.7769 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6022 loss: 1.6022 2022/06/27 01:53:14 - mmengine - INFO - Epoch(train) [132][1420/3757] lr: 1.720e-03 eta: 13:19:51 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 10.0789 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.6452 loss: 2.6452 2022/06/27 01:53:19 - mmengine - INFO - Epoch(train) [132][1440/3757] lr: 1.720e-03 eta: 13:19:46 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 10.2375 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.0879 loss: 2.0879 2022/06/27 01:53:24 - mmengine - INFO - Epoch(train) [132][1460/3757] lr: 1.720e-03 eta: 13:19:40 time: 0.259 data_time: 0.009 memory: 5036 grad_norm: 10.0954 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.7099 loss: 1.7099 2022/06/27 01:53:30 - mmengine - INFO - Epoch(train) [132][1480/3757] lr: 1.720e-03 eta: 13:19:35 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 8.6585 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0654 loss: 2.0654 2022/06/27 01:53:35 - mmengine - INFO - Epoch(train) [132][1500/3757] lr: 1.720e-03 eta: 13:19:30 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 9.6132 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.8876 loss: 1.8876 2022/06/27 01:53:40 - mmengine - INFO - Epoch(train) [132][1520/3757] lr: 1.720e-03 eta: 13:19:25 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 9.1137 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2443 loss: 2.2443 2022/06/27 01:53:46 - mmengine - INFO - Epoch(train) [132][1540/3757] lr: 1.720e-03 eta: 13:19:19 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 9.8119 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.0950 loss: 2.0950 2022/06/27 01:53:51 - mmengine - INFO - Epoch(train) [132][1560/3757] lr: 1.720e-03 eta: 13:19:14 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 10.5618 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.0320 loss: 2.0320 2022/06/27 01:53:56 - mmengine - INFO - Epoch(train) [132][1580/3757] lr: 1.720e-03 eta: 13:19:09 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 9.7970 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.7923 loss: 1.7923 2022/06/27 01:54:02 - mmengine - INFO - Epoch(train) [132][1600/3757] lr: 1.720e-03 eta: 13:19:04 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 7.9394 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5163 loss: 1.5163 2022/06/27 01:54:07 - mmengine - INFO - Epoch(train) [132][1620/3757] lr: 1.720e-03 eta: 13:18:58 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 9.0117 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.0309 loss: 2.0309 2022/06/27 01:54:12 - mmengine - INFO - Epoch(train) [132][1640/3757] lr: 1.720e-03 eta: 13:18:53 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 9.0810 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.6971 loss: 1.6971 2022/06/27 01:54:17 - mmengine - INFO - Epoch(train) [132][1660/3757] lr: 1.720e-03 eta: 13:18:48 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 11.0551 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2474 loss: 2.2474 2022/06/27 01:54:23 - mmengine - INFO - Epoch(train) [132][1680/3757] lr: 1.720e-03 eta: 13:18:43 time: 0.257 data_time: 0.010 memory: 5036 grad_norm: 8.7580 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.7795 loss: 1.7795 2022/06/27 01:54:28 - mmengine - INFO - Epoch(train) [132][1700/3757] lr: 1.720e-03 eta: 13:18:37 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 7.8785 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0920 loss: 2.0920 2022/06/27 01:54:33 - mmengine - INFO - Epoch(train) [132][1720/3757] lr: 1.720e-03 eta: 13:18:32 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 8.4847 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2611 loss: 2.2611 2022/06/27 01:54:38 - mmengine - INFO - Epoch(train) [132][1740/3757] lr: 1.720e-03 eta: 13:18:27 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 10.8474 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.3017 loss: 2.3017 2022/06/27 01:54:44 - mmengine - INFO - Epoch(train) [132][1760/3757] lr: 1.720e-03 eta: 13:18:22 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 9.2916 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4231 loss: 1.4231 2022/06/27 01:54:49 - mmengine - INFO - Epoch(train) [132][1780/3757] lr: 1.720e-03 eta: 13:18:16 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 10.3550 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2438 loss: 2.2438 2022/06/27 01:54:54 - mmengine - INFO - Epoch(train) [132][1800/3757] lr: 1.720e-03 eta: 13:18:11 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 9.5465 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8604 loss: 1.8604 2022/06/27 01:55:00 - mmengine - INFO - Epoch(train) [132][1820/3757] lr: 1.720e-03 eta: 13:18:06 time: 0.251 data_time: 0.004 memory: 5036 grad_norm: 9.8315 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.6240 loss: 1.6240 2022/06/27 01:55:03 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 01:55:05 - mmengine - INFO - Epoch(train) [132][1840/3757] lr: 1.720e-03 eta: 13:18:01 time: 0.265 data_time: 0.009 memory: 5036 grad_norm: 9.7962 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7465 loss: 1.7465 2022/06/27 01:55:10 - mmengine - INFO - Epoch(train) [132][1860/3757] lr: 1.720e-03 eta: 13:17:55 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 10.4732 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.6812 loss: 1.6812 2022/06/27 01:55:16 - mmengine - INFO - Epoch(train) [132][1880/3757] lr: 1.720e-03 eta: 13:17:50 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 10.2985 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8734 loss: 1.8734 2022/06/27 01:55:21 - mmengine - INFO - Epoch(train) [132][1900/3757] lr: 1.720e-03 eta: 13:17:45 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 10.4821 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0899 loss: 2.0899 2022/06/27 01:55:26 - mmengine - INFO - Epoch(train) [132][1920/3757] lr: 1.720e-03 eta: 13:17:40 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 9.3025 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1341 loss: 2.1341 2022/06/27 01:55:31 - mmengine - INFO - Epoch(train) [132][1940/3757] lr: 1.720e-03 eta: 13:17:34 time: 0.253 data_time: 0.010 memory: 5036 grad_norm: 8.7650 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.6493 loss: 1.6493 2022/06/27 01:55:37 - mmengine - INFO - Epoch(train) [132][1960/3757] lr: 1.720e-03 eta: 13:17:29 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 9.6559 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8061 loss: 1.8061 2022/06/27 01:55:42 - mmengine - INFO - Epoch(train) [132][1980/3757] lr: 1.720e-03 eta: 13:17:24 time: 0.266 data_time: 0.018 memory: 5036 grad_norm: 8.4868 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6447 loss: 1.6447 2022/06/27 01:55:47 - mmengine - INFO - Epoch(train) [132][2000/3757] lr: 1.720e-03 eta: 13:17:19 time: 0.256 data_time: 0.010 memory: 5036 grad_norm: 8.7316 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2271 loss: 2.2271 2022/06/27 01:55:52 - mmengine - INFO - Epoch(train) [132][2020/3757] lr: 1.720e-03 eta: 13:17:13 time: 0.263 data_time: 0.007 memory: 5036 grad_norm: 9.6524 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.9983 loss: 1.9983 2022/06/27 01:55:57 - mmengine - INFO - Epoch(train) [132][2040/3757] lr: 1.720e-03 eta: 13:17:08 time: 0.249 data_time: 0.007 memory: 5036 grad_norm: 10.2394 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8917 loss: 1.8917 2022/06/27 01:56:03 - mmengine - INFO - Epoch(train) [132][2060/3757] lr: 1.720e-03 eta: 13:17:03 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 11.2917 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.2773 loss: 2.2773 2022/06/27 01:56:08 - mmengine - INFO - Epoch(train) [132][2080/3757] lr: 1.720e-03 eta: 13:16:57 time: 0.253 data_time: 0.010 memory: 5036 grad_norm: 9.6393 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1979 loss: 2.1979 2022/06/27 01:56:13 - mmengine - INFO - Epoch(train) [132][2100/3757] lr: 1.720e-03 eta: 13:16:52 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 9.3888 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5838 loss: 1.5838 2022/06/27 01:56:18 - mmengine - INFO - Epoch(train) [132][2120/3757] lr: 1.720e-03 eta: 13:16:47 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 9.1233 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.6772 loss: 1.6772 2022/06/27 01:56:24 - mmengine - INFO - Epoch(train) [132][2140/3757] lr: 1.720e-03 eta: 13:16:42 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 10.0297 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.1629 loss: 2.1629 2022/06/27 01:56:29 - mmengine - INFO - Epoch(train) [132][2160/3757] lr: 1.720e-03 eta: 13:16:36 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 9.1554 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0932 loss: 2.0932 2022/06/27 01:56:34 - mmengine - INFO - Epoch(train) [132][2180/3757] lr: 1.720e-03 eta: 13:16:31 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 9.9352 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0716 loss: 2.0716 2022/06/27 01:56:40 - mmengine - INFO - Epoch(train) [132][2200/3757] lr: 1.720e-03 eta: 13:16:26 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 10.1695 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7163 loss: 1.7163 2022/06/27 01:56:45 - mmengine - INFO - Epoch(train) [132][2220/3757] lr: 1.720e-03 eta: 13:16:21 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 10.6111 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2558 loss: 2.2558 2022/06/27 01:56:50 - mmengine - INFO - Epoch(train) [132][2240/3757] lr: 1.720e-03 eta: 13:16:15 time: 0.260 data_time: 0.009 memory: 5036 grad_norm: 10.0256 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 2.4032 loss: 2.4032 2022/06/27 01:56:55 - mmengine - INFO - Epoch(train) [132][2260/3757] lr: 1.720e-03 eta: 13:16:10 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 8.7563 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9746 loss: 1.9746 2022/06/27 01:57:01 - mmengine - INFO - Epoch(train) [132][2280/3757] lr: 1.720e-03 eta: 13:16:05 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 11.7959 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.1469 loss: 2.1469 2022/06/27 01:57:06 - mmengine - INFO - Epoch(train) [132][2300/3757] lr: 1.720e-03 eta: 13:16:00 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 10.9393 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8960 loss: 1.8960 2022/06/27 01:57:11 - mmengine - INFO - Epoch(train) [132][2320/3757] lr: 1.720e-03 eta: 13:15:54 time: 0.257 data_time: 0.010 memory: 5036 grad_norm: 8.1390 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4806 loss: 1.4806 2022/06/27 01:57:17 - mmengine - INFO - Epoch(train) [132][2340/3757] lr: 1.720e-03 eta: 13:15:49 time: 0.263 data_time: 0.007 memory: 5036 grad_norm: 10.0622 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.6226 loss: 1.6226 2022/06/27 01:57:22 - mmengine - INFO - Epoch(train) [132][2360/3757] lr: 1.720e-03 eta: 13:15:44 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 9.9341 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7510 loss: 1.7510 2022/06/27 01:57:27 - mmengine - INFO - Epoch(train) [132][2380/3757] lr: 1.720e-03 eta: 13:15:39 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 10.5810 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5570 loss: 1.5570 2022/06/27 01:57:32 - mmengine - INFO - Epoch(train) [132][2400/3757] lr: 1.720e-03 eta: 13:15:33 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 11.2467 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0540 loss: 2.0540 2022/06/27 01:57:37 - mmengine - INFO - Epoch(train) [132][2420/3757] lr: 1.720e-03 eta: 13:15:28 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 10.1110 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.7911 loss: 1.7911 2022/06/27 01:57:43 - mmengine - INFO - Epoch(train) [132][2440/3757] lr: 1.720e-03 eta: 13:15:23 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 10.5370 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.6979 loss: 1.6979 2022/06/27 01:57:48 - mmengine - INFO - Epoch(train) [132][2460/3757] lr: 1.720e-03 eta: 13:15:17 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 10.3534 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9702 loss: 1.9702 2022/06/27 01:57:53 - mmengine - INFO - Epoch(train) [132][2480/3757] lr: 1.720e-03 eta: 13:15:12 time: 0.269 data_time: 0.007 memory: 5036 grad_norm: 9.7169 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7168 loss: 1.7168 2022/06/27 01:57:58 - mmengine - INFO - Epoch(train) [132][2500/3757] lr: 1.720e-03 eta: 13:15:07 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 8.5759 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.5514 loss: 1.5514 2022/06/27 01:58:03 - mmengine - INFO - Epoch(train) [132][2520/3757] lr: 1.720e-03 eta: 13:15:02 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 10.7545 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.7744 loss: 1.7744 2022/06/27 01:58:09 - mmengine - INFO - Epoch(train) [132][2540/3757] lr: 1.720e-03 eta: 13:14:56 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 10.0536 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.5511 loss: 1.5511 2022/06/27 01:58:14 - mmengine - INFO - Epoch(train) [132][2560/3757] lr: 1.720e-03 eta: 13:14:51 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 10.8508 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4460 loss: 1.4460 2022/06/27 01:58:19 - mmengine - INFO - Epoch(train) [132][2580/3757] lr: 1.720e-03 eta: 13:14:46 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 10.3426 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.9623 loss: 1.9623 2022/06/27 01:58:25 - mmengine - INFO - Epoch(train) [132][2600/3757] lr: 1.720e-03 eta: 13:14:41 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 9.8493 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9772 loss: 1.9772 2022/06/27 01:58:30 - mmengine - INFO - Epoch(train) [132][2620/3757] lr: 1.720e-03 eta: 13:14:35 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 11.3317 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9962 loss: 1.9962 2022/06/27 01:58:35 - mmengine - INFO - Epoch(train) [132][2640/3757] lr: 1.720e-03 eta: 13:14:30 time: 0.264 data_time: 0.007 memory: 5036 grad_norm: 9.4448 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4208 loss: 2.4208 2022/06/27 01:58:41 - mmengine - INFO - Epoch(train) [132][2660/3757] lr: 1.720e-03 eta: 13:14:25 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 9.9372 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.2612 loss: 2.2612 2022/06/27 01:58:46 - mmengine - INFO - Epoch(train) [132][2680/3757] lr: 1.720e-03 eta: 13:14:20 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 8.7582 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8565 loss: 1.8565 2022/06/27 01:58:51 - mmengine - INFO - Epoch(train) [132][2700/3757] lr: 1.720e-03 eta: 13:14:14 time: 0.268 data_time: 0.003 memory: 5036 grad_norm: 11.0216 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.1929 loss: 2.1929 2022/06/27 01:58:56 - mmengine - INFO - Epoch(train) [132][2720/3757] lr: 1.720e-03 eta: 13:14:09 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 11.6326 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8145 loss: 1.8145 2022/06/27 01:59:02 - mmengine - INFO - Epoch(train) [132][2740/3757] lr: 1.720e-03 eta: 13:14:04 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 11.3421 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0066 loss: 2.0066 2022/06/27 01:59:07 - mmengine - INFO - Epoch(train) [132][2760/3757] lr: 1.720e-03 eta: 13:13:59 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 9.7328 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.8235 loss: 1.8235 2022/06/27 01:59:12 - mmengine - INFO - Epoch(train) [132][2780/3757] lr: 1.720e-03 eta: 13:13:53 time: 0.265 data_time: 0.006 memory: 5036 grad_norm: 10.6085 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9021 loss: 1.9021 2022/06/27 01:59:18 - mmengine - INFO - Epoch(train) [132][2800/3757] lr: 1.720e-03 eta: 13:13:48 time: 0.270 data_time: 0.007 memory: 5036 grad_norm: 10.1653 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0996 loss: 2.0996 2022/06/27 01:59:23 - mmengine - INFO - Epoch(train) [132][2820/3757] lr: 1.720e-03 eta: 13:13:43 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 10.3778 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9948 loss: 1.9948 2022/06/27 01:59:26 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 01:59:28 - mmengine - INFO - Epoch(train) [132][2840/3757] lr: 1.720e-03 eta: 13:13:38 time: 0.265 data_time: 0.006 memory: 5036 grad_norm: 9.0045 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8632 loss: 1.8632 2022/06/27 01:59:33 - mmengine - INFO - Epoch(train) [132][2860/3757] lr: 1.720e-03 eta: 13:13:32 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 9.0419 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8116 loss: 1.8116 2022/06/27 01:59:39 - mmengine - INFO - Epoch(train) [132][2880/3757] lr: 1.720e-03 eta: 13:13:27 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 9.2644 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0564 loss: 2.0564 2022/06/27 01:59:44 - mmengine - INFO - Epoch(train) [132][2900/3757] lr: 1.720e-03 eta: 13:13:22 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 10.5094 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7530 loss: 1.7530 2022/06/27 01:59:49 - mmengine - INFO - Epoch(train) [132][2920/3757] lr: 1.720e-03 eta: 13:13:17 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 10.6360 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9746 loss: 1.9746 2022/06/27 01:59:54 - mmengine - INFO - Epoch(train) [132][2940/3757] lr: 1.720e-03 eta: 13:13:11 time: 0.260 data_time: 0.013 memory: 5036 grad_norm: 11.5809 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.0558 loss: 2.0558 2022/06/27 02:00:00 - mmengine - INFO - Epoch(train) [132][2960/3757] lr: 1.720e-03 eta: 13:13:06 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 9.0519 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1680 loss: 2.1680 2022/06/27 02:00:05 - mmengine - INFO - Epoch(train) [132][2980/3757] lr: 1.720e-03 eta: 13:13:01 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 9.5250 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8605 loss: 1.8605 2022/06/27 02:00:10 - mmengine - INFO - Epoch(train) [132][3000/3757] lr: 1.720e-03 eta: 13:12:56 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 10.8655 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.0889 loss: 2.0889 2022/06/27 02:00:24 - mmengine - INFO - Epoch(train) [132][3020/3757] lr: 1.720e-03 eta: 13:12:53 time: 0.251 data_time: 0.007 memory: 5036 grad_norm: 8.8668 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.5966 loss: 1.5966 2022/06/27 02:00:29 - mmengine - INFO - Epoch(train) [132][3040/3757] lr: 1.720e-03 eta: 13:12:48 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 9.5161 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.9773 loss: 1.9773 2022/06/27 02:00:34 - mmengine - INFO - Epoch(train) [132][3060/3757] lr: 1.720e-03 eta: 13:12:43 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 10.0198 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.5347 loss: 1.5347 2022/06/27 02:00:39 - mmengine - INFO - Epoch(train) [132][3080/3757] lr: 1.720e-03 eta: 13:12:37 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 10.4596 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8040 loss: 1.8040 2022/06/27 02:00:44 - mmengine - INFO - Epoch(train) [132][3100/3757] lr: 1.720e-03 eta: 13:12:32 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 11.2927 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.1128 loss: 2.1128 2022/06/27 02:00:50 - mmengine - INFO - Epoch(train) [132][3120/3757] lr: 1.720e-03 eta: 13:12:27 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 10.3907 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.4296 loss: 2.4296 2022/06/27 02:00:55 - mmengine - INFO - Epoch(train) [132][3140/3757] lr: 1.720e-03 eta: 13:12:22 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 10.2651 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7958 loss: 1.7958 2022/06/27 02:01:00 - mmengine - INFO - Epoch(train) [132][3160/3757] lr: 1.720e-03 eta: 13:12:16 time: 0.260 data_time: 0.010 memory: 5036 grad_norm: 10.7730 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7206 loss: 1.7206 2022/06/27 02:01:06 - mmengine - INFO - Epoch(train) [132][3180/3757] lr: 1.720e-03 eta: 13:12:11 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 9.1166 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.8442 loss: 1.8442 2022/06/27 02:01:11 - mmengine - INFO - Epoch(train) [132][3200/3757] lr: 1.720e-03 eta: 13:12:06 time: 0.254 data_time: 0.012 memory: 5036 grad_norm: 9.8617 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.0739 loss: 2.0739 2022/06/27 02:01:16 - mmengine - INFO - Epoch(train) [132][3220/3757] lr: 1.720e-03 eta: 13:12:01 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 10.3523 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.2982 loss: 1.2982 2022/06/27 02:01:21 - mmengine - INFO - Epoch(train) [132][3240/3757] lr: 1.720e-03 eta: 13:11:55 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 9.5625 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.7014 loss: 1.7014 2022/06/27 02:01:27 - mmengine - INFO - Epoch(train) [132][3260/3757] lr: 1.720e-03 eta: 13:11:50 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 10.8894 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.3268 loss: 2.3268 2022/06/27 02:01:32 - mmengine - INFO - Epoch(train) [132][3280/3757] lr: 1.720e-03 eta: 13:11:45 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 10.5382 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0831 loss: 2.0831 2022/06/27 02:01:37 - mmengine - INFO - Epoch(train) [132][3300/3757] lr: 1.720e-03 eta: 13:11:40 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 7.3573 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.7135 loss: 1.7135 2022/06/27 02:01:42 - mmengine - INFO - Epoch(train) [132][3320/3757] lr: 1.720e-03 eta: 13:11:34 time: 0.294 data_time: 0.024 memory: 5036 grad_norm: 8.9112 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0500 loss: 2.0500 2022/06/27 02:01:48 - mmengine - INFO - Epoch(train) [132][3340/3757] lr: 1.720e-03 eta: 13:11:29 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 9.3937 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0063 loss: 2.0063 2022/06/27 02:01:53 - mmengine - INFO - Epoch(train) [132][3360/3757] lr: 1.720e-03 eta: 13:11:24 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 9.9554 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7683 loss: 1.7683 2022/06/27 02:01:58 - mmengine - INFO - Epoch(train) [132][3380/3757] lr: 1.720e-03 eta: 13:11:18 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 9.1741 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.3007 loss: 2.3007 2022/06/27 02:02:03 - mmengine - INFO - Epoch(train) [132][3400/3757] lr: 1.720e-03 eta: 13:11:13 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 9.6813 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7877 loss: 1.7877 2022/06/27 02:02:09 - mmengine - INFO - Epoch(train) [132][3420/3757] lr: 1.720e-03 eta: 13:11:08 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 11.1291 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0567 loss: 2.0567 2022/06/27 02:02:14 - mmengine - INFO - Epoch(train) [132][3440/3757] lr: 1.720e-03 eta: 13:11:03 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 10.1243 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8391 loss: 1.8391 2022/06/27 02:02:19 - mmengine - INFO - Epoch(train) [132][3460/3757] lr: 1.720e-03 eta: 13:10:57 time: 0.262 data_time: 0.010 memory: 5036 grad_norm: 11.5813 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6969 loss: 1.6969 2022/06/27 02:02:24 - mmengine - INFO - Epoch(train) [132][3480/3757] lr: 1.720e-03 eta: 13:10:52 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 10.0040 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.8389 loss: 1.8389 2022/06/27 02:02:29 - mmengine - INFO - Epoch(train) [132][3500/3757] lr: 1.720e-03 eta: 13:10:47 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 13.3096 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.2176 loss: 2.2176 2022/06/27 02:02:35 - mmengine - INFO - Epoch(train) [132][3520/3757] lr: 1.720e-03 eta: 13:10:42 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 9.2500 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7577 loss: 1.7577 2022/06/27 02:02:40 - mmengine - INFO - Epoch(train) [132][3540/3757] lr: 1.720e-03 eta: 13:10:36 time: 0.259 data_time: 0.009 memory: 5036 grad_norm: 11.7923 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1367 loss: 2.1367 2022/06/27 02:02:45 - mmengine - INFO - Epoch(train) [132][3560/3757] lr: 1.720e-03 eta: 13:10:31 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 9.2742 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8924 loss: 1.8924 2022/06/27 02:02:50 - mmengine - INFO - Epoch(train) [132][3580/3757] lr: 1.720e-03 eta: 13:10:26 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 8.4556 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.8305 loss: 1.8305 2022/06/27 02:02:56 - mmengine - INFO - Epoch(train) [132][3600/3757] lr: 1.720e-03 eta: 13:10:20 time: 0.266 data_time: 0.006 memory: 5036 grad_norm: 8.7968 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.4193 loss: 1.4193 2022/06/27 02:03:01 - mmengine - INFO - Epoch(train) [132][3620/3757] lr: 1.720e-03 eta: 13:10:15 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 10.6305 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2524 loss: 2.2524 2022/06/27 02:03:06 - mmengine - INFO - Epoch(train) [132][3640/3757] lr: 1.720e-03 eta: 13:10:10 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 10.5266 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.6304 loss: 1.6304 2022/06/27 02:03:11 - mmengine - INFO - Epoch(train) [132][3660/3757] lr: 1.720e-03 eta: 13:10:05 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 9.2776 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.5943 loss: 1.5943 2022/06/27 02:03:16 - mmengine - INFO - Epoch(train) [132][3680/3757] lr: 1.720e-03 eta: 13:09:59 time: 0.250 data_time: 0.007 memory: 5036 grad_norm: 10.0732 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.1879 loss: 2.1879 2022/06/27 02:03:22 - mmengine - INFO - Epoch(train) [132][3700/3757] lr: 1.720e-03 eta: 13:09:54 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 8.9993 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9804 loss: 1.9804 2022/06/27 02:03:27 - mmengine - INFO - Epoch(train) [132][3720/3757] lr: 1.720e-03 eta: 13:09:49 time: 0.270 data_time: 0.006 memory: 5036 grad_norm: 10.5857 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9012 loss: 1.9012 2022/06/27 02:03:32 - mmengine - INFO - Epoch(train) [132][3740/3757] lr: 1.720e-03 eta: 13:09:44 time: 0.244 data_time: 0.006 memory: 5036 grad_norm: 11.4778 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3650 loss: 2.3650 2022/06/27 02:03:36 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 02:03:36 - mmengine - INFO - Saving checkpoint at 132 epochs 2022/06/27 02:03:49 - mmengine - INFO - Epoch(val) [132][20/310] eta: 0:01:42 time: 0.106 data_time: 0.005 memory: 5036 2022/06/27 02:03:54 - mmengine - INFO - Epoch(val) [132][40/310] eta: 0:01:33 time: 0.103 data_time: 0.001 memory: 1723 2022/06/27 02:03:58 - mmengine - INFO - Epoch(val) [132][60/310] eta: 0:00:26 time: 0.103 data_time: 0.001 memory: 1723 2022/06/27 02:04:03 - mmengine - INFO - Epoch(val) [132][80/310] eta: 0:00:24 time: 0.104 data_time: 0.001 memory: 1723 2022/06/27 02:04:10 - mmengine - INFO - Epoch(val) [132][100/310] eta: 0:01:15 time: 0.108 data_time: 0.001 memory: 1723 2022/06/27 02:04:15 - mmengine - INFO - Epoch(val) [132][120/310] eta: 0:01:10 time: 0.103 data_time: 0.002 memory: 1723 2022/06/27 02:04:19 - mmengine - INFO - Epoch(val) [132][140/310] eta: 0:00:17 time: 0.106 data_time: 0.004 memory: 1723 2022/06/27 02:04:24 - mmengine - INFO - Epoch(val) [132][160/310] eta: 0:00:16 time: 0.108 data_time: 0.001 memory: 1723 2022/06/27 02:04:31 - mmengine - INFO - Epoch(val) [132][180/310] eta: 0:00:48 time: 0.103 data_time: 0.001 memory: 1723 2022/06/27 02:04:36 - mmengine - INFO - Epoch(val) [132][200/310] eta: 0:00:40 time: 0.103 data_time: 0.001 memory: 1723 2022/06/27 02:04:41 - mmengine - INFO - Epoch(val) [132][220/310] eta: 0:00:09 time: 0.105 data_time: 0.002 memory: 1723 2022/06/27 02:04:45 - mmengine - INFO - Epoch(val) [132][240/310] eta: 0:00:07 time: 0.103 data_time: 0.001 memory: 1723 2022/06/27 02:04:53 - mmengine - INFO - Epoch(val) [132][260/310] eta: 0:00:18 time: 0.904 data_time: 0.801 memory: 1723 2022/06/27 02:04:56 - mmengine - INFO - Epoch(val) [132][280/310] eta: 0:00:07 time: 0.103 data_time: 0.001 memory: 1723 2022/06/27 02:04:58 - mmengine - INFO - Epoch(val) [132][300/310] eta: 0:00:01 time: 0.103 data_time: 0.001 memory: 1723 2022/06/27 02:05:01 - mmengine - INFO - Epoch(val) [132][310/310] acc/top1: 0.5767 acc/top5: 0.8038 acc/mean1: 0.5766 2022/06/27 02:05:11 - mmengine - INFO - Epoch(train) [133][20/3757] lr: 1.654e-03 eta: 13:09:35 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 10.4699 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5480 loss: 1.5480 2022/06/27 02:05:16 - mmengine - INFO - Epoch(train) [133][40/3757] lr: 1.654e-03 eta: 13:09:30 time: 0.255 data_time: 0.013 memory: 5036 grad_norm: 7.3377 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8465 loss: 1.8465 2022/06/27 02:05:21 - mmengine - INFO - Epoch(train) [133][60/3757] lr: 1.654e-03 eta: 13:09:24 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 8.8750 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0864 loss: 2.0864 2022/06/27 02:05:26 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 02:05:27 - mmengine - INFO - Epoch(train) [133][80/3757] lr: 1.654e-03 eta: 13:09:19 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 11.3090 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9827 loss: 1.9827 2022/06/27 02:05:32 - mmengine - INFO - Epoch(train) [133][100/3757] lr: 1.654e-03 eta: 13:09:14 time: 0.275 data_time: 0.003 memory: 5036 grad_norm: 11.6759 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.7200 loss: 1.7200 2022/06/27 02:05:38 - mmengine - INFO - Epoch(train) [133][120/3757] lr: 1.654e-03 eta: 13:09:09 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 9.1703 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5452 loss: 1.5452 2022/06/27 02:05:43 - mmengine - INFO - Epoch(train) [133][140/3757] lr: 1.654e-03 eta: 13:09:04 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 10.5880 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.0861 loss: 2.0861 2022/06/27 02:05:49 - mmengine - INFO - Epoch(train) [133][160/3757] lr: 1.654e-03 eta: 13:08:58 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 10.0457 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5682 loss: 1.5682 2022/06/27 02:05:54 - mmengine - INFO - Epoch(train) [133][180/3757] lr: 1.654e-03 eta: 13:08:53 time: 0.267 data_time: 0.003 memory: 5036 grad_norm: 10.6811 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0594 loss: 2.0594 2022/06/27 02:05:59 - mmengine - INFO - Epoch(train) [133][200/3757] lr: 1.654e-03 eta: 13:08:48 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 10.2187 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.9572 loss: 2.9572 2022/06/27 02:06:05 - mmengine - INFO - Epoch(train) [133][220/3757] lr: 1.654e-03 eta: 13:08:43 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 9.1323 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1550 loss: 2.1550 2022/06/27 02:06:10 - mmengine - INFO - Epoch(train) [133][240/3757] lr: 1.654e-03 eta: 13:08:37 time: 0.269 data_time: 0.006 memory: 5036 grad_norm: 11.1612 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8441 loss: 1.8441 2022/06/27 02:06:15 - mmengine - INFO - Epoch(train) [133][260/3757] lr: 1.654e-03 eta: 13:08:32 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 8.9570 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.7932 loss: 1.7932 2022/06/27 02:06:20 - mmengine - INFO - Epoch(train) [133][280/3757] lr: 1.654e-03 eta: 13:08:27 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 9.6311 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9047 loss: 1.9047 2022/06/27 02:06:26 - mmengine - INFO - Epoch(train) [133][300/3757] lr: 1.654e-03 eta: 13:08:22 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 10.3064 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1793 loss: 2.1793 2022/06/27 02:06:31 - mmengine - INFO - Epoch(train) [133][320/3757] lr: 1.654e-03 eta: 13:08:17 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 10.7118 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.9595 loss: 1.9595 2022/06/27 02:06:37 - mmengine - INFO - Epoch(train) [133][340/3757] lr: 1.654e-03 eta: 13:08:11 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 9.1458 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.6421 loss: 1.6421 2022/06/27 02:06:42 - mmengine - INFO - Epoch(train) [133][360/3757] lr: 1.654e-03 eta: 13:08:06 time: 0.264 data_time: 0.006 memory: 5036 grad_norm: 7.8429 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1043 loss: 2.1043 2022/06/27 02:06:47 - mmengine - INFO - Epoch(train) [133][380/3757] lr: 1.654e-03 eta: 13:08:01 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 9.8003 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9961 loss: 1.9961 2022/06/27 02:06:53 - mmengine - INFO - Epoch(train) [133][400/3757] lr: 1.654e-03 eta: 13:07:56 time: 0.262 data_time: 0.012 memory: 5036 grad_norm: 8.4162 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4014 loss: 1.4014 2022/06/27 02:06:58 - mmengine - INFO - Epoch(train) [133][420/3757] lr: 1.654e-03 eta: 13:07:50 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 9.2254 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8637 loss: 1.8637 2022/06/27 02:07:03 - mmengine - INFO - Epoch(train) [133][440/3757] lr: 1.654e-03 eta: 13:07:45 time: 0.255 data_time: 0.008 memory: 5036 grad_norm: 11.0774 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0973 loss: 2.0973 2022/06/27 02:07:08 - mmengine - INFO - Epoch(train) [133][460/3757] lr: 1.654e-03 eta: 13:07:40 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 9.7312 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7668 loss: 1.7668 2022/06/27 02:07:14 - mmengine - INFO - Epoch(train) [133][480/3757] lr: 1.654e-03 eta: 13:07:35 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 9.5686 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2094 loss: 2.2094 2022/06/27 02:07:19 - mmengine - INFO - Epoch(train) [133][500/3757] lr: 1.654e-03 eta: 13:07:29 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 11.0910 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7690 loss: 1.7690 2022/06/27 02:07:24 - mmengine - INFO - Epoch(train) [133][520/3757] lr: 1.654e-03 eta: 13:07:24 time: 0.250 data_time: 0.007 memory: 5036 grad_norm: 9.0884 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.2875 loss: 2.2875 2022/06/27 02:07:30 - mmengine - INFO - Epoch(train) [133][540/3757] lr: 1.654e-03 eta: 13:07:19 time: 0.266 data_time: 0.007 memory: 5036 grad_norm: 8.7682 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4608 loss: 2.4608 2022/06/27 02:07:35 - mmengine - INFO - Epoch(train) [133][560/3757] lr: 1.654e-03 eta: 13:07:14 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 10.2563 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.9115 loss: 1.9115 2022/06/27 02:07:40 - mmengine - INFO - Epoch(train) [133][580/3757] lr: 1.654e-03 eta: 13:07:08 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 9.6746 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.2017 loss: 2.2017 2022/06/27 02:07:46 - mmengine - INFO - Epoch(train) [133][600/3757] lr: 1.654e-03 eta: 13:07:03 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 9.4116 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8512 loss: 1.8512 2022/06/27 02:07:51 - mmengine - INFO - Epoch(train) [133][620/3757] lr: 1.654e-03 eta: 13:06:58 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 8.9886 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.9612 loss: 1.9612 2022/06/27 02:07:56 - mmengine - INFO - Epoch(train) [133][640/3757] lr: 1.654e-03 eta: 13:06:53 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 8.8847 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1971 loss: 2.1971 2022/06/27 02:08:01 - mmengine - INFO - Epoch(train) [133][660/3757] lr: 1.654e-03 eta: 13:06:47 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 9.4275 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0281 loss: 2.0281 2022/06/27 02:08:07 - mmengine - INFO - Epoch(train) [133][680/3757] lr: 1.654e-03 eta: 13:06:42 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 9.9235 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8099 loss: 1.8099 2022/06/27 02:08:12 - mmengine - INFO - Epoch(train) [133][700/3757] lr: 1.654e-03 eta: 13:06:37 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 9.7653 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7275 loss: 1.7275 2022/06/27 02:08:17 - mmengine - INFO - Epoch(train) [133][720/3757] lr: 1.654e-03 eta: 13:06:32 time: 0.249 data_time: 0.007 memory: 5036 grad_norm: 9.9193 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1726 loss: 2.1726 2022/06/27 02:08:22 - mmengine - INFO - Epoch(train) [133][740/3757] lr: 1.654e-03 eta: 13:06:26 time: 0.254 data_time: 0.010 memory: 5036 grad_norm: 8.7507 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.5957 loss: 1.5957 2022/06/27 02:08:28 - mmengine - INFO - Epoch(train) [133][760/3757] lr: 1.654e-03 eta: 13:06:21 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 8.8835 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7954 loss: 1.7954 2022/06/27 02:08:33 - mmengine - INFO - Epoch(train) [133][780/3757] lr: 1.654e-03 eta: 13:06:16 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 9.0388 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.0955 loss: 2.0955 2022/06/27 02:08:38 - mmengine - INFO - Epoch(train) [133][800/3757] lr: 1.654e-03 eta: 13:06:11 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 10.6705 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.0390 loss: 2.0390 2022/06/27 02:08:44 - mmengine - INFO - Epoch(train) [133][820/3757] lr: 1.654e-03 eta: 13:06:05 time: 0.260 data_time: 0.010 memory: 5036 grad_norm: 9.5607 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8553 loss: 1.8553 2022/06/27 02:08:49 - mmengine - INFO - Epoch(train) [133][840/3757] lr: 1.654e-03 eta: 13:06:00 time: 0.262 data_time: 0.009 memory: 5036 grad_norm: 8.6512 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5674 loss: 1.5674 2022/06/27 02:08:54 - mmengine - INFO - Epoch(train) [133][860/3757] lr: 1.654e-03 eta: 13:05:55 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 10.1241 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7925 loss: 1.7925 2022/06/27 02:09:00 - mmengine - INFO - Epoch(train) [133][880/3757] lr: 1.654e-03 eta: 13:05:50 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 11.5114 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.4543 loss: 2.4543 2022/06/27 02:09:05 - mmengine - INFO - Epoch(train) [133][900/3757] lr: 1.654e-03 eta: 13:05:44 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 10.5330 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5569 loss: 1.5569 2022/06/27 02:09:10 - mmengine - INFO - Epoch(train) [133][920/3757] lr: 1.654e-03 eta: 13:05:39 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 8.5848 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.0162 loss: 2.0162 2022/06/27 02:09:16 - mmengine - INFO - Epoch(train) [133][940/3757] lr: 1.654e-03 eta: 13:05:34 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.6548 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1204 loss: 2.1204 2022/06/27 02:09:21 - mmengine - INFO - Epoch(train) [133][960/3757] lr: 1.654e-03 eta: 13:05:29 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 10.3611 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9164 loss: 1.9164 2022/06/27 02:09:26 - mmengine - INFO - Epoch(train) [133][980/3757] lr: 1.654e-03 eta: 13:05:23 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 11.8380 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.8639 loss: 1.8639 2022/06/27 02:09:31 - mmengine - INFO - Epoch(train) [133][1000/3757] lr: 1.654e-03 eta: 13:05:18 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 9.4465 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7957 loss: 1.7957 2022/06/27 02:09:37 - mmengine - INFO - Epoch(train) [133][1020/3757] lr: 1.654e-03 eta: 13:05:13 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 8.0191 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.9678 loss: 1.9678 2022/06/27 02:09:42 - mmengine - INFO - Epoch(train) [133][1040/3757] lr: 1.654e-03 eta: 13:05:08 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 10.6059 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9930 loss: 1.9930 2022/06/27 02:09:47 - mmengine - INFO - Epoch(train) [133][1060/3757] lr: 1.654e-03 eta: 13:05:02 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 10.7212 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9850 loss: 1.9850 2022/06/27 02:09:51 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 02:09:52 - mmengine - INFO - Epoch(train) [133][1080/3757] lr: 1.654e-03 eta: 13:04:57 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 10.6025 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9646 loss: 1.9646 2022/06/27 02:09:58 - mmengine - INFO - Epoch(train) [133][1100/3757] lr: 1.654e-03 eta: 13:04:52 time: 0.257 data_time: 0.010 memory: 5036 grad_norm: 9.6991 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2898 loss: 2.2898 2022/06/27 02:10:03 - mmengine - INFO - Epoch(train) [133][1120/3757] lr: 1.654e-03 eta: 13:04:46 time: 0.270 data_time: 0.007 memory: 5036 grad_norm: 10.2845 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6368 loss: 1.6368 2022/06/27 02:10:08 - mmengine - INFO - Epoch(train) [133][1140/3757] lr: 1.654e-03 eta: 13:04:41 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 9.5263 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7399 loss: 1.7399 2022/06/27 02:10:13 - mmengine - INFO - Epoch(train) [133][1160/3757] lr: 1.654e-03 eta: 13:04:36 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 8.5558 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5436 loss: 1.5436 2022/06/27 02:10:19 - mmengine - INFO - Epoch(train) [133][1180/3757] lr: 1.654e-03 eta: 13:04:31 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 10.3914 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9846 loss: 1.9846 2022/06/27 02:10:24 - mmengine - INFO - Epoch(train) [133][1200/3757] lr: 1.654e-03 eta: 13:04:25 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 12.5931 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.9943 loss: 1.9943 2022/06/27 02:10:29 - mmengine - INFO - Epoch(train) [133][1220/3757] lr: 1.654e-03 eta: 13:04:20 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 12.1607 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 1.7439 loss: 1.7439 2022/06/27 02:10:34 - mmengine - INFO - Epoch(train) [133][1240/3757] lr: 1.654e-03 eta: 13:04:15 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 10.5090 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7977 loss: 1.7977 2022/06/27 02:10:39 - mmengine - INFO - Epoch(train) [133][1260/3757] lr: 1.654e-03 eta: 13:04:10 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 8.3583 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0771 loss: 2.0771 2022/06/27 02:10:45 - mmengine - INFO - Epoch(train) [133][1280/3757] lr: 1.654e-03 eta: 13:04:04 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 10.7207 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.6669 loss: 1.6669 2022/06/27 02:10:50 - mmengine - INFO - Epoch(train) [133][1300/3757] lr: 1.654e-03 eta: 13:03:59 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 11.3270 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.1475 loss: 2.1475 2022/06/27 02:10:55 - mmengine - INFO - Epoch(train) [133][1320/3757] lr: 1.654e-03 eta: 13:03:54 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 9.0470 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0519 loss: 2.0519 2022/06/27 02:11:00 - mmengine - INFO - Epoch(train) [133][1340/3757] lr: 1.654e-03 eta: 13:03:48 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 8.6401 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.5571 loss: 1.5571 2022/06/27 02:11:05 - mmengine - INFO - Epoch(train) [133][1360/3757] lr: 1.654e-03 eta: 13:03:43 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 10.2395 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.5360 loss: 1.5360 2022/06/27 02:11:11 - mmengine - INFO - Epoch(train) [133][1380/3757] lr: 1.654e-03 eta: 13:03:38 time: 0.254 data_time: 0.010 memory: 5036 grad_norm: 10.3581 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.4846 loss: 1.4846 2022/06/27 02:11:16 - mmengine - INFO - Epoch(train) [133][1400/3757] lr: 1.654e-03 eta: 13:03:33 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 9.6627 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1309 loss: 2.1309 2022/06/27 02:11:21 - mmengine - INFO - Epoch(train) [133][1420/3757] lr: 1.654e-03 eta: 13:03:27 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 9.3553 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8633 loss: 1.8633 2022/06/27 02:11:26 - mmengine - INFO - Epoch(train) [133][1440/3757] lr: 1.654e-03 eta: 13:03:22 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 11.2116 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6620 loss: 1.6620 2022/06/27 02:11:32 - mmengine - INFO - Epoch(train) [133][1460/3757] lr: 1.654e-03 eta: 13:03:17 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 9.4257 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7502 loss: 1.7502 2022/06/27 02:11:37 - mmengine - INFO - Epoch(train) [133][1480/3757] lr: 1.654e-03 eta: 13:03:12 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 9.2097 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.2899 loss: 2.2899 2022/06/27 02:11:42 - mmengine - INFO - Epoch(train) [133][1500/3757] lr: 1.654e-03 eta: 13:03:06 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 8.6367 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.3198 loss: 2.3198 2022/06/27 02:11:47 - mmengine - INFO - Epoch(train) [133][1520/3757] lr: 1.654e-03 eta: 13:03:01 time: 0.249 data_time: 0.007 memory: 5036 grad_norm: 10.7566 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.7525 loss: 1.7525 2022/06/27 02:11:52 - mmengine - INFO - Epoch(train) [133][1540/3757] lr: 1.654e-03 eta: 13:02:56 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 10.0894 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8614 loss: 1.8614 2022/06/27 02:11:58 - mmengine - INFO - Epoch(train) [133][1560/3757] lr: 1.654e-03 eta: 13:02:50 time: 0.256 data_time: 0.010 memory: 5036 grad_norm: 9.7365 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7924 loss: 1.7924 2022/06/27 02:12:03 - mmengine - INFO - Epoch(train) [133][1580/3757] lr: 1.654e-03 eta: 13:02:45 time: 0.283 data_time: 0.009 memory: 5036 grad_norm: 9.4888 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6854 loss: 1.6854 2022/06/27 02:12:08 - mmengine - INFO - Epoch(train) [133][1600/3757] lr: 1.654e-03 eta: 13:02:40 time: 0.261 data_time: 0.009 memory: 5036 grad_norm: 9.3920 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.9683 loss: 1.9683 2022/06/27 02:12:13 - mmengine - INFO - Epoch(train) [133][1620/3757] lr: 1.654e-03 eta: 13:02:35 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 9.2053 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2316 loss: 2.2316 2022/06/27 02:12:19 - mmengine - INFO - Epoch(train) [133][1640/3757] lr: 1.654e-03 eta: 13:02:29 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 10.2166 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9682 loss: 1.9682 2022/06/27 02:12:24 - mmengine - INFO - Epoch(train) [133][1660/3757] lr: 1.654e-03 eta: 13:02:24 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 8.3841 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0251 loss: 2.0251 2022/06/27 02:12:29 - mmengine - INFO - Epoch(train) [133][1680/3757] lr: 1.654e-03 eta: 13:02:19 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 10.0939 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3306 loss: 2.3306 2022/06/27 02:12:34 - mmengine - INFO - Epoch(train) [133][1700/3757] lr: 1.654e-03 eta: 13:02:14 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 8.6178 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.7369 loss: 1.7369 2022/06/27 02:12:40 - mmengine - INFO - Epoch(train) [133][1720/3757] lr: 1.654e-03 eta: 13:02:08 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 9.5705 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.9622 loss: 1.9622 2022/06/27 02:12:45 - mmengine - INFO - Epoch(train) [133][1740/3757] lr: 1.654e-03 eta: 13:02:03 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 8.7537 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.9574 loss: 1.9574 2022/06/27 02:12:50 - mmengine - INFO - Epoch(train) [133][1760/3757] lr: 1.654e-03 eta: 13:01:58 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 9.7234 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.6827 loss: 1.6827 2022/06/27 02:12:55 - mmengine - INFO - Epoch(train) [133][1780/3757] lr: 1.654e-03 eta: 13:01:53 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 10.2797 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8247 loss: 1.8247 2022/06/27 02:13:01 - mmengine - INFO - Epoch(train) [133][1800/3757] lr: 1.654e-03 eta: 13:01:47 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 10.1388 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0459 loss: 2.0459 2022/06/27 02:13:06 - mmengine - INFO - Epoch(train) [133][1820/3757] lr: 1.654e-03 eta: 13:01:42 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 10.1993 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.9674 loss: 1.9674 2022/06/27 02:13:11 - mmengine - INFO - Epoch(train) [133][1840/3757] lr: 1.654e-03 eta: 13:01:37 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 10.6245 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.4087 loss: 2.4087 2022/06/27 02:13:17 - mmengine - INFO - Epoch(train) [133][1860/3757] lr: 1.654e-03 eta: 13:01:32 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 9.7734 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.8775 loss: 1.8775 2022/06/27 02:13:22 - mmengine - INFO - Epoch(train) [133][1880/3757] lr: 1.654e-03 eta: 13:01:26 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 9.6006 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6646 loss: 1.6646 2022/06/27 02:13:27 - mmengine - INFO - Epoch(train) [133][1900/3757] lr: 1.654e-03 eta: 13:01:21 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 8.2576 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5319 loss: 1.5319 2022/06/27 02:13:32 - mmengine - INFO - Epoch(train) [133][1920/3757] lr: 1.654e-03 eta: 13:01:16 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 10.1384 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9638 loss: 1.9638 2022/06/27 02:13:38 - mmengine - INFO - Epoch(train) [133][1940/3757] lr: 1.654e-03 eta: 13:01:11 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 11.1647 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9508 loss: 1.9508 2022/06/27 02:13:43 - mmengine - INFO - Epoch(train) [133][1960/3757] lr: 1.654e-03 eta: 13:01:05 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 8.8260 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5679 loss: 1.5679 2022/06/27 02:13:48 - mmengine - INFO - Epoch(train) [133][1980/3757] lr: 1.654e-03 eta: 13:01:00 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.9934 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.9000 loss: 1.9000 2022/06/27 02:13:54 - mmengine - INFO - Epoch(train) [133][2000/3757] lr: 1.654e-03 eta: 13:00:55 time: 0.313 data_time: 0.022 memory: 5036 grad_norm: 9.4323 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6964 loss: 1.6964 2022/06/27 02:13:59 - mmengine - INFO - Epoch(train) [133][2020/3757] lr: 1.654e-03 eta: 13:00:50 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 10.5953 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9615 loss: 1.9615 2022/06/27 02:14:04 - mmengine - INFO - Epoch(train) [133][2040/3757] lr: 1.654e-03 eta: 13:00:44 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 10.6096 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9878 loss: 1.9878 2022/06/27 02:14:09 - mmengine - INFO - Epoch(train) [133][2060/3757] lr: 1.654e-03 eta: 13:00:39 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 9.5367 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.5449 loss: 1.5449 2022/06/27 02:14:14 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 02:14:15 - mmengine - INFO - Epoch(train) [133][2080/3757] lr: 1.654e-03 eta: 13:00:34 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 10.5003 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.1133 loss: 2.1133 2022/06/27 02:14:20 - mmengine - INFO - Epoch(train) [133][2100/3757] lr: 1.654e-03 eta: 13:00:28 time: 0.259 data_time: 0.004 memory: 5036 grad_norm: 11.2249 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9476 loss: 1.9476 2022/06/27 02:14:25 - mmengine - INFO - Epoch(train) [133][2120/3757] lr: 1.654e-03 eta: 13:00:23 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 9.3272 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3437 loss: 2.3437 2022/06/27 02:14:30 - mmengine - INFO - Epoch(train) [133][2140/3757] lr: 1.654e-03 eta: 13:00:18 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 8.6992 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.6225 loss: 1.6225 2022/06/27 02:14:36 - mmengine - INFO - Epoch(train) [133][2160/3757] lr: 1.654e-03 eta: 13:00:13 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 9.7721 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3381 loss: 2.3381 2022/06/27 02:14:41 - mmengine - INFO - Epoch(train) [133][2180/3757] lr: 1.654e-03 eta: 13:00:07 time: 0.249 data_time: 0.007 memory: 5036 grad_norm: 11.0393 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.5696 loss: 1.5696 2022/06/27 02:14:46 - mmengine - INFO - Epoch(train) [133][2200/3757] lr: 1.654e-03 eta: 13:00:02 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 9.1903 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.6646 loss: 1.6646 2022/06/27 02:14:51 - mmengine - INFO - Epoch(train) [133][2220/3757] lr: 1.654e-03 eta: 12:59:57 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 10.6018 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0279 loss: 2.0279 2022/06/27 02:14:57 - mmengine - INFO - Epoch(train) [133][2240/3757] lr: 1.654e-03 eta: 12:59:52 time: 0.259 data_time: 0.008 memory: 5036 grad_norm: 9.9880 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3870 loss: 2.3870 2022/06/27 02:15:02 - mmengine - INFO - Epoch(train) [133][2260/3757] lr: 1.654e-03 eta: 12:59:46 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 9.8111 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9895 loss: 1.9895 2022/06/27 02:15:07 - mmengine - INFO - Epoch(train) [133][2280/3757] lr: 1.654e-03 eta: 12:59:41 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 9.3705 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8601 loss: 1.8601 2022/06/27 02:15:13 - mmengine - INFO - Epoch(train) [133][2300/3757] lr: 1.654e-03 eta: 12:59:36 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 10.5247 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1454 loss: 2.1454 2022/06/27 02:15:18 - mmengine - INFO - Epoch(train) [133][2320/3757] lr: 1.654e-03 eta: 12:59:31 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 9.3608 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.7582 loss: 1.7582 2022/06/27 02:15:23 - mmengine - INFO - Epoch(train) [133][2340/3757] lr: 1.654e-03 eta: 12:59:25 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 9.7833 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.1041 loss: 2.1041 2022/06/27 02:15:28 - mmengine - INFO - Epoch(train) [133][2360/3757] lr: 1.654e-03 eta: 12:59:20 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 10.4490 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2045 loss: 2.2045 2022/06/27 02:15:34 - mmengine - INFO - Epoch(train) [133][2380/3757] lr: 1.654e-03 eta: 12:59:15 time: 0.483 data_time: 0.020 memory: 5036 grad_norm: 9.6317 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3484 loss: 2.3484 2022/06/27 02:15:39 - mmengine - INFO - Epoch(train) [133][2400/3757] lr: 1.654e-03 eta: 12:59:10 time: 0.251 data_time: 0.007 memory: 5036 grad_norm: 10.6165 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1790 loss: 2.1790 2022/06/27 02:15:44 - mmengine - INFO - Epoch(train) [133][2420/3757] lr: 1.654e-03 eta: 12:59:04 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 10.4621 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.7707 loss: 1.7707 2022/06/27 02:15:49 - mmengine - INFO - Epoch(train) [133][2440/3757] lr: 1.654e-03 eta: 12:58:59 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 10.0888 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.1807 loss: 2.1807 2022/06/27 02:15:55 - mmengine - INFO - Epoch(train) [133][2460/3757] lr: 1.654e-03 eta: 12:58:54 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 9.2271 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.3424 loss: 2.3424 2022/06/27 02:16:00 - mmengine - INFO - Epoch(train) [133][2480/3757] lr: 1.654e-03 eta: 12:58:48 time: 0.267 data_time: 0.006 memory: 5036 grad_norm: 10.8880 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.9687 loss: 1.9687 2022/06/27 02:16:05 - mmengine - INFO - Epoch(train) [133][2500/3757] lr: 1.654e-03 eta: 12:58:43 time: 0.264 data_time: 0.006 memory: 5036 grad_norm: 10.5511 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2993 loss: 2.2993 2022/06/27 02:16:10 - mmengine - INFO - Epoch(train) [133][2520/3757] lr: 1.654e-03 eta: 12:58:38 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 9.1238 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5870 loss: 1.5870 2022/06/27 02:16:15 - mmengine - INFO - Epoch(train) [133][2540/3757] lr: 1.654e-03 eta: 12:58:33 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 9.3287 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5975 loss: 1.5975 2022/06/27 02:16:21 - mmengine - INFO - Epoch(train) [133][2560/3757] lr: 1.654e-03 eta: 12:58:27 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 9.2113 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2109 loss: 2.2109 2022/06/27 02:16:26 - mmengine - INFO - Epoch(train) [133][2580/3757] lr: 1.654e-03 eta: 12:58:22 time: 0.267 data_time: 0.006 memory: 5036 grad_norm: 9.3574 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.9396 loss: 1.9396 2022/06/27 02:16:31 - mmengine - INFO - Epoch(train) [133][2600/3757] lr: 1.654e-03 eta: 12:58:17 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 11.9033 top1_acc: 0.0000 top5_acc: 0.3750 loss_cls: 2.1566 loss: 2.1566 2022/06/27 02:16:36 - mmengine - INFO - Epoch(train) [133][2620/3757] lr: 1.654e-03 eta: 12:58:12 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 10.6238 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.8051 loss: 1.8051 2022/06/27 02:16:42 - mmengine - INFO - Epoch(train) [133][2640/3757] lr: 1.654e-03 eta: 12:58:06 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 9.9639 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7098 loss: 1.7098 2022/06/27 02:16:47 - mmengine - INFO - Epoch(train) [133][2660/3757] lr: 1.654e-03 eta: 12:58:01 time: 0.256 data_time: 0.011 memory: 5036 grad_norm: 9.4652 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1113 loss: 2.1113 2022/06/27 02:16:52 - mmengine - INFO - Epoch(train) [133][2680/3757] lr: 1.654e-03 eta: 12:57:56 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 9.4329 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.8621 loss: 1.8621 2022/06/27 02:16:57 - mmengine - INFO - Epoch(train) [133][2700/3757] lr: 1.654e-03 eta: 12:57:50 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 7.9291 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0109 loss: 2.0109 2022/06/27 02:17:02 - mmengine - INFO - Epoch(train) [133][2720/3757] lr: 1.654e-03 eta: 12:57:45 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 10.2154 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7698 loss: 1.7698 2022/06/27 02:17:08 - mmengine - INFO - Epoch(train) [133][2740/3757] lr: 1.654e-03 eta: 12:57:40 time: 0.252 data_time: 0.010 memory: 5036 grad_norm: 9.8664 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.9540 loss: 1.9540 2022/06/27 02:17:13 - mmengine - INFO - Epoch(train) [133][2760/3757] lr: 1.654e-03 eta: 12:57:35 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 9.4281 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.7923 loss: 1.7923 2022/06/27 02:17:18 - mmengine - INFO - Epoch(train) [133][2780/3757] lr: 1.654e-03 eta: 12:57:29 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 8.2181 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3784 loss: 2.3784 2022/06/27 02:17:24 - mmengine - INFO - Epoch(train) [133][2800/3757] lr: 1.654e-03 eta: 12:57:24 time: 0.390 data_time: 0.020 memory: 5036 grad_norm: 9.5817 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.0368 loss: 2.0368 2022/06/27 02:17:29 - mmengine - INFO - Epoch(train) [133][2820/3757] lr: 1.654e-03 eta: 12:57:19 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 10.4078 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2649 loss: 2.2649 2022/06/27 02:17:34 - mmengine - INFO - Epoch(train) [133][2840/3757] lr: 1.654e-03 eta: 12:57:14 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 12.8855 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9217 loss: 1.9217 2022/06/27 02:17:40 - mmengine - INFO - Epoch(train) [133][2860/3757] lr: 1.654e-03 eta: 12:57:08 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 8.6822 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0711 loss: 2.0711 2022/06/27 02:17:45 - mmengine - INFO - Epoch(train) [133][2880/3757] lr: 1.654e-03 eta: 12:57:03 time: 0.253 data_time: 0.012 memory: 5036 grad_norm: 11.6792 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4621 loss: 2.4621 2022/06/27 02:17:50 - mmengine - INFO - Epoch(train) [133][2900/3757] lr: 1.654e-03 eta: 12:56:58 time: 0.258 data_time: 0.012 memory: 5036 grad_norm: 10.5894 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9204 loss: 1.9204 2022/06/27 02:17:55 - mmengine - INFO - Epoch(train) [133][2920/3757] lr: 1.654e-03 eta: 12:56:53 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 11.3085 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.7968 loss: 1.7968 2022/06/27 02:18:01 - mmengine - INFO - Epoch(train) [133][2940/3757] lr: 1.654e-03 eta: 12:56:47 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 10.0460 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7125 loss: 1.7125 2022/06/27 02:18:06 - mmengine - INFO - Epoch(train) [133][2960/3757] lr: 1.654e-03 eta: 12:56:42 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 10.1804 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8400 loss: 1.8400 2022/06/27 02:18:11 - mmengine - INFO - Epoch(train) [133][2980/3757] lr: 1.654e-03 eta: 12:56:37 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 11.2174 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9771 loss: 1.9771 2022/06/27 02:18:17 - mmengine - INFO - Epoch(train) [133][3000/3757] lr: 1.654e-03 eta: 12:56:32 time: 0.258 data_time: 0.008 memory: 5036 grad_norm: 11.4954 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.1047 loss: 2.1047 2022/06/27 02:18:22 - mmengine - INFO - Epoch(train) [133][3020/3757] lr: 1.654e-03 eta: 12:56:26 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 9.9163 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.5608 loss: 1.5608 2022/06/27 02:18:27 - mmengine - INFO - Epoch(train) [133][3040/3757] lr: 1.654e-03 eta: 12:56:21 time: 0.263 data_time: 0.010 memory: 5036 grad_norm: 11.8017 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3904 loss: 2.3904 2022/06/27 02:18:33 - mmengine - INFO - Epoch(train) [133][3060/3757] lr: 1.654e-03 eta: 12:56:16 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 8.6884 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.1101 loss: 2.1101 2022/06/27 02:18:37 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 02:18:38 - mmengine - INFO - Epoch(train) [133][3080/3757] lr: 1.654e-03 eta: 12:56:11 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 11.0513 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8175 loss: 1.8175 2022/06/27 02:18:43 - mmengine - INFO - Epoch(train) [133][3100/3757] lr: 1.654e-03 eta: 12:56:06 time: 0.254 data_time: 0.008 memory: 5036 grad_norm: 10.0587 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.8717 loss: 1.8717 2022/06/27 02:18:49 - mmengine - INFO - Epoch(train) [133][3120/3757] lr: 1.654e-03 eta: 12:56:00 time: 0.260 data_time: 0.009 memory: 5036 grad_norm: 10.3659 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8958 loss: 1.8958 2022/06/27 02:18:54 - mmengine - INFO - Epoch(train) [133][3140/3757] lr: 1.654e-03 eta: 12:55:55 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 9.7363 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.6900 loss: 1.6900 2022/06/27 02:18:59 - mmengine - INFO - Epoch(train) [133][3160/3757] lr: 1.654e-03 eta: 12:55:50 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 10.1368 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4361 loss: 1.4361 2022/06/27 02:19:04 - mmengine - INFO - Epoch(train) [133][3180/3757] lr: 1.654e-03 eta: 12:55:44 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 12.2805 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.3774 loss: 1.3774 2022/06/27 02:19:10 - mmengine - INFO - Epoch(train) [133][3200/3757] lr: 1.654e-03 eta: 12:55:39 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 9.2253 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3066 loss: 2.3066 2022/06/27 02:19:15 - mmengine - INFO - Epoch(train) [133][3220/3757] lr: 1.654e-03 eta: 12:55:34 time: 0.250 data_time: 0.009 memory: 5036 grad_norm: 10.8114 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3329 loss: 2.3329 2022/06/27 02:19:20 - mmengine - INFO - Epoch(train) [133][3240/3757] lr: 1.654e-03 eta: 12:55:29 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 11.9453 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9118 loss: 1.9118 2022/06/27 02:19:25 - mmengine - INFO - Epoch(train) [133][3260/3757] lr: 1.654e-03 eta: 12:55:23 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 8.2840 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.1867 loss: 2.1867 2022/06/27 02:19:30 - mmengine - INFO - Epoch(train) [133][3280/3757] lr: 1.654e-03 eta: 12:55:18 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 9.0872 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.8522 loss: 1.8522 2022/06/27 02:19:36 - mmengine - INFO - Epoch(train) [133][3300/3757] lr: 1.654e-03 eta: 12:55:13 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 10.1739 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.9384 loss: 1.9384 2022/06/27 02:19:41 - mmengine - INFO - Epoch(train) [133][3320/3757] lr: 1.654e-03 eta: 12:55:08 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 11.0112 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.8873 loss: 1.8873 2022/06/27 02:19:46 - mmengine - INFO - Epoch(train) [133][3340/3757] lr: 1.654e-03 eta: 12:55:02 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 10.9587 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6285 loss: 2.6285 2022/06/27 02:19:51 - mmengine - INFO - Epoch(train) [133][3360/3757] lr: 1.654e-03 eta: 12:54:57 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 11.9885 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6280 loss: 1.6280 2022/06/27 02:19:57 - mmengine - INFO - Epoch(train) [133][3380/3757] lr: 1.654e-03 eta: 12:54:52 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 9.7073 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2777 loss: 2.2777 2022/06/27 02:20:02 - mmengine - INFO - Epoch(train) [133][3400/3757] lr: 1.654e-03 eta: 12:54:46 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 10.1656 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.1781 loss: 2.1781 2022/06/27 02:20:07 - mmengine - INFO - Epoch(train) [133][3420/3757] lr: 1.654e-03 eta: 12:54:41 time: 0.259 data_time: 0.008 memory: 5036 grad_norm: 13.4170 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3401 loss: 2.3401 2022/06/27 02:20:12 - mmengine - INFO - Epoch(train) [133][3440/3757] lr: 1.654e-03 eta: 12:54:36 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 8.8700 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.4004 loss: 2.4004 2022/06/27 02:20:18 - mmengine - INFO - Epoch(train) [133][3460/3757] lr: 1.654e-03 eta: 12:54:31 time: 0.265 data_time: 0.006 memory: 5036 grad_norm: 9.7589 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9964 loss: 1.9964 2022/06/27 02:20:23 - mmengine - INFO - Epoch(train) [133][3480/3757] lr: 1.654e-03 eta: 12:54:25 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 9.5922 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.9106 loss: 1.9106 2022/06/27 02:20:28 - mmengine - INFO - Epoch(train) [133][3500/3757] lr: 1.654e-03 eta: 12:54:20 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 10.1384 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3026 loss: 2.3026 2022/06/27 02:20:33 - mmengine - INFO - Epoch(train) [133][3520/3757] lr: 1.654e-03 eta: 12:54:15 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 11.1062 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.8631 loss: 1.8631 2022/06/27 02:20:39 - mmengine - INFO - Epoch(train) [133][3540/3757] lr: 1.654e-03 eta: 12:54:10 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 10.6933 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.7735 loss: 1.7735 2022/06/27 02:20:44 - mmengine - INFO - Epoch(train) [133][3560/3757] lr: 1.654e-03 eta: 12:54:05 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 9.3245 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.5719 loss: 1.5719 2022/06/27 02:20:50 - mmengine - INFO - Epoch(train) [133][3580/3757] lr: 1.654e-03 eta: 12:53:59 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 11.9188 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7190 loss: 1.7190 2022/06/27 02:20:55 - mmengine - INFO - Epoch(train) [133][3600/3757] lr: 1.654e-03 eta: 12:53:54 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 10.6364 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.1728 loss: 2.1728 2022/06/27 02:21:00 - mmengine - INFO - Epoch(train) [133][3620/3757] lr: 1.654e-03 eta: 12:53:49 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 10.5166 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8966 loss: 1.8966 2022/06/27 02:21:05 - mmengine - INFO - Epoch(train) [133][3640/3757] lr: 1.654e-03 eta: 12:53:43 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 10.5424 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1079 loss: 2.1079 2022/06/27 02:21:11 - mmengine - INFO - Epoch(train) [133][3660/3757] lr: 1.654e-03 eta: 12:53:38 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 8.8546 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0742 loss: 2.0742 2022/06/27 02:21:16 - mmengine - INFO - Epoch(train) [133][3680/3757] lr: 1.654e-03 eta: 12:53:33 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 10.5290 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.0873 loss: 2.0873 2022/06/27 02:21:21 - mmengine - INFO - Epoch(train) [133][3700/3757] lr: 1.654e-03 eta: 12:53:28 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 8.8523 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.6129 loss: 1.6129 2022/06/27 02:21:26 - mmengine - INFO - Epoch(train) [133][3720/3757] lr: 1.654e-03 eta: 12:53:22 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 12.2325 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.0463 loss: 2.0463 2022/06/27 02:21:31 - mmengine - INFO - Epoch(train) [133][3740/3757] lr: 1.654e-03 eta: 12:53:17 time: 0.241 data_time: 0.006 memory: 5036 grad_norm: 8.5282 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.9584 loss: 1.9584 2022/06/27 02:21:36 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 02:21:36 - mmengine - INFO - Saving checkpoint at 133 epochs 2022/06/27 02:21:49 - mmengine - INFO - Epoch(val) [133][20/310] eta: 0:01:46 time: 0.108 data_time: 0.007 memory: 5036 2022/06/27 02:21:53 - mmengine - INFO - Epoch(val) [133][40/310] eta: 0:01:25 time: 0.103 data_time: 0.001 memory: 1723 2022/06/27 02:21:57 - mmengine - INFO - Epoch(val) [133][60/310] eta: 0:00:27 time: 0.104 data_time: 0.002 memory: 1723 2022/06/27 02:22:02 - mmengine - INFO - Epoch(val) [133][80/310] eta: 0:00:24 time: 0.103 data_time: 0.002 memory: 1723 2022/06/27 02:22:09 - mmengine - INFO - Epoch(val) [133][100/310] eta: 0:01:12 time: 0.103 data_time: 0.002 memory: 1723 2022/06/27 02:22:14 - mmengine - INFO - Epoch(val) [133][120/310] eta: 0:01:12 time: 0.111 data_time: 0.007 memory: 1723 2022/06/27 02:22:19 - mmengine - INFO - Epoch(val) [133][140/310] eta: 0:00:25 time: 0.109 data_time: 0.001 memory: 1723 2022/06/27 02:22:23 - mmengine - INFO - Epoch(val) [133][160/310] eta: 0:00:15 time: 0.104 data_time: 0.002 memory: 1723 2022/06/27 02:22:31 - mmengine - INFO - Epoch(val) [133][180/310] eta: 0:00:45 time: 0.119 data_time: 0.001 memory: 1723 2022/06/27 02:22:35 - mmengine - INFO - Epoch(val) [133][200/310] eta: 0:00:39 time: 0.107 data_time: 0.001 memory: 1723 2022/06/27 02:22:40 - mmengine - INFO - Epoch(val) [133][220/310] eta: 0:00:15 time: 0.109 data_time: 0.001 memory: 1723 2022/06/27 02:22:45 - mmengine - INFO - Epoch(val) [133][240/310] eta: 0:00:07 time: 0.109 data_time: 0.002 memory: 1723 2022/06/27 02:22:52 - mmengine - INFO - Epoch(val) [133][260/310] eta: 0:00:19 time: 0.110 data_time: 0.002 memory: 1723 2022/06/27 02:22:56 - mmengine - INFO - Epoch(val) [133][280/310] eta: 0:00:08 time: 0.109 data_time: 0.002 memory: 1723 2022/06/27 02:22:58 - mmengine - INFO - Epoch(val) [133][300/310] eta: 0:00:01 time: 0.103 data_time: 0.001 memory: 1723 2022/06/27 02:23:01 - mmengine - INFO - Epoch(val) [133][310/310] acc/top1: 0.5785 acc/top5: 0.8081 acc/mean1: 0.5783 2022/06/27 02:23:10 - mmengine - INFO - Epoch(train) [134][20/3757] lr: 1.590e-03 eta: 12:53:08 time: 0.269 data_time: 0.006 memory: 5036 grad_norm: 9.5324 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9804 loss: 1.9804 2022/06/27 02:23:16 - mmengine - INFO - Epoch(train) [134][40/3757] lr: 1.590e-03 eta: 12:53:03 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 9.2910 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0180 loss: 2.0180 2022/06/27 02:23:21 - mmengine - INFO - Epoch(train) [134][60/3757] lr: 1.590e-03 eta: 12:52:58 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 10.4925 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2493 loss: 2.2493 2022/06/27 02:23:26 - mmengine - INFO - Epoch(train) [134][80/3757] lr: 1.590e-03 eta: 12:52:52 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 10.6474 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.0106 loss: 2.0106 2022/06/27 02:23:32 - mmengine - INFO - Epoch(train) [134][100/3757] lr: 1.590e-03 eta: 12:52:47 time: 0.268 data_time: 0.009 memory: 5036 grad_norm: 10.1703 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4721 loss: 1.4721 2022/06/27 02:23:37 - mmengine - INFO - Epoch(train) [134][120/3757] lr: 1.590e-03 eta: 12:52:42 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 12.3630 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.8696 loss: 1.8696 2022/06/27 02:23:42 - mmengine - INFO - Epoch(train) [134][140/3757] lr: 1.590e-03 eta: 12:52:37 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 11.4962 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5443 loss: 1.5443 2022/06/27 02:23:48 - mmengine - INFO - Epoch(train) [134][160/3757] lr: 1.590e-03 eta: 12:52:32 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 9.7859 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0756 loss: 2.0756 2022/06/27 02:23:54 - mmengine - INFO - Epoch(train) [134][180/3757] lr: 1.590e-03 eta: 12:52:27 time: 0.271 data_time: 0.009 memory: 5036 grad_norm: 9.1201 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5530 loss: 1.5530 2022/06/27 02:23:59 - mmengine - INFO - Epoch(train) [134][200/3757] lr: 1.590e-03 eta: 12:52:21 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 11.2741 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1662 loss: 2.1662 2022/06/27 02:24:05 - mmengine - INFO - Epoch(train) [134][220/3757] lr: 1.590e-03 eta: 12:52:16 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 9.0548 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.8496 loss: 1.8496 2022/06/27 02:24:10 - mmengine - INFO - Epoch(train) [134][240/3757] lr: 1.590e-03 eta: 12:52:11 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 10.0604 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8721 loss: 1.8721 2022/06/27 02:24:16 - mmengine - INFO - Epoch(train) [134][260/3757] lr: 1.590e-03 eta: 12:52:06 time: 0.260 data_time: 0.013 memory: 5036 grad_norm: 8.9331 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7946 loss: 1.7946 2022/06/27 02:24:21 - mmengine - INFO - Epoch(train) [134][280/3757] lr: 1.590e-03 eta: 12:52:01 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 10.9422 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9210 loss: 1.9210 2022/06/27 02:24:26 - mmengine - INFO - Epoch(train) [134][300/3757] lr: 1.590e-03 eta: 12:51:55 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 11.4258 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.9315 loss: 1.9315 2022/06/27 02:24:31 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 02:24:31 - mmengine - INFO - Epoch(train) [134][320/3757] lr: 1.590e-03 eta: 12:51:50 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 10.4985 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8980 loss: 1.8980 2022/06/27 02:24:37 - mmengine - INFO - Epoch(train) [134][340/3757] lr: 1.590e-03 eta: 12:51:45 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 8.4472 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0538 loss: 2.0538 2022/06/27 02:24:42 - mmengine - INFO - Epoch(train) [134][360/3757] lr: 1.590e-03 eta: 12:51:40 time: 0.259 data_time: 0.010 memory: 5036 grad_norm: 9.3006 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3088 loss: 2.3088 2022/06/27 02:24:47 - mmengine - INFO - Epoch(train) [134][380/3757] lr: 1.590e-03 eta: 12:51:34 time: 0.267 data_time: 0.007 memory: 5036 grad_norm: 10.6067 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.7420 loss: 1.7420 2022/06/27 02:24:53 - mmengine - INFO - Epoch(train) [134][400/3757] lr: 1.590e-03 eta: 12:51:29 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 12.0773 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.1940 loss: 2.1940 2022/06/27 02:24:58 - mmengine - INFO - Epoch(train) [134][420/3757] lr: 1.590e-03 eta: 12:51:24 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 8.8259 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7276 loss: 1.7276 2022/06/27 02:25:03 - mmengine - INFO - Epoch(train) [134][440/3757] lr: 1.590e-03 eta: 12:51:19 time: 0.270 data_time: 0.006 memory: 5036 grad_norm: 11.0625 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9597 loss: 1.9597 2022/06/27 02:25:08 - mmengine - INFO - Epoch(train) [134][460/3757] lr: 1.590e-03 eta: 12:51:13 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 11.3755 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7977 loss: 1.7977 2022/06/27 02:25:14 - mmengine - INFO - Epoch(train) [134][480/3757] lr: 1.590e-03 eta: 12:51:08 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 12.1814 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7269 loss: 1.7269 2022/06/27 02:25:19 - mmengine - INFO - Epoch(train) [134][500/3757] lr: 1.590e-03 eta: 12:51:03 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 10.2325 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.9360 loss: 1.9360 2022/06/27 02:25:24 - mmengine - INFO - Epoch(train) [134][520/3757] lr: 1.590e-03 eta: 12:50:57 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 11.4348 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2714 loss: 2.2714 2022/06/27 02:25:29 - mmengine - INFO - Epoch(train) [134][540/3757] lr: 1.590e-03 eta: 12:50:52 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 12.0310 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9455 loss: 1.9455 2022/06/27 02:25:35 - mmengine - INFO - Epoch(train) [134][560/3757] lr: 1.590e-03 eta: 12:50:47 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 9.0836 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7517 loss: 1.7517 2022/06/27 02:25:40 - mmengine - INFO - Epoch(train) [134][580/3757] lr: 1.590e-03 eta: 12:50:42 time: 0.254 data_time: 0.012 memory: 5036 grad_norm: 9.8258 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4591 loss: 1.4591 2022/06/27 02:25:45 - mmengine - INFO - Epoch(train) [134][600/3757] lr: 1.590e-03 eta: 12:50:37 time: 0.266 data_time: 0.006 memory: 5036 grad_norm: 10.5855 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.5724 loss: 1.5724 2022/06/27 02:25:51 - mmengine - INFO - Epoch(train) [134][620/3757] lr: 1.590e-03 eta: 12:50:31 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 10.1698 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0555 loss: 2.0555 2022/06/27 02:25:56 - mmengine - INFO - Epoch(train) [134][640/3757] lr: 1.590e-03 eta: 12:50:26 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 10.1847 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.9186 loss: 1.9186 2022/06/27 02:26:01 - mmengine - INFO - Epoch(train) [134][660/3757] lr: 1.590e-03 eta: 12:50:21 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 9.4419 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.8230 loss: 1.8230 2022/06/27 02:26:07 - mmengine - INFO - Epoch(train) [134][680/3757] lr: 1.590e-03 eta: 12:50:16 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 8.3706 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.5360 loss: 1.5360 2022/06/27 02:26:12 - mmengine - INFO - Epoch(train) [134][700/3757] lr: 1.590e-03 eta: 12:50:10 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 11.3400 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1795 loss: 2.1795 2022/06/27 02:26:17 - mmengine - INFO - Epoch(train) [134][720/3757] lr: 1.590e-03 eta: 12:50:05 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 10.2081 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.1263 loss: 2.1263 2022/06/27 02:26:22 - mmengine - INFO - Epoch(train) [134][740/3757] lr: 1.590e-03 eta: 12:50:00 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 9.4419 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7054 loss: 1.7054 2022/06/27 02:26:28 - mmengine - INFO - Epoch(train) [134][760/3757] lr: 1.590e-03 eta: 12:49:55 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 11.1192 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2490 loss: 2.2490 2022/06/27 02:26:33 - mmengine - INFO - Epoch(train) [134][780/3757] lr: 1.590e-03 eta: 12:49:49 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 12.1096 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.8624 loss: 1.8624 2022/06/27 02:26:38 - mmengine - INFO - Epoch(train) [134][800/3757] lr: 1.590e-03 eta: 12:49:44 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 10.9711 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5311 loss: 1.5311 2022/06/27 02:26:43 - mmengine - INFO - Epoch(train) [134][820/3757] lr: 1.590e-03 eta: 12:49:39 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 10.0275 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.5902 loss: 1.5902 2022/06/27 02:26:49 - mmengine - INFO - Epoch(train) [134][840/3757] lr: 1.590e-03 eta: 12:49:33 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 9.6078 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2689 loss: 2.2689 2022/06/27 02:26:54 - mmengine - INFO - Epoch(train) [134][860/3757] lr: 1.590e-03 eta: 12:49:28 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 10.2680 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 2.0190 loss: 2.0190 2022/06/27 02:26:59 - mmengine - INFO - Epoch(train) [134][880/3757] lr: 1.590e-03 eta: 12:49:23 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 9.9804 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.8875 loss: 1.8875 2022/06/27 02:27:04 - mmengine - INFO - Epoch(train) [134][900/3757] lr: 1.590e-03 eta: 12:49:18 time: 0.358 data_time: 0.006 memory: 5036 grad_norm: 9.5523 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9628 loss: 1.9628 2022/06/27 02:27:10 - mmengine - INFO - Epoch(train) [134][920/3757] lr: 1.590e-03 eta: 12:49:12 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 9.7615 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9720 loss: 1.9720 2022/06/27 02:27:15 - mmengine - INFO - Epoch(train) [134][940/3757] lr: 1.590e-03 eta: 12:49:07 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 8.9295 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7700 loss: 1.7700 2022/06/27 02:27:20 - mmengine - INFO - Epoch(train) [134][960/3757] lr: 1.590e-03 eta: 12:49:02 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 9.9821 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.6078 loss: 1.6078 2022/06/27 02:27:26 - mmengine - INFO - Epoch(train) [134][980/3757] lr: 1.590e-03 eta: 12:48:57 time: 0.259 data_time: 0.010 memory: 5036 grad_norm: 8.4432 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.8955 loss: 1.8955 2022/06/27 02:27:31 - mmengine - INFO - Epoch(train) [134][1000/3757] lr: 1.590e-03 eta: 12:48:51 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 8.6077 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.5069 loss: 2.5069 2022/06/27 02:27:36 - mmengine - INFO - Epoch(train) [134][1020/3757] lr: 1.590e-03 eta: 12:48:46 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 10.8476 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4984 loss: 1.4984 2022/06/27 02:27:41 - mmengine - INFO - Epoch(train) [134][1040/3757] lr: 1.590e-03 eta: 12:48:41 time: 0.262 data_time: 0.009 memory: 5036 grad_norm: 11.2218 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.1687 loss: 2.1687 2022/06/27 02:27:47 - mmengine - INFO - Epoch(train) [134][1060/3757] lr: 1.590e-03 eta: 12:48:36 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 10.9078 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.4121 loss: 2.4121 2022/06/27 02:27:52 - mmengine - INFO - Epoch(train) [134][1080/3757] lr: 1.590e-03 eta: 12:48:30 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 10.6835 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0611 loss: 2.0611 2022/06/27 02:27:57 - mmengine - INFO - Epoch(train) [134][1100/3757] lr: 1.590e-03 eta: 12:48:25 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 8.9454 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7945 loss: 1.7945 2022/06/27 02:28:02 - mmengine - INFO - Epoch(train) [134][1120/3757] lr: 1.590e-03 eta: 12:48:20 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 10.4101 top1_acc: 0.2500 top5_acc: 1.0000 loss_cls: 2.0091 loss: 2.0091 2022/06/27 02:28:08 - mmengine - INFO - Epoch(train) [134][1140/3757] lr: 1.590e-03 eta: 12:48:15 time: 0.264 data_time: 0.018 memory: 5036 grad_norm: 8.3117 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.5634 loss: 1.5634 2022/06/27 02:28:13 - mmengine - INFO - Epoch(train) [134][1160/3757] lr: 1.590e-03 eta: 12:48:09 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 8.8779 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.7778 loss: 1.7778 2022/06/27 02:28:18 - mmengine - INFO - Epoch(train) [134][1180/3757] lr: 1.590e-03 eta: 12:48:04 time: 0.271 data_time: 0.003 memory: 5036 grad_norm: 10.1759 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8750 loss: 1.8750 2022/06/27 02:28:23 - mmengine - INFO - Epoch(train) [134][1200/3757] lr: 1.590e-03 eta: 12:47:59 time: 0.264 data_time: 0.007 memory: 5036 grad_norm: 10.2495 top1_acc: 0.1250 top5_acc: 0.8750 loss_cls: 1.6768 loss: 1.6768 2022/06/27 02:28:29 - mmengine - INFO - Epoch(train) [134][1220/3757] lr: 1.590e-03 eta: 12:47:53 time: 0.264 data_time: 0.016 memory: 5036 grad_norm: 10.5171 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7882 loss: 1.7882 2022/06/27 02:28:34 - mmengine - INFO - Epoch(train) [134][1240/3757] lr: 1.590e-03 eta: 12:47:48 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 10.5153 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 1.9786 loss: 1.9786 2022/06/27 02:28:39 - mmengine - INFO - Epoch(train) [134][1260/3757] lr: 1.590e-03 eta: 12:47:43 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 9.4151 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9811 loss: 1.9811 2022/06/27 02:28:44 - mmengine - INFO - Epoch(train) [134][1280/3757] lr: 1.590e-03 eta: 12:47:38 time: 0.270 data_time: 0.009 memory: 5036 grad_norm: 9.8206 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1928 loss: 2.1928 2022/06/27 02:28:50 - mmengine - INFO - Epoch(train) [134][1300/3757] lr: 1.590e-03 eta: 12:47:32 time: 0.266 data_time: 0.024 memory: 5036 grad_norm: 10.2833 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8688 loss: 1.8688 2022/06/27 02:28:55 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 02:28:55 - mmengine - INFO - Epoch(train) [134][1320/3757] lr: 1.590e-03 eta: 12:47:27 time: 0.256 data_time: 0.008 memory: 5036 grad_norm: 8.0844 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.6867 loss: 1.6867 2022/06/27 02:29:00 - mmengine - INFO - Epoch(train) [134][1340/3757] lr: 1.590e-03 eta: 12:47:22 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 9.0011 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 1.8423 loss: 1.8423 2022/06/27 02:29:06 - mmengine - INFO - Epoch(train) [134][1360/3757] lr: 1.590e-03 eta: 12:47:17 time: 0.269 data_time: 0.003 memory: 5036 grad_norm: 9.3252 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.0554 loss: 2.0554 2022/06/27 02:29:11 - mmengine - INFO - Epoch(train) [134][1380/3757] lr: 1.590e-03 eta: 12:47:11 time: 0.266 data_time: 0.024 memory: 5036 grad_norm: 9.8655 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.0625 loss: 2.0625 2022/06/27 02:29:16 - mmengine - INFO - Epoch(train) [134][1400/3757] lr: 1.590e-03 eta: 12:47:06 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 10.1860 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.1180 loss: 2.1180 2022/06/27 02:29:21 - mmengine - INFO - Epoch(train) [134][1420/3757] lr: 1.590e-03 eta: 12:47:01 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 8.5724 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.2312 loss: 2.2312 2022/06/27 02:29:27 - mmengine - INFO - Epoch(train) [134][1440/3757] lr: 1.590e-03 eta: 12:46:56 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 8.8950 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.1027 loss: 2.1027 2022/06/27 02:29:32 - mmengine - INFO - Epoch(train) [134][1460/3757] lr: 1.590e-03 eta: 12:46:51 time: 0.257 data_time: 0.015 memory: 5036 grad_norm: 9.9349 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.1049 loss: 2.1049 2022/06/27 02:29:38 - mmengine - INFO - Epoch(train) [134][1480/3757] lr: 1.590e-03 eta: 12:46:45 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 10.6482 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9567 loss: 1.9567 2022/06/27 02:29:43 - mmengine - INFO - Epoch(train) [134][1500/3757] lr: 1.590e-03 eta: 12:46:40 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 11.1097 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.0163 loss: 2.0163 2022/06/27 02:29:48 - mmengine - INFO - Epoch(train) [134][1520/3757] lr: 1.590e-03 eta: 12:46:35 time: 0.254 data_time: 0.004 memory: 5036 grad_norm: 10.1943 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0719 loss: 2.0719 2022/06/27 02:29:53 - mmengine - INFO - Epoch(train) [134][1540/3757] lr: 1.590e-03 eta: 12:46:30 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 9.7972 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8248 loss: 1.8248 2022/06/27 02:29:59 - mmengine - INFO - Epoch(train) [134][1560/3757] lr: 1.590e-03 eta: 12:46:24 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 9.1688 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.6215 loss: 1.6215 2022/06/27 02:30:04 - mmengine - INFO - Epoch(train) [134][1580/3757] lr: 1.590e-03 eta: 12:46:19 time: 0.251 data_time: 0.007 memory: 5036 grad_norm: 10.2101 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.7871 loss: 1.7871 2022/06/27 02:30:09 - mmengine - INFO - Epoch(train) [134][1600/3757] lr: 1.590e-03 eta: 12:46:14 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 10.0577 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0712 loss: 2.0712 2022/06/27 02:30:14 - mmengine - INFO - Epoch(train) [134][1620/3757] lr: 1.590e-03 eta: 12:46:08 time: 0.259 data_time: 0.009 memory: 5036 grad_norm: 9.5319 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4834 loss: 1.4834 2022/06/27 02:30:20 - mmengine - INFO - Epoch(train) [134][1640/3757] lr: 1.590e-03 eta: 12:46:03 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 9.9913 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4141 loss: 1.4141 2022/06/27 02:30:25 - mmengine - INFO - Epoch(train) [134][1660/3757] lr: 1.590e-03 eta: 12:45:58 time: 0.318 data_time: 0.058 memory: 5036 grad_norm: 10.3783 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.8891 loss: 1.8891 2022/06/27 02:30:30 - mmengine - INFO - Epoch(train) [134][1680/3757] lr: 1.590e-03 eta: 12:45:53 time: 0.250 data_time: 0.009 memory: 5036 grad_norm: 10.0988 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.8730 loss: 1.8730 2022/06/27 02:30:35 - mmengine - INFO - Epoch(train) [134][1700/3757] lr: 1.590e-03 eta: 12:45:47 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 7.6980 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.0478 loss: 2.0478 2022/06/27 02:30:41 - mmengine - INFO - Epoch(train) [134][1720/3757] lr: 1.590e-03 eta: 12:45:42 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 11.3657 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.9311 loss: 1.9311 2022/06/27 02:30:46 - mmengine - INFO - Epoch(train) [134][1740/3757] lr: 1.590e-03 eta: 12:45:37 time: 0.253 data_time: 0.004 memory: 5036 grad_norm: 10.6259 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.9302 loss: 1.9302 2022/06/27 02:30:51 - mmengine - INFO - Epoch(train) [134][1760/3757] lr: 1.590e-03 eta: 12:45:32 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 9.6373 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.0366 loss: 2.0366 2022/06/27 02:30:56 - mmengine - INFO - Epoch(train) [134][1780/3757] lr: 1.590e-03 eta: 12:45:26 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 10.7610 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0755 loss: 2.0755 2022/06/27 02:31:02 - mmengine - INFO - Epoch(train) [134][1800/3757] lr: 1.590e-03 eta: 12:45:21 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 9.1079 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.8909 loss: 1.8909 2022/06/27 02:31:07 - mmengine - INFO - Epoch(train) [134][1820/3757] lr: 1.590e-03 eta: 12:45:16 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 9.1291 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7090 loss: 1.7090 2022/06/27 02:31:12 - mmengine - INFO - Epoch(train) [134][1840/3757] lr: 1.590e-03 eta: 12:45:11 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 9.7292 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.7881 loss: 1.7881 2022/06/27 02:31:17 - mmengine - INFO - Epoch(train) [134][1860/3757] lr: 1.590e-03 eta: 12:45:05 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 10.4391 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1925 loss: 2.1925 2022/06/27 02:31:23 - mmengine - INFO - Epoch(train) [134][1880/3757] lr: 1.590e-03 eta: 12:45:00 time: 0.258 data_time: 0.010 memory: 5036 grad_norm: 8.5476 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.6212 loss: 1.6212 2022/06/27 02:31:28 - mmengine - INFO - Epoch(train) [134][1900/3757] lr: 1.590e-03 eta: 12:44:55 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 9.5239 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9368 loss: 1.9368 2022/06/27 02:31:33 - mmengine - INFO - Epoch(train) [134][1920/3757] lr: 1.590e-03 eta: 12:44:50 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 9.6953 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2136 loss: 2.2136 2022/06/27 02:31:38 - mmengine - INFO - Epoch(train) [134][1940/3757] lr: 1.590e-03 eta: 12:44:44 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 10.4641 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7224 loss: 1.7224 2022/06/27 02:31:44 - mmengine - INFO - Epoch(train) [134][1960/3757] lr: 1.590e-03 eta: 12:44:39 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 10.7157 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.2363 loss: 2.2363 2022/06/27 02:31:49 - mmengine - INFO - Epoch(train) [134][1980/3757] lr: 1.590e-03 eta: 12:44:34 time: 0.256 data_time: 0.008 memory: 5036 grad_norm: 10.0263 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9415 loss: 1.9415 2022/06/27 02:31:54 - mmengine - INFO - Epoch(train) [134][2000/3757] lr: 1.590e-03 eta: 12:44:28 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 10.9952 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1883 loss: 2.1883 2022/06/27 02:31:59 - mmengine - INFO - Epoch(train) [134][2020/3757] lr: 1.590e-03 eta: 12:44:23 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 11.2643 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5140 loss: 1.5140 2022/06/27 02:32:05 - mmengine - INFO - Epoch(train) [134][2040/3757] lr: 1.590e-03 eta: 12:44:18 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 10.3676 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.9640 loss: 1.9640 2022/06/27 02:32:10 - mmengine - INFO - Epoch(train) [134][2060/3757] lr: 1.590e-03 eta: 12:44:13 time: 0.266 data_time: 0.007 memory: 5036 grad_norm: 10.3808 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7737 loss: 1.7737 2022/06/27 02:32:15 - mmengine - INFO - Epoch(train) [134][2080/3757] lr: 1.590e-03 eta: 12:44:07 time: 0.436 data_time: 0.003 memory: 5036 grad_norm: 10.0875 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9400 loss: 1.9400 2022/06/27 02:32:21 - mmengine - INFO - Epoch(train) [134][2100/3757] lr: 1.590e-03 eta: 12:44:02 time: 0.262 data_time: 0.010 memory: 5036 grad_norm: 9.0867 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6946 loss: 1.6946 2022/06/27 02:32:26 - mmengine - INFO - Epoch(train) [134][2120/3757] lr: 1.590e-03 eta: 12:43:57 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 11.6201 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9156 loss: 1.9156 2022/06/27 02:32:31 - mmengine - INFO - Epoch(train) [134][2140/3757] lr: 1.590e-03 eta: 12:43:52 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 8.9655 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.8264 loss: 1.8264 2022/06/27 02:32:37 - mmengine - INFO - Epoch(train) [134][2160/3757] lr: 1.590e-03 eta: 12:43:46 time: 0.264 data_time: 0.006 memory: 5036 grad_norm: 9.3758 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.9211 loss: 1.9211 2022/06/27 02:32:42 - mmengine - INFO - Epoch(train) [134][2180/3757] lr: 1.590e-03 eta: 12:43:41 time: 0.257 data_time: 0.010 memory: 5036 grad_norm: 9.6367 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.9420 loss: 1.9420 2022/06/27 02:32:47 - mmengine - INFO - Epoch(train) [134][2200/3757] lr: 1.590e-03 eta: 12:43:36 time: 0.259 data_time: 0.009 memory: 5036 grad_norm: 9.8431 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.9072 loss: 1.9072 2022/06/27 02:32:52 - mmengine - INFO - Epoch(train) [134][2220/3757] lr: 1.590e-03 eta: 12:43:31 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 9.9190 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2834 loss: 2.2834 2022/06/27 02:32:57 - mmengine - INFO - Epoch(train) [134][2240/3757] lr: 1.590e-03 eta: 12:43:25 time: 0.261 data_time: 0.009 memory: 5036 grad_norm: 11.6191 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8844 loss: 1.8844 2022/06/27 02:33:03 - mmengine - INFO - Epoch(train) [134][2260/3757] lr: 1.590e-03 eta: 12:43:20 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 10.1520 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9090 loss: 1.9090 2022/06/27 02:33:08 - mmengine - INFO - Epoch(train) [134][2280/3757] lr: 1.590e-03 eta: 12:43:15 time: 0.265 data_time: 0.010 memory: 5036 grad_norm: 11.0296 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.8854 loss: 1.8854 2022/06/27 02:33:13 - mmengine - INFO - Epoch(train) [134][2300/3757] lr: 1.590e-03 eta: 12:43:10 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 11.0228 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8581 loss: 1.8581 2022/06/27 02:33:18 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 02:33:19 - mmengine - INFO - Epoch(train) [134][2320/3757] lr: 1.590e-03 eta: 12:43:04 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 9.7133 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1631 loss: 2.1631 2022/06/27 02:33:24 - mmengine - INFO - Epoch(train) [134][2340/3757] lr: 1.590e-03 eta: 12:42:59 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 10.7642 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5142 loss: 1.5142 2022/06/27 02:33:29 - mmengine - INFO - Epoch(train) [134][2360/3757] lr: 1.590e-03 eta: 12:42:54 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 9.3311 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6120 loss: 2.6120 2022/06/27 02:33:34 - mmengine - INFO - Epoch(train) [134][2380/3757] lr: 1.590e-03 eta: 12:42:49 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 9.3537 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.8976 loss: 1.8976 2022/06/27 02:33:40 - mmengine - INFO - Epoch(train) [134][2400/3757] lr: 1.590e-03 eta: 12:42:43 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 10.0543 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6720 loss: 1.6720 2022/06/27 02:33:45 - mmengine - INFO - Epoch(train) [134][2420/3757] lr: 1.590e-03 eta: 12:42:38 time: 0.389 data_time: 0.003 memory: 5036 grad_norm: 9.1501 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9196 loss: 1.9196 2022/06/27 02:33:50 - mmengine - INFO - Epoch(train) [134][2440/3757] lr: 1.590e-03 eta: 12:42:33 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 10.3030 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0616 loss: 2.0616 2022/06/27 02:33:56 - mmengine - INFO - Epoch(train) [134][2460/3757] lr: 1.590e-03 eta: 12:42:28 time: 0.256 data_time: 0.010 memory: 5036 grad_norm: 11.8431 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6350 loss: 1.6350 2022/06/27 02:34:01 - mmengine - INFO - Epoch(train) [134][2480/3757] lr: 1.590e-03 eta: 12:42:22 time: 0.254 data_time: 0.012 memory: 5036 grad_norm: 9.1741 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.1250 loss: 2.1250 2022/06/27 02:34:06 - mmengine - INFO - Epoch(train) [134][2500/3757] lr: 1.590e-03 eta: 12:42:17 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 9.0828 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1072 loss: 2.1072 2022/06/27 02:34:11 - mmengine - INFO - Epoch(train) [134][2520/3757] lr: 1.590e-03 eta: 12:42:12 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 10.2581 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.6632 loss: 1.6632 2022/06/27 02:34:17 - mmengine - INFO - Epoch(train) [134][2540/3757] lr: 1.590e-03 eta: 12:42:07 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 10.0036 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9015 loss: 1.9015 2022/06/27 02:34:22 - mmengine - INFO - Epoch(train) [134][2560/3757] lr: 1.590e-03 eta: 12:42:01 time: 0.264 data_time: 0.006 memory: 5036 grad_norm: 10.9062 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 1.9165 loss: 1.9165 2022/06/27 02:34:27 - mmengine - INFO - Epoch(train) [134][2580/3757] lr: 1.590e-03 eta: 12:41:56 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 10.6914 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0932 loss: 2.0932 2022/06/27 02:34:33 - mmengine - INFO - Epoch(train) [134][2600/3757] lr: 1.590e-03 eta: 12:41:51 time: 0.266 data_time: 0.006 memory: 5036 grad_norm: 10.5692 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.8246 loss: 1.8246 2022/06/27 02:34:38 - mmengine - INFO - Epoch(train) [134][2620/3757] lr: 1.590e-03 eta: 12:41:46 time: 0.251 data_time: 0.009 memory: 5036 grad_norm: 9.3025 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.0548 loss: 2.0548 2022/06/27 02:34:43 - mmengine - INFO - Epoch(train) [134][2640/3757] lr: 1.590e-03 eta: 12:41:40 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 10.4337 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6273 loss: 1.6273 2022/06/27 02:34:49 - mmengine - INFO - Epoch(train) [134][2660/3757] lr: 1.590e-03 eta: 12:41:35 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 9.9966 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.9404 loss: 1.9404 2022/06/27 02:34:54 - mmengine - INFO - Epoch(train) [134][2680/3757] lr: 1.590e-03 eta: 12:41:30 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 10.4862 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.9641 loss: 1.9641 2022/06/27 02:34:59 - mmengine - INFO - Epoch(train) [134][2700/3757] lr: 1.590e-03 eta: 12:41:25 time: 0.249 data_time: 0.007 memory: 5036 grad_norm: 9.2819 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.9881 loss: 1.9881 2022/06/27 02:35:04 - mmengine - INFO - Epoch(train) [134][2720/3757] lr: 1.590e-03 eta: 12:41:19 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 9.3432 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8564 loss: 1.8564 2022/06/27 02:35:10 - mmengine - INFO - Epoch(train) [134][2740/3757] lr: 1.590e-03 eta: 12:41:14 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 8.7352 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.6553 loss: 1.6553 2022/06/27 02:35:15 - mmengine - INFO - Epoch(train) [134][2760/3757] lr: 1.590e-03 eta: 12:41:09 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 7.8780 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.5780 loss: 1.5780 2022/06/27 02:35:20 - mmengine - INFO - Epoch(train) [134][2780/3757] lr: 1.590e-03 eta: 12:41:03 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 10.0357 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.8911 loss: 1.8911 2022/06/27 02:35:26 - mmengine - INFO - Epoch(train) [134][2800/3757] lr: 1.590e-03 eta: 12:40:58 time: 0.655 data_time: 0.003 memory: 5036 grad_norm: 10.5299 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6377 loss: 1.6377 2022/06/27 02:35:31 - mmengine - INFO - Epoch(train) [134][2820/3757] lr: 1.590e-03 eta: 12:40:53 time: 0.267 data_time: 0.009 memory: 5036 grad_norm: 10.6559 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3234 loss: 2.3234 2022/06/27 02:35:36 - mmengine - INFO - Epoch(train) [134][2840/3757] lr: 1.590e-03 eta: 12:40:48 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 9.4114 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7004 loss: 1.7004 2022/06/27 02:35:41 - mmengine - INFO - Epoch(train) [134][2860/3757] lr: 1.590e-03 eta: 12:40:43 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 11.2194 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7952 loss: 1.7952 2022/06/27 02:35:47 - mmengine - INFO - Epoch(train) [134][2880/3757] lr: 1.590e-03 eta: 12:40:37 time: 0.261 data_time: 0.009 memory: 5036 grad_norm: 11.0321 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8894 loss: 1.8894 2022/06/27 02:35:52 - mmengine - INFO - Epoch(train) [134][2900/3757] lr: 1.590e-03 eta: 12:40:32 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 8.8512 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.7064 loss: 1.7064 2022/06/27 02:35:57 - mmengine - INFO - Epoch(train) [134][2920/3757] lr: 1.590e-03 eta: 12:40:27 time: 0.259 data_time: 0.009 memory: 5036 grad_norm: 9.5915 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.9415 loss: 1.9415 2022/06/27 02:36:02 - mmengine - INFO - Epoch(train) [134][2940/3757] lr: 1.590e-03 eta: 12:40:22 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 8.8230 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4903 loss: 1.4903 2022/06/27 02:36:08 - mmengine - INFO - Epoch(train) [134][2960/3757] lr: 1.590e-03 eta: 12:40:16 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 10.9305 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9561 loss: 1.9561 2022/06/27 02:36:13 - mmengine - INFO - Epoch(train) [134][2980/3757] lr: 1.590e-03 eta: 12:40:11 time: 0.262 data_time: 0.009 memory: 5036 grad_norm: 10.6107 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6334 loss: 1.6334 2022/06/27 02:36:19 - mmengine - INFO - Epoch(train) [134][3000/3757] lr: 1.590e-03 eta: 12:40:06 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 11.1208 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5862 loss: 1.5862 2022/06/27 02:36:24 - mmengine - INFO - Epoch(train) [134][3020/3757] lr: 1.590e-03 eta: 12:40:01 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 11.3296 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7030 loss: 1.7030 2022/06/27 02:36:29 - mmengine - INFO - Epoch(train) [134][3040/3757] lr: 1.590e-03 eta: 12:39:55 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 10.9146 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7809 loss: 1.7809 2022/06/27 02:36:34 - mmengine - INFO - Epoch(train) [134][3060/3757] lr: 1.590e-03 eta: 12:39:50 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 9.6228 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0956 loss: 2.0956 2022/06/27 02:36:40 - mmengine - INFO - Epoch(train) [134][3080/3757] lr: 1.590e-03 eta: 12:39:45 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 10.5794 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.0199 loss: 2.0199 2022/06/27 02:36:45 - mmengine - INFO - Epoch(train) [134][3100/3757] lr: 1.590e-03 eta: 12:39:40 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 10.1455 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9014 loss: 1.9014 2022/06/27 02:36:50 - mmengine - INFO - Epoch(train) [134][3120/3757] lr: 1.590e-03 eta: 12:39:34 time: 0.254 data_time: 0.008 memory: 5036 grad_norm: 10.9553 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1268 loss: 2.1268 2022/06/27 02:36:55 - mmengine - INFO - Epoch(train) [134][3140/3757] lr: 1.590e-03 eta: 12:39:29 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 10.6578 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0348 loss: 2.0348 2022/06/27 02:37:00 - mmengine - INFO - Epoch(train) [134][3160/3757] lr: 1.590e-03 eta: 12:39:24 time: 0.273 data_time: 0.006 memory: 5036 grad_norm: 10.2542 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8231 loss: 1.8231 2022/06/27 02:37:06 - mmengine - INFO - Epoch(train) [134][3180/3757] lr: 1.590e-03 eta: 12:39:18 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 8.7398 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4766 loss: 1.4766 2022/06/27 02:37:11 - mmengine - INFO - Epoch(train) [134][3200/3757] lr: 1.590e-03 eta: 12:39:13 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 10.6675 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.2922 loss: 2.2922 2022/06/27 02:37:16 - mmengine - INFO - Epoch(train) [134][3220/3757] lr: 1.590e-03 eta: 12:39:08 time: 0.273 data_time: 0.006 memory: 5036 grad_norm: 9.9843 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6212 loss: 1.6212 2022/06/27 02:37:21 - mmengine - INFO - Epoch(train) [134][3240/3757] lr: 1.590e-03 eta: 12:39:03 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 11.3506 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.7875 loss: 1.7875 2022/06/27 02:37:27 - mmengine - INFO - Epoch(train) [134][3260/3757] lr: 1.590e-03 eta: 12:38:58 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 9.1280 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7793 loss: 1.7793 2022/06/27 02:37:32 - mmengine - INFO - Epoch(train) [134][3280/3757] lr: 1.590e-03 eta: 12:38:52 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 10.7701 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1882 loss: 2.1882 2022/06/27 02:37:38 - mmengine - INFO - Epoch(train) [134][3300/3757] lr: 1.590e-03 eta: 12:38:47 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 12.8713 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.8910 loss: 1.8910 2022/06/27 02:37:42 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 02:37:43 - mmengine - INFO - Epoch(train) [134][3320/3757] lr: 1.590e-03 eta: 12:38:42 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 11.7019 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9741 loss: 1.9741 2022/06/27 02:37:48 - mmengine - INFO - Epoch(train) [134][3340/3757] lr: 1.590e-03 eta: 12:38:36 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 10.0876 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0817 loss: 2.0817 2022/06/27 02:37:53 - mmengine - INFO - Epoch(train) [134][3360/3757] lr: 1.590e-03 eta: 12:38:31 time: 0.259 data_time: 0.009 memory: 5036 grad_norm: 10.6095 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.1593 loss: 2.1593 2022/06/27 02:37:58 - mmengine - INFO - Epoch(train) [134][3380/3757] lr: 1.590e-03 eta: 12:38:26 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 9.9814 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.0019 loss: 2.0019 2022/06/27 02:38:04 - mmengine - INFO - Epoch(train) [134][3400/3757] lr: 1.590e-03 eta: 12:38:21 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 9.8692 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.8531 loss: 1.8531 2022/06/27 02:38:09 - mmengine - INFO - Epoch(train) [134][3420/3757] lr: 1.590e-03 eta: 12:38:15 time: 0.260 data_time: 0.011 memory: 5036 grad_norm: 10.3777 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.6285 loss: 2.6285 2022/06/27 02:38:14 - mmengine - INFO - Epoch(train) [134][3440/3757] lr: 1.590e-03 eta: 12:38:10 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 8.9481 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8103 loss: 1.8103 2022/06/27 02:38:19 - mmengine - INFO - Epoch(train) [134][3460/3757] lr: 1.590e-03 eta: 12:38:05 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 10.5481 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8303 loss: 1.8303 2022/06/27 02:38:25 - mmengine - INFO - Epoch(train) [134][3480/3757] lr: 1.590e-03 eta: 12:38:00 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 8.7803 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.6564 loss: 1.6564 2022/06/27 02:38:30 - mmengine - INFO - Epoch(train) [134][3500/3757] lr: 1.590e-03 eta: 12:37:54 time: 0.264 data_time: 0.007 memory: 5036 grad_norm: 9.9749 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.9380 loss: 1.9380 2022/06/27 02:38:35 - mmengine - INFO - Epoch(train) [134][3520/3757] lr: 1.590e-03 eta: 12:37:49 time: 0.265 data_time: 0.009 memory: 5036 grad_norm: 9.1971 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8583 loss: 1.8583 2022/06/27 02:38:41 - mmengine - INFO - Epoch(train) [134][3540/3757] lr: 1.590e-03 eta: 12:37:44 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 9.5129 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9067 loss: 1.9067 2022/06/27 02:38:46 - mmengine - INFO - Epoch(train) [134][3560/3757] lr: 1.590e-03 eta: 12:37:39 time: 0.252 data_time: 0.010 memory: 5036 grad_norm: 9.1803 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9057 loss: 1.9057 2022/06/27 02:38:51 - mmengine - INFO - Epoch(train) [134][3580/3757] lr: 1.590e-03 eta: 12:37:33 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 8.8234 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9148 loss: 1.9148 2022/06/27 02:38:57 - mmengine - INFO - Epoch(train) [134][3600/3757] lr: 1.590e-03 eta: 12:37:28 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 9.0312 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8988 loss: 1.8988 2022/06/27 02:39:02 - mmengine - INFO - Epoch(train) [134][3620/3757] lr: 1.590e-03 eta: 12:37:23 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 10.6648 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2424 loss: 2.2424 2022/06/27 02:39:07 - mmengine - INFO - Epoch(train) [134][3640/3757] lr: 1.590e-03 eta: 12:37:18 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 9.3467 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9047 loss: 1.9047 2022/06/27 02:39:13 - mmengine - INFO - Epoch(train) [134][3660/3757] lr: 1.590e-03 eta: 12:37:12 time: 0.251 data_time: 0.009 memory: 5036 grad_norm: 8.9621 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1158 loss: 2.1158 2022/06/27 02:39:18 - mmengine - INFO - Epoch(train) [134][3680/3757] lr: 1.590e-03 eta: 12:37:07 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 9.8673 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2169 loss: 2.2169 2022/06/27 02:39:23 - mmengine - INFO - Epoch(train) [134][3700/3757] lr: 1.590e-03 eta: 12:37:02 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 11.6331 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.1903 loss: 2.1903 2022/06/27 02:39:29 - mmengine - INFO - Epoch(train) [134][3720/3757] lr: 1.590e-03 eta: 12:36:57 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 9.0305 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8581 loss: 1.8581 2022/06/27 02:39:34 - mmengine - INFO - Epoch(train) [134][3740/3757] lr: 1.590e-03 eta: 12:36:51 time: 0.241 data_time: 0.005 memory: 5036 grad_norm: 10.6222 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.5160 loss: 1.5160 2022/06/27 02:39:38 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 02:39:38 - mmengine - INFO - Saving checkpoint at 134 epochs 2022/06/27 02:39:51 - mmengine - INFO - Epoch(val) [134][20/310] eta: 0:01:44 time: 0.105 data_time: 0.001 memory: 5036 2022/06/27 02:39:56 - mmengine - INFO - Epoch(val) [134][40/310] eta: 0:01:41 time: 0.119 data_time: 0.017 memory: 1723 2022/06/27 02:40:00 - mmengine - INFO - Epoch(val) [134][60/310] eta: 0:00:26 time: 0.103 data_time: 0.001 memory: 1723 2022/06/27 02:40:05 - mmengine - INFO - Epoch(val) [134][80/310] eta: 0:00:25 time: 0.108 data_time: 0.001 memory: 1723 2022/06/27 02:40:12 - mmengine - INFO - Epoch(val) [134][100/310] eta: 0:01:17 time: 0.110 data_time: 0.001 memory: 1723 2022/06/27 02:40:17 - mmengine - INFO - Epoch(val) [134][120/310] eta: 0:01:18 time: 0.723 data_time: 0.616 memory: 1723 2022/06/27 02:40:22 - mmengine - INFO - Epoch(val) [134][140/310] eta: 0:00:29 time: 0.108 data_time: 0.002 memory: 1723 2022/06/27 02:40:26 - mmengine - INFO - Epoch(val) [134][160/310] eta: 0:00:22 time: 0.108 data_time: 0.001 memory: 1723 2022/06/27 02:40:33 - mmengine - INFO - Epoch(val) [134][180/310] eta: 0:00:39 time: 0.103 data_time: 0.002 memory: 1723 2022/06/27 02:40:38 - mmengine - INFO - Epoch(val) [134][200/310] eta: 0:00:39 time: 0.576 data_time: 0.473 memory: 1723 2022/06/27 02:40:42 - mmengine - INFO - Epoch(val) [134][220/310] eta: 0:00:17 time: 0.107 data_time: 0.005 memory: 1723 2022/06/27 02:40:47 - mmengine - INFO - Epoch(val) [134][240/310] eta: 0:00:09 time: 0.110 data_time: 0.001 memory: 1723 2022/06/27 02:40:53 - mmengine - INFO - Epoch(val) [134][260/310] eta: 0:00:15 time: 0.103 data_time: 0.001 memory: 1723 2022/06/27 02:40:58 - mmengine - INFO - Epoch(val) [134][280/310] eta: 0:00:09 time: 0.112 data_time: 0.002 memory: 1723 2022/06/27 02:41:00 - mmengine - INFO - Epoch(val) [134][300/310] eta: 0:00:01 time: 0.103 data_time: 0.001 memory: 1723 2022/06/27 02:41:02 - mmengine - INFO - Epoch(val) [134][310/310] acc/top1: 0.5851 acc/top5: 0.8087 acc/mean1: 0.5849 2022/06/27 02:41:12 - mmengine - INFO - Epoch(train) [135][20/3757] lr: 1.527e-03 eta: 12:36:42 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 10.1701 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6096 loss: 1.6096 2022/06/27 02:41:17 - mmengine - INFO - Epoch(train) [135][40/3757] lr: 1.527e-03 eta: 12:36:37 time: 0.268 data_time: 0.003 memory: 5036 grad_norm: 10.8673 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9914 loss: 1.9914 2022/06/27 02:41:23 - mmengine - INFO - Epoch(train) [135][60/3757] lr: 1.527e-03 eta: 12:36:32 time: 0.277 data_time: 0.003 memory: 5036 grad_norm: 13.0346 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1020 loss: 2.1020 2022/06/27 02:41:28 - mmengine - INFO - Epoch(train) [135][80/3757] lr: 1.527e-03 eta: 12:36:27 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 10.3992 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3067 loss: 2.3067 2022/06/27 02:41:33 - mmengine - INFO - Epoch(train) [135][100/3757] lr: 1.527e-03 eta: 12:36:22 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 9.3917 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2997 loss: 2.2997 2022/06/27 02:41:39 - mmengine - INFO - Epoch(train) [135][120/3757] lr: 1.527e-03 eta: 12:36:16 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 12.4415 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.1237 loss: 2.1237 2022/06/27 02:41:44 - mmengine - INFO - Epoch(train) [135][140/3757] lr: 1.527e-03 eta: 12:36:11 time: 0.250 data_time: 0.004 memory: 5036 grad_norm: 10.0550 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8023 loss: 1.8023 2022/06/27 02:41:50 - mmengine - INFO - Epoch(train) [135][160/3757] lr: 1.527e-03 eta: 12:36:06 time: 0.258 data_time: 0.004 memory: 5036 grad_norm: 10.8717 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0421 loss: 2.0421 2022/06/27 02:41:55 - mmengine - INFO - Epoch(train) [135][180/3757] lr: 1.527e-03 eta: 12:36:01 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 10.7947 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8361 loss: 1.8361 2022/06/27 02:42:00 - mmengine - INFO - Epoch(train) [135][200/3757] lr: 1.527e-03 eta: 12:35:55 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 9.4605 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9188 loss: 1.9188 2022/06/27 02:42:06 - mmengine - INFO - Epoch(train) [135][220/3757] lr: 1.527e-03 eta: 12:35:50 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 9.9650 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.0808 loss: 2.0808 2022/06/27 02:42:11 - mmengine - INFO - Epoch(train) [135][240/3757] lr: 1.527e-03 eta: 12:35:45 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 10.4728 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.9471 loss: 1.9471 2022/06/27 02:42:17 - mmengine - INFO - Epoch(train) [135][260/3757] lr: 1.527e-03 eta: 12:35:40 time: 0.313 data_time: 0.005 memory: 5036 grad_norm: 9.3913 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.7006 loss: 1.7006 2022/06/27 02:42:22 - mmengine - INFO - Epoch(train) [135][280/3757] lr: 1.527e-03 eta: 12:35:35 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 8.9958 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5160 loss: 1.5160 2022/06/27 02:42:27 - mmengine - INFO - Epoch(train) [135][300/3757] lr: 1.527e-03 eta: 12:35:29 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 9.8723 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9528 loss: 1.9528 2022/06/27 02:42:33 - mmengine - INFO - Epoch(train) [135][320/3757] lr: 1.527e-03 eta: 12:35:24 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 8.6026 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5788 loss: 1.5788 2022/06/27 02:42:38 - mmengine - INFO - Epoch(train) [135][340/3757] lr: 1.527e-03 eta: 12:35:19 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 8.6176 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8630 loss: 1.8630 2022/06/27 02:42:43 - mmengine - INFO - Epoch(train) [135][360/3757] lr: 1.527e-03 eta: 12:35:14 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 9.1877 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7279 loss: 1.7279 2022/06/27 02:42:48 - mmengine - INFO - Epoch(train) [135][380/3757] lr: 1.527e-03 eta: 12:35:08 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 11.3427 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.0948 loss: 2.0948 2022/06/27 02:42:54 - mmengine - INFO - Epoch(train) [135][400/3757] lr: 1.527e-03 eta: 12:35:03 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 10.6983 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7456 loss: 1.7456 2022/06/27 02:42:59 - mmengine - INFO - Epoch(train) [135][420/3757] lr: 1.527e-03 eta: 12:34:58 time: 0.264 data_time: 0.006 memory: 5036 grad_norm: 8.7720 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8278 loss: 1.8278 2022/06/27 02:43:05 - mmengine - INFO - Epoch(train) [135][440/3757] lr: 1.527e-03 eta: 12:34:53 time: 0.255 data_time: 0.004 memory: 5036 grad_norm: 9.7603 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.0452 loss: 2.0452 2022/06/27 02:43:10 - mmengine - INFO - Epoch(train) [135][460/3757] lr: 1.527e-03 eta: 12:34:47 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 9.6249 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.2843 loss: 2.2843 2022/06/27 02:43:15 - mmengine - INFO - Epoch(train) [135][480/3757] lr: 1.527e-03 eta: 12:34:42 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 11.8871 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0498 loss: 2.0498 2022/06/27 02:43:20 - mmengine - INFO - Epoch(train) [135][500/3757] lr: 1.527e-03 eta: 12:34:37 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 12.5957 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.6631 loss: 1.6631 2022/06/27 02:43:26 - mmengine - INFO - Epoch(train) [135][520/3757] lr: 1.527e-03 eta: 12:34:32 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 9.7310 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.7896 loss: 1.7896 2022/06/27 02:43:31 - mmengine - INFO - Epoch(train) [135][540/3757] lr: 1.527e-03 eta: 12:34:26 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 9.2964 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.5780 loss: 1.5780 2022/06/27 02:43:36 - mmengine - INFO - Epoch(train) [135][560/3757] lr: 1.527e-03 eta: 12:34:21 time: 0.473 data_time: 0.006 memory: 5036 grad_norm: 9.5261 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9073 loss: 1.9073 2022/06/27 02:43:37 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 02:43:41 - mmengine - INFO - Epoch(train) [135][580/3757] lr: 1.527e-03 eta: 12:34:16 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 8.5817 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.7454 loss: 1.7454 2022/06/27 02:43:47 - mmengine - INFO - Epoch(train) [135][600/3757] lr: 1.527e-03 eta: 12:34:11 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 9.4718 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8485 loss: 1.8485 2022/06/27 02:43:52 - mmengine - INFO - Epoch(train) [135][620/3757] lr: 1.527e-03 eta: 12:34:05 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 11.6653 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9572 loss: 1.9572 2022/06/27 02:43:58 - mmengine - INFO - Epoch(train) [135][640/3757] lr: 1.527e-03 eta: 12:34:00 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 9.4285 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7578 loss: 1.7578 2022/06/27 02:44:03 - mmengine - INFO - Epoch(train) [135][660/3757] lr: 1.527e-03 eta: 12:33:55 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 9.7521 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0713 loss: 2.0713 2022/06/27 02:44:08 - mmengine - INFO - Epoch(train) [135][680/3757] lr: 1.527e-03 eta: 12:33:50 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 10.6689 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.2457 loss: 2.2457 2022/06/27 02:44:13 - mmengine - INFO - Epoch(train) [135][700/3757] lr: 1.527e-03 eta: 12:33:44 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 9.4799 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.6074 loss: 1.6074 2022/06/27 02:44:19 - mmengine - INFO - Epoch(train) [135][720/3757] lr: 1.527e-03 eta: 12:33:39 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 10.8413 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.5538 loss: 1.5538 2022/06/27 02:44:24 - mmengine - INFO - Epoch(train) [135][740/3757] lr: 1.527e-03 eta: 12:33:34 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 9.9710 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.1268 loss: 2.1268 2022/06/27 02:44:29 - mmengine - INFO - Epoch(train) [135][760/3757] lr: 1.527e-03 eta: 12:33:29 time: 0.271 data_time: 0.007 memory: 5036 grad_norm: 10.2592 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.2163 loss: 2.2163 2022/06/27 02:44:34 - mmengine - INFO - Epoch(train) [135][780/3757] lr: 1.527e-03 eta: 12:33:23 time: 0.268 data_time: 0.003 memory: 5036 grad_norm: 10.5022 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0518 loss: 2.0518 2022/06/27 02:44:39 - mmengine - INFO - Epoch(train) [135][800/3757] lr: 1.527e-03 eta: 12:33:18 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 9.5931 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1887 loss: 2.1887 2022/06/27 02:44:45 - mmengine - INFO - Epoch(train) [135][820/3757] lr: 1.527e-03 eta: 12:33:13 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 11.0116 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2325 loss: 2.2325 2022/06/27 02:44:50 - mmengine - INFO - Epoch(train) [135][840/3757] lr: 1.527e-03 eta: 12:33:08 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 8.8084 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.0250 loss: 2.0250 2022/06/27 02:44:55 - mmengine - INFO - Epoch(train) [135][860/3757] lr: 1.527e-03 eta: 12:33:02 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 10.5388 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5940 loss: 1.5940 2022/06/27 02:45:00 - mmengine - INFO - Epoch(train) [135][880/3757] lr: 1.527e-03 eta: 12:32:57 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 10.5525 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8567 loss: 1.8567 2022/06/27 02:45:06 - mmengine - INFO - Epoch(train) [135][900/3757] lr: 1.527e-03 eta: 12:32:52 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 10.0558 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8221 loss: 1.8221 2022/06/27 02:45:11 - mmengine - INFO - Epoch(train) [135][920/3757] lr: 1.527e-03 eta: 12:32:46 time: 0.257 data_time: 0.008 memory: 5036 grad_norm: 9.1097 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0779 loss: 2.0779 2022/06/27 02:45:16 - mmengine - INFO - Epoch(train) [135][940/3757] lr: 1.527e-03 eta: 12:32:41 time: 0.274 data_time: 0.016 memory: 5036 grad_norm: 9.7463 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.0018 loss: 2.0018 2022/06/27 02:45:22 - mmengine - INFO - Epoch(train) [135][960/3757] lr: 1.527e-03 eta: 12:32:36 time: 0.261 data_time: 0.019 memory: 5036 grad_norm: 10.9831 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.2183 loss: 2.2183 2022/06/27 02:45:27 - mmengine - INFO - Epoch(train) [135][980/3757] lr: 1.527e-03 eta: 12:32:31 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 12.7887 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7577 loss: 1.7577 2022/06/27 02:45:32 - mmengine - INFO - Epoch(train) [135][1000/3757] lr: 1.527e-03 eta: 12:32:25 time: 0.257 data_time: 0.011 memory: 5036 grad_norm: 10.0529 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5421 loss: 1.5421 2022/06/27 02:45:38 - mmengine - INFO - Epoch(train) [135][1020/3757] lr: 1.527e-03 eta: 12:32:20 time: 0.259 data_time: 0.009 memory: 5036 grad_norm: 10.7224 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.5960 loss: 1.5960 2022/06/27 02:45:43 - mmengine - INFO - Epoch(train) [135][1040/3757] lr: 1.527e-03 eta: 12:32:15 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 10.7469 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9702 loss: 1.9702 2022/06/27 02:45:48 - mmengine - INFO - Epoch(train) [135][1060/3757] lr: 1.527e-03 eta: 12:32:10 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 9.4695 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4037 loss: 2.4037 2022/06/27 02:45:53 - mmengine - INFO - Epoch(train) [135][1080/3757] lr: 1.527e-03 eta: 12:32:04 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 9.5541 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0709 loss: 2.0709 2022/06/27 02:45:59 - mmengine - INFO - Epoch(train) [135][1100/3757] lr: 1.527e-03 eta: 12:31:59 time: 0.270 data_time: 0.007 memory: 5036 grad_norm: 9.0077 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1214 loss: 2.1214 2022/06/27 02:46:04 - mmengine - INFO - Epoch(train) [135][1120/3757] lr: 1.527e-03 eta: 12:31:54 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 9.1300 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8575 loss: 1.8575 2022/06/27 02:46:09 - mmengine - INFO - Epoch(train) [135][1140/3757] lr: 1.527e-03 eta: 12:31:49 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 9.0790 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0422 loss: 2.0422 2022/06/27 02:46:14 - mmengine - INFO - Epoch(train) [135][1160/3757] lr: 1.527e-03 eta: 12:31:43 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 12.3088 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1005 loss: 2.1005 2022/06/27 02:46:20 - mmengine - INFO - Epoch(train) [135][1180/3757] lr: 1.527e-03 eta: 12:31:38 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 9.9129 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.4113 loss: 1.4113 2022/06/27 02:46:25 - mmengine - INFO - Epoch(train) [135][1200/3757] lr: 1.527e-03 eta: 12:31:33 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 11.2458 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9783 loss: 1.9783 2022/06/27 02:46:30 - mmengine - INFO - Epoch(train) [135][1220/3757] lr: 1.527e-03 eta: 12:31:28 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 9.8639 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.6580 loss: 1.6580 2022/06/27 02:46:35 - mmengine - INFO - Epoch(train) [135][1240/3757] lr: 1.527e-03 eta: 12:31:22 time: 0.276 data_time: 0.006 memory: 5036 grad_norm: 9.2310 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.6257 loss: 1.6257 2022/06/27 02:46:40 - mmengine - INFO - Epoch(train) [135][1260/3757] lr: 1.527e-03 eta: 12:31:17 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 9.7299 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.9586 loss: 1.9586 2022/06/27 02:46:46 - mmengine - INFO - Epoch(train) [135][1280/3757] lr: 1.527e-03 eta: 12:31:12 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 10.7872 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.5426 loss: 2.5426 2022/06/27 02:46:51 - mmengine - INFO - Epoch(train) [135][1300/3757] lr: 1.527e-03 eta: 12:31:07 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 9.6342 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 1.8135 loss: 1.8135 2022/06/27 02:46:56 - mmengine - INFO - Epoch(train) [135][1320/3757] lr: 1.527e-03 eta: 12:31:01 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 11.3211 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7413 loss: 1.7413 2022/06/27 02:47:01 - mmengine - INFO - Epoch(train) [135][1340/3757] lr: 1.527e-03 eta: 12:30:56 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 8.9721 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.7714 loss: 1.7714 2022/06/27 02:47:07 - mmengine - INFO - Epoch(train) [135][1360/3757] lr: 1.527e-03 eta: 12:30:51 time: 0.338 data_time: 0.046 memory: 5036 grad_norm: 8.4790 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.0742 loss: 2.0742 2022/06/27 02:47:12 - mmengine - INFO - Epoch(train) [135][1380/3757] lr: 1.527e-03 eta: 12:30:45 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 10.5330 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.1903 loss: 2.1903 2022/06/27 02:47:17 - mmengine - INFO - Epoch(train) [135][1400/3757] lr: 1.527e-03 eta: 12:30:40 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 10.4836 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.6285 loss: 1.6285 2022/06/27 02:47:22 - mmengine - INFO - Epoch(train) [135][1420/3757] lr: 1.527e-03 eta: 12:30:35 time: 0.269 data_time: 0.007 memory: 5036 grad_norm: 10.4869 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.6454 loss: 1.6454 2022/06/27 02:47:28 - mmengine - INFO - Epoch(train) [135][1440/3757] lr: 1.527e-03 eta: 12:30:30 time: 0.251 data_time: 0.010 memory: 5036 grad_norm: 10.2396 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7876 loss: 1.7876 2022/06/27 02:47:33 - mmengine - INFO - Epoch(train) [135][1460/3757] lr: 1.527e-03 eta: 12:30:24 time: 0.259 data_time: 0.008 memory: 5036 grad_norm: 11.0783 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7134 loss: 1.7134 2022/06/27 02:47:38 - mmengine - INFO - Epoch(train) [135][1480/3757] lr: 1.527e-03 eta: 12:30:19 time: 0.253 data_time: 0.008 memory: 5036 grad_norm: 11.2444 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.0117 loss: 2.0117 2022/06/27 02:47:43 - mmengine - INFO - Epoch(train) [135][1500/3757] lr: 1.527e-03 eta: 12:30:14 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 10.1062 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.2405 loss: 1.2405 2022/06/27 02:47:48 - mmengine - INFO - Epoch(train) [135][1520/3757] lr: 1.527e-03 eta: 12:30:09 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 10.1763 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.8451 loss: 1.8451 2022/06/27 02:47:54 - mmengine - INFO - Epoch(train) [135][1540/3757] lr: 1.527e-03 eta: 12:30:03 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 9.7763 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 1.7365 loss: 1.7365 2022/06/27 02:47:59 - mmengine - INFO - Epoch(train) [135][1560/3757] lr: 1.527e-03 eta: 12:29:58 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 10.9285 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7403 loss: 1.7403 2022/06/27 02:47:59 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 02:48:04 - mmengine - INFO - Epoch(train) [135][1580/3757] lr: 1.527e-03 eta: 12:29:53 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 9.7106 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1515 loss: 2.1515 2022/06/27 02:48:10 - mmengine - INFO - Epoch(train) [135][1600/3757] lr: 1.527e-03 eta: 12:29:48 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 10.9254 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.1684 loss: 2.1684 2022/06/27 02:48:15 - mmengine - INFO - Epoch(train) [135][1620/3757] lr: 1.527e-03 eta: 12:29:42 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 8.7304 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7683 loss: 1.7683 2022/06/27 02:48:20 - mmengine - INFO - Epoch(train) [135][1640/3757] lr: 1.527e-03 eta: 12:29:37 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 8.9493 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6976 loss: 1.6976 2022/06/27 02:48:25 - mmengine - INFO - Epoch(train) [135][1660/3757] lr: 1.527e-03 eta: 12:29:32 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 9.7486 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.2415 loss: 2.2415 2022/06/27 02:48:31 - mmengine - INFO - Epoch(train) [135][1680/3757] lr: 1.527e-03 eta: 12:29:26 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 10.7039 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9455 loss: 1.9455 2022/06/27 02:48:36 - mmengine - INFO - Epoch(train) [135][1700/3757] lr: 1.527e-03 eta: 12:29:21 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 8.7316 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.9457 loss: 1.9457 2022/06/27 02:48:41 - mmengine - INFO - Epoch(train) [135][1720/3757] lr: 1.527e-03 eta: 12:29:16 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 10.6417 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0937 loss: 2.0937 2022/06/27 02:48:46 - mmengine - INFO - Epoch(train) [135][1740/3757] lr: 1.527e-03 eta: 12:29:11 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 10.0511 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6889 loss: 1.6889 2022/06/27 02:48:52 - mmengine - INFO - Epoch(train) [135][1760/3757] lr: 1.527e-03 eta: 12:29:05 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 12.1194 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0319 loss: 2.0319 2022/06/27 02:48:57 - mmengine - INFO - Epoch(train) [135][1780/3757] lr: 1.527e-03 eta: 12:29:00 time: 0.284 data_time: 0.007 memory: 5036 grad_norm: 12.0215 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1621 loss: 2.1621 2022/06/27 02:49:02 - mmengine - INFO - Epoch(train) [135][1800/3757] lr: 1.527e-03 eta: 12:28:55 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.7548 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9260 loss: 1.9260 2022/06/27 02:49:08 - mmengine - INFO - Epoch(train) [135][1820/3757] lr: 1.527e-03 eta: 12:28:50 time: 0.257 data_time: 0.008 memory: 5036 grad_norm: 9.3382 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.5159 loss: 2.5159 2022/06/27 02:49:13 - mmengine - INFO - Epoch(train) [135][1840/3757] lr: 1.527e-03 eta: 12:28:44 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 8.0553 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6384 loss: 1.6384 2022/06/27 02:49:18 - mmengine - INFO - Epoch(train) [135][1860/3757] lr: 1.527e-03 eta: 12:28:39 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 9.5119 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9396 loss: 1.9396 2022/06/27 02:49:23 - mmengine - INFO - Epoch(train) [135][1880/3757] lr: 1.527e-03 eta: 12:28:34 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 10.9134 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1516 loss: 2.1516 2022/06/27 02:49:28 - mmengine - INFO - Epoch(train) [135][1900/3757] lr: 1.527e-03 eta: 12:28:29 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 10.9959 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.4082 loss: 2.4082 2022/06/27 02:49:34 - mmengine - INFO - Epoch(train) [135][1920/3757] lr: 1.527e-03 eta: 12:28:23 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 10.1377 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0970 loss: 2.0970 2022/06/27 02:49:39 - mmengine - INFO - Epoch(train) [135][1940/3757] lr: 1.527e-03 eta: 12:28:18 time: 0.262 data_time: 0.004 memory: 5036 grad_norm: 8.6830 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0324 loss: 2.0324 2022/06/27 02:49:44 - mmengine - INFO - Epoch(train) [135][1960/3757] lr: 1.527e-03 eta: 12:28:13 time: 0.268 data_time: 0.010 memory: 5036 grad_norm: 9.3278 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.9619 loss: 1.9619 2022/06/27 02:49:49 - mmengine - INFO - Epoch(train) [135][1980/3757] lr: 1.527e-03 eta: 12:28:07 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 9.5160 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6863 loss: 1.6863 2022/06/27 02:49:55 - mmengine - INFO - Epoch(train) [135][2000/3757] lr: 1.527e-03 eta: 12:28:02 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 9.3900 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9856 loss: 1.9856 2022/06/27 02:50:00 - mmengine - INFO - Epoch(train) [135][2020/3757] lr: 1.527e-03 eta: 12:27:57 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 8.7444 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.5044 loss: 1.5044 2022/06/27 02:50:05 - mmengine - INFO - Epoch(train) [135][2040/3757] lr: 1.527e-03 eta: 12:27:52 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 10.2624 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1233 loss: 2.1233 2022/06/27 02:50:10 - mmengine - INFO - Epoch(train) [135][2060/3757] lr: 1.527e-03 eta: 12:27:46 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 10.8314 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.7722 loss: 1.7722 2022/06/27 02:50:16 - mmengine - INFO - Epoch(train) [135][2080/3757] lr: 1.527e-03 eta: 12:27:41 time: 0.270 data_time: 0.007 memory: 5036 grad_norm: 12.3034 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.1739 loss: 2.1739 2022/06/27 02:50:21 - mmengine - INFO - Epoch(train) [135][2100/3757] lr: 1.527e-03 eta: 12:27:36 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 10.9460 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0697 loss: 2.0697 2022/06/27 02:50:26 - mmengine - INFO - Epoch(train) [135][2120/3757] lr: 1.527e-03 eta: 12:27:31 time: 0.267 data_time: 0.017 memory: 5036 grad_norm: 10.3971 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.9299 loss: 1.9299 2022/06/27 02:50:32 - mmengine - INFO - Epoch(train) [135][2140/3757] lr: 1.527e-03 eta: 12:27:25 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 9.1470 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.2633 loss: 1.2633 2022/06/27 02:50:37 - mmengine - INFO - Epoch(train) [135][2160/3757] lr: 1.527e-03 eta: 12:27:20 time: 0.275 data_time: 0.003 memory: 5036 grad_norm: 10.5257 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7161 loss: 1.7161 2022/06/27 02:50:42 - mmengine - INFO - Epoch(train) [135][2180/3757] lr: 1.527e-03 eta: 12:27:15 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 9.5217 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.2574 loss: 2.2574 2022/06/27 02:50:48 - mmengine - INFO - Epoch(train) [135][2200/3757] lr: 1.527e-03 eta: 12:27:10 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 9.5813 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2662 loss: 2.2662 2022/06/27 02:50:53 - mmengine - INFO - Epoch(train) [135][2220/3757] lr: 1.527e-03 eta: 12:27:05 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 7.9156 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9568 loss: 1.9568 2022/06/27 02:50:58 - mmengine - INFO - Epoch(train) [135][2240/3757] lr: 1.527e-03 eta: 12:26:59 time: 0.260 data_time: 0.010 memory: 5036 grad_norm: 10.4087 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.7233 loss: 1.7233 2022/06/27 02:51:04 - mmengine - INFO - Epoch(train) [135][2260/3757] lr: 1.527e-03 eta: 12:26:54 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 9.4965 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.9112 loss: 1.9112 2022/06/27 02:51:09 - mmengine - INFO - Epoch(train) [135][2280/3757] lr: 1.527e-03 eta: 12:26:49 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 10.9771 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5377 loss: 1.5377 2022/06/27 02:51:14 - mmengine - INFO - Epoch(train) [135][2300/3757] lr: 1.527e-03 eta: 12:26:44 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 10.2583 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5819 loss: 1.5819 2022/06/27 02:51:20 - mmengine - INFO - Epoch(train) [135][2320/3757] lr: 1.527e-03 eta: 12:26:38 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 11.0223 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.6369 loss: 1.6369 2022/06/27 02:51:25 - mmengine - INFO - Epoch(train) [135][2340/3757] lr: 1.527e-03 eta: 12:26:33 time: 0.256 data_time: 0.008 memory: 5036 grad_norm: 11.2124 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9108 loss: 1.9108 2022/06/27 02:51:30 - mmengine - INFO - Epoch(train) [135][2360/3757] lr: 1.527e-03 eta: 12:26:28 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 11.1111 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2359 loss: 2.2359 2022/06/27 02:51:35 - mmengine - INFO - Epoch(train) [135][2380/3757] lr: 1.527e-03 eta: 12:26:23 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 7.1275 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7707 loss: 1.7707 2022/06/27 02:51:41 - mmengine - INFO - Epoch(train) [135][2400/3757] lr: 1.527e-03 eta: 12:26:17 time: 0.254 data_time: 0.010 memory: 5036 grad_norm: 9.8296 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2296 loss: 2.2296 2022/06/27 02:51:46 - mmengine - INFO - Epoch(train) [135][2420/3757] lr: 1.527e-03 eta: 12:26:12 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 9.3678 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3853 loss: 2.3853 2022/06/27 02:51:51 - mmengine - INFO - Epoch(train) [135][2440/3757] lr: 1.527e-03 eta: 12:26:07 time: 0.267 data_time: 0.006 memory: 5036 grad_norm: 10.0198 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.9970 loss: 1.9970 2022/06/27 02:51:56 - mmengine - INFO - Epoch(train) [135][2460/3757] lr: 1.527e-03 eta: 12:26:01 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 10.9380 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2276 loss: 2.2276 2022/06/27 02:52:02 - mmengine - INFO - Epoch(train) [135][2480/3757] lr: 1.527e-03 eta: 12:25:56 time: 0.259 data_time: 0.009 memory: 5036 grad_norm: 8.7068 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8941 loss: 1.8941 2022/06/27 02:52:07 - mmengine - INFO - Epoch(train) [135][2500/3757] lr: 1.527e-03 eta: 12:25:51 time: 0.356 data_time: 0.006 memory: 5036 grad_norm: 9.7691 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0375 loss: 2.0375 2022/06/27 02:52:12 - mmengine - INFO - Epoch(train) [135][2520/3757] lr: 1.527e-03 eta: 12:25:46 time: 0.266 data_time: 0.003 memory: 5036 grad_norm: 12.0661 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0220 loss: 2.0220 2022/06/27 02:52:18 - mmengine - INFO - Epoch(train) [135][2540/3757] lr: 1.527e-03 eta: 12:25:40 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 11.1681 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7929 loss: 1.7929 2022/06/27 02:52:23 - mmengine - INFO - Epoch(train) [135][2560/3757] lr: 1.527e-03 eta: 12:25:35 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 10.4042 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.9303 loss: 1.9303 2022/06/27 02:52:23 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 02:52:28 - mmengine - INFO - Epoch(train) [135][2580/3757] lr: 1.527e-03 eta: 12:25:30 time: 0.256 data_time: 0.010 memory: 5036 grad_norm: 7.6310 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3586 loss: 2.3586 2022/06/27 02:52:33 - mmengine - INFO - Epoch(train) [135][2600/3757] lr: 1.527e-03 eta: 12:25:25 time: 0.263 data_time: 0.009 memory: 5036 grad_norm: 10.5030 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1860 loss: 2.1860 2022/06/27 02:52:39 - mmengine - INFO - Epoch(train) [135][2620/3757] lr: 1.527e-03 eta: 12:25:19 time: 0.267 data_time: 0.006 memory: 5036 grad_norm: 9.3103 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.9200 loss: 1.9200 2022/06/27 02:52:44 - mmengine - INFO - Epoch(train) [135][2640/3757] lr: 1.527e-03 eta: 12:25:14 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 11.2506 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.2244 loss: 2.2244 2022/06/27 02:52:49 - mmengine - INFO - Epoch(train) [135][2660/3757] lr: 1.527e-03 eta: 12:25:09 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 9.5795 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.1564 loss: 2.1564 2022/06/27 02:52:54 - mmengine - INFO - Epoch(train) [135][2680/3757] lr: 1.527e-03 eta: 12:25:04 time: 0.256 data_time: 0.010 memory: 5036 grad_norm: 9.1331 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8896 loss: 1.8896 2022/06/27 02:52:59 - mmengine - INFO - Epoch(train) [135][2700/3757] lr: 1.527e-03 eta: 12:24:58 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 9.7424 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.8217 loss: 1.8217 2022/06/27 02:53:05 - mmengine - INFO - Epoch(train) [135][2720/3757] lr: 1.527e-03 eta: 12:24:53 time: 0.268 data_time: 0.006 memory: 5036 grad_norm: 9.6240 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8728 loss: 1.8728 2022/06/27 02:53:10 - mmengine - INFO - Epoch(train) [135][2740/3757] lr: 1.527e-03 eta: 12:24:48 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 10.7797 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.7396 loss: 1.7396 2022/06/27 02:53:15 - mmengine - INFO - Epoch(train) [135][2760/3757] lr: 1.527e-03 eta: 12:24:42 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 10.4234 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8080 loss: 1.8080 2022/06/27 02:53:20 - mmengine - INFO - Epoch(train) [135][2780/3757] lr: 1.527e-03 eta: 12:24:37 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 11.1492 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0526 loss: 2.0526 2022/06/27 02:53:26 - mmengine - INFO - Epoch(train) [135][2800/3757] lr: 1.527e-03 eta: 12:24:32 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 9.0701 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.8888 loss: 1.8888 2022/06/27 02:53:31 - mmengine - INFO - Epoch(train) [135][2820/3757] lr: 1.527e-03 eta: 12:24:27 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 10.1991 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9764 loss: 1.9764 2022/06/27 02:53:36 - mmengine - INFO - Epoch(train) [135][2840/3757] lr: 1.527e-03 eta: 12:24:21 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 9.5620 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5850 loss: 1.5850 2022/06/27 02:53:41 - mmengine - INFO - Epoch(train) [135][2860/3757] lr: 1.527e-03 eta: 12:24:16 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 10.3654 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1532 loss: 2.1532 2022/06/27 02:53:47 - mmengine - INFO - Epoch(train) [135][2880/3757] lr: 1.527e-03 eta: 12:24:11 time: 0.265 data_time: 0.007 memory: 5036 grad_norm: 9.7192 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8422 loss: 1.8422 2022/06/27 02:53:52 - mmengine - INFO - Epoch(train) [135][2900/3757] lr: 1.527e-03 eta: 12:24:06 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 11.8031 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0691 loss: 2.0691 2022/06/27 02:53:57 - mmengine - INFO - Epoch(train) [135][2920/3757] lr: 1.527e-03 eta: 12:24:00 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 12.6328 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9845 loss: 1.9845 2022/06/27 02:54:02 - mmengine - INFO - Epoch(train) [135][2940/3757] lr: 1.527e-03 eta: 12:23:55 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 9.3643 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0255 loss: 2.0255 2022/06/27 02:54:08 - mmengine - INFO - Epoch(train) [135][2960/3757] lr: 1.527e-03 eta: 12:23:50 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 11.3230 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2633 loss: 2.2633 2022/06/27 02:54:13 - mmengine - INFO - Epoch(train) [135][2980/3757] lr: 1.527e-03 eta: 12:23:45 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 8.7780 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7708 loss: 1.7708 2022/06/27 02:54:18 - mmengine - INFO - Epoch(train) [135][3000/3757] lr: 1.527e-03 eta: 12:23:39 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 8.9258 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0934 loss: 2.0934 2022/06/27 02:54:23 - mmengine - INFO - Epoch(train) [135][3020/3757] lr: 1.527e-03 eta: 12:23:34 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 9.5926 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.8549 loss: 1.8549 2022/06/27 02:54:29 - mmengine - INFO - Epoch(train) [135][3040/3757] lr: 1.527e-03 eta: 12:23:29 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 9.3321 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.5450 loss: 1.5450 2022/06/27 02:54:34 - mmengine - INFO - Epoch(train) [135][3060/3757] lr: 1.527e-03 eta: 12:23:23 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 11.9043 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.4284 loss: 2.4284 2022/06/27 02:54:39 - mmengine - INFO - Epoch(train) [135][3080/3757] lr: 1.527e-03 eta: 12:23:18 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 9.5646 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9057 loss: 1.9057 2022/06/27 02:54:44 - mmengine - INFO - Epoch(train) [135][3100/3757] lr: 1.527e-03 eta: 12:23:13 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 8.5737 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.6485 loss: 1.6485 2022/06/27 02:54:50 - mmengine - INFO - Epoch(train) [135][3120/3757] lr: 1.527e-03 eta: 12:23:08 time: 0.254 data_time: 0.011 memory: 5036 grad_norm: 10.1131 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.7495 loss: 1.7495 2022/06/27 02:54:55 - mmengine - INFO - Epoch(train) [135][3140/3757] lr: 1.527e-03 eta: 12:23:03 time: 0.251 data_time: 0.004 memory: 5036 grad_norm: 8.4808 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.8127 loss: 1.8127 2022/06/27 02:55:00 - mmengine - INFO - Epoch(train) [135][3160/3757] lr: 1.527e-03 eta: 12:22:57 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 9.0376 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.8371 loss: 1.8371 2022/06/27 02:55:05 - mmengine - INFO - Epoch(train) [135][3180/3757] lr: 1.527e-03 eta: 12:22:52 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 9.6620 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9197 loss: 1.9197 2022/06/27 02:55:11 - mmengine - INFO - Epoch(train) [135][3200/3757] lr: 1.527e-03 eta: 12:22:47 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 10.2825 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.5855 loss: 1.5855 2022/06/27 02:55:16 - mmengine - INFO - Epoch(train) [135][3220/3757] lr: 1.527e-03 eta: 12:22:41 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 10.9058 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1579 loss: 2.1579 2022/06/27 02:55:21 - mmengine - INFO - Epoch(train) [135][3240/3757] lr: 1.527e-03 eta: 12:22:36 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 10.4102 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1330 loss: 2.1330 2022/06/27 02:55:26 - mmengine - INFO - Epoch(train) [135][3260/3757] lr: 1.527e-03 eta: 12:22:31 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 10.3520 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 2.0685 loss: 2.0685 2022/06/27 02:55:32 - mmengine - INFO - Epoch(train) [135][3280/3757] lr: 1.527e-03 eta: 12:22:26 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 10.5882 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9807 loss: 1.9807 2022/06/27 02:55:37 - mmengine - INFO - Epoch(train) [135][3300/3757] lr: 1.527e-03 eta: 12:22:20 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 8.7173 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7969 loss: 1.7969 2022/06/27 02:55:42 - mmengine - INFO - Epoch(train) [135][3320/3757] lr: 1.527e-03 eta: 12:22:15 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 12.5794 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9634 loss: 1.9634 2022/06/27 02:55:47 - mmengine - INFO - Epoch(train) [135][3340/3757] lr: 1.527e-03 eta: 12:22:10 time: 0.275 data_time: 0.024 memory: 5036 grad_norm: 10.3772 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.3114 loss: 1.3114 2022/06/27 02:55:53 - mmengine - INFO - Epoch(train) [135][3360/3757] lr: 1.527e-03 eta: 12:22:05 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 9.9904 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0363 loss: 2.0363 2022/06/27 02:55:58 - mmengine - INFO - Epoch(train) [135][3380/3757] lr: 1.527e-03 eta: 12:21:59 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 10.7619 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.3375 loss: 2.3375 2022/06/27 02:56:03 - mmengine - INFO - Epoch(train) [135][3400/3757] lr: 1.527e-03 eta: 12:21:54 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 10.0321 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8744 loss: 1.8744 2022/06/27 02:56:08 - mmengine - INFO - Epoch(train) [135][3420/3757] lr: 1.527e-03 eta: 12:21:49 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 10.8532 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8542 loss: 1.8542 2022/06/27 02:56:14 - mmengine - INFO - Epoch(train) [135][3440/3757] lr: 1.527e-03 eta: 12:21:43 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 8.8197 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5931 loss: 1.5931 2022/06/27 02:56:19 - mmengine - INFO - Epoch(train) [135][3460/3757] lr: 1.527e-03 eta: 12:21:38 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 10.5169 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8801 loss: 1.8801 2022/06/27 02:56:24 - mmengine - INFO - Epoch(train) [135][3480/3757] lr: 1.527e-03 eta: 12:21:33 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 10.7298 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9039 loss: 1.9039 2022/06/27 02:56:29 - mmengine - INFO - Epoch(train) [135][3500/3757] lr: 1.527e-03 eta: 12:21:28 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 11.8325 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.7839 loss: 1.7839 2022/06/27 02:56:35 - mmengine - INFO - Epoch(train) [135][3520/3757] lr: 1.527e-03 eta: 12:21:22 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 9.7805 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.8893 loss: 1.8893 2022/06/27 02:56:40 - mmengine - INFO - Epoch(train) [135][3540/3757] lr: 1.527e-03 eta: 12:21:17 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 7.7587 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8839 loss: 1.8839 2022/06/27 02:56:45 - mmengine - INFO - Epoch(train) [135][3560/3757] lr: 1.527e-03 eta: 12:21:12 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 9.7756 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.6962 loss: 1.6962 2022/06/27 02:56:46 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 02:56:51 - mmengine - INFO - Epoch(train) [135][3580/3757] lr: 1.527e-03 eta: 12:21:07 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 8.1168 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.8010 loss: 1.8010 2022/06/27 02:56:56 - mmengine - INFO - Epoch(train) [135][3600/3757] lr: 1.527e-03 eta: 12:21:01 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 8.2898 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1734 loss: 2.1734 2022/06/27 02:57:01 - mmengine - INFO - Epoch(train) [135][3620/3757] lr: 1.527e-03 eta: 12:20:56 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 10.5082 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.0739 loss: 2.0739 2022/06/27 02:57:06 - mmengine - INFO - Epoch(train) [135][3640/3757] lr: 1.527e-03 eta: 12:20:51 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 9.2614 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6678 loss: 1.6678 2022/06/27 02:57:11 - mmengine - INFO - Epoch(train) [135][3660/3757] lr: 1.527e-03 eta: 12:20:46 time: 0.252 data_time: 0.004 memory: 5036 grad_norm: 13.2788 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7131 loss: 1.7131 2022/06/27 02:57:17 - mmengine - INFO - Epoch(train) [135][3680/3757] lr: 1.527e-03 eta: 12:20:40 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 10.0738 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7251 loss: 1.7251 2022/06/27 02:57:22 - mmengine - INFO - Epoch(train) [135][3700/3757] lr: 1.527e-03 eta: 12:20:35 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 11.0222 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7800 loss: 1.7800 2022/06/27 02:57:27 - mmengine - INFO - Epoch(train) [135][3720/3757] lr: 1.527e-03 eta: 12:20:30 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 9.4638 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9018 loss: 1.9018 2022/06/27 02:57:32 - mmengine - INFO - Epoch(train) [135][3740/3757] lr: 1.527e-03 eta: 12:20:24 time: 0.239 data_time: 0.006 memory: 5036 grad_norm: 7.9564 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.9533 loss: 1.9533 2022/06/27 02:57:36 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 02:57:36 - mmengine - INFO - Saving checkpoint at 135 epochs 2022/06/27 02:57:50 - mmengine - INFO - Epoch(val) [135][20/310] eta: 0:01:47 time: 0.112 data_time: 0.002 memory: 5036 2022/06/27 02:57:54 - mmengine - INFO - Epoch(val) [135][40/310] eta: 0:01:22 time: 0.113 data_time: 0.010 memory: 1723 2022/06/27 02:57:59 - mmengine - INFO - Epoch(val) [135][60/310] eta: 0:00:26 time: 0.112 data_time: 0.005 memory: 1723 2022/06/27 02:58:03 - mmengine - INFO - Epoch(val) [135][80/310] eta: 0:00:27 time: 0.108 data_time: 0.001 memory: 1723 2022/06/27 02:58:10 - mmengine - INFO - Epoch(val) [135][100/310] eta: 0:01:13 time: 0.105 data_time: 0.002 memory: 1723 2022/06/27 02:58:15 - mmengine - INFO - Epoch(val) [135][120/310] eta: 0:01:09 time: 0.385 data_time: 0.283 memory: 1723 2022/06/27 02:58:20 - mmengine - INFO - Epoch(val) [135][140/310] eta: 0:00:25 time: 0.103 data_time: 0.002 memory: 1723 2022/06/27 02:58:25 - mmengine - INFO - Epoch(val) [135][160/310] eta: 0:00:25 time: 0.108 data_time: 0.001 memory: 1723 2022/06/27 02:58:31 - mmengine - INFO - Epoch(val) [135][180/310] eta: 0:00:39 time: 0.404 data_time: 0.296 memory: 1723 2022/06/27 02:58:36 - mmengine - INFO - Epoch(val) [135][200/310] eta: 0:00:34 time: 0.221 data_time: 0.119 memory: 1723 2022/06/27 02:58:41 - mmengine - INFO - Epoch(val) [135][220/310] eta: 0:00:13 time: 0.108 data_time: 0.005 memory: 1723 2022/06/27 02:58:45 - mmengine - INFO - Epoch(val) [135][240/310] eta: 0:00:07 time: 0.103 data_time: 0.001 memory: 1723 2022/06/27 02:58:52 - mmengine - INFO - Epoch(val) [135][260/310] eta: 0:00:18 time: 0.690 data_time: 0.582 memory: 1723 2022/06/27 02:58:56 - mmengine - INFO - Epoch(val) [135][280/310] eta: 0:00:08 time: 0.121 data_time: 0.013 memory: 1723 2022/06/27 02:58:58 - mmengine - INFO - Epoch(val) [135][300/310] eta: 0:00:01 time: 0.103 data_time: 0.001 memory: 1723 2022/06/27 02:59:01 - mmengine - INFO - Epoch(val) [135][310/310] acc/top1: 0.5846 acc/top5: 0.8108 acc/mean1: 0.5844 2022/06/27 02:59:10 - mmengine - INFO - Epoch(train) [136][20/3757] lr: 1.464e-03 eta: 12:20:16 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 10.7845 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7623 loss: 1.7623 2022/06/27 02:59:16 - mmengine - INFO - Epoch(train) [136][40/3757] lr: 1.464e-03 eta: 12:20:10 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 8.6780 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9205 loss: 1.9205 2022/06/27 02:59:21 - mmengine - INFO - Epoch(train) [136][60/3757] lr: 1.464e-03 eta: 12:20:05 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 9.4290 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.3817 loss: 2.3817 2022/06/27 02:59:26 - mmengine - INFO - Epoch(train) [136][80/3757] lr: 1.464e-03 eta: 12:20:00 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 8.9771 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9737 loss: 1.9737 2022/06/27 02:59:32 - mmengine - INFO - Epoch(train) [136][100/3757] lr: 1.464e-03 eta: 12:19:55 time: 0.263 data_time: 0.012 memory: 5036 grad_norm: 11.4275 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.5926 loss: 1.5926 2022/06/27 02:59:37 - mmengine - INFO - Epoch(train) [136][120/3757] lr: 1.464e-03 eta: 12:19:49 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 10.7984 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4018 loss: 1.4018 2022/06/27 02:59:42 - mmengine - INFO - Epoch(train) [136][140/3757] lr: 1.464e-03 eta: 12:19:44 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 12.2747 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1783 loss: 2.1783 2022/06/27 02:59:48 - mmengine - INFO - Epoch(train) [136][160/3757] lr: 1.464e-03 eta: 12:19:39 time: 0.279 data_time: 0.003 memory: 5036 grad_norm: 9.5693 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.8850 loss: 1.8850 2022/06/27 02:59:53 - mmengine - INFO - Epoch(train) [136][180/3757] lr: 1.464e-03 eta: 12:19:34 time: 0.262 data_time: 0.017 memory: 5036 grad_norm: 9.9510 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6314 loss: 1.6314 2022/06/27 02:59:58 - mmengine - INFO - Epoch(train) [136][200/3757] lr: 1.464e-03 eta: 12:19:28 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 9.1438 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7417 loss: 1.7417 2022/06/27 03:00:04 - mmengine - INFO - Epoch(train) [136][220/3757] lr: 1.464e-03 eta: 12:19:23 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 9.7579 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5873 loss: 1.5873 2022/06/27 03:00:09 - mmengine - INFO - Epoch(train) [136][240/3757] lr: 1.464e-03 eta: 12:19:18 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 8.5896 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7900 loss: 1.7900 2022/06/27 03:00:14 - mmengine - INFO - Epoch(train) [136][260/3757] lr: 1.464e-03 eta: 12:19:13 time: 0.279 data_time: 0.014 memory: 5036 grad_norm: 9.9156 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1503 loss: 2.1503 2022/06/27 03:00:20 - mmengine - INFO - Epoch(train) [136][280/3757] lr: 1.464e-03 eta: 12:19:07 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 10.0018 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1623 loss: 2.1623 2022/06/27 03:00:25 - mmengine - INFO - Epoch(train) [136][300/3757] lr: 1.464e-03 eta: 12:19:02 time: 0.260 data_time: 0.004 memory: 5036 grad_norm: 8.6210 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.2981 loss: 1.2981 2022/06/27 03:00:30 - mmengine - INFO - Epoch(train) [136][320/3757] lr: 1.464e-03 eta: 12:18:57 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.4486 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2218 loss: 2.2218 2022/06/27 03:00:36 - mmengine - INFO - Epoch(train) [136][340/3757] lr: 1.464e-03 eta: 12:18:52 time: 0.271 data_time: 0.003 memory: 5036 grad_norm: 8.8342 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2281 loss: 2.2281 2022/06/27 03:00:41 - mmengine - INFO - Epoch(train) [136][360/3757] lr: 1.464e-03 eta: 12:18:47 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 10.2629 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2162 loss: 2.2162 2022/06/27 03:00:46 - mmengine - INFO - Epoch(train) [136][380/3757] lr: 1.464e-03 eta: 12:18:41 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 9.2287 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0495 loss: 2.0495 2022/06/27 03:00:52 - mmengine - INFO - Epoch(train) [136][400/3757] lr: 1.464e-03 eta: 12:18:36 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 9.0365 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6883 loss: 1.6883 2022/06/27 03:00:57 - mmengine - INFO - Epoch(train) [136][420/3757] lr: 1.464e-03 eta: 12:18:31 time: 0.286 data_time: 0.013 memory: 5036 grad_norm: 9.4031 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.9811 loss: 1.9811 2022/06/27 03:01:03 - mmengine - INFO - Epoch(train) [136][440/3757] lr: 1.464e-03 eta: 12:18:26 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 9.7890 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6607 loss: 1.6607 2022/06/27 03:01:08 - mmengine - INFO - Epoch(train) [136][460/3757] lr: 1.464e-03 eta: 12:18:20 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 9.2070 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5255 loss: 1.5255 2022/06/27 03:01:13 - mmengine - INFO - Epoch(train) [136][480/3757] lr: 1.464e-03 eta: 12:18:15 time: 0.267 data_time: 0.003 memory: 5036 grad_norm: 9.1264 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.7326 loss: 1.7326 2022/06/27 03:01:19 - mmengine - INFO - Epoch(train) [136][500/3757] lr: 1.464e-03 eta: 12:18:10 time: 0.276 data_time: 0.006 memory: 5036 grad_norm: 8.2462 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8299 loss: 1.8299 2022/06/27 03:01:24 - mmengine - INFO - Epoch(train) [136][520/3757] lr: 1.464e-03 eta: 12:18:05 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 10.1377 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.9924 loss: 1.9924 2022/06/27 03:01:30 - mmengine - INFO - Epoch(train) [136][540/3757] lr: 1.464e-03 eta: 12:18:00 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 8.0792 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2259 loss: 2.2259 2022/06/27 03:01:35 - mmengine - INFO - Epoch(train) [136][560/3757] lr: 1.464e-03 eta: 12:17:54 time: 0.253 data_time: 0.008 memory: 5036 grad_norm: 10.8785 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0955 loss: 2.0955 2022/06/27 03:01:41 - mmengine - INFO - Epoch(train) [136][580/3757] lr: 1.464e-03 eta: 12:17:49 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 12.6842 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.2198 loss: 2.2198 2022/06/27 03:01:46 - mmengine - INFO - Epoch(train) [136][600/3757] lr: 1.464e-03 eta: 12:17:44 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 10.9464 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.1947 loss: 2.1947 2022/06/27 03:01:51 - mmengine - INFO - Epoch(train) [136][620/3757] lr: 1.464e-03 eta: 12:17:39 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 10.4276 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1215 loss: 2.1215 2022/06/27 03:01:56 - mmengine - INFO - Epoch(train) [136][640/3757] lr: 1.464e-03 eta: 12:17:33 time: 0.263 data_time: 0.013 memory: 5036 grad_norm: 10.8177 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7975 loss: 1.7975 2022/06/27 03:02:01 - mmengine - INFO - Epoch(train) [136][660/3757] lr: 1.464e-03 eta: 12:17:28 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 9.1215 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.8609 loss: 1.8609 2022/06/27 03:02:07 - mmengine - INFO - Epoch(train) [136][680/3757] lr: 1.464e-03 eta: 12:17:23 time: 0.248 data_time: 0.009 memory: 5036 grad_norm: 9.0096 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.2498 loss: 2.2498 2022/06/27 03:02:12 - mmengine - INFO - Epoch(train) [136][700/3757] lr: 1.464e-03 eta: 12:17:18 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 11.2059 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.0023 loss: 2.0023 2022/06/27 03:02:17 - mmengine - INFO - Epoch(train) [136][720/3757] lr: 1.464e-03 eta: 12:17:12 time: 0.259 data_time: 0.009 memory: 5036 grad_norm: 11.2248 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8998 loss: 1.8998 2022/06/27 03:02:22 - mmengine - INFO - Epoch(train) [136][740/3757] lr: 1.464e-03 eta: 12:17:07 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 11.2684 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8574 loss: 1.8574 2022/06/27 03:02:27 - mmengine - INFO - Epoch(train) [136][760/3757] lr: 1.464e-03 eta: 12:17:02 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 11.2188 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8861 loss: 1.8861 2022/06/27 03:02:33 - mmengine - INFO - Epoch(train) [136][780/3757] lr: 1.464e-03 eta: 12:16:56 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 10.2159 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.8626 loss: 1.8626 2022/06/27 03:02:38 - mmengine - INFO - Epoch(train) [136][800/3757] lr: 1.464e-03 eta: 12:16:51 time: 0.276 data_time: 0.003 memory: 5036 grad_norm: 7.8850 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.7907 loss: 1.7907 2022/06/27 03:02:39 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 03:02:43 - mmengine - INFO - Epoch(train) [136][820/3757] lr: 1.464e-03 eta: 12:16:46 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 8.6012 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.9358 loss: 1.9358 2022/06/27 03:02:48 - mmengine - INFO - Epoch(train) [136][840/3757] lr: 1.464e-03 eta: 12:16:41 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 10.9656 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.7924 loss: 1.7924 2022/06/27 03:02:54 - mmengine - INFO - Epoch(train) [136][860/3757] lr: 1.464e-03 eta: 12:16:35 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 8.7540 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7465 loss: 1.7465 2022/06/27 03:02:59 - mmengine - INFO - Epoch(train) [136][880/3757] lr: 1.464e-03 eta: 12:16:30 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 9.6387 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9354 loss: 1.9354 2022/06/27 03:03:04 - mmengine - INFO - Epoch(train) [136][900/3757] lr: 1.464e-03 eta: 12:16:25 time: 0.257 data_time: 0.013 memory: 5036 grad_norm: 11.1822 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9811 loss: 1.9811 2022/06/27 03:03:09 - mmengine - INFO - Epoch(train) [136][920/3757] lr: 1.464e-03 eta: 12:16:20 time: 0.258 data_time: 0.010 memory: 5036 grad_norm: 9.3905 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9236 loss: 1.9236 2022/06/27 03:03:15 - mmengine - INFO - Epoch(train) [136][940/3757] lr: 1.464e-03 eta: 12:16:14 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 9.8382 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.0199 loss: 2.0199 2022/06/27 03:03:20 - mmengine - INFO - Epoch(train) [136][960/3757] lr: 1.464e-03 eta: 12:16:09 time: 0.254 data_time: 0.011 memory: 5036 grad_norm: 9.9658 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7447 loss: 1.7447 2022/06/27 03:03:25 - mmengine - INFO - Epoch(train) [136][980/3757] lr: 1.464e-03 eta: 12:16:04 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 10.1939 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0186 loss: 2.0186 2022/06/27 03:03:30 - mmengine - INFO - Epoch(train) [136][1000/3757] lr: 1.464e-03 eta: 12:15:58 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 10.4794 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9927 loss: 1.9927 2022/06/27 03:03:36 - mmengine - INFO - Epoch(train) [136][1020/3757] lr: 1.464e-03 eta: 12:15:53 time: 0.270 data_time: 0.007 memory: 5036 grad_norm: 9.7509 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0417 loss: 2.0417 2022/06/27 03:03:41 - mmengine - INFO - Epoch(train) [136][1040/3757] lr: 1.464e-03 eta: 12:15:48 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 10.3867 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8338 loss: 1.8338 2022/06/27 03:03:46 - mmengine - INFO - Epoch(train) [136][1060/3757] lr: 1.464e-03 eta: 12:15:43 time: 0.272 data_time: 0.003 memory: 5036 grad_norm: 11.8084 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0014 loss: 2.0014 2022/06/27 03:03:51 - mmengine - INFO - Epoch(train) [136][1080/3757] lr: 1.464e-03 eta: 12:15:37 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 8.5565 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.6306 loss: 1.6306 2022/06/27 03:03:57 - mmengine - INFO - Epoch(train) [136][1100/3757] lr: 1.464e-03 eta: 12:15:32 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 10.2448 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8223 loss: 1.8223 2022/06/27 03:04:02 - mmengine - INFO - Epoch(train) [136][1120/3757] lr: 1.464e-03 eta: 12:15:27 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 10.6400 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.9187 loss: 1.9187 2022/06/27 03:04:07 - mmengine - INFO - Epoch(train) [136][1140/3757] lr: 1.464e-03 eta: 12:15:22 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 8.6627 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.4833 loss: 1.4833 2022/06/27 03:04:13 - mmengine - INFO - Epoch(train) [136][1160/3757] lr: 1.464e-03 eta: 12:15:16 time: 0.249 data_time: 0.007 memory: 5036 grad_norm: 10.0170 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.6592 loss: 1.6592 2022/06/27 03:04:18 - mmengine - INFO - Epoch(train) [136][1180/3757] lr: 1.464e-03 eta: 12:15:11 time: 0.547 data_time: 0.003 memory: 5036 grad_norm: 9.1672 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2769 loss: 2.2769 2022/06/27 03:04:23 - mmengine - INFO - Epoch(train) [136][1200/3757] lr: 1.464e-03 eta: 12:15:06 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 9.4994 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1018 loss: 2.1018 2022/06/27 03:04:29 - mmengine - INFO - Epoch(train) [136][1220/3757] lr: 1.464e-03 eta: 12:15:01 time: 0.252 data_time: 0.012 memory: 5036 grad_norm: 9.6941 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6778 loss: 1.6778 2022/06/27 03:04:34 - mmengine - INFO - Epoch(train) [136][1240/3757] lr: 1.464e-03 eta: 12:14:56 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 8.5099 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7541 loss: 1.7541 2022/06/27 03:04:39 - mmengine - INFO - Epoch(train) [136][1260/3757] lr: 1.464e-03 eta: 12:14:50 time: 0.269 data_time: 0.007 memory: 5036 grad_norm: 8.6313 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.9773 loss: 1.9773 2022/06/27 03:04:44 - mmengine - INFO - Epoch(train) [136][1280/3757] lr: 1.464e-03 eta: 12:14:45 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 10.9442 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9561 loss: 1.9561 2022/06/27 03:04:50 - mmengine - INFO - Epoch(train) [136][1300/3757] lr: 1.464e-03 eta: 12:14:40 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 9.2966 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.8375 loss: 1.8375 2022/06/27 03:04:55 - mmengine - INFO - Epoch(train) [136][1320/3757] lr: 1.464e-03 eta: 12:14:34 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 11.3604 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.7623 loss: 1.7623 2022/06/27 03:05:00 - mmengine - INFO - Epoch(train) [136][1340/3757] lr: 1.464e-03 eta: 12:14:29 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 9.2741 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0045 loss: 2.0045 2022/06/27 03:05:06 - mmengine - INFO - Epoch(train) [136][1360/3757] lr: 1.464e-03 eta: 12:14:24 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 9.8173 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7616 loss: 1.7616 2022/06/27 03:05:11 - mmengine - INFO - Epoch(train) [136][1380/3757] lr: 1.464e-03 eta: 12:14:19 time: 0.252 data_time: 0.008 memory: 5036 grad_norm: 9.2776 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.2247 loss: 2.2247 2022/06/27 03:05:16 - mmengine - INFO - Epoch(train) [136][1400/3757] lr: 1.464e-03 eta: 12:14:13 time: 0.267 data_time: 0.006 memory: 5036 grad_norm: 9.5562 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8451 loss: 1.8451 2022/06/27 03:05:22 - mmengine - INFO - Epoch(train) [136][1420/3757] lr: 1.464e-03 eta: 12:14:08 time: 0.268 data_time: 0.003 memory: 5036 grad_norm: 8.9348 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.9447 loss: 1.9447 2022/06/27 03:05:27 - mmengine - INFO - Epoch(train) [136][1440/3757] lr: 1.464e-03 eta: 12:14:03 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 10.9176 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.6877 loss: 1.6877 2022/06/27 03:05:33 - mmengine - INFO - Epoch(train) [136][1460/3757] lr: 1.464e-03 eta: 12:13:58 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 9.5122 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8958 loss: 1.8958 2022/06/27 03:05:38 - mmengine - INFO - Epoch(train) [136][1480/3757] lr: 1.464e-03 eta: 12:13:53 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 11.8641 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.0163 loss: 2.0163 2022/06/27 03:05:43 - mmengine - INFO - Epoch(train) [136][1500/3757] lr: 1.464e-03 eta: 12:13:47 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 9.7099 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.9232 loss: 1.9232 2022/06/27 03:05:49 - mmengine - INFO - Epoch(train) [136][1520/3757] lr: 1.464e-03 eta: 12:13:42 time: 0.559 data_time: 0.007 memory: 5036 grad_norm: 8.6175 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8333 loss: 1.8333 2022/06/27 03:05:54 - mmengine - INFO - Epoch(train) [136][1540/3757] lr: 1.464e-03 eta: 12:13:37 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 9.1915 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.4073 loss: 2.4073 2022/06/27 03:05:59 - mmengine - INFO - Epoch(train) [136][1560/3757] lr: 1.464e-03 eta: 12:13:32 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 9.6658 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.8192 loss: 1.8192 2022/06/27 03:06:04 - mmengine - INFO - Epoch(train) [136][1580/3757] lr: 1.464e-03 eta: 12:13:26 time: 0.253 data_time: 0.004 memory: 5036 grad_norm: 10.2120 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8085 loss: 1.8085 2022/06/27 03:06:10 - mmengine - INFO - Epoch(train) [136][1600/3757] lr: 1.464e-03 eta: 12:13:21 time: 0.260 data_time: 0.010 memory: 5036 grad_norm: 9.8340 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3435 loss: 2.3435 2022/06/27 03:06:15 - mmengine - INFO - Epoch(train) [136][1620/3757] lr: 1.464e-03 eta: 12:13:16 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 9.6792 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.6623 loss: 1.6623 2022/06/27 03:06:20 - mmengine - INFO - Epoch(train) [136][1640/3757] lr: 1.464e-03 eta: 12:13:11 time: 0.254 data_time: 0.012 memory: 5036 grad_norm: 11.7285 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1281 loss: 2.1281 2022/06/27 03:06:26 - mmengine - INFO - Epoch(train) [136][1660/3757] lr: 1.464e-03 eta: 12:13:05 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 10.0918 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0490 loss: 2.0490 2022/06/27 03:06:31 - mmengine - INFO - Epoch(train) [136][1680/3757] lr: 1.464e-03 eta: 12:13:00 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 10.4011 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.7908 loss: 1.7908 2022/06/27 03:06:36 - mmengine - INFO - Epoch(train) [136][1700/3757] lr: 1.464e-03 eta: 12:12:55 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 11.7773 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.7776 loss: 1.7776 2022/06/27 03:06:42 - mmengine - INFO - Epoch(train) [136][1720/3757] lr: 1.464e-03 eta: 12:12:50 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 8.9796 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1250 loss: 2.1250 2022/06/27 03:06:47 - mmengine - INFO - Epoch(train) [136][1740/3757] lr: 1.464e-03 eta: 12:12:44 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 10.8779 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.0461 loss: 2.0461 2022/06/27 03:06:52 - mmengine - INFO - Epoch(train) [136][1760/3757] lr: 1.464e-03 eta: 12:12:39 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 11.1694 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8588 loss: 1.8588 2022/06/27 03:06:57 - mmengine - INFO - Epoch(train) [136][1780/3757] lr: 1.464e-03 eta: 12:12:34 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 9.8769 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.8134 loss: 1.8134 2022/06/27 03:07:02 - mmengine - INFO - Epoch(train) [136][1800/3757] lr: 1.464e-03 eta: 12:12:29 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 9.8965 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.6958 loss: 1.6958 2022/06/27 03:07:04 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 03:07:08 - mmengine - INFO - Epoch(train) [136][1820/3757] lr: 1.464e-03 eta: 12:12:23 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 12.7564 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.7639 loss: 1.7639 2022/06/27 03:07:13 - mmengine - INFO - Epoch(train) [136][1840/3757] lr: 1.464e-03 eta: 12:12:18 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 8.2791 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7118 loss: 1.7118 2022/06/27 03:07:19 - mmengine - INFO - Epoch(train) [136][1860/3757] lr: 1.464e-03 eta: 12:12:13 time: 0.409 data_time: 0.157 memory: 5036 grad_norm: 10.1845 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8380 loss: 1.8380 2022/06/27 03:07:24 - mmengine - INFO - Epoch(train) [136][1880/3757] lr: 1.464e-03 eta: 12:12:08 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 11.3038 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6066 loss: 1.6066 2022/06/27 03:07:29 - mmengine - INFO - Epoch(train) [136][1900/3757] lr: 1.464e-03 eta: 12:12:03 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 9.7934 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.5566 loss: 1.5566 2022/06/27 03:07:35 - mmengine - INFO - Epoch(train) [136][1920/3757] lr: 1.464e-03 eta: 12:11:57 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 10.7403 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9367 loss: 1.9367 2022/06/27 03:07:40 - mmengine - INFO - Epoch(train) [136][1940/3757] lr: 1.464e-03 eta: 12:11:52 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 9.2518 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.9171 loss: 1.9171 2022/06/27 03:07:45 - mmengine - INFO - Epoch(train) [136][1960/3757] lr: 1.464e-03 eta: 12:11:47 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 10.3800 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5064 loss: 1.5064 2022/06/27 03:07:51 - mmengine - INFO - Epoch(train) [136][1980/3757] lr: 1.464e-03 eta: 12:11:42 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 10.2038 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.0060 loss: 2.0060 2022/06/27 03:07:56 - mmengine - INFO - Epoch(train) [136][2000/3757] lr: 1.464e-03 eta: 12:11:36 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 11.2897 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0065 loss: 2.0065 2022/06/27 03:08:01 - mmengine - INFO - Epoch(train) [136][2020/3757] lr: 1.464e-03 eta: 12:11:31 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 9.9444 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3485 loss: 2.3485 2022/06/27 03:08:07 - mmengine - INFO - Epoch(train) [136][2040/3757] lr: 1.464e-03 eta: 12:11:26 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 10.3616 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2648 loss: 2.2648 2022/06/27 03:08:12 - mmengine - INFO - Epoch(train) [136][2060/3757] lr: 1.464e-03 eta: 12:11:20 time: 0.264 data_time: 0.007 memory: 5036 grad_norm: 10.5938 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4083 loss: 1.4083 2022/06/27 03:08:17 - mmengine - INFO - Epoch(train) [136][2080/3757] lr: 1.464e-03 eta: 12:11:15 time: 0.252 data_time: 0.008 memory: 5036 grad_norm: 12.1051 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0616 loss: 2.0616 2022/06/27 03:08:22 - mmengine - INFO - Epoch(train) [136][2100/3757] lr: 1.464e-03 eta: 12:11:10 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 9.4057 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8626 loss: 1.8626 2022/06/27 03:08:27 - mmengine - INFO - Epoch(train) [136][2120/3757] lr: 1.464e-03 eta: 12:11:05 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 10.4786 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7312 loss: 1.7312 2022/06/27 03:08:33 - mmengine - INFO - Epoch(train) [136][2140/3757] lr: 1.464e-03 eta: 12:10:59 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 11.2622 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.9255 loss: 1.9255 2022/06/27 03:08:38 - mmengine - INFO - Epoch(train) [136][2160/3757] lr: 1.464e-03 eta: 12:10:54 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 10.0028 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5219 loss: 1.5219 2022/06/27 03:08:43 - mmengine - INFO - Epoch(train) [136][2180/3757] lr: 1.464e-03 eta: 12:10:49 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 9.8060 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3025 loss: 2.3025 2022/06/27 03:08:48 - mmengine - INFO - Epoch(train) [136][2200/3757] lr: 1.464e-03 eta: 12:10:44 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 11.8639 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.1749 loss: 2.1749 2022/06/27 03:08:54 - mmengine - INFO - Epoch(train) [136][2220/3757] lr: 1.464e-03 eta: 12:10:38 time: 0.257 data_time: 0.010 memory: 5036 grad_norm: 9.4091 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7298 loss: 1.7298 2022/06/27 03:08:59 - mmengine - INFO - Epoch(train) [136][2240/3757] lr: 1.464e-03 eta: 12:10:33 time: 0.263 data_time: 0.015 memory: 5036 grad_norm: 11.8111 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.8785 loss: 1.8785 2022/06/27 03:09:04 - mmengine - INFO - Epoch(train) [136][2260/3757] lr: 1.464e-03 eta: 12:10:28 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 10.3572 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6082 loss: 1.6082 2022/06/27 03:09:09 - mmengine - INFO - Epoch(train) [136][2280/3757] lr: 1.464e-03 eta: 12:10:22 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 8.9359 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9241 loss: 1.9241 2022/06/27 03:09:15 - mmengine - INFO - Epoch(train) [136][2300/3757] lr: 1.464e-03 eta: 12:10:17 time: 0.272 data_time: 0.007 memory: 5036 grad_norm: 10.1698 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.9564 loss: 1.9564 2022/06/27 03:09:20 - mmengine - INFO - Epoch(train) [136][2320/3757] lr: 1.464e-03 eta: 12:10:12 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 9.1615 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.8530 loss: 1.8530 2022/06/27 03:09:25 - mmengine - INFO - Epoch(train) [136][2340/3757] lr: 1.464e-03 eta: 12:10:07 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 8.4557 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9073 loss: 1.9073 2022/06/27 03:09:30 - mmengine - INFO - Epoch(train) [136][2360/3757] lr: 1.464e-03 eta: 12:10:01 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 12.0886 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 1.9648 loss: 1.9648 2022/06/27 03:09:35 - mmengine - INFO - Epoch(train) [136][2380/3757] lr: 1.464e-03 eta: 12:09:56 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 11.9065 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6860 loss: 1.6860 2022/06/27 03:09:41 - mmengine - INFO - Epoch(train) [136][2400/3757] lr: 1.464e-03 eta: 12:09:51 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 9.6616 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.7262 loss: 2.7262 2022/06/27 03:09:46 - mmengine - INFO - Epoch(train) [136][2420/3757] lr: 1.464e-03 eta: 12:09:46 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 11.2959 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.9823 loss: 1.9823 2022/06/27 03:09:51 - mmengine - INFO - Epoch(train) [136][2440/3757] lr: 1.464e-03 eta: 12:09:40 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 9.8093 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1232 loss: 2.1232 2022/06/27 03:09:56 - mmengine - INFO - Epoch(train) [136][2460/3757] lr: 1.464e-03 eta: 12:09:35 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 9.3104 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0568 loss: 2.0568 2022/06/27 03:10:02 - mmengine - INFO - Epoch(train) [136][2480/3757] lr: 1.464e-03 eta: 12:09:30 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 11.5605 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4938 loss: 1.4938 2022/06/27 03:10:07 - mmengine - INFO - Epoch(train) [136][2500/3757] lr: 1.464e-03 eta: 12:09:25 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 10.2461 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7307 loss: 1.7307 2022/06/27 03:10:12 - mmengine - INFO - Epoch(train) [136][2520/3757] lr: 1.464e-03 eta: 12:09:19 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 11.3977 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7722 loss: 1.7722 2022/06/27 03:10:17 - mmengine - INFO - Epoch(train) [136][2540/3757] lr: 1.464e-03 eta: 12:09:14 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 11.7012 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9030 loss: 1.9030 2022/06/27 03:10:22 - mmengine - INFO - Epoch(train) [136][2560/3757] lr: 1.464e-03 eta: 12:09:09 time: 0.256 data_time: 0.005 memory: 5036 grad_norm: 9.9457 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.8420 loss: 1.8420 2022/06/27 03:10:28 - mmengine - INFO - Epoch(train) [136][2580/3757] lr: 1.464e-03 eta: 12:09:03 time: 0.258 data_time: 0.012 memory: 5036 grad_norm: 9.7317 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7406 loss: 1.7406 2022/06/27 03:10:34 - mmengine - INFO - Epoch(train) [136][2600/3757] lr: 1.464e-03 eta: 12:08:58 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 8.1996 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6831 loss: 1.6831 2022/06/27 03:10:39 - mmengine - INFO - Epoch(train) [136][2620/3757] lr: 1.464e-03 eta: 12:08:53 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 9.9125 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8422 loss: 1.8422 2022/06/27 03:10:44 - mmengine - INFO - Epoch(train) [136][2640/3757] lr: 1.464e-03 eta: 12:08:48 time: 0.251 data_time: 0.007 memory: 5036 grad_norm: 9.1931 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9616 loss: 1.9616 2022/06/27 03:10:49 - mmengine - INFO - Epoch(train) [136][2660/3757] lr: 1.464e-03 eta: 12:08:43 time: 0.254 data_time: 0.010 memory: 5036 grad_norm: 10.4208 top1_acc: 0.2500 top5_acc: 1.0000 loss_cls: 1.7568 loss: 1.7568 2022/06/27 03:10:55 - mmengine - INFO - Epoch(train) [136][2680/3757] lr: 1.464e-03 eta: 12:08:37 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 9.2748 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8258 loss: 1.8258 2022/06/27 03:11:00 - mmengine - INFO - Epoch(train) [136][2700/3757] lr: 1.464e-03 eta: 12:08:32 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 10.3589 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8794 loss: 1.8794 2022/06/27 03:11:05 - mmengine - INFO - Epoch(train) [136][2720/3757] lr: 1.464e-03 eta: 12:08:27 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 10.3601 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7596 loss: 1.7596 2022/06/27 03:11:10 - mmengine - INFO - Epoch(train) [136][2740/3757] lr: 1.464e-03 eta: 12:08:21 time: 0.258 data_time: 0.012 memory: 5036 grad_norm: 9.1078 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7796 loss: 1.7796 2022/06/27 03:11:16 - mmengine - INFO - Epoch(train) [136][2760/3757] lr: 1.464e-03 eta: 12:08:16 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 9.2994 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.1842 loss: 2.1842 2022/06/27 03:11:21 - mmengine - INFO - Epoch(train) [136][2780/3757] lr: 1.464e-03 eta: 12:08:11 time: 0.256 data_time: 0.013 memory: 5036 grad_norm: 10.8215 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.7600 loss: 1.7600 2022/06/27 03:11:26 - mmengine - INFO - Epoch(train) [136][2800/3757] lr: 1.464e-03 eta: 12:08:06 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 11.6099 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.2350 loss: 2.2350 2022/06/27 03:11:27 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 03:11:31 - mmengine - INFO - Epoch(train) [136][2820/3757] lr: 1.464e-03 eta: 12:08:00 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 10.5209 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7957 loss: 1.7957 2022/06/27 03:11:36 - mmengine - INFO - Epoch(train) [136][2840/3757] lr: 1.464e-03 eta: 12:07:55 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 9.9802 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1085 loss: 2.1085 2022/06/27 03:11:42 - mmengine - INFO - Epoch(train) [136][2860/3757] lr: 1.464e-03 eta: 12:07:50 time: 0.264 data_time: 0.006 memory: 5036 grad_norm: 10.5293 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4451 loss: 1.4451 2022/06/27 03:11:47 - mmengine - INFO - Epoch(train) [136][2880/3757] lr: 1.464e-03 eta: 12:07:45 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 10.0049 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0570 loss: 2.0570 2022/06/27 03:11:52 - mmengine - INFO - Epoch(train) [136][2900/3757] lr: 1.464e-03 eta: 12:07:39 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 10.2913 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1314 loss: 2.1314 2022/06/27 03:11:58 - mmengine - INFO - Epoch(train) [136][2920/3757] lr: 1.464e-03 eta: 12:07:34 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 10.2469 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1874 loss: 2.1874 2022/06/27 03:12:03 - mmengine - INFO - Epoch(train) [136][2940/3757] lr: 1.464e-03 eta: 12:07:29 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 9.0972 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0116 loss: 2.0116 2022/06/27 03:12:08 - mmengine - INFO - Epoch(train) [136][2960/3757] lr: 1.464e-03 eta: 12:07:24 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 9.5018 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.7842 loss: 1.7842 2022/06/27 03:12:13 - mmengine - INFO - Epoch(train) [136][2980/3757] lr: 1.464e-03 eta: 12:07:18 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 9.0528 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7260 loss: 1.7260 2022/06/27 03:12:19 - mmengine - INFO - Epoch(train) [136][3000/3757] lr: 1.464e-03 eta: 12:07:13 time: 0.254 data_time: 0.010 memory: 5036 grad_norm: 9.3745 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4294 loss: 1.4294 2022/06/27 03:12:24 - mmengine - INFO - Epoch(train) [136][3020/3757] lr: 1.464e-03 eta: 12:07:08 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 9.3466 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1521 loss: 2.1521 2022/06/27 03:12:29 - mmengine - INFO - Epoch(train) [136][3040/3757] lr: 1.464e-03 eta: 12:07:03 time: 0.272 data_time: 0.021 memory: 5036 grad_norm: 8.4426 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9696 loss: 1.9696 2022/06/27 03:12:34 - mmengine - INFO - Epoch(train) [136][3060/3757] lr: 1.464e-03 eta: 12:06:57 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 15.6426 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.4218 loss: 2.4218 2022/06/27 03:12:40 - mmengine - INFO - Epoch(train) [136][3080/3757] lr: 1.464e-03 eta: 12:06:52 time: 0.260 data_time: 0.016 memory: 5036 grad_norm: 10.7731 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8793 loss: 1.8793 2022/06/27 03:12:45 - mmengine - INFO - Epoch(train) [136][3100/3757] lr: 1.464e-03 eta: 12:06:47 time: 0.248 data_time: 0.004 memory: 5036 grad_norm: 9.0974 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.8918 loss: 1.8918 2022/06/27 03:12:50 - mmengine - INFO - Epoch(train) [136][3120/3757] lr: 1.464e-03 eta: 12:06:42 time: 0.261 data_time: 0.016 memory: 5036 grad_norm: 9.2260 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9875 loss: 1.9875 2022/06/27 03:12:56 - mmengine - INFO - Epoch(train) [136][3140/3757] lr: 1.464e-03 eta: 12:06:36 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 10.5488 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.8522 loss: 1.8522 2022/06/27 03:13:01 - mmengine - INFO - Epoch(train) [136][3160/3757] lr: 1.464e-03 eta: 12:06:31 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 11.2743 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9516 loss: 1.9516 2022/06/27 03:13:06 - mmengine - INFO - Epoch(train) [136][3180/3757] lr: 1.464e-03 eta: 12:06:26 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 11.3674 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7417 loss: 1.7417 2022/06/27 03:13:11 - mmengine - INFO - Epoch(train) [136][3200/3757] lr: 1.464e-03 eta: 12:06:21 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 10.3198 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8525 loss: 1.8525 2022/06/27 03:13:17 - mmengine - INFO - Epoch(train) [136][3220/3757] lr: 1.464e-03 eta: 12:06:15 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 9.4452 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8631 loss: 1.8631 2022/06/27 03:13:22 - mmengine - INFO - Epoch(train) [136][3240/3757] lr: 1.464e-03 eta: 12:06:10 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 10.5091 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9328 loss: 1.9328 2022/06/27 03:13:27 - mmengine - INFO - Epoch(train) [136][3260/3757] lr: 1.464e-03 eta: 12:06:05 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 9.4866 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9537 loss: 1.9537 2022/06/27 03:13:32 - mmengine - INFO - Epoch(train) [136][3280/3757] lr: 1.464e-03 eta: 12:05:59 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 9.3743 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.9659 loss: 1.9659 2022/06/27 03:13:38 - mmengine - INFO - Epoch(train) [136][3300/3757] lr: 1.464e-03 eta: 12:05:54 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 10.0402 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6602 loss: 1.6602 2022/06/27 03:13:43 - mmengine - INFO - Epoch(train) [136][3320/3757] lr: 1.464e-03 eta: 12:05:49 time: 0.264 data_time: 0.007 memory: 5036 grad_norm: 11.9267 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.4618 loss: 1.4618 2022/06/27 03:13:48 - mmengine - INFO - Epoch(train) [136][3340/3757] lr: 1.464e-03 eta: 12:05:44 time: 0.259 data_time: 0.008 memory: 5036 grad_norm: 10.8007 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.9159 loss: 1.9159 2022/06/27 03:13:54 - mmengine - INFO - Epoch(train) [136][3360/3757] lr: 1.464e-03 eta: 12:05:39 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 9.4607 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.0716 loss: 2.0716 2022/06/27 03:13:59 - mmengine - INFO - Epoch(train) [136][3380/3757] lr: 1.464e-03 eta: 12:05:33 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 11.2830 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.7944 loss: 1.7944 2022/06/27 03:14:04 - mmengine - INFO - Epoch(train) [136][3400/3757] lr: 1.464e-03 eta: 12:05:28 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 9.3873 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.4308 loss: 1.4308 2022/06/27 03:14:10 - mmengine - INFO - Epoch(train) [136][3420/3757] lr: 1.464e-03 eta: 12:05:23 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 11.3181 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.1318 loss: 2.1318 2022/06/27 03:14:15 - mmengine - INFO - Epoch(train) [136][3440/3757] lr: 1.464e-03 eta: 12:05:18 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 9.4010 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.0193 loss: 2.0193 2022/06/27 03:14:20 - mmengine - INFO - Epoch(train) [136][3460/3757] lr: 1.464e-03 eta: 12:05:12 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 9.3632 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9004 loss: 1.9004 2022/06/27 03:14:25 - mmengine - INFO - Epoch(train) [136][3480/3757] lr: 1.464e-03 eta: 12:05:07 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 10.3133 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7983 loss: 1.7983 2022/06/27 03:14:31 - mmengine - INFO - Epoch(train) [136][3500/3757] lr: 1.464e-03 eta: 12:05:02 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 9.6213 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4842 loss: 1.4842 2022/06/27 03:14:36 - mmengine - INFO - Epoch(train) [136][3520/3757] lr: 1.464e-03 eta: 12:04:56 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 9.9804 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.7084 loss: 1.7084 2022/06/27 03:14:41 - mmengine - INFO - Epoch(train) [136][3540/3757] lr: 1.464e-03 eta: 12:04:51 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 10.5983 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.1219 loss: 2.1219 2022/06/27 03:14:46 - mmengine - INFO - Epoch(train) [136][3560/3757] lr: 1.464e-03 eta: 12:04:46 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 13.5349 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6702 loss: 1.6702 2022/06/27 03:14:52 - mmengine - INFO - Epoch(train) [136][3580/3757] lr: 1.464e-03 eta: 12:04:41 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 8.5935 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7022 loss: 1.7022 2022/06/27 03:14:57 - mmengine - INFO - Epoch(train) [136][3600/3757] lr: 1.464e-03 eta: 12:04:35 time: 0.259 data_time: 0.012 memory: 5036 grad_norm: 9.0223 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2023 loss: 2.2023 2022/06/27 03:15:02 - mmengine - INFO - Epoch(train) [136][3620/3757] lr: 1.464e-03 eta: 12:04:30 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 10.5481 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0365 loss: 2.0365 2022/06/27 03:15:08 - mmengine - INFO - Epoch(train) [136][3640/3757] lr: 1.464e-03 eta: 12:04:25 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 11.2184 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.7622 loss: 1.7622 2022/06/27 03:15:13 - mmengine - INFO - Epoch(train) [136][3660/3757] lr: 1.464e-03 eta: 12:04:20 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 10.6048 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1434 loss: 2.1434 2022/06/27 03:15:18 - mmengine - INFO - Epoch(train) [136][3680/3757] lr: 1.464e-03 eta: 12:04:14 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 12.0194 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9406 loss: 1.9406 2022/06/27 03:15:23 - mmengine - INFO - Epoch(train) [136][3700/3757] lr: 1.464e-03 eta: 12:04:09 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 10.1920 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.8183 loss: 1.8183 2022/06/27 03:15:29 - mmengine - INFO - Epoch(train) [136][3720/3757] lr: 1.464e-03 eta: 12:04:04 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 12.0897 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9160 loss: 1.9160 2022/06/27 03:15:34 - mmengine - INFO - Epoch(train) [136][3740/3757] lr: 1.464e-03 eta: 12:03:59 time: 0.243 data_time: 0.006 memory: 5036 grad_norm: 10.5856 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0806 loss: 2.0806 2022/06/27 03:15:38 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 03:15:38 - mmengine - INFO - Saving checkpoint at 136 epochs 2022/06/27 03:15:51 - mmengine - INFO - Epoch(val) [136][20/310] eta: 0:01:47 time: 0.112 data_time: 0.010 memory: 5036 2022/06/27 03:15:56 - mmengine - INFO - Epoch(val) [136][40/310] eta: 0:01:40 time: 0.103 data_time: 0.002 memory: 1723 2022/06/27 03:16:00 - mmengine - INFO - Epoch(val) [136][60/310] eta: 0:00:26 time: 0.108 data_time: 0.001 memory: 1723 2022/06/27 03:16:05 - mmengine - INFO - Epoch(val) [136][80/310] eta: 0:00:24 time: 0.103 data_time: 0.002 memory: 1723 2022/06/27 03:16:12 - mmengine - INFO - Epoch(val) [136][100/310] eta: 0:01:16 time: 0.193 data_time: 0.086 memory: 1723 2022/06/27 03:16:17 - mmengine - INFO - Epoch(val) [136][120/310] eta: 0:01:08 time: 0.103 data_time: 0.001 memory: 1723 2022/06/27 03:16:22 - mmengine - INFO - Epoch(val) [136][140/310] eta: 0:00:23 time: 0.109 data_time: 0.001 memory: 1723 2022/06/27 03:16:26 - mmengine - INFO - Epoch(val) [136][160/310] eta: 0:00:15 time: 0.103 data_time: 0.001 memory: 1723 2022/06/27 03:16:34 - mmengine - INFO - Epoch(val) [136][180/310] eta: 0:00:46 time: 0.473 data_time: 0.372 memory: 1723 2022/06/27 03:16:39 - mmengine - INFO - Epoch(val) [136][200/310] eta: 0:00:42 time: 0.103 data_time: 0.002 memory: 1723 2022/06/27 03:16:43 - mmengine - INFO - Epoch(val) [136][220/310] eta: 0:00:15 time: 0.105 data_time: 0.002 memory: 1723 2022/06/27 03:16:48 - mmengine - INFO - Epoch(val) [136][240/310] eta: 0:00:07 time: 0.103 data_time: 0.002 memory: 1723 2022/06/27 03:16:55 - mmengine - INFO - Epoch(val) [136][260/310] eta: 0:00:17 time: 0.569 data_time: 0.466 memory: 1723 2022/06/27 03:16:58 - mmengine - INFO - Epoch(val) [136][280/310] eta: 0:00:07 time: 0.117 data_time: 0.002 memory: 1723 2022/06/27 03:17:01 - mmengine - INFO - Epoch(val) [136][300/310] eta: 0:00:01 time: 0.097 data_time: 0.001 memory: 1723 2022/06/27 03:17:03 - mmengine - INFO - Epoch(val) [136][310/310] acc/top1: 0.5822 acc/top5: 0.8089 acc/mean1: 0.5821 2022/06/27 03:17:13 - mmengine - INFO - Epoch(train) [137][20/3757] lr: 1.403e-03 eta: 12:03:50 time: 0.253 data_time: 0.014 memory: 5036 grad_norm: 10.1813 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3955 loss: 1.3955 2022/06/27 03:17:18 - mmengine - INFO - Epoch(train) [137][40/3757] lr: 1.403e-03 eta: 12:03:44 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 11.5186 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.9149 loss: 1.9149 2022/06/27 03:17:20 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 03:17:24 - mmengine - INFO - Epoch(train) [137][60/3757] lr: 1.403e-03 eta: 12:03:39 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 9.2635 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6284 loss: 1.6284 2022/06/27 03:17:29 - mmengine - INFO - Epoch(train) [137][80/3757] lr: 1.403e-03 eta: 12:03:34 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 9.6835 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7773 loss: 1.7773 2022/06/27 03:17:35 - mmengine - INFO - Epoch(train) [137][100/3757] lr: 1.403e-03 eta: 12:03:29 time: 0.291 data_time: 0.043 memory: 5036 grad_norm: 9.6154 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9657 loss: 1.9657 2022/06/27 03:17:40 - mmengine - INFO - Epoch(train) [137][120/3757] lr: 1.403e-03 eta: 12:03:24 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 10.2863 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4091 loss: 1.4091 2022/06/27 03:17:45 - mmengine - INFO - Epoch(train) [137][140/3757] lr: 1.403e-03 eta: 12:03:18 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 11.5486 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6100 loss: 1.6100 2022/06/27 03:17:51 - mmengine - INFO - Epoch(train) [137][160/3757] lr: 1.403e-03 eta: 12:03:13 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 10.7305 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.3409 loss: 2.3409 2022/06/27 03:17:56 - mmengine - INFO - Epoch(train) [137][180/3757] lr: 1.403e-03 eta: 12:03:08 time: 0.260 data_time: 0.009 memory: 5036 grad_norm: 9.3995 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.0187 loss: 2.0187 2022/06/27 03:18:02 - mmengine - INFO - Epoch(train) [137][200/3757] lr: 1.403e-03 eta: 12:03:03 time: 0.264 data_time: 0.014 memory: 5036 grad_norm: 9.6897 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1714 loss: 2.1714 2022/06/27 03:18:07 - mmengine - INFO - Epoch(train) [137][220/3757] lr: 1.403e-03 eta: 12:02:58 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 10.5177 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 1.9707 loss: 1.9707 2022/06/27 03:18:12 - mmengine - INFO - Epoch(train) [137][240/3757] lr: 1.403e-03 eta: 12:02:52 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 9.5981 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.2420 loss: 2.2420 2022/06/27 03:18:17 - mmengine - INFO - Epoch(train) [137][260/3757] lr: 1.403e-03 eta: 12:02:47 time: 0.255 data_time: 0.004 memory: 5036 grad_norm: 10.8749 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8906 loss: 1.8906 2022/06/27 03:18:23 - mmengine - INFO - Epoch(train) [137][280/3757] lr: 1.403e-03 eta: 12:02:42 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 10.7340 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5507 loss: 1.5507 2022/06/27 03:18:28 - mmengine - INFO - Epoch(train) [137][300/3757] lr: 1.403e-03 eta: 12:02:37 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 9.5025 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.0447 loss: 2.0447 2022/06/27 03:18:33 - mmengine - INFO - Epoch(train) [137][320/3757] lr: 1.403e-03 eta: 12:02:31 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 9.8147 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2042 loss: 2.2042 2022/06/27 03:18:39 - mmengine - INFO - Epoch(train) [137][340/3757] lr: 1.403e-03 eta: 12:02:26 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 8.3792 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0278 loss: 2.0278 2022/06/27 03:18:44 - mmengine - INFO - Epoch(train) [137][360/3757] lr: 1.403e-03 eta: 12:02:21 time: 0.258 data_time: 0.016 memory: 5036 grad_norm: 8.5581 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.9956 loss: 1.9956 2022/06/27 03:18:49 - mmengine - INFO - Epoch(train) [137][380/3757] lr: 1.403e-03 eta: 12:02:16 time: 0.265 data_time: 0.006 memory: 5036 grad_norm: 9.1074 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3973 loss: 2.3973 2022/06/27 03:18:55 - mmengine - INFO - Epoch(train) [137][400/3757] lr: 1.403e-03 eta: 12:02:10 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 9.2601 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.0579 loss: 2.0579 2022/06/27 03:19:00 - mmengine - INFO - Epoch(train) [137][420/3757] lr: 1.403e-03 eta: 12:02:05 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 9.8847 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7238 loss: 1.7238 2022/06/27 03:19:05 - mmengine - INFO - Epoch(train) [137][440/3757] lr: 1.403e-03 eta: 12:02:00 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 10.0320 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9320 loss: 1.9320 2022/06/27 03:19:11 - mmengine - INFO - Epoch(train) [137][460/3757] lr: 1.403e-03 eta: 12:01:55 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 9.8081 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8409 loss: 1.8409 2022/06/27 03:19:16 - mmengine - INFO - Epoch(train) [137][480/3757] lr: 1.403e-03 eta: 12:01:49 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 10.7893 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7084 loss: 1.7084 2022/06/27 03:19:21 - mmengine - INFO - Epoch(train) [137][500/3757] lr: 1.403e-03 eta: 12:01:44 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 11.4132 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4996 loss: 1.4996 2022/06/27 03:19:26 - mmengine - INFO - Epoch(train) [137][520/3757] lr: 1.403e-03 eta: 12:01:39 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 9.7350 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.0902 loss: 2.0902 2022/06/27 03:19:32 - mmengine - INFO - Epoch(train) [137][540/3757] lr: 1.403e-03 eta: 12:01:34 time: 0.261 data_time: 0.008 memory: 5036 grad_norm: 9.4370 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.0310 loss: 2.0310 2022/06/27 03:19:37 - mmengine - INFO - Epoch(train) [137][560/3757] lr: 1.403e-03 eta: 12:01:28 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 12.2136 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.7415 loss: 1.7415 2022/06/27 03:19:42 - mmengine - INFO - Epoch(train) [137][580/3757] lr: 1.403e-03 eta: 12:01:23 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 9.2279 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9751 loss: 1.9751 2022/06/27 03:19:47 - mmengine - INFO - Epoch(train) [137][600/3757] lr: 1.403e-03 eta: 12:01:18 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 9.5073 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7214 loss: 1.7214 2022/06/27 03:19:53 - mmengine - INFO - Epoch(train) [137][620/3757] lr: 1.403e-03 eta: 12:01:13 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 10.2872 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8294 loss: 1.8294 2022/06/27 03:19:58 - mmengine - INFO - Epoch(train) [137][640/3757] lr: 1.403e-03 eta: 12:01:07 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 11.9155 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.0515 loss: 2.0515 2022/06/27 03:20:03 - mmengine - INFO - Epoch(train) [137][660/3757] lr: 1.403e-03 eta: 12:01:02 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 11.3362 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 1.9614 loss: 1.9614 2022/06/27 03:20:08 - mmengine - INFO - Epoch(train) [137][680/3757] lr: 1.403e-03 eta: 12:00:57 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 12.5246 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8812 loss: 1.8812 2022/06/27 03:20:14 - mmengine - INFO - Epoch(train) [137][700/3757] lr: 1.403e-03 eta: 12:00:51 time: 0.261 data_time: 0.009 memory: 5036 grad_norm: 10.5010 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8822 loss: 1.8822 2022/06/27 03:20:19 - mmengine - INFO - Epoch(train) [137][720/3757] lr: 1.403e-03 eta: 12:00:46 time: 0.259 data_time: 0.012 memory: 5036 grad_norm: 10.5755 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.7851 loss: 1.7851 2022/06/27 03:20:24 - mmengine - INFO - Epoch(train) [137][740/3757] lr: 1.403e-03 eta: 12:00:41 time: 0.255 data_time: 0.010 memory: 5036 grad_norm: 8.4208 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9106 loss: 1.9106 2022/06/27 03:20:29 - mmengine - INFO - Epoch(train) [137][760/3757] lr: 1.403e-03 eta: 12:00:36 time: 0.249 data_time: 0.008 memory: 5036 grad_norm: 10.2916 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.0506 loss: 2.0506 2022/06/27 03:20:35 - mmengine - INFO - Epoch(train) [137][780/3757] lr: 1.403e-03 eta: 12:00:30 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 12.0242 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0172 loss: 2.0172 2022/06/27 03:20:40 - mmengine - INFO - Epoch(train) [137][800/3757] lr: 1.403e-03 eta: 12:00:25 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 9.0297 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0630 loss: 2.0630 2022/06/27 03:20:45 - mmengine - INFO - Epoch(train) [137][820/3757] lr: 1.403e-03 eta: 12:00:20 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 10.3631 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3506 loss: 2.3506 2022/06/27 03:20:51 - mmengine - INFO - Epoch(train) [137][840/3757] lr: 1.403e-03 eta: 12:00:15 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 10.3749 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.9267 loss: 1.9267 2022/06/27 03:20:56 - mmengine - INFO - Epoch(train) [137][860/3757] lr: 1.403e-03 eta: 12:00:09 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 9.0817 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.2181 loss: 2.2181 2022/06/27 03:21:01 - mmengine - INFO - Epoch(train) [137][880/3757] lr: 1.403e-03 eta: 12:00:04 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 12.2904 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.9777 loss: 1.9777 2022/06/27 03:21:06 - mmengine - INFO - Epoch(train) [137][900/3757] lr: 1.403e-03 eta: 11:59:59 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 10.0559 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.8128 loss: 1.8128 2022/06/27 03:21:12 - mmengine - INFO - Epoch(train) [137][920/3757] lr: 1.403e-03 eta: 11:59:54 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 12.1459 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.8838 loss: 1.8838 2022/06/27 03:21:17 - mmengine - INFO - Epoch(train) [137][940/3757] lr: 1.403e-03 eta: 11:59:48 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 8.2764 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1738 loss: 2.1738 2022/06/27 03:21:22 - mmengine - INFO - Epoch(train) [137][960/3757] lr: 1.403e-03 eta: 11:59:43 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 9.4397 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9009 loss: 1.9009 2022/06/27 03:21:27 - mmengine - INFO - Epoch(train) [137][980/3757] lr: 1.403e-03 eta: 11:59:38 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 10.1079 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7784 loss: 1.7784 2022/06/27 03:21:32 - mmengine - INFO - Epoch(train) [137][1000/3757] lr: 1.403e-03 eta: 11:59:33 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 9.3300 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8584 loss: 1.8584 2022/06/27 03:21:38 - mmengine - INFO - Epoch(train) [137][1020/3757] lr: 1.403e-03 eta: 11:59:27 time: 0.264 data_time: 0.009 memory: 5036 grad_norm: 9.7430 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1063 loss: 2.1063 2022/06/27 03:21:43 - mmengine - INFO - Epoch(train) [137][1040/3757] lr: 1.403e-03 eta: 11:59:22 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 11.5424 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2864 loss: 2.2864 2022/06/27 03:21:45 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 03:21:48 - mmengine - INFO - Epoch(train) [137][1060/3757] lr: 1.403e-03 eta: 11:59:17 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 10.4738 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3022 loss: 1.3022 2022/06/27 03:21:53 - mmengine - INFO - Epoch(train) [137][1080/3757] lr: 1.403e-03 eta: 11:59:11 time: 0.251 data_time: 0.004 memory: 5036 grad_norm: 9.7727 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 1.9273 loss: 1.9273 2022/06/27 03:21:59 - mmengine - INFO - Epoch(train) [137][1100/3757] lr: 1.403e-03 eta: 11:59:06 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 9.4483 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.7077 loss: 1.7077 2022/06/27 03:22:04 - mmengine - INFO - Epoch(train) [137][1120/3757] lr: 1.403e-03 eta: 11:59:01 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 8.8527 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.7383 loss: 1.7383 2022/06/27 03:22:09 - mmengine - INFO - Epoch(train) [137][1140/3757] lr: 1.403e-03 eta: 11:58:56 time: 0.255 data_time: 0.008 memory: 5036 grad_norm: 9.4570 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.8399 loss: 1.8399 2022/06/27 03:22:15 - mmengine - INFO - Epoch(train) [137][1160/3757] lr: 1.403e-03 eta: 11:58:50 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 8.6898 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2042 loss: 2.2042 2022/06/27 03:22:20 - mmengine - INFO - Epoch(train) [137][1180/3757] lr: 1.403e-03 eta: 11:58:45 time: 0.278 data_time: 0.020 memory: 5036 grad_norm: 11.2057 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0730 loss: 2.0730 2022/06/27 03:22:25 - mmengine - INFO - Epoch(train) [137][1200/3757] lr: 1.403e-03 eta: 11:58:40 time: 0.245 data_time: 0.003 memory: 5036 grad_norm: 11.5338 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.8639 loss: 1.8639 2022/06/27 03:22:30 - mmengine - INFO - Epoch(train) [137][1220/3757] lr: 1.403e-03 eta: 11:58:35 time: 0.270 data_time: 0.006 memory: 5036 grad_norm: 9.5249 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.7262 loss: 1.7262 2022/06/27 03:22:36 - mmengine - INFO - Epoch(train) [137][1240/3757] lr: 1.403e-03 eta: 11:58:29 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 10.9728 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.7077 loss: 1.7077 2022/06/27 03:22:41 - mmengine - INFO - Epoch(train) [137][1260/3757] lr: 1.403e-03 eta: 11:58:24 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 9.5070 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0658 loss: 2.0658 2022/06/27 03:22:46 - mmengine - INFO - Epoch(train) [137][1280/3757] lr: 1.403e-03 eta: 11:58:19 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 9.1619 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.1302 loss: 2.1302 2022/06/27 03:22:51 - mmengine - INFO - Epoch(train) [137][1300/3757] lr: 1.403e-03 eta: 11:58:14 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 10.3869 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.8107 loss: 1.8107 2022/06/27 03:22:57 - mmengine - INFO - Epoch(train) [137][1320/3757] lr: 1.403e-03 eta: 11:58:08 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 9.4553 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9230 loss: 1.9230 2022/06/27 03:23:02 - mmengine - INFO - Epoch(train) [137][1340/3757] lr: 1.403e-03 eta: 11:58:03 time: 0.255 data_time: 0.010 memory: 5036 grad_norm: 9.4396 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.6525 loss: 1.6525 2022/06/27 03:23:07 - mmengine - INFO - Epoch(train) [137][1360/3757] lr: 1.403e-03 eta: 11:57:58 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 10.2229 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.9226 loss: 1.9226 2022/06/27 03:23:12 - mmengine - INFO - Epoch(train) [137][1380/3757] lr: 1.403e-03 eta: 11:57:53 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 10.2803 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7714 loss: 1.7714 2022/06/27 03:23:18 - mmengine - INFO - Epoch(train) [137][1400/3757] lr: 1.403e-03 eta: 11:57:47 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 10.2771 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9858 loss: 1.9858 2022/06/27 03:23:23 - mmengine - INFO - Epoch(train) [137][1420/3757] lr: 1.403e-03 eta: 11:57:42 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 10.0238 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8691 loss: 1.8691 2022/06/27 03:23:28 - mmengine - INFO - Epoch(train) [137][1440/3757] lr: 1.403e-03 eta: 11:57:37 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 8.8608 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5663 loss: 1.5663 2022/06/27 03:23:33 - mmengine - INFO - Epoch(train) [137][1460/3757] lr: 1.403e-03 eta: 11:57:32 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 10.0292 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.1541 loss: 2.1541 2022/06/27 03:23:39 - mmengine - INFO - Epoch(train) [137][1480/3757] lr: 1.403e-03 eta: 11:57:26 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 8.6513 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.0612 loss: 2.0612 2022/06/27 03:23:44 - mmengine - INFO - Epoch(train) [137][1500/3757] lr: 1.403e-03 eta: 11:57:21 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 11.6863 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.6524 loss: 1.6524 2022/06/27 03:23:49 - mmengine - INFO - Epoch(train) [137][1520/3757] lr: 1.403e-03 eta: 11:57:16 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 8.2019 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.6587 loss: 1.6587 2022/06/27 03:23:54 - mmengine - INFO - Epoch(train) [137][1540/3757] lr: 1.403e-03 eta: 11:57:10 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 9.9932 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0777 loss: 2.0777 2022/06/27 03:24:00 - mmengine - INFO - Epoch(train) [137][1560/3757] lr: 1.403e-03 eta: 11:57:05 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 9.3316 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2341 loss: 2.2341 2022/06/27 03:24:05 - mmengine - INFO - Epoch(train) [137][1580/3757] lr: 1.403e-03 eta: 11:57:00 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 9.9948 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6618 loss: 1.6618 2022/06/27 03:24:10 - mmengine - INFO - Epoch(train) [137][1600/3757] lr: 1.403e-03 eta: 11:56:55 time: 0.322 data_time: 0.007 memory: 5036 grad_norm: 10.4631 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7122 loss: 1.7122 2022/06/27 03:24:15 - mmengine - INFO - Epoch(train) [137][1620/3757] lr: 1.403e-03 eta: 11:56:49 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 11.5733 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7117 loss: 1.7117 2022/06/27 03:24:21 - mmengine - INFO - Epoch(train) [137][1640/3757] lr: 1.403e-03 eta: 11:56:44 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 11.1985 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5283 loss: 1.5283 2022/06/27 03:24:26 - mmengine - INFO - Epoch(train) [137][1660/3757] lr: 1.403e-03 eta: 11:56:39 time: 0.256 data_time: 0.012 memory: 5036 grad_norm: 8.7209 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.7700 loss: 1.7700 2022/06/27 03:24:31 - mmengine - INFO - Epoch(train) [137][1680/3757] lr: 1.403e-03 eta: 11:56:34 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 10.1475 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8888 loss: 1.8888 2022/06/27 03:24:36 - mmengine - INFO - Epoch(train) [137][1700/3757] lr: 1.403e-03 eta: 11:56:28 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 9.8209 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8839 loss: 1.8839 2022/06/27 03:24:42 - mmengine - INFO - Epoch(train) [137][1720/3757] lr: 1.403e-03 eta: 11:56:23 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 11.4751 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.5618 loss: 1.5618 2022/06/27 03:24:47 - mmengine - INFO - Epoch(train) [137][1740/3757] lr: 1.403e-03 eta: 11:56:18 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 9.7298 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6213 loss: 1.6213 2022/06/27 03:24:52 - mmengine - INFO - Epoch(train) [137][1760/3757] lr: 1.403e-03 eta: 11:56:13 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 11.0072 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.6270 loss: 1.6270 2022/06/27 03:24:57 - mmengine - INFO - Epoch(train) [137][1780/3757] lr: 1.403e-03 eta: 11:56:07 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 9.8822 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 1.8777 loss: 1.8777 2022/06/27 03:25:03 - mmengine - INFO - Epoch(train) [137][1800/3757] lr: 1.403e-03 eta: 11:56:02 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 10.8449 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8478 loss: 1.8478 2022/06/27 03:25:08 - mmengine - INFO - Epoch(train) [137][1820/3757] lr: 1.403e-03 eta: 11:55:57 time: 0.271 data_time: 0.009 memory: 5036 grad_norm: 9.6501 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1941 loss: 2.1941 2022/06/27 03:25:13 - mmengine - INFO - Epoch(train) [137][1840/3757] lr: 1.403e-03 eta: 11:55:52 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 8.8278 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9224 loss: 1.9224 2022/06/27 03:25:18 - mmengine - INFO - Epoch(train) [137][1860/3757] lr: 1.403e-03 eta: 11:55:46 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 10.5056 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.0832 loss: 2.0832 2022/06/27 03:25:24 - mmengine - INFO - Epoch(train) [137][1880/3757] lr: 1.403e-03 eta: 11:55:41 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 9.1987 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5541 loss: 1.5541 2022/06/27 03:25:29 - mmengine - INFO - Epoch(train) [137][1900/3757] lr: 1.403e-03 eta: 11:55:36 time: 0.265 data_time: 0.009 memory: 5036 grad_norm: 9.9627 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5663 loss: 1.5663 2022/06/27 03:25:34 - mmengine - INFO - Epoch(train) [137][1920/3757] lr: 1.403e-03 eta: 11:55:30 time: 0.258 data_time: 0.014 memory: 5036 grad_norm: 11.5146 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.7439 loss: 1.7439 2022/06/27 03:25:40 - mmengine - INFO - Epoch(train) [137][1940/3757] lr: 1.403e-03 eta: 11:55:25 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 11.8812 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6769 loss: 1.6769 2022/06/27 03:25:45 - mmengine - INFO - Epoch(train) [137][1960/3757] lr: 1.403e-03 eta: 11:55:20 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 12.4095 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.9041 loss: 1.9041 2022/06/27 03:25:50 - mmengine - INFO - Epoch(train) [137][1980/3757] lr: 1.403e-03 eta: 11:55:15 time: 0.284 data_time: 0.003 memory: 5036 grad_norm: 10.8069 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0074 loss: 2.0074 2022/06/27 03:25:55 - mmengine - INFO - Epoch(train) [137][2000/3757] lr: 1.403e-03 eta: 11:55:09 time: 0.275 data_time: 0.017 memory: 5036 grad_norm: 11.1625 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4926 loss: 1.4926 2022/06/27 03:26:01 - mmengine - INFO - Epoch(train) [137][2020/3757] lr: 1.403e-03 eta: 11:55:04 time: 0.266 data_time: 0.003 memory: 5036 grad_norm: 9.0544 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.8269 loss: 1.8269 2022/06/27 03:26:06 - mmengine - INFO - Epoch(train) [137][2040/3757] lr: 1.403e-03 eta: 11:54:59 time: 0.250 data_time: 0.004 memory: 5036 grad_norm: 9.3164 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9109 loss: 1.9109 2022/06/27 03:26:08 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 03:26:11 - mmengine - INFO - Epoch(train) [137][2060/3757] lr: 1.403e-03 eta: 11:54:54 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 8.5990 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7426 loss: 1.7426 2022/06/27 03:26:16 - mmengine - INFO - Epoch(train) [137][2080/3757] lr: 1.403e-03 eta: 11:54:48 time: 0.261 data_time: 0.013 memory: 5036 grad_norm: 9.2634 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9315 loss: 1.9315 2022/06/27 03:26:22 - mmengine - INFO - Epoch(train) [137][2100/3757] lr: 1.403e-03 eta: 11:54:43 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 11.1968 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1015 loss: 2.1015 2022/06/27 03:26:27 - mmengine - INFO - Epoch(train) [137][2120/3757] lr: 1.403e-03 eta: 11:54:38 time: 0.266 data_time: 0.003 memory: 5036 grad_norm: 11.3014 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6816 loss: 1.6816 2022/06/27 03:26:32 - mmengine - INFO - Epoch(train) [137][2140/3757] lr: 1.403e-03 eta: 11:54:33 time: 0.267 data_time: 0.003 memory: 5036 grad_norm: 10.7730 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.7176 loss: 1.7176 2022/06/27 03:26:38 - mmengine - INFO - Epoch(train) [137][2160/3757] lr: 1.403e-03 eta: 11:54:27 time: 0.261 data_time: 0.012 memory: 5036 grad_norm: 11.3600 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0879 loss: 2.0879 2022/06/27 03:26:43 - mmengine - INFO - Epoch(train) [137][2180/3757] lr: 1.403e-03 eta: 11:54:22 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 10.8356 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9666 loss: 1.9666 2022/06/27 03:26:48 - mmengine - INFO - Epoch(train) [137][2200/3757] lr: 1.403e-03 eta: 11:54:17 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 9.7982 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1552 loss: 2.1552 2022/06/27 03:26:53 - mmengine - INFO - Epoch(train) [137][2220/3757] lr: 1.403e-03 eta: 11:54:12 time: 0.273 data_time: 0.006 memory: 5036 grad_norm: 8.1740 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.7761 loss: 1.7761 2022/06/27 03:26:59 - mmengine - INFO - Epoch(train) [137][2240/3757] lr: 1.403e-03 eta: 11:54:06 time: 0.254 data_time: 0.008 memory: 5036 grad_norm: 9.8496 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9508 loss: 1.9508 2022/06/27 03:27:04 - mmengine - INFO - Epoch(train) [137][2260/3757] lr: 1.403e-03 eta: 11:54:01 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 9.4202 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.6562 loss: 1.6562 2022/06/27 03:27:09 - mmengine - INFO - Epoch(train) [137][2280/3757] lr: 1.403e-03 eta: 11:53:56 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 9.0781 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8174 loss: 1.8174 2022/06/27 03:27:15 - mmengine - INFO - Epoch(train) [137][2300/3757] lr: 1.403e-03 eta: 11:53:51 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 9.8843 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7404 loss: 1.7404 2022/06/27 03:27:20 - mmengine - INFO - Epoch(train) [137][2320/3757] lr: 1.403e-03 eta: 11:53:45 time: 0.266 data_time: 0.007 memory: 5036 grad_norm: 11.8917 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1686 loss: 2.1686 2022/06/27 03:27:25 - mmengine - INFO - Epoch(train) [137][2340/3757] lr: 1.403e-03 eta: 11:53:40 time: 0.264 data_time: 0.007 memory: 5036 grad_norm: 11.6402 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1086 loss: 2.1086 2022/06/27 03:27:30 - mmengine - INFO - Epoch(train) [137][2360/3757] lr: 1.403e-03 eta: 11:53:35 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 9.3084 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5736 loss: 1.5736 2022/06/27 03:27:36 - mmengine - INFO - Epoch(train) [137][2380/3757] lr: 1.403e-03 eta: 11:53:30 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 8.7546 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.8087 loss: 1.8087 2022/06/27 03:27:41 - mmengine - INFO - Epoch(train) [137][2400/3757] lr: 1.403e-03 eta: 11:53:24 time: 0.280 data_time: 0.003 memory: 5036 grad_norm: 10.6468 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.4695 loss: 1.4695 2022/06/27 03:27:46 - mmengine - INFO - Epoch(train) [137][2420/3757] lr: 1.403e-03 eta: 11:53:19 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 12.5857 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.9699 loss: 1.9699 2022/06/27 03:27:52 - mmengine - INFO - Epoch(train) [137][2440/3757] lr: 1.403e-03 eta: 11:53:14 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 9.8813 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8419 loss: 1.8419 2022/06/27 03:27:57 - mmengine - INFO - Epoch(train) [137][2460/3757] lr: 1.403e-03 eta: 11:53:09 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 9.8156 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0677 loss: 2.0677 2022/06/27 03:28:02 - mmengine - INFO - Epoch(train) [137][2480/3757] lr: 1.403e-03 eta: 11:53:03 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 11.9731 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 1.6603 loss: 1.6603 2022/06/27 03:28:08 - mmengine - INFO - Epoch(train) [137][2500/3757] lr: 1.403e-03 eta: 11:52:58 time: 0.267 data_time: 0.018 memory: 5036 grad_norm: 9.9852 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6638 loss: 1.6638 2022/06/27 03:28:13 - mmengine - INFO - Epoch(train) [137][2520/3757] lr: 1.403e-03 eta: 11:52:53 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 11.1907 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1446 loss: 2.1446 2022/06/27 03:28:18 - mmengine - INFO - Epoch(train) [137][2540/3757] lr: 1.403e-03 eta: 11:52:48 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 9.8069 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6313 loss: 1.6313 2022/06/27 03:28:24 - mmengine - INFO - Epoch(train) [137][2560/3757] lr: 1.403e-03 eta: 11:52:42 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 9.8240 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.8775 loss: 1.8775 2022/06/27 03:28:29 - mmengine - INFO - Epoch(train) [137][2580/3757] lr: 1.403e-03 eta: 11:52:37 time: 0.258 data_time: 0.013 memory: 5036 grad_norm: 9.0752 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9038 loss: 1.9038 2022/06/27 03:28:34 - mmengine - INFO - Epoch(train) [137][2600/3757] lr: 1.403e-03 eta: 11:52:32 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 11.4944 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1605 loss: 2.1605 2022/06/27 03:28:39 - mmengine - INFO - Epoch(train) [137][2620/3757] lr: 1.403e-03 eta: 11:52:27 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 11.4344 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.8630 loss: 1.8630 2022/06/27 03:28:44 - mmengine - INFO - Epoch(train) [137][2640/3757] lr: 1.403e-03 eta: 11:52:21 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 9.7146 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1921 loss: 2.1921 2022/06/27 03:28:50 - mmengine - INFO - Epoch(train) [137][2660/3757] lr: 1.403e-03 eta: 11:52:16 time: 0.257 data_time: 0.013 memory: 5036 grad_norm: 11.6145 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.4330 loss: 2.4330 2022/06/27 03:28:55 - mmengine - INFO - Epoch(train) [137][2680/3757] lr: 1.403e-03 eta: 11:52:11 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 10.5012 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.2035 loss: 2.2035 2022/06/27 03:29:00 - mmengine - INFO - Epoch(train) [137][2700/3757] lr: 1.403e-03 eta: 11:52:06 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 9.4966 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0657 loss: 2.0657 2022/06/27 03:29:05 - mmengine - INFO - Epoch(train) [137][2720/3757] lr: 1.403e-03 eta: 11:52:00 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 11.6832 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9394 loss: 1.9394 2022/06/27 03:29:11 - mmengine - INFO - Epoch(train) [137][2740/3757] lr: 1.403e-03 eta: 11:51:55 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 11.8429 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 1.9793 loss: 1.9793 2022/06/27 03:29:16 - mmengine - INFO - Epoch(train) [137][2760/3757] lr: 1.403e-03 eta: 11:51:50 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 10.1922 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2990 loss: 2.2990 2022/06/27 03:29:21 - mmengine - INFO - Epoch(train) [137][2780/3757] lr: 1.403e-03 eta: 11:51:45 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 10.8575 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3685 loss: 1.3685 2022/06/27 03:29:27 - mmengine - INFO - Epoch(train) [137][2800/3757] lr: 1.403e-03 eta: 11:51:39 time: 0.265 data_time: 0.006 memory: 5036 grad_norm: 10.4898 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5495 loss: 1.5495 2022/06/27 03:29:32 - mmengine - INFO - Epoch(train) [137][2820/3757] lr: 1.403e-03 eta: 11:51:34 time: 0.258 data_time: 0.011 memory: 5036 grad_norm: 10.7216 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.5462 loss: 1.5462 2022/06/27 03:29:37 - mmengine - INFO - Epoch(train) [137][2840/3757] lr: 1.403e-03 eta: 11:51:29 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 9.7129 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0026 loss: 2.0026 2022/06/27 03:29:43 - mmengine - INFO - Epoch(train) [137][2860/3757] lr: 1.403e-03 eta: 11:51:24 time: 0.257 data_time: 0.010 memory: 5036 grad_norm: 10.2392 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6058 loss: 1.6058 2022/06/27 03:29:48 - mmengine - INFO - Epoch(train) [137][2880/3757] lr: 1.403e-03 eta: 11:51:18 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 9.9011 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.9785 loss: 1.9785 2022/06/27 03:29:53 - mmengine - INFO - Epoch(train) [137][2900/3757] lr: 1.403e-03 eta: 11:51:13 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 8.4001 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9507 loss: 1.9507 2022/06/27 03:29:58 - mmengine - INFO - Epoch(train) [137][2920/3757] lr: 1.403e-03 eta: 11:51:08 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 8.9380 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0382 loss: 2.0382 2022/06/27 03:30:03 - mmengine - INFO - Epoch(train) [137][2940/3757] lr: 1.403e-03 eta: 11:51:02 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 9.6284 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7906 loss: 1.7906 2022/06/27 03:30:09 - mmengine - INFO - Epoch(train) [137][2960/3757] lr: 1.403e-03 eta: 11:50:57 time: 0.250 data_time: 0.007 memory: 5036 grad_norm: 10.4475 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4291 loss: 1.4291 2022/06/27 03:30:14 - mmengine - INFO - Epoch(train) [137][2980/3757] lr: 1.403e-03 eta: 11:50:52 time: 0.265 data_time: 0.019 memory: 5036 grad_norm: 9.0130 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9522 loss: 1.9522 2022/06/27 03:30:19 - mmengine - INFO - Epoch(train) [137][3000/3757] lr: 1.403e-03 eta: 11:50:47 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 11.5607 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8325 loss: 1.8325 2022/06/27 03:30:24 - mmengine - INFO - Epoch(train) [137][3020/3757] lr: 1.403e-03 eta: 11:50:41 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 9.2291 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5013 loss: 1.5013 2022/06/27 03:30:30 - mmengine - INFO - Epoch(train) [137][3040/3757] lr: 1.403e-03 eta: 11:50:36 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 10.1417 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6821 loss: 1.6821 2022/06/27 03:30:32 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 03:30:35 - mmengine - INFO - Epoch(train) [137][3060/3757] lr: 1.403e-03 eta: 11:50:31 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 11.7408 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 1.9470 loss: 1.9470 2022/06/27 03:30:40 - mmengine - INFO - Epoch(train) [137][3080/3757] lr: 1.403e-03 eta: 11:50:26 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 10.5169 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.9202 loss: 1.9202 2022/06/27 03:30:45 - mmengine - INFO - Epoch(train) [137][3100/3757] lr: 1.403e-03 eta: 11:50:20 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 9.5662 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9371 loss: 1.9371 2022/06/27 03:30:51 - mmengine - INFO - Epoch(train) [137][3120/3757] lr: 1.403e-03 eta: 11:50:15 time: 0.273 data_time: 0.022 memory: 5036 grad_norm: 9.7746 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7047 loss: 1.7047 2022/06/27 03:30:56 - mmengine - INFO - Epoch(train) [137][3140/3757] lr: 1.403e-03 eta: 11:50:10 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 9.9152 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.1198 loss: 2.1198 2022/06/27 03:31:01 - mmengine - INFO - Epoch(train) [137][3160/3757] lr: 1.403e-03 eta: 11:50:05 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 11.5006 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.9434 loss: 1.9434 2022/06/27 03:31:06 - mmengine - INFO - Epoch(train) [137][3180/3757] lr: 1.403e-03 eta: 11:49:59 time: 0.266 data_time: 0.006 memory: 5036 grad_norm: 10.4987 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.2996 loss: 2.2996 2022/06/27 03:31:12 - mmengine - INFO - Epoch(train) [137][3200/3757] lr: 1.403e-03 eta: 11:49:54 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 9.5362 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0006 loss: 2.0006 2022/06/27 03:31:17 - mmengine - INFO - Epoch(train) [137][3220/3757] lr: 1.403e-03 eta: 11:49:49 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 12.4835 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.5241 loss: 1.5241 2022/06/27 03:31:22 - mmengine - INFO - Epoch(train) [137][3240/3757] lr: 1.403e-03 eta: 11:49:44 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 12.5470 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.9169 loss: 1.9169 2022/06/27 03:31:28 - mmengine - INFO - Epoch(train) [137][3260/3757] lr: 1.403e-03 eta: 11:49:38 time: 0.254 data_time: 0.004 memory: 5036 grad_norm: 11.6239 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2121 loss: 2.2121 2022/06/27 03:31:33 - mmengine - INFO - Epoch(train) [137][3280/3757] lr: 1.403e-03 eta: 11:49:33 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 9.9159 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.9441 loss: 1.9441 2022/06/27 03:31:38 - mmengine - INFO - Epoch(train) [137][3300/3757] lr: 1.403e-03 eta: 11:49:28 time: 0.268 data_time: 0.003 memory: 5036 grad_norm: 11.7389 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.6458 loss: 1.6458 2022/06/27 03:31:44 - mmengine - INFO - Epoch(train) [137][3320/3757] lr: 1.403e-03 eta: 11:49:23 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 11.9508 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0325 loss: 2.0325 2022/06/27 03:31:49 - mmengine - INFO - Epoch(train) [137][3340/3757] lr: 1.403e-03 eta: 11:49:17 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 10.0508 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.2245 loss: 2.2245 2022/06/27 03:31:54 - mmengine - INFO - Epoch(train) [137][3360/3757] lr: 1.403e-03 eta: 11:49:12 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 11.0189 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4415 loss: 2.4415 2022/06/27 03:32:00 - mmengine - INFO - Epoch(train) [137][3380/3757] lr: 1.403e-03 eta: 11:49:07 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 8.8616 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7551 loss: 1.7551 2022/06/27 03:32:05 - mmengine - INFO - Epoch(train) [137][3400/3757] lr: 1.403e-03 eta: 11:49:02 time: 0.258 data_time: 0.012 memory: 5036 grad_norm: 10.5966 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.2328 loss: 2.2328 2022/06/27 03:32:10 - mmengine - INFO - Epoch(train) [137][3420/3757] lr: 1.403e-03 eta: 11:48:56 time: 0.255 data_time: 0.010 memory: 5036 grad_norm: 9.8691 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2313 loss: 2.2313 2022/06/27 03:32:15 - mmengine - INFO - Epoch(train) [137][3440/3757] lr: 1.403e-03 eta: 11:48:51 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 9.9780 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.6677 loss: 1.6677 2022/06/27 03:32:20 - mmengine - INFO - Epoch(train) [137][3460/3757] lr: 1.403e-03 eta: 11:48:46 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 9.8413 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.9671 loss: 1.9671 2022/06/27 03:32:26 - mmengine - INFO - Epoch(train) [137][3480/3757] lr: 1.403e-03 eta: 11:48:40 time: 0.267 data_time: 0.003 memory: 5036 grad_norm: 9.4165 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6910 loss: 1.6910 2022/06/27 03:32:31 - mmengine - INFO - Epoch(train) [137][3500/3757] lr: 1.403e-03 eta: 11:48:35 time: 0.275 data_time: 0.021 memory: 5036 grad_norm: 10.6172 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7045 loss: 1.7045 2022/06/27 03:32:36 - mmengine - INFO - Epoch(train) [137][3520/3757] lr: 1.403e-03 eta: 11:48:30 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 8.6716 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3395 loss: 2.3395 2022/06/27 03:32:41 - mmengine - INFO - Epoch(train) [137][3540/3757] lr: 1.403e-03 eta: 11:48:25 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 9.8857 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4179 loss: 2.4179 2022/06/27 03:32:47 - mmengine - INFO - Epoch(train) [137][3560/3757] lr: 1.403e-03 eta: 11:48:19 time: 0.256 data_time: 0.014 memory: 5036 grad_norm: 11.5377 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9589 loss: 1.9589 2022/06/27 03:32:52 - mmengine - INFO - Epoch(train) [137][3580/3757] lr: 1.403e-03 eta: 11:48:14 time: 0.264 data_time: 0.007 memory: 5036 grad_norm: 12.2516 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1824 loss: 2.1824 2022/06/27 03:32:57 - mmengine - INFO - Epoch(train) [137][3600/3757] lr: 1.403e-03 eta: 11:48:09 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 11.1205 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.3971 loss: 2.3971 2022/06/27 03:33:02 - mmengine - INFO - Epoch(train) [137][3620/3757] lr: 1.403e-03 eta: 11:48:04 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 12.2831 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.3783 loss: 2.3783 2022/06/27 03:33:08 - mmengine - INFO - Epoch(train) [137][3640/3757] lr: 1.403e-03 eta: 11:47:58 time: 0.272 data_time: 0.019 memory: 5036 grad_norm: 11.0373 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.5704 loss: 1.5704 2022/06/27 03:33:13 - mmengine - INFO - Epoch(train) [137][3660/3757] lr: 1.403e-03 eta: 11:47:53 time: 0.259 data_time: 0.012 memory: 5036 grad_norm: 8.2931 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5772 loss: 1.5772 2022/06/27 03:33:18 - mmengine - INFO - Epoch(train) [137][3680/3757] lr: 1.403e-03 eta: 11:47:48 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 10.5604 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5517 loss: 1.5517 2022/06/27 03:33:23 - mmengine - INFO - Epoch(train) [137][3700/3757] lr: 1.403e-03 eta: 11:47:43 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 10.7208 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9469 loss: 1.9469 2022/06/27 03:33:29 - mmengine - INFO - Epoch(train) [137][3720/3757] lr: 1.403e-03 eta: 11:47:37 time: 0.258 data_time: 0.010 memory: 5036 grad_norm: 11.6016 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8537 loss: 1.8537 2022/06/27 03:33:34 - mmengine - INFO - Epoch(train) [137][3740/3757] lr: 1.403e-03 eta: 11:47:32 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 10.4342 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.9031 loss: 1.9031 2022/06/27 03:33:38 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 03:33:38 - mmengine - INFO - Saving checkpoint at 137 epochs 2022/06/27 03:33:51 - mmengine - INFO - Epoch(val) [137][20/310] eta: 0:01:43 time: 0.107 data_time: 0.005 memory: 5036 2022/06/27 03:33:55 - mmengine - INFO - Epoch(val) [137][40/310] eta: 0:01:34 time: 0.103 data_time: 0.002 memory: 1723 2022/06/27 03:34:00 - mmengine - INFO - Epoch(val) [137][60/310] eta: 0:00:29 time: 0.105 data_time: 0.002 memory: 1723 2022/06/27 03:34:05 - mmengine - INFO - Epoch(val) [137][80/310] eta: 0:00:24 time: 0.103 data_time: 0.001 memory: 1723 2022/06/27 03:34:11 - mmengine - INFO - Epoch(val) [137][100/310] eta: 0:01:10 time: 0.114 data_time: 0.008 memory: 1723 2022/06/27 03:34:17 - mmengine - INFO - Epoch(val) [137][120/310] eta: 0:01:06 time: 0.378 data_time: 0.276 memory: 1723 2022/06/27 03:34:21 - mmengine - INFO - Epoch(val) [137][140/310] eta: 0:00:26 time: 0.109 data_time: 0.002 memory: 1723 2022/06/27 03:34:26 - mmengine - INFO - Epoch(val) [137][160/310] eta: 0:00:19 time: 0.103 data_time: 0.002 memory: 1723 2022/06/27 03:34:33 - mmengine - INFO - Epoch(val) [137][180/310] eta: 0:00:43 time: 0.254 data_time: 0.153 memory: 1723 2022/06/27 03:34:37 - mmengine - INFO - Epoch(val) [137][200/310] eta: 0:00:36 time: 0.135 data_time: 0.034 memory: 1723 2022/06/27 03:34:42 - mmengine - INFO - Epoch(val) [137][220/310] eta: 0:00:13 time: 0.103 data_time: 0.002 memory: 1723 2022/06/27 03:34:47 - mmengine - INFO - Epoch(val) [137][240/310] eta: 0:00:08 time: 0.108 data_time: 0.002 memory: 1723 2022/06/27 03:34:54 - mmengine - INFO - Epoch(val) [137][260/310] eta: 0:00:17 time: 0.112 data_time: 0.004 memory: 1723 2022/06/27 03:34:58 - mmengine - INFO - Epoch(val) [137][280/310] eta: 0:00:09 time: 0.103 data_time: 0.001 memory: 1723 2022/06/27 03:35:00 - mmengine - INFO - Epoch(val) [137][300/310] eta: 0:00:01 time: 0.105 data_time: 0.001 memory: 1723 2022/06/27 03:35:03 - mmengine - INFO - Epoch(val) [137][310/310] acc/top1: 0.5891 acc/top5: 0.8118 acc/mean1: 0.5890 2022/06/27 03:35:12 - mmengine - INFO - Epoch(train) [138][20/3757] lr: 1.343e-03 eta: 11:47:23 time: 0.266 data_time: 0.003 memory: 5036 grad_norm: 10.2233 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 1.9171 loss: 1.9171 2022/06/27 03:35:18 - mmengine - INFO - Epoch(train) [138][40/3757] lr: 1.343e-03 eta: 11:47:18 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 9.9360 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8325 loss: 1.8325 2022/06/27 03:35:23 - mmengine - INFO - Epoch(train) [138][60/3757] lr: 1.343e-03 eta: 11:47:13 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 10.3685 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0672 loss: 2.0672 2022/06/27 03:35:29 - mmengine - INFO - Epoch(train) [138][80/3757] lr: 1.343e-03 eta: 11:47:07 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 11.3954 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0493 loss: 2.0493 2022/06/27 03:35:34 - mmengine - INFO - Epoch(train) [138][100/3757] lr: 1.343e-03 eta: 11:47:02 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 10.4733 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.1244 loss: 2.1244 2022/06/27 03:35:39 - mmengine - INFO - Epoch(train) [138][120/3757] lr: 1.343e-03 eta: 11:46:57 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 10.7221 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0728 loss: 2.0728 2022/06/27 03:35:45 - mmengine - INFO - Epoch(train) [138][140/3757] lr: 1.343e-03 eta: 11:46:52 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 10.9580 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6227 loss: 1.6227 2022/06/27 03:35:50 - mmengine - INFO - Epoch(train) [138][160/3757] lr: 1.343e-03 eta: 11:46:46 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 8.9628 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1529 loss: 2.1529 2022/06/27 03:35:55 - mmengine - INFO - Epoch(train) [138][180/3757] lr: 1.343e-03 eta: 11:46:41 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 12.7910 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8998 loss: 1.8998 2022/06/27 03:36:01 - mmengine - INFO - Epoch(train) [138][200/3757] lr: 1.343e-03 eta: 11:46:36 time: 0.270 data_time: 0.003 memory: 5036 grad_norm: 8.6261 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0320 loss: 2.0320 2022/06/27 03:36:06 - mmengine - INFO - Epoch(train) [138][220/3757] lr: 1.343e-03 eta: 11:46:31 time: 0.254 data_time: 0.004 memory: 5036 grad_norm: 9.3824 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6587 loss: 1.6587 2022/06/27 03:36:11 - mmengine - INFO - Epoch(train) [138][240/3757] lr: 1.343e-03 eta: 11:46:26 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 8.6289 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.2480 loss: 1.2480 2022/06/27 03:36:17 - mmengine - INFO - Epoch(train) [138][260/3757] lr: 1.343e-03 eta: 11:46:20 time: 0.271 data_time: 0.003 memory: 5036 grad_norm: 11.0465 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.7382 loss: 1.7382 2022/06/27 03:36:22 - mmengine - INFO - Epoch(train) [138][280/3757] lr: 1.343e-03 eta: 11:46:15 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 10.7186 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9891 loss: 1.9891 2022/06/27 03:36:25 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 03:36:27 - mmengine - INFO - Epoch(train) [138][300/3757] lr: 1.343e-03 eta: 11:46:10 time: 0.269 data_time: 0.006 memory: 5036 grad_norm: 10.2455 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7602 loss: 1.7602 2022/06/27 03:36:33 - mmengine - INFO - Epoch(train) [138][320/3757] lr: 1.343e-03 eta: 11:46:05 time: 0.266 data_time: 0.006 memory: 5036 grad_norm: 10.8584 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3131 loss: 2.3131 2022/06/27 03:36:38 - mmengine - INFO - Epoch(train) [138][340/3757] lr: 1.343e-03 eta: 11:45:59 time: 0.262 data_time: 0.004 memory: 5036 grad_norm: 9.7557 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7161 loss: 1.7161 2022/06/27 03:36:43 - mmengine - INFO - Epoch(train) [138][360/3757] lr: 1.343e-03 eta: 11:45:54 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 10.1153 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8677 loss: 1.8677 2022/06/27 03:36:49 - mmengine - INFO - Epoch(train) [138][380/3757] lr: 1.343e-03 eta: 11:45:49 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 10.0568 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.2374 loss: 2.2374 2022/06/27 03:36:54 - mmengine - INFO - Epoch(train) [138][400/3757] lr: 1.343e-03 eta: 11:45:44 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 10.5590 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9221 loss: 1.9221 2022/06/27 03:36:59 - mmengine - INFO - Epoch(train) [138][420/3757] lr: 1.343e-03 eta: 11:45:38 time: 0.266 data_time: 0.003 memory: 5036 grad_norm: 10.0725 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7120 loss: 1.7120 2022/06/27 03:37:05 - mmengine - INFO - Epoch(train) [138][440/3757] lr: 1.343e-03 eta: 11:45:33 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 10.4571 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8767 loss: 1.8767 2022/06/27 03:37:10 - mmengine - INFO - Epoch(train) [138][460/3757] lr: 1.343e-03 eta: 11:45:28 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 11.0823 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.8584 loss: 1.8584 2022/06/27 03:37:15 - mmengine - INFO - Epoch(train) [138][480/3757] lr: 1.343e-03 eta: 11:45:23 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 10.9959 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9093 loss: 1.9093 2022/06/27 03:37:21 - mmengine - INFO - Epoch(train) [138][500/3757] lr: 1.343e-03 eta: 11:45:17 time: 0.264 data_time: 0.007 memory: 5036 grad_norm: 8.5566 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2653 loss: 2.2653 2022/06/27 03:37:26 - mmengine - INFO - Epoch(train) [138][520/3757] lr: 1.343e-03 eta: 11:45:12 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 10.6931 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0019 loss: 2.0019 2022/06/27 03:37:31 - mmengine - INFO - Epoch(train) [138][540/3757] lr: 1.343e-03 eta: 11:45:07 time: 0.259 data_time: 0.012 memory: 5036 grad_norm: 10.9386 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9873 loss: 1.9873 2022/06/27 03:37:37 - mmengine - INFO - Epoch(train) [138][560/3757] lr: 1.343e-03 eta: 11:45:02 time: 0.265 data_time: 0.009 memory: 5036 grad_norm: 10.3896 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0344 loss: 2.0344 2022/06/27 03:37:42 - mmengine - INFO - Epoch(train) [138][580/3757] lr: 1.343e-03 eta: 11:44:56 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 10.2524 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.7203 loss: 1.7203 2022/06/27 03:37:47 - mmengine - INFO - Epoch(train) [138][600/3757] lr: 1.343e-03 eta: 11:44:51 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 10.9197 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6827 loss: 1.6827 2022/06/27 03:37:53 - mmengine - INFO - Epoch(train) [138][620/3757] lr: 1.343e-03 eta: 11:44:46 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 10.0555 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9047 loss: 1.9047 2022/06/27 03:37:58 - mmengine - INFO - Epoch(train) [138][640/3757] lr: 1.343e-03 eta: 11:44:41 time: 0.251 data_time: 0.009 memory: 5036 grad_norm: 10.6327 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4996 loss: 1.4996 2022/06/27 03:38:03 - mmengine - INFO - Epoch(train) [138][660/3757] lr: 1.343e-03 eta: 11:44:35 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 10.5523 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2259 loss: 2.2259 2022/06/27 03:38:08 - mmengine - INFO - Epoch(train) [138][680/3757] lr: 1.343e-03 eta: 11:44:30 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 11.0222 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7995 loss: 1.7995 2022/06/27 03:38:14 - mmengine - INFO - Epoch(train) [138][700/3757] lr: 1.343e-03 eta: 11:44:25 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 9.7889 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9165 loss: 1.9165 2022/06/27 03:38:19 - mmengine - INFO - Epoch(train) [138][720/3757] lr: 1.343e-03 eta: 11:44:20 time: 0.271 data_time: 0.006 memory: 5036 grad_norm: 11.1095 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.7701 loss: 1.7701 2022/06/27 03:38:24 - mmengine - INFO - Epoch(train) [138][740/3757] lr: 1.343e-03 eta: 11:44:14 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 12.9962 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7583 loss: 1.7583 2022/06/27 03:38:30 - mmengine - INFO - Epoch(train) [138][760/3757] lr: 1.343e-03 eta: 11:44:09 time: 0.253 data_time: 0.008 memory: 5036 grad_norm: 10.2669 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1008 loss: 2.1008 2022/06/27 03:38:35 - mmengine - INFO - Epoch(train) [138][780/3757] lr: 1.343e-03 eta: 11:44:04 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 12.2438 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2754 loss: 2.2754 2022/06/27 03:38:40 - mmengine - INFO - Epoch(train) [138][800/3757] lr: 1.343e-03 eta: 11:43:59 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 10.4314 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.0430 loss: 2.0430 2022/06/27 03:38:45 - mmengine - INFO - Epoch(train) [138][820/3757] lr: 1.343e-03 eta: 11:43:53 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 10.2859 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9475 loss: 1.9475 2022/06/27 03:38:50 - mmengine - INFO - Epoch(train) [138][840/3757] lr: 1.343e-03 eta: 11:43:48 time: 0.253 data_time: 0.011 memory: 5036 grad_norm: 10.8211 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3703 loss: 1.3703 2022/06/27 03:38:56 - mmengine - INFO - Epoch(train) [138][860/3757] lr: 1.343e-03 eta: 11:43:43 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 10.1719 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8913 loss: 1.8913 2022/06/27 03:39:01 - mmengine - INFO - Epoch(train) [138][880/3757] lr: 1.343e-03 eta: 11:43:38 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 10.6598 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2184 loss: 2.2184 2022/06/27 03:39:06 - mmengine - INFO - Epoch(train) [138][900/3757] lr: 1.343e-03 eta: 11:43:32 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 11.5899 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1505 loss: 2.1505 2022/06/27 03:39:12 - mmengine - INFO - Epoch(train) [138][920/3757] lr: 1.343e-03 eta: 11:43:27 time: 0.386 data_time: 0.134 memory: 5036 grad_norm: 11.1187 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2904 loss: 2.2904 2022/06/27 03:39:17 - mmengine - INFO - Epoch(train) [138][940/3757] lr: 1.343e-03 eta: 11:43:22 time: 0.251 data_time: 0.007 memory: 5036 grad_norm: 11.2710 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4652 loss: 1.4652 2022/06/27 03:39:22 - mmengine - INFO - Epoch(train) [138][960/3757] lr: 1.343e-03 eta: 11:43:17 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 10.5914 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8963 loss: 1.8963 2022/06/27 03:39:27 - mmengine - INFO - Epoch(train) [138][980/3757] lr: 1.343e-03 eta: 11:43:11 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 11.0386 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8937 loss: 1.8937 2022/06/27 03:39:32 - mmengine - INFO - Epoch(train) [138][1000/3757] lr: 1.343e-03 eta: 11:43:06 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 10.1662 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9000 loss: 1.9000 2022/06/27 03:39:38 - mmengine - INFO - Epoch(train) [138][1020/3757] lr: 1.343e-03 eta: 11:43:01 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 10.5400 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8788 loss: 1.8788 2022/06/27 03:39:43 - mmengine - INFO - Epoch(train) [138][1040/3757] lr: 1.343e-03 eta: 11:42:55 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 9.0370 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9901 loss: 1.9901 2022/06/27 03:39:48 - mmengine - INFO - Epoch(train) [138][1060/3757] lr: 1.343e-03 eta: 11:42:50 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 8.5820 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.7989 loss: 1.7989 2022/06/27 03:39:53 - mmengine - INFO - Epoch(train) [138][1080/3757] lr: 1.343e-03 eta: 11:42:45 time: 0.250 data_time: 0.007 memory: 5036 grad_norm: 11.4370 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2299 loss: 2.2299 2022/06/27 03:39:59 - mmengine - INFO - Epoch(train) [138][1100/3757] lr: 1.343e-03 eta: 11:42:40 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 8.9140 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2789 loss: 2.2789 2022/06/27 03:40:04 - mmengine - INFO - Epoch(train) [138][1120/3757] lr: 1.343e-03 eta: 11:42:34 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 12.0100 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8018 loss: 1.8018 2022/06/27 03:40:09 - mmengine - INFO - Epoch(train) [138][1140/3757] lr: 1.343e-03 eta: 11:42:29 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 8.4533 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8286 loss: 1.8286 2022/06/27 03:40:14 - mmengine - INFO - Epoch(train) [138][1160/3757] lr: 1.343e-03 eta: 11:42:24 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 12.3307 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1753 loss: 2.1753 2022/06/27 03:40:19 - mmengine - INFO - Epoch(train) [138][1180/3757] lr: 1.343e-03 eta: 11:42:19 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 9.2377 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.8261 loss: 1.8261 2022/06/27 03:40:25 - mmengine - INFO - Epoch(train) [138][1200/3757] lr: 1.343e-03 eta: 11:42:13 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 11.3140 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7870 loss: 1.7870 2022/06/27 03:40:30 - mmengine - INFO - Epoch(train) [138][1220/3757] lr: 1.343e-03 eta: 11:42:08 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 9.4235 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9697 loss: 1.9697 2022/06/27 03:40:35 - mmengine - INFO - Epoch(train) [138][1240/3757] lr: 1.343e-03 eta: 11:42:03 time: 0.255 data_time: 0.010 memory: 5036 grad_norm: 10.3560 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6551 loss: 1.6551 2022/06/27 03:40:41 - mmengine - INFO - Epoch(train) [138][1260/3757] lr: 1.343e-03 eta: 11:41:58 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 7.8244 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8843 loss: 1.8843 2022/06/27 03:40:46 - mmengine - INFO - Epoch(train) [138][1280/3757] lr: 1.343e-03 eta: 11:41:52 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 9.1163 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8827 loss: 1.8827 2022/06/27 03:40:49 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 03:40:51 - mmengine - INFO - Epoch(train) [138][1300/3757] lr: 1.343e-03 eta: 11:41:47 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 12.3788 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9668 loss: 1.9668 2022/06/27 03:40:56 - mmengine - INFO - Epoch(train) [138][1320/3757] lr: 1.343e-03 eta: 11:41:42 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 12.2111 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.3602 loss: 2.3602 2022/06/27 03:41:02 - mmengine - INFO - Epoch(train) [138][1340/3757] lr: 1.343e-03 eta: 11:41:36 time: 0.280 data_time: 0.011 memory: 5036 grad_norm: 10.7700 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.5236 loss: 1.5236 2022/06/27 03:41:07 - mmengine - INFO - Epoch(train) [138][1360/3757] lr: 1.343e-03 eta: 11:41:31 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 10.4075 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8953 loss: 1.8953 2022/06/27 03:41:12 - mmengine - INFO - Epoch(train) [138][1380/3757] lr: 1.343e-03 eta: 11:41:26 time: 0.269 data_time: 0.006 memory: 5036 grad_norm: 10.8332 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8170 loss: 1.8170 2022/06/27 03:41:17 - mmengine - INFO - Epoch(train) [138][1400/3757] lr: 1.343e-03 eta: 11:41:21 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 10.6529 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.1325 loss: 2.1325 2022/06/27 03:41:23 - mmengine - INFO - Epoch(train) [138][1420/3757] lr: 1.343e-03 eta: 11:41:15 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 11.4001 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1208 loss: 2.1208 2022/06/27 03:41:28 - mmengine - INFO - Epoch(train) [138][1440/3757] lr: 1.343e-03 eta: 11:41:10 time: 0.255 data_time: 0.008 memory: 5036 grad_norm: 11.3223 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9861 loss: 1.9861 2022/06/27 03:41:33 - mmengine - INFO - Epoch(train) [138][1460/3757] lr: 1.343e-03 eta: 11:41:05 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 10.6746 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3851 loss: 1.3851 2022/06/27 03:41:38 - mmengine - INFO - Epoch(train) [138][1480/3757] lr: 1.343e-03 eta: 11:41:00 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 10.9461 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8378 loss: 1.8378 2022/06/27 03:41:44 - mmengine - INFO - Epoch(train) [138][1500/3757] lr: 1.343e-03 eta: 11:40:54 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 9.5498 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.5368 loss: 1.5368 2022/06/27 03:41:49 - mmengine - INFO - Epoch(train) [138][1520/3757] lr: 1.343e-03 eta: 11:40:49 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 9.4938 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8275 loss: 1.8275 2022/06/27 03:41:54 - mmengine - INFO - Epoch(train) [138][1540/3757] lr: 1.343e-03 eta: 11:40:44 time: 0.249 data_time: 0.007 memory: 5036 grad_norm: 12.8017 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5614 loss: 1.5614 2022/06/27 03:41:59 - mmengine - INFO - Epoch(train) [138][1560/3757] lr: 1.343e-03 eta: 11:40:39 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 10.0064 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8692 loss: 1.8692 2022/06/27 03:42:05 - mmengine - INFO - Epoch(train) [138][1580/3757] lr: 1.343e-03 eta: 11:40:33 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 11.1442 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7176 loss: 1.7176 2022/06/27 03:42:10 - mmengine - INFO - Epoch(train) [138][1600/3757] lr: 1.343e-03 eta: 11:40:28 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 10.8748 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6772 loss: 1.6772 2022/06/27 03:42:15 - mmengine - INFO - Epoch(train) [138][1620/3757] lr: 1.343e-03 eta: 11:40:23 time: 0.266 data_time: 0.012 memory: 5036 grad_norm: 10.8173 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7075 loss: 1.7075 2022/06/27 03:42:20 - mmengine - INFO - Epoch(train) [138][1640/3757] lr: 1.343e-03 eta: 11:40:17 time: 0.250 data_time: 0.009 memory: 5036 grad_norm: 9.9405 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.8816 loss: 1.8816 2022/06/27 03:42:26 - mmengine - INFO - Epoch(train) [138][1660/3757] lr: 1.343e-03 eta: 11:40:12 time: 0.248 data_time: 0.007 memory: 5036 grad_norm: 10.4756 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.7440 loss: 1.7440 2022/06/27 03:42:31 - mmengine - INFO - Epoch(train) [138][1680/3757] lr: 1.343e-03 eta: 11:40:07 time: 0.258 data_time: 0.010 memory: 5036 grad_norm: 10.0887 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1918 loss: 2.1918 2022/06/27 03:42:36 - mmengine - INFO - Epoch(train) [138][1700/3757] lr: 1.343e-03 eta: 11:40:02 time: 0.254 data_time: 0.008 memory: 5036 grad_norm: 11.8222 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.0056 loss: 2.0056 2022/06/27 03:42:41 - mmengine - INFO - Epoch(train) [138][1720/3757] lr: 1.343e-03 eta: 11:39:56 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 10.4093 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.1223 loss: 2.1223 2022/06/27 03:42:46 - mmengine - INFO - Epoch(train) [138][1740/3757] lr: 1.343e-03 eta: 11:39:51 time: 0.258 data_time: 0.012 memory: 5036 grad_norm: 11.0560 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5473 loss: 1.5473 2022/06/27 03:42:52 - mmengine - INFO - Epoch(train) [138][1760/3757] lr: 1.343e-03 eta: 11:39:46 time: 0.539 data_time: 0.006 memory: 5036 grad_norm: 10.1738 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7450 loss: 1.7450 2022/06/27 03:42:57 - mmengine - INFO - Epoch(train) [138][1780/3757] lr: 1.343e-03 eta: 11:39:41 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 10.8926 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.4863 loss: 1.4863 2022/06/27 03:43:02 - mmengine - INFO - Epoch(train) [138][1800/3757] lr: 1.343e-03 eta: 11:39:35 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 10.9537 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.0998 loss: 2.0998 2022/06/27 03:43:08 - mmengine - INFO - Epoch(train) [138][1820/3757] lr: 1.343e-03 eta: 11:39:30 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 10.9414 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4550 loss: 1.4550 2022/06/27 03:43:13 - mmengine - INFO - Epoch(train) [138][1840/3757] lr: 1.343e-03 eta: 11:39:25 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 11.2263 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1343 loss: 2.1343 2022/06/27 03:43:18 - mmengine - INFO - Epoch(train) [138][1860/3757] lr: 1.343e-03 eta: 11:39:20 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 11.1783 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.2034 loss: 2.2034 2022/06/27 03:43:23 - mmengine - INFO - Epoch(train) [138][1880/3757] lr: 1.343e-03 eta: 11:39:14 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 10.4929 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.0656 loss: 2.0656 2022/06/27 03:43:29 - mmengine - INFO - Epoch(train) [138][1900/3757] lr: 1.343e-03 eta: 11:39:09 time: 0.257 data_time: 0.008 memory: 5036 grad_norm: 10.4926 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.1064 loss: 2.1064 2022/06/27 03:43:34 - mmengine - INFO - Epoch(train) [138][1920/3757] lr: 1.343e-03 eta: 11:39:04 time: 0.253 data_time: 0.004 memory: 5036 grad_norm: 8.9909 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.1509 loss: 2.1509 2022/06/27 03:43:39 - mmengine - INFO - Epoch(train) [138][1940/3757] lr: 1.343e-03 eta: 11:38:59 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 11.5936 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.5215 loss: 2.5215 2022/06/27 03:43:44 - mmengine - INFO - Epoch(train) [138][1960/3757] lr: 1.343e-03 eta: 11:38:53 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 10.8634 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.6614 loss: 1.6614 2022/06/27 03:43:50 - mmengine - INFO - Epoch(train) [138][1980/3757] lr: 1.343e-03 eta: 11:38:48 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 10.1214 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.9116 loss: 1.9116 2022/06/27 03:43:55 - mmengine - INFO - Epoch(train) [138][2000/3757] lr: 1.343e-03 eta: 11:38:43 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 10.5154 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.8367 loss: 1.8367 2022/06/27 03:44:00 - mmengine - INFO - Epoch(train) [138][2020/3757] lr: 1.343e-03 eta: 11:38:37 time: 0.254 data_time: 0.008 memory: 5036 grad_norm: 10.1086 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.6397 loss: 1.6397 2022/06/27 03:44:05 - mmengine - INFO - Epoch(train) [138][2040/3757] lr: 1.343e-03 eta: 11:38:32 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 8.5611 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.7952 loss: 1.7952 2022/06/27 03:44:10 - mmengine - INFO - Epoch(train) [138][2060/3757] lr: 1.343e-03 eta: 11:38:27 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 9.0947 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7595 loss: 1.7595 2022/06/27 03:44:16 - mmengine - INFO - Epoch(train) [138][2080/3757] lr: 1.343e-03 eta: 11:38:22 time: 0.254 data_time: 0.010 memory: 5036 grad_norm: 7.5420 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7736 loss: 1.7736 2022/06/27 03:44:21 - mmengine - INFO - Epoch(train) [138][2100/3757] lr: 1.343e-03 eta: 11:38:16 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 9.0304 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.9646 loss: 1.9646 2022/06/27 03:44:26 - mmengine - INFO - Epoch(train) [138][2120/3757] lr: 1.343e-03 eta: 11:38:11 time: 0.273 data_time: 0.007 memory: 5036 grad_norm: 10.2686 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.0019 loss: 2.0019 2022/06/27 03:44:32 - mmengine - INFO - Epoch(train) [138][2140/3757] lr: 1.343e-03 eta: 11:38:06 time: 0.273 data_time: 0.009 memory: 5036 grad_norm: 9.1512 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.2736 loss: 2.2736 2022/06/27 03:44:37 - mmengine - INFO - Epoch(train) [138][2160/3757] lr: 1.343e-03 eta: 11:38:01 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 8.8252 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8268 loss: 1.8268 2022/06/27 03:44:42 - mmengine - INFO - Epoch(train) [138][2180/3757] lr: 1.343e-03 eta: 11:37:55 time: 0.283 data_time: 0.030 memory: 5036 grad_norm: 9.1904 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8834 loss: 1.8834 2022/06/27 03:44:47 - mmengine - INFO - Epoch(train) [138][2200/3757] lr: 1.343e-03 eta: 11:37:50 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 11.2909 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.8079 loss: 1.8079 2022/06/27 03:44:53 - mmengine - INFO - Epoch(train) [138][2220/3757] lr: 1.343e-03 eta: 11:37:45 time: 0.253 data_time: 0.004 memory: 5036 grad_norm: 9.9558 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.9994 loss: 1.9994 2022/06/27 03:44:58 - mmengine - INFO - Epoch(train) [138][2240/3757] lr: 1.343e-03 eta: 11:37:40 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 9.2582 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8663 loss: 1.8663 2022/06/27 03:45:03 - mmengine - INFO - Epoch(train) [138][2260/3757] lr: 1.343e-03 eta: 11:37:34 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 12.6953 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.5633 loss: 1.5633 2022/06/27 03:45:08 - mmengine - INFO - Epoch(train) [138][2280/3757] lr: 1.343e-03 eta: 11:37:29 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 9.2987 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.3219 loss: 1.3219 2022/06/27 03:45:11 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 03:45:14 - mmengine - INFO - Epoch(train) [138][2300/3757] lr: 1.343e-03 eta: 11:37:24 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 9.5270 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8677 loss: 1.8677 2022/06/27 03:45:19 - mmengine - INFO - Epoch(train) [138][2320/3757] lr: 1.343e-03 eta: 11:37:19 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 7.9581 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.2327 loss: 2.2327 2022/06/27 03:45:24 - mmengine - INFO - Epoch(train) [138][2340/3757] lr: 1.343e-03 eta: 11:37:13 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 9.6650 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9818 loss: 1.9818 2022/06/27 03:45:29 - mmengine - INFO - Epoch(train) [138][2360/3757] lr: 1.343e-03 eta: 11:37:08 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 10.9088 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.1686 loss: 2.1686 2022/06/27 03:45:35 - mmengine - INFO - Epoch(train) [138][2380/3757] lr: 1.343e-03 eta: 11:37:03 time: 0.251 data_time: 0.007 memory: 5036 grad_norm: 10.1510 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8854 loss: 1.8854 2022/06/27 03:45:40 - mmengine - INFO - Epoch(train) [138][2400/3757] lr: 1.343e-03 eta: 11:36:58 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 10.7048 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.7746 loss: 1.7746 2022/06/27 03:45:45 - mmengine - INFO - Epoch(train) [138][2420/3757] lr: 1.343e-03 eta: 11:36:52 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 9.8903 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8831 loss: 1.8831 2022/06/27 03:45:51 - mmengine - INFO - Epoch(train) [138][2440/3757] lr: 1.343e-03 eta: 11:36:47 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 10.5628 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.5747 loss: 1.5747 2022/06/27 03:45:56 - mmengine - INFO - Epoch(train) [138][2460/3757] lr: 1.343e-03 eta: 11:36:42 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 12.3875 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.8362 loss: 1.8362 2022/06/27 03:46:01 - mmengine - INFO - Epoch(train) [138][2480/3757] lr: 1.343e-03 eta: 11:36:37 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 11.6217 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.8458 loss: 1.8458 2022/06/27 03:46:07 - mmengine - INFO - Epoch(train) [138][2500/3757] lr: 1.343e-03 eta: 11:36:31 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 10.1917 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.9837 loss: 1.9837 2022/06/27 03:46:12 - mmengine - INFO - Epoch(train) [138][2520/3757] lr: 1.343e-03 eta: 11:36:26 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 10.1243 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1293 loss: 2.1293 2022/06/27 03:46:17 - mmengine - INFO - Epoch(train) [138][2540/3757] lr: 1.343e-03 eta: 11:36:21 time: 0.261 data_time: 0.010 memory: 5036 grad_norm: 10.9196 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4300 loss: 1.4300 2022/06/27 03:46:22 - mmengine - INFO - Epoch(train) [138][2560/3757] lr: 1.343e-03 eta: 11:36:15 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 10.0705 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.6708 loss: 1.6708 2022/06/27 03:46:27 - mmengine - INFO - Epoch(train) [138][2580/3757] lr: 1.343e-03 eta: 11:36:10 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 10.7494 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6135 loss: 1.6135 2022/06/27 03:46:33 - mmengine - INFO - Epoch(train) [138][2600/3757] lr: 1.343e-03 eta: 11:36:05 time: 0.266 data_time: 0.003 memory: 5036 grad_norm: 12.9698 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0858 loss: 2.0858 2022/06/27 03:46:38 - mmengine - INFO - Epoch(train) [138][2620/3757] lr: 1.343e-03 eta: 11:36:00 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 9.9764 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8218 loss: 1.8218 2022/06/27 03:46:43 - mmengine - INFO - Epoch(train) [138][2640/3757] lr: 1.343e-03 eta: 11:35:54 time: 0.257 data_time: 0.013 memory: 5036 grad_norm: 8.8176 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9094 loss: 1.9094 2022/06/27 03:46:49 - mmengine - INFO - Epoch(train) [138][2660/3757] lr: 1.343e-03 eta: 11:35:49 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 12.0139 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.7098 loss: 1.7098 2022/06/27 03:46:54 - mmengine - INFO - Epoch(train) [138][2680/3757] lr: 1.343e-03 eta: 11:35:44 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 11.1205 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4836 loss: 1.4836 2022/06/27 03:46:59 - mmengine - INFO - Epoch(train) [138][2700/3757] lr: 1.343e-03 eta: 11:35:39 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 11.4294 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.2188 loss: 2.2188 2022/06/27 03:47:04 - mmengine - INFO - Epoch(train) [138][2720/3757] lr: 1.343e-03 eta: 11:35:33 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 10.8812 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.8753 loss: 1.8753 2022/06/27 03:47:10 - mmengine - INFO - Epoch(train) [138][2740/3757] lr: 1.343e-03 eta: 11:35:28 time: 0.264 data_time: 0.006 memory: 5036 grad_norm: 10.6336 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.8737 loss: 1.8737 2022/06/27 03:47:15 - mmengine - INFO - Epoch(train) [138][2760/3757] lr: 1.343e-03 eta: 11:35:23 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 9.2178 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.3068 loss: 2.3068 2022/06/27 03:47:20 - mmengine - INFO - Epoch(train) [138][2780/3757] lr: 1.343e-03 eta: 11:35:18 time: 0.256 data_time: 0.010 memory: 5036 grad_norm: 9.2105 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5343 loss: 1.5343 2022/06/27 03:47:25 - mmengine - INFO - Epoch(train) [138][2800/3757] lr: 1.343e-03 eta: 11:35:12 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 12.4293 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.6062 loss: 1.6062 2022/06/27 03:47:30 - mmengine - INFO - Epoch(train) [138][2820/3757] lr: 1.343e-03 eta: 11:35:07 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 11.4167 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.1127 loss: 2.1127 2022/06/27 03:47:36 - mmengine - INFO - Epoch(train) [138][2840/3757] lr: 1.343e-03 eta: 11:35:02 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 11.6142 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9308 loss: 1.9308 2022/06/27 03:47:41 - mmengine - INFO - Epoch(train) [138][2860/3757] lr: 1.343e-03 eta: 11:34:56 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 9.7665 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.3126 loss: 1.3126 2022/06/27 03:47:46 - mmengine - INFO - Epoch(train) [138][2880/3757] lr: 1.343e-03 eta: 11:34:51 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 10.5714 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.9477 loss: 1.9477 2022/06/27 03:47:51 - mmengine - INFO - Epoch(train) [138][2900/3757] lr: 1.343e-03 eta: 11:34:46 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 9.8511 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8511 loss: 1.8511 2022/06/27 03:47:57 - mmengine - INFO - Epoch(train) [138][2920/3757] lr: 1.343e-03 eta: 11:34:41 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 10.6194 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.1045 loss: 2.1045 2022/06/27 03:48:02 - mmengine - INFO - Epoch(train) [138][2940/3757] lr: 1.343e-03 eta: 11:34:35 time: 0.257 data_time: 0.010 memory: 5036 grad_norm: 9.9705 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.8511 loss: 1.8511 2022/06/27 03:48:07 - mmengine - INFO - Epoch(train) [138][2960/3757] lr: 1.343e-03 eta: 11:34:30 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 11.8482 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8050 loss: 1.8050 2022/06/27 03:48:13 - mmengine - INFO - Epoch(train) [138][2980/3757] lr: 1.343e-03 eta: 11:34:25 time: 0.402 data_time: 0.009 memory: 5036 grad_norm: 10.5152 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.0909 loss: 2.0909 2022/06/27 03:48:18 - mmengine - INFO - Epoch(train) [138][3000/3757] lr: 1.343e-03 eta: 11:34:20 time: 0.251 data_time: 0.009 memory: 5036 grad_norm: 9.7259 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6748 loss: 1.6748 2022/06/27 03:48:23 - mmengine - INFO - Epoch(train) [138][3020/3757] lr: 1.343e-03 eta: 11:34:14 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 10.2075 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.7189 loss: 1.7189 2022/06/27 03:48:28 - mmengine - INFO - Epoch(train) [138][3040/3757] lr: 1.343e-03 eta: 11:34:09 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 10.2875 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.7044 loss: 1.7044 2022/06/27 03:48:33 - mmengine - INFO - Epoch(train) [138][3060/3757] lr: 1.343e-03 eta: 11:34:04 time: 0.253 data_time: 0.012 memory: 5036 grad_norm: 8.4292 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.1042 loss: 2.1042 2022/06/27 03:48:39 - mmengine - INFO - Epoch(train) [138][3080/3757] lr: 1.343e-03 eta: 11:33:59 time: 0.253 data_time: 0.012 memory: 5036 grad_norm: 10.8793 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8357 loss: 1.8357 2022/06/27 03:48:44 - mmengine - INFO - Epoch(train) [138][3100/3757] lr: 1.343e-03 eta: 11:33:53 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 10.7184 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8445 loss: 1.8445 2022/06/27 03:48:49 - mmengine - INFO - Epoch(train) [138][3120/3757] lr: 1.343e-03 eta: 11:33:48 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 9.5048 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.0152 loss: 2.0152 2022/06/27 03:48:54 - mmengine - INFO - Epoch(train) [138][3140/3757] lr: 1.343e-03 eta: 11:33:43 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 12.2818 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8609 loss: 1.8609 2022/06/27 03:48:59 - mmengine - INFO - Epoch(train) [138][3160/3757] lr: 1.343e-03 eta: 11:33:37 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 13.3256 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.2535 loss: 2.2535 2022/06/27 03:49:05 - mmengine - INFO - Epoch(train) [138][3180/3757] lr: 1.343e-03 eta: 11:33:32 time: 0.263 data_time: 0.007 memory: 5036 grad_norm: 10.6038 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0009 loss: 2.0009 2022/06/27 03:49:10 - mmengine - INFO - Epoch(train) [138][3200/3757] lr: 1.343e-03 eta: 11:33:27 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 9.3053 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.2381 loss: 2.2381 2022/06/27 03:49:15 - mmengine - INFO - Epoch(train) [138][3220/3757] lr: 1.343e-03 eta: 11:33:22 time: 0.264 data_time: 0.006 memory: 5036 grad_norm: 11.0449 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.7475 loss: 1.7475 2022/06/27 03:49:21 - mmengine - INFO - Epoch(train) [138][3240/3757] lr: 1.343e-03 eta: 11:33:16 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 10.3048 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8014 loss: 1.8014 2022/06/27 03:49:26 - mmengine - INFO - Epoch(train) [138][3260/3757] lr: 1.343e-03 eta: 11:33:11 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 10.2460 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.7246 loss: 1.7246 2022/06/27 03:49:31 - mmengine - INFO - Epoch(train) [138][3280/3757] lr: 1.343e-03 eta: 11:33:06 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 11.5541 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8183 loss: 1.8183 2022/06/27 03:49:34 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 03:49:37 - mmengine - INFO - Epoch(train) [138][3300/3757] lr: 1.343e-03 eta: 11:33:01 time: 0.263 data_time: 0.007 memory: 5036 grad_norm: 10.1181 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4139 loss: 1.4139 2022/06/27 03:49:42 - mmengine - INFO - Epoch(train) [138][3320/3757] lr: 1.343e-03 eta: 11:32:55 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 10.6562 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.0758 loss: 2.0758 2022/06/27 03:49:47 - mmengine - INFO - Epoch(train) [138][3340/3757] lr: 1.343e-03 eta: 11:32:50 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 9.8991 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5877 loss: 1.5877 2022/06/27 03:49:52 - mmengine - INFO - Epoch(train) [138][3360/3757] lr: 1.343e-03 eta: 11:32:45 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 10.2638 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.8403 loss: 1.8403 2022/06/27 03:49:57 - mmengine - INFO - Epoch(train) [138][3380/3757] lr: 1.343e-03 eta: 11:32:40 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 10.0304 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9137 loss: 1.9137 2022/06/27 03:50:03 - mmengine - INFO - Epoch(train) [138][3400/3757] lr: 1.343e-03 eta: 11:32:34 time: 0.265 data_time: 0.017 memory: 5036 grad_norm: 10.0800 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6975 loss: 1.6975 2022/06/27 03:50:08 - mmengine - INFO - Epoch(train) [138][3420/3757] lr: 1.343e-03 eta: 11:32:29 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 9.9860 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7764 loss: 1.7764 2022/06/27 03:50:13 - mmengine - INFO - Epoch(train) [138][3440/3757] lr: 1.343e-03 eta: 11:32:24 time: 0.257 data_time: 0.010 memory: 5036 grad_norm: 14.0454 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.3788 loss: 2.3788 2022/06/27 03:50:18 - mmengine - INFO - Epoch(train) [138][3460/3757] lr: 1.343e-03 eta: 11:32:19 time: 0.268 data_time: 0.003 memory: 5036 grad_norm: 11.6730 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.0888 loss: 2.0888 2022/06/27 03:50:24 - mmengine - INFO - Epoch(train) [138][3480/3757] lr: 1.343e-03 eta: 11:32:13 time: 0.257 data_time: 0.008 memory: 5036 grad_norm: 10.3981 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8340 loss: 1.8340 2022/06/27 03:50:29 - mmengine - INFO - Epoch(train) [138][3500/3757] lr: 1.343e-03 eta: 11:32:08 time: 0.259 data_time: 0.012 memory: 5036 grad_norm: 11.4267 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0983 loss: 2.0983 2022/06/27 03:50:35 - mmengine - INFO - Epoch(train) [138][3520/3757] lr: 1.343e-03 eta: 11:32:03 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 10.7208 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0918 loss: 2.0918 2022/06/27 03:50:40 - mmengine - INFO - Epoch(train) [138][3540/3757] lr: 1.343e-03 eta: 11:31:58 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 9.5966 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0241 loss: 2.0241 2022/06/27 03:50:45 - mmengine - INFO - Epoch(train) [138][3560/3757] lr: 1.343e-03 eta: 11:31:52 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 12.1651 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3414 loss: 2.3414 2022/06/27 03:50:51 - mmengine - INFO - Epoch(train) [138][3580/3757] lr: 1.343e-03 eta: 11:31:47 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 10.5747 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9142 loss: 1.9142 2022/06/27 03:50:56 - mmengine - INFO - Epoch(train) [138][3600/3757] lr: 1.343e-03 eta: 11:31:42 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 11.4545 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.8404 loss: 1.8404 2022/06/27 03:51:01 - mmengine - INFO - Epoch(train) [138][3620/3757] lr: 1.343e-03 eta: 11:31:37 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 11.3051 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5662 loss: 1.5662 2022/06/27 03:51:06 - mmengine - INFO - Epoch(train) [138][3640/3757] lr: 1.343e-03 eta: 11:31:31 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 9.8471 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.9323 loss: 1.9323 2022/06/27 03:51:12 - mmengine - INFO - Epoch(train) [138][3660/3757] lr: 1.343e-03 eta: 11:31:26 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 10.6477 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.8510 loss: 1.8510 2022/06/27 03:51:17 - mmengine - INFO - Epoch(train) [138][3680/3757] lr: 1.343e-03 eta: 11:31:21 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 9.2449 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.8204 loss: 1.8204 2022/06/27 03:51:22 - mmengine - INFO - Epoch(train) [138][3700/3757] lr: 1.343e-03 eta: 11:31:16 time: 0.250 data_time: 0.009 memory: 5036 grad_norm: 9.6020 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9798 loss: 1.9798 2022/06/27 03:51:28 - mmengine - INFO - Epoch(train) [138][3720/3757] lr: 1.343e-03 eta: 11:31:10 time: 0.255 data_time: 0.008 memory: 5036 grad_norm: 10.5076 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6266 loss: 1.6266 2022/06/27 03:51:33 - mmengine - INFO - Epoch(train) [138][3740/3757] lr: 1.343e-03 eta: 11:31:05 time: 0.378 data_time: 0.138 memory: 5036 grad_norm: 11.4291 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9927 loss: 1.9927 2022/06/27 03:51:37 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 03:51:37 - mmengine - INFO - Saving checkpoint at 138 epochs 2022/06/27 03:51:50 - mmengine - INFO - Epoch(val) [138][20/310] eta: 0:01:46 time: 0.104 data_time: 0.001 memory: 5036 2022/06/27 03:51:54 - mmengine - INFO - Epoch(val) [138][40/310] eta: 0:01:37 time: 0.112 data_time: 0.005 memory: 1723 2022/06/27 03:51:59 - mmengine - INFO - Epoch(val) [138][60/310] eta: 0:00:25 time: 0.104 data_time: 0.001 memory: 1723 2022/06/27 03:52:03 - mmengine - INFO - Epoch(val) [138][80/310] eta: 0:00:24 time: 0.109 data_time: 0.002 memory: 1723 2022/06/27 03:52:10 - mmengine - INFO - Epoch(val) [138][100/310] eta: 0:01:15 time: 0.103 data_time: 0.001 memory: 1723 2022/06/27 03:52:15 - mmengine - INFO - Epoch(val) [138][120/310] eta: 0:01:10 time: 0.128 data_time: 0.026 memory: 1723 2022/06/27 03:52:20 - mmengine - INFO - Epoch(val) [138][140/310] eta: 0:00:22 time: 0.104 data_time: 0.002 memory: 1723 2022/06/27 03:52:25 - mmengine - INFO - Epoch(val) [138][160/310] eta: 0:00:22 time: 0.104 data_time: 0.001 memory: 1723 2022/06/27 03:52:32 - mmengine - INFO - Epoch(val) [138][180/310] eta: 0:00:45 time: 0.107 data_time: 0.001 memory: 1723 2022/06/27 03:52:36 - mmengine - INFO - Epoch(val) [138][200/310] eta: 0:00:39 time: 0.106 data_time: 0.005 memory: 1723 2022/06/27 03:52:41 - mmengine - INFO - Epoch(val) [138][220/310] eta: 0:00:09 time: 0.104 data_time: 0.001 memory: 1723 2022/06/27 03:52:45 - mmengine - INFO - Epoch(val) [138][240/310] eta: 0:00:07 time: 0.103 data_time: 0.001 memory: 1723 2022/06/27 03:52:52 - mmengine - INFO - Epoch(val) [138][260/310] eta: 0:00:17 time: 0.103 data_time: 0.001 memory: 1723 2022/06/27 03:52:57 - mmengine - INFO - Epoch(val) [138][280/310] eta: 0:00:09 time: 0.112 data_time: 0.005 memory: 1723 2022/06/27 03:52:59 - mmengine - INFO - Epoch(val) [138][300/310] eta: 0:00:01 time: 0.097 data_time: 0.001 memory: 1723 2022/06/27 03:53:01 - mmengine - INFO - Epoch(val) [138][310/310] acc/top1: 0.5869 acc/top5: 0.8119 acc/mean1: 0.5869 2022/06/27 03:53:11 - mmengine - INFO - Epoch(train) [139][20/3757] lr: 1.284e-03 eta: 11:30:56 time: 0.268 data_time: 0.003 memory: 5036 grad_norm: 10.1337 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.8099 loss: 1.8099 2022/06/27 03:53:16 - mmengine - INFO - Epoch(train) [139][40/3757] lr: 1.284e-03 eta: 11:30:51 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 9.7062 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2050 loss: 2.2050 2022/06/27 03:53:22 - mmengine - INFO - Epoch(train) [139][60/3757] lr: 1.284e-03 eta: 11:30:46 time: 0.257 data_time: 0.004 memory: 5036 grad_norm: 10.0205 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.1651 loss: 2.1651 2022/06/27 03:53:27 - mmengine - INFO - Epoch(train) [139][80/3757] lr: 1.284e-03 eta: 11:30:40 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 10.4650 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.6810 loss: 1.6810 2022/06/27 03:53:32 - mmengine - INFO - Epoch(train) [139][100/3757] lr: 1.284e-03 eta: 11:30:35 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 10.0029 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.5197 loss: 1.5197 2022/06/27 03:53:38 - mmengine - INFO - Epoch(train) [139][120/3757] lr: 1.284e-03 eta: 11:30:30 time: 0.252 data_time: 0.004 memory: 5036 grad_norm: 12.1280 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.6869 loss: 1.6869 2022/06/27 03:53:43 - mmengine - INFO - Epoch(train) [139][140/3757] lr: 1.284e-03 eta: 11:30:25 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 9.9545 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.9298 loss: 1.9298 2022/06/27 03:53:48 - mmengine - INFO - Epoch(train) [139][160/3757] lr: 1.284e-03 eta: 11:30:19 time: 0.247 data_time: 0.006 memory: 5036 grad_norm: 10.9357 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.8198 loss: 1.8198 2022/06/27 03:53:54 - mmengine - INFO - Epoch(train) [139][180/3757] lr: 1.284e-03 eta: 11:30:14 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 11.1400 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.9721 loss: 1.9721 2022/06/27 03:53:59 - mmengine - INFO - Epoch(train) [139][200/3757] lr: 1.284e-03 eta: 11:30:09 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 10.0204 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9688 loss: 1.9688 2022/06/27 03:54:05 - mmengine - INFO - Epoch(train) [139][220/3757] lr: 1.284e-03 eta: 11:30:04 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 7.0483 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6792 loss: 1.6792 2022/06/27 03:54:10 - mmengine - INFO - Epoch(train) [139][240/3757] lr: 1.284e-03 eta: 11:29:59 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 10.3582 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2977 loss: 2.2977 2022/06/27 03:54:16 - mmengine - INFO - Epoch(train) [139][260/3757] lr: 1.284e-03 eta: 11:29:53 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 11.0336 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9311 loss: 1.9311 2022/06/27 03:54:21 - mmengine - INFO - Epoch(train) [139][280/3757] lr: 1.284e-03 eta: 11:29:48 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 7.9315 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4301 loss: 1.4301 2022/06/27 03:54:26 - mmengine - INFO - Epoch(train) [139][300/3757] lr: 1.284e-03 eta: 11:29:43 time: 0.268 data_time: 0.003 memory: 5036 grad_norm: 9.8313 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7297 loss: 1.7297 2022/06/27 03:54:31 - mmengine - INFO - Epoch(train) [139][320/3757] lr: 1.284e-03 eta: 11:29:38 time: 0.258 data_time: 0.010 memory: 5036 grad_norm: 9.0026 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5685 loss: 1.5685 2022/06/27 03:54:37 - mmengine - INFO - Epoch(train) [139][340/3757] lr: 1.284e-03 eta: 11:29:32 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 9.8068 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8708 loss: 1.8708 2022/06/27 03:54:42 - mmengine - INFO - Epoch(train) [139][360/3757] lr: 1.284e-03 eta: 11:29:27 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 10.9291 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8801 loss: 1.8801 2022/06/27 03:54:47 - mmengine - INFO - Epoch(train) [139][380/3757] lr: 1.284e-03 eta: 11:29:22 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 10.7681 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8787 loss: 1.8787 2022/06/27 03:54:52 - mmengine - INFO - Epoch(train) [139][400/3757] lr: 1.284e-03 eta: 11:29:17 time: 0.261 data_time: 0.009 memory: 5036 grad_norm: 10.8611 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6813 loss: 1.6813 2022/06/27 03:54:58 - mmengine - INFO - Epoch(train) [139][420/3757] lr: 1.284e-03 eta: 11:29:12 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 11.5770 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9372 loss: 1.9372 2022/06/27 03:55:03 - mmengine - INFO - Epoch(train) [139][440/3757] lr: 1.284e-03 eta: 11:29:06 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 8.5638 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.2136 loss: 1.2136 2022/06/27 03:55:08 - mmengine - INFO - Epoch(train) [139][460/3757] lr: 1.284e-03 eta: 11:29:01 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 11.9399 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.7017 loss: 1.7017 2022/06/27 03:55:14 - mmengine - INFO - Epoch(train) [139][480/3757] lr: 1.284e-03 eta: 11:28:56 time: 0.262 data_time: 0.012 memory: 5036 grad_norm: 9.9400 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.7341 loss: 1.7341 2022/06/27 03:55:19 - mmengine - INFO - Epoch(train) [139][500/3757] lr: 1.284e-03 eta: 11:28:50 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 11.7086 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9820 loss: 1.9820 2022/06/27 03:55:24 - mmengine - INFO - Epoch(train) [139][520/3757] lr: 1.284e-03 eta: 11:28:45 time: 0.272 data_time: 0.006 memory: 5036 grad_norm: 10.4562 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.0646 loss: 2.0646 2022/06/27 03:55:28 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 03:55:29 - mmengine - INFO - Epoch(train) [139][540/3757] lr: 1.284e-03 eta: 11:28:40 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 9.8659 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5871 loss: 1.5871 2022/06/27 03:55:35 - mmengine - INFO - Epoch(train) [139][560/3757] lr: 1.284e-03 eta: 11:28:35 time: 0.267 data_time: 0.007 memory: 5036 grad_norm: 10.8114 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9826 loss: 1.9826 2022/06/27 03:55:40 - mmengine - INFO - Epoch(train) [139][580/3757] lr: 1.284e-03 eta: 11:28:29 time: 0.254 data_time: 0.014 memory: 5036 grad_norm: 11.5389 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.6003 loss: 1.6003 2022/06/27 03:55:45 - mmengine - INFO - Epoch(train) [139][600/3757] lr: 1.284e-03 eta: 11:28:24 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 10.5808 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.6447 loss: 1.6447 2022/06/27 03:55:51 - mmengine - INFO - Epoch(train) [139][620/3757] lr: 1.284e-03 eta: 11:28:19 time: 0.265 data_time: 0.006 memory: 5036 grad_norm: 10.3527 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7007 loss: 1.7007 2022/06/27 03:55:56 - mmengine - INFO - Epoch(train) [139][640/3757] lr: 1.284e-03 eta: 11:28:14 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 10.6988 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6063 loss: 1.6063 2022/06/27 03:56:01 - mmengine - INFO - Epoch(train) [139][660/3757] lr: 1.284e-03 eta: 11:28:08 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 12.4372 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8680 loss: 1.8680 2022/06/27 03:56:07 - mmengine - INFO - Epoch(train) [139][680/3757] lr: 1.284e-03 eta: 11:28:03 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 10.1934 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8187 loss: 1.8187 2022/06/27 03:56:12 - mmengine - INFO - Epoch(train) [139][700/3757] lr: 1.284e-03 eta: 11:27:58 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 9.2955 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.5442 loss: 1.5442 2022/06/27 03:56:17 - mmengine - INFO - Epoch(train) [139][720/3757] lr: 1.284e-03 eta: 11:27:53 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 9.7801 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8450 loss: 1.8450 2022/06/27 03:56:23 - mmengine - INFO - Epoch(train) [139][740/3757] lr: 1.284e-03 eta: 11:27:47 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 10.9332 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.6926 loss: 1.6926 2022/06/27 03:56:28 - mmengine - INFO - Epoch(train) [139][760/3757] lr: 1.284e-03 eta: 11:27:42 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 8.6608 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8115 loss: 1.8115 2022/06/27 03:56:33 - mmengine - INFO - Epoch(train) [139][780/3757] lr: 1.284e-03 eta: 11:27:37 time: 0.281 data_time: 0.007 memory: 5036 grad_norm: 10.0539 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6468 loss: 1.6468 2022/06/27 03:56:38 - mmengine - INFO - Epoch(train) [139][800/3757] lr: 1.284e-03 eta: 11:27:32 time: 0.257 data_time: 0.010 memory: 5036 grad_norm: 11.6097 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8750 loss: 1.8750 2022/06/27 03:56:44 - mmengine - INFO - Epoch(train) [139][820/3757] lr: 1.284e-03 eta: 11:27:26 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 11.3259 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4946 loss: 1.4946 2022/06/27 03:56:49 - mmengine - INFO - Epoch(train) [139][840/3757] lr: 1.284e-03 eta: 11:27:21 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 11.0015 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7847 loss: 1.7847 2022/06/27 03:56:54 - mmengine - INFO - Epoch(train) [139][860/3757] lr: 1.284e-03 eta: 11:27:16 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 8.7294 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1183 loss: 2.1183 2022/06/27 03:57:00 - mmengine - INFO - Epoch(train) [139][880/3757] lr: 1.284e-03 eta: 11:27:11 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 10.5250 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8338 loss: 1.8338 2022/06/27 03:57:05 - mmengine - INFO - Epoch(train) [139][900/3757] lr: 1.284e-03 eta: 11:27:05 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 8.4411 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6614 loss: 1.6614 2022/06/27 03:57:10 - mmengine - INFO - Epoch(train) [139][920/3757] lr: 1.284e-03 eta: 11:27:00 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 12.1879 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1197 loss: 2.1197 2022/06/27 03:57:16 - mmengine - INFO - Epoch(train) [139][940/3757] lr: 1.284e-03 eta: 11:26:55 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 8.3413 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8308 loss: 1.8308 2022/06/27 03:57:21 - mmengine - INFO - Epoch(train) [139][960/3757] lr: 1.284e-03 eta: 11:26:50 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 10.3685 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7492 loss: 1.7492 2022/06/27 03:57:26 - mmengine - INFO - Epoch(train) [139][980/3757] lr: 1.284e-03 eta: 11:26:44 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 11.4353 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1973 loss: 2.1973 2022/06/27 03:57:31 - mmengine - INFO - Epoch(train) [139][1000/3757] lr: 1.284e-03 eta: 11:26:39 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 9.2517 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8500 loss: 1.8500 2022/06/27 03:57:36 - mmengine - INFO - Epoch(train) [139][1020/3757] lr: 1.284e-03 eta: 11:26:34 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 11.1129 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9066 loss: 1.9066 2022/06/27 03:57:42 - mmengine - INFO - Epoch(train) [139][1040/3757] lr: 1.284e-03 eta: 11:26:29 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 10.0347 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6451 loss: 1.6451 2022/06/27 03:57:47 - mmengine - INFO - Epoch(train) [139][1060/3757] lr: 1.284e-03 eta: 11:26:23 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 11.7808 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8129 loss: 1.8129 2022/06/27 03:57:52 - mmengine - INFO - Epoch(train) [139][1080/3757] lr: 1.284e-03 eta: 11:26:18 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 9.9494 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.6332 loss: 1.6332 2022/06/27 03:57:57 - mmengine - INFO - Epoch(train) [139][1100/3757] lr: 1.284e-03 eta: 11:26:13 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 10.4020 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.3730 loss: 1.3730 2022/06/27 03:58:03 - mmengine - INFO - Epoch(train) [139][1120/3757] lr: 1.284e-03 eta: 11:26:08 time: 0.249 data_time: 0.007 memory: 5036 grad_norm: 11.5829 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.9722 loss: 1.9722 2022/06/27 03:58:08 - mmengine - INFO - Epoch(train) [139][1140/3757] lr: 1.284e-03 eta: 11:26:02 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 11.3880 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8304 loss: 1.8304 2022/06/27 03:58:13 - mmengine - INFO - Epoch(train) [139][1160/3757] lr: 1.284e-03 eta: 11:25:57 time: 0.280 data_time: 0.006 memory: 5036 grad_norm: 10.2676 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4949 loss: 1.4949 2022/06/27 03:58:18 - mmengine - INFO - Epoch(train) [139][1180/3757] lr: 1.284e-03 eta: 11:25:52 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 10.8902 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.7200 loss: 1.7200 2022/06/27 03:58:24 - mmengine - INFO - Epoch(train) [139][1200/3757] lr: 1.284e-03 eta: 11:25:46 time: 0.255 data_time: 0.012 memory: 5036 grad_norm: 10.5798 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.4986 loss: 1.4986 2022/06/27 03:58:29 - mmengine - INFO - Epoch(train) [139][1220/3757] lr: 1.284e-03 eta: 11:25:41 time: 0.264 data_time: 0.007 memory: 5036 grad_norm: 9.3418 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7765 loss: 1.7765 2022/06/27 03:58:34 - mmengine - INFO - Epoch(train) [139][1240/3757] lr: 1.284e-03 eta: 11:25:36 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 12.3687 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.9458 loss: 1.9458 2022/06/27 03:58:39 - mmengine - INFO - Epoch(train) [139][1260/3757] lr: 1.284e-03 eta: 11:25:31 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 9.6021 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2104 loss: 2.2104 2022/06/27 03:58:45 - mmengine - INFO - Epoch(train) [139][1280/3757] lr: 1.284e-03 eta: 11:25:25 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 11.1997 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5486 loss: 1.5486 2022/06/27 03:58:50 - mmengine - INFO - Epoch(train) [139][1300/3757] lr: 1.284e-03 eta: 11:25:20 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 10.2582 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9399 loss: 1.9399 2022/06/27 03:58:55 - mmengine - INFO - Epoch(train) [139][1320/3757] lr: 1.284e-03 eta: 11:25:15 time: 0.255 data_time: 0.010 memory: 5036 grad_norm: 11.9325 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.1011 loss: 2.1011 2022/06/27 03:59:01 - mmengine - INFO - Epoch(train) [139][1340/3757] lr: 1.284e-03 eta: 11:25:10 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 8.5412 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.9333 loss: 1.9333 2022/06/27 03:59:06 - mmengine - INFO - Epoch(train) [139][1360/3757] lr: 1.284e-03 eta: 11:25:04 time: 0.253 data_time: 0.008 memory: 5036 grad_norm: 10.4093 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6627 loss: 1.6627 2022/06/27 03:59:11 - mmengine - INFO - Epoch(train) [139][1380/3757] lr: 1.284e-03 eta: 11:24:59 time: 0.265 data_time: 0.006 memory: 5036 grad_norm: 8.2194 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4341 loss: 1.4341 2022/06/27 03:59:16 - mmengine - INFO - Epoch(train) [139][1400/3757] lr: 1.284e-03 eta: 11:24:54 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 10.8594 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6825 loss: 1.6825 2022/06/27 03:59:21 - mmengine - INFO - Epoch(train) [139][1420/3757] lr: 1.284e-03 eta: 11:24:49 time: 0.251 data_time: 0.009 memory: 5036 grad_norm: 9.3128 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.0907 loss: 2.0907 2022/06/27 03:59:27 - mmengine - INFO - Epoch(train) [139][1440/3757] lr: 1.284e-03 eta: 11:24:43 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 12.0556 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.7632 loss: 1.7632 2022/06/27 03:59:32 - mmengine - INFO - Epoch(train) [139][1460/3757] lr: 1.284e-03 eta: 11:24:38 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 9.9318 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.7759 loss: 1.7759 2022/06/27 03:59:37 - mmengine - INFO - Epoch(train) [139][1480/3757] lr: 1.284e-03 eta: 11:24:33 time: 0.264 data_time: 0.009 memory: 5036 grad_norm: 10.0604 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9926 loss: 1.9926 2022/06/27 03:59:43 - mmengine - INFO - Epoch(train) [139][1500/3757] lr: 1.284e-03 eta: 11:24:28 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 10.3274 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8749 loss: 1.8749 2022/06/27 03:59:48 - mmengine - INFO - Epoch(train) [139][1520/3757] lr: 1.284e-03 eta: 11:24:22 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 10.9545 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0227 loss: 2.0227 2022/06/27 03:59:51 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 03:59:53 - mmengine - INFO - Epoch(train) [139][1540/3757] lr: 1.284e-03 eta: 11:24:17 time: 0.267 data_time: 0.003 memory: 5036 grad_norm: 9.5996 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6666 loss: 1.6666 2022/06/27 03:59:58 - mmengine - INFO - Epoch(train) [139][1560/3757] lr: 1.284e-03 eta: 11:24:12 time: 0.254 data_time: 0.013 memory: 5036 grad_norm: 9.3516 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9675 loss: 1.9675 2022/06/27 04:00:03 - mmengine - INFO - Epoch(train) [139][1580/3757] lr: 1.284e-03 eta: 11:24:06 time: 0.277 data_time: 0.007 memory: 5036 grad_norm: 10.9331 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.7664 loss: 1.7664 2022/06/27 04:00:09 - mmengine - INFO - Epoch(train) [139][1600/3757] lr: 1.284e-03 eta: 11:24:01 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 9.9261 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0120 loss: 2.0120 2022/06/27 04:00:14 - mmengine - INFO - Epoch(train) [139][1620/3757] lr: 1.284e-03 eta: 11:23:56 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 8.6404 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7138 loss: 1.7138 2022/06/27 04:00:19 - mmengine - INFO - Epoch(train) [139][1640/3757] lr: 1.284e-03 eta: 11:23:51 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 9.3103 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.8399 loss: 1.8399 2022/06/27 04:00:25 - mmengine - INFO - Epoch(train) [139][1660/3757] lr: 1.284e-03 eta: 11:23:45 time: 0.269 data_time: 0.003 memory: 5036 grad_norm: 10.8677 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0291 loss: 2.0291 2022/06/27 04:00:30 - mmengine - INFO - Epoch(train) [139][1680/3757] lr: 1.284e-03 eta: 11:23:40 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 8.5992 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.6316 loss: 1.6316 2022/06/27 04:00:35 - mmengine - INFO - Epoch(train) [139][1700/3757] lr: 1.284e-03 eta: 11:23:35 time: 0.255 data_time: 0.004 memory: 5036 grad_norm: 11.3543 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 1.6382 loss: 1.6382 2022/06/27 04:00:41 - mmengine - INFO - Epoch(train) [139][1720/3757] lr: 1.284e-03 eta: 11:23:30 time: 0.271 data_time: 0.030 memory: 5036 grad_norm: 11.1294 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3827 loss: 1.3827 2022/06/27 04:00:46 - mmengine - INFO - Epoch(train) [139][1740/3757] lr: 1.284e-03 eta: 11:23:24 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 9.5953 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.8943 loss: 1.8943 2022/06/27 04:00:51 - mmengine - INFO - Epoch(train) [139][1760/3757] lr: 1.284e-03 eta: 11:23:19 time: 0.271 data_time: 0.003 memory: 5036 grad_norm: 11.7829 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.3746 loss: 2.3746 2022/06/27 04:00:57 - mmengine - INFO - Epoch(train) [139][1780/3757] lr: 1.284e-03 eta: 11:23:14 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 8.1317 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3475 loss: 1.3475 2022/06/27 04:01:02 - mmengine - INFO - Epoch(train) [139][1800/3757] lr: 1.284e-03 eta: 11:23:09 time: 0.266 data_time: 0.023 memory: 5036 grad_norm: 10.9679 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.5056 loss: 1.5056 2022/06/27 04:01:07 - mmengine - INFO - Epoch(train) [139][1820/3757] lr: 1.284e-03 eta: 11:23:04 time: 0.252 data_time: 0.004 memory: 5036 grad_norm: 13.9422 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8853 loss: 1.8853 2022/06/27 04:01:13 - mmengine - INFO - Epoch(train) [139][1840/3757] lr: 1.284e-03 eta: 11:22:58 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 12.7704 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3180 loss: 2.3180 2022/06/27 04:01:18 - mmengine - INFO - Epoch(train) [139][1860/3757] lr: 1.284e-03 eta: 11:22:53 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 9.1094 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.3220 loss: 2.3220 2022/06/27 04:01:23 - mmengine - INFO - Epoch(train) [139][1880/3757] lr: 1.284e-03 eta: 11:22:48 time: 0.260 data_time: 0.009 memory: 5036 grad_norm: 9.9941 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1693 loss: 2.1693 2022/06/27 04:01:29 - mmengine - INFO - Epoch(train) [139][1900/3757] lr: 1.284e-03 eta: 11:22:43 time: 0.256 data_time: 0.012 memory: 5036 grad_norm: 10.0120 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1347 loss: 2.1347 2022/06/27 04:01:34 - mmengine - INFO - Epoch(train) [139][1920/3757] lr: 1.284e-03 eta: 11:22:37 time: 0.285 data_time: 0.031 memory: 5036 grad_norm: 10.8615 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.6374 loss: 1.6374 2022/06/27 04:01:39 - mmengine - INFO - Epoch(train) [139][1940/3757] lr: 1.284e-03 eta: 11:22:32 time: 0.261 data_time: 0.009 memory: 5036 grad_norm: 9.8581 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.8053 loss: 1.8053 2022/06/27 04:01:44 - mmengine - INFO - Epoch(train) [139][1960/3757] lr: 1.284e-03 eta: 11:22:27 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 13.4418 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.9601 loss: 1.9601 2022/06/27 04:01:50 - mmengine - INFO - Epoch(train) [139][1980/3757] lr: 1.284e-03 eta: 11:22:21 time: 0.260 data_time: 0.009 memory: 5036 grad_norm: 10.5792 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6679 loss: 1.6679 2022/06/27 04:01:55 - mmengine - INFO - Epoch(train) [139][2000/3757] lr: 1.284e-03 eta: 11:22:16 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 9.6560 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7635 loss: 1.7635 2022/06/27 04:02:00 - mmengine - INFO - Epoch(train) [139][2020/3757] lr: 1.284e-03 eta: 11:22:11 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 11.2764 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 1.8282 loss: 1.8282 2022/06/27 04:02:05 - mmengine - INFO - Epoch(train) [139][2040/3757] lr: 1.284e-03 eta: 11:22:06 time: 0.260 data_time: 0.012 memory: 5036 grad_norm: 9.2632 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0333 loss: 2.0333 2022/06/27 04:02:10 - mmengine - INFO - Epoch(train) [139][2060/3757] lr: 1.284e-03 eta: 11:22:00 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 10.7227 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.0695 loss: 2.0695 2022/06/27 04:02:16 - mmengine - INFO - Epoch(train) [139][2080/3757] lr: 1.284e-03 eta: 11:21:55 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 11.2540 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6536 loss: 1.6536 2022/06/27 04:02:21 - mmengine - INFO - Epoch(train) [139][2100/3757] lr: 1.284e-03 eta: 11:21:50 time: 0.254 data_time: 0.010 memory: 5036 grad_norm: 10.9106 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0344 loss: 2.0344 2022/06/27 04:02:26 - mmengine - INFO - Epoch(train) [139][2120/3757] lr: 1.284e-03 eta: 11:21:45 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 12.1359 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.9310 loss: 1.9310 2022/06/27 04:02:31 - mmengine - INFO - Epoch(train) [139][2140/3757] lr: 1.284e-03 eta: 11:21:39 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 9.0179 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6721 loss: 1.6721 2022/06/27 04:02:37 - mmengine - INFO - Epoch(train) [139][2160/3757] lr: 1.284e-03 eta: 11:21:34 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 10.8247 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8571 loss: 1.8571 2022/06/27 04:02:42 - mmengine - INFO - Epoch(train) [139][2180/3757] lr: 1.284e-03 eta: 11:21:29 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 9.7589 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9003 loss: 1.9003 2022/06/27 04:02:47 - mmengine - INFO - Epoch(train) [139][2200/3757] lr: 1.284e-03 eta: 11:21:23 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 12.2977 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.1851 loss: 2.1851 2022/06/27 04:02:52 - mmengine - INFO - Epoch(train) [139][2220/3757] lr: 1.284e-03 eta: 11:21:18 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 10.6538 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.9124 loss: 1.9124 2022/06/27 04:02:58 - mmengine - INFO - Epoch(train) [139][2240/3757] lr: 1.284e-03 eta: 11:21:13 time: 0.255 data_time: 0.005 memory: 5036 grad_norm: 9.1051 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5132 loss: 1.5132 2022/06/27 04:03:03 - mmengine - INFO - Epoch(train) [139][2260/3757] lr: 1.284e-03 eta: 11:21:08 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 10.8895 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7251 loss: 1.7251 2022/06/27 04:03:08 - mmengine - INFO - Epoch(train) [139][2280/3757] lr: 1.284e-03 eta: 11:21:02 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 9.2022 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7593 loss: 1.7593 2022/06/27 04:03:13 - mmengine - INFO - Epoch(train) [139][2300/3757] lr: 1.284e-03 eta: 11:20:57 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 11.4005 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.7808 loss: 1.7808 2022/06/27 04:03:19 - mmengine - INFO - Epoch(train) [139][2320/3757] lr: 1.284e-03 eta: 11:20:52 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 11.7062 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7314 loss: 1.7314 2022/06/27 04:03:24 - mmengine - INFO - Epoch(train) [139][2340/3757] lr: 1.284e-03 eta: 11:20:47 time: 0.280 data_time: 0.009 memory: 5036 grad_norm: 11.8304 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0438 loss: 2.0438 2022/06/27 04:03:29 - mmengine - INFO - Epoch(train) [139][2360/3757] lr: 1.284e-03 eta: 11:20:41 time: 0.260 data_time: 0.019 memory: 5036 grad_norm: 11.2865 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8066 loss: 1.8066 2022/06/27 04:03:34 - mmengine - INFO - Epoch(train) [139][2380/3757] lr: 1.284e-03 eta: 11:20:36 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 11.3507 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.7855 loss: 1.7855 2022/06/27 04:03:40 - mmengine - INFO - Epoch(train) [139][2400/3757] lr: 1.284e-03 eta: 11:20:31 time: 0.258 data_time: 0.010 memory: 5036 grad_norm: 9.6066 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6100 loss: 1.6100 2022/06/27 04:03:45 - mmengine - INFO - Epoch(train) [139][2420/3757] lr: 1.284e-03 eta: 11:20:26 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 11.9092 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8553 loss: 1.8553 2022/06/27 04:03:50 - mmengine - INFO - Epoch(train) [139][2440/3757] lr: 1.284e-03 eta: 11:20:20 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 9.9653 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.8962 loss: 1.8962 2022/06/27 04:03:55 - mmengine - INFO - Epoch(train) [139][2460/3757] lr: 1.284e-03 eta: 11:20:15 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 8.8991 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1258 loss: 2.1258 2022/06/27 04:04:01 - mmengine - INFO - Epoch(train) [139][2480/3757] lr: 1.284e-03 eta: 11:20:10 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 9.2904 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.2246 loss: 2.2246 2022/06/27 04:04:06 - mmengine - INFO - Epoch(train) [139][2500/3757] lr: 1.284e-03 eta: 11:20:05 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 9.2562 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1553 loss: 2.1553 2022/06/27 04:04:11 - mmengine - INFO - Epoch(train) [139][2520/3757] lr: 1.284e-03 eta: 11:19:59 time: 0.259 data_time: 0.017 memory: 5036 grad_norm: 10.3819 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7172 loss: 1.7172 2022/06/27 04:04:15 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 04:04:16 - mmengine - INFO - Epoch(train) [139][2540/3757] lr: 1.284e-03 eta: 11:19:54 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 8.9600 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6935 loss: 1.6935 2022/06/27 04:04:22 - mmengine - INFO - Epoch(train) [139][2560/3757] lr: 1.284e-03 eta: 11:19:49 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 10.8336 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5184 loss: 1.5184 2022/06/27 04:04:27 - mmengine - INFO - Epoch(train) [139][2580/3757] lr: 1.284e-03 eta: 11:19:44 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 11.5313 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4676 loss: 1.4676 2022/06/27 04:04:32 - mmengine - INFO - Epoch(train) [139][2600/3757] lr: 1.284e-03 eta: 11:19:38 time: 0.264 data_time: 0.018 memory: 5036 grad_norm: 10.7293 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9430 loss: 1.9430 2022/06/27 04:04:38 - mmengine - INFO - Epoch(train) [139][2620/3757] lr: 1.284e-03 eta: 11:19:33 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 9.8960 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.7230 loss: 1.7230 2022/06/27 04:04:43 - mmengine - INFO - Epoch(train) [139][2640/3757] lr: 1.284e-03 eta: 11:19:28 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 10.2562 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6210 loss: 1.6210 2022/06/27 04:04:48 - mmengine - INFO - Epoch(train) [139][2660/3757] lr: 1.284e-03 eta: 11:19:23 time: 0.271 data_time: 0.007 memory: 5036 grad_norm: 10.8478 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1038 loss: 2.1038 2022/06/27 04:04:53 - mmengine - INFO - Epoch(train) [139][2680/3757] lr: 1.284e-03 eta: 11:19:17 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 10.0791 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.0075 loss: 2.0075 2022/06/27 04:04:59 - mmengine - INFO - Epoch(train) [139][2700/3757] lr: 1.284e-03 eta: 11:19:12 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 11.9892 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7904 loss: 1.7904 2022/06/27 04:05:04 - mmengine - INFO - Epoch(train) [139][2720/3757] lr: 1.284e-03 eta: 11:19:07 time: 0.325 data_time: 0.066 memory: 5036 grad_norm: 11.6385 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5848 loss: 1.5848 2022/06/27 04:05:09 - mmengine - INFO - Epoch(train) [139][2740/3757] lr: 1.284e-03 eta: 11:19:02 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 10.8232 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9927 loss: 1.9927 2022/06/27 04:05:15 - mmengine - INFO - Epoch(train) [139][2760/3757] lr: 1.284e-03 eta: 11:18:56 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 9.5100 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0676 loss: 2.0676 2022/06/27 04:05:20 - mmengine - INFO - Epoch(train) [139][2780/3757] lr: 1.284e-03 eta: 11:18:51 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 11.1934 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7676 loss: 1.7676 2022/06/27 04:05:25 - mmengine - INFO - Epoch(train) [139][2800/3757] lr: 1.284e-03 eta: 11:18:46 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 9.9316 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.5699 loss: 1.5699 2022/06/27 04:05:30 - mmengine - INFO - Epoch(train) [139][2820/3757] lr: 1.284e-03 eta: 11:18:40 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 11.6180 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 2.1078 loss: 2.1078 2022/06/27 04:05:36 - mmengine - INFO - Epoch(train) [139][2840/3757] lr: 1.284e-03 eta: 11:18:35 time: 0.263 data_time: 0.007 memory: 5036 grad_norm: 11.2350 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8994 loss: 1.8994 2022/06/27 04:05:41 - mmengine - INFO - Epoch(train) [139][2860/3757] lr: 1.284e-03 eta: 11:18:30 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 10.2253 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.0155 loss: 2.0155 2022/06/27 04:05:46 - mmengine - INFO - Epoch(train) [139][2880/3757] lr: 1.284e-03 eta: 11:18:25 time: 0.264 data_time: 0.006 memory: 5036 grad_norm: 10.5295 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9967 loss: 1.9967 2022/06/27 04:05:51 - mmengine - INFO - Epoch(train) [139][2900/3757] lr: 1.284e-03 eta: 11:18:19 time: 0.256 data_time: 0.008 memory: 5036 grad_norm: 11.7293 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1988 loss: 2.1988 2022/06/27 04:05:56 - mmengine - INFO - Epoch(train) [139][2920/3757] lr: 1.284e-03 eta: 11:18:14 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 10.7814 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.6341 loss: 1.6341 2022/06/27 04:06:02 - mmengine - INFO - Epoch(train) [139][2940/3757] lr: 1.284e-03 eta: 11:18:09 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 8.3165 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0442 loss: 2.0442 2022/06/27 04:06:07 - mmengine - INFO - Epoch(train) [139][2960/3757] lr: 1.284e-03 eta: 11:18:04 time: 0.263 data_time: 0.009 memory: 5036 grad_norm: 9.9316 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.9496 loss: 1.9496 2022/06/27 04:06:12 - mmengine - INFO - Epoch(train) [139][2980/3757] lr: 1.284e-03 eta: 11:17:58 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 9.2841 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.1502 loss: 2.1502 2022/06/27 04:06:17 - mmengine - INFO - Epoch(train) [139][3000/3757] lr: 1.284e-03 eta: 11:17:53 time: 0.261 data_time: 0.008 memory: 5036 grad_norm: 11.0147 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.0492 loss: 2.0492 2022/06/27 04:06:23 - mmengine - INFO - Epoch(train) [139][3020/3757] lr: 1.284e-03 eta: 11:17:48 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 9.8004 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8662 loss: 1.8662 2022/06/27 04:06:28 - mmengine - INFO - Epoch(train) [139][3040/3757] lr: 1.284e-03 eta: 11:17:43 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 11.8097 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5281 loss: 1.5281 2022/06/27 04:06:33 - mmengine - INFO - Epoch(train) [139][3060/3757] lr: 1.284e-03 eta: 11:17:37 time: 0.254 data_time: 0.011 memory: 5036 grad_norm: 12.9562 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4756 loss: 1.4756 2022/06/27 04:06:38 - mmengine - INFO - Epoch(train) [139][3080/3757] lr: 1.284e-03 eta: 11:17:32 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 10.3789 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.7835 loss: 1.7835 2022/06/27 04:06:44 - mmengine - INFO - Epoch(train) [139][3100/3757] lr: 1.284e-03 eta: 11:17:27 time: 0.256 data_time: 0.004 memory: 5036 grad_norm: 10.6751 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9710 loss: 1.9710 2022/06/27 04:06:49 - mmengine - INFO - Epoch(train) [139][3120/3757] lr: 1.284e-03 eta: 11:17:21 time: 0.260 data_time: 0.012 memory: 5036 grad_norm: 9.8607 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.8162 loss: 1.8162 2022/06/27 04:06:55 - mmengine - INFO - Epoch(train) [139][3140/3757] lr: 1.284e-03 eta: 11:17:16 time: 0.303 data_time: 0.024 memory: 5036 grad_norm: 9.1105 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8709 loss: 1.8709 2022/06/27 04:07:00 - mmengine - INFO - Epoch(train) [139][3160/3757] lr: 1.284e-03 eta: 11:17:11 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 10.6514 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.9802 loss: 1.9802 2022/06/27 04:07:05 - mmengine - INFO - Epoch(train) [139][3180/3757] lr: 1.284e-03 eta: 11:17:06 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 9.9647 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9953 loss: 1.9953 2022/06/27 04:07:10 - mmengine - INFO - Epoch(train) [139][3200/3757] lr: 1.284e-03 eta: 11:17:01 time: 0.264 data_time: 0.006 memory: 5036 grad_norm: 10.2113 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5668 loss: 1.5668 2022/06/27 04:07:16 - mmengine - INFO - Epoch(train) [139][3220/3757] lr: 1.284e-03 eta: 11:16:55 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 11.7301 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9714 loss: 1.9714 2022/06/27 04:07:21 - mmengine - INFO - Epoch(train) [139][3240/3757] lr: 1.284e-03 eta: 11:16:50 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 10.3854 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.2704 loss: 2.2704 2022/06/27 04:07:26 - mmengine - INFO - Epoch(train) [139][3260/3757] lr: 1.284e-03 eta: 11:16:45 time: 0.266 data_time: 0.007 memory: 5036 grad_norm: 9.0507 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.1731 loss: 2.1731 2022/06/27 04:07:32 - mmengine - INFO - Epoch(train) [139][3280/3757] lr: 1.284e-03 eta: 11:16:40 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 9.6623 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.9636 loss: 1.9636 2022/06/27 04:07:37 - mmengine - INFO - Epoch(train) [139][3300/3757] lr: 1.284e-03 eta: 11:16:34 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 11.2657 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.6822 loss: 1.6822 2022/06/27 04:07:42 - mmengine - INFO - Epoch(train) [139][3320/3757] lr: 1.284e-03 eta: 11:16:29 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 11.0637 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1613 loss: 2.1613 2022/06/27 04:07:47 - mmengine - INFO - Epoch(train) [139][3340/3757] lr: 1.284e-03 eta: 11:16:24 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 11.1846 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.3189 loss: 2.3189 2022/06/27 04:07:53 - mmengine - INFO - Epoch(train) [139][3360/3757] lr: 1.284e-03 eta: 11:16:18 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 10.6108 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.6540 loss: 1.6540 2022/06/27 04:07:58 - mmengine - INFO - Epoch(train) [139][3380/3757] lr: 1.284e-03 eta: 11:16:13 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 10.1464 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.1212 loss: 2.1212 2022/06/27 04:08:03 - mmengine - INFO - Epoch(train) [139][3400/3757] lr: 1.284e-03 eta: 11:16:08 time: 0.257 data_time: 0.012 memory: 5036 grad_norm: 9.1933 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.8585 loss: 1.8585 2022/06/27 04:08:08 - mmengine - INFO - Epoch(train) [139][3420/3757] lr: 1.284e-03 eta: 11:16:03 time: 0.256 data_time: 0.005 memory: 5036 grad_norm: 11.0223 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.8389 loss: 1.8389 2022/06/27 04:08:13 - mmengine - INFO - Epoch(train) [139][3440/3757] lr: 1.284e-03 eta: 11:15:57 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 9.9383 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.0200 loss: 2.0200 2022/06/27 04:08:19 - mmengine - INFO - Epoch(train) [139][3460/3757] lr: 1.284e-03 eta: 11:15:52 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 9.6291 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7417 loss: 1.7417 2022/06/27 04:08:24 - mmengine - INFO - Epoch(train) [139][3480/3757] lr: 1.284e-03 eta: 11:15:47 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 11.1218 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.7820 loss: 1.7820 2022/06/27 04:08:29 - mmengine - INFO - Epoch(train) [139][3500/3757] lr: 1.284e-03 eta: 11:15:42 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 10.1782 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8683 loss: 1.8683 2022/06/27 04:08:34 - mmengine - INFO - Epoch(train) [139][3520/3757] lr: 1.284e-03 eta: 11:15:36 time: 0.272 data_time: 0.006 memory: 5036 grad_norm: 10.7753 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8671 loss: 1.8671 2022/06/27 04:08:38 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 04:08:39 - mmengine - INFO - Epoch(train) [139][3540/3757] lr: 1.284e-03 eta: 11:15:31 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 10.9896 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.8556 loss: 1.8556 2022/06/27 04:08:45 - mmengine - INFO - Epoch(train) [139][3560/3757] lr: 1.284e-03 eta: 11:15:26 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 9.9611 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3661 loss: 2.3661 2022/06/27 04:08:50 - mmengine - INFO - Epoch(train) [139][3580/3757] lr: 1.284e-03 eta: 11:15:20 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 9.1801 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2261 loss: 2.2261 2022/06/27 04:08:55 - mmengine - INFO - Epoch(train) [139][3600/3757] lr: 1.284e-03 eta: 11:15:15 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 9.8980 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8989 loss: 1.8989 2022/06/27 04:09:01 - mmengine - INFO - Epoch(train) [139][3620/3757] lr: 1.284e-03 eta: 11:15:10 time: 0.251 data_time: 0.010 memory: 5036 grad_norm: 10.5515 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8115 loss: 1.8115 2022/06/27 04:09:06 - mmengine - INFO - Epoch(train) [139][3640/3757] lr: 1.284e-03 eta: 11:15:05 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 9.2502 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.1252 loss: 2.1252 2022/06/27 04:09:11 - mmengine - INFO - Epoch(train) [139][3660/3757] lr: 1.284e-03 eta: 11:14:59 time: 0.259 data_time: 0.012 memory: 5036 grad_norm: 8.8711 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.7781 loss: 1.7781 2022/06/27 04:09:17 - mmengine - INFO - Epoch(train) [139][3680/3757] lr: 1.284e-03 eta: 11:14:54 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 11.5338 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.7492 loss: 1.7492 2022/06/27 04:09:22 - mmengine - INFO - Epoch(train) [139][3700/3757] lr: 1.284e-03 eta: 11:14:49 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 10.2322 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8035 loss: 1.8035 2022/06/27 04:09:27 - mmengine - INFO - Epoch(train) [139][3720/3757] lr: 1.284e-03 eta: 11:14:44 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 9.9479 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7214 loss: 1.7214 2022/06/27 04:09:32 - mmengine - INFO - Epoch(train) [139][3740/3757] lr: 1.284e-03 eta: 11:14:38 time: 0.243 data_time: 0.011 memory: 5036 grad_norm: 10.0598 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7137 loss: 1.7137 2022/06/27 04:09:36 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 04:09:36 - mmengine - INFO - Saving checkpoint at 139 epochs 2022/06/27 04:09:50 - mmengine - INFO - Epoch(val) [139][20/310] eta: 0:01:46 time: 0.114 data_time: 0.013 memory: 5036 2022/06/27 04:09:54 - mmengine - INFO - Epoch(val) [139][40/310] eta: 0:01:34 time: 0.129 data_time: 0.015 memory: 1723 2022/06/27 04:09:59 - mmengine - INFO - Epoch(val) [139][60/310] eta: 0:00:26 time: 0.108 data_time: 0.005 memory: 1723 2022/06/27 04:10:03 - mmengine - INFO - Epoch(val) [139][80/310] eta: 0:00:24 time: 0.109 data_time: 0.001 memory: 1723 2022/06/27 04:10:10 - mmengine - INFO - Epoch(val) [139][100/310] eta: 0:01:12 time: 0.104 data_time: 0.001 memory: 1723 2022/06/27 04:10:15 - mmengine - INFO - Epoch(val) [139][120/310] eta: 0:01:14 time: 0.106 data_time: 0.005 memory: 1723 2022/06/27 04:10:20 - mmengine - INFO - Epoch(val) [139][140/310] eta: 0:00:22 time: 0.115 data_time: 0.008 memory: 1723 2022/06/27 04:10:24 - mmengine - INFO - Epoch(val) [139][160/310] eta: 0:00:15 time: 0.109 data_time: 0.002 memory: 1723 2022/06/27 04:10:31 - mmengine - INFO - Epoch(val) [139][180/310] eta: 0:00:43 time: 0.103 data_time: 0.001 memory: 1723 2022/06/27 04:10:36 - mmengine - INFO - Epoch(val) [139][200/310] eta: 0:00:39 time: 0.110 data_time: 0.008 memory: 1723 2022/06/27 04:10:40 - mmengine - INFO - Epoch(val) [139][220/310] eta: 0:00:14 time: 0.111 data_time: 0.009 memory: 1723 2022/06/27 04:10:45 - mmengine - INFO - Epoch(val) [139][240/310] eta: 0:00:07 time: 0.109 data_time: 0.001 memory: 1723 2022/06/27 04:10:52 - mmengine - INFO - Epoch(val) [139][260/310] eta: 0:00:17 time: 0.106 data_time: 0.001 memory: 1723 2022/06/27 04:10:56 - mmengine - INFO - Epoch(val) [139][280/310] eta: 0:00:09 time: 0.104 data_time: 0.001 memory: 1723 2022/06/27 04:10:58 - mmengine - INFO - Epoch(val) [139][300/310] eta: 0:00:01 time: 0.108 data_time: 0.007 memory: 1723 2022/06/27 04:11:00 - mmengine - INFO - Epoch(val) [139][310/310] acc/top1: 0.5877 acc/top5: 0.8108 acc/mean1: 0.5876 2022/06/27 04:11:10 - mmengine - INFO - Epoch(train) [140][20/3757] lr: 1.226e-03 eta: 11:14:29 time: 0.271 data_time: 0.009 memory: 5036 grad_norm: 9.1140 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8426 loss: 1.8426 2022/06/27 04:11:16 - mmengine - INFO - Epoch(train) [140][40/3757] lr: 1.226e-03 eta: 11:14:24 time: 0.253 data_time: 0.004 memory: 5036 grad_norm: 10.6505 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9068 loss: 1.9068 2022/06/27 04:11:21 - mmengine - INFO - Epoch(train) [140][60/3757] lr: 1.226e-03 eta: 11:14:19 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 10.7617 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.6123 loss: 1.6123 2022/06/27 04:11:26 - mmengine - INFO - Epoch(train) [140][80/3757] lr: 1.226e-03 eta: 11:14:14 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 10.9645 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.9387 loss: 1.9387 2022/06/27 04:11:32 - mmengine - INFO - Epoch(train) [140][100/3757] lr: 1.226e-03 eta: 11:14:09 time: 0.268 data_time: 0.003 memory: 5036 grad_norm: 9.7983 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4710 loss: 1.4710 2022/06/27 04:11:37 - mmengine - INFO - Epoch(train) [140][120/3757] lr: 1.226e-03 eta: 11:14:03 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 9.9069 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.8370 loss: 1.8370 2022/06/27 04:11:42 - mmengine - INFO - Epoch(train) [140][140/3757] lr: 1.226e-03 eta: 11:13:58 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 10.6394 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.8495 loss: 1.8495 2022/06/27 04:11:48 - mmengine - INFO - Epoch(train) [140][160/3757] lr: 1.226e-03 eta: 11:13:53 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 10.7452 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0614 loss: 2.0614 2022/06/27 04:11:53 - mmengine - INFO - Epoch(train) [140][180/3757] lr: 1.226e-03 eta: 11:13:48 time: 0.268 data_time: 0.003 memory: 5036 grad_norm: 11.6203 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.2924 loss: 2.2924 2022/06/27 04:11:58 - mmengine - INFO - Epoch(train) [140][200/3757] lr: 1.226e-03 eta: 11:13:42 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 10.4976 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.7507 loss: 1.7507 2022/06/27 04:12:04 - mmengine - INFO - Epoch(train) [140][220/3757] lr: 1.226e-03 eta: 11:13:37 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 10.2563 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1381 loss: 2.1381 2022/06/27 04:12:09 - mmengine - INFO - Epoch(train) [140][240/3757] lr: 1.226e-03 eta: 11:13:32 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 9.6182 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8950 loss: 1.8950 2022/06/27 04:12:14 - mmengine - INFO - Epoch(train) [140][260/3757] lr: 1.226e-03 eta: 11:13:27 time: 0.295 data_time: 0.003 memory: 5036 grad_norm: 11.3752 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8417 loss: 1.8417 2022/06/27 04:12:20 - mmengine - INFO - Epoch(train) [140][280/3757] lr: 1.226e-03 eta: 11:13:21 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 9.1845 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0187 loss: 2.0187 2022/06/27 04:12:25 - mmengine - INFO - Epoch(train) [140][300/3757] lr: 1.226e-03 eta: 11:13:16 time: 0.262 data_time: 0.009 memory: 5036 grad_norm: 9.0715 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1964 loss: 2.1964 2022/06/27 04:12:30 - mmengine - INFO - Epoch(train) [140][320/3757] lr: 1.226e-03 eta: 11:13:11 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 9.8525 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4862 loss: 1.4862 2022/06/27 04:12:36 - mmengine - INFO - Epoch(train) [140][340/3757] lr: 1.226e-03 eta: 11:13:06 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 12.0006 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.1406 loss: 2.1406 2022/06/27 04:12:41 - mmengine - INFO - Epoch(train) [140][360/3757] lr: 1.226e-03 eta: 11:13:00 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 9.7453 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2599 loss: 2.2599 2022/06/27 04:12:46 - mmengine - INFO - Epoch(train) [140][380/3757] lr: 1.226e-03 eta: 11:12:55 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 9.8702 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.8639 loss: 1.8639 2022/06/27 04:12:51 - mmengine - INFO - Epoch(train) [140][400/3757] lr: 1.226e-03 eta: 11:12:50 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 9.4987 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0609 loss: 2.0609 2022/06/27 04:12:57 - mmengine - INFO - Epoch(train) [140][420/3757] lr: 1.226e-03 eta: 11:12:45 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 12.0783 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0426 loss: 2.0426 2022/06/27 04:13:02 - mmengine - INFO - Epoch(train) [140][440/3757] lr: 1.226e-03 eta: 11:12:39 time: 0.260 data_time: 0.011 memory: 5036 grad_norm: 11.6486 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4056 loss: 1.4056 2022/06/27 04:13:07 - mmengine - INFO - Epoch(train) [140][460/3757] lr: 1.226e-03 eta: 11:12:34 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 10.6208 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9658 loss: 1.9658 2022/06/27 04:13:12 - mmengine - INFO - Epoch(train) [140][480/3757] lr: 1.226e-03 eta: 11:12:29 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 11.1969 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.9257 loss: 1.9257 2022/06/27 04:13:18 - mmengine - INFO - Epoch(train) [140][500/3757] lr: 1.226e-03 eta: 11:12:24 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 10.9334 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9374 loss: 1.9374 2022/06/27 04:13:23 - mmengine - INFO - Epoch(train) [140][520/3757] lr: 1.226e-03 eta: 11:12:18 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 10.2459 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9491 loss: 1.9491 2022/06/27 04:13:28 - mmengine - INFO - Epoch(train) [140][540/3757] lr: 1.226e-03 eta: 11:12:13 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 11.3099 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.4887 loss: 2.4887 2022/06/27 04:13:33 - mmengine - INFO - Epoch(train) [140][560/3757] lr: 1.226e-03 eta: 11:12:08 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 11.1008 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4952 loss: 1.4952 2022/06/27 04:13:39 - mmengine - INFO - Epoch(train) [140][580/3757] lr: 1.226e-03 eta: 11:12:03 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 9.7386 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7151 loss: 1.7151 2022/06/27 04:13:44 - mmengine - INFO - Epoch(train) [140][600/3757] lr: 1.226e-03 eta: 11:11:57 time: 0.265 data_time: 0.006 memory: 5036 grad_norm: 11.0408 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.4947 loss: 1.4947 2022/06/27 04:13:49 - mmengine - INFO - Epoch(train) [140][620/3757] lr: 1.226e-03 eta: 11:11:52 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 11.9777 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9018 loss: 1.9018 2022/06/27 04:13:55 - mmengine - INFO - Epoch(train) [140][640/3757] lr: 1.226e-03 eta: 11:11:47 time: 0.301 data_time: 0.004 memory: 5036 grad_norm: 10.0781 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.8682 loss: 1.8682 2022/06/27 04:14:00 - mmengine - INFO - Epoch(train) [140][660/3757] lr: 1.226e-03 eta: 11:11:42 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 9.5671 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1656 loss: 2.1656 2022/06/27 04:14:05 - mmengine - INFO - Epoch(train) [140][680/3757] lr: 1.226e-03 eta: 11:11:36 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 10.4345 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.4893 loss: 1.4893 2022/06/27 04:14:10 - mmengine - INFO - Epoch(train) [140][700/3757] lr: 1.226e-03 eta: 11:11:31 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 10.7861 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.5287 loss: 1.5287 2022/06/27 04:14:16 - mmengine - INFO - Epoch(train) [140][720/3757] lr: 1.226e-03 eta: 11:11:26 time: 0.259 data_time: 0.009 memory: 5036 grad_norm: 8.3821 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.2796 loss: 2.2796 2022/06/27 04:14:21 - mmengine - INFO - Epoch(train) [140][740/3757] lr: 1.226e-03 eta: 11:11:20 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 10.3449 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.1217 loss: 2.1217 2022/06/27 04:14:26 - mmengine - INFO - Epoch(train) [140][760/3757] lr: 1.226e-03 eta: 11:11:15 time: 0.262 data_time: 0.010 memory: 5036 grad_norm: 11.4181 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4740 loss: 2.4740 2022/06/27 04:14:31 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 04:14:31 - mmengine - INFO - Epoch(train) [140][780/3757] lr: 1.226e-03 eta: 11:11:10 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 11.4447 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9597 loss: 1.9597 2022/06/27 04:14:37 - mmengine - INFO - Epoch(train) [140][800/3757] lr: 1.226e-03 eta: 11:11:05 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 10.6051 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7382 loss: 1.7382 2022/06/27 04:14:42 - mmengine - INFO - Epoch(train) [140][820/3757] lr: 1.226e-03 eta: 11:10:59 time: 0.264 data_time: 0.007 memory: 5036 grad_norm: 10.1246 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.8246 loss: 1.8246 2022/06/27 04:14:47 - mmengine - INFO - Epoch(train) [140][840/3757] lr: 1.226e-03 eta: 11:10:54 time: 0.258 data_time: 0.012 memory: 5036 grad_norm: 9.2909 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3751 loss: 1.3751 2022/06/27 04:14:53 - mmengine - INFO - Epoch(train) [140][860/3757] lr: 1.226e-03 eta: 11:10:49 time: 0.253 data_time: 0.008 memory: 5036 grad_norm: 11.2721 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8252 loss: 1.8252 2022/06/27 04:14:58 - mmengine - INFO - Epoch(train) [140][880/3757] lr: 1.226e-03 eta: 11:10:44 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 9.5973 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1109 loss: 2.1109 2022/06/27 04:15:03 - mmengine - INFO - Epoch(train) [140][900/3757] lr: 1.226e-03 eta: 11:10:38 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 10.9404 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.0732 loss: 2.0732 2022/06/27 04:15:09 - mmengine - INFO - Epoch(train) [140][920/3757] lr: 1.226e-03 eta: 11:10:33 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 9.9535 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1927 loss: 2.1927 2022/06/27 04:15:14 - mmengine - INFO - Epoch(train) [140][940/3757] lr: 1.226e-03 eta: 11:10:28 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 9.0938 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8306 loss: 1.8306 2022/06/27 04:15:20 - mmengine - INFO - Epoch(train) [140][960/3757] lr: 1.226e-03 eta: 11:10:23 time: 0.257 data_time: 0.010 memory: 5036 grad_norm: 12.5713 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.5224 loss: 1.5224 2022/06/27 04:15:25 - mmengine - INFO - Epoch(train) [140][980/3757] lr: 1.226e-03 eta: 11:10:18 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 10.3764 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.8293 loss: 1.8293 2022/06/27 04:15:30 - mmengine - INFO - Epoch(train) [140][1000/3757] lr: 1.226e-03 eta: 11:10:12 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 10.9859 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6023 loss: 1.6023 2022/06/27 04:15:35 - mmengine - INFO - Epoch(train) [140][1020/3757] lr: 1.226e-03 eta: 11:10:07 time: 0.260 data_time: 0.011 memory: 5036 grad_norm: 9.7886 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.8410 loss: 1.8410 2022/06/27 04:15:41 - mmengine - INFO - Epoch(train) [140][1040/3757] lr: 1.226e-03 eta: 11:10:02 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 8.2481 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9463 loss: 1.9463 2022/06/27 04:15:46 - mmengine - INFO - Epoch(train) [140][1060/3757] lr: 1.226e-03 eta: 11:09:56 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 10.0882 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.7441 loss: 1.7441 2022/06/27 04:15:51 - mmengine - INFO - Epoch(train) [140][1080/3757] lr: 1.226e-03 eta: 11:09:51 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 8.5409 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1419 loss: 2.1419 2022/06/27 04:15:56 - mmengine - INFO - Epoch(train) [140][1100/3757] lr: 1.226e-03 eta: 11:09:46 time: 0.258 data_time: 0.010 memory: 5036 grad_norm: 9.8843 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5423 loss: 1.5423 2022/06/27 04:16:01 - mmengine - INFO - Epoch(train) [140][1120/3757] lr: 1.226e-03 eta: 11:09:41 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 10.3108 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0918 loss: 2.0918 2022/06/27 04:16:07 - mmengine - INFO - Epoch(train) [140][1140/3757] lr: 1.226e-03 eta: 11:09:35 time: 0.265 data_time: 0.007 memory: 5036 grad_norm: 9.1726 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0339 loss: 2.0339 2022/06/27 04:16:12 - mmengine - INFO - Epoch(train) [140][1160/3757] lr: 1.226e-03 eta: 11:09:30 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 8.3179 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6074 loss: 1.6074 2022/06/27 04:16:17 - mmengine - INFO - Epoch(train) [140][1180/3757] lr: 1.226e-03 eta: 11:09:25 time: 0.265 data_time: 0.007 memory: 5036 grad_norm: 10.3375 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5150 loss: 1.5150 2022/06/27 04:16:23 - mmengine - INFO - Epoch(train) [140][1200/3757] lr: 1.226e-03 eta: 11:09:20 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 10.7194 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7934 loss: 1.7934 2022/06/27 04:16:28 - mmengine - INFO - Epoch(train) [140][1220/3757] lr: 1.226e-03 eta: 11:09:14 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 10.8822 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.9648 loss: 1.9648 2022/06/27 04:16:33 - mmengine - INFO - Epoch(train) [140][1240/3757] lr: 1.226e-03 eta: 11:09:09 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 11.2261 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7665 loss: 1.7665 2022/06/27 04:16:38 - mmengine - INFO - Epoch(train) [140][1260/3757] lr: 1.226e-03 eta: 11:09:04 time: 0.262 data_time: 0.009 memory: 5036 grad_norm: 10.2453 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.9666 loss: 1.9666 2022/06/27 04:16:43 - mmengine - INFO - Epoch(train) [140][1280/3757] lr: 1.226e-03 eta: 11:08:59 time: 0.268 data_time: 0.006 memory: 5036 grad_norm: 10.3970 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.1883 loss: 2.1883 2022/06/27 04:16:49 - mmengine - INFO - Epoch(train) [140][1300/3757] lr: 1.226e-03 eta: 11:08:53 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 9.4819 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7465 loss: 1.7465 2022/06/27 04:16:54 - mmengine - INFO - Epoch(train) [140][1320/3757] lr: 1.226e-03 eta: 11:08:48 time: 0.251 data_time: 0.007 memory: 5036 grad_norm: 9.5285 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7727 loss: 1.7727 2022/06/27 04:16:59 - mmengine - INFO - Epoch(train) [140][1340/3757] lr: 1.226e-03 eta: 11:08:43 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 11.0169 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.9978 loss: 1.9978 2022/06/27 04:17:04 - mmengine - INFO - Epoch(train) [140][1360/3757] lr: 1.226e-03 eta: 11:08:38 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 10.8787 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6645 loss: 1.6645 2022/06/27 04:17:10 - mmengine - INFO - Epoch(train) [140][1380/3757] lr: 1.226e-03 eta: 11:08:32 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 12.4871 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0229 loss: 2.0229 2022/06/27 04:17:15 - mmengine - INFO - Epoch(train) [140][1400/3757] lr: 1.226e-03 eta: 11:08:27 time: 0.305 data_time: 0.003 memory: 5036 grad_norm: 11.2014 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5854 loss: 1.5854 2022/06/27 04:17:20 - mmengine - INFO - Epoch(train) [140][1420/3757] lr: 1.226e-03 eta: 11:08:22 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 9.7795 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7987 loss: 1.7987 2022/06/27 04:17:25 - mmengine - INFO - Epoch(train) [140][1440/3757] lr: 1.226e-03 eta: 11:08:16 time: 0.260 data_time: 0.010 memory: 5036 grad_norm: 11.7498 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5310 loss: 1.5310 2022/06/27 04:17:31 - mmengine - INFO - Epoch(train) [140][1460/3757] lr: 1.226e-03 eta: 11:08:11 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 10.9741 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9873 loss: 1.9873 2022/06/27 04:17:36 - mmengine - INFO - Epoch(train) [140][1480/3757] lr: 1.226e-03 eta: 11:08:06 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 12.6889 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.0130 loss: 2.0130 2022/06/27 04:17:41 - mmengine - INFO - Epoch(train) [140][1500/3757] lr: 1.226e-03 eta: 11:08:01 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 10.3503 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6456 loss: 1.6456 2022/06/27 04:17:46 - mmengine - INFO - Epoch(train) [140][1520/3757] lr: 1.226e-03 eta: 11:07:55 time: 0.261 data_time: 0.009 memory: 5036 grad_norm: 8.7539 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.7465 loss: 1.7465 2022/06/27 04:17:52 - mmengine - INFO - Epoch(train) [140][1540/3757] lr: 1.226e-03 eta: 11:07:50 time: 0.252 data_time: 0.010 memory: 5036 grad_norm: 11.6044 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6105 loss: 1.6105 2022/06/27 04:17:57 - mmengine - INFO - Epoch(train) [140][1560/3757] lr: 1.226e-03 eta: 11:07:45 time: 0.264 data_time: 0.006 memory: 5036 grad_norm: 12.1868 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0297 loss: 2.0297 2022/06/27 04:18:02 - mmengine - INFO - Epoch(train) [140][1580/3757] lr: 1.226e-03 eta: 11:07:40 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 10.4896 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5801 loss: 1.5801 2022/06/27 04:18:07 - mmengine - INFO - Epoch(train) [140][1600/3757] lr: 1.226e-03 eta: 11:07:34 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 11.9350 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.4494 loss: 1.4494 2022/06/27 04:18:13 - mmengine - INFO - Epoch(train) [140][1620/3757] lr: 1.226e-03 eta: 11:07:29 time: 0.265 data_time: 0.006 memory: 5036 grad_norm: 10.2716 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7603 loss: 1.7603 2022/06/27 04:18:18 - mmengine - INFO - Epoch(train) [140][1640/3757] lr: 1.226e-03 eta: 11:07:24 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 10.0480 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1240 loss: 2.1240 2022/06/27 04:18:23 - mmengine - INFO - Epoch(train) [140][1660/3757] lr: 1.226e-03 eta: 11:07:18 time: 0.259 data_time: 0.010 memory: 5036 grad_norm: 11.3186 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7895 loss: 1.7895 2022/06/27 04:18:28 - mmengine - INFO - Epoch(train) [140][1680/3757] lr: 1.226e-03 eta: 11:07:13 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 10.1382 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7466 loss: 1.7466 2022/06/27 04:18:33 - mmengine - INFO - Epoch(train) [140][1700/3757] lr: 1.226e-03 eta: 11:07:08 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 9.9775 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5685 loss: 1.5685 2022/06/27 04:18:39 - mmengine - INFO - Epoch(train) [140][1720/3757] lr: 1.226e-03 eta: 11:07:03 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 8.9182 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8812 loss: 1.8812 2022/06/27 04:18:44 - mmengine - INFO - Epoch(train) [140][1740/3757] lr: 1.226e-03 eta: 11:06:57 time: 0.251 data_time: 0.007 memory: 5036 grad_norm: 10.9936 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2894 loss: 2.2894 2022/06/27 04:18:49 - mmengine - INFO - Epoch(train) [140][1760/3757] lr: 1.226e-03 eta: 11:06:52 time: 0.255 data_time: 0.010 memory: 5036 grad_norm: 8.9344 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.8855 loss: 1.8855 2022/06/27 04:18:54 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 04:18:54 - mmengine - INFO - Epoch(train) [140][1780/3757] lr: 1.226e-03 eta: 11:06:47 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 10.7632 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5479 loss: 1.5479 2022/06/27 04:19:00 - mmengine - INFO - Epoch(train) [140][1800/3757] lr: 1.226e-03 eta: 11:06:42 time: 0.245 data_time: 0.003 memory: 5036 grad_norm: 9.9678 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1550 loss: 2.1550 2022/06/27 04:19:05 - mmengine - INFO - Epoch(train) [140][1820/3757] lr: 1.226e-03 eta: 11:06:36 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 11.2886 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.7096 loss: 1.7096 2022/06/27 04:19:10 - mmengine - INFO - Epoch(train) [140][1840/3757] lr: 1.226e-03 eta: 11:06:31 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 12.3983 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.6502 loss: 1.6502 2022/06/27 04:19:16 - mmengine - INFO - Epoch(train) [140][1860/3757] lr: 1.226e-03 eta: 11:06:26 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 9.8229 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0236 loss: 2.0236 2022/06/27 04:19:21 - mmengine - INFO - Epoch(train) [140][1880/3757] lr: 1.226e-03 eta: 11:06:21 time: 0.264 data_time: 0.006 memory: 5036 grad_norm: 11.8379 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5020 loss: 1.5020 2022/06/27 04:19:26 - mmengine - INFO - Epoch(train) [140][1900/3757] lr: 1.226e-03 eta: 11:06:15 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 9.1906 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1491 loss: 2.1491 2022/06/27 04:19:31 - mmengine - INFO - Epoch(train) [140][1920/3757] lr: 1.226e-03 eta: 11:06:10 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 10.5391 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.7145 loss: 1.7145 2022/06/27 04:19:37 - mmengine - INFO - Epoch(train) [140][1940/3757] lr: 1.226e-03 eta: 11:06:05 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 10.5618 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.8818 loss: 1.8818 2022/06/27 04:19:42 - mmengine - INFO - Epoch(train) [140][1960/3757] lr: 1.226e-03 eta: 11:06:00 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 10.1176 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6491 loss: 1.6491 2022/06/27 04:19:47 - mmengine - INFO - Epoch(train) [140][1980/3757] lr: 1.226e-03 eta: 11:05:54 time: 0.270 data_time: 0.007 memory: 5036 grad_norm: 8.9171 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7176 loss: 1.7176 2022/06/27 04:19:52 - mmengine - INFO - Epoch(train) [140][2000/3757] lr: 1.226e-03 eta: 11:05:49 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 11.4685 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.8113 loss: 1.8113 2022/06/27 04:19:58 - mmengine - INFO - Epoch(train) [140][2020/3757] lr: 1.226e-03 eta: 11:05:44 time: 0.257 data_time: 0.011 memory: 5036 grad_norm: 11.1561 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6053 loss: 1.6053 2022/06/27 04:20:03 - mmengine - INFO - Epoch(train) [140][2040/3757] lr: 1.226e-03 eta: 11:05:38 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 9.9301 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7882 loss: 1.7882 2022/06/27 04:20:08 - mmengine - INFO - Epoch(train) [140][2060/3757] lr: 1.226e-03 eta: 11:05:33 time: 0.259 data_time: 0.009 memory: 5036 grad_norm: 11.7320 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1041 loss: 2.1041 2022/06/27 04:20:13 - mmengine - INFO - Epoch(train) [140][2080/3757] lr: 1.226e-03 eta: 11:05:28 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 8.5805 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.1374 loss: 2.1374 2022/06/27 04:20:19 - mmengine - INFO - Epoch(train) [140][2100/3757] lr: 1.226e-03 eta: 11:05:23 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 8.9568 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.9229 loss: 1.9229 2022/06/27 04:20:24 - mmengine - INFO - Epoch(train) [140][2120/3757] lr: 1.226e-03 eta: 11:05:17 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 10.5507 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0207 loss: 2.0207 2022/06/27 04:20:29 - mmengine - INFO - Epoch(train) [140][2140/3757] lr: 1.226e-03 eta: 11:05:12 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 11.4073 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6873 loss: 1.6873 2022/06/27 04:20:35 - mmengine - INFO - Epoch(train) [140][2160/3757] lr: 1.226e-03 eta: 11:05:07 time: 0.251 data_time: 0.005 memory: 5036 grad_norm: 11.0484 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4588 loss: 1.4588 2022/06/27 04:20:40 - mmengine - INFO - Epoch(train) [140][2180/3757] lr: 1.226e-03 eta: 11:05:02 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 9.0357 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1002 loss: 2.1002 2022/06/27 04:20:45 - mmengine - INFO - Epoch(train) [140][2200/3757] lr: 1.226e-03 eta: 11:04:56 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 9.9109 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4184 loss: 1.4184 2022/06/27 04:20:50 - mmengine - INFO - Epoch(train) [140][2220/3757] lr: 1.226e-03 eta: 11:04:51 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 14.5166 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.2056 loss: 2.2056 2022/06/27 04:20:56 - mmengine - INFO - Epoch(train) [140][2240/3757] lr: 1.226e-03 eta: 11:04:46 time: 0.277 data_time: 0.004 memory: 5036 grad_norm: 10.8555 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9052 loss: 1.9052 2022/06/27 04:21:01 - mmengine - INFO - Epoch(train) [140][2260/3757] lr: 1.226e-03 eta: 11:04:41 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 9.5307 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8130 loss: 1.8130 2022/06/27 04:21:06 - mmengine - INFO - Epoch(train) [140][2280/3757] lr: 1.226e-03 eta: 11:04:35 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 9.8543 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5306 loss: 1.5306 2022/06/27 04:21:11 - mmengine - INFO - Epoch(train) [140][2300/3757] lr: 1.226e-03 eta: 11:04:30 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 9.8206 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7326 loss: 1.7326 2022/06/27 04:21:17 - mmengine - INFO - Epoch(train) [140][2320/3757] lr: 1.226e-03 eta: 11:04:25 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 8.9815 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.6072 loss: 1.6072 2022/06/27 04:21:22 - mmengine - INFO - Epoch(train) [140][2340/3757] lr: 1.226e-03 eta: 11:04:20 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 11.9546 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5999 loss: 1.5999 2022/06/27 04:21:27 - mmengine - INFO - Epoch(train) [140][2360/3757] lr: 1.226e-03 eta: 11:04:14 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 11.6879 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.9073 loss: 1.9073 2022/06/27 04:21:32 - mmengine - INFO - Epoch(train) [140][2380/3757] lr: 1.226e-03 eta: 11:04:09 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 10.0304 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0642 loss: 2.0642 2022/06/27 04:21:38 - mmengine - INFO - Epoch(train) [140][2400/3757] lr: 1.226e-03 eta: 11:04:04 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 11.0331 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.9360 loss: 1.9360 2022/06/27 04:21:43 - mmengine - INFO - Epoch(train) [140][2420/3757] lr: 1.226e-03 eta: 11:03:59 time: 0.268 data_time: 0.003 memory: 5036 grad_norm: 12.2295 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.0029 loss: 2.0029 2022/06/27 04:21:48 - mmengine - INFO - Epoch(train) [140][2440/3757] lr: 1.226e-03 eta: 11:03:53 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 10.5245 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6718 loss: 1.6718 2022/06/27 04:21:54 - mmengine - INFO - Epoch(train) [140][2460/3757] lr: 1.226e-03 eta: 11:03:48 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 11.6041 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.5855 loss: 1.5855 2022/06/27 04:21:59 - mmengine - INFO - Epoch(train) [140][2480/3757] lr: 1.226e-03 eta: 11:03:43 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 9.6704 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.7415 loss: 1.7415 2022/06/27 04:22:04 - mmengine - INFO - Epoch(train) [140][2500/3757] lr: 1.226e-03 eta: 11:03:38 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 12.3421 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.9390 loss: 1.9390 2022/06/27 04:22:09 - mmengine - INFO - Epoch(train) [140][2520/3757] lr: 1.226e-03 eta: 11:03:32 time: 0.264 data_time: 0.009 memory: 5036 grad_norm: 13.6889 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1344 loss: 2.1344 2022/06/27 04:22:15 - mmengine - INFO - Epoch(train) [140][2540/3757] lr: 1.226e-03 eta: 11:03:27 time: 0.261 data_time: 0.011 memory: 5036 grad_norm: 8.2780 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8078 loss: 1.8078 2022/06/27 04:22:20 - mmengine - INFO - Epoch(train) [140][2560/3757] lr: 1.226e-03 eta: 11:03:22 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 8.6550 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7874 loss: 1.7874 2022/06/27 04:22:25 - mmengine - INFO - Epoch(train) [140][2580/3757] lr: 1.226e-03 eta: 11:03:16 time: 0.266 data_time: 0.010 memory: 5036 grad_norm: 10.4876 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0377 loss: 2.0377 2022/06/27 04:22:30 - mmengine - INFO - Epoch(train) [140][2600/3757] lr: 1.226e-03 eta: 11:03:11 time: 0.251 data_time: 0.009 memory: 5036 grad_norm: 9.3959 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.9289 loss: 1.9289 2022/06/27 04:22:36 - mmengine - INFO - Epoch(train) [140][2620/3757] lr: 1.226e-03 eta: 11:03:06 time: 0.341 data_time: 0.003 memory: 5036 grad_norm: 8.8704 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7921 loss: 1.7921 2022/06/27 04:22:41 - mmengine - INFO - Epoch(train) [140][2640/3757] lr: 1.226e-03 eta: 11:03:01 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 10.7169 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3656 loss: 1.3656 2022/06/27 04:22:46 - mmengine - INFO - Epoch(train) [140][2660/3757] lr: 1.226e-03 eta: 11:02:56 time: 0.271 data_time: 0.007 memory: 5036 grad_norm: 11.1419 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1874 loss: 2.1874 2022/06/27 04:22:52 - mmengine - INFO - Epoch(train) [140][2680/3757] lr: 1.226e-03 eta: 11:02:50 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 10.6776 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.6817 loss: 1.6817 2022/06/27 04:22:57 - mmengine - INFO - Epoch(train) [140][2700/3757] lr: 1.226e-03 eta: 11:02:45 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 8.5998 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9455 loss: 1.9455 2022/06/27 04:23:02 - mmengine - INFO - Epoch(train) [140][2720/3757] lr: 1.226e-03 eta: 11:02:40 time: 0.271 data_time: 0.007 memory: 5036 grad_norm: 9.9101 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0406 loss: 2.0406 2022/06/27 04:23:08 - mmengine - INFO - Epoch(train) [140][2740/3757] lr: 1.226e-03 eta: 11:02:35 time: 0.265 data_time: 0.006 memory: 5036 grad_norm: 10.4571 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1002 loss: 2.1002 2022/06/27 04:23:13 - mmengine - INFO - Epoch(train) [140][2760/3757] lr: 1.226e-03 eta: 11:02:29 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 10.3583 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.1238 loss: 2.1238 2022/06/27 04:23:17 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 04:23:18 - mmengine - INFO - Epoch(train) [140][2780/3757] lr: 1.226e-03 eta: 11:02:24 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 11.7868 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6914 loss: 1.6914 2022/06/27 04:23:23 - mmengine - INFO - Epoch(train) [140][2800/3757] lr: 1.226e-03 eta: 11:02:19 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 11.8723 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.5656 loss: 1.5656 2022/06/27 04:23:29 - mmengine - INFO - Epoch(train) [140][2820/3757] lr: 1.226e-03 eta: 11:02:14 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 11.8017 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.3986 loss: 1.3986 2022/06/27 04:23:34 - mmengine - INFO - Epoch(train) [140][2840/3757] lr: 1.226e-03 eta: 11:02:08 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 10.9577 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9103 loss: 1.9103 2022/06/27 04:23:39 - mmengine - INFO - Epoch(train) [140][2860/3757] lr: 1.226e-03 eta: 11:02:03 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 10.1711 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8005 loss: 1.8005 2022/06/27 04:23:44 - mmengine - INFO - Epoch(train) [140][2880/3757] lr: 1.226e-03 eta: 11:01:58 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 12.3848 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.5053 loss: 1.5053 2022/06/27 04:23:50 - mmengine - INFO - Epoch(train) [140][2900/3757] lr: 1.226e-03 eta: 11:01:52 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 11.0395 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8361 loss: 1.8361 2022/06/27 04:23:55 - mmengine - INFO - Epoch(train) [140][2920/3757] lr: 1.226e-03 eta: 11:01:47 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 10.5886 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0568 loss: 2.0568 2022/06/27 04:24:00 - mmengine - INFO - Epoch(train) [140][2940/3757] lr: 1.226e-03 eta: 11:01:42 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 8.5042 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0901 loss: 2.0901 2022/06/27 04:24:06 - mmengine - INFO - Epoch(train) [140][2960/3757] lr: 1.226e-03 eta: 11:01:37 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 8.6619 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8359 loss: 1.8359 2022/06/27 04:24:11 - mmengine - INFO - Epoch(train) [140][2980/3757] lr: 1.226e-03 eta: 11:01:31 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 10.7073 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.0061 loss: 2.0061 2022/06/27 04:24:17 - mmengine - INFO - Epoch(train) [140][3000/3757] lr: 1.226e-03 eta: 11:01:26 time: 0.267 data_time: 0.007 memory: 5036 grad_norm: 11.8404 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.9215 loss: 1.9215 2022/06/27 04:24:22 - mmengine - INFO - Epoch(train) [140][3020/3757] lr: 1.226e-03 eta: 11:01:21 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 10.3657 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6709 loss: 1.6709 2022/06/27 04:24:27 - mmengine - INFO - Epoch(train) [140][3040/3757] lr: 1.226e-03 eta: 11:01:16 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 10.7171 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0579 loss: 2.0579 2022/06/27 04:24:32 - mmengine - INFO - Epoch(train) [140][3060/3757] lr: 1.226e-03 eta: 11:01:10 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 12.5583 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 1.8069 loss: 1.8069 2022/06/27 04:24:37 - mmengine - INFO - Epoch(train) [140][3080/3757] lr: 1.226e-03 eta: 11:01:05 time: 0.271 data_time: 0.007 memory: 5036 grad_norm: 10.4502 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4252 loss: 1.4252 2022/06/27 04:24:43 - mmengine - INFO - Epoch(train) [140][3100/3757] lr: 1.226e-03 eta: 11:01:00 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 11.1540 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.9381 loss: 1.9381 2022/06/27 04:24:48 - mmengine - INFO - Epoch(train) [140][3120/3757] lr: 1.226e-03 eta: 11:00:55 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 11.4995 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.0756 loss: 2.0756 2022/06/27 04:24:53 - mmengine - INFO - Epoch(train) [140][3140/3757] lr: 1.226e-03 eta: 11:00:49 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 10.1772 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6572 loss: 1.6572 2022/06/27 04:24:58 - mmengine - INFO - Epoch(train) [140][3160/3757] lr: 1.226e-03 eta: 11:00:44 time: 0.260 data_time: 0.012 memory: 5036 grad_norm: 11.3344 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1460 loss: 2.1460 2022/06/27 04:25:04 - mmengine - INFO - Epoch(train) [140][3180/3757] lr: 1.226e-03 eta: 11:00:39 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 9.6551 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7801 loss: 1.7801 2022/06/27 04:25:09 - mmengine - INFO - Epoch(train) [140][3200/3757] lr: 1.226e-03 eta: 11:00:34 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 11.0057 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.5585 loss: 2.5585 2022/06/27 04:25:14 - mmengine - INFO - Epoch(train) [140][3220/3757] lr: 1.226e-03 eta: 11:00:28 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 11.3209 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8249 loss: 1.8249 2022/06/27 04:25:19 - mmengine - INFO - Epoch(train) [140][3240/3757] lr: 1.226e-03 eta: 11:00:23 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 10.0146 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 1.8666 loss: 1.8666 2022/06/27 04:25:25 - mmengine - INFO - Epoch(train) [140][3260/3757] lr: 1.226e-03 eta: 11:00:18 time: 0.257 data_time: 0.010 memory: 5036 grad_norm: 10.8947 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9272 loss: 1.9272 2022/06/27 04:25:30 - mmengine - INFO - Epoch(train) [140][3280/3757] lr: 1.226e-03 eta: 11:00:13 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 11.2467 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6292 loss: 1.6292 2022/06/27 04:25:35 - mmengine - INFO - Epoch(train) [140][3300/3757] lr: 1.226e-03 eta: 11:00:07 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 11.0056 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1623 loss: 2.1623 2022/06/27 04:25:41 - mmengine - INFO - Epoch(train) [140][3320/3757] lr: 1.226e-03 eta: 11:00:02 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 11.9836 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0977 loss: 2.0977 2022/06/27 04:25:46 - mmengine - INFO - Epoch(train) [140][3340/3757] lr: 1.226e-03 eta: 10:59:57 time: 0.267 data_time: 0.009 memory: 5036 grad_norm: 11.0495 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8760 loss: 1.8760 2022/06/27 04:25:51 - mmengine - INFO - Epoch(train) [140][3360/3757] lr: 1.226e-03 eta: 10:59:52 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 11.2293 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.8634 loss: 1.8634 2022/06/27 04:25:57 - mmengine - INFO - Epoch(train) [140][3380/3757] lr: 1.226e-03 eta: 10:59:46 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 9.9616 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.8080 loss: 1.8080 2022/06/27 04:26:02 - mmengine - INFO - Epoch(train) [140][3400/3757] lr: 1.226e-03 eta: 10:59:41 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 8.8529 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7109 loss: 1.7109 2022/06/27 04:26:07 - mmengine - INFO - Epoch(train) [140][3420/3757] lr: 1.226e-03 eta: 10:59:36 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 10.2260 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.8242 loss: 1.8242 2022/06/27 04:26:12 - mmengine - INFO - Epoch(train) [140][3440/3757] lr: 1.226e-03 eta: 10:59:31 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 9.9622 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.0518 loss: 2.0518 2022/06/27 04:26:18 - mmengine - INFO - Epoch(train) [140][3460/3757] lr: 1.226e-03 eta: 10:59:25 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 11.3298 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6736 loss: 1.6736 2022/06/27 04:26:23 - mmengine - INFO - Epoch(train) [140][3480/3757] lr: 1.226e-03 eta: 10:59:20 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 11.4900 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.5854 loss: 1.5854 2022/06/27 04:26:29 - mmengine - INFO - Epoch(train) [140][3500/3757] lr: 1.226e-03 eta: 10:59:15 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 10.0611 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7490 loss: 1.7490 2022/06/27 04:26:34 - mmengine - INFO - Epoch(train) [140][3520/3757] lr: 1.226e-03 eta: 10:59:10 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 9.7445 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9525 loss: 1.9525 2022/06/27 04:26:39 - mmengine - INFO - Epoch(train) [140][3540/3757] lr: 1.226e-03 eta: 10:59:04 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 12.1301 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2309 loss: 2.2309 2022/06/27 04:26:44 - mmengine - INFO - Epoch(train) [140][3560/3757] lr: 1.226e-03 eta: 10:58:59 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 9.4494 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0016 loss: 2.0016 2022/06/27 04:26:50 - mmengine - INFO - Epoch(train) [140][3580/3757] lr: 1.226e-03 eta: 10:58:54 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 10.8811 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8758 loss: 1.8758 2022/06/27 04:26:55 - mmengine - INFO - Epoch(train) [140][3600/3757] lr: 1.226e-03 eta: 10:58:49 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 11.3755 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7102 loss: 1.7102 2022/06/27 04:27:00 - mmengine - INFO - Epoch(train) [140][3620/3757] lr: 1.226e-03 eta: 10:58:43 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 10.3690 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.6781 loss: 1.6781 2022/06/27 04:27:05 - mmengine - INFO - Epoch(train) [140][3640/3757] lr: 1.226e-03 eta: 10:58:38 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 11.9925 top1_acc: 0.0000 top5_acc: 0.5000 loss_cls: 2.2241 loss: 2.2241 2022/06/27 04:27:11 - mmengine - INFO - Epoch(train) [140][3660/3757] lr: 1.226e-03 eta: 10:58:33 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 10.3928 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7174 loss: 1.7174 2022/06/27 04:27:16 - mmengine - INFO - Epoch(train) [140][3680/3757] lr: 1.226e-03 eta: 10:58:28 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 10.4969 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.5891 loss: 1.5891 2022/06/27 04:27:21 - mmengine - INFO - Epoch(train) [140][3700/3757] lr: 1.226e-03 eta: 10:58:22 time: 0.264 data_time: 0.007 memory: 5036 grad_norm: 12.1910 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8862 loss: 1.8862 2022/06/27 04:27:27 - mmengine - INFO - Epoch(train) [140][3720/3757] lr: 1.226e-03 eta: 10:58:17 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 12.7991 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2209 loss: 2.2209 2022/06/27 04:27:32 - mmengine - INFO - Epoch(train) [140][3740/3757] lr: 1.226e-03 eta: 10:58:12 time: 0.241 data_time: 0.006 memory: 5036 grad_norm: 9.9547 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0890 loss: 2.0890 2022/06/27 04:27:36 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 04:27:36 - mmengine - INFO - Saving checkpoint at 140 epochs 2022/06/27 04:27:49 - mmengine - INFO - Epoch(val) [140][20/310] eta: 0:01:45 time: 0.110 data_time: 0.013 memory: 5036 2022/06/27 04:27:53 - mmengine - INFO - Epoch(val) [140][40/310] eta: 0:01:38 time: 0.103 data_time: 0.001 memory: 1723 2022/06/27 04:27:58 - mmengine - INFO - Epoch(val) [140][60/310] eta: 0:00:26 time: 0.104 data_time: 0.002 memory: 1723 2022/06/27 04:28:02 - mmengine - INFO - Epoch(val) [140][80/310] eta: 0:00:24 time: 0.108 data_time: 0.002 memory: 1723 2022/06/27 04:28:09 - mmengine - INFO - Epoch(val) [140][100/310] eta: 0:01:12 time: 0.103 data_time: 0.001 memory: 1723 2022/06/27 04:28:14 - mmengine - INFO - Epoch(val) [140][120/310] eta: 0:01:09 time: 0.108 data_time: 0.007 memory: 1723 2022/06/27 04:28:19 - mmengine - INFO - Epoch(val) [140][140/310] eta: 0:00:18 time: 0.104 data_time: 0.002 memory: 1723 2022/06/27 04:28:23 - mmengine - INFO - Epoch(val) [140][160/310] eta: 0:00:17 time: 0.105 data_time: 0.002 memory: 1723 2022/06/27 04:28:30 - mmengine - INFO - Epoch(val) [140][180/310] eta: 0:00:45 time: 0.106 data_time: 0.004 memory: 1723 2022/06/27 04:28:35 - mmengine - INFO - Epoch(val) [140][200/310] eta: 0:00:39 time: 0.104 data_time: 0.007 memory: 1723 2022/06/27 04:28:40 - mmengine - INFO - Epoch(val) [140][220/310] eta: 0:00:09 time: 0.101 data_time: 0.005 memory: 1723 2022/06/27 04:28:44 - mmengine - INFO - Epoch(val) [140][240/310] eta: 0:00:07 time: 0.103 data_time: 0.002 memory: 1723 2022/06/27 04:28:51 - mmengine - INFO - Epoch(val) [140][260/310] eta: 0:00:17 time: 0.108 data_time: 0.007 memory: 1723 2022/06/27 04:28:56 - mmengine - INFO - Epoch(val) [140][280/310] eta: 0:00:09 time: 0.109 data_time: 0.002 memory: 1723 2022/06/27 04:28:58 - mmengine - INFO - Epoch(val) [140][300/310] eta: 0:00:01 time: 0.097 data_time: 0.001 memory: 1723 2022/06/27 04:29:00 - mmengine - INFO - Epoch(val) [140][310/310] acc/top1: 0.5897 acc/top5: 0.8105 acc/mean1: 0.5896 2022/06/27 04:29:10 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 04:29:10 - mmengine - INFO - Epoch(train) [141][20/3757] lr: 1.170e-03 eta: 10:58:03 time: 0.274 data_time: 0.024 memory: 5036 grad_norm: 9.4315 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.8494 loss: 1.8494 2022/06/27 04:29:15 - mmengine - INFO - Epoch(train) [141][40/3757] lr: 1.170e-03 eta: 10:57:57 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 11.0385 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1691 loss: 2.1691 2022/06/27 04:29:20 - mmengine - INFO - Epoch(train) [141][60/3757] lr: 1.170e-03 eta: 10:57:52 time: 0.251 data_time: 0.008 memory: 5036 grad_norm: 11.1892 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.2345 loss: 2.2345 2022/06/27 04:29:26 - mmengine - INFO - Epoch(train) [141][80/3757] lr: 1.170e-03 eta: 10:57:47 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 11.3533 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.6700 loss: 1.6700 2022/06/27 04:29:31 - mmengine - INFO - Epoch(train) [141][100/3757] lr: 1.170e-03 eta: 10:57:42 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 11.2905 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.7954 loss: 1.7954 2022/06/27 04:29:37 - mmengine - INFO - Epoch(train) [141][120/3757] lr: 1.170e-03 eta: 10:57:37 time: 0.668 data_time: 0.003 memory: 5036 grad_norm: 10.0657 top1_acc: 0.1250 top5_acc: 0.8750 loss_cls: 1.6985 loss: 1.6985 2022/06/27 04:29:42 - mmengine - INFO - Epoch(train) [141][140/3757] lr: 1.170e-03 eta: 10:57:31 time: 0.248 data_time: 0.004 memory: 5036 grad_norm: 10.0943 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.7944 loss: 1.7944 2022/06/27 04:29:47 - mmengine - INFO - Epoch(train) [141][160/3757] lr: 1.170e-03 eta: 10:57:26 time: 0.266 data_time: 0.008 memory: 5036 grad_norm: 13.1483 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.8445 loss: 1.8445 2022/06/27 04:29:53 - mmengine - INFO - Epoch(train) [141][180/3757] lr: 1.170e-03 eta: 10:57:21 time: 0.292 data_time: 0.003 memory: 5036 grad_norm: 10.2902 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5278 loss: 1.5278 2022/06/27 04:29:58 - mmengine - INFO - Epoch(train) [141][200/3757] lr: 1.170e-03 eta: 10:57:16 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 11.0761 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8060 loss: 1.8060 2022/06/27 04:30:03 - mmengine - INFO - Epoch(train) [141][220/3757] lr: 1.170e-03 eta: 10:57:10 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 7.9491 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4006 loss: 1.4006 2022/06/27 04:30:08 - mmengine - INFO - Epoch(train) [141][240/3757] lr: 1.170e-03 eta: 10:57:05 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 10.1752 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5784 loss: 1.5784 2022/06/27 04:30:14 - mmengine - INFO - Epoch(train) [141][260/3757] lr: 1.170e-03 eta: 10:57:00 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 9.3184 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8934 loss: 1.8934 2022/06/27 04:30:19 - mmengine - INFO - Epoch(train) [141][280/3757] lr: 1.170e-03 eta: 10:56:55 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 13.5615 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8876 loss: 1.8876 2022/06/27 04:30:24 - mmengine - INFO - Epoch(train) [141][300/3757] lr: 1.170e-03 eta: 10:56:49 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 9.3085 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6851 loss: 1.6851 2022/06/27 04:30:30 - mmengine - INFO - Epoch(train) [141][320/3757] lr: 1.170e-03 eta: 10:56:44 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 11.9913 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 1.8857 loss: 1.8857 2022/06/27 04:30:35 - mmengine - INFO - Epoch(train) [141][340/3757] lr: 1.170e-03 eta: 10:56:39 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 10.9695 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6227 loss: 1.6227 2022/06/27 04:30:40 - mmengine - INFO - Epoch(train) [141][360/3757] lr: 1.170e-03 eta: 10:56:34 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 10.2117 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.7838 loss: 1.7838 2022/06/27 04:30:46 - mmengine - INFO - Epoch(train) [141][380/3757] lr: 1.170e-03 eta: 10:56:28 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 10.8098 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8123 loss: 1.8123 2022/06/27 04:30:51 - mmengine - INFO - Epoch(train) [141][400/3757] lr: 1.170e-03 eta: 10:56:23 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 8.7632 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6512 loss: 1.6512 2022/06/27 04:30:56 - mmengine - INFO - Epoch(train) [141][420/3757] lr: 1.170e-03 eta: 10:56:18 time: 0.312 data_time: 0.004 memory: 5036 grad_norm: 9.8238 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9400 loss: 1.9400 2022/06/27 04:31:02 - mmengine - INFO - Epoch(train) [141][440/3757] lr: 1.170e-03 eta: 10:56:13 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 9.0552 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.6698 loss: 1.6698 2022/06/27 04:31:07 - mmengine - INFO - Epoch(train) [141][460/3757] lr: 1.170e-03 eta: 10:56:07 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 11.7607 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7581 loss: 1.7581 2022/06/27 04:31:12 - mmengine - INFO - Epoch(train) [141][480/3757] lr: 1.170e-03 eta: 10:56:02 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 11.7375 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7800 loss: 1.7800 2022/06/27 04:31:17 - mmengine - INFO - Epoch(train) [141][500/3757] lr: 1.170e-03 eta: 10:55:57 time: 0.275 data_time: 0.003 memory: 5036 grad_norm: 10.5943 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3260 loss: 1.3260 2022/06/27 04:31:23 - mmengine - INFO - Epoch(train) [141][520/3757] lr: 1.170e-03 eta: 10:55:52 time: 0.254 data_time: 0.004 memory: 5036 grad_norm: 10.6569 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8523 loss: 1.8523 2022/06/27 04:31:28 - mmengine - INFO - Epoch(train) [141][540/3757] lr: 1.170e-03 eta: 10:55:46 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 10.9456 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.9247 loss: 1.9247 2022/06/27 04:31:33 - mmengine - INFO - Epoch(train) [141][560/3757] lr: 1.170e-03 eta: 10:55:41 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 12.5469 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6245 loss: 1.6245 2022/06/27 04:31:39 - mmengine - INFO - Epoch(train) [141][580/3757] lr: 1.170e-03 eta: 10:55:36 time: 0.255 data_time: 0.004 memory: 5036 grad_norm: 13.1783 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1296 loss: 2.1296 2022/06/27 04:31:44 - mmengine - INFO - Epoch(train) [141][600/3757] lr: 1.170e-03 eta: 10:55:31 time: 0.266 data_time: 0.003 memory: 5036 grad_norm: 9.0199 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.1894 loss: 2.1894 2022/06/27 04:31:49 - mmengine - INFO - Epoch(train) [141][620/3757] lr: 1.170e-03 eta: 10:55:25 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 10.4653 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8558 loss: 1.8558 2022/06/27 04:31:54 - mmengine - INFO - Epoch(train) [141][640/3757] lr: 1.170e-03 eta: 10:55:20 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 9.6918 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.6007 loss: 1.6007 2022/06/27 04:32:00 - mmengine - INFO - Epoch(train) [141][660/3757] lr: 1.170e-03 eta: 10:55:15 time: 0.269 data_time: 0.003 memory: 5036 grad_norm: 11.7131 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.6813 loss: 1.6813 2022/06/27 04:32:05 - mmengine - INFO - Epoch(train) [141][680/3757] lr: 1.170e-03 eta: 10:55:10 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 11.2930 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7524 loss: 1.7524 2022/06/27 04:32:10 - mmengine - INFO - Epoch(train) [141][700/3757] lr: 1.170e-03 eta: 10:55:04 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 10.0509 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.3124 loss: 1.3124 2022/06/27 04:32:16 - mmengine - INFO - Epoch(train) [141][720/3757] lr: 1.170e-03 eta: 10:54:59 time: 0.260 data_time: 0.012 memory: 5036 grad_norm: 9.4768 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.6512 loss: 1.6512 2022/06/27 04:32:21 - mmengine - INFO - Epoch(train) [141][740/3757] lr: 1.170e-03 eta: 10:54:54 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 11.3286 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.6561 loss: 1.6561 2022/06/27 04:32:26 - mmengine - INFO - Epoch(train) [141][760/3757] lr: 1.170e-03 eta: 10:54:49 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 10.9747 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6825 loss: 1.6825 2022/06/27 04:32:32 - mmengine - INFO - Epoch(train) [141][780/3757] lr: 1.170e-03 eta: 10:54:43 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 11.1586 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4403 loss: 1.4403 2022/06/27 04:32:37 - mmengine - INFO - Epoch(train) [141][800/3757] lr: 1.170e-03 eta: 10:54:38 time: 0.280 data_time: 0.021 memory: 5036 grad_norm: 9.1532 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.7223 loss: 1.7223 2022/06/27 04:32:42 - mmengine - INFO - Epoch(train) [141][820/3757] lr: 1.170e-03 eta: 10:54:33 time: 0.268 data_time: 0.007 memory: 5036 grad_norm: 8.8681 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9071 loss: 1.9071 2022/06/27 04:32:47 - mmengine - INFO - Epoch(train) [141][840/3757] lr: 1.170e-03 eta: 10:54:28 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 10.9454 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.1027 loss: 2.1027 2022/06/27 04:32:53 - mmengine - INFO - Epoch(train) [141][860/3757] lr: 1.170e-03 eta: 10:54:22 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 10.1680 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.2316 loss: 2.2316 2022/06/27 04:32:58 - mmengine - INFO - Epoch(train) [141][880/3757] lr: 1.170e-03 eta: 10:54:17 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 11.1548 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.6772 loss: 1.6772 2022/06/27 04:33:03 - mmengine - INFO - Epoch(train) [141][900/3757] lr: 1.170e-03 eta: 10:54:12 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 10.2973 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.8531 loss: 1.8531 2022/06/27 04:33:08 - mmengine - INFO - Epoch(train) [141][920/3757] lr: 1.170e-03 eta: 10:54:07 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 13.2491 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.6922 loss: 1.6922 2022/06/27 04:33:14 - mmengine - INFO - Epoch(train) [141][940/3757] lr: 1.170e-03 eta: 10:54:01 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 9.5579 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6159 loss: 1.6159 2022/06/27 04:33:19 - mmengine - INFO - Epoch(train) [141][960/3757] lr: 1.170e-03 eta: 10:53:56 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 10.8997 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7727 loss: 1.7727 2022/06/27 04:33:24 - mmengine - INFO - Epoch(train) [141][980/3757] lr: 1.170e-03 eta: 10:53:51 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 11.2390 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3796 loss: 2.3796 2022/06/27 04:33:29 - mmengine - INFO - Epoch(train) [141][1000/3757] lr: 1.170e-03 eta: 10:53:45 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 10.8739 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.2647 loss: 1.2647 2022/06/27 04:33:34 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 04:33:34 - mmengine - INFO - Epoch(train) [141][1020/3757] lr: 1.170e-03 eta: 10:53:40 time: 0.254 data_time: 0.010 memory: 5036 grad_norm: 9.2917 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1754 loss: 2.1754 2022/06/27 04:33:40 - mmengine - INFO - Epoch(train) [141][1040/3757] lr: 1.170e-03 eta: 10:53:35 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 11.5893 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.8506 loss: 1.8506 2022/06/27 04:33:45 - mmengine - INFO - Epoch(train) [141][1060/3757] lr: 1.170e-03 eta: 10:53:30 time: 0.270 data_time: 0.006 memory: 5036 grad_norm: 12.2060 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7415 loss: 1.7415 2022/06/27 04:33:50 - mmengine - INFO - Epoch(train) [141][1080/3757] lr: 1.170e-03 eta: 10:53:24 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 11.7242 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.7324 loss: 1.7324 2022/06/27 04:33:56 - mmengine - INFO - Epoch(train) [141][1100/3757] lr: 1.170e-03 eta: 10:53:19 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 10.1425 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.8518 loss: 1.8518 2022/06/27 04:34:01 - mmengine - INFO - Epoch(train) [141][1120/3757] lr: 1.170e-03 eta: 10:53:14 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 9.9101 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8472 loss: 1.8472 2022/06/27 04:34:06 - mmengine - INFO - Epoch(train) [141][1140/3757] lr: 1.170e-03 eta: 10:53:09 time: 0.274 data_time: 0.009 memory: 5036 grad_norm: 10.0599 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8467 loss: 1.8467 2022/06/27 04:34:11 - mmengine - INFO - Epoch(train) [141][1160/3757] lr: 1.170e-03 eta: 10:53:03 time: 0.268 data_time: 0.003 memory: 5036 grad_norm: 10.1583 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.6464 loss: 1.6464 2022/06/27 04:34:17 - mmengine - INFO - Epoch(train) [141][1180/3757] lr: 1.170e-03 eta: 10:52:58 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 9.6845 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.5961 loss: 1.5961 2022/06/27 04:34:22 - mmengine - INFO - Epoch(train) [141][1200/3757] lr: 1.170e-03 eta: 10:52:53 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 9.3022 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1958 loss: 2.1958 2022/06/27 04:34:27 - mmengine - INFO - Epoch(train) [141][1220/3757] lr: 1.170e-03 eta: 10:52:48 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 11.7997 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.5927 loss: 1.5927 2022/06/27 04:34:33 - mmengine - INFO - Epoch(train) [141][1240/3757] lr: 1.170e-03 eta: 10:52:42 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 11.6184 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.6017 loss: 1.6017 2022/06/27 04:34:38 - mmengine - INFO - Epoch(train) [141][1260/3757] lr: 1.170e-03 eta: 10:52:37 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 9.2889 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7436 loss: 1.7436 2022/06/27 04:34:43 - mmengine - INFO - Epoch(train) [141][1280/3757] lr: 1.170e-03 eta: 10:52:32 time: 0.273 data_time: 0.010 memory: 5036 grad_norm: 11.6121 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6470 loss: 1.6470 2022/06/27 04:34:49 - mmengine - INFO - Epoch(train) [141][1300/3757] lr: 1.170e-03 eta: 10:52:27 time: 0.255 data_time: 0.005 memory: 5036 grad_norm: 9.8803 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5852 loss: 1.5852 2022/06/27 04:34:54 - mmengine - INFO - Epoch(train) [141][1320/3757] lr: 1.170e-03 eta: 10:52:21 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 10.5134 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9991 loss: 1.9991 2022/06/27 04:34:59 - mmengine - INFO - Epoch(train) [141][1340/3757] lr: 1.170e-03 eta: 10:52:16 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 9.9613 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7209 loss: 1.7209 2022/06/27 04:35:04 - mmengine - INFO - Epoch(train) [141][1360/3757] lr: 1.170e-03 eta: 10:52:11 time: 0.259 data_time: 0.016 memory: 5036 grad_norm: 9.6393 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9059 loss: 1.9059 2022/06/27 04:35:10 - mmengine - INFO - Epoch(train) [141][1380/3757] lr: 1.170e-03 eta: 10:52:06 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 10.4072 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.7850 loss: 1.7850 2022/06/27 04:35:15 - mmengine - INFO - Epoch(train) [141][1400/3757] lr: 1.170e-03 eta: 10:52:00 time: 0.256 data_time: 0.013 memory: 5036 grad_norm: 11.3664 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8398 loss: 1.8398 2022/06/27 04:35:20 - mmengine - INFO - Epoch(train) [141][1420/3757] lr: 1.170e-03 eta: 10:51:55 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 10.3762 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8850 loss: 1.8850 2022/06/27 04:35:25 - mmengine - INFO - Epoch(train) [141][1440/3757] lr: 1.170e-03 eta: 10:51:50 time: 0.258 data_time: 0.013 memory: 5036 grad_norm: 10.5479 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.1523 loss: 2.1523 2022/06/27 04:35:31 - mmengine - INFO - Epoch(train) [141][1460/3757] lr: 1.170e-03 eta: 10:51:45 time: 0.250 data_time: 0.008 memory: 5036 grad_norm: 11.4381 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.9155 loss: 1.9155 2022/06/27 04:35:36 - mmengine - INFO - Epoch(train) [141][1480/3757] lr: 1.170e-03 eta: 10:51:39 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 13.0304 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8290 loss: 1.8290 2022/06/27 04:35:42 - mmengine - INFO - Epoch(train) [141][1500/3757] lr: 1.170e-03 eta: 10:51:34 time: 0.269 data_time: 0.006 memory: 5036 grad_norm: 11.1130 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.3434 loss: 1.3434 2022/06/27 04:35:47 - mmengine - INFO - Epoch(train) [141][1520/3757] lr: 1.170e-03 eta: 10:51:29 time: 0.390 data_time: 0.009 memory: 5036 grad_norm: 11.9566 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.9200 loss: 1.9200 2022/06/27 04:35:52 - mmengine - INFO - Epoch(train) [141][1540/3757] lr: 1.170e-03 eta: 10:51:24 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 9.6325 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9162 loss: 1.9162 2022/06/27 04:35:58 - mmengine - INFO - Epoch(train) [141][1560/3757] lr: 1.170e-03 eta: 10:51:18 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 11.3697 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.2006 loss: 2.2006 2022/06/27 04:36:03 - mmengine - INFO - Epoch(train) [141][1580/3757] lr: 1.170e-03 eta: 10:51:13 time: 0.259 data_time: 0.009 memory: 5036 grad_norm: 10.1186 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.7400 loss: 1.7400 2022/06/27 04:36:08 - mmengine - INFO - Epoch(train) [141][1600/3757] lr: 1.170e-03 eta: 10:51:08 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 8.7900 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0094 loss: 2.0094 2022/06/27 04:36:13 - mmengine - INFO - Epoch(train) [141][1620/3757] lr: 1.170e-03 eta: 10:51:03 time: 0.266 data_time: 0.003 memory: 5036 grad_norm: 12.5114 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.2974 loss: 2.2974 2022/06/27 04:36:19 - mmengine - INFO - Epoch(train) [141][1640/3757] lr: 1.170e-03 eta: 10:50:57 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 10.5836 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8447 loss: 1.8447 2022/06/27 04:36:24 - mmengine - INFO - Epoch(train) [141][1660/3757] lr: 1.170e-03 eta: 10:50:52 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 10.8355 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.7845 loss: 1.7845 2022/06/27 04:36:29 - mmengine - INFO - Epoch(train) [141][1680/3757] lr: 1.170e-03 eta: 10:50:47 time: 0.266 data_time: 0.009 memory: 5036 grad_norm: 10.8218 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.0124 loss: 2.0124 2022/06/27 04:36:34 - mmengine - INFO - Epoch(train) [141][1700/3757] lr: 1.170e-03 eta: 10:50:42 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 11.7661 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8204 loss: 1.8204 2022/06/27 04:36:40 - mmengine - INFO - Epoch(train) [141][1720/3757] lr: 1.170e-03 eta: 10:50:36 time: 0.254 data_time: 0.008 memory: 5036 grad_norm: 7.7565 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7186 loss: 1.7186 2022/06/27 04:36:45 - mmengine - INFO - Epoch(train) [141][1740/3757] lr: 1.170e-03 eta: 10:50:31 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 9.5122 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.9167 loss: 1.9167 2022/06/27 04:36:50 - mmengine - INFO - Epoch(train) [141][1760/3757] lr: 1.170e-03 eta: 10:50:26 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 13.7705 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4722 loss: 1.4722 2022/06/27 04:36:55 - mmengine - INFO - Epoch(train) [141][1780/3757] lr: 1.170e-03 eta: 10:50:21 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 8.9241 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.3426 loss: 2.3426 2022/06/27 04:37:01 - mmengine - INFO - Epoch(train) [141][1800/3757] lr: 1.170e-03 eta: 10:50:15 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 9.1238 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1954 loss: 2.1954 2022/06/27 04:37:06 - mmengine - INFO - Epoch(train) [141][1820/3757] lr: 1.170e-03 eta: 10:50:10 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 11.4553 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.6435 loss: 1.6435 2022/06/27 04:37:12 - mmengine - INFO - Epoch(train) [141][1840/3757] lr: 1.170e-03 eta: 10:50:05 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 11.2663 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.0733 loss: 2.0733 2022/06/27 04:37:17 - mmengine - INFO - Epoch(train) [141][1860/3757] lr: 1.170e-03 eta: 10:50:00 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 9.1859 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.2742 loss: 2.2742 2022/06/27 04:37:22 - mmengine - INFO - Epoch(train) [141][1880/3757] lr: 1.170e-03 eta: 10:49:54 time: 0.255 data_time: 0.010 memory: 5036 grad_norm: 8.7533 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8603 loss: 1.8603 2022/06/27 04:37:27 - mmengine - INFO - Epoch(train) [141][1900/3757] lr: 1.170e-03 eta: 10:49:49 time: 0.267 data_time: 0.016 memory: 5036 grad_norm: 8.3232 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9030 loss: 1.9030 2022/06/27 04:37:32 - mmengine - INFO - Epoch(train) [141][1920/3757] lr: 1.170e-03 eta: 10:49:44 time: 0.262 data_time: 0.010 memory: 5036 grad_norm: 10.5488 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9001 loss: 1.9001 2022/06/27 04:37:38 - mmengine - INFO - Epoch(train) [141][1940/3757] lr: 1.170e-03 eta: 10:49:39 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 11.0997 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0396 loss: 2.0396 2022/06/27 04:37:43 - mmengine - INFO - Epoch(train) [141][1960/3757] lr: 1.170e-03 eta: 10:49:33 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 10.1329 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4199 loss: 1.4199 2022/06/27 04:37:48 - mmengine - INFO - Epoch(train) [141][1980/3757] lr: 1.170e-03 eta: 10:49:28 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 9.0278 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.8813 loss: 1.8813 2022/06/27 04:37:53 - mmengine - INFO - Epoch(train) [141][2000/3757] lr: 1.170e-03 eta: 10:49:23 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 10.9540 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7604 loss: 1.7604 2022/06/27 04:37:59 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 04:37:59 - mmengine - INFO - Epoch(train) [141][2020/3757] lr: 1.170e-03 eta: 10:49:18 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 9.4275 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.7913 loss: 1.7913 2022/06/27 04:38:04 - mmengine - INFO - Epoch(train) [141][2040/3757] lr: 1.170e-03 eta: 10:49:12 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 10.5081 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7083 loss: 1.7083 2022/06/27 04:38:09 - mmengine - INFO - Epoch(train) [141][2060/3757] lr: 1.170e-03 eta: 10:49:07 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 9.3026 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.1282 loss: 2.1282 2022/06/27 04:38:15 - mmengine - INFO - Epoch(train) [141][2080/3757] lr: 1.170e-03 eta: 10:49:02 time: 0.260 data_time: 0.012 memory: 5036 grad_norm: 12.1393 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8052 loss: 1.8052 2022/06/27 04:38:20 - mmengine - INFO - Epoch(train) [141][2100/3757] lr: 1.170e-03 eta: 10:48:57 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 9.5972 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.6882 loss: 1.6882 2022/06/27 04:38:25 - mmengine - INFO - Epoch(train) [141][2120/3757] lr: 1.170e-03 eta: 10:48:51 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 9.1874 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4982 loss: 1.4982 2022/06/27 04:38:31 - mmengine - INFO - Epoch(train) [141][2140/3757] lr: 1.170e-03 eta: 10:48:46 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 11.0662 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.5595 loss: 1.5595 2022/06/27 04:38:36 - mmengine - INFO - Epoch(train) [141][2160/3757] lr: 1.170e-03 eta: 10:48:41 time: 0.251 data_time: 0.009 memory: 5036 grad_norm: 12.3382 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1043 loss: 2.1043 2022/06/27 04:38:42 - mmengine - INFO - Epoch(train) [141][2180/3757] lr: 1.170e-03 eta: 10:48:36 time: 0.267 data_time: 0.006 memory: 5036 grad_norm: 9.6219 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5509 loss: 1.5509 2022/06/27 04:38:47 - mmengine - INFO - Epoch(train) [141][2200/3757] lr: 1.170e-03 eta: 10:48:30 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 14.0252 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.2207 loss: 2.2207 2022/06/27 04:38:52 - mmengine - INFO - Epoch(train) [141][2220/3757] lr: 1.170e-03 eta: 10:48:25 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 10.3531 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9338 loss: 1.9338 2022/06/27 04:38:57 - mmengine - INFO - Epoch(train) [141][2240/3757] lr: 1.170e-03 eta: 10:48:20 time: 0.275 data_time: 0.016 memory: 5036 grad_norm: 9.2288 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.1980 loss: 2.1980 2022/06/27 04:39:03 - mmengine - INFO - Epoch(train) [141][2260/3757] lr: 1.170e-03 eta: 10:48:15 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 10.7924 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.8310 loss: 1.8310 2022/06/27 04:39:08 - mmengine - INFO - Epoch(train) [141][2280/3757] lr: 1.170e-03 eta: 10:48:09 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 8.8503 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.8227 loss: 1.8227 2022/06/27 04:39:13 - mmengine - INFO - Epoch(train) [141][2300/3757] lr: 1.170e-03 eta: 10:48:04 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 10.6557 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1266 loss: 2.1266 2022/06/27 04:39:19 - mmengine - INFO - Epoch(train) [141][2320/3757] lr: 1.170e-03 eta: 10:47:59 time: 0.258 data_time: 0.010 memory: 5036 grad_norm: 11.4618 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9513 loss: 1.9513 2022/06/27 04:39:24 - mmengine - INFO - Epoch(train) [141][2340/3757] lr: 1.170e-03 eta: 10:47:54 time: 0.254 data_time: 0.008 memory: 5036 grad_norm: 10.6167 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.7858 loss: 1.7858 2022/06/27 04:39:29 - mmengine - INFO - Epoch(train) [141][2360/3757] lr: 1.170e-03 eta: 10:47:48 time: 0.251 data_time: 0.007 memory: 5036 grad_norm: 11.4495 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.8210 loss: 1.8210 2022/06/27 04:39:34 - mmengine - INFO - Epoch(train) [141][2380/3757] lr: 1.170e-03 eta: 10:47:43 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 11.5927 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.8747 loss: 1.8747 2022/06/27 04:39:40 - mmengine - INFO - Epoch(train) [141][2400/3757] lr: 1.170e-03 eta: 10:47:38 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 11.0154 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.8565 loss: 1.8565 2022/06/27 04:39:45 - mmengine - INFO - Epoch(train) [141][2420/3757] lr: 1.170e-03 eta: 10:47:33 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 12.0438 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.7998 loss: 1.7998 2022/06/27 04:39:50 - mmengine - INFO - Epoch(train) [141][2440/3757] lr: 1.170e-03 eta: 10:47:27 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 9.6585 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.8287 loss: 1.8287 2022/06/27 04:39:55 - mmengine - INFO - Epoch(train) [141][2460/3757] lr: 1.170e-03 eta: 10:47:22 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 11.0703 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.2209 loss: 2.2209 2022/06/27 04:40:01 - mmengine - INFO - Epoch(train) [141][2480/3757] lr: 1.170e-03 eta: 10:47:17 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 10.0007 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.8748 loss: 1.8748 2022/06/27 04:40:06 - mmengine - INFO - Epoch(train) [141][2500/3757] lr: 1.170e-03 eta: 10:47:12 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 8.6228 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.8315 loss: 1.8315 2022/06/27 04:40:12 - mmengine - INFO - Epoch(train) [141][2520/3757] lr: 1.170e-03 eta: 10:47:06 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 11.3241 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7895 loss: 1.7895 2022/06/27 04:40:17 - mmengine - INFO - Epoch(train) [141][2540/3757] lr: 1.170e-03 eta: 10:47:01 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 11.5160 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0771 loss: 2.0771 2022/06/27 04:40:22 - mmengine - INFO - Epoch(train) [141][2560/3757] lr: 1.170e-03 eta: 10:46:56 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 13.2652 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5620 loss: 1.5620 2022/06/27 04:40:28 - mmengine - INFO - Epoch(train) [141][2580/3757] lr: 1.170e-03 eta: 10:46:51 time: 0.264 data_time: 0.011 memory: 5036 grad_norm: 10.3547 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.9374 loss: 1.9374 2022/06/27 04:40:33 - mmengine - INFO - Epoch(train) [141][2600/3757] lr: 1.170e-03 eta: 10:46:45 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 11.4729 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.9533 loss: 1.9533 2022/06/27 04:40:38 - mmengine - INFO - Epoch(train) [141][2620/3757] lr: 1.170e-03 eta: 10:46:40 time: 0.265 data_time: 0.006 memory: 5036 grad_norm: 10.8272 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4983 loss: 1.4983 2022/06/27 04:40:43 - mmengine - INFO - Epoch(train) [141][2640/3757] lr: 1.170e-03 eta: 10:46:35 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 10.3854 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9446 loss: 1.9446 2022/06/27 04:40:49 - mmengine - INFO - Epoch(train) [141][2660/3757] lr: 1.170e-03 eta: 10:46:30 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 10.1047 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0142 loss: 2.0142 2022/06/27 04:40:54 - mmengine - INFO - Epoch(train) [141][2680/3757] lr: 1.170e-03 eta: 10:46:24 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 10.7178 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8132 loss: 1.8132 2022/06/27 04:40:59 - mmengine - INFO - Epoch(train) [141][2700/3757] lr: 1.170e-03 eta: 10:46:19 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 9.1758 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.8721 loss: 1.8721 2022/06/27 04:41:04 - mmengine - INFO - Epoch(train) [141][2720/3757] lr: 1.170e-03 eta: 10:46:14 time: 0.258 data_time: 0.010 memory: 5036 grad_norm: 10.2241 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1777 loss: 2.1777 2022/06/27 04:41:09 - mmengine - INFO - Epoch(train) [141][2740/3757] lr: 1.170e-03 eta: 10:46:08 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 12.4938 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7369 loss: 1.7369 2022/06/27 04:41:15 - mmengine - INFO - Epoch(train) [141][2760/3757] lr: 1.170e-03 eta: 10:46:03 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 10.4444 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.9048 loss: 1.9048 2022/06/27 04:41:20 - mmengine - INFO - Epoch(train) [141][2780/3757] lr: 1.170e-03 eta: 10:45:58 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 11.4013 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.0266 loss: 2.0266 2022/06/27 04:41:25 - mmengine - INFO - Epoch(train) [141][2800/3757] lr: 1.170e-03 eta: 10:45:53 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 8.8954 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 1.8774 loss: 1.8774 2022/06/27 04:41:31 - mmengine - INFO - Epoch(train) [141][2820/3757] lr: 1.170e-03 eta: 10:45:47 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 11.8139 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.3887 loss: 1.3887 2022/06/27 04:41:36 - mmengine - INFO - Epoch(train) [141][2840/3757] lr: 1.170e-03 eta: 10:45:42 time: 0.251 data_time: 0.007 memory: 5036 grad_norm: 10.5524 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7229 loss: 1.7229 2022/06/27 04:41:41 - mmengine - INFO - Epoch(train) [141][2860/3757] lr: 1.170e-03 eta: 10:45:37 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 9.9948 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.2393 loss: 2.2393 2022/06/27 04:41:46 - mmengine - INFO - Epoch(train) [141][2880/3757] lr: 1.170e-03 eta: 10:45:32 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 9.8565 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4364 loss: 1.4364 2022/06/27 04:41:52 - mmengine - INFO - Epoch(train) [141][2900/3757] lr: 1.170e-03 eta: 10:45:27 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 10.0772 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.3017 loss: 2.3017 2022/06/27 04:41:57 - mmengine - INFO - Epoch(train) [141][2920/3757] lr: 1.170e-03 eta: 10:45:21 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 8.7646 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.6494 loss: 1.6494 2022/06/27 04:42:02 - mmengine - INFO - Epoch(train) [141][2940/3757] lr: 1.170e-03 eta: 10:45:16 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 10.2021 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.7625 loss: 1.7625 2022/06/27 04:42:08 - mmengine - INFO - Epoch(train) [141][2960/3757] lr: 1.170e-03 eta: 10:45:11 time: 0.312 data_time: 0.014 memory: 5036 grad_norm: 10.0574 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.7100 loss: 1.7100 2022/06/27 04:42:13 - mmengine - INFO - Epoch(train) [141][2980/3757] lr: 1.170e-03 eta: 10:45:06 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 11.2937 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7915 loss: 1.7915 2022/06/27 04:42:19 - mmengine - INFO - Epoch(train) [141][3000/3757] lr: 1.170e-03 eta: 10:45:00 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 11.7823 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2328 loss: 2.2328 2022/06/27 04:42:24 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 04:42:24 - mmengine - INFO - Epoch(train) [141][3020/3757] lr: 1.170e-03 eta: 10:44:55 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 10.2002 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6848 loss: 1.6848 2022/06/27 04:42:29 - mmengine - INFO - Epoch(train) [141][3040/3757] lr: 1.170e-03 eta: 10:44:50 time: 0.259 data_time: 0.010 memory: 5036 grad_norm: 11.3876 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8196 loss: 1.8196 2022/06/27 04:42:35 - mmengine - INFO - Epoch(train) [141][3060/3757] lr: 1.170e-03 eta: 10:44:45 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 10.7791 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.6268 loss: 1.6268 2022/06/27 04:42:40 - mmengine - INFO - Epoch(train) [141][3080/3757] lr: 1.170e-03 eta: 10:44:39 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 11.0285 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.0602 loss: 2.0602 2022/06/27 04:42:45 - mmengine - INFO - Epoch(train) [141][3100/3757] lr: 1.170e-03 eta: 10:44:34 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 10.7501 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3085 loss: 2.3085 2022/06/27 04:42:50 - mmengine - INFO - Epoch(train) [141][3120/3757] lr: 1.170e-03 eta: 10:44:29 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 9.6404 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0752 loss: 2.0752 2022/06/27 04:42:56 - mmengine - INFO - Epoch(train) [141][3140/3757] lr: 1.170e-03 eta: 10:44:24 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 12.6990 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8252 loss: 1.8252 2022/06/27 04:43:01 - mmengine - INFO - Epoch(train) [141][3160/3757] lr: 1.170e-03 eta: 10:44:18 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 9.6874 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.6756 loss: 1.6756 2022/06/27 04:43:06 - mmengine - INFO - Epoch(train) [141][3180/3757] lr: 1.170e-03 eta: 10:44:13 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 11.1145 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6642 loss: 1.6642 2022/06/27 04:43:11 - mmengine - INFO - Epoch(train) [141][3200/3757] lr: 1.170e-03 eta: 10:44:08 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 11.4443 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.9223 loss: 1.9223 2022/06/27 04:43:17 - mmengine - INFO - Epoch(train) [141][3220/3757] lr: 1.170e-03 eta: 10:44:02 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 11.9898 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8906 loss: 1.8906 2022/06/27 04:43:22 - mmengine - INFO - Epoch(train) [141][3240/3757] lr: 1.170e-03 eta: 10:43:57 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 10.5766 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.7995 loss: 1.7995 2022/06/27 04:43:27 - mmengine - INFO - Epoch(train) [141][3260/3757] lr: 1.170e-03 eta: 10:43:52 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 10.6803 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.6455 loss: 1.6455 2022/06/27 04:43:32 - mmengine - INFO - Epoch(train) [141][3280/3757] lr: 1.170e-03 eta: 10:43:47 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 10.7387 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.5748 loss: 1.5748 2022/06/27 04:43:37 - mmengine - INFO - Epoch(train) [141][3300/3757] lr: 1.170e-03 eta: 10:43:41 time: 0.265 data_time: 0.012 memory: 5036 grad_norm: 12.1027 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.6586 loss: 1.6586 2022/06/27 04:43:43 - mmengine - INFO - Epoch(train) [141][3320/3757] lr: 1.170e-03 eta: 10:43:36 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 10.6706 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7340 loss: 1.7340 2022/06/27 04:43:48 - mmengine - INFO - Epoch(train) [141][3340/3757] lr: 1.170e-03 eta: 10:43:31 time: 0.305 data_time: 0.003 memory: 5036 grad_norm: 9.2238 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9793 loss: 1.9793 2022/06/27 04:43:53 - mmengine - INFO - Epoch(train) [141][3360/3757] lr: 1.170e-03 eta: 10:43:26 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 9.8029 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.6683 loss: 1.6683 2022/06/27 04:43:59 - mmengine - INFO - Epoch(train) [141][3380/3757] lr: 1.170e-03 eta: 10:43:20 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 12.1693 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.0333 loss: 2.0333 2022/06/27 04:44:04 - mmengine - INFO - Epoch(train) [141][3400/3757] lr: 1.170e-03 eta: 10:43:15 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 10.1931 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.8315 loss: 1.8315 2022/06/27 04:44:09 - mmengine - INFO - Epoch(train) [141][3420/3757] lr: 1.170e-03 eta: 10:43:10 time: 0.266 data_time: 0.006 memory: 5036 grad_norm: 10.5178 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.8449 loss: 1.8449 2022/06/27 04:44:15 - mmengine - INFO - Epoch(train) [141][3440/3757] lr: 1.170e-03 eta: 10:43:05 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 9.1949 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8471 loss: 1.8471 2022/06/27 04:44:20 - mmengine - INFO - Epoch(train) [141][3460/3757] lr: 1.170e-03 eta: 10:42:59 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 9.4282 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.3646 loss: 2.3646 2022/06/27 04:44:25 - mmengine - INFO - Epoch(train) [141][3480/3757] lr: 1.170e-03 eta: 10:42:54 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 11.0697 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0920 loss: 2.0920 2022/06/27 04:44:31 - mmengine - INFO - Epoch(train) [141][3500/3757] lr: 1.170e-03 eta: 10:42:49 time: 0.253 data_time: 0.008 memory: 5036 grad_norm: 10.2100 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8413 loss: 1.8413 2022/06/27 04:44:36 - mmengine - INFO - Epoch(train) [141][3520/3757] lr: 1.170e-03 eta: 10:42:44 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 11.5398 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9773 loss: 1.9773 2022/06/27 04:44:41 - mmengine - INFO - Epoch(train) [141][3540/3757] lr: 1.170e-03 eta: 10:42:38 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 12.0407 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.7762 loss: 1.7762 2022/06/27 04:44:47 - mmengine - INFO - Epoch(train) [141][3560/3757] lr: 1.170e-03 eta: 10:42:33 time: 0.251 data_time: 0.008 memory: 5036 grad_norm: 11.0340 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8378 loss: 1.8378 2022/06/27 04:44:52 - mmengine - INFO - Epoch(train) [141][3580/3757] lr: 1.170e-03 eta: 10:42:28 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 12.2780 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.0155 loss: 2.0155 2022/06/27 04:44:57 - mmengine - INFO - Epoch(train) [141][3600/3757] lr: 1.170e-03 eta: 10:42:23 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 9.7367 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5224 loss: 1.5224 2022/06/27 04:45:03 - mmengine - INFO - Epoch(train) [141][3620/3757] lr: 1.170e-03 eta: 10:42:17 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 11.0527 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.8834 loss: 1.8834 2022/06/27 04:45:08 - mmengine - INFO - Epoch(train) [141][3640/3757] lr: 1.170e-03 eta: 10:42:12 time: 0.524 data_time: 0.016 memory: 5036 grad_norm: 9.9428 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.7118 loss: 1.7118 2022/06/27 04:45:13 - mmengine - INFO - Epoch(train) [141][3660/3757] lr: 1.170e-03 eta: 10:42:07 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 13.4316 top1_acc: 0.0000 top5_acc: 0.1250 loss_cls: 2.2068 loss: 2.2068 2022/06/27 04:45:19 - mmengine - INFO - Epoch(train) [141][3680/3757] lr: 1.170e-03 eta: 10:42:02 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 10.8545 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.9869 loss: 1.9869 2022/06/27 04:45:24 - mmengine - INFO - Epoch(train) [141][3700/3757] lr: 1.170e-03 eta: 10:41:57 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 9.5025 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9830 loss: 1.9830 2022/06/27 04:45:29 - mmengine - INFO - Epoch(train) [141][3720/3757] lr: 1.170e-03 eta: 10:41:51 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 9.0492 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6159 loss: 1.6159 2022/06/27 04:45:34 - mmengine - INFO - Epoch(train) [141][3740/3757] lr: 1.170e-03 eta: 10:41:46 time: 0.247 data_time: 0.008 memory: 5036 grad_norm: 10.8229 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1300 loss: 2.1300 2022/06/27 04:45:39 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 04:45:39 - mmengine - INFO - Saving checkpoint at 141 epochs 2022/06/27 04:45:52 - mmengine - INFO - Epoch(val) [141][20/310] eta: 0:01:44 time: 0.117 data_time: 0.015 memory: 5036 2022/06/27 04:45:56 - mmengine - INFO - Epoch(val) [141][40/310] eta: 0:01:33 time: 0.113 data_time: 0.011 memory: 1723 2022/06/27 04:46:01 - mmengine - INFO - Epoch(val) [141][60/310] eta: 0:00:26 time: 0.110 data_time: 0.007 memory: 1723 2022/06/27 04:46:05 - mmengine - INFO - Epoch(val) [141][80/310] eta: 0:00:24 time: 0.112 data_time: 0.002 memory: 1723 2022/06/27 04:46:13 - mmengine - INFO - Epoch(val) [141][100/310] eta: 0:01:14 time: 0.098 data_time: 0.001 memory: 1723 2022/06/27 04:46:17 - mmengine - INFO - Epoch(val) [141][120/310] eta: 0:01:06 time: 0.110 data_time: 0.008 memory: 1723 2022/06/27 04:46:22 - mmengine - INFO - Epoch(val) [141][140/310] eta: 0:00:18 time: 0.106 data_time: 0.005 memory: 1723 2022/06/27 04:46:26 - mmengine - INFO - Epoch(val) [141][160/310] eta: 0:00:15 time: 0.103 data_time: 0.002 memory: 1723 2022/06/27 04:46:34 - mmengine - INFO - Epoch(val) [141][180/310] eta: 0:00:47 time: 0.108 data_time: 0.001 memory: 1723 2022/06/27 04:46:39 - mmengine - INFO - Epoch(val) [141][200/310] eta: 0:00:40 time: 0.106 data_time: 0.001 memory: 1723 2022/06/27 04:46:43 - mmengine - INFO - Epoch(val) [141][220/310] eta: 0:00:09 time: 0.106 data_time: 0.002 memory: 1723 2022/06/27 04:46:48 - mmengine - INFO - Epoch(val) [141][240/310] eta: 0:00:07 time: 0.103 data_time: 0.001 memory: 1723 2022/06/27 04:46:55 - mmengine - INFO - Epoch(val) [141][260/310] eta: 0:00:18 time: 0.108 data_time: 0.002 memory: 1723 2022/06/27 04:46:59 - mmengine - INFO - Epoch(val) [141][280/310] eta: 0:00:09 time: 0.110 data_time: 0.001 memory: 1723 2022/06/27 04:47:01 - mmengine - INFO - Epoch(val) [141][300/310] eta: 0:00:01 time: 0.097 data_time: 0.001 memory: 1723 2022/06/27 04:47:03 - mmengine - INFO - Epoch(val) [141][310/310] acc/top1: 0.5898 acc/top5: 0.8126 acc/mean1: 0.5897 2022/06/27 04:47:13 - mmengine - INFO - Epoch(train) [142][20/3757] lr: 1.114e-03 eta: 10:41:37 time: 0.273 data_time: 0.003 memory: 5036 grad_norm: 11.2468 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.6655 loss: 1.6655 2022/06/27 04:47:19 - mmengine - INFO - Epoch(train) [142][40/3757] lr: 1.114e-03 eta: 10:41:32 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 10.6816 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.8170 loss: 1.8170 2022/06/27 04:47:24 - mmengine - INFO - Epoch(train) [142][60/3757] lr: 1.114e-03 eta: 10:41:26 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 9.9245 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3882 loss: 1.3882 2022/06/27 04:47:29 - mmengine - INFO - Epoch(train) [142][80/3757] lr: 1.114e-03 eta: 10:41:21 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 9.6386 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7823 loss: 1.7823 2022/06/27 04:47:35 - mmengine - INFO - Epoch(train) [142][100/3757] lr: 1.114e-03 eta: 10:41:16 time: 0.278 data_time: 0.003 memory: 5036 grad_norm: 11.7145 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.6088 loss: 1.6088 2022/06/27 04:47:40 - mmengine - INFO - Epoch(train) [142][120/3757] lr: 1.114e-03 eta: 10:41:11 time: 0.269 data_time: 0.021 memory: 5036 grad_norm: 11.4520 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7526 loss: 1.7526 2022/06/27 04:47:45 - mmengine - INFO - Epoch(train) [142][140/3757] lr: 1.114e-03 eta: 10:41:05 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 10.4240 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0568 loss: 2.0568 2022/06/27 04:47:51 - mmengine - INFO - Epoch(train) [142][160/3757] lr: 1.114e-03 eta: 10:41:00 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 11.6996 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.6110 loss: 1.6110 2022/06/27 04:47:56 - mmengine - INFO - Epoch(train) [142][180/3757] lr: 1.114e-03 eta: 10:40:55 time: 0.269 data_time: 0.003 memory: 5036 grad_norm: 12.4651 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.4867 loss: 1.4867 2022/06/27 04:48:01 - mmengine - INFO - Epoch(train) [142][200/3757] lr: 1.114e-03 eta: 10:40:50 time: 0.251 data_time: 0.007 memory: 5036 grad_norm: 12.2816 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4330 loss: 1.4330 2022/06/27 04:48:07 - mmengine - INFO - Epoch(train) [142][220/3757] lr: 1.114e-03 eta: 10:40:45 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 11.9467 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.6741 loss: 1.6741 2022/06/27 04:48:12 - mmengine - INFO - Epoch(train) [142][240/3757] lr: 1.114e-03 eta: 10:40:39 time: 0.261 data_time: 0.004 memory: 5036 grad_norm: 11.9511 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8538 loss: 1.8538 2022/06/27 04:48:17 - mmengine - INFO - Epoch(train) [142][260/3757] lr: 1.114e-03 eta: 10:40:34 time: 0.277 data_time: 0.003 memory: 5036 grad_norm: 12.7544 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.1619 loss: 2.1619 2022/06/27 04:48:18 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 04:48:23 - mmengine - INFO - Epoch(train) [142][280/3757] lr: 1.114e-03 eta: 10:40:29 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 9.6470 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7082 loss: 1.7082 2022/06/27 04:48:28 - mmengine - INFO - Epoch(train) [142][300/3757] lr: 1.114e-03 eta: 10:40:24 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 10.2598 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.5802 loss: 1.5802 2022/06/27 04:48:33 - mmengine - INFO - Epoch(train) [142][320/3757] lr: 1.114e-03 eta: 10:40:18 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 9.4892 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8046 loss: 1.8046 2022/06/27 04:48:39 - mmengine - INFO - Epoch(train) [142][340/3757] lr: 1.114e-03 eta: 10:40:13 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 9.1683 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6927 loss: 1.6927 2022/06/27 04:48:44 - mmengine - INFO - Epoch(train) [142][360/3757] lr: 1.114e-03 eta: 10:40:08 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 10.2937 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.5207 loss: 1.5207 2022/06/27 04:48:49 - mmengine - INFO - Epoch(train) [142][380/3757] lr: 1.114e-03 eta: 10:40:03 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 11.3862 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4700 loss: 1.4700 2022/06/27 04:48:55 - mmengine - INFO - Epoch(train) [142][400/3757] lr: 1.114e-03 eta: 10:39:57 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 9.5641 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6340 loss: 1.6340 2022/06/27 04:49:00 - mmengine - INFO - Epoch(train) [142][420/3757] lr: 1.114e-03 eta: 10:39:52 time: 0.269 data_time: 0.003 memory: 5036 grad_norm: 11.3992 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6079 loss: 1.6079 2022/06/27 04:49:05 - mmengine - INFO - Epoch(train) [142][440/3757] lr: 1.114e-03 eta: 10:39:47 time: 0.247 data_time: 0.003 memory: 5036 grad_norm: 11.2258 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6033 loss: 1.6033 2022/06/27 04:49:11 - mmengine - INFO - Epoch(train) [142][460/3757] lr: 1.114e-03 eta: 10:39:42 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 11.0772 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.9932 loss: 1.9932 2022/06/27 04:49:16 - mmengine - INFO - Epoch(train) [142][480/3757] lr: 1.114e-03 eta: 10:39:36 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 10.9587 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7469 loss: 1.7469 2022/06/27 04:49:21 - mmengine - INFO - Epoch(train) [142][500/3757] lr: 1.114e-03 eta: 10:39:31 time: 0.270 data_time: 0.003 memory: 5036 grad_norm: 11.1132 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.7488 loss: 1.7488 2022/06/27 04:49:27 - mmengine - INFO - Epoch(train) [142][520/3757] lr: 1.114e-03 eta: 10:39:26 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 10.5279 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8918 loss: 1.8918 2022/06/27 04:49:32 - mmengine - INFO - Epoch(train) [142][540/3757] lr: 1.114e-03 eta: 10:39:21 time: 0.257 data_time: 0.010 memory: 5036 grad_norm: 10.9983 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5678 loss: 1.5678 2022/06/27 04:49:37 - mmengine - INFO - Epoch(train) [142][560/3757] lr: 1.114e-03 eta: 10:39:15 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 10.5988 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.0178 loss: 2.0178 2022/06/27 04:49:43 - mmengine - INFO - Epoch(train) [142][580/3757] lr: 1.114e-03 eta: 10:39:10 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 8.9290 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.6710 loss: 1.6710 2022/06/27 04:49:48 - mmengine - INFO - Epoch(train) [142][600/3757] lr: 1.114e-03 eta: 10:39:05 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 11.3342 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.5431 loss: 1.5431 2022/06/27 04:49:53 - mmengine - INFO - Epoch(train) [142][620/3757] lr: 1.114e-03 eta: 10:39:00 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 10.9983 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 2.1534 loss: 2.1534 2022/06/27 04:49:59 - mmengine - INFO - Epoch(train) [142][640/3757] lr: 1.114e-03 eta: 10:38:55 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 12.7065 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.2573 loss: 2.2573 2022/06/27 04:50:04 - mmengine - INFO - Epoch(train) [142][660/3757] lr: 1.114e-03 eta: 10:38:49 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 12.2005 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7433 loss: 1.7433 2022/06/27 04:50:09 - mmengine - INFO - Epoch(train) [142][680/3757] lr: 1.114e-03 eta: 10:38:44 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 10.1392 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.4859 loss: 1.4859 2022/06/27 04:50:15 - mmengine - INFO - Epoch(train) [142][700/3757] lr: 1.114e-03 eta: 10:38:39 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 11.9728 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5554 loss: 1.5554 2022/06/27 04:50:20 - mmengine - INFO - Epoch(train) [142][720/3757] lr: 1.114e-03 eta: 10:38:34 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 11.1886 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.4095 loss: 1.4095 2022/06/27 04:50:26 - mmengine - INFO - Epoch(train) [142][740/3757] lr: 1.114e-03 eta: 10:38:28 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 11.3461 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1367 loss: 2.1367 2022/06/27 04:50:31 - mmengine - INFO - Epoch(train) [142][760/3757] lr: 1.114e-03 eta: 10:38:23 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 9.9440 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.5042 loss: 1.5042 2022/06/27 04:50:36 - mmengine - INFO - Epoch(train) [142][780/3757] lr: 1.114e-03 eta: 10:38:18 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 12.3758 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.4183 loss: 2.4183 2022/06/27 04:50:42 - mmengine - INFO - Epoch(train) [142][800/3757] lr: 1.114e-03 eta: 10:38:13 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 11.0789 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1061 loss: 2.1061 2022/06/27 04:50:47 - mmengine - INFO - Epoch(train) [142][820/3757] lr: 1.114e-03 eta: 10:38:07 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 9.6850 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7598 loss: 1.7598 2022/06/27 04:50:52 - mmengine - INFO - Epoch(train) [142][840/3757] lr: 1.114e-03 eta: 10:38:02 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 9.2817 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0506 loss: 2.0506 2022/06/27 04:50:57 - mmengine - INFO - Epoch(train) [142][860/3757] lr: 1.114e-03 eta: 10:37:57 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 10.4895 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.8116 loss: 1.8116 2022/06/27 04:51:03 - mmengine - INFO - Epoch(train) [142][880/3757] lr: 1.114e-03 eta: 10:37:52 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 9.9013 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6591 loss: 1.6591 2022/06/27 04:51:08 - mmengine - INFO - Epoch(train) [142][900/3757] lr: 1.114e-03 eta: 10:37:46 time: 0.273 data_time: 0.006 memory: 5036 grad_norm: 9.7322 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8183 loss: 1.8183 2022/06/27 04:51:13 - mmengine - INFO - Epoch(train) [142][920/3757] lr: 1.114e-03 eta: 10:37:41 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 10.7744 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.1594 loss: 2.1594 2022/06/27 04:51:19 - mmengine - INFO - Epoch(train) [142][940/3757] lr: 1.114e-03 eta: 10:37:36 time: 0.272 data_time: 0.020 memory: 5036 grad_norm: 10.2916 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0071 loss: 2.0071 2022/06/27 04:51:24 - mmengine - INFO - Epoch(train) [142][960/3757] lr: 1.114e-03 eta: 10:37:31 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 12.6513 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.4587 loss: 1.4587 2022/06/27 04:51:29 - mmengine - INFO - Epoch(train) [142][980/3757] lr: 1.114e-03 eta: 10:37:25 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 11.3880 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8553 loss: 1.8553 2022/06/27 04:51:34 - mmengine - INFO - Epoch(train) [142][1000/3757] lr: 1.114e-03 eta: 10:37:20 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 7.2020 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.6392 loss: 1.6392 2022/06/27 04:51:40 - mmengine - INFO - Epoch(train) [142][1020/3757] lr: 1.114e-03 eta: 10:37:15 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 10.4341 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.9788 loss: 1.9788 2022/06/27 04:51:45 - mmengine - INFO - Epoch(train) [142][1040/3757] lr: 1.114e-03 eta: 10:37:10 time: 0.253 data_time: 0.010 memory: 5036 grad_norm: 9.8419 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.6995 loss: 1.6995 2022/06/27 04:51:50 - mmengine - INFO - Epoch(train) [142][1060/3757] lr: 1.114e-03 eta: 10:37:04 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 10.0118 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.5242 loss: 1.5242 2022/06/27 04:51:56 - mmengine - INFO - Epoch(train) [142][1080/3757] lr: 1.114e-03 eta: 10:36:59 time: 0.258 data_time: 0.010 memory: 5036 grad_norm: 9.8096 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.4296 loss: 2.4296 2022/06/27 04:52:01 - mmengine - INFO - Epoch(train) [142][1100/3757] lr: 1.114e-03 eta: 10:36:54 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 11.7203 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.0301 loss: 2.0301 2022/06/27 04:52:06 - mmengine - INFO - Epoch(train) [142][1120/3757] lr: 1.114e-03 eta: 10:36:49 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 10.4081 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3036 loss: 2.3036 2022/06/27 04:52:11 - mmengine - INFO - Epoch(train) [142][1140/3757] lr: 1.114e-03 eta: 10:36:43 time: 0.257 data_time: 0.008 memory: 5036 grad_norm: 9.4065 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9241 loss: 1.9241 2022/06/27 04:52:16 - mmengine - INFO - Epoch(train) [142][1160/3757] lr: 1.114e-03 eta: 10:36:38 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 11.0407 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6913 loss: 1.6913 2022/06/27 04:52:22 - mmengine - INFO - Epoch(train) [142][1180/3757] lr: 1.114e-03 eta: 10:36:33 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 12.8160 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8597 loss: 1.8597 2022/06/27 04:52:27 - mmengine - INFO - Epoch(train) [142][1200/3757] lr: 1.114e-03 eta: 10:36:28 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 10.6450 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8648 loss: 1.8648 2022/06/27 04:52:32 - mmengine - INFO - Epoch(train) [142][1220/3757] lr: 1.114e-03 eta: 10:36:22 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 11.1861 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1143 loss: 2.1143 2022/06/27 04:52:38 - mmengine - INFO - Epoch(train) [142][1240/3757] lr: 1.114e-03 eta: 10:36:17 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 10.5721 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5854 loss: 1.5854 2022/06/27 04:52:43 - mmengine - INFO - Epoch(train) [142][1260/3757] lr: 1.114e-03 eta: 10:36:12 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 10.4966 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0421 loss: 2.0421 2022/06/27 04:52:44 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 04:52:48 - mmengine - INFO - Epoch(train) [142][1280/3757] lr: 1.114e-03 eta: 10:36:06 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 9.7868 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.0902 loss: 2.0902 2022/06/27 04:52:53 - mmengine - INFO - Epoch(train) [142][1300/3757] lr: 1.114e-03 eta: 10:36:01 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 11.3150 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.7952 loss: 1.7952 2022/06/27 04:52:59 - mmengine - INFO - Epoch(train) [142][1320/3757] lr: 1.114e-03 eta: 10:35:56 time: 0.622 data_time: 0.022 memory: 5036 grad_norm: 11.3373 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.7679 loss: 1.7679 2022/06/27 04:53:04 - mmengine - INFO - Epoch(train) [142][1340/3757] lr: 1.114e-03 eta: 10:35:51 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 10.7476 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4551 loss: 1.4551 2022/06/27 04:53:09 - mmengine - INFO - Epoch(train) [142][1360/3757] lr: 1.114e-03 eta: 10:35:45 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 9.3377 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.6542 loss: 1.6542 2022/06/27 04:53:15 - mmengine - INFO - Epoch(train) [142][1380/3757] lr: 1.114e-03 eta: 10:35:40 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 11.7862 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5029 loss: 1.5029 2022/06/27 04:53:20 - mmengine - INFO - Epoch(train) [142][1400/3757] lr: 1.114e-03 eta: 10:35:35 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 12.3632 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7412 loss: 1.7412 2022/06/27 04:53:25 - mmengine - INFO - Epoch(train) [142][1420/3757] lr: 1.114e-03 eta: 10:35:30 time: 0.274 data_time: 0.007 memory: 5036 grad_norm: 10.1055 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.6380 loss: 1.6380 2022/06/27 04:53:30 - mmengine - INFO - Epoch(train) [142][1440/3757] lr: 1.114e-03 eta: 10:35:24 time: 0.251 data_time: 0.008 memory: 5036 grad_norm: 10.1187 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.7445 loss: 1.7445 2022/06/27 04:53:36 - mmengine - INFO - Epoch(train) [142][1460/3757] lr: 1.114e-03 eta: 10:35:19 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 9.1521 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6122 loss: 1.6122 2022/06/27 04:53:41 - mmengine - INFO - Epoch(train) [142][1480/3757] lr: 1.114e-03 eta: 10:35:14 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 13.1545 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.8866 loss: 1.8866 2022/06/27 04:53:46 - mmengine - INFO - Epoch(train) [142][1500/3757] lr: 1.114e-03 eta: 10:35:09 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 11.0969 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9365 loss: 1.9365 2022/06/27 04:53:52 - mmengine - INFO - Epoch(train) [142][1520/3757] lr: 1.114e-03 eta: 10:35:03 time: 0.258 data_time: 0.010 memory: 5036 grad_norm: 11.1735 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7187 loss: 1.7187 2022/06/27 04:53:57 - mmengine - INFO - Epoch(train) [142][1540/3757] lr: 1.114e-03 eta: 10:34:58 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 11.0442 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.0220 loss: 2.0220 2022/06/27 04:54:03 - mmengine - INFO - Epoch(train) [142][1560/3757] lr: 1.114e-03 eta: 10:34:53 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 9.7458 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9904 loss: 1.9904 2022/06/27 04:54:08 - mmengine - INFO - Epoch(train) [142][1580/3757] lr: 1.114e-03 eta: 10:34:48 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 10.5162 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8252 loss: 1.8252 2022/06/27 04:54:13 - mmengine - INFO - Epoch(train) [142][1600/3757] lr: 1.114e-03 eta: 10:34:43 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 9.7126 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.6110 loss: 1.6110 2022/06/27 04:54:18 - mmengine - INFO - Epoch(train) [142][1620/3757] lr: 1.114e-03 eta: 10:34:37 time: 0.267 data_time: 0.003 memory: 5036 grad_norm: 8.8528 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1318 loss: 2.1318 2022/06/27 04:54:24 - mmengine - INFO - Epoch(train) [142][1640/3757] lr: 1.114e-03 eta: 10:34:32 time: 0.261 data_time: 0.009 memory: 5036 grad_norm: 9.6829 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9693 loss: 1.9693 2022/06/27 04:54:29 - mmengine - INFO - Epoch(train) [142][1660/3757] lr: 1.114e-03 eta: 10:34:27 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 11.3110 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8684 loss: 1.8684 2022/06/27 04:54:34 - mmengine - INFO - Epoch(train) [142][1680/3757] lr: 1.114e-03 eta: 10:34:21 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 10.6871 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.6115 loss: 1.6115 2022/06/27 04:54:40 - mmengine - INFO - Epoch(train) [142][1700/3757] lr: 1.114e-03 eta: 10:34:16 time: 0.268 data_time: 0.006 memory: 5036 grad_norm: 9.7573 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7817 loss: 1.7817 2022/06/27 04:54:45 - mmengine - INFO - Epoch(train) [142][1720/3757] lr: 1.114e-03 eta: 10:34:11 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 12.1288 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8235 loss: 1.8235 2022/06/27 04:54:50 - mmengine - INFO - Epoch(train) [142][1740/3757] lr: 1.114e-03 eta: 10:34:06 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 10.0714 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.7729 loss: 1.7729 2022/06/27 04:54:55 - mmengine - INFO - Epoch(train) [142][1760/3757] lr: 1.114e-03 eta: 10:34:00 time: 0.256 data_time: 0.010 memory: 5036 grad_norm: 10.3866 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5014 loss: 1.5014 2022/06/27 04:55:00 - mmengine - INFO - Epoch(train) [142][1780/3757] lr: 1.114e-03 eta: 10:33:55 time: 0.255 data_time: 0.012 memory: 5036 grad_norm: 10.4275 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2189 loss: 2.2189 2022/06/27 04:55:06 - mmengine - INFO - Epoch(train) [142][1800/3757] lr: 1.114e-03 eta: 10:33:50 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 11.4150 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0248 loss: 2.0248 2022/06/27 04:55:11 - mmengine - INFO - Epoch(train) [142][1820/3757] lr: 1.114e-03 eta: 10:33:45 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 10.0369 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8414 loss: 1.8414 2022/06/27 04:55:16 - mmengine - INFO - Epoch(train) [142][1840/3757] lr: 1.114e-03 eta: 10:33:39 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 12.8757 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.7454 loss: 1.7454 2022/06/27 04:55:22 - mmengine - INFO - Epoch(train) [142][1860/3757] lr: 1.114e-03 eta: 10:33:34 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 8.5668 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.2193 loss: 2.2193 2022/06/27 04:55:27 - mmengine - INFO - Epoch(train) [142][1880/3757] lr: 1.114e-03 eta: 10:33:29 time: 0.267 data_time: 0.003 memory: 5036 grad_norm: 11.0457 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.0918 loss: 2.0918 2022/06/27 04:55:32 - mmengine - INFO - Epoch(train) [142][1900/3757] lr: 1.114e-03 eta: 10:33:24 time: 0.274 data_time: 0.003 memory: 5036 grad_norm: 11.5593 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.7921 loss: 1.7921 2022/06/27 04:55:37 - mmengine - INFO - Epoch(train) [142][1920/3757] lr: 1.114e-03 eta: 10:33:18 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 9.2494 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.7513 loss: 1.7513 2022/06/27 04:55:43 - mmengine - INFO - Epoch(train) [142][1940/3757] lr: 1.114e-03 eta: 10:33:13 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 10.7259 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6859 loss: 1.6859 2022/06/27 04:55:48 - mmengine - INFO - Epoch(train) [142][1960/3757] lr: 1.114e-03 eta: 10:33:08 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 8.4858 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3668 loss: 1.3668 2022/06/27 04:55:53 - mmengine - INFO - Epoch(train) [142][1980/3757] lr: 1.114e-03 eta: 10:33:03 time: 0.259 data_time: 0.010 memory: 5036 grad_norm: 8.0937 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5709 loss: 1.5709 2022/06/27 04:55:58 - mmengine - INFO - Epoch(train) [142][2000/3757] lr: 1.114e-03 eta: 10:32:57 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 9.9877 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8370 loss: 1.8370 2022/06/27 04:56:04 - mmengine - INFO - Epoch(train) [142][2020/3757] lr: 1.114e-03 eta: 10:32:52 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 9.7622 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.0449 loss: 2.0449 2022/06/27 04:56:09 - mmengine - INFO - Epoch(train) [142][2040/3757] lr: 1.114e-03 eta: 10:32:47 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 9.4121 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.8884 loss: 1.8884 2022/06/27 04:56:14 - mmengine - INFO - Epoch(train) [142][2060/3757] lr: 1.114e-03 eta: 10:32:42 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 11.0560 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.1510 loss: 2.1510 2022/06/27 04:56:20 - mmengine - INFO - Epoch(train) [142][2080/3757] lr: 1.114e-03 eta: 10:32:36 time: 0.263 data_time: 0.007 memory: 5036 grad_norm: 10.2849 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.5024 loss: 1.5024 2022/06/27 04:56:25 - mmengine - INFO - Epoch(train) [142][2100/3757] lr: 1.114e-03 eta: 10:32:31 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 10.9104 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9839 loss: 1.9839 2022/06/27 04:56:30 - mmengine - INFO - Epoch(train) [142][2120/3757] lr: 1.114e-03 eta: 10:32:26 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 10.6530 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.9019 loss: 1.9019 2022/06/27 04:56:35 - mmengine - INFO - Epoch(train) [142][2140/3757] lr: 1.114e-03 eta: 10:32:20 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 11.0619 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.0748 loss: 2.0748 2022/06/27 04:56:40 - mmengine - INFO - Epoch(train) [142][2160/3757] lr: 1.114e-03 eta: 10:32:15 time: 0.256 data_time: 0.010 memory: 5036 grad_norm: 11.2804 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4574 loss: 1.4574 2022/06/27 04:56:46 - mmengine - INFO - Epoch(train) [142][2180/3757] lr: 1.114e-03 eta: 10:32:10 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 11.4440 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8774 loss: 1.8774 2022/06/27 04:56:51 - mmengine - INFO - Epoch(train) [142][2200/3757] lr: 1.114e-03 eta: 10:32:05 time: 0.253 data_time: 0.008 memory: 5036 grad_norm: 10.4939 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8854 loss: 1.8854 2022/06/27 04:56:56 - mmengine - INFO - Epoch(train) [142][2220/3757] lr: 1.114e-03 eta: 10:31:59 time: 0.275 data_time: 0.012 memory: 5036 grad_norm: 11.7188 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9171 loss: 1.9171 2022/06/27 04:57:01 - mmengine - INFO - Epoch(train) [142][2240/3757] lr: 1.114e-03 eta: 10:31:54 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 11.5115 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5128 loss: 1.5128 2022/06/27 04:57:07 - mmengine - INFO - Epoch(train) [142][2260/3757] lr: 1.114e-03 eta: 10:31:49 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 10.6658 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.7041 loss: 1.7041 2022/06/27 04:57:08 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 04:57:12 - mmengine - INFO - Epoch(train) [142][2280/3757] lr: 1.114e-03 eta: 10:31:44 time: 0.265 data_time: 0.006 memory: 5036 grad_norm: 10.6028 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9730 loss: 1.9730 2022/06/27 04:57:17 - mmengine - INFO - Epoch(train) [142][2300/3757] lr: 1.114e-03 eta: 10:31:38 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 9.9763 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.0601 loss: 2.0601 2022/06/27 04:57:22 - mmengine - INFO - Epoch(train) [142][2320/3757] lr: 1.114e-03 eta: 10:31:33 time: 0.257 data_time: 0.010 memory: 5036 grad_norm: 12.5193 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9473 loss: 1.9473 2022/06/27 04:57:28 - mmengine - INFO - Epoch(train) [142][2340/3757] lr: 1.114e-03 eta: 10:31:28 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 9.4918 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7232 loss: 1.7232 2022/06/27 04:57:33 - mmengine - INFO - Epoch(train) [142][2360/3757] lr: 1.114e-03 eta: 10:31:23 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 10.5875 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1387 loss: 2.1387 2022/06/27 04:57:38 - mmengine - INFO - Epoch(train) [142][2380/3757] lr: 1.114e-03 eta: 10:31:17 time: 0.271 data_time: 0.003 memory: 5036 grad_norm: 11.3587 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6783 loss: 1.6783 2022/06/27 04:57:43 - mmengine - INFO - Epoch(train) [142][2400/3757] lr: 1.114e-03 eta: 10:31:12 time: 0.253 data_time: 0.005 memory: 5036 grad_norm: 9.3785 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6221 loss: 1.6221 2022/06/27 04:57:49 - mmengine - INFO - Epoch(train) [142][2420/3757] lr: 1.114e-03 eta: 10:31:07 time: 0.259 data_time: 0.009 memory: 5036 grad_norm: 10.1386 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3757 loss: 2.3757 2022/06/27 04:57:54 - mmengine - INFO - Epoch(train) [142][2440/3757] lr: 1.114e-03 eta: 10:31:01 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 11.2120 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8856 loss: 1.8856 2022/06/27 04:57:59 - mmengine - INFO - Epoch(train) [142][2460/3757] lr: 1.114e-03 eta: 10:30:56 time: 0.282 data_time: 0.022 memory: 5036 grad_norm: 10.3295 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7505 loss: 1.7505 2022/06/27 04:58:04 - mmengine - INFO - Epoch(train) [142][2480/3757] lr: 1.114e-03 eta: 10:30:51 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 10.6293 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.3758 loss: 1.3758 2022/06/27 04:58:10 - mmengine - INFO - Epoch(train) [142][2500/3757] lr: 1.114e-03 eta: 10:30:46 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 10.7009 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9482 loss: 1.9482 2022/06/27 04:58:15 - mmengine - INFO - Epoch(train) [142][2520/3757] lr: 1.114e-03 eta: 10:30:40 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 11.8766 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.8363 loss: 1.8363 2022/06/27 04:58:20 - mmengine - INFO - Epoch(train) [142][2540/3757] lr: 1.114e-03 eta: 10:30:35 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 8.6522 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.9602 loss: 1.9602 2022/06/27 04:58:26 - mmengine - INFO - Epoch(train) [142][2560/3757] lr: 1.114e-03 eta: 10:30:30 time: 0.256 data_time: 0.004 memory: 5036 grad_norm: 9.8608 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.9343 loss: 1.9343 2022/06/27 04:58:31 - mmengine - INFO - Epoch(train) [142][2580/3757] lr: 1.114e-03 eta: 10:30:25 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 11.1731 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0068 loss: 2.0068 2022/06/27 04:58:36 - mmengine - INFO - Epoch(train) [142][2600/3757] lr: 1.114e-03 eta: 10:30:19 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 10.1358 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3980 loss: 1.3980 2022/06/27 04:58:42 - mmengine - INFO - Epoch(train) [142][2620/3757] lr: 1.114e-03 eta: 10:30:14 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 9.8497 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 1.6299 loss: 1.6299 2022/06/27 04:58:47 - mmengine - INFO - Epoch(train) [142][2640/3757] lr: 1.114e-03 eta: 10:30:09 time: 0.259 data_time: 0.009 memory: 5036 grad_norm: 12.1138 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.5381 loss: 1.5381 2022/06/27 04:58:52 - mmengine - INFO - Epoch(train) [142][2660/3757] lr: 1.114e-03 eta: 10:30:04 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 10.9149 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6842 loss: 1.6842 2022/06/27 04:58:57 - mmengine - INFO - Epoch(train) [142][2680/3757] lr: 1.114e-03 eta: 10:29:58 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 11.6418 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2027 loss: 1.2027 2022/06/27 04:59:03 - mmengine - INFO - Epoch(train) [142][2700/3757] lr: 1.114e-03 eta: 10:29:53 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 10.7068 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6857 loss: 1.6857 2022/06/27 04:59:08 - mmengine - INFO - Epoch(train) [142][2720/3757] lr: 1.114e-03 eta: 10:29:48 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 11.8165 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.9913 loss: 1.9913 2022/06/27 04:59:13 - mmengine - INFO - Epoch(train) [142][2740/3757] lr: 1.114e-03 eta: 10:29:43 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 9.5882 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.0256 loss: 2.0256 2022/06/27 04:59:18 - mmengine - INFO - Epoch(train) [142][2760/3757] lr: 1.114e-03 eta: 10:29:37 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 10.1819 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.5359 loss: 1.5359 2022/06/27 04:59:24 - mmengine - INFO - Epoch(train) [142][2780/3757] lr: 1.114e-03 eta: 10:29:32 time: 0.256 data_time: 0.010 memory: 5036 grad_norm: 9.9169 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5931 loss: 1.5931 2022/06/27 04:59:29 - mmengine - INFO - Epoch(train) [142][2800/3757] lr: 1.114e-03 eta: 10:29:27 time: 0.278 data_time: 0.003 memory: 5036 grad_norm: 12.6748 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.9715 loss: 1.9715 2022/06/27 04:59:34 - mmengine - INFO - Epoch(train) [142][2820/3757] lr: 1.114e-03 eta: 10:29:22 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 12.6717 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.6739 loss: 1.6739 2022/06/27 04:59:40 - mmengine - INFO - Epoch(train) [142][2840/3757] lr: 1.114e-03 eta: 10:29:17 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 8.5205 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9790 loss: 1.9790 2022/06/27 04:59:45 - mmengine - INFO - Epoch(train) [142][2860/3757] lr: 1.114e-03 eta: 10:29:11 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 10.4905 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.8192 loss: 1.8192 2022/06/27 04:59:51 - mmengine - INFO - Epoch(train) [142][2880/3757] lr: 1.114e-03 eta: 10:29:06 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 10.8355 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6166 loss: 1.6166 2022/06/27 04:59:56 - mmengine - INFO - Epoch(train) [142][2900/3757] lr: 1.114e-03 eta: 10:29:01 time: 0.255 data_time: 0.010 memory: 5036 grad_norm: 12.6084 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.9492 loss: 1.9492 2022/06/27 05:00:01 - mmengine - INFO - Epoch(train) [142][2920/3757] lr: 1.114e-03 eta: 10:28:55 time: 0.256 data_time: 0.010 memory: 5036 grad_norm: 8.6446 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.8545 loss: 1.8545 2022/06/27 05:00:06 - mmengine - INFO - Epoch(train) [142][2940/3757] lr: 1.114e-03 eta: 10:28:50 time: 0.268 data_time: 0.006 memory: 5036 grad_norm: 9.6505 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.5974 loss: 1.5974 2022/06/27 05:00:11 - mmengine - INFO - Epoch(train) [142][2960/3757] lr: 1.114e-03 eta: 10:28:45 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 11.5546 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5000 loss: 1.5000 2022/06/27 05:00:17 - mmengine - INFO - Epoch(train) [142][2980/3757] lr: 1.114e-03 eta: 10:28:40 time: 0.253 data_time: 0.012 memory: 5036 grad_norm: 10.5704 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.1248 loss: 2.1248 2022/06/27 05:00:22 - mmengine - INFO - Epoch(train) [142][3000/3757] lr: 1.114e-03 eta: 10:28:34 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 10.3793 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.3303 loss: 2.3303 2022/06/27 05:00:27 - mmengine - INFO - Epoch(train) [142][3020/3757] lr: 1.114e-03 eta: 10:28:29 time: 0.248 data_time: 0.005 memory: 5036 grad_norm: 10.6133 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8847 loss: 1.8847 2022/06/27 05:00:33 - mmengine - INFO - Epoch(train) [142][3040/3757] lr: 1.114e-03 eta: 10:28:24 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 11.9815 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9072 loss: 1.9072 2022/06/27 05:00:38 - mmengine - INFO - Epoch(train) [142][3060/3757] lr: 1.114e-03 eta: 10:28:19 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 12.6987 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9811 loss: 1.9811 2022/06/27 05:00:43 - mmengine - INFO - Epoch(train) [142][3080/3757] lr: 1.114e-03 eta: 10:28:13 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 8.5763 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1408 loss: 2.1408 2022/06/27 05:00:48 - mmengine - INFO - Epoch(train) [142][3100/3757] lr: 1.114e-03 eta: 10:28:08 time: 0.266 data_time: 0.007 memory: 5036 grad_norm: 10.8508 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7387 loss: 1.7387 2022/06/27 05:00:54 - mmengine - INFO - Epoch(train) [142][3120/3757] lr: 1.114e-03 eta: 10:28:03 time: 0.264 data_time: 0.011 memory: 5036 grad_norm: 10.8646 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0526 loss: 2.0526 2022/06/27 05:00:59 - mmengine - INFO - Epoch(train) [142][3140/3757] lr: 1.114e-03 eta: 10:27:58 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 10.5357 top1_acc: 0.1250 top5_acc: 0.8750 loss_cls: 1.6995 loss: 1.6995 2022/06/27 05:01:04 - mmengine - INFO - Epoch(train) [142][3160/3757] lr: 1.114e-03 eta: 10:27:52 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 11.1452 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8617 loss: 1.8617 2022/06/27 05:01:09 - mmengine - INFO - Epoch(train) [142][3180/3757] lr: 1.114e-03 eta: 10:27:47 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 10.7149 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.3894 loss: 1.3894 2022/06/27 05:01:15 - mmengine - INFO - Epoch(train) [142][3200/3757] lr: 1.114e-03 eta: 10:27:42 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 12.5319 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0445 loss: 2.0445 2022/06/27 05:01:20 - mmengine - INFO - Epoch(train) [142][3220/3757] lr: 1.114e-03 eta: 10:27:37 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 11.1454 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9233 loss: 1.9233 2022/06/27 05:01:25 - mmengine - INFO - Epoch(train) [142][3240/3757] lr: 1.114e-03 eta: 10:27:31 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 11.0644 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6248 loss: 1.6248 2022/06/27 05:01:30 - mmengine - INFO - Epoch(train) [142][3260/3757] lr: 1.114e-03 eta: 10:27:26 time: 0.259 data_time: 0.012 memory: 5036 grad_norm: 10.0053 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5667 loss: 1.5667 2022/06/27 05:01:31 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 05:01:36 - mmengine - INFO - Epoch(train) [142][3280/3757] lr: 1.114e-03 eta: 10:27:21 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 10.6651 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7849 loss: 1.7849 2022/06/27 05:01:41 - mmengine - INFO - Epoch(train) [142][3300/3757] lr: 1.114e-03 eta: 10:27:15 time: 0.252 data_time: 0.004 memory: 5036 grad_norm: 11.7843 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.9978 loss: 1.9978 2022/06/27 05:01:46 - mmengine - INFO - Epoch(train) [142][3320/3757] lr: 1.114e-03 eta: 10:27:10 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 10.1413 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5953 loss: 1.5953 2022/06/27 05:01:51 - mmengine - INFO - Epoch(train) [142][3340/3757] lr: 1.114e-03 eta: 10:27:05 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 10.5516 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7651 loss: 1.7651 2022/06/27 05:01:57 - mmengine - INFO - Epoch(train) [142][3360/3757] lr: 1.114e-03 eta: 10:27:00 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 10.1887 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.1621 loss: 2.1621 2022/06/27 05:02:02 - mmengine - INFO - Epoch(train) [142][3380/3757] lr: 1.114e-03 eta: 10:26:54 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 10.4762 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8900 loss: 1.8900 2022/06/27 05:02:07 - mmengine - INFO - Epoch(train) [142][3400/3757] lr: 1.114e-03 eta: 10:26:49 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 9.9310 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.7269 loss: 1.7269 2022/06/27 05:02:12 - mmengine - INFO - Epoch(train) [142][3420/3757] lr: 1.114e-03 eta: 10:26:44 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 11.3834 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9192 loss: 1.9192 2022/06/27 05:02:18 - mmengine - INFO - Epoch(train) [142][3440/3757] lr: 1.114e-03 eta: 10:26:39 time: 0.353 data_time: 0.003 memory: 5036 grad_norm: 9.5669 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.8501 loss: 1.8501 2022/06/27 05:02:23 - mmengine - INFO - Epoch(train) [142][3460/3757] lr: 1.114e-03 eta: 10:26:33 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 10.5703 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.3251 loss: 2.3251 2022/06/27 05:02:28 - mmengine - INFO - Epoch(train) [142][3480/3757] lr: 1.114e-03 eta: 10:26:28 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 9.8722 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6626 loss: 1.6626 2022/06/27 05:02:34 - mmengine - INFO - Epoch(train) [142][3500/3757] lr: 1.114e-03 eta: 10:26:23 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 9.6730 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.8951 loss: 1.8951 2022/06/27 05:02:39 - mmengine - INFO - Epoch(train) [142][3520/3757] lr: 1.114e-03 eta: 10:26:18 time: 0.257 data_time: 0.010 memory: 5036 grad_norm: 11.8763 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.0881 loss: 2.0881 2022/06/27 05:02:44 - mmengine - INFO - Epoch(train) [142][3540/3757] lr: 1.114e-03 eta: 10:26:12 time: 0.256 data_time: 0.012 memory: 5036 grad_norm: 12.1169 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1408 loss: 2.1408 2022/06/27 05:02:49 - mmengine - INFO - Epoch(train) [142][3560/3757] lr: 1.114e-03 eta: 10:26:07 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 9.0220 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5450 loss: 1.5450 2022/06/27 05:02:55 - mmengine - INFO - Epoch(train) [142][3580/3757] lr: 1.114e-03 eta: 10:26:02 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 11.4394 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.8705 loss: 1.8705 2022/06/27 05:03:00 - mmengine - INFO - Epoch(train) [142][3600/3757] lr: 1.114e-03 eta: 10:25:57 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 11.4747 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9525 loss: 1.9525 2022/06/27 05:03:05 - mmengine - INFO - Epoch(train) [142][3620/3757] lr: 1.114e-03 eta: 10:25:51 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 10.7062 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1903 loss: 2.1903 2022/06/27 05:03:10 - mmengine - INFO - Epoch(train) [142][3640/3757] lr: 1.114e-03 eta: 10:25:46 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 12.3384 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.9794 loss: 1.9794 2022/06/27 05:03:16 - mmengine - INFO - Epoch(train) [142][3660/3757] lr: 1.114e-03 eta: 10:25:41 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 13.1639 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8591 loss: 1.8591 2022/06/27 05:03:21 - mmengine - INFO - Epoch(train) [142][3680/3757] lr: 1.114e-03 eta: 10:25:36 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 8.3952 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1607 loss: 2.1607 2022/06/27 05:03:26 - mmengine - INFO - Epoch(train) [142][3700/3757] lr: 1.114e-03 eta: 10:25:30 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 11.3922 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8233 loss: 1.8233 2022/06/27 05:03:32 - mmengine - INFO - Epoch(train) [142][3720/3757] lr: 1.114e-03 eta: 10:25:25 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 12.4397 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.6850 loss: 1.6850 2022/06/27 05:03:37 - mmengine - INFO - Epoch(train) [142][3740/3757] lr: 1.114e-03 eta: 10:25:20 time: 0.242 data_time: 0.006 memory: 5036 grad_norm: 11.7649 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1221 loss: 2.1221 2022/06/27 05:03:41 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 05:03:41 - mmengine - INFO - Saving checkpoint at 142 epochs 2022/06/27 05:03:54 - mmengine - INFO - Epoch(val) [142][20/310] eta: 0:01:49 time: 0.106 data_time: 0.004 memory: 5036 2022/06/27 05:03:59 - mmengine - INFO - Epoch(val) [142][40/310] eta: 0:01:35 time: 0.106 data_time: 0.005 memory: 1723 2022/06/27 05:04:03 - mmengine - INFO - Epoch(val) [142][60/310] eta: 0:00:26 time: 0.103 data_time: 0.001 memory: 1723 2022/06/27 05:04:08 - mmengine - INFO - Epoch(val) [142][80/310] eta: 0:00:24 time: 0.103 data_time: 0.001 memory: 1723 2022/06/27 05:04:15 - mmengine - INFO - Epoch(val) [142][100/310] eta: 0:01:11 time: 0.109 data_time: 0.001 memory: 1723 2022/06/27 05:04:20 - mmengine - INFO - Epoch(val) [142][120/310] eta: 0:01:10 time: 0.115 data_time: 0.012 memory: 1723 2022/06/27 05:04:24 - mmengine - INFO - Epoch(val) [142][140/310] eta: 0:00:18 time: 0.106 data_time: 0.005 memory: 1723 2022/06/27 05:04:29 - mmengine - INFO - Epoch(val) [142][160/310] eta: 0:00:15 time: 0.108 data_time: 0.001 memory: 1723 2022/06/27 05:04:36 - mmengine - INFO - Epoch(val) [142][180/310] eta: 0:00:46 time: 0.200 data_time: 0.098 memory: 1723 2022/06/27 05:04:41 - mmengine - INFO - Epoch(val) [142][200/310] eta: 0:00:39 time: 0.103 data_time: 0.001 memory: 1723 2022/06/27 05:04:45 - mmengine - INFO - Epoch(val) [142][220/310] eta: 0:00:09 time: 0.103 data_time: 0.001 memory: 1723 2022/06/27 05:04:50 - mmengine - INFO - Epoch(val) [142][240/310] eta: 0:00:07 time: 0.103 data_time: 0.001 memory: 1723 2022/06/27 05:04:57 - mmengine - INFO - Epoch(val) [142][260/310] eta: 0:00:18 time: 0.187 data_time: 0.080 memory: 1723 2022/06/27 05:05:01 - mmengine - INFO - Epoch(val) [142][280/310] eta: 0:00:09 time: 0.103 data_time: 0.001 memory: 1723 2022/06/27 05:05:04 - mmengine - INFO - Epoch(val) [142][300/310] eta: 0:00:01 time: 0.097 data_time: 0.001 memory: 1723 2022/06/27 05:05:06 - mmengine - INFO - Epoch(val) [142][310/310] acc/top1: 0.5934 acc/top5: 0.8156 acc/mean1: 0.5933 2022/06/27 05:05:16 - mmengine - INFO - Epoch(train) [143][20/3757] lr: 1.060e-03 eta: 10:25:11 time: 0.270 data_time: 0.003 memory: 5036 grad_norm: 9.7201 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6863 loss: 1.6863 2022/06/27 05:05:21 - mmengine - INFO - Epoch(train) [143][40/3757] lr: 1.060e-03 eta: 10:25:05 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 9.8065 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.6842 loss: 1.6842 2022/06/27 05:05:26 - mmengine - INFO - Epoch(train) [143][60/3757] lr: 1.060e-03 eta: 10:25:00 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 9.7103 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6754 loss: 1.6754 2022/06/27 05:05:32 - mmengine - INFO - Epoch(train) [143][80/3757] lr: 1.060e-03 eta: 10:24:55 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 8.6242 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7408 loss: 1.7408 2022/06/27 05:05:37 - mmengine - INFO - Epoch(train) [143][100/3757] lr: 1.060e-03 eta: 10:24:50 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 10.3732 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.9256 loss: 1.9256 2022/06/27 05:05:42 - mmengine - INFO - Epoch(train) [143][120/3757] lr: 1.060e-03 eta: 10:24:44 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 11.9299 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7762 loss: 1.7762 2022/06/27 05:05:48 - mmengine - INFO - Epoch(train) [143][140/3757] lr: 1.060e-03 eta: 10:24:39 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 11.2753 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.5401 loss: 1.5401 2022/06/27 05:05:53 - mmengine - INFO - Epoch(train) [143][160/3757] lr: 1.060e-03 eta: 10:24:34 time: 0.246 data_time: 0.003 memory: 5036 grad_norm: 10.2743 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8225 loss: 1.8225 2022/06/27 05:05:58 - mmengine - INFO - Epoch(train) [143][180/3757] lr: 1.060e-03 eta: 10:24:29 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 10.8898 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.5618 loss: 1.5618 2022/06/27 05:06:04 - mmengine - INFO - Epoch(train) [143][200/3757] lr: 1.060e-03 eta: 10:24:24 time: 0.251 data_time: 0.004 memory: 5036 grad_norm: 11.2995 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.5927 loss: 1.5927 2022/06/27 05:06:09 - mmengine - INFO - Epoch(train) [143][220/3757] lr: 1.060e-03 eta: 10:24:18 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 12.7775 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.8537 loss: 1.8537 2022/06/27 05:06:14 - mmengine - INFO - Epoch(train) [143][240/3757] lr: 1.060e-03 eta: 10:24:13 time: 0.259 data_time: 0.009 memory: 5036 grad_norm: 13.6328 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.7260 loss: 1.7260 2022/06/27 05:06:20 - mmengine - INFO - Epoch(train) [143][260/3757] lr: 1.060e-03 eta: 10:24:08 time: 0.288 data_time: 0.003 memory: 5036 grad_norm: 12.3435 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.3902 loss: 2.3902 2022/06/27 05:06:25 - mmengine - INFO - Epoch(train) [143][280/3757] lr: 1.060e-03 eta: 10:24:03 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 10.8131 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9191 loss: 1.9191 2022/06/27 05:06:30 - mmengine - INFO - Epoch(train) [143][300/3757] lr: 1.060e-03 eta: 10:23:57 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 10.5580 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9735 loss: 1.9735 2022/06/27 05:06:36 - mmengine - INFO - Epoch(train) [143][320/3757] lr: 1.060e-03 eta: 10:23:52 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 8.4093 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7425 loss: 1.7425 2022/06/27 05:06:41 - mmengine - INFO - Epoch(train) [143][340/3757] lr: 1.060e-03 eta: 10:23:47 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 14.0014 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.9356 loss: 1.9356 2022/06/27 05:06:46 - mmengine - INFO - Epoch(train) [143][360/3757] lr: 1.060e-03 eta: 10:23:42 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 11.9651 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8108 loss: 1.8108 2022/06/27 05:06:52 - mmengine - INFO - Epoch(train) [143][380/3757] lr: 1.060e-03 eta: 10:23:36 time: 0.259 data_time: 0.009 memory: 5036 grad_norm: 11.7410 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.5781 loss: 1.5781 2022/06/27 05:06:57 - mmengine - INFO - Epoch(train) [143][400/3757] lr: 1.060e-03 eta: 10:23:31 time: 0.266 data_time: 0.003 memory: 5036 grad_norm: 10.2131 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6042 loss: 1.6042 2022/06/27 05:07:02 - mmengine - INFO - Epoch(train) [143][420/3757] lr: 1.060e-03 eta: 10:23:26 time: 0.250 data_time: 0.004 memory: 5036 grad_norm: 11.7995 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9488 loss: 1.9488 2022/06/27 05:07:08 - mmengine - INFO - Epoch(train) [143][440/3757] lr: 1.060e-03 eta: 10:23:21 time: 0.260 data_time: 0.017 memory: 5036 grad_norm: 9.3439 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8300 loss: 1.8300 2022/06/27 05:07:13 - mmengine - INFO - Epoch(train) [143][460/3757] lr: 1.060e-03 eta: 10:23:15 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 9.5503 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9610 loss: 1.9610 2022/06/27 05:07:18 - mmengine - INFO - Epoch(train) [143][480/3757] lr: 1.060e-03 eta: 10:23:10 time: 0.253 data_time: 0.010 memory: 5036 grad_norm: 9.6256 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8215 loss: 1.8215 2022/06/27 05:07:24 - mmengine - INFO - Epoch(train) [143][500/3757] lr: 1.060e-03 eta: 10:23:05 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 11.3009 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9781 loss: 1.9781 2022/06/27 05:07:26 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 05:07:29 - mmengine - INFO - Epoch(train) [143][520/3757] lr: 1.060e-03 eta: 10:23:00 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 9.5453 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.5468 loss: 1.5468 2022/06/27 05:07:35 - mmengine - INFO - Epoch(train) [143][540/3757] lr: 1.060e-03 eta: 10:22:54 time: 0.259 data_time: 0.013 memory: 5036 grad_norm: 10.2284 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.5524 loss: 1.5524 2022/06/27 05:07:40 - mmengine - INFO - Epoch(train) [143][560/3757] lr: 1.060e-03 eta: 10:22:49 time: 0.298 data_time: 0.007 memory: 5036 grad_norm: 9.5973 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0600 loss: 2.0600 2022/06/27 05:07:45 - mmengine - INFO - Epoch(train) [143][580/3757] lr: 1.060e-03 eta: 10:22:44 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 10.0252 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6951 loss: 1.6951 2022/06/27 05:07:50 - mmengine - INFO - Epoch(train) [143][600/3757] lr: 1.060e-03 eta: 10:22:39 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 10.5037 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3458 loss: 1.3458 2022/06/27 05:07:56 - mmengine - INFO - Epoch(train) [143][620/3757] lr: 1.060e-03 eta: 10:22:33 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 10.3874 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.6608 loss: 1.6608 2022/06/27 05:08:01 - mmengine - INFO - Epoch(train) [143][640/3757] lr: 1.060e-03 eta: 10:22:28 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 10.8443 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.2301 loss: 1.2301 2022/06/27 05:08:06 - mmengine - INFO - Epoch(train) [143][660/3757] lr: 1.060e-03 eta: 10:22:23 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 11.4582 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.9114 loss: 1.9114 2022/06/27 05:08:12 - mmengine - INFO - Epoch(train) [143][680/3757] lr: 1.060e-03 eta: 10:22:18 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 9.1886 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9438 loss: 1.9438 2022/06/27 05:08:17 - mmengine - INFO - Epoch(train) [143][700/3757] lr: 1.060e-03 eta: 10:22:12 time: 0.252 data_time: 0.008 memory: 5036 grad_norm: 10.3942 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2128 loss: 2.2128 2022/06/27 05:08:22 - mmengine - INFO - Epoch(train) [143][720/3757] lr: 1.060e-03 eta: 10:22:07 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 12.2341 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7435 loss: 1.7435 2022/06/27 05:08:28 - mmengine - INFO - Epoch(train) [143][740/3757] lr: 1.060e-03 eta: 10:22:02 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 10.9806 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6582 loss: 1.6582 2022/06/27 05:08:33 - mmengine - INFO - Epoch(train) [143][760/3757] lr: 1.060e-03 eta: 10:21:57 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 10.3506 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5602 loss: 1.5602 2022/06/27 05:08:38 - mmengine - INFO - Epoch(train) [143][780/3757] lr: 1.060e-03 eta: 10:21:51 time: 0.257 data_time: 0.010 memory: 5036 grad_norm: 10.4108 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4840 loss: 1.4840 2022/06/27 05:08:43 - mmengine - INFO - Epoch(train) [143][800/3757] lr: 1.060e-03 eta: 10:21:46 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 10.1332 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8442 loss: 1.8442 2022/06/27 05:08:49 - mmengine - INFO - Epoch(train) [143][820/3757] lr: 1.060e-03 eta: 10:21:41 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 10.1976 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1110 loss: 2.1110 2022/06/27 05:08:54 - mmengine - INFO - Epoch(train) [143][840/3757] lr: 1.060e-03 eta: 10:21:36 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 11.4587 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7545 loss: 1.7545 2022/06/27 05:08:59 - mmengine - INFO - Epoch(train) [143][860/3757] lr: 1.060e-03 eta: 10:21:30 time: 0.267 data_time: 0.006 memory: 5036 grad_norm: 10.2824 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.0501 loss: 2.0501 2022/06/27 05:09:04 - mmengine - INFO - Epoch(train) [143][880/3757] lr: 1.060e-03 eta: 10:21:25 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 11.1255 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.6719 loss: 1.6719 2022/06/27 05:09:10 - mmengine - INFO - Epoch(train) [143][900/3757] lr: 1.060e-03 eta: 10:21:20 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 10.4375 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7698 loss: 1.7698 2022/06/27 05:09:15 - mmengine - INFO - Epoch(train) [143][920/3757] lr: 1.060e-03 eta: 10:21:15 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 8.6664 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7756 loss: 1.7756 2022/06/27 05:09:20 - mmengine - INFO - Epoch(train) [143][940/3757] lr: 1.060e-03 eta: 10:21:09 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 10.7721 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8017 loss: 1.8017 2022/06/27 05:09:25 - mmengine - INFO - Epoch(train) [143][960/3757] lr: 1.060e-03 eta: 10:21:04 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 10.3617 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7799 loss: 1.7799 2022/06/27 05:09:31 - mmengine - INFO - Epoch(train) [143][980/3757] lr: 1.060e-03 eta: 10:20:59 time: 0.267 data_time: 0.007 memory: 5036 grad_norm: 10.2300 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8625 loss: 1.8625 2022/06/27 05:09:36 - mmengine - INFO - Epoch(train) [143][1000/3757] lr: 1.060e-03 eta: 10:20:54 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 9.9231 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.5991 loss: 1.5991 2022/06/27 05:09:41 - mmengine - INFO - Epoch(train) [143][1020/3757] lr: 1.060e-03 eta: 10:20:48 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 9.7118 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1010 loss: 2.1010 2022/06/27 05:09:46 - mmengine - INFO - Epoch(train) [143][1040/3757] lr: 1.060e-03 eta: 10:20:43 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 11.3742 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8146 loss: 1.8146 2022/06/27 05:09:52 - mmengine - INFO - Epoch(train) [143][1060/3757] lr: 1.060e-03 eta: 10:20:38 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 9.2075 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5069 loss: 1.5069 2022/06/27 05:09:57 - mmengine - INFO - Epoch(train) [143][1080/3757] lr: 1.060e-03 eta: 10:20:32 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 12.2556 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.8028 loss: 1.8028 2022/06/27 05:10:02 - mmengine - INFO - Epoch(train) [143][1100/3757] lr: 1.060e-03 eta: 10:20:27 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 9.4877 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7845 loss: 1.7845 2022/06/27 05:10:07 - mmengine - INFO - Epoch(train) [143][1120/3757] lr: 1.060e-03 eta: 10:20:22 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 11.2038 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9130 loss: 1.9130 2022/06/27 05:10:13 - mmengine - INFO - Epoch(train) [143][1140/3757] lr: 1.060e-03 eta: 10:20:17 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 12.9630 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.3968 loss: 1.3968 2022/06/27 05:10:18 - mmengine - INFO - Epoch(train) [143][1160/3757] lr: 1.060e-03 eta: 10:20:11 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 11.0216 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5197 loss: 2.5197 2022/06/27 05:10:23 - mmengine - INFO - Epoch(train) [143][1180/3757] lr: 1.060e-03 eta: 10:20:06 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 10.3763 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9039 loss: 1.9039 2022/06/27 05:10:29 - mmengine - INFO - Epoch(train) [143][1200/3757] lr: 1.060e-03 eta: 10:20:01 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 12.0118 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1399 loss: 2.1399 2022/06/27 05:10:34 - mmengine - INFO - Epoch(train) [143][1220/3757] lr: 1.060e-03 eta: 10:19:56 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 10.1571 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.2285 loss: 1.2285 2022/06/27 05:10:39 - mmengine - INFO - Epoch(train) [143][1240/3757] lr: 1.060e-03 eta: 10:19:50 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 11.9442 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6660 loss: 1.6660 2022/06/27 05:10:45 - mmengine - INFO - Epoch(train) [143][1260/3757] lr: 1.060e-03 eta: 10:19:45 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 11.3221 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 1.9324 loss: 1.9324 2022/06/27 05:10:50 - mmengine - INFO - Epoch(train) [143][1280/3757] lr: 1.060e-03 eta: 10:19:40 time: 0.287 data_time: 0.006 memory: 5036 grad_norm: 11.4316 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7304 loss: 1.7304 2022/06/27 05:10:55 - mmengine - INFO - Epoch(train) [143][1300/3757] lr: 1.060e-03 eta: 10:19:35 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 10.4274 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7157 loss: 1.7157 2022/06/27 05:11:01 - mmengine - INFO - Epoch(train) [143][1320/3757] lr: 1.060e-03 eta: 10:19:30 time: 0.264 data_time: 0.007 memory: 5036 grad_norm: 11.4245 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6118 loss: 1.6118 2022/06/27 05:11:06 - mmengine - INFO - Epoch(train) [143][1340/3757] lr: 1.060e-03 eta: 10:19:24 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 10.7530 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9935 loss: 1.9935 2022/06/27 05:11:11 - mmengine - INFO - Epoch(train) [143][1360/3757] lr: 1.060e-03 eta: 10:19:19 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 9.5293 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.4289 loss: 1.4289 2022/06/27 05:11:17 - mmengine - INFO - Epoch(train) [143][1380/3757] lr: 1.060e-03 eta: 10:19:14 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 9.7051 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3318 loss: 1.3318 2022/06/27 05:11:22 - mmengine - INFO - Epoch(train) [143][1400/3757] lr: 1.060e-03 eta: 10:19:09 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.0225 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.6222 loss: 1.6222 2022/06/27 05:11:27 - mmengine - INFO - Epoch(train) [143][1420/3757] lr: 1.060e-03 eta: 10:19:03 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 13.3336 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9532 loss: 1.9532 2022/06/27 05:11:32 - mmengine - INFO - Epoch(train) [143][1440/3757] lr: 1.060e-03 eta: 10:18:58 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 10.7608 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.7409 loss: 1.7409 2022/06/27 05:11:38 - mmengine - INFO - Epoch(train) [143][1460/3757] lr: 1.060e-03 eta: 10:18:53 time: 0.248 data_time: 0.008 memory: 5036 grad_norm: 11.5600 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.6927 loss: 1.6927 2022/06/27 05:11:43 - mmengine - INFO - Epoch(train) [143][1480/3757] lr: 1.060e-03 eta: 10:18:47 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 11.4762 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7932 loss: 1.7932 2022/06/27 05:11:48 - mmengine - INFO - Epoch(train) [143][1500/3757] lr: 1.060e-03 eta: 10:18:42 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 11.5273 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4768 loss: 1.4768 2022/06/27 05:11:50 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 05:11:53 - mmengine - INFO - Epoch(train) [143][1520/3757] lr: 1.060e-03 eta: 10:18:37 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 10.4953 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5986 loss: 1.5986 2022/06/27 05:11:59 - mmengine - INFO - Epoch(train) [143][1540/3757] lr: 1.060e-03 eta: 10:18:32 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 11.4485 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.6759 loss: 1.6759 2022/06/27 05:12:04 - mmengine - INFO - Epoch(train) [143][1560/3757] lr: 1.060e-03 eta: 10:18:26 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 11.2411 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.7622 loss: 1.7622 2022/06/27 05:12:09 - mmengine - INFO - Epoch(train) [143][1580/3757] lr: 1.060e-03 eta: 10:18:21 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 10.2186 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.1817 loss: 2.1817 2022/06/27 05:12:14 - mmengine - INFO - Epoch(train) [143][1600/3757] lr: 1.060e-03 eta: 10:18:16 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 11.8270 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.1605 loss: 2.1605 2022/06/27 05:12:19 - mmengine - INFO - Epoch(train) [143][1620/3757] lr: 1.060e-03 eta: 10:18:11 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 12.2384 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.8137 loss: 1.8137 2022/06/27 05:12:25 - mmengine - INFO - Epoch(train) [143][1640/3757] lr: 1.060e-03 eta: 10:18:05 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 10.6744 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.2980 loss: 2.2980 2022/06/27 05:12:30 - mmengine - INFO - Epoch(train) [143][1660/3757] lr: 1.060e-03 eta: 10:18:00 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 10.5927 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6835 loss: 1.6835 2022/06/27 05:12:35 - mmengine - INFO - Epoch(train) [143][1680/3757] lr: 1.060e-03 eta: 10:17:55 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 11.2023 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0409 loss: 2.0409 2022/06/27 05:12:40 - mmengine - INFO - Epoch(train) [143][1700/3757] lr: 1.060e-03 eta: 10:17:50 time: 0.271 data_time: 0.009 memory: 5036 grad_norm: 11.7616 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7352 loss: 1.7352 2022/06/27 05:12:46 - mmengine - INFO - Epoch(train) [143][1720/3757] lr: 1.060e-03 eta: 10:17:44 time: 0.265 data_time: 0.006 memory: 5036 grad_norm: 9.3609 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7532 loss: 1.7532 2022/06/27 05:12:51 - mmengine - INFO - Epoch(train) [143][1740/3757] lr: 1.060e-03 eta: 10:17:39 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 9.9842 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5431 loss: 1.5431 2022/06/27 05:12:56 - mmengine - INFO - Epoch(train) [143][1760/3757] lr: 1.060e-03 eta: 10:17:34 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 12.8437 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.1979 loss: 2.1979 2022/06/27 05:13:01 - mmengine - INFO - Epoch(train) [143][1780/3757] lr: 1.060e-03 eta: 10:17:28 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 9.6348 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7993 loss: 1.7993 2022/06/27 05:13:07 - mmengine - INFO - Epoch(train) [143][1800/3757] lr: 1.060e-03 eta: 10:17:23 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 10.6457 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8389 loss: 1.8389 2022/06/27 05:13:12 - mmengine - INFO - Epoch(train) [143][1820/3757] lr: 1.060e-03 eta: 10:17:18 time: 0.263 data_time: 0.007 memory: 5036 grad_norm: 10.5929 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.9711 loss: 1.9711 2022/06/27 05:13:17 - mmengine - INFO - Epoch(train) [143][1840/3757] lr: 1.060e-03 eta: 10:17:13 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 10.0984 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.8957 loss: 1.8957 2022/06/27 05:13:23 - mmengine - INFO - Epoch(train) [143][1860/3757] lr: 1.060e-03 eta: 10:17:07 time: 0.263 data_time: 0.021 memory: 5036 grad_norm: 11.0529 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.8040 loss: 1.8040 2022/06/27 05:13:28 - mmengine - INFO - Epoch(train) [143][1880/3757] lr: 1.060e-03 eta: 10:17:02 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 13.6664 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9964 loss: 1.9964 2022/06/27 05:13:33 - mmengine - INFO - Epoch(train) [143][1900/3757] lr: 1.060e-03 eta: 10:16:57 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 11.6067 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0928 loss: 2.0928 2022/06/27 05:13:38 - mmengine - INFO - Epoch(train) [143][1920/3757] lr: 1.060e-03 eta: 10:16:52 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 8.5659 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0189 loss: 2.0189 2022/06/27 05:13:44 - mmengine - INFO - Epoch(train) [143][1940/3757] lr: 1.060e-03 eta: 10:16:46 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 12.0557 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8750 loss: 1.8750 2022/06/27 05:13:49 - mmengine - INFO - Epoch(train) [143][1960/3757] lr: 1.060e-03 eta: 10:16:41 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 8.2110 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.9778 loss: 1.9778 2022/06/27 05:13:55 - mmengine - INFO - Epoch(train) [143][1980/3757] lr: 1.060e-03 eta: 10:16:36 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 10.8919 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6019 loss: 1.6019 2022/06/27 05:14:00 - mmengine - INFO - Epoch(train) [143][2000/3757] lr: 1.060e-03 eta: 10:16:31 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 9.4364 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7804 loss: 1.7804 2022/06/27 05:14:05 - mmengine - INFO - Epoch(train) [143][2020/3757] lr: 1.060e-03 eta: 10:16:25 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 9.2330 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1486 loss: 2.1486 2022/06/27 05:14:10 - mmengine - INFO - Epoch(train) [143][2040/3757] lr: 1.060e-03 eta: 10:16:20 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 9.8845 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6071 loss: 1.6071 2022/06/27 05:14:16 - mmengine - INFO - Epoch(train) [143][2060/3757] lr: 1.060e-03 eta: 10:16:15 time: 0.259 data_time: 0.012 memory: 5036 grad_norm: 12.4868 top1_acc: 0.2500 top5_acc: 1.0000 loss_cls: 2.0420 loss: 2.0420 2022/06/27 05:14:21 - mmengine - INFO - Epoch(train) [143][2080/3757] lr: 1.060e-03 eta: 10:16:10 time: 0.268 data_time: 0.003 memory: 5036 grad_norm: 10.8808 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6907 loss: 1.6907 2022/06/27 05:14:26 - mmengine - INFO - Epoch(train) [143][2100/3757] lr: 1.060e-03 eta: 10:16:04 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 10.2643 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8138 loss: 1.8138 2022/06/27 05:14:31 - mmengine - INFO - Epoch(train) [143][2120/3757] lr: 1.060e-03 eta: 10:15:59 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 10.5400 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0282 loss: 2.0282 2022/06/27 05:14:36 - mmengine - INFO - Epoch(train) [143][2140/3757] lr: 1.060e-03 eta: 10:15:54 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 9.4370 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4625 loss: 1.4625 2022/06/27 05:14:42 - mmengine - INFO - Epoch(train) [143][2160/3757] lr: 1.060e-03 eta: 10:15:49 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 13.1066 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0714 loss: 2.0714 2022/06/27 05:14:47 - mmengine - INFO - Epoch(train) [143][2180/3757] lr: 1.060e-03 eta: 10:15:43 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 11.6397 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6042 loss: 1.6042 2022/06/27 05:14:52 - mmengine - INFO - Epoch(train) [143][2200/3757] lr: 1.060e-03 eta: 10:15:38 time: 0.269 data_time: 0.007 memory: 5036 grad_norm: 10.4509 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7615 loss: 1.7615 2022/06/27 05:14:58 - mmengine - INFO - Epoch(train) [143][2220/3757] lr: 1.060e-03 eta: 10:15:33 time: 0.268 data_time: 0.007 memory: 5036 grad_norm: 12.7068 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2956 loss: 2.2956 2022/06/27 05:15:03 - mmengine - INFO - Epoch(train) [143][2240/3757] lr: 1.060e-03 eta: 10:15:28 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 10.5164 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0587 loss: 2.0587 2022/06/27 05:15:08 - mmengine - INFO - Epoch(train) [143][2260/3757] lr: 1.060e-03 eta: 10:15:22 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 10.3907 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.7297 loss: 1.7297 2022/06/27 05:15:13 - mmengine - INFO - Epoch(train) [143][2280/3757] lr: 1.060e-03 eta: 10:15:17 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 11.8112 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9837 loss: 1.9837 2022/06/27 05:15:19 - mmengine - INFO - Epoch(train) [143][2300/3757] lr: 1.060e-03 eta: 10:15:12 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 13.0134 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.8203 loss: 1.8203 2022/06/27 05:15:24 - mmengine - INFO - Epoch(train) [143][2320/3757] lr: 1.060e-03 eta: 10:15:07 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 12.2442 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.8439 loss: 1.8439 2022/06/27 05:15:29 - mmengine - INFO - Epoch(train) [143][2340/3757] lr: 1.060e-03 eta: 10:15:01 time: 0.268 data_time: 0.006 memory: 5036 grad_norm: 13.1763 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3783 loss: 1.3783 2022/06/27 05:15:35 - mmengine - INFO - Epoch(train) [143][2360/3757] lr: 1.060e-03 eta: 10:14:56 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 11.6255 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.9502 loss: 1.9502 2022/06/27 05:15:40 - mmengine - INFO - Epoch(train) [143][2380/3757] lr: 1.060e-03 eta: 10:14:51 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 9.2785 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5918 loss: 1.5918 2022/06/27 05:15:45 - mmengine - INFO - Epoch(train) [143][2400/3757] lr: 1.060e-03 eta: 10:14:46 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 11.7588 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0539 loss: 2.0539 2022/06/27 05:15:50 - mmengine - INFO - Epoch(train) [143][2420/3757] lr: 1.060e-03 eta: 10:14:40 time: 0.250 data_time: 0.007 memory: 5036 grad_norm: 9.8048 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.0302 loss: 2.0302 2022/06/27 05:15:56 - mmengine - INFO - Epoch(train) [143][2440/3757] lr: 1.060e-03 eta: 10:14:35 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 10.1685 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.6830 loss: 1.6830 2022/06/27 05:16:01 - mmengine - INFO - Epoch(train) [143][2460/3757] lr: 1.060e-03 eta: 10:14:30 time: 0.259 data_time: 0.010 memory: 5036 grad_norm: 11.3009 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.8002 loss: 1.8002 2022/06/27 05:16:06 - mmengine - INFO - Epoch(train) [143][2480/3757] lr: 1.060e-03 eta: 10:14:24 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 10.0248 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6852 loss: 1.6852 2022/06/27 05:16:12 - mmengine - INFO - Epoch(train) [143][2500/3757] lr: 1.060e-03 eta: 10:14:19 time: 0.269 data_time: 0.010 memory: 5036 grad_norm: 12.4464 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9783 loss: 1.9783 2022/06/27 05:16:13 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 05:16:17 - mmengine - INFO - Epoch(train) [143][2520/3757] lr: 1.060e-03 eta: 10:14:14 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 9.5351 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9998 loss: 1.9998 2022/06/27 05:16:22 - mmengine - INFO - Epoch(train) [143][2540/3757] lr: 1.060e-03 eta: 10:14:09 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 9.1908 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3994 loss: 1.3994 2022/06/27 05:16:27 - mmengine - INFO - Epoch(train) [143][2560/3757] lr: 1.060e-03 eta: 10:14:03 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 10.5935 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8078 loss: 1.8078 2022/06/27 05:16:33 - mmengine - INFO - Epoch(train) [143][2580/3757] lr: 1.060e-03 eta: 10:13:58 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 12.0061 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.9830 loss: 1.9830 2022/06/27 05:16:38 - mmengine - INFO - Epoch(train) [143][2600/3757] lr: 1.060e-03 eta: 10:13:53 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 10.1619 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.8278 loss: 1.8278 2022/06/27 05:16:43 - mmengine - INFO - Epoch(train) [143][2620/3757] lr: 1.060e-03 eta: 10:13:48 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 10.9690 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.9826 loss: 1.9826 2022/06/27 05:16:49 - mmengine - INFO - Epoch(train) [143][2640/3757] lr: 1.060e-03 eta: 10:13:42 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 12.2073 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.6758 loss: 1.6758 2022/06/27 05:16:54 - mmengine - INFO - Epoch(train) [143][2660/3757] lr: 1.060e-03 eta: 10:13:37 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 11.4918 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8384 loss: 1.8384 2022/06/27 05:16:59 - mmengine - INFO - Epoch(train) [143][2680/3757] lr: 1.060e-03 eta: 10:13:32 time: 0.267 data_time: 0.003 memory: 5036 grad_norm: 12.9079 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1849 loss: 2.1849 2022/06/27 05:17:05 - mmengine - INFO - Epoch(train) [143][2700/3757] lr: 1.060e-03 eta: 10:13:27 time: 0.259 data_time: 0.009 memory: 5036 grad_norm: 10.9154 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4417 loss: 1.4417 2022/06/27 05:17:10 - mmengine - INFO - Epoch(train) [143][2720/3757] lr: 1.060e-03 eta: 10:13:21 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 11.7016 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.7338 loss: 1.7338 2022/06/27 05:17:15 - mmengine - INFO - Epoch(train) [143][2740/3757] lr: 1.060e-03 eta: 10:13:16 time: 0.260 data_time: 0.009 memory: 5036 grad_norm: 9.3857 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.2579 loss: 2.2579 2022/06/27 05:17:21 - mmengine - INFO - Epoch(train) [143][2760/3757] lr: 1.060e-03 eta: 10:13:11 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 11.8779 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.3696 loss: 2.3696 2022/06/27 05:17:26 - mmengine - INFO - Epoch(train) [143][2780/3757] lr: 1.060e-03 eta: 10:13:06 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 9.6292 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.7136 loss: 1.7136 2022/06/27 05:17:31 - mmengine - INFO - Epoch(train) [143][2800/3757] lr: 1.060e-03 eta: 10:13:00 time: 0.270 data_time: 0.021 memory: 5036 grad_norm: 10.5014 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.9031 loss: 1.9031 2022/06/27 05:17:36 - mmengine - INFO - Epoch(train) [143][2820/3757] lr: 1.060e-03 eta: 10:12:55 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 10.5571 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9571 loss: 1.9571 2022/06/27 05:17:41 - mmengine - INFO - Epoch(train) [143][2840/3757] lr: 1.060e-03 eta: 10:12:50 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 12.7698 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8337 loss: 1.8337 2022/06/27 05:17:47 - mmengine - INFO - Epoch(train) [143][2860/3757] lr: 1.060e-03 eta: 10:12:45 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 11.6735 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.8896 loss: 1.8896 2022/06/27 05:17:52 - mmengine - INFO - Epoch(train) [143][2880/3757] lr: 1.060e-03 eta: 10:12:39 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 10.3603 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 1.4608 loss: 1.4608 2022/06/27 05:17:57 - mmengine - INFO - Epoch(train) [143][2900/3757] lr: 1.060e-03 eta: 10:12:34 time: 0.260 data_time: 0.009 memory: 5036 grad_norm: 13.3398 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.6213 loss: 1.6213 2022/06/27 05:18:03 - mmengine - INFO - Epoch(train) [143][2920/3757] lr: 1.060e-03 eta: 10:12:29 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 10.0280 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4895 loss: 1.4895 2022/06/27 05:18:08 - mmengine - INFO - Epoch(train) [143][2940/3757] lr: 1.060e-03 eta: 10:12:24 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 11.9227 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.8864 loss: 1.8864 2022/06/27 05:18:13 - mmengine - INFO - Epoch(train) [143][2960/3757] lr: 1.060e-03 eta: 10:12:18 time: 0.261 data_time: 0.008 memory: 5036 grad_norm: 9.5656 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.5449 loss: 1.5449 2022/06/27 05:18:19 - mmengine - INFO - Epoch(train) [143][2980/3757] lr: 1.060e-03 eta: 10:12:13 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 10.6872 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.5984 loss: 1.5984 2022/06/27 05:18:24 - mmengine - INFO - Epoch(train) [143][3000/3757] lr: 1.060e-03 eta: 10:12:08 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 9.9411 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.5746 loss: 1.5746 2022/06/27 05:18:29 - mmengine - INFO - Epoch(train) [143][3020/3757] lr: 1.060e-03 eta: 10:12:03 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 9.4241 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.5810 loss: 1.5810 2022/06/27 05:18:34 - mmengine - INFO - Epoch(train) [143][3040/3757] lr: 1.060e-03 eta: 10:11:57 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 10.6195 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7574 loss: 1.7574 2022/06/27 05:18:39 - mmengine - INFO - Epoch(train) [143][3060/3757] lr: 1.060e-03 eta: 10:11:52 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 12.3743 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0533 loss: 2.0533 2022/06/27 05:18:45 - mmengine - INFO - Epoch(train) [143][3080/3757] lr: 1.060e-03 eta: 10:11:47 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 11.5379 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.7822 loss: 1.7822 2022/06/27 05:18:50 - mmengine - INFO - Epoch(train) [143][3100/3757] lr: 1.060e-03 eta: 10:11:42 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 8.5312 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6174 loss: 1.6174 2022/06/27 05:18:55 - mmengine - INFO - Epoch(train) [143][3120/3757] lr: 1.060e-03 eta: 10:11:36 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 11.1909 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3721 loss: 1.3721 2022/06/27 05:19:01 - mmengine - INFO - Epoch(train) [143][3140/3757] lr: 1.060e-03 eta: 10:11:31 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 12.8634 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9437 loss: 1.9437 2022/06/27 05:19:06 - mmengine - INFO - Epoch(train) [143][3160/3757] lr: 1.060e-03 eta: 10:11:26 time: 0.258 data_time: 0.010 memory: 5036 grad_norm: 11.2377 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.5048 loss: 1.5048 2022/06/27 05:19:11 - mmengine - INFO - Epoch(train) [143][3180/3757] lr: 1.060e-03 eta: 10:11:21 time: 0.272 data_time: 0.022 memory: 5036 grad_norm: 10.2085 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6267 loss: 1.6267 2022/06/27 05:19:16 - mmengine - INFO - Epoch(train) [143][3200/3757] lr: 1.060e-03 eta: 10:11:15 time: 0.266 data_time: 0.006 memory: 5036 grad_norm: 10.6562 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7572 loss: 1.7572 2022/06/27 05:19:22 - mmengine - INFO - Epoch(train) [143][3220/3757] lr: 1.060e-03 eta: 10:11:10 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 11.0048 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.9044 loss: 1.9044 2022/06/27 05:19:27 - mmengine - INFO - Epoch(train) [143][3240/3757] lr: 1.060e-03 eta: 10:11:05 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 11.4100 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7805 loss: 1.7805 2022/06/27 05:19:32 - mmengine - INFO - Epoch(train) [143][3260/3757] lr: 1.060e-03 eta: 10:11:00 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 9.5052 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.6802 loss: 1.6802 2022/06/27 05:19:37 - mmengine - INFO - Epoch(train) [143][3280/3757] lr: 1.060e-03 eta: 10:10:54 time: 0.255 data_time: 0.010 memory: 5036 grad_norm: 10.0166 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6737 loss: 1.6737 2022/06/27 05:19:43 - mmengine - INFO - Epoch(train) [143][3300/3757] lr: 1.060e-03 eta: 10:10:49 time: 0.253 data_time: 0.010 memory: 5036 grad_norm: 11.8701 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.7911 loss: 1.7911 2022/06/27 05:19:48 - mmengine - INFO - Epoch(train) [143][3320/3757] lr: 1.060e-03 eta: 10:10:44 time: 0.249 data_time: 0.007 memory: 5036 grad_norm: 10.8015 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.5839 loss: 1.5839 2022/06/27 05:19:53 - mmengine - INFO - Epoch(train) [143][3340/3757] lr: 1.060e-03 eta: 10:10:39 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 11.6825 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9943 loss: 1.9943 2022/06/27 05:19:59 - mmengine - INFO - Epoch(train) [143][3360/3757] lr: 1.060e-03 eta: 10:10:33 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 10.4332 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.0821 loss: 2.0821 2022/06/27 05:20:04 - mmengine - INFO - Epoch(train) [143][3380/3757] lr: 1.060e-03 eta: 10:10:28 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 11.7663 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0702 loss: 2.0702 2022/06/27 05:20:09 - mmengine - INFO - Epoch(train) [143][3400/3757] lr: 1.060e-03 eta: 10:10:23 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 11.7122 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0175 loss: 2.0175 2022/06/27 05:20:14 - mmengine - INFO - Epoch(train) [143][3420/3757] lr: 1.060e-03 eta: 10:10:17 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 11.0863 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.7020 loss: 1.7020 2022/06/27 05:20:19 - mmengine - INFO - Epoch(train) [143][3440/3757] lr: 1.060e-03 eta: 10:10:12 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 13.7238 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.3324 loss: 1.3324 2022/06/27 05:20:25 - mmengine - INFO - Epoch(train) [143][3460/3757] lr: 1.060e-03 eta: 10:10:07 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 11.2574 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.9874 loss: 1.9874 2022/06/27 05:20:30 - mmengine - INFO - Epoch(train) [143][3480/3757] lr: 1.060e-03 eta: 10:10:02 time: 0.267 data_time: 0.009 memory: 5036 grad_norm: 10.6622 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.1474 loss: 2.1474 2022/06/27 05:20:36 - mmengine - INFO - Epoch(train) [143][3500/3757] lr: 1.060e-03 eta: 10:09:56 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 10.0926 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.5482 loss: 1.5482 2022/06/27 05:20:37 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 05:20:41 - mmengine - INFO - Epoch(train) [143][3520/3757] lr: 1.060e-03 eta: 10:09:51 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 12.0276 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.5568 loss: 1.5568 2022/06/27 05:20:46 - mmengine - INFO - Epoch(train) [143][3540/3757] lr: 1.060e-03 eta: 10:09:46 time: 0.253 data_time: 0.010 memory: 5036 grad_norm: 8.8874 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7473 loss: 1.7473 2022/06/27 05:20:51 - mmengine - INFO - Epoch(train) [143][3560/3757] lr: 1.060e-03 eta: 10:09:41 time: 0.313 data_time: 0.003 memory: 5036 grad_norm: 10.2031 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.6710 loss: 1.6710 2022/06/27 05:20:57 - mmengine - INFO - Epoch(train) [143][3580/3757] lr: 1.060e-03 eta: 10:09:35 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 10.8969 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6706 loss: 1.6706 2022/06/27 05:21:02 - mmengine - INFO - Epoch(train) [143][3600/3757] lr: 1.060e-03 eta: 10:09:30 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 11.3418 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.6849 loss: 1.6849 2022/06/27 05:21:07 - mmengine - INFO - Epoch(train) [143][3620/3757] lr: 1.060e-03 eta: 10:09:25 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 11.1145 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.8231 loss: 1.8231 2022/06/27 05:21:13 - mmengine - INFO - Epoch(train) [143][3640/3757] lr: 1.060e-03 eta: 10:09:20 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 10.5374 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9021 loss: 1.9021 2022/06/27 05:21:18 - mmengine - INFO - Epoch(train) [143][3660/3757] lr: 1.060e-03 eta: 10:09:14 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 11.0354 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7962 loss: 1.7962 2022/06/27 05:21:23 - mmengine - INFO - Epoch(train) [143][3680/3757] lr: 1.060e-03 eta: 10:09:09 time: 0.250 data_time: 0.007 memory: 5036 grad_norm: 9.9943 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.2922 loss: 1.2922 2022/06/27 05:21:28 - mmengine - INFO - Epoch(train) [143][3700/3757] lr: 1.060e-03 eta: 10:09:04 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 10.8722 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7200 loss: 1.7200 2022/06/27 05:21:33 - mmengine - INFO - Epoch(train) [143][3720/3757] lr: 1.060e-03 eta: 10:08:59 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 11.7489 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.5569 loss: 1.5569 2022/06/27 05:21:39 - mmengine - INFO - Epoch(train) [143][3740/3757] lr: 1.060e-03 eta: 10:08:53 time: 0.241 data_time: 0.006 memory: 5036 grad_norm: 11.1944 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 1.8321 loss: 1.8321 2022/06/27 05:21:43 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 05:21:43 - mmengine - INFO - Saving checkpoint at 143 epochs 2022/06/27 05:21:56 - mmengine - INFO - Epoch(val) [143][20/310] eta: 0:01:46 time: 0.110 data_time: 0.006 memory: 5036 2022/06/27 05:22:01 - mmengine - INFO - Epoch(val) [143][40/310] eta: 0:01:35 time: 0.110 data_time: 0.008 memory: 1723 2022/06/27 05:22:06 - mmengine - INFO - Epoch(val) [143][60/310] eta: 0:00:26 time: 0.104 data_time: 0.001 memory: 1723 2022/06/27 05:22:10 - mmengine - INFO - Epoch(val) [143][80/310] eta: 0:00:24 time: 0.104 data_time: 0.001 memory: 1723 2022/06/27 05:22:18 - mmengine - INFO - Epoch(val) [143][100/310] eta: 0:01:17 time: 0.103 data_time: 0.002 memory: 1723 2022/06/27 05:22:22 - mmengine - INFO - Epoch(val) [143][120/310] eta: 0:01:09 time: 0.115 data_time: 0.007 memory: 1723 2022/06/27 05:22:27 - mmengine - INFO - Epoch(val) [143][140/310] eta: 0:00:17 time: 0.115 data_time: 0.005 memory: 1723 2022/06/27 05:22:31 - mmengine - INFO - Epoch(val) [143][160/310] eta: 0:00:15 time: 0.103 data_time: 0.001 memory: 1723 2022/06/27 05:22:38 - mmengine - INFO - Epoch(val) [143][180/310] eta: 0:00:43 time: 0.108 data_time: 0.002 memory: 1723 2022/06/27 05:22:43 - mmengine - INFO - Epoch(val) [143][200/310] eta: 0:00:40 time: 0.112 data_time: 0.010 memory: 1723 2022/06/27 05:22:48 - mmengine - INFO - Epoch(val) [143][220/310] eta: 0:00:09 time: 0.103 data_time: 0.001 memory: 1723 2022/06/27 05:22:52 - mmengine - INFO - Epoch(val) [143][240/310] eta: 0:00:07 time: 0.112 data_time: 0.006 memory: 1723 2022/06/27 05:22:59 - mmengine - INFO - Epoch(val) [143][260/310] eta: 0:00:18 time: 0.108 data_time: 0.002 memory: 1723 2022/06/27 05:23:03 - mmengine - INFO - Epoch(val) [143][280/310] eta: 0:00:08 time: 0.109 data_time: 0.002 memory: 1723 2022/06/27 05:23:06 - mmengine - INFO - Epoch(val) [143][300/310] eta: 0:00:01 time: 0.097 data_time: 0.001 memory: 1723 2022/06/27 05:23:08 - mmengine - INFO - Epoch(val) [143][310/310] acc/top1: 0.5951 acc/top5: 0.8152 acc/mean1: 0.5949 2022/06/27 05:23:18 - mmengine - INFO - Epoch(train) [144][20/3757] lr: 1.007e-03 eta: 10:08:44 time: 0.266 data_time: 0.003 memory: 5036 grad_norm: 10.1600 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3562 loss: 1.3562 2022/06/27 05:23:23 - mmengine - INFO - Epoch(train) [144][40/3757] lr: 1.007e-03 eta: 10:08:39 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 10.7649 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6299 loss: 1.6299 2022/06/27 05:23:29 - mmengine - INFO - Epoch(train) [144][60/3757] lr: 1.007e-03 eta: 10:08:34 time: 0.254 data_time: 0.010 memory: 5036 grad_norm: 9.6576 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.6752 loss: 1.6752 2022/06/27 05:23:34 - mmengine - INFO - Epoch(train) [144][80/3757] lr: 1.007e-03 eta: 10:08:29 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 10.7201 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9402 loss: 1.9402 2022/06/27 05:23:40 - mmengine - INFO - Epoch(train) [144][100/3757] lr: 1.007e-03 eta: 10:08:23 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 8.3204 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9550 loss: 1.9550 2022/06/27 05:23:45 - mmengine - INFO - Epoch(train) [144][120/3757] lr: 1.007e-03 eta: 10:08:18 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 11.1784 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1581 loss: 2.1581 2022/06/27 05:23:50 - mmengine - INFO - Epoch(train) [144][140/3757] lr: 1.007e-03 eta: 10:08:13 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 10.5820 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.2282 loss: 1.2282 2022/06/27 05:23:56 - mmengine - INFO - Epoch(train) [144][160/3757] lr: 1.007e-03 eta: 10:08:08 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 11.0882 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.9539 loss: 1.9539 2022/06/27 05:24:01 - mmengine - INFO - Epoch(train) [144][180/3757] lr: 1.007e-03 eta: 10:08:02 time: 0.260 data_time: 0.009 memory: 5036 grad_norm: 10.8725 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8093 loss: 1.8093 2022/06/27 05:24:06 - mmengine - INFO - Epoch(train) [144][200/3757] lr: 1.007e-03 eta: 10:07:57 time: 0.272 data_time: 0.003 memory: 5036 grad_norm: 11.2512 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.9286 loss: 1.9286 2022/06/27 05:24:12 - mmengine - INFO - Epoch(train) [144][220/3757] lr: 1.007e-03 eta: 10:07:52 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 12.0109 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2241 loss: 2.2241 2022/06/27 05:24:17 - mmengine - INFO - Epoch(train) [144][240/3757] lr: 1.007e-03 eta: 10:07:47 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 11.4052 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.4317 loss: 1.4317 2022/06/27 05:24:22 - mmengine - INFO - Epoch(train) [144][260/3757] lr: 1.007e-03 eta: 10:07:41 time: 0.255 data_time: 0.004 memory: 5036 grad_norm: 10.4295 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9250 loss: 1.9250 2022/06/27 05:24:28 - mmengine - INFO - Epoch(train) [144][280/3757] lr: 1.007e-03 eta: 10:07:36 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 10.9047 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9344 loss: 1.9344 2022/06/27 05:24:33 - mmengine - INFO - Epoch(train) [144][300/3757] lr: 1.007e-03 eta: 10:07:31 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 10.8241 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.5167 loss: 1.5167 2022/06/27 05:24:38 - mmengine - INFO - Epoch(train) [144][320/3757] lr: 1.007e-03 eta: 10:07:26 time: 0.266 data_time: 0.006 memory: 5036 grad_norm: 11.3544 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7561 loss: 1.7561 2022/06/27 05:24:43 - mmengine - INFO - Epoch(train) [144][340/3757] lr: 1.007e-03 eta: 10:07:20 time: 0.254 data_time: 0.004 memory: 5036 grad_norm: 11.4576 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.5496 loss: 1.5496 2022/06/27 05:24:49 - mmengine - INFO - Epoch(train) [144][360/3757] lr: 1.007e-03 eta: 10:07:15 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 9.8209 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.7277 loss: 1.7277 2022/06/27 05:24:54 - mmengine - INFO - Epoch(train) [144][380/3757] lr: 1.007e-03 eta: 10:07:10 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 10.8103 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6630 loss: 1.6630 2022/06/27 05:24:59 - mmengine - INFO - Epoch(train) [144][400/3757] lr: 1.007e-03 eta: 10:07:05 time: 0.265 data_time: 0.007 memory: 5036 grad_norm: 9.3469 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.6328 loss: 1.6328 2022/06/27 05:25:05 - mmengine - INFO - Epoch(train) [144][420/3757] lr: 1.007e-03 eta: 10:06:59 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 9.8566 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8329 loss: 1.8329 2022/06/27 05:25:10 - mmengine - INFO - Epoch(train) [144][440/3757] lr: 1.007e-03 eta: 10:06:54 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 12.4336 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6105 loss: 1.6105 2022/06/27 05:25:16 - mmengine - INFO - Epoch(train) [144][460/3757] lr: 1.007e-03 eta: 10:06:49 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 11.5831 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8398 loss: 1.8398 2022/06/27 05:25:21 - mmengine - INFO - Epoch(train) [144][480/3757] lr: 1.007e-03 eta: 10:06:44 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 8.8138 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.7378 loss: 1.7378 2022/06/27 05:25:26 - mmengine - INFO - Epoch(train) [144][500/3757] lr: 1.007e-03 eta: 10:06:39 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 10.4619 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9702 loss: 1.9702 2022/06/27 05:25:31 - mmengine - INFO - Epoch(train) [144][520/3757] lr: 1.007e-03 eta: 10:06:33 time: 0.273 data_time: 0.006 memory: 5036 grad_norm: 11.7448 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 2.3813 loss: 2.3813 2022/06/27 05:25:37 - mmengine - INFO - Epoch(train) [144][540/3757] lr: 1.007e-03 eta: 10:06:28 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 10.8002 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.7728 loss: 1.7728 2022/06/27 05:25:42 - mmengine - INFO - Epoch(train) [144][560/3757] lr: 1.007e-03 eta: 10:06:23 time: 0.276 data_time: 0.003 memory: 5036 grad_norm: 9.7325 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.7921 loss: 1.7921 2022/06/27 05:25:47 - mmengine - INFO - Epoch(train) [144][580/3757] lr: 1.007e-03 eta: 10:06:17 time: 0.261 data_time: 0.008 memory: 5036 grad_norm: 11.3255 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0869 loss: 2.0869 2022/06/27 05:25:53 - mmengine - INFO - Epoch(train) [144][600/3757] lr: 1.007e-03 eta: 10:06:12 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 10.3839 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7122 loss: 1.7122 2022/06/27 05:25:58 - mmengine - INFO - Epoch(train) [144][620/3757] lr: 1.007e-03 eta: 10:06:07 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 10.9072 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7843 loss: 1.7843 2022/06/27 05:26:03 - mmengine - INFO - Epoch(train) [144][640/3757] lr: 1.007e-03 eta: 10:06:02 time: 0.259 data_time: 0.011 memory: 5036 grad_norm: 10.8222 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.8080 loss: 1.8080 2022/06/27 05:26:09 - mmengine - INFO - Epoch(train) [144][660/3757] lr: 1.007e-03 eta: 10:05:57 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 9.6486 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.5770 loss: 1.5770 2022/06/27 05:26:14 - mmengine - INFO - Epoch(train) [144][680/3757] lr: 1.007e-03 eta: 10:05:51 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 10.2923 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.1130 loss: 2.1130 2022/06/27 05:26:19 - mmengine - INFO - Epoch(train) [144][700/3757] lr: 1.007e-03 eta: 10:05:46 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 9.5717 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5129 loss: 1.5129 2022/06/27 05:26:24 - mmengine - INFO - Epoch(train) [144][720/3757] lr: 1.007e-03 eta: 10:05:41 time: 0.258 data_time: 0.010 memory: 5036 grad_norm: 11.6257 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.8978 loss: 1.8978 2022/06/27 05:26:30 - mmengine - INFO - Epoch(train) [144][740/3757] lr: 1.007e-03 eta: 10:05:35 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 10.5190 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4861 loss: 1.4861 2022/06/27 05:26:32 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 05:26:35 - mmengine - INFO - Epoch(train) [144][760/3757] lr: 1.007e-03 eta: 10:05:30 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 12.0613 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.8334 loss: 1.8334 2022/06/27 05:26:40 - mmengine - INFO - Epoch(train) [144][780/3757] lr: 1.007e-03 eta: 10:05:25 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 11.5200 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5521 loss: 1.5521 2022/06/27 05:26:45 - mmengine - INFO - Epoch(train) [144][800/3757] lr: 1.007e-03 eta: 10:05:20 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 11.1139 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8483 loss: 1.8483 2022/06/27 05:26:51 - mmengine - INFO - Epoch(train) [144][820/3757] lr: 1.007e-03 eta: 10:05:14 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 10.1692 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5887 loss: 1.5887 2022/06/27 05:26:56 - mmengine - INFO - Epoch(train) [144][840/3757] lr: 1.007e-03 eta: 10:05:09 time: 0.254 data_time: 0.010 memory: 5036 grad_norm: 10.7613 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 1.8278 loss: 1.8278 2022/06/27 05:27:01 - mmengine - INFO - Epoch(train) [144][860/3757] lr: 1.007e-03 eta: 10:05:04 time: 0.257 data_time: 0.011 memory: 5036 grad_norm: 13.1885 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.8017 loss: 1.8017 2022/06/27 05:27:06 - mmengine - INFO - Epoch(train) [144][880/3757] lr: 1.007e-03 eta: 10:04:59 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 10.7817 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8138 loss: 1.8138 2022/06/27 05:27:12 - mmengine - INFO - Epoch(train) [144][900/3757] lr: 1.007e-03 eta: 10:04:53 time: 0.315 data_time: 0.007 memory: 5036 grad_norm: 9.5565 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.2985 loss: 1.2985 2022/06/27 05:27:17 - mmengine - INFO - Epoch(train) [144][920/3757] lr: 1.007e-03 eta: 10:04:48 time: 0.265 data_time: 0.006 memory: 5036 grad_norm: 10.6403 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.7484 loss: 1.7484 2022/06/27 05:27:23 - mmengine - INFO - Epoch(train) [144][940/3757] lr: 1.007e-03 eta: 10:04:43 time: 0.266 data_time: 0.009 memory: 5036 grad_norm: 10.9496 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.3155 loss: 2.3155 2022/06/27 05:27:28 - mmengine - INFO - Epoch(train) [144][960/3757] lr: 1.007e-03 eta: 10:04:38 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 13.2506 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.6722 loss: 1.6722 2022/06/27 05:27:33 - mmengine - INFO - Epoch(train) [144][980/3757] lr: 1.007e-03 eta: 10:04:32 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 9.2973 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.0938 loss: 2.0938 2022/06/27 05:27:38 - mmengine - INFO - Epoch(train) [144][1000/3757] lr: 1.007e-03 eta: 10:04:27 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 9.3578 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.4358 loss: 2.4358 2022/06/27 05:27:44 - mmengine - INFO - Epoch(train) [144][1020/3757] lr: 1.007e-03 eta: 10:04:22 time: 0.252 data_time: 0.010 memory: 5036 grad_norm: 9.4028 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6884 loss: 1.6884 2022/06/27 05:27:49 - mmengine - INFO - Epoch(train) [144][1040/3757] lr: 1.007e-03 eta: 10:04:17 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 11.9863 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5336 loss: 1.5336 2022/06/27 05:27:54 - mmengine - INFO - Epoch(train) [144][1060/3757] lr: 1.007e-03 eta: 10:04:11 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 12.4933 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.9277 loss: 1.9277 2022/06/27 05:27:59 - mmengine - INFO - Epoch(train) [144][1080/3757] lr: 1.007e-03 eta: 10:04:06 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 11.7035 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6101 loss: 1.6101 2022/06/27 05:28:05 - mmengine - INFO - Epoch(train) [144][1100/3757] lr: 1.007e-03 eta: 10:04:01 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 11.9116 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7170 loss: 1.7170 2022/06/27 05:28:10 - mmengine - INFO - Epoch(train) [144][1120/3757] lr: 1.007e-03 eta: 10:03:56 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 12.8887 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5851 loss: 1.5851 2022/06/27 05:28:15 - mmengine - INFO - Epoch(train) [144][1140/3757] lr: 1.007e-03 eta: 10:03:50 time: 0.266 data_time: 0.007 memory: 5036 grad_norm: 12.3009 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.8817 loss: 1.8817 2022/06/27 05:28:20 - mmengine - INFO - Epoch(train) [144][1160/3757] lr: 1.007e-03 eta: 10:03:45 time: 0.251 data_time: 0.007 memory: 5036 grad_norm: 12.2773 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 1.6834 loss: 1.6834 2022/06/27 05:28:26 - mmengine - INFO - Epoch(train) [144][1180/3757] lr: 1.007e-03 eta: 10:03:40 time: 0.264 data_time: 0.006 memory: 5036 grad_norm: 10.9551 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.2543 loss: 2.2543 2022/06/27 05:28:31 - mmengine - INFO - Epoch(train) [144][1200/3757] lr: 1.007e-03 eta: 10:03:35 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 12.1910 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5455 loss: 1.5455 2022/06/27 05:28:36 - mmengine - INFO - Epoch(train) [144][1220/3757] lr: 1.007e-03 eta: 10:03:29 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 9.0790 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.7711 loss: 1.7711 2022/06/27 05:28:41 - mmengine - INFO - Epoch(train) [144][1240/3757] lr: 1.007e-03 eta: 10:03:24 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 10.0443 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7627 loss: 1.7627 2022/06/27 05:28:47 - mmengine - INFO - Epoch(train) [144][1260/3757] lr: 1.007e-03 eta: 10:03:19 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 9.9542 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.5120 loss: 1.5120 2022/06/27 05:28:52 - mmengine - INFO - Epoch(train) [144][1280/3757] lr: 1.007e-03 eta: 10:03:14 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 12.7577 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1044 loss: 2.1044 2022/06/27 05:28:57 - mmengine - INFO - Epoch(train) [144][1300/3757] lr: 1.007e-03 eta: 10:03:08 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 11.2081 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6696 loss: 1.6696 2022/06/27 05:29:03 - mmengine - INFO - Epoch(train) [144][1320/3757] lr: 1.007e-03 eta: 10:03:03 time: 0.256 data_time: 0.012 memory: 5036 grad_norm: 9.1319 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8493 loss: 1.8493 2022/06/27 05:29:08 - mmengine - INFO - Epoch(train) [144][1340/3757] lr: 1.007e-03 eta: 10:02:58 time: 0.271 data_time: 0.003 memory: 5036 grad_norm: 13.3312 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9399 loss: 1.9399 2022/06/27 05:29:13 - mmengine - INFO - Epoch(train) [144][1360/3757] lr: 1.007e-03 eta: 10:02:52 time: 0.268 data_time: 0.003 memory: 5036 grad_norm: 9.5203 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8943 loss: 1.8943 2022/06/27 05:29:18 - mmengine - INFO - Epoch(train) [144][1380/3757] lr: 1.007e-03 eta: 10:02:47 time: 0.265 data_time: 0.006 memory: 5036 grad_norm: 11.0500 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7580 loss: 1.7580 2022/06/27 05:29:24 - mmengine - INFO - Epoch(train) [144][1400/3757] lr: 1.007e-03 eta: 10:02:42 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 11.3111 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.8666 loss: 1.8666 2022/06/27 05:29:29 - mmengine - INFO - Epoch(train) [144][1420/3757] lr: 1.007e-03 eta: 10:02:37 time: 0.254 data_time: 0.010 memory: 5036 grad_norm: 9.6771 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6761 loss: 1.6761 2022/06/27 05:29:34 - mmengine - INFO - Epoch(train) [144][1440/3757] lr: 1.007e-03 eta: 10:02:31 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 10.6117 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.7958 loss: 1.7958 2022/06/27 05:29:39 - mmengine - INFO - Epoch(train) [144][1460/3757] lr: 1.007e-03 eta: 10:02:26 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 11.0174 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.4101 loss: 2.4101 2022/06/27 05:29:45 - mmengine - INFO - Epoch(train) [144][1480/3757] lr: 1.007e-03 eta: 10:02:21 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 9.9249 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4843 loss: 1.4843 2022/06/27 05:29:50 - mmengine - INFO - Epoch(train) [144][1500/3757] lr: 1.007e-03 eta: 10:02:16 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 11.9352 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.7757 loss: 1.7757 2022/06/27 05:29:55 - mmengine - INFO - Epoch(train) [144][1520/3757] lr: 1.007e-03 eta: 10:02:10 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 9.1824 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6964 loss: 1.6964 2022/06/27 05:30:01 - mmengine - INFO - Epoch(train) [144][1540/3757] lr: 1.007e-03 eta: 10:02:05 time: 0.254 data_time: 0.010 memory: 5036 grad_norm: 10.2788 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.5947 loss: 1.5947 2022/06/27 05:30:06 - mmengine - INFO - Epoch(train) [144][1560/3757] lr: 1.007e-03 eta: 10:02:00 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 9.9844 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.7075 loss: 1.7075 2022/06/27 05:30:11 - mmengine - INFO - Epoch(train) [144][1580/3757] lr: 1.007e-03 eta: 10:01:55 time: 0.264 data_time: 0.006 memory: 5036 grad_norm: 10.2666 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.2256 loss: 2.2256 2022/06/27 05:30:16 - mmengine - INFO - Epoch(train) [144][1600/3757] lr: 1.007e-03 eta: 10:01:49 time: 0.260 data_time: 0.009 memory: 5036 grad_norm: 11.6470 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.0671 loss: 2.0671 2022/06/27 05:30:22 - mmengine - INFO - Epoch(train) [144][1620/3757] lr: 1.007e-03 eta: 10:01:44 time: 0.264 data_time: 0.006 memory: 5036 grad_norm: 10.2607 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0032 loss: 2.0032 2022/06/27 05:30:27 - mmengine - INFO - Epoch(train) [144][1640/3757] lr: 1.007e-03 eta: 10:01:39 time: 0.258 data_time: 0.010 memory: 5036 grad_norm: 10.1694 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6728 loss: 1.6728 2022/06/27 05:30:32 - mmengine - INFO - Epoch(train) [144][1660/3757] lr: 1.007e-03 eta: 10:01:34 time: 0.279 data_time: 0.020 memory: 5036 grad_norm: 11.6155 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4735 loss: 1.4735 2022/06/27 05:30:37 - mmengine - INFO - Epoch(train) [144][1680/3757] lr: 1.007e-03 eta: 10:01:28 time: 0.265 data_time: 0.013 memory: 5036 grad_norm: 10.9365 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.7517 loss: 1.7517 2022/06/27 05:30:43 - mmengine - INFO - Epoch(train) [144][1700/3757] lr: 1.007e-03 eta: 10:01:23 time: 0.282 data_time: 0.007 memory: 5036 grad_norm: 9.3864 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7099 loss: 1.7099 2022/06/27 05:30:48 - mmengine - INFO - Epoch(train) [144][1720/3757] lr: 1.007e-03 eta: 10:01:18 time: 0.267 data_time: 0.006 memory: 5036 grad_norm: 9.4841 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6520 loss: 1.6520 2022/06/27 05:30:53 - mmengine - INFO - Epoch(train) [144][1740/3757] lr: 1.007e-03 eta: 10:01:13 time: 0.266 data_time: 0.010 memory: 5036 grad_norm: 11.4497 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8212 loss: 1.8212 2022/06/27 05:30:56 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 05:30:59 - mmengine - INFO - Epoch(train) [144][1760/3757] lr: 1.007e-03 eta: 10:01:07 time: 0.262 data_time: 0.016 memory: 5036 grad_norm: 11.5158 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.7486 loss: 1.7486 2022/06/27 05:31:04 - mmengine - INFO - Epoch(train) [144][1780/3757] lr: 1.007e-03 eta: 10:01:02 time: 0.262 data_time: 0.012 memory: 5036 grad_norm: 9.4968 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8084 loss: 1.8084 2022/06/27 05:31:10 - mmengine - INFO - Epoch(train) [144][1800/3757] lr: 1.007e-03 eta: 10:00:57 time: 0.262 data_time: 0.018 memory: 5036 grad_norm: 11.4239 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7768 loss: 1.7768 2022/06/27 05:31:15 - mmengine - INFO - Epoch(train) [144][1820/3757] lr: 1.007e-03 eta: 10:00:52 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 11.9475 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8996 loss: 1.8996 2022/06/27 05:31:20 - mmengine - INFO - Epoch(train) [144][1840/3757] lr: 1.007e-03 eta: 10:00:46 time: 0.254 data_time: 0.011 memory: 5036 grad_norm: 11.8923 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.8591 loss: 1.8591 2022/06/27 05:31:26 - mmengine - INFO - Epoch(train) [144][1860/3757] lr: 1.007e-03 eta: 10:00:41 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 9.9439 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8212 loss: 1.8212 2022/06/27 05:31:31 - mmengine - INFO - Epoch(train) [144][1880/3757] lr: 1.007e-03 eta: 10:00:36 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 7.3691 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.2941 loss: 1.2941 2022/06/27 05:31:36 - mmengine - INFO - Epoch(train) [144][1900/3757] lr: 1.007e-03 eta: 10:00:31 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 11.3840 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.5083 loss: 1.5083 2022/06/27 05:31:41 - mmengine - INFO - Epoch(train) [144][1920/3757] lr: 1.007e-03 eta: 10:00:25 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 10.3634 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0834 loss: 2.0834 2022/06/27 05:31:47 - mmengine - INFO - Epoch(train) [144][1940/3757] lr: 1.007e-03 eta: 10:00:20 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 9.6257 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6527 loss: 1.6527 2022/06/27 05:31:52 - mmengine - INFO - Epoch(train) [144][1960/3757] lr: 1.007e-03 eta: 10:00:15 time: 0.260 data_time: 0.009 memory: 5036 grad_norm: 11.1573 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.4927 loss: 1.4927 2022/06/27 05:31:57 - mmengine - INFO - Epoch(train) [144][1980/3757] lr: 1.007e-03 eta: 10:00:10 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 12.7083 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7616 loss: 1.7616 2022/06/27 05:32:02 - mmengine - INFO - Epoch(train) [144][2000/3757] lr: 1.007e-03 eta: 10:00:04 time: 0.279 data_time: 0.029 memory: 5036 grad_norm: 9.0947 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.8007 loss: 1.8007 2022/06/27 05:32:08 - mmengine - INFO - Epoch(train) [144][2020/3757] lr: 1.007e-03 eta: 9:59:59 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 11.6660 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7829 loss: 1.7829 2022/06/27 05:32:13 - mmengine - INFO - Epoch(train) [144][2040/3757] lr: 1.007e-03 eta: 9:59:54 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 9.3763 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0782 loss: 2.0782 2022/06/27 05:32:18 - mmengine - INFO - Epoch(train) [144][2060/3757] lr: 1.007e-03 eta: 9:59:49 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 10.2633 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1790 loss: 2.1790 2022/06/27 05:32:24 - mmengine - INFO - Epoch(train) [144][2080/3757] lr: 1.007e-03 eta: 9:59:43 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 12.6253 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5704 loss: 1.5704 2022/06/27 05:32:29 - mmengine - INFO - Epoch(train) [144][2100/3757] lr: 1.007e-03 eta: 9:59:38 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 9.2555 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5052 loss: 1.5052 2022/06/27 05:32:34 - mmengine - INFO - Epoch(train) [144][2120/3757] lr: 1.007e-03 eta: 9:59:33 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 10.9916 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8068 loss: 1.8068 2022/06/27 05:32:39 - mmengine - INFO - Epoch(train) [144][2140/3757] lr: 1.007e-03 eta: 9:59:28 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 10.7010 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.0737 loss: 2.0737 2022/06/27 05:32:45 - mmengine - INFO - Epoch(train) [144][2160/3757] lr: 1.007e-03 eta: 9:59:22 time: 0.269 data_time: 0.007 memory: 5036 grad_norm: 10.4014 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8313 loss: 1.8313 2022/06/27 05:32:50 - mmengine - INFO - Epoch(train) [144][2180/3757] lr: 1.007e-03 eta: 9:59:17 time: 0.272 data_time: 0.007 memory: 5036 grad_norm: 10.9841 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.5919 loss: 1.5919 2022/06/27 05:32:55 - mmengine - INFO - Epoch(train) [144][2200/3757] lr: 1.007e-03 eta: 9:59:12 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 9.4771 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2619 loss: 2.2619 2022/06/27 05:33:00 - mmengine - INFO - Epoch(train) [144][2220/3757] lr: 1.007e-03 eta: 9:59:06 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 9.5882 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9107 loss: 1.9107 2022/06/27 05:33:05 - mmengine - INFO - Epoch(train) [144][2240/3757] lr: 1.007e-03 eta: 9:59:01 time: 0.256 data_time: 0.005 memory: 5036 grad_norm: 12.1584 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.5949 loss: 1.5949 2022/06/27 05:33:11 - mmengine - INFO - Epoch(train) [144][2260/3757] lr: 1.007e-03 eta: 9:58:56 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 9.6597 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8563 loss: 1.8563 2022/06/27 05:33:16 - mmengine - INFO - Epoch(train) [144][2280/3757] lr: 1.007e-03 eta: 9:58:51 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 13.1874 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6389 loss: 1.6389 2022/06/27 05:33:21 - mmengine - INFO - Epoch(train) [144][2300/3757] lr: 1.007e-03 eta: 9:58:45 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 12.1060 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2532 loss: 1.2532 2022/06/27 05:33:26 - mmengine - INFO - Epoch(train) [144][2320/3757] lr: 1.007e-03 eta: 9:58:40 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 12.0610 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9268 loss: 1.9268 2022/06/27 05:33:32 - mmengine - INFO - Epoch(train) [144][2340/3757] lr: 1.007e-03 eta: 9:58:35 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 10.0017 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6179 loss: 1.6179 2022/06/27 05:33:37 - mmengine - INFO - Epoch(train) [144][2360/3757] lr: 1.007e-03 eta: 9:58:30 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 11.1237 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9654 loss: 1.9654 2022/06/27 05:33:42 - mmengine - INFO - Epoch(train) [144][2380/3757] lr: 1.007e-03 eta: 9:58:24 time: 0.259 data_time: 0.004 memory: 5036 grad_norm: 12.0122 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4138 loss: 1.4138 2022/06/27 05:33:48 - mmengine - INFO - Epoch(train) [144][2400/3757] lr: 1.007e-03 eta: 9:58:19 time: 0.272 data_time: 0.004 memory: 5036 grad_norm: 10.7882 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.4817 loss: 1.4817 2022/06/27 05:33:53 - mmengine - INFO - Epoch(train) [144][2420/3757] lr: 1.007e-03 eta: 9:58:14 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 11.2510 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6944 loss: 1.6944 2022/06/27 05:33:58 - mmengine - INFO - Epoch(train) [144][2440/3757] lr: 1.007e-03 eta: 9:58:09 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 10.3201 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.6541 loss: 1.6541 2022/06/27 05:34:04 - mmengine - INFO - Epoch(train) [144][2460/3757] lr: 1.007e-03 eta: 9:58:03 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 10.7025 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1247 loss: 2.1247 2022/06/27 05:34:09 - mmengine - INFO - Epoch(train) [144][2480/3757] lr: 1.007e-03 eta: 9:57:58 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 12.9381 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.7968 loss: 1.7968 2022/06/27 05:34:14 - mmengine - INFO - Epoch(train) [144][2500/3757] lr: 1.007e-03 eta: 9:57:53 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 10.2946 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.5917 loss: 1.5917 2022/06/27 05:34:19 - mmengine - INFO - Epoch(train) [144][2520/3757] lr: 1.007e-03 eta: 9:57:48 time: 0.261 data_time: 0.004 memory: 5036 grad_norm: 11.6984 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7934 loss: 1.7934 2022/06/27 05:34:25 - mmengine - INFO - Epoch(train) [144][2540/3757] lr: 1.007e-03 eta: 9:57:42 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 10.4334 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2785 loss: 2.2785 2022/06/27 05:34:30 - mmengine - INFO - Epoch(train) [144][2560/3757] lr: 1.007e-03 eta: 9:57:37 time: 0.267 data_time: 0.003 memory: 5036 grad_norm: 11.2328 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.5304 loss: 1.5304 2022/06/27 05:34:35 - mmengine - INFO - Epoch(train) [144][2580/3757] lr: 1.007e-03 eta: 9:57:32 time: 0.253 data_time: 0.008 memory: 5036 grad_norm: 10.8045 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.5359 loss: 1.5359 2022/06/27 05:34:41 - mmengine - INFO - Epoch(train) [144][2600/3757] lr: 1.007e-03 eta: 9:57:27 time: 0.265 data_time: 0.006 memory: 5036 grad_norm: 10.4295 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.4007 loss: 2.4007 2022/06/27 05:34:46 - mmengine - INFO - Epoch(train) [144][2620/3757] lr: 1.007e-03 eta: 9:57:21 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 11.7152 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4425 loss: 1.4425 2022/06/27 05:34:51 - mmengine - INFO - Epoch(train) [144][2640/3757] lr: 1.007e-03 eta: 9:57:16 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 12.8074 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9949 loss: 1.9949 2022/06/27 05:34:57 - mmengine - INFO - Epoch(train) [144][2660/3757] lr: 1.007e-03 eta: 9:57:11 time: 0.259 data_time: 0.009 memory: 5036 grad_norm: 11.0678 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4333 loss: 1.4333 2022/06/27 05:35:02 - mmengine - INFO - Epoch(train) [144][2680/3757] lr: 1.007e-03 eta: 9:57:06 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 9.7189 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9886 loss: 1.9886 2022/06/27 05:35:07 - mmengine - INFO - Epoch(train) [144][2700/3757] lr: 1.007e-03 eta: 9:57:00 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 9.7022 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2144 loss: 2.2144 2022/06/27 05:35:13 - mmengine - INFO - Epoch(train) [144][2720/3757] lr: 1.007e-03 eta: 9:56:55 time: 0.348 data_time: 0.003 memory: 5036 grad_norm: 10.3697 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2253 loss: 2.2253 2022/06/27 05:35:18 - mmengine - INFO - Epoch(train) [144][2740/3757] lr: 1.007e-03 eta: 9:56:50 time: 0.261 data_time: 0.012 memory: 5036 grad_norm: 10.0513 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6541 loss: 1.6541 2022/06/27 05:35:20 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 05:35:23 - mmengine - INFO - Epoch(train) [144][2760/3757] lr: 1.007e-03 eta: 9:56:45 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 13.5107 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5015 loss: 1.5015 2022/06/27 05:35:28 - mmengine - INFO - Epoch(train) [144][2780/3757] lr: 1.007e-03 eta: 9:56:39 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 10.4587 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9897 loss: 1.9897 2022/06/27 05:35:34 - mmengine - INFO - Epoch(train) [144][2800/3757] lr: 1.007e-03 eta: 9:56:34 time: 0.256 data_time: 0.008 memory: 5036 grad_norm: 9.3505 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9070 loss: 1.9070 2022/06/27 05:35:39 - mmengine - INFO - Epoch(train) [144][2820/3757] lr: 1.007e-03 eta: 9:56:29 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 9.4311 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8621 loss: 1.8621 2022/06/27 05:35:44 - mmengine - INFO - Epoch(train) [144][2840/3757] lr: 1.007e-03 eta: 9:56:24 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 9.7951 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7768 loss: 1.7768 2022/06/27 05:35:50 - mmengine - INFO - Epoch(train) [144][2860/3757] lr: 1.007e-03 eta: 9:56:18 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 10.7952 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7899 loss: 1.7899 2022/06/27 05:35:55 - mmengine - INFO - Epoch(train) [144][2880/3757] lr: 1.007e-03 eta: 9:56:13 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 11.3900 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6625 loss: 1.6625 2022/06/27 05:36:00 - mmengine - INFO - Epoch(train) [144][2900/3757] lr: 1.007e-03 eta: 9:56:08 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 10.4549 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.8953 loss: 1.8953 2022/06/27 05:36:05 - mmengine - INFO - Epoch(train) [144][2920/3757] lr: 1.007e-03 eta: 9:56:03 time: 0.258 data_time: 0.010 memory: 5036 grad_norm: 9.6539 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.2437 loss: 2.2437 2022/06/27 05:36:11 - mmengine - INFO - Epoch(train) [144][2940/3757] lr: 1.007e-03 eta: 9:55:57 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 9.1784 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4656 loss: 1.4656 2022/06/27 05:36:16 - mmengine - INFO - Epoch(train) [144][2960/3757] lr: 1.007e-03 eta: 9:55:52 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 9.7602 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.7250 loss: 1.7250 2022/06/27 05:36:21 - mmengine - INFO - Epoch(train) [144][2980/3757] lr: 1.007e-03 eta: 9:55:47 time: 0.273 data_time: 0.024 memory: 5036 grad_norm: 10.4237 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8006 loss: 1.8006 2022/06/27 05:36:27 - mmengine - INFO - Epoch(train) [144][3000/3757] lr: 1.007e-03 eta: 9:55:42 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 10.2572 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0095 loss: 2.0095 2022/06/27 05:36:32 - mmengine - INFO - Epoch(train) [144][3020/3757] lr: 1.007e-03 eta: 9:55:36 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 10.7986 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9917 loss: 1.9917 2022/06/27 05:36:37 - mmengine - INFO - Epoch(train) [144][3040/3757] lr: 1.007e-03 eta: 9:55:31 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 11.5674 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.7895 loss: 1.7895 2022/06/27 05:36:42 - mmengine - INFO - Epoch(train) [144][3060/3757] lr: 1.007e-03 eta: 9:55:26 time: 0.267 data_time: 0.006 memory: 5036 grad_norm: 10.7109 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9107 loss: 1.9107 2022/06/27 05:36:48 - mmengine - INFO - Epoch(train) [144][3080/3757] lr: 1.007e-03 eta: 9:55:21 time: 0.261 data_time: 0.008 memory: 5036 grad_norm: 8.8027 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9617 loss: 1.9617 2022/06/27 05:36:53 - mmengine - INFO - Epoch(train) [144][3100/3757] lr: 1.007e-03 eta: 9:55:15 time: 0.261 data_time: 0.009 memory: 5036 grad_norm: 8.9399 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.8647 loss: 1.8647 2022/06/27 05:36:58 - mmengine - INFO - Epoch(train) [144][3120/3757] lr: 1.007e-03 eta: 9:55:10 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 10.2516 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6896 loss: 1.6896 2022/06/27 05:37:04 - mmengine - INFO - Epoch(train) [144][3140/3757] lr: 1.007e-03 eta: 9:55:05 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 10.6756 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8858 loss: 1.8858 2022/06/27 05:37:09 - mmengine - INFO - Epoch(train) [144][3160/3757] lr: 1.007e-03 eta: 9:55:00 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 12.5016 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.9795 loss: 1.9795 2022/06/27 05:37:14 - mmengine - INFO - Epoch(train) [144][3180/3757] lr: 1.007e-03 eta: 9:54:54 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 9.4691 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.7103 loss: 1.7103 2022/06/27 05:37:19 - mmengine - INFO - Epoch(train) [144][3200/3757] lr: 1.007e-03 eta: 9:54:49 time: 0.273 data_time: 0.009 memory: 5036 grad_norm: 10.7716 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3649 loss: 1.3649 2022/06/27 05:37:25 - mmengine - INFO - Epoch(train) [144][3220/3757] lr: 1.007e-03 eta: 9:54:44 time: 0.252 data_time: 0.008 memory: 5036 grad_norm: 10.2014 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.7031 loss: 1.7031 2022/06/27 05:37:30 - mmengine - INFO - Epoch(train) [144][3240/3757] lr: 1.007e-03 eta: 9:54:39 time: 0.271 data_time: 0.010 memory: 5036 grad_norm: 10.6955 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.9211 loss: 1.9211 2022/06/27 05:37:36 - mmengine - INFO - Epoch(train) [144][3260/3757] lr: 1.007e-03 eta: 9:54:33 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 10.5171 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6376 loss: 1.6376 2022/06/27 05:37:41 - mmengine - INFO - Epoch(train) [144][3280/3757] lr: 1.007e-03 eta: 9:54:28 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 11.1772 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.7936 loss: 1.7936 2022/06/27 05:37:46 - mmengine - INFO - Epoch(train) [144][3300/3757] lr: 1.007e-03 eta: 9:54:23 time: 0.255 data_time: 0.008 memory: 5036 grad_norm: 11.9489 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6062 loss: 1.6062 2022/06/27 05:37:51 - mmengine - INFO - Epoch(train) [144][3320/3757] lr: 1.007e-03 eta: 9:54:18 time: 0.255 data_time: 0.012 memory: 5036 grad_norm: 11.4289 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.0906 loss: 2.0906 2022/06/27 05:37:57 - mmengine - INFO - Epoch(train) [144][3340/3757] lr: 1.007e-03 eta: 9:54:12 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 12.1710 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.8764 loss: 1.8764 2022/06/27 05:38:02 - mmengine - INFO - Epoch(train) [144][3360/3757] lr: 1.007e-03 eta: 9:54:07 time: 0.256 data_time: 0.008 memory: 5036 grad_norm: 9.6027 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0229 loss: 2.0229 2022/06/27 05:38:07 - mmengine - INFO - Epoch(train) [144][3380/3757] lr: 1.007e-03 eta: 9:54:02 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 11.9343 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8963 loss: 1.8963 2022/06/27 05:38:12 - mmengine - INFO - Epoch(train) [144][3400/3757] lr: 1.007e-03 eta: 9:53:57 time: 0.254 data_time: 0.008 memory: 5036 grad_norm: 9.3628 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.6825 loss: 1.6825 2022/06/27 05:38:18 - mmengine - INFO - Epoch(train) [144][3420/3757] lr: 1.007e-03 eta: 9:53:51 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 9.7913 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.9394 loss: 1.9394 2022/06/27 05:38:23 - mmengine - INFO - Epoch(train) [144][3440/3757] lr: 1.007e-03 eta: 9:53:46 time: 0.268 data_time: 0.007 memory: 5036 grad_norm: 12.3016 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.6489 loss: 1.6489 2022/06/27 05:38:28 - mmengine - INFO - Epoch(train) [144][3460/3757] lr: 1.007e-03 eta: 9:53:41 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 11.2158 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9324 loss: 1.9324 2022/06/27 05:38:33 - mmengine - INFO - Epoch(train) [144][3480/3757] lr: 1.007e-03 eta: 9:53:35 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 10.5558 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8437 loss: 1.8437 2022/06/27 05:38:39 - mmengine - INFO - Epoch(train) [144][3500/3757] lr: 1.007e-03 eta: 9:53:30 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 12.0137 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7405 loss: 1.7405 2022/06/27 05:38:44 - mmengine - INFO - Epoch(train) [144][3520/3757] lr: 1.007e-03 eta: 9:53:25 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 10.1859 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.4120 loss: 2.4120 2022/06/27 05:38:49 - mmengine - INFO - Epoch(train) [144][3540/3757] lr: 1.007e-03 eta: 9:53:20 time: 0.268 data_time: 0.006 memory: 5036 grad_norm: 11.9507 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.5274 loss: 1.5274 2022/06/27 05:38:54 - mmengine - INFO - Epoch(train) [144][3560/3757] lr: 1.007e-03 eta: 9:53:14 time: 0.255 data_time: 0.010 memory: 5036 grad_norm: 10.5304 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7141 loss: 1.7141 2022/06/27 05:39:00 - mmengine - INFO - Epoch(train) [144][3580/3757] lr: 1.007e-03 eta: 9:53:09 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 9.8115 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5720 loss: 1.5720 2022/06/27 05:39:05 - mmengine - INFO - Epoch(train) [144][3600/3757] lr: 1.007e-03 eta: 9:53:04 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 10.9437 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.6765 loss: 1.6765 2022/06/27 05:39:10 - mmengine - INFO - Epoch(train) [144][3620/3757] lr: 1.007e-03 eta: 9:52:59 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 9.9220 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9442 loss: 1.9442 2022/06/27 05:39:16 - mmengine - INFO - Epoch(train) [144][3640/3757] lr: 1.007e-03 eta: 9:52:53 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 11.9187 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4064 loss: 1.4064 2022/06/27 05:39:21 - mmengine - INFO - Epoch(train) [144][3660/3757] lr: 1.007e-03 eta: 9:52:48 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 11.8415 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8449 loss: 1.8449 2022/06/27 05:39:26 - mmengine - INFO - Epoch(train) [144][3680/3757] lr: 1.007e-03 eta: 9:52:43 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 10.5847 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.7676 loss: 1.7676 2022/06/27 05:39:31 - mmengine - INFO - Epoch(train) [144][3700/3757] lr: 1.007e-03 eta: 9:52:38 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 11.9462 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.5927 loss: 1.5927 2022/06/27 05:39:37 - mmengine - INFO - Epoch(train) [144][3720/3757] lr: 1.007e-03 eta: 9:52:32 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 11.5043 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0798 loss: 2.0798 2022/06/27 05:39:42 - mmengine - INFO - Epoch(train) [144][3740/3757] lr: 1.007e-03 eta: 9:52:27 time: 0.244 data_time: 0.006 memory: 5036 grad_norm: 10.0332 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0138 loss: 2.0138 2022/06/27 05:39:44 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 05:39:46 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 05:39:46 - mmengine - INFO - Saving checkpoint at 144 epochs 2022/06/27 05:40:00 - mmengine - INFO - Epoch(val) [144][20/310] eta: 0:01:46 time: 0.110 data_time: 0.008 memory: 5036 2022/06/27 05:40:04 - mmengine - INFO - Epoch(val) [144][40/310] eta: 0:01:41 time: 0.106 data_time: 0.004 memory: 1723 2022/06/27 05:40:09 - mmengine - INFO - Epoch(val) [144][60/310] eta: 0:00:26 time: 0.104 data_time: 0.002 memory: 1723 2022/06/27 05:40:14 - mmengine - INFO - Epoch(val) [144][80/310] eta: 0:00:26 time: 0.108 data_time: 0.001 memory: 1723 2022/06/27 05:40:21 - mmengine - INFO - Epoch(val) [144][100/310] eta: 0:01:17 time: 0.109 data_time: 0.002 memory: 1723 2022/06/27 05:40:26 - mmengine - INFO - Epoch(val) [144][120/310] eta: 0:01:08 time: 0.103 data_time: 0.001 memory: 1723 2022/06/27 05:40:30 - mmengine - INFO - Epoch(val) [144][140/310] eta: 0:00:23 time: 0.112 data_time: 0.005 memory: 1723 2022/06/27 05:40:35 - mmengine - INFO - Epoch(val) [144][160/310] eta: 0:00:15 time: 0.103 data_time: 0.001 memory: 1723 2022/06/27 05:40:42 - mmengine - INFO - Epoch(val) [144][180/310] eta: 0:00:45 time: 0.104 data_time: 0.001 memory: 1723 2022/06/27 05:40:46 - mmengine - INFO - Epoch(val) [144][200/310] eta: 0:00:38 time: 0.103 data_time: 0.001 memory: 1723 2022/06/27 05:40:51 - mmengine - INFO - Epoch(val) [144][220/310] eta: 0:00:16 time: 0.108 data_time: 0.001 memory: 1723 2022/06/27 05:40:56 - mmengine - INFO - Epoch(val) [144][240/310] eta: 0:00:07 time: 0.103 data_time: 0.002 memory: 1723 2022/06/27 05:41:03 - mmengine - INFO - Epoch(val) [144][260/310] eta: 0:00:18 time: 0.103 data_time: 0.002 memory: 1723 2022/06/27 05:41:07 - mmengine - INFO - Epoch(val) [144][280/310] eta: 0:00:09 time: 0.113 data_time: 0.001 memory: 1723 2022/06/27 05:41:09 - mmengine - INFO - Epoch(val) [144][300/310] eta: 0:00:01 time: 0.102 data_time: 0.001 memory: 1723 2022/06/27 05:41:11 - mmengine - INFO - Epoch(val) [144][310/310] acc/top1: 0.5952 acc/top5: 0.8157 acc/mean1: 0.5951 2022/06/27 05:41:21 - mmengine - INFO - Epoch(train) [145][20/3757] lr: 9.549e-04 eta: 9:52:18 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 12.2638 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.0934 loss: 2.0934 2022/06/27 05:41:27 - mmengine - INFO - Epoch(train) [145][40/3757] lr: 9.549e-04 eta: 9:52:13 time: 0.266 data_time: 0.004 memory: 5036 grad_norm: 12.5150 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7571 loss: 1.7571 2022/06/27 05:41:32 - mmengine - INFO - Epoch(train) [145][60/3757] lr: 9.549e-04 eta: 9:52:08 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 11.8252 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.7657 loss: 1.7657 2022/06/27 05:41:38 - mmengine - INFO - Epoch(train) [145][80/3757] lr: 9.549e-04 eta: 9:52:02 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 10.0190 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.5619 loss: 1.5619 2022/06/27 05:41:43 - mmengine - INFO - Epoch(train) [145][100/3757] lr: 9.549e-04 eta: 9:51:57 time: 0.281 data_time: 0.009 memory: 5036 grad_norm: 10.8314 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7362 loss: 1.7362 2022/06/27 05:41:48 - mmengine - INFO - Epoch(train) [145][120/3757] lr: 9.549e-04 eta: 9:51:52 time: 0.273 data_time: 0.003 memory: 5036 grad_norm: 11.2390 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.7491 loss: 1.7491 2022/06/27 05:41:54 - mmengine - INFO - Epoch(train) [145][140/3757] lr: 9.549e-04 eta: 9:51:47 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 10.8755 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9333 loss: 1.9333 2022/06/27 05:41:59 - mmengine - INFO - Epoch(train) [145][160/3757] lr: 9.549e-04 eta: 9:51:41 time: 0.251 data_time: 0.007 memory: 5036 grad_norm: 8.8246 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6893 loss: 1.6893 2022/06/27 05:42:05 - mmengine - INFO - Epoch(train) [145][180/3757] lr: 9.549e-04 eta: 9:51:36 time: 0.263 data_time: 0.021 memory: 5036 grad_norm: 8.4372 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6977 loss: 1.6977 2022/06/27 05:42:10 - mmengine - INFO - Epoch(train) [145][200/3757] lr: 9.549e-04 eta: 9:51:31 time: 0.251 data_time: 0.004 memory: 5036 grad_norm: 11.1965 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.6144 loss: 1.6144 2022/06/27 05:42:16 - mmengine - INFO - Epoch(train) [145][220/3757] lr: 9.549e-04 eta: 9:51:26 time: 0.256 data_time: 0.004 memory: 5036 grad_norm: 10.2892 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.6859 loss: 1.6859 2022/06/27 05:42:21 - mmengine - INFO - Epoch(train) [145][240/3757] lr: 9.549e-04 eta: 9:51:21 time: 0.267 data_time: 0.007 memory: 5036 grad_norm: 13.3484 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0582 loss: 2.0582 2022/06/27 05:42:26 - mmengine - INFO - Epoch(train) [145][260/3757] lr: 9.549e-04 eta: 9:51:15 time: 0.257 data_time: 0.010 memory: 5036 grad_norm: 9.0433 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 1.5574 loss: 1.5574 2022/06/27 05:42:32 - mmengine - INFO - Epoch(train) [145][280/3757] lr: 9.549e-04 eta: 9:51:10 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 9.3832 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6517 loss: 1.6517 2022/06/27 05:42:37 - mmengine - INFO - Epoch(train) [145][300/3757] lr: 9.549e-04 eta: 9:51:05 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 10.5634 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0103 loss: 2.0103 2022/06/27 05:42:42 - mmengine - INFO - Epoch(train) [145][320/3757] lr: 9.549e-04 eta: 9:51:00 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 11.9571 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5913 loss: 1.5913 2022/06/27 05:42:47 - mmengine - INFO - Epoch(train) [145][340/3757] lr: 9.549e-04 eta: 9:50:54 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 11.1437 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.7442 loss: 1.7442 2022/06/27 05:42:53 - mmengine - INFO - Epoch(train) [145][360/3757] lr: 9.549e-04 eta: 9:50:49 time: 0.272 data_time: 0.003 memory: 5036 grad_norm: 10.4602 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.5725 loss: 1.5725 2022/06/27 05:42:58 - mmengine - INFO - Epoch(train) [145][380/3757] lr: 9.549e-04 eta: 9:50:44 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 10.8858 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5722 loss: 1.5722 2022/06/27 05:43:04 - mmengine - INFO - Epoch(train) [145][400/3757] lr: 9.549e-04 eta: 9:50:39 time: 0.271 data_time: 0.003 memory: 5036 grad_norm: 9.0784 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8389 loss: 1.8389 2022/06/27 05:43:09 - mmengine - INFO - Epoch(train) [145][420/3757] lr: 9.549e-04 eta: 9:50:33 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 11.2035 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.9244 loss: 1.9244 2022/06/27 05:43:14 - mmengine - INFO - Epoch(train) [145][440/3757] lr: 9.549e-04 eta: 9:50:28 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 12.0306 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.6257 loss: 1.6257 2022/06/27 05:43:19 - mmengine - INFO - Epoch(train) [145][460/3757] lr: 9.549e-04 eta: 9:50:23 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 11.3454 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.9383 loss: 1.9383 2022/06/27 05:43:24 - mmengine - INFO - Epoch(train) [145][480/3757] lr: 9.549e-04 eta: 9:50:18 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 10.4122 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4491 loss: 1.4491 2022/06/27 05:43:30 - mmengine - INFO - Epoch(train) [145][500/3757] lr: 9.549e-04 eta: 9:50:12 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 9.9200 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.9239 loss: 1.9239 2022/06/27 05:43:35 - mmengine - INFO - Epoch(train) [145][520/3757] lr: 9.549e-04 eta: 9:50:07 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 10.6299 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0661 loss: 2.0661 2022/06/27 05:43:40 - mmengine - INFO - Epoch(train) [145][540/3757] lr: 9.549e-04 eta: 9:50:02 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 10.9663 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5903 loss: 1.5903 2022/06/27 05:43:45 - mmengine - INFO - Epoch(train) [145][560/3757] lr: 9.549e-04 eta: 9:49:56 time: 0.250 data_time: 0.007 memory: 5036 grad_norm: 10.8492 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.6890 loss: 1.6890 2022/06/27 05:43:51 - mmengine - INFO - Epoch(train) [145][580/3757] lr: 9.549e-04 eta: 9:49:51 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.9482 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.8651 loss: 1.8651 2022/06/27 05:43:56 - mmengine - INFO - Epoch(train) [145][600/3757] lr: 9.549e-04 eta: 9:49:46 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 11.3444 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4824 loss: 1.4824 2022/06/27 05:44:01 - mmengine - INFO - Epoch(train) [145][620/3757] lr: 9.549e-04 eta: 9:49:41 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 10.5466 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1525 loss: 2.1525 2022/06/27 05:44:07 - mmengine - INFO - Epoch(train) [145][640/3757] lr: 9.549e-04 eta: 9:49:35 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 9.8511 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7617 loss: 1.7617 2022/06/27 05:44:12 - mmengine - INFO - Epoch(train) [145][660/3757] lr: 9.549e-04 eta: 9:49:30 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 11.8341 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1617 loss: 2.1617 2022/06/27 05:44:17 - mmengine - INFO - Epoch(train) [145][680/3757] lr: 9.549e-04 eta: 9:49:25 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 9.4732 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.9852 loss: 1.9852 2022/06/27 05:44:22 - mmengine - INFO - Epoch(train) [145][700/3757] lr: 9.549e-04 eta: 9:49:20 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 9.2352 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8894 loss: 1.8894 2022/06/27 05:44:27 - mmengine - INFO - Epoch(train) [145][720/3757] lr: 9.549e-04 eta: 9:49:14 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 11.8265 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8112 loss: 1.8112 2022/06/27 05:44:33 - mmengine - INFO - Epoch(train) [145][740/3757] lr: 9.549e-04 eta: 9:49:09 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 10.2065 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8841 loss: 1.8841 2022/06/27 05:44:38 - mmengine - INFO - Epoch(train) [145][760/3757] lr: 9.549e-04 eta: 9:49:04 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 9.5515 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.6110 loss: 1.6110 2022/06/27 05:44:43 - mmengine - INFO - Epoch(train) [145][780/3757] lr: 9.549e-04 eta: 9:48:59 time: 0.260 data_time: 0.010 memory: 5036 grad_norm: 10.8124 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.9816 loss: 1.9816 2022/06/27 05:44:48 - mmengine - INFO - Epoch(train) [145][800/3757] lr: 9.549e-04 eta: 9:48:53 time: 0.256 data_time: 0.008 memory: 5036 grad_norm: 10.6520 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2776 loss: 2.2776 2022/06/27 05:44:54 - mmengine - INFO - Epoch(train) [145][820/3757] lr: 9.549e-04 eta: 9:48:48 time: 0.276 data_time: 0.005 memory: 5036 grad_norm: 11.7258 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.5196 loss: 1.5196 2022/06/27 05:44:59 - mmengine - INFO - Epoch(train) [145][840/3757] lr: 9.549e-04 eta: 9:48:43 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 10.8027 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0268 loss: 2.0268 2022/06/27 05:45:04 - mmengine - INFO - Epoch(train) [145][860/3757] lr: 9.549e-04 eta: 9:48:38 time: 0.264 data_time: 0.006 memory: 5036 grad_norm: 12.1616 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.7405 loss: 1.7405 2022/06/27 05:45:09 - mmengine - INFO - Epoch(train) [145][880/3757] lr: 9.549e-04 eta: 9:48:32 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 7.9117 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.1055 loss: 2.1055 2022/06/27 05:45:15 - mmengine - INFO - Epoch(train) [145][900/3757] lr: 9.549e-04 eta: 9:48:27 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 10.5938 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.7286 loss: 1.7286 2022/06/27 05:45:20 - mmengine - INFO - Epoch(train) [145][920/3757] lr: 9.549e-04 eta: 9:48:22 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 13.2783 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.6404 loss: 1.6404 2022/06/27 05:45:25 - mmengine - INFO - Epoch(train) [145][940/3757] lr: 9.549e-04 eta: 9:48:16 time: 0.266 data_time: 0.003 memory: 5036 grad_norm: 11.0917 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.6137 loss: 1.6137 2022/06/27 05:45:30 - mmengine - INFO - Epoch(train) [145][960/3757] lr: 9.549e-04 eta: 9:48:11 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 12.1810 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5735 loss: 1.5735 2022/06/27 05:45:36 - mmengine - INFO - Epoch(train) [145][980/3757] lr: 9.549e-04 eta: 9:48:06 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 10.9980 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.6903 loss: 1.6903 2022/06/27 05:45:39 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 05:45:41 - mmengine - INFO - Epoch(train) [145][1000/3757] lr: 9.549e-04 eta: 9:48:01 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 13.0257 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8676 loss: 1.8676 2022/06/27 05:45:46 - mmengine - INFO - Epoch(train) [145][1020/3757] lr: 9.549e-04 eta: 9:47:55 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 12.0853 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8304 loss: 1.8304 2022/06/27 05:45:51 - mmengine - INFO - Epoch(train) [145][1040/3757] lr: 9.549e-04 eta: 9:47:50 time: 0.265 data_time: 0.006 memory: 5036 grad_norm: 10.6611 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.7636 loss: 1.7636 2022/06/27 05:45:57 - mmengine - INFO - Epoch(train) [145][1060/3757] lr: 9.549e-04 eta: 9:47:45 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 10.6314 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5210 loss: 1.5210 2022/06/27 05:46:02 - mmengine - INFO - Epoch(train) [145][1080/3757] lr: 9.549e-04 eta: 9:47:40 time: 0.263 data_time: 0.007 memory: 5036 grad_norm: 12.0339 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7647 loss: 1.7647 2022/06/27 05:46:07 - mmengine - INFO - Epoch(train) [145][1100/3757] lr: 9.549e-04 eta: 9:47:34 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 8.0090 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.8315 loss: 1.8315 2022/06/27 05:46:12 - mmengine - INFO - Epoch(train) [145][1120/3757] lr: 9.549e-04 eta: 9:47:29 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 10.6413 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2038 loss: 2.2038 2022/06/27 05:46:18 - mmengine - INFO - Epoch(train) [145][1140/3757] lr: 9.549e-04 eta: 9:47:24 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 10.4472 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1682 loss: 2.1682 2022/06/27 05:46:23 - mmengine - INFO - Epoch(train) [145][1160/3757] lr: 9.549e-04 eta: 9:47:19 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 12.5384 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6430 loss: 1.6430 2022/06/27 05:46:28 - mmengine - INFO - Epoch(train) [145][1180/3757] lr: 9.549e-04 eta: 9:47:13 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 9.3105 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9932 loss: 1.9932 2022/06/27 05:46:33 - mmengine - INFO - Epoch(train) [145][1200/3757] lr: 9.549e-04 eta: 9:47:08 time: 0.280 data_time: 0.007 memory: 5036 grad_norm: 10.5622 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.9468 loss: 1.9468 2022/06/27 05:46:39 - mmengine - INFO - Epoch(train) [145][1220/3757] lr: 9.549e-04 eta: 9:47:03 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 13.3432 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7669 loss: 1.7669 2022/06/27 05:46:44 - mmengine - INFO - Epoch(train) [145][1240/3757] lr: 9.549e-04 eta: 9:46:57 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 10.6744 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.7696 loss: 1.7696 2022/06/27 05:46:49 - mmengine - INFO - Epoch(train) [145][1260/3757] lr: 9.549e-04 eta: 9:46:52 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 11.0840 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6349 loss: 1.6349 2022/06/27 05:46:55 - mmengine - INFO - Epoch(train) [145][1280/3757] lr: 9.549e-04 eta: 9:46:47 time: 0.259 data_time: 0.009 memory: 5036 grad_norm: 11.2380 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.0509 loss: 2.0509 2022/06/27 05:47:00 - mmengine - INFO - Epoch(train) [145][1300/3757] lr: 9.549e-04 eta: 9:46:42 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 9.6053 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.5763 loss: 1.5763 2022/06/27 05:47:05 - mmengine - INFO - Epoch(train) [145][1320/3757] lr: 9.549e-04 eta: 9:46:36 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 8.5190 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0696 loss: 2.0696 2022/06/27 05:47:10 - mmengine - INFO - Epoch(train) [145][1340/3757] lr: 9.549e-04 eta: 9:46:31 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 10.8453 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.9713 loss: 1.9713 2022/06/27 05:47:16 - mmengine - INFO - Epoch(train) [145][1360/3757] lr: 9.549e-04 eta: 9:46:26 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 11.6025 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8529 loss: 1.8529 2022/06/27 05:47:21 - mmengine - INFO - Epoch(train) [145][1380/3757] lr: 9.549e-04 eta: 9:46:21 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 10.6319 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1502 loss: 2.1502 2022/06/27 05:47:26 - mmengine - INFO - Epoch(train) [145][1400/3757] lr: 9.549e-04 eta: 9:46:15 time: 0.259 data_time: 0.010 memory: 5036 grad_norm: 11.4983 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.8275 loss: 1.8275 2022/06/27 05:47:31 - mmengine - INFO - Epoch(train) [145][1420/3757] lr: 9.549e-04 eta: 9:46:10 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 9.4206 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6672 loss: 1.6672 2022/06/27 05:47:37 - mmengine - INFO - Epoch(train) [145][1440/3757] lr: 9.549e-04 eta: 9:46:05 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 11.7226 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6310 loss: 1.6310 2022/06/27 05:47:42 - mmengine - INFO - Epoch(train) [145][1460/3757] lr: 9.549e-04 eta: 9:46:00 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 9.6884 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.3605 loss: 1.3605 2022/06/27 05:47:47 - mmengine - INFO - Epoch(train) [145][1480/3757] lr: 9.549e-04 eta: 9:45:54 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 11.8042 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.5690 loss: 1.5690 2022/06/27 05:47:52 - mmengine - INFO - Epoch(train) [145][1500/3757] lr: 9.549e-04 eta: 9:45:49 time: 0.259 data_time: 0.008 memory: 5036 grad_norm: 12.6490 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.0437 loss: 2.0437 2022/06/27 05:47:58 - mmengine - INFO - Epoch(train) [145][1520/3757] lr: 9.549e-04 eta: 9:45:44 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 8.8887 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9782 loss: 1.9782 2022/06/27 05:48:03 - mmengine - INFO - Epoch(train) [145][1540/3757] lr: 9.549e-04 eta: 9:45:39 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 11.3040 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8761 loss: 1.8761 2022/06/27 05:48:08 - mmengine - INFO - Epoch(train) [145][1560/3757] lr: 9.549e-04 eta: 9:45:33 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 11.6197 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6622 loss: 1.6622 2022/06/27 05:48:13 - mmengine - INFO - Epoch(train) [145][1580/3757] lr: 9.549e-04 eta: 9:45:28 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 9.4329 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.9565 loss: 1.9565 2022/06/27 05:48:19 - mmengine - INFO - Epoch(train) [145][1600/3757] lr: 9.549e-04 eta: 9:45:23 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 11.6413 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 1.9937 loss: 1.9937 2022/06/27 05:48:24 - mmengine - INFO - Epoch(train) [145][1620/3757] lr: 9.549e-04 eta: 9:45:18 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 11.7703 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2177 loss: 2.2177 2022/06/27 05:48:30 - mmengine - INFO - Epoch(train) [145][1640/3757] lr: 9.549e-04 eta: 9:45:12 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 11.2002 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7101 loss: 1.7101 2022/06/27 05:48:35 - mmengine - INFO - Epoch(train) [145][1660/3757] lr: 9.549e-04 eta: 9:45:07 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 9.5569 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.2533 loss: 1.2533 2022/06/27 05:48:40 - mmengine - INFO - Epoch(train) [145][1680/3757] lr: 9.549e-04 eta: 9:45:02 time: 0.253 data_time: 0.012 memory: 5036 grad_norm: 10.7761 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.7012 loss: 1.7012 2022/06/27 05:48:45 - mmengine - INFO - Epoch(train) [145][1700/3757] lr: 9.549e-04 eta: 9:44:57 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 12.9160 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.6153 loss: 1.6153 2022/06/27 05:48:51 - mmengine - INFO - Epoch(train) [145][1720/3757] lr: 9.549e-04 eta: 9:44:51 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 12.2296 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.5167 loss: 1.5167 2022/06/27 05:48:56 - mmengine - INFO - Epoch(train) [145][1740/3757] lr: 9.549e-04 eta: 9:44:46 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 10.2385 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3370 loss: 1.3370 2022/06/27 05:49:01 - mmengine - INFO - Epoch(train) [145][1760/3757] lr: 9.549e-04 eta: 9:44:41 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 12.5037 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5819 loss: 1.5819 2022/06/27 05:49:06 - mmengine - INFO - Epoch(train) [145][1780/3757] lr: 9.549e-04 eta: 9:44:36 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 12.0671 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9752 loss: 1.9752 2022/06/27 05:49:12 - mmengine - INFO - Epoch(train) [145][1800/3757] lr: 9.549e-04 eta: 9:44:30 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 12.0155 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.6703 loss: 1.6703 2022/06/27 05:49:17 - mmengine - INFO - Epoch(train) [145][1820/3757] lr: 9.549e-04 eta: 9:44:25 time: 0.260 data_time: 0.009 memory: 5036 grad_norm: 11.7751 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5475 loss: 1.5475 2022/06/27 05:49:22 - mmengine - INFO - Epoch(train) [145][1840/3757] lr: 9.549e-04 eta: 9:44:20 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 9.7558 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.2418 loss: 1.2418 2022/06/27 05:49:27 - mmengine - INFO - Epoch(train) [145][1860/3757] lr: 9.549e-04 eta: 9:44:14 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 11.2036 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8996 loss: 1.8996 2022/06/27 05:49:33 - mmengine - INFO - Epoch(train) [145][1880/3757] lr: 9.549e-04 eta: 9:44:09 time: 0.260 data_time: 0.009 memory: 5036 grad_norm: 11.0411 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6372 loss: 1.6372 2022/06/27 05:49:38 - mmengine - INFO - Epoch(train) [145][1900/3757] lr: 9.549e-04 eta: 9:44:04 time: 0.262 data_time: 0.013 memory: 5036 grad_norm: 10.8575 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.8195 loss: 1.8195 2022/06/27 05:49:43 - mmengine - INFO - Epoch(train) [145][1920/3757] lr: 9.549e-04 eta: 9:43:59 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 10.7399 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7343 loss: 1.7343 2022/06/27 05:49:49 - mmengine - INFO - Epoch(train) [145][1940/3757] lr: 9.549e-04 eta: 9:43:53 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 9.6899 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4939 loss: 1.4939 2022/06/27 05:49:54 - mmengine - INFO - Epoch(train) [145][1960/3757] lr: 9.549e-04 eta: 9:43:48 time: 0.278 data_time: 0.007 memory: 5036 grad_norm: 12.7037 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8155 loss: 1.8155 2022/06/27 05:49:59 - mmengine - INFO - Epoch(train) [145][1980/3757] lr: 9.549e-04 eta: 9:43:43 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 11.8982 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.7976 loss: 1.7976 2022/06/27 05:50:02 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 05:50:04 - mmengine - INFO - Epoch(train) [145][2000/3757] lr: 9.549e-04 eta: 9:43:38 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 11.7806 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9649 loss: 1.9649 2022/06/27 05:50:09 - mmengine - INFO - Epoch(train) [145][2020/3757] lr: 9.549e-04 eta: 9:43:32 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 13.1165 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7041 loss: 1.7041 2022/06/27 05:50:15 - mmengine - INFO - Epoch(train) [145][2040/3757] lr: 9.549e-04 eta: 9:43:27 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 12.7616 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4314 loss: 1.4314 2022/06/27 05:50:20 - mmengine - INFO - Epoch(train) [145][2060/3757] lr: 9.549e-04 eta: 9:43:22 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 11.3736 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1824 loss: 2.1824 2022/06/27 05:50:25 - mmengine - INFO - Epoch(train) [145][2080/3757] lr: 9.549e-04 eta: 9:43:17 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 10.2839 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.6920 loss: 1.6920 2022/06/27 05:50:30 - mmengine - INFO - Epoch(train) [145][2100/3757] lr: 9.549e-04 eta: 9:43:11 time: 0.259 data_time: 0.011 memory: 5036 grad_norm: 10.9124 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.8838 loss: 1.8838 2022/06/27 05:50:36 - mmengine - INFO - Epoch(train) [145][2120/3757] lr: 9.549e-04 eta: 9:43:06 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 12.8123 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6759 loss: 1.6759 2022/06/27 05:50:41 - mmengine - INFO - Epoch(train) [145][2140/3757] lr: 9.549e-04 eta: 9:43:01 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 11.9392 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.9542 loss: 1.9542 2022/06/27 05:50:46 - mmengine - INFO - Epoch(train) [145][2160/3757] lr: 9.549e-04 eta: 9:42:56 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 10.0267 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7562 loss: 1.7562 2022/06/27 05:50:51 - mmengine - INFO - Epoch(train) [145][2180/3757] lr: 9.549e-04 eta: 9:42:50 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 10.7272 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1811 loss: 2.1811 2022/06/27 05:50:57 - mmengine - INFO - Epoch(train) [145][2200/3757] lr: 9.549e-04 eta: 9:42:45 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 9.2527 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.7658 loss: 1.7658 2022/06/27 05:51:02 - mmengine - INFO - Epoch(train) [145][2220/3757] lr: 9.549e-04 eta: 9:42:40 time: 0.262 data_time: 0.004 memory: 5036 grad_norm: 10.7387 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 1.7991 loss: 1.7991 2022/06/27 05:51:07 - mmengine - INFO - Epoch(train) [145][2240/3757] lr: 9.549e-04 eta: 9:42:35 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 10.9234 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7890 loss: 1.7890 2022/06/27 05:51:13 - mmengine - INFO - Epoch(train) [145][2260/3757] lr: 9.549e-04 eta: 9:42:29 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 9.6500 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7307 loss: 1.7307 2022/06/27 05:51:18 - mmengine - INFO - Epoch(train) [145][2280/3757] lr: 9.549e-04 eta: 9:42:24 time: 0.272 data_time: 0.008 memory: 5036 grad_norm: 11.0351 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.0908 loss: 1.0908 2022/06/27 05:51:23 - mmengine - INFO - Epoch(train) [145][2300/3757] lr: 9.549e-04 eta: 9:42:19 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 10.9007 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.7501 loss: 1.7501 2022/06/27 05:51:28 - mmengine - INFO - Epoch(train) [145][2320/3757] lr: 9.549e-04 eta: 9:42:13 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 11.2954 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6698 loss: 1.6698 2022/06/27 05:51:34 - mmengine - INFO - Epoch(train) [145][2340/3757] lr: 9.549e-04 eta: 9:42:08 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 10.9361 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8817 loss: 1.8817 2022/06/27 05:51:39 - mmengine - INFO - Epoch(train) [145][2360/3757] lr: 9.549e-04 eta: 9:42:03 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 8.6690 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5032 loss: 1.5032 2022/06/27 05:51:44 - mmengine - INFO - Epoch(train) [145][2380/3757] lr: 9.549e-04 eta: 9:41:58 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 11.0080 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.0237 loss: 2.0237 2022/06/27 05:51:49 - mmengine - INFO - Epoch(train) [145][2400/3757] lr: 9.549e-04 eta: 9:41:52 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 11.1156 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.6366 loss: 1.6366 2022/06/27 05:51:55 - mmengine - INFO - Epoch(train) [145][2420/3757] lr: 9.549e-04 eta: 9:41:47 time: 0.252 data_time: 0.010 memory: 5036 grad_norm: 10.6541 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.6452 loss: 1.6452 2022/06/27 05:52:00 - mmengine - INFO - Epoch(train) [145][2440/3757] lr: 9.549e-04 eta: 9:41:42 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 12.2982 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.1630 loss: 2.1630 2022/06/27 05:52:05 - mmengine - INFO - Epoch(train) [145][2460/3757] lr: 9.549e-04 eta: 9:41:37 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 10.6535 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.2980 loss: 1.2980 2022/06/27 05:52:10 - mmengine - INFO - Epoch(train) [145][2480/3757] lr: 9.549e-04 eta: 9:41:31 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 11.6293 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.6073 loss: 1.6073 2022/06/27 05:52:16 - mmengine - INFO - Epoch(train) [145][2500/3757] lr: 9.549e-04 eta: 9:41:26 time: 0.260 data_time: 0.009 memory: 5036 grad_norm: 12.2806 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6796 loss: 1.6796 2022/06/27 05:52:21 - mmengine - INFO - Epoch(train) [145][2520/3757] lr: 9.549e-04 eta: 9:41:21 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 10.9381 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5190 loss: 1.5190 2022/06/27 05:52:26 - mmengine - INFO - Epoch(train) [145][2540/3757] lr: 9.549e-04 eta: 9:41:16 time: 0.266 data_time: 0.006 memory: 5036 grad_norm: 8.2460 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1017 loss: 2.1017 2022/06/27 05:52:32 - mmengine - INFO - Epoch(train) [145][2560/3757] lr: 9.549e-04 eta: 9:41:10 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 12.0203 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.8650 loss: 1.8650 2022/06/27 05:52:37 - mmengine - INFO - Epoch(train) [145][2580/3757] lr: 9.549e-04 eta: 9:41:05 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 9.4365 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.0349 loss: 2.0349 2022/06/27 05:52:42 - mmengine - INFO - Epoch(train) [145][2600/3757] lr: 9.549e-04 eta: 9:41:00 time: 0.264 data_time: 0.006 memory: 5036 grad_norm: 11.1503 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2219 loss: 1.2219 2022/06/27 05:52:47 - mmengine - INFO - Epoch(train) [145][2620/3757] lr: 9.549e-04 eta: 9:40:55 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 11.4375 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7024 loss: 1.7024 2022/06/27 05:52:52 - mmengine - INFO - Epoch(train) [145][2640/3757] lr: 9.549e-04 eta: 9:40:49 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 13.5617 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.8276 loss: 1.8276 2022/06/27 05:52:58 - mmengine - INFO - Epoch(train) [145][2660/3757] lr: 9.549e-04 eta: 9:40:44 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 9.9562 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5224 loss: 1.5224 2022/06/27 05:53:03 - mmengine - INFO - Epoch(train) [145][2680/3757] lr: 9.549e-04 eta: 9:40:39 time: 0.253 data_time: 0.010 memory: 5036 grad_norm: 11.5017 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.7598 loss: 1.7598 2022/06/27 05:53:08 - mmengine - INFO - Epoch(train) [145][2700/3757] lr: 9.549e-04 eta: 9:40:33 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 12.2861 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.8123 loss: 1.8123 2022/06/27 05:53:13 - mmengine - INFO - Epoch(train) [145][2720/3757] lr: 9.549e-04 eta: 9:40:28 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 10.3395 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.7744 loss: 1.7744 2022/06/27 05:53:19 - mmengine - INFO - Epoch(train) [145][2740/3757] lr: 9.549e-04 eta: 9:40:23 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 12.5346 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6062 loss: 1.6062 2022/06/27 05:53:24 - mmengine - INFO - Epoch(train) [145][2760/3757] lr: 9.549e-04 eta: 9:40:18 time: 0.248 data_time: 0.004 memory: 5036 grad_norm: 11.6961 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.2407 loss: 2.2407 2022/06/27 05:53:29 - mmengine - INFO - Epoch(train) [145][2780/3757] lr: 9.549e-04 eta: 9:40:12 time: 0.260 data_time: 0.008 memory: 5036 grad_norm: 11.7209 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3040 loss: 1.3040 2022/06/27 05:53:34 - mmengine - INFO - Epoch(train) [145][2800/3757] lr: 9.549e-04 eta: 9:40:07 time: 0.329 data_time: 0.007 memory: 5036 grad_norm: 9.0487 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7465 loss: 1.7465 2022/06/27 05:53:40 - mmengine - INFO - Epoch(train) [145][2820/3757] lr: 9.549e-04 eta: 9:40:02 time: 0.257 data_time: 0.008 memory: 5036 grad_norm: 10.6510 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8170 loss: 1.8170 2022/06/27 05:53:45 - mmengine - INFO - Epoch(train) [145][2840/3757] lr: 9.549e-04 eta: 9:39:57 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 10.6423 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.9757 loss: 1.9757 2022/06/27 05:53:50 - mmengine - INFO - Epoch(train) [145][2860/3757] lr: 9.549e-04 eta: 9:39:51 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 10.3145 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.5727 loss: 1.5727 2022/06/27 05:53:55 - mmengine - INFO - Epoch(train) [145][2880/3757] lr: 9.549e-04 eta: 9:39:46 time: 0.252 data_time: 0.010 memory: 5036 grad_norm: 11.3583 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.2137 loss: 2.2137 2022/06/27 05:54:00 - mmengine - INFO - Epoch(train) [145][2900/3757] lr: 9.549e-04 eta: 9:39:41 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 10.0570 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1341 loss: 2.1341 2022/06/27 05:54:06 - mmengine - INFO - Epoch(train) [145][2920/3757] lr: 9.549e-04 eta: 9:39:36 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 11.5753 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.6127 loss: 1.6127 2022/06/27 05:54:11 - mmengine - INFO - Epoch(train) [145][2940/3757] lr: 9.549e-04 eta: 9:39:30 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 13.8881 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8264 loss: 1.8264 2022/06/27 05:54:16 - mmengine - INFO - Epoch(train) [145][2960/3757] lr: 9.549e-04 eta: 9:39:25 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 12.6295 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.2235 loss: 1.2235 2022/06/27 05:54:21 - mmengine - INFO - Epoch(train) [145][2980/3757] lr: 9.549e-04 eta: 9:39:20 time: 0.272 data_time: 0.003 memory: 5036 grad_norm: 10.0316 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.8015 loss: 1.8015 2022/06/27 05:54:25 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 05:54:27 - mmengine - INFO - Epoch(train) [145][3000/3757] lr: 9.549e-04 eta: 9:39:14 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 9.0876 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6539 loss: 1.6539 2022/06/27 05:54:32 - mmengine - INFO - Epoch(train) [145][3020/3757] lr: 9.549e-04 eta: 9:39:09 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 12.3464 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.8617 loss: 1.8617 2022/06/27 05:54:37 - mmengine - INFO - Epoch(train) [145][3040/3757] lr: 9.549e-04 eta: 9:39:04 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 10.9928 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5992 loss: 1.5992 2022/06/27 05:54:42 - mmengine - INFO - Epoch(train) [145][3060/3757] lr: 9.549e-04 eta: 9:38:59 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 11.5275 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7176 loss: 1.7176 2022/06/27 05:54:48 - mmengine - INFO - Epoch(train) [145][3080/3757] lr: 9.549e-04 eta: 9:38:53 time: 0.259 data_time: 0.009 memory: 5036 grad_norm: 9.3002 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6855 loss: 1.6855 2022/06/27 05:54:53 - mmengine - INFO - Epoch(train) [145][3100/3757] lr: 9.549e-04 eta: 9:38:48 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 12.2140 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6987 loss: 1.6987 2022/06/27 05:54:58 - mmengine - INFO - Epoch(train) [145][3120/3757] lr: 9.549e-04 eta: 9:38:43 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 10.9409 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4231 loss: 1.4231 2022/06/27 05:55:04 - mmengine - INFO - Epoch(train) [145][3140/3757] lr: 9.549e-04 eta: 9:38:38 time: 0.253 data_time: 0.010 memory: 5036 grad_norm: 9.8833 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4952 loss: 1.4952 2022/06/27 05:55:09 - mmengine - INFO - Epoch(train) [145][3160/3757] lr: 9.549e-04 eta: 9:38:32 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 12.4989 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.7616 loss: 1.7616 2022/06/27 05:55:15 - mmengine - INFO - Epoch(train) [145][3180/3757] lr: 9.549e-04 eta: 9:38:27 time: 0.269 data_time: 0.006 memory: 5036 grad_norm: 9.7807 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5969 loss: 1.5969 2022/06/27 05:55:20 - mmengine - INFO - Epoch(train) [145][3200/3757] lr: 9.549e-04 eta: 9:38:22 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 9.8152 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.5360 loss: 1.5360 2022/06/27 05:55:25 - mmengine - INFO - Epoch(train) [145][3220/3757] lr: 9.549e-04 eta: 9:38:17 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 9.1447 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.5631 loss: 1.5631 2022/06/27 05:55:30 - mmengine - INFO - Epoch(train) [145][3240/3757] lr: 9.549e-04 eta: 9:38:11 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 11.4861 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6902 loss: 1.6902 2022/06/27 05:55:35 - mmengine - INFO - Epoch(train) [145][3260/3757] lr: 9.549e-04 eta: 9:38:06 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 11.3299 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.0981 loss: 2.0981 2022/06/27 05:55:41 - mmengine - INFO - Epoch(train) [145][3280/3757] lr: 9.549e-04 eta: 9:38:01 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 10.0453 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2010 loss: 2.2010 2022/06/27 05:55:46 - mmengine - INFO - Epoch(train) [145][3300/3757] lr: 9.549e-04 eta: 9:37:56 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 9.4840 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0355 loss: 2.0355 2022/06/27 05:55:51 - mmengine - INFO - Epoch(train) [145][3320/3757] lr: 9.549e-04 eta: 9:37:50 time: 0.258 data_time: 0.010 memory: 5036 grad_norm: 12.8612 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.0737 loss: 2.0737 2022/06/27 05:55:57 - mmengine - INFO - Epoch(train) [145][3340/3757] lr: 9.549e-04 eta: 9:37:45 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 14.3161 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.9096 loss: 1.9096 2022/06/27 05:56:02 - mmengine - INFO - Epoch(train) [145][3360/3757] lr: 9.549e-04 eta: 9:37:40 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 11.2249 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9164 loss: 1.9164 2022/06/27 05:56:07 - mmengine - INFO - Epoch(train) [145][3380/3757] lr: 9.549e-04 eta: 9:37:35 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 13.9683 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4053 loss: 1.4053 2022/06/27 05:56:12 - mmengine - INFO - Epoch(train) [145][3400/3757] lr: 9.549e-04 eta: 9:37:29 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 10.4917 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.6406 loss: 1.6406 2022/06/27 05:56:18 - mmengine - INFO - Epoch(train) [145][3420/3757] lr: 9.549e-04 eta: 9:37:24 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 11.0649 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6988 loss: 1.6988 2022/06/27 05:56:23 - mmengine - INFO - Epoch(train) [145][3440/3757] lr: 9.549e-04 eta: 9:37:19 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 10.7096 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.9868 loss: 1.9868 2022/06/27 05:56:28 - mmengine - INFO - Epoch(train) [145][3460/3757] lr: 9.549e-04 eta: 9:37:14 time: 0.264 data_time: 0.011 memory: 5036 grad_norm: 11.0388 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3810 loss: 1.3810 2022/06/27 05:56:34 - mmengine - INFO - Epoch(train) [145][3480/3757] lr: 9.549e-04 eta: 9:37:08 time: 0.264 data_time: 0.007 memory: 5036 grad_norm: 9.3117 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.8329 loss: 1.8329 2022/06/27 05:56:39 - mmengine - INFO - Epoch(train) [145][3500/3757] lr: 9.549e-04 eta: 9:37:03 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 11.7620 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0165 loss: 2.0165 2022/06/27 05:56:44 - mmengine - INFO - Epoch(train) [145][3520/3757] lr: 9.549e-04 eta: 9:36:58 time: 0.257 data_time: 0.008 memory: 5036 grad_norm: 11.8008 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8753 loss: 1.8753 2022/06/27 05:56:49 - mmengine - INFO - Epoch(train) [145][3540/3757] lr: 9.549e-04 eta: 9:36:53 time: 0.265 data_time: 0.010 memory: 5036 grad_norm: 10.1273 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.7757 loss: 1.7757 2022/06/27 05:56:55 - mmengine - INFO - Epoch(train) [145][3560/3757] lr: 9.549e-04 eta: 9:36:47 time: 0.396 data_time: 0.006 memory: 5036 grad_norm: 9.4881 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0761 loss: 2.0761 2022/06/27 05:57:00 - mmengine - INFO - Epoch(train) [145][3580/3757] lr: 9.549e-04 eta: 9:36:42 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 10.5043 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 1.8016 loss: 1.8016 2022/06/27 05:57:05 - mmengine - INFO - Epoch(train) [145][3600/3757] lr: 9.549e-04 eta: 9:36:37 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 10.2256 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8265 loss: 1.8265 2022/06/27 05:57:10 - mmengine - INFO - Epoch(train) [145][3620/3757] lr: 9.549e-04 eta: 9:36:32 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 12.1374 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8795 loss: 1.8795 2022/06/27 05:57:16 - mmengine - INFO - Epoch(train) [145][3640/3757] lr: 9.549e-04 eta: 9:36:26 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 12.1184 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7890 loss: 1.7890 2022/06/27 05:57:21 - mmengine - INFO - Epoch(train) [145][3660/3757] lr: 9.549e-04 eta: 9:36:21 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 11.4351 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0323 loss: 2.0323 2022/06/27 05:57:26 - mmengine - INFO - Epoch(train) [145][3680/3757] lr: 9.549e-04 eta: 9:36:16 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 10.8744 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5661 loss: 1.5661 2022/06/27 05:57:31 - mmengine - INFO - Epoch(train) [145][3700/3757] lr: 9.549e-04 eta: 9:36:10 time: 0.259 data_time: 0.009 memory: 5036 grad_norm: 10.0662 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.4707 loss: 1.4707 2022/06/27 05:57:37 - mmengine - INFO - Epoch(train) [145][3720/3757] lr: 9.549e-04 eta: 9:36:05 time: 0.260 data_time: 0.010 memory: 5036 grad_norm: 9.4438 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0335 loss: 2.0335 2022/06/27 05:57:42 - mmengine - INFO - Epoch(train) [145][3740/3757] lr: 9.549e-04 eta: 9:36:00 time: 0.246 data_time: 0.006 memory: 5036 grad_norm: 10.6712 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.6941 loss: 1.6941 2022/06/27 05:57:46 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 05:57:46 - mmengine - INFO - Saving checkpoint at 145 epochs 2022/06/27 05:57:59 - mmengine - INFO - Epoch(val) [145][20/310] eta: 0:01:47 time: 0.208 data_time: 0.101 memory: 5036 2022/06/27 05:58:04 - mmengine - INFO - Epoch(val) [145][40/310] eta: 0:01:29 time: 0.114 data_time: 0.013 memory: 1723 2022/06/27 05:58:09 - mmengine - INFO - Epoch(val) [145][60/310] eta: 0:00:26 time: 0.103 data_time: 0.001 memory: 1723 2022/06/27 05:58:13 - mmengine - INFO - Epoch(val) [145][80/310] eta: 0:00:29 time: 0.108 data_time: 0.001 memory: 1723 2022/06/27 05:58:20 - mmengine - INFO - Epoch(val) [145][100/310] eta: 0:01:05 time: 0.103 data_time: 0.001 memory: 1723 2022/06/27 05:58:25 - mmengine - INFO - Epoch(val) [145][120/310] eta: 0:01:02 time: 0.442 data_time: 0.341 memory: 1723 2022/06/27 05:58:30 - mmengine - INFO - Epoch(val) [145][140/310] eta: 0:00:21 time: 0.104 data_time: 0.001 memory: 1723 2022/06/27 05:58:34 - mmengine - INFO - Epoch(val) [145][160/310] eta: 0:00:17 time: 0.103 data_time: 0.001 memory: 1723 2022/06/27 05:58:41 - mmengine - INFO - Epoch(val) [145][180/310] eta: 0:00:44 time: 0.103 data_time: 0.001 memory: 1723 2022/06/27 05:58:46 - mmengine - INFO - Epoch(val) [145][200/310] eta: 0:00:37 time: 0.260 data_time: 0.158 memory: 1723 2022/06/27 05:58:51 - mmengine - INFO - Epoch(val) [145][220/310] eta: 0:00:09 time: 0.107 data_time: 0.005 memory: 1723 2022/06/27 05:58:55 - mmengine - INFO - Epoch(val) [145][240/310] eta: 0:00:07 time: 0.103 data_time: 0.002 memory: 1723 2022/06/27 05:59:03 - mmengine - INFO - Epoch(val) [145][260/310] eta: 0:00:18 time: 0.103 data_time: 0.001 memory: 1723 2022/06/27 05:59:07 - mmengine - INFO - Epoch(val) [145][280/310] eta: 0:00:08 time: 0.119 data_time: 0.002 memory: 1723 2022/06/27 05:59:09 - mmengine - INFO - Epoch(val) [145][300/310] eta: 0:00:01 time: 0.107 data_time: 0.001 memory: 1723 2022/06/27 05:59:11 - mmengine - INFO - Epoch(val) [145][310/310] acc/top1: 0.5928 acc/top5: 0.8172 acc/mean1: 0.5928 2022/06/27 05:59:21 - mmengine - INFO - Epoch(train) [146][20/3757] lr: 9.042e-04 eta: 9:35:51 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 7.9392 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3625 loss: 1.3625 2022/06/27 05:59:26 - mmengine - INFO - Epoch(train) [146][40/3757] lr: 9.042e-04 eta: 9:35:46 time: 0.250 data_time: 0.007 memory: 5036 grad_norm: 12.7875 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.7635 loss: 1.7635 2022/06/27 05:59:32 - mmengine - INFO - Epoch(train) [146][60/3757] lr: 9.042e-04 eta: 9:35:40 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 8.9098 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.6845 loss: 1.6845 2022/06/27 05:59:37 - mmengine - INFO - Epoch(train) [146][80/3757] lr: 9.042e-04 eta: 9:35:35 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 10.5239 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6494 loss: 1.6494 2022/06/27 05:59:43 - mmengine - INFO - Epoch(train) [146][100/3757] lr: 9.042e-04 eta: 9:35:30 time: 0.281 data_time: 0.003 memory: 5036 grad_norm: 11.6235 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0796 loss: 2.0796 2022/06/27 05:59:48 - mmengine - INFO - Epoch(train) [146][120/3757] lr: 9.042e-04 eta: 9:35:25 time: 0.259 data_time: 0.015 memory: 5036 grad_norm: 10.6772 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.2696 loss: 2.2696 2022/06/27 05:59:53 - mmengine - INFO - Epoch(train) [146][140/3757] lr: 9.042e-04 eta: 9:35:19 time: 0.248 data_time: 0.004 memory: 5036 grad_norm: 10.7384 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.7838 loss: 1.7838 2022/06/27 05:59:58 - mmengine - INFO - Epoch(train) [146][160/3757] lr: 9.042e-04 eta: 9:35:14 time: 0.249 data_time: 0.004 memory: 5036 grad_norm: 9.9617 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.3983 loss: 1.3983 2022/06/27 06:00:05 - mmengine - INFO - Epoch(train) [146][180/3757] lr: 9.042e-04 eta: 9:35:09 time: 0.260 data_time: 0.004 memory: 5036 grad_norm: 13.1274 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6853 loss: 1.6853 2022/06/27 06:00:10 - mmengine - INFO - Epoch(train) [146][200/3757] lr: 9.042e-04 eta: 9:35:04 time: 0.250 data_time: 0.008 memory: 5036 grad_norm: 11.5121 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0487 loss: 2.0487 2022/06/27 06:00:16 - mmengine - INFO - Epoch(train) [146][220/3757] lr: 9.042e-04 eta: 9:34:59 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 12.0258 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5002 loss: 1.5002 2022/06/27 06:00:20 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 06:00:21 - mmengine - INFO - Epoch(train) [146][240/3757] lr: 9.042e-04 eta: 9:34:53 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 10.2923 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9791 loss: 1.9791 2022/06/27 06:00:26 - mmengine - INFO - Epoch(train) [146][260/3757] lr: 9.042e-04 eta: 9:34:48 time: 0.259 data_time: 0.004 memory: 5036 grad_norm: 11.9169 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4999 loss: 1.4999 2022/06/27 06:00:32 - mmengine - INFO - Epoch(train) [146][280/3757] lr: 9.042e-04 eta: 9:34:43 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 10.4863 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7633 loss: 1.7633 2022/06/27 06:00:37 - mmengine - INFO - Epoch(train) [146][300/3757] lr: 9.042e-04 eta: 9:34:38 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 9.2875 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4635 loss: 1.4635 2022/06/27 06:00:42 - mmengine - INFO - Epoch(train) [146][320/3757] lr: 9.042e-04 eta: 9:34:32 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 10.0986 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0497 loss: 2.0497 2022/06/27 06:00:47 - mmengine - INFO - Epoch(train) [146][340/3757] lr: 9.042e-04 eta: 9:34:27 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 11.7411 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1051 loss: 2.1051 2022/06/27 06:00:53 - mmengine - INFO - Epoch(train) [146][360/3757] lr: 9.042e-04 eta: 9:34:22 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 10.7064 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.9428 loss: 1.9428 2022/06/27 06:00:58 - mmengine - INFO - Epoch(train) [146][380/3757] lr: 9.042e-04 eta: 9:34:17 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 11.8757 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8396 loss: 1.8396 2022/06/27 06:01:03 - mmengine - INFO - Epoch(train) [146][400/3757] lr: 9.042e-04 eta: 9:34:11 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 9.7926 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0706 loss: 2.0706 2022/06/27 06:01:08 - mmengine - INFO - Epoch(train) [146][420/3757] lr: 9.042e-04 eta: 9:34:06 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 10.5649 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7970 loss: 1.7970 2022/06/27 06:01:14 - mmengine - INFO - Epoch(train) [146][440/3757] lr: 9.042e-04 eta: 9:34:01 time: 0.261 data_time: 0.008 memory: 5036 grad_norm: 11.8699 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6874 loss: 1.6874 2022/06/27 06:01:19 - mmengine - INFO - Epoch(train) [146][460/3757] lr: 9.042e-04 eta: 9:33:56 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 8.8770 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.7064 loss: 1.7064 2022/06/27 06:01:24 - mmengine - INFO - Epoch(train) [146][480/3757] lr: 9.042e-04 eta: 9:33:50 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 11.2649 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.6656 loss: 1.6656 2022/06/27 06:01:29 - mmengine - INFO - Epoch(train) [146][500/3757] lr: 9.042e-04 eta: 9:33:45 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 11.7447 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1010 loss: 2.1010 2022/06/27 06:01:35 - mmengine - INFO - Epoch(train) [146][520/3757] lr: 9.042e-04 eta: 9:33:40 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 9.9790 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1649 loss: 2.1649 2022/06/27 06:01:40 - mmengine - INFO - Epoch(train) [146][540/3757] lr: 9.042e-04 eta: 9:33:35 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 10.5061 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3737 loss: 1.3737 2022/06/27 06:01:45 - mmengine - INFO - Epoch(train) [146][560/3757] lr: 9.042e-04 eta: 9:33:29 time: 0.264 data_time: 0.008 memory: 5036 grad_norm: 13.1385 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8453 loss: 1.8453 2022/06/27 06:01:50 - mmengine - INFO - Epoch(train) [146][580/3757] lr: 9.042e-04 eta: 9:33:24 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 9.7261 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.5479 loss: 1.5479 2022/06/27 06:01:56 - mmengine - INFO - Epoch(train) [146][600/3757] lr: 9.042e-04 eta: 9:33:19 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 9.8757 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.4658 loss: 1.4658 2022/06/27 06:02:01 - mmengine - INFO - Epoch(train) [146][620/3757] lr: 9.042e-04 eta: 9:33:13 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 13.8662 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.3271 loss: 1.3271 2022/06/27 06:02:06 - mmengine - INFO - Epoch(train) [146][640/3757] lr: 9.042e-04 eta: 9:33:08 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 11.5683 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.6504 loss: 1.6504 2022/06/27 06:02:11 - mmengine - INFO - Epoch(train) [146][660/3757] lr: 9.042e-04 eta: 9:33:03 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 11.5861 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.6345 loss: 1.6345 2022/06/27 06:02:17 - mmengine - INFO - Epoch(train) [146][680/3757] lr: 9.042e-04 eta: 9:32:58 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 10.5652 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.5522 loss: 1.5522 2022/06/27 06:02:22 - mmengine - INFO - Epoch(train) [146][700/3757] lr: 9.042e-04 eta: 9:32:52 time: 0.254 data_time: 0.008 memory: 5036 grad_norm: 11.9594 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9990 loss: 1.9990 2022/06/27 06:02:27 - mmengine - INFO - Epoch(train) [146][720/3757] lr: 9.042e-04 eta: 9:32:47 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 12.6716 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.8233 loss: 1.8233 2022/06/27 06:02:32 - mmengine - INFO - Epoch(train) [146][740/3757] lr: 9.042e-04 eta: 9:32:42 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 10.3329 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.5762 loss: 1.5762 2022/06/27 06:02:38 - mmengine - INFO - Epoch(train) [146][760/3757] lr: 9.042e-04 eta: 9:32:37 time: 0.260 data_time: 0.008 memory: 5036 grad_norm: 7.4803 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3405 loss: 1.3405 2022/06/27 06:02:43 - mmengine - INFO - Epoch(train) [146][780/3757] lr: 9.042e-04 eta: 9:32:31 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 11.0342 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8352 loss: 1.8352 2022/06/27 06:02:48 - mmengine - INFO - Epoch(train) [146][800/3757] lr: 9.042e-04 eta: 9:32:26 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 9.9742 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6788 loss: 1.6788 2022/06/27 06:02:53 - mmengine - INFO - Epoch(train) [146][820/3757] lr: 9.042e-04 eta: 9:32:21 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 10.9796 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.1121 loss: 2.1121 2022/06/27 06:02:58 - mmengine - INFO - Epoch(train) [146][840/3757] lr: 9.042e-04 eta: 9:32:16 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 10.9765 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.5781 loss: 1.5781 2022/06/27 06:03:04 - mmengine - INFO - Epoch(train) [146][860/3757] lr: 9.042e-04 eta: 9:32:10 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 9.8419 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2845 loss: 1.2845 2022/06/27 06:03:09 - mmengine - INFO - Epoch(train) [146][880/3757] lr: 9.042e-04 eta: 9:32:05 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 9.3156 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6820 loss: 1.6820 2022/06/27 06:03:14 - mmengine - INFO - Epoch(train) [146][900/3757] lr: 9.042e-04 eta: 9:32:00 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 10.6295 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 2.0924 loss: 2.0924 2022/06/27 06:03:19 - mmengine - INFO - Epoch(train) [146][920/3757] lr: 9.042e-04 eta: 9:31:54 time: 0.259 data_time: 0.009 memory: 5036 grad_norm: 13.7284 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1000 loss: 2.1000 2022/06/27 06:03:25 - mmengine - INFO - Epoch(train) [146][940/3757] lr: 9.042e-04 eta: 9:31:49 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 14.2911 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.7922 loss: 1.7922 2022/06/27 06:03:30 - mmengine - INFO - Epoch(train) [146][960/3757] lr: 9.042e-04 eta: 9:31:44 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 12.1804 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6154 loss: 1.6154 2022/06/27 06:03:35 - mmengine - INFO - Epoch(train) [146][980/3757] lr: 9.042e-04 eta: 9:31:39 time: 0.304 data_time: 0.006 memory: 5036 grad_norm: 9.7095 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1319 loss: 2.1319 2022/06/27 06:03:40 - mmengine - INFO - Epoch(train) [146][1000/3757] lr: 9.042e-04 eta: 9:31:33 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 10.5775 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9572 loss: 1.9572 2022/06/27 06:03:46 - mmengine - INFO - Epoch(train) [146][1020/3757] lr: 9.042e-04 eta: 9:31:28 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 11.5485 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7284 loss: 1.7284 2022/06/27 06:03:51 - mmengine - INFO - Epoch(train) [146][1040/3757] lr: 9.042e-04 eta: 9:31:23 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 12.4151 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1624 loss: 2.1624 2022/06/27 06:03:56 - mmengine - INFO - Epoch(train) [146][1060/3757] lr: 9.042e-04 eta: 9:31:18 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 10.7471 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3857 loss: 1.3857 2022/06/27 06:04:02 - mmengine - INFO - Epoch(train) [146][1080/3757] lr: 9.042e-04 eta: 9:31:12 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 11.3633 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.6019 loss: 1.6019 2022/06/27 06:04:07 - mmengine - INFO - Epoch(train) [146][1100/3757] lr: 9.042e-04 eta: 9:31:07 time: 0.264 data_time: 0.007 memory: 5036 grad_norm: 10.0697 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.7591 loss: 1.7591 2022/06/27 06:04:12 - mmengine - INFO - Epoch(train) [146][1120/3757] lr: 9.042e-04 eta: 9:31:02 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 13.0486 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.8317 loss: 1.8317 2022/06/27 06:04:17 - mmengine - INFO - Epoch(train) [146][1140/3757] lr: 9.042e-04 eta: 9:30:57 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 9.1039 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7830 loss: 1.7830 2022/06/27 06:04:23 - mmengine - INFO - Epoch(train) [146][1160/3757] lr: 9.042e-04 eta: 9:30:51 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 12.4879 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1782 loss: 2.1782 2022/06/27 06:04:28 - mmengine - INFO - Epoch(train) [146][1180/3757] lr: 9.042e-04 eta: 9:30:46 time: 0.265 data_time: 0.006 memory: 5036 grad_norm: 11.8905 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.5684 loss: 1.5684 2022/06/27 06:04:33 - mmengine - INFO - Epoch(train) [146][1200/3757] lr: 9.042e-04 eta: 9:30:41 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 10.4070 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7465 loss: 1.7465 2022/06/27 06:04:38 - mmengine - INFO - Epoch(train) [146][1220/3757] lr: 9.042e-04 eta: 9:30:36 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 10.1099 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6872 loss: 1.6872 2022/06/27 06:04:42 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 06:04:44 - mmengine - INFO - Epoch(train) [146][1240/3757] lr: 9.042e-04 eta: 9:30:30 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 9.4889 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4001 loss: 1.4001 2022/06/27 06:04:49 - mmengine - INFO - Epoch(train) [146][1260/3757] lr: 9.042e-04 eta: 9:30:25 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 11.3195 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8298 loss: 1.8298 2022/06/27 06:04:54 - mmengine - INFO - Epoch(train) [146][1280/3757] lr: 9.042e-04 eta: 9:30:20 time: 0.257 data_time: 0.004 memory: 5036 grad_norm: 11.7808 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.2521 loss: 1.2521 2022/06/27 06:05:00 - mmengine - INFO - Epoch(train) [146][1300/3757] lr: 9.042e-04 eta: 9:30:15 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 10.5968 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.6988 loss: 1.6988 2022/06/27 06:05:05 - mmengine - INFO - Epoch(train) [146][1320/3757] lr: 9.042e-04 eta: 9:30:09 time: 0.253 data_time: 0.008 memory: 5036 grad_norm: 9.7976 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6027 loss: 1.6027 2022/06/27 06:05:10 - mmengine - INFO - Epoch(train) [146][1340/3757] lr: 9.042e-04 eta: 9:30:04 time: 0.268 data_time: 0.006 memory: 5036 grad_norm: 12.0111 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3750 loss: 1.3750 2022/06/27 06:05:15 - mmengine - INFO - Epoch(train) [146][1360/3757] lr: 9.042e-04 eta: 9:29:59 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 12.2931 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8704 loss: 1.8704 2022/06/27 06:05:20 - mmengine - INFO - Epoch(train) [146][1380/3757] lr: 9.042e-04 eta: 9:29:53 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 10.2055 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.6014 loss: 1.6014 2022/06/27 06:05:26 - mmengine - INFO - Epoch(train) [146][1400/3757] lr: 9.042e-04 eta: 9:29:48 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 10.9524 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8047 loss: 1.8047 2022/06/27 06:05:31 - mmengine - INFO - Epoch(train) [146][1420/3757] lr: 9.042e-04 eta: 9:29:43 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 10.0574 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.8952 loss: 1.8952 2022/06/27 06:05:36 - mmengine - INFO - Epoch(train) [146][1440/3757] lr: 9.042e-04 eta: 9:29:38 time: 0.266 data_time: 0.007 memory: 5036 grad_norm: 9.8903 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.0723 loss: 2.0723 2022/06/27 06:05:41 - mmengine - INFO - Epoch(train) [146][1460/3757] lr: 9.042e-04 eta: 9:29:32 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 12.9763 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7420 loss: 1.7420 2022/06/27 06:05:47 - mmengine - INFO - Epoch(train) [146][1480/3757] lr: 9.042e-04 eta: 9:29:27 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 9.4817 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6210 loss: 1.6210 2022/06/27 06:05:52 - mmengine - INFO - Epoch(train) [146][1500/3757] lr: 9.042e-04 eta: 9:29:22 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 11.2090 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7986 loss: 1.7986 2022/06/27 06:05:57 - mmengine - INFO - Epoch(train) [146][1520/3757] lr: 9.042e-04 eta: 9:29:17 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 11.7021 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.7205 loss: 1.7205 2022/06/27 06:06:03 - mmengine - INFO - Epoch(train) [146][1540/3757] lr: 9.042e-04 eta: 9:29:11 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 10.3083 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9130 loss: 1.9130 2022/06/27 06:06:08 - mmengine - INFO - Epoch(train) [146][1560/3757] lr: 9.042e-04 eta: 9:29:06 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 10.6318 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4672 loss: 1.4672 2022/06/27 06:06:13 - mmengine - INFO - Epoch(train) [146][1580/3757] lr: 9.042e-04 eta: 9:29:01 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 12.5815 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.3573 loss: 1.3573 2022/06/27 06:06:18 - mmengine - INFO - Epoch(train) [146][1600/3757] lr: 9.042e-04 eta: 9:28:56 time: 0.266 data_time: 0.007 memory: 5036 grad_norm: 10.1786 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4087 loss: 1.4087 2022/06/27 06:06:24 - mmengine - INFO - Epoch(train) [146][1620/3757] lr: 9.042e-04 eta: 9:28:50 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 9.8654 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3246 loss: 1.3246 2022/06/27 06:06:29 - mmengine - INFO - Epoch(train) [146][1640/3757] lr: 9.042e-04 eta: 9:28:45 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 11.0473 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.5771 loss: 1.5771 2022/06/27 06:06:34 - mmengine - INFO - Epoch(train) [146][1660/3757] lr: 9.042e-04 eta: 9:28:40 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 11.3970 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4688 loss: 1.4688 2022/06/27 06:06:39 - mmengine - INFO - Epoch(train) [146][1680/3757] lr: 9.042e-04 eta: 9:28:35 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 10.3422 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.5139 loss: 1.5139 2022/06/27 06:06:45 - mmengine - INFO - Epoch(train) [146][1700/3757] lr: 9.042e-04 eta: 9:28:29 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 9.7570 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7367 loss: 1.7367 2022/06/27 06:06:50 - mmengine - INFO - Epoch(train) [146][1720/3757] lr: 9.042e-04 eta: 9:28:24 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 10.6689 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.6349 loss: 1.6349 2022/06/27 06:06:55 - mmengine - INFO - Epoch(train) [146][1740/3757] lr: 9.042e-04 eta: 9:28:19 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 11.4576 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5329 loss: 1.5329 2022/06/27 06:07:00 - mmengine - INFO - Epoch(train) [146][1760/3757] lr: 9.042e-04 eta: 9:28:13 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 12.3998 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.4753 loss: 2.4753 2022/06/27 06:07:05 - mmengine - INFO - Epoch(train) [146][1780/3757] lr: 9.042e-04 eta: 9:28:08 time: 0.320 data_time: 0.007 memory: 5036 grad_norm: 11.7071 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.6685 loss: 1.6685 2022/06/27 06:07:11 - mmengine - INFO - Epoch(train) [146][1800/3757] lr: 9.042e-04 eta: 9:28:03 time: 0.251 data_time: 0.007 memory: 5036 grad_norm: 12.0591 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.6587 loss: 1.6587 2022/06/27 06:07:16 - mmengine - INFO - Epoch(train) [146][1820/3757] lr: 9.042e-04 eta: 9:27:58 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 11.0451 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7408 loss: 1.7408 2022/06/27 06:07:22 - mmengine - INFO - Epoch(train) [146][1840/3757] lr: 9.042e-04 eta: 9:27:53 time: 0.258 data_time: 0.008 memory: 5036 grad_norm: 11.1395 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.3659 loss: 1.3659 2022/06/27 06:07:27 - mmengine - INFO - Epoch(train) [146][1860/3757] lr: 9.042e-04 eta: 9:27:47 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 8.9110 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.6238 loss: 1.6238 2022/06/27 06:07:32 - mmengine - INFO - Epoch(train) [146][1880/3757] lr: 9.042e-04 eta: 9:27:42 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 13.7170 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5318 loss: 1.5318 2022/06/27 06:07:37 - mmengine - INFO - Epoch(train) [146][1900/3757] lr: 9.042e-04 eta: 9:27:37 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 8.5838 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4182 loss: 1.4182 2022/06/27 06:07:42 - mmengine - INFO - Epoch(train) [146][1920/3757] lr: 9.042e-04 eta: 9:27:31 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 10.7521 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9556 loss: 1.9556 2022/06/27 06:07:48 - mmengine - INFO - Epoch(train) [146][1940/3757] lr: 9.042e-04 eta: 9:27:26 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 9.9797 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5165 loss: 1.5165 2022/06/27 06:07:53 - mmengine - INFO - Epoch(train) [146][1960/3757] lr: 9.042e-04 eta: 9:27:21 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 11.9489 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.6509 loss: 1.6509 2022/06/27 06:07:58 - mmengine - INFO - Epoch(train) [146][1980/3757] lr: 9.042e-04 eta: 9:27:16 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 10.7433 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.7911 loss: 1.7911 2022/06/27 06:08:04 - mmengine - INFO - Epoch(train) [146][2000/3757] lr: 9.042e-04 eta: 9:27:10 time: 0.263 data_time: 0.009 memory: 5036 grad_norm: 9.8053 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4770 loss: 1.4770 2022/06/27 06:08:09 - mmengine - INFO - Epoch(train) [146][2020/3757] lr: 9.042e-04 eta: 9:27:05 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 11.4568 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.7630 loss: 1.7630 2022/06/27 06:08:14 - mmengine - INFO - Epoch(train) [146][2040/3757] lr: 9.042e-04 eta: 9:27:00 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 10.2241 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.7876 loss: 1.7876 2022/06/27 06:08:20 - mmengine - INFO - Epoch(train) [146][2060/3757] lr: 9.042e-04 eta: 9:26:55 time: 0.259 data_time: 0.011 memory: 5036 grad_norm: 12.5554 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0771 loss: 2.0771 2022/06/27 06:08:25 - mmengine - INFO - Epoch(train) [146][2080/3757] lr: 9.042e-04 eta: 9:26:49 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 12.8224 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 1.9869 loss: 1.9869 2022/06/27 06:08:30 - mmengine - INFO - Epoch(train) [146][2100/3757] lr: 9.042e-04 eta: 9:26:44 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 13.3997 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.5916 loss: 1.5916 2022/06/27 06:08:36 - mmengine - INFO - Epoch(train) [146][2120/3757] lr: 9.042e-04 eta: 9:26:39 time: 0.266 data_time: 0.009 memory: 5036 grad_norm: 11.5769 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6307 loss: 1.6307 2022/06/27 06:08:41 - mmengine - INFO - Epoch(train) [146][2140/3757] lr: 9.042e-04 eta: 9:26:34 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 12.1950 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0521 loss: 2.0521 2022/06/27 06:08:46 - mmengine - INFO - Epoch(train) [146][2160/3757] lr: 9.042e-04 eta: 9:26:28 time: 0.308 data_time: 0.022 memory: 5036 grad_norm: 12.3803 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8604 loss: 1.8604 2022/06/27 06:08:52 - mmengine - INFO - Epoch(train) [146][2180/3757] lr: 9.042e-04 eta: 9:26:23 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 9.4931 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4846 loss: 1.4846 2022/06/27 06:08:57 - mmengine - INFO - Epoch(train) [146][2200/3757] lr: 9.042e-04 eta: 9:26:18 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 10.0693 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5885 loss: 1.5885 2022/06/27 06:09:02 - mmengine - INFO - Epoch(train) [146][2220/3757] lr: 9.042e-04 eta: 9:26:13 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 10.8803 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.5930 loss: 1.5930 2022/06/27 06:09:06 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 06:09:07 - mmengine - INFO - Epoch(train) [146][2240/3757] lr: 9.042e-04 eta: 9:26:07 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 14.2651 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.8340 loss: 1.8340 2022/06/27 06:09:13 - mmengine - INFO - Epoch(train) [146][2260/3757] lr: 9.042e-04 eta: 9:26:02 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 10.3542 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9772 loss: 1.9772 2022/06/27 06:09:18 - mmengine - INFO - Epoch(train) [146][2280/3757] lr: 9.042e-04 eta: 9:25:57 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 10.5861 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8076 loss: 1.8076 2022/06/27 06:09:23 - mmengine - INFO - Epoch(train) [146][2300/3757] lr: 9.042e-04 eta: 9:25:52 time: 0.263 data_time: 0.007 memory: 5036 grad_norm: 10.4916 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0446 loss: 2.0446 2022/06/27 06:09:28 - mmengine - INFO - Epoch(train) [146][2320/3757] lr: 9.042e-04 eta: 9:25:46 time: 0.255 data_time: 0.008 memory: 5036 grad_norm: 10.8972 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6429 loss: 1.6429 2022/06/27 06:09:34 - mmengine - INFO - Epoch(train) [146][2340/3757] lr: 9.042e-04 eta: 9:25:41 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 10.8968 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5276 loss: 1.5276 2022/06/27 06:09:39 - mmengine - INFO - Epoch(train) [146][2360/3757] lr: 9.042e-04 eta: 9:25:36 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 12.2727 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.7696 loss: 1.7696 2022/06/27 06:09:44 - mmengine - INFO - Epoch(train) [146][2380/3757] lr: 9.042e-04 eta: 9:25:31 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 12.2815 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.8941 loss: 1.8941 2022/06/27 06:09:49 - mmengine - INFO - Epoch(train) [146][2400/3757] lr: 9.042e-04 eta: 9:25:25 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 10.5781 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5886 loss: 1.5886 2022/06/27 06:09:55 - mmengine - INFO - Epoch(train) [146][2420/3757] lr: 9.042e-04 eta: 9:25:20 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 10.1764 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3888 loss: 1.3888 2022/06/27 06:10:00 - mmengine - INFO - Epoch(train) [146][2440/3757] lr: 9.042e-04 eta: 9:25:15 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 13.0196 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8659 loss: 1.8659 2022/06/27 06:10:05 - mmengine - INFO - Epoch(train) [146][2460/3757] lr: 9.042e-04 eta: 9:25:09 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 10.6123 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.9631 loss: 1.9631 2022/06/27 06:10:11 - mmengine - INFO - Epoch(train) [146][2480/3757] lr: 9.042e-04 eta: 9:25:04 time: 0.253 data_time: 0.008 memory: 5036 grad_norm: 10.6362 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.9130 loss: 1.9130 2022/06/27 06:10:16 - mmengine - INFO - Epoch(train) [146][2500/3757] lr: 9.042e-04 eta: 9:24:59 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 11.6826 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7830 loss: 1.7830 2022/06/27 06:10:21 - mmengine - INFO - Epoch(train) [146][2520/3757] lr: 9.042e-04 eta: 9:24:54 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 10.6522 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.8773 loss: 1.8773 2022/06/27 06:10:26 - mmengine - INFO - Epoch(train) [146][2540/3757] lr: 9.042e-04 eta: 9:24:48 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 11.7823 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.3115 loss: 1.3115 2022/06/27 06:10:31 - mmengine - INFO - Epoch(train) [146][2560/3757] lr: 9.042e-04 eta: 9:24:43 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 11.9021 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.4465 loss: 1.4465 2022/06/27 06:10:37 - mmengine - INFO - Epoch(train) [146][2580/3757] lr: 9.042e-04 eta: 9:24:38 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 10.4049 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9012 loss: 1.9012 2022/06/27 06:10:42 - mmengine - INFO - Epoch(train) [146][2600/3757] lr: 9.042e-04 eta: 9:24:33 time: 0.266 data_time: 0.006 memory: 5036 grad_norm: 8.8592 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.6845 loss: 1.6845 2022/06/27 06:10:47 - mmengine - INFO - Epoch(train) [146][2620/3757] lr: 9.042e-04 eta: 9:24:27 time: 0.256 data_time: 0.008 memory: 5036 grad_norm: 9.0928 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5910 loss: 1.5910 2022/06/27 06:10:52 - mmengine - INFO - Epoch(train) [146][2640/3757] lr: 9.042e-04 eta: 9:24:22 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 12.3498 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.9182 loss: 1.9182 2022/06/27 06:10:58 - mmengine - INFO - Epoch(train) [146][2660/3757] lr: 9.042e-04 eta: 9:24:17 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 11.9763 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6149 loss: 1.6149 2022/06/27 06:11:03 - mmengine - INFO - Epoch(train) [146][2680/3757] lr: 9.042e-04 eta: 9:24:12 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 10.6298 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.6030 loss: 1.6030 2022/06/27 06:11:08 - mmengine - INFO - Epoch(train) [146][2700/3757] lr: 9.042e-04 eta: 9:24:06 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 10.8039 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5421 loss: 1.5421 2022/06/27 06:11:13 - mmengine - INFO - Epoch(train) [146][2720/3757] lr: 9.042e-04 eta: 9:24:01 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 10.1255 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.6800 loss: 1.6800 2022/06/27 06:11:18 - mmengine - INFO - Epoch(train) [146][2740/3757] lr: 9.042e-04 eta: 9:23:56 time: 0.258 data_time: 0.013 memory: 5036 grad_norm: 9.8677 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.7367 loss: 1.7367 2022/06/27 06:11:24 - mmengine - INFO - Epoch(train) [146][2760/3757] lr: 9.042e-04 eta: 9:23:51 time: 0.253 data_time: 0.008 memory: 5036 grad_norm: 10.1012 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8845 loss: 1.8845 2022/06/27 06:11:29 - mmengine - INFO - Epoch(train) [146][2780/3757] lr: 9.042e-04 eta: 9:23:45 time: 0.263 data_time: 0.010 memory: 5036 grad_norm: 10.7135 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.7283 loss: 1.7283 2022/06/27 06:11:34 - mmengine - INFO - Epoch(train) [146][2800/3757] lr: 9.042e-04 eta: 9:23:40 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 10.8253 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9264 loss: 1.9264 2022/06/27 06:11:39 - mmengine - INFO - Epoch(train) [146][2820/3757] lr: 9.042e-04 eta: 9:23:35 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 11.4220 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1904 loss: 2.1904 2022/06/27 06:11:45 - mmengine - INFO - Epoch(train) [146][2840/3757] lr: 9.042e-04 eta: 9:23:29 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 10.1063 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8908 loss: 1.8908 2022/06/27 06:11:50 - mmengine - INFO - Epoch(train) [146][2860/3757] lr: 9.042e-04 eta: 9:23:24 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 10.2738 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7630 loss: 1.7630 2022/06/27 06:11:55 - mmengine - INFO - Epoch(train) [146][2880/3757] lr: 9.042e-04 eta: 9:23:19 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 10.3845 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7815 loss: 1.7815 2022/06/27 06:12:01 - mmengine - INFO - Epoch(train) [146][2900/3757] lr: 9.042e-04 eta: 9:23:14 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 11.6776 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4545 loss: 1.4545 2022/06/27 06:12:06 - mmengine - INFO - Epoch(train) [146][2920/3757] lr: 9.042e-04 eta: 9:23:08 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 11.6349 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.9871 loss: 1.9871 2022/06/27 06:12:11 - mmengine - INFO - Epoch(train) [146][2940/3757] lr: 9.042e-04 eta: 9:23:03 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 10.8012 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9842 loss: 1.9842 2022/06/27 06:12:16 - mmengine - INFO - Epoch(train) [146][2960/3757] lr: 9.042e-04 eta: 9:22:58 time: 0.278 data_time: 0.023 memory: 5036 grad_norm: 10.4884 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4869 loss: 1.4869 2022/06/27 06:12:22 - mmengine - INFO - Epoch(train) [146][2980/3757] lr: 9.042e-04 eta: 9:22:53 time: 0.253 data_time: 0.008 memory: 5036 grad_norm: 11.6258 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.7512 loss: 1.7512 2022/06/27 06:12:27 - mmengine - INFO - Epoch(train) [146][3000/3757] lr: 9.042e-04 eta: 9:22:47 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 12.7474 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.7248 loss: 1.7248 2022/06/27 06:12:32 - mmengine - INFO - Epoch(train) [146][3020/3757] lr: 9.042e-04 eta: 9:22:42 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 9.0612 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9836 loss: 1.9836 2022/06/27 06:12:38 - mmengine - INFO - Epoch(train) [146][3040/3757] lr: 9.042e-04 eta: 9:22:37 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 10.5302 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8388 loss: 1.8388 2022/06/27 06:12:43 - mmengine - INFO - Epoch(train) [146][3060/3757] lr: 9.042e-04 eta: 9:22:32 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 11.8284 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2115 loss: 2.2115 2022/06/27 06:12:48 - mmengine - INFO - Epoch(train) [146][3080/3757] lr: 9.042e-04 eta: 9:22:26 time: 0.258 data_time: 0.004 memory: 5036 grad_norm: 12.6188 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7223 loss: 1.7223 2022/06/27 06:12:53 - mmengine - INFO - Epoch(train) [146][3100/3757] lr: 9.042e-04 eta: 9:22:21 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 8.8002 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5676 loss: 1.5676 2022/06/27 06:12:59 - mmengine - INFO - Epoch(train) [146][3120/3757] lr: 9.042e-04 eta: 9:22:16 time: 0.258 data_time: 0.010 memory: 5036 grad_norm: 11.4645 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7069 loss: 1.7069 2022/06/27 06:13:04 - mmengine - INFO - Epoch(train) [146][3140/3757] lr: 9.042e-04 eta: 9:22:11 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 10.2962 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4951 loss: 1.4951 2022/06/27 06:13:09 - mmengine - INFO - Epoch(train) [146][3160/3757] lr: 9.042e-04 eta: 9:22:05 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 10.0178 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.6719 loss: 1.6719 2022/06/27 06:13:14 - mmengine - INFO - Epoch(train) [146][3180/3757] lr: 9.042e-04 eta: 9:22:00 time: 0.251 data_time: 0.007 memory: 5036 grad_norm: 13.5021 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7220 loss: 1.7220 2022/06/27 06:13:20 - mmengine - INFO - Epoch(train) [146][3200/3757] lr: 9.042e-04 eta: 9:21:55 time: 0.268 data_time: 0.003 memory: 5036 grad_norm: 15.3772 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7877 loss: 1.7877 2022/06/27 06:13:25 - mmengine - INFO - Epoch(train) [146][3220/3757] lr: 9.042e-04 eta: 9:21:50 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 11.3237 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8717 loss: 1.8717 2022/06/27 06:13:29 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 06:13:30 - mmengine - INFO - Epoch(train) [146][3240/3757] lr: 9.042e-04 eta: 9:21:44 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 9.3321 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0623 loss: 2.0623 2022/06/27 06:13:35 - mmengine - INFO - Epoch(train) [146][3260/3757] lr: 9.042e-04 eta: 9:21:39 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 11.4576 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.7129 loss: 1.7129 2022/06/27 06:13:41 - mmengine - INFO - Epoch(train) [146][3280/3757] lr: 9.042e-04 eta: 9:21:34 time: 0.251 data_time: 0.009 memory: 5036 grad_norm: 11.3527 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0283 loss: 2.0283 2022/06/27 06:13:46 - mmengine - INFO - Epoch(train) [146][3300/3757] lr: 9.042e-04 eta: 9:21:29 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 11.4152 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0052 loss: 2.0052 2022/06/27 06:13:51 - mmengine - INFO - Epoch(train) [146][3320/3757] lr: 9.042e-04 eta: 9:21:23 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 10.2185 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0375 loss: 2.0375 2022/06/27 06:13:57 - mmengine - INFO - Epoch(train) [146][3340/3757] lr: 9.042e-04 eta: 9:21:18 time: 0.620 data_time: 0.026 memory: 5036 grad_norm: 11.7964 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4582 loss: 1.4582 2022/06/27 06:14:02 - mmengine - INFO - Epoch(train) [146][3360/3757] lr: 9.042e-04 eta: 9:21:13 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 10.6051 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.6436 loss: 1.6436 2022/06/27 06:14:07 - mmengine - INFO - Epoch(train) [146][3380/3757] lr: 9.042e-04 eta: 9:21:08 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 10.5991 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.6519 loss: 1.6519 2022/06/27 06:14:12 - mmengine - INFO - Epoch(train) [146][3400/3757] lr: 9.042e-04 eta: 9:21:02 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 12.7189 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5830 loss: 1.5830 2022/06/27 06:14:18 - mmengine - INFO - Epoch(train) [146][3420/3757] lr: 9.042e-04 eta: 9:20:57 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 11.9159 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.7727 loss: 1.7727 2022/06/27 06:14:23 - mmengine - INFO - Epoch(train) [146][3440/3757] lr: 9.042e-04 eta: 9:20:52 time: 0.265 data_time: 0.006 memory: 5036 grad_norm: 10.3002 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7720 loss: 1.7720 2022/06/27 06:14:28 - mmengine - INFO - Epoch(train) [146][3460/3757] lr: 9.042e-04 eta: 9:20:46 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 10.9820 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.7311 loss: 1.7311 2022/06/27 06:14:34 - mmengine - INFO - Epoch(train) [146][3480/3757] lr: 9.042e-04 eta: 9:20:41 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 14.6376 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3956 loss: 1.3956 2022/06/27 06:14:39 - mmengine - INFO - Epoch(train) [146][3500/3757] lr: 9.042e-04 eta: 9:20:36 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 10.9605 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6700 loss: 1.6700 2022/06/27 06:14:44 - mmengine - INFO - Epoch(train) [146][3520/3757] lr: 9.042e-04 eta: 9:20:31 time: 0.251 data_time: 0.007 memory: 5036 grad_norm: 10.2731 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8775 loss: 1.8775 2022/06/27 06:14:49 - mmengine - INFO - Epoch(train) [146][3540/3757] lr: 9.042e-04 eta: 9:20:25 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 10.9437 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0136 loss: 2.0136 2022/06/27 06:14:55 - mmengine - INFO - Epoch(train) [146][3560/3757] lr: 9.042e-04 eta: 9:20:20 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 10.9693 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.5638 loss: 1.5638 2022/06/27 06:15:00 - mmengine - INFO - Epoch(train) [146][3580/3757] lr: 9.042e-04 eta: 9:20:15 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 12.1779 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5627 loss: 1.5627 2022/06/27 06:15:05 - mmengine - INFO - Epoch(train) [146][3600/3757] lr: 9.042e-04 eta: 9:20:10 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 9.9075 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6179 loss: 1.6179 2022/06/27 06:15:10 - mmengine - INFO - Epoch(train) [146][3620/3757] lr: 9.042e-04 eta: 9:20:04 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 10.4531 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.4230 loss: 1.4230 2022/06/27 06:15:16 - mmengine - INFO - Epoch(train) [146][3640/3757] lr: 9.042e-04 eta: 9:19:59 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 11.8944 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6380 loss: 1.6380 2022/06/27 06:15:21 - mmengine - INFO - Epoch(train) [146][3660/3757] lr: 9.042e-04 eta: 9:19:54 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 10.5823 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6182 loss: 1.6182 2022/06/27 06:15:26 - mmengine - INFO - Epoch(train) [146][3680/3757] lr: 9.042e-04 eta: 9:19:49 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 10.5065 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.8133 loss: 1.8133 2022/06/27 06:15:31 - mmengine - INFO - Epoch(train) [146][3700/3757] lr: 9.042e-04 eta: 9:19:43 time: 0.265 data_time: 0.006 memory: 5036 grad_norm: 10.8017 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8671 loss: 1.8671 2022/06/27 06:15:37 - mmengine - INFO - Epoch(train) [146][3720/3757] lr: 9.042e-04 eta: 9:19:38 time: 0.277 data_time: 0.004 memory: 5036 grad_norm: 12.3084 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.3839 loss: 2.3839 2022/06/27 06:15:42 - mmengine - INFO - Epoch(train) [146][3740/3757] lr: 9.042e-04 eta: 9:19:33 time: 0.242 data_time: 0.006 memory: 5036 grad_norm: 9.1470 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.5486 loss: 1.5486 2022/06/27 06:15:46 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 06:15:46 - mmengine - INFO - Saving checkpoint at 146 epochs 2022/06/27 06:15:59 - mmengine - INFO - Epoch(val) [146][20/310] eta: 0:01:47 time: 0.103 data_time: 0.002 memory: 5036 2022/06/27 06:16:03 - mmengine - INFO - Epoch(val) [146][40/310] eta: 0:01:38 time: 0.104 data_time: 0.002 memory: 1723 2022/06/27 06:16:08 - mmengine - INFO - Epoch(val) [146][60/310] eta: 0:00:26 time: 0.104 data_time: 0.002 memory: 1723 2022/06/27 06:16:12 - mmengine - INFO - Epoch(val) [146][80/310] eta: 0:00:24 time: 0.109 data_time: 0.001 memory: 1723 2022/06/27 06:16:20 - mmengine - INFO - Epoch(val) [146][100/310] eta: 0:01:11 time: 0.531 data_time: 0.430 memory: 1723 2022/06/27 06:16:24 - mmengine - INFO - Epoch(val) [146][120/310] eta: 0:01:10 time: 0.105 data_time: 0.002 memory: 1723 2022/06/27 06:16:29 - mmengine - INFO - Epoch(val) [146][140/310] eta: 0:00:30 time: 0.103 data_time: 0.002 memory: 1723 2022/06/27 06:16:34 - mmengine - INFO - Epoch(val) [146][160/310] eta: 0:00:15 time: 0.109 data_time: 0.001 memory: 1723 2022/06/27 06:16:42 - mmengine - INFO - Epoch(val) [146][180/310] eta: 0:00:46 time: 1.383 data_time: 1.282 memory: 1723 2022/06/27 06:16:46 - mmengine - INFO - Epoch(val) [146][200/310] eta: 0:00:39 time: 0.108 data_time: 0.001 memory: 1723 2022/06/27 06:16:51 - mmengine - INFO - Epoch(val) [146][220/310] eta: 0:00:20 time: 0.103 data_time: 0.001 memory: 1723 2022/06/27 06:16:56 - mmengine - INFO - Epoch(val) [146][240/310] eta: 0:00:07 time: 0.108 data_time: 0.001 memory: 1723 2022/06/27 06:17:03 - mmengine - INFO - Epoch(val) [146][260/310] eta: 0:00:15 time: 1.199 data_time: 1.092 memory: 1723 2022/06/27 06:17:07 - mmengine - INFO - Epoch(val) [146][280/310] eta: 0:00:07 time: 0.111 data_time: 0.002 memory: 1723 2022/06/27 06:17:09 - mmengine - INFO - Epoch(val) [146][300/310] eta: 0:00:01 time: 0.102 data_time: 0.001 memory: 1723 2022/06/27 06:17:11 - mmengine - INFO - Epoch(val) [146][310/310] acc/top1: 0.5973 acc/top5: 0.8181 acc/mean1: 0.5973 2022/06/27 06:17:21 - mmengine - INFO - Epoch(train) [147][20/3757] lr: 8.548e-04 eta: 9:19:24 time: 0.257 data_time: 0.004 memory: 5036 grad_norm: 8.7972 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8740 loss: 1.8740 2022/06/27 06:17:26 - mmengine - INFO - Epoch(train) [147][40/3757] lr: 8.548e-04 eta: 9:19:18 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 9.8065 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5965 loss: 1.5965 2022/06/27 06:17:31 - mmengine - INFO - Epoch(train) [147][60/3757] lr: 8.548e-04 eta: 9:19:13 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 12.5715 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5885 loss: 1.5885 2022/06/27 06:17:37 - mmengine - INFO - Epoch(train) [147][80/3757] lr: 8.548e-04 eta: 9:19:08 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 12.3363 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4240 loss: 1.4240 2022/06/27 06:17:42 - mmengine - INFO - Epoch(train) [147][100/3757] lr: 8.548e-04 eta: 9:19:03 time: 0.266 data_time: 0.003 memory: 5036 grad_norm: 11.5703 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4749 loss: 1.4749 2022/06/27 06:17:48 - mmengine - INFO - Epoch(train) [147][120/3757] lr: 8.548e-04 eta: 9:18:58 time: 0.262 data_time: 0.004 memory: 5036 grad_norm: 10.8742 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5548 loss: 1.5548 2022/06/27 06:17:53 - mmengine - INFO - Epoch(train) [147][140/3757] lr: 8.548e-04 eta: 9:18:52 time: 0.250 data_time: 0.005 memory: 5036 grad_norm: 11.1024 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7453 loss: 1.7453 2022/06/27 06:17:59 - mmengine - INFO - Epoch(train) [147][160/3757] lr: 8.548e-04 eta: 9:18:47 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 9.4057 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.6521 loss: 1.6521 2022/06/27 06:18:04 - mmengine - INFO - Epoch(train) [147][180/3757] lr: 8.548e-04 eta: 9:18:42 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 14.0977 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 1.6339 loss: 1.6339 2022/06/27 06:18:10 - mmengine - INFO - Epoch(train) [147][200/3757] lr: 8.548e-04 eta: 9:18:37 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 10.9351 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1472 loss: 2.1472 2022/06/27 06:18:15 - mmengine - INFO - Epoch(train) [147][220/3757] lr: 8.548e-04 eta: 9:18:31 time: 0.256 data_time: 0.004 memory: 5036 grad_norm: 10.9564 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.6078 loss: 1.6078 2022/06/27 06:18:20 - mmengine - INFO - Epoch(train) [147][240/3757] lr: 8.548e-04 eta: 9:18:26 time: 0.251 data_time: 0.008 memory: 5036 grad_norm: 9.7270 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.5820 loss: 1.5820 2022/06/27 06:18:26 - mmengine - INFO - Epoch(train) [147][260/3757] lr: 8.548e-04 eta: 9:18:21 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 11.0591 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9088 loss: 1.9088 2022/06/27 06:18:31 - mmengine - INFO - Epoch(train) [147][280/3757] lr: 8.548e-04 eta: 9:18:16 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 9.7149 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.7456 loss: 1.7456 2022/06/27 06:18:36 - mmengine - INFO - Epoch(train) [147][300/3757] lr: 8.548e-04 eta: 9:18:10 time: 0.263 data_time: 0.007 memory: 5036 grad_norm: 12.8089 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4509 loss: 1.4509 2022/06/27 06:18:42 - mmengine - INFO - Epoch(train) [147][320/3757] lr: 8.548e-04 eta: 9:18:05 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 11.9938 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8931 loss: 1.8931 2022/06/27 06:18:47 - mmengine - INFO - Epoch(train) [147][340/3757] lr: 8.548e-04 eta: 9:18:00 time: 0.272 data_time: 0.004 memory: 5036 grad_norm: 10.3675 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6507 loss: 1.6507 2022/06/27 06:18:52 - mmengine - INFO - Epoch(train) [147][360/3757] lr: 8.548e-04 eta: 9:17:55 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 13.2630 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.7377 loss: 1.7377 2022/06/27 06:18:57 - mmengine - INFO - Epoch(train) [147][380/3757] lr: 8.548e-04 eta: 9:17:49 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 10.3371 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.4204 loss: 1.4204 2022/06/27 06:19:03 - mmengine - INFO - Epoch(train) [147][400/3757] lr: 8.548e-04 eta: 9:17:44 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 11.0735 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.4331 loss: 1.4331 2022/06/27 06:19:08 - mmengine - INFO - Epoch(train) [147][420/3757] lr: 8.548e-04 eta: 9:17:39 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 10.8697 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8079 loss: 1.8079 2022/06/27 06:19:13 - mmengine - INFO - Epoch(train) [147][440/3757] lr: 8.548e-04 eta: 9:17:34 time: 0.251 data_time: 0.004 memory: 5036 grad_norm: 8.9715 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0147 loss: 2.0147 2022/06/27 06:19:19 - mmengine - INFO - Epoch(train) [147][460/3757] lr: 8.548e-04 eta: 9:17:28 time: 0.267 data_time: 0.010 memory: 5036 grad_norm: 10.9536 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8202 loss: 1.8202 2022/06/27 06:19:23 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 06:19:24 - mmengine - INFO - Epoch(train) [147][480/3757] lr: 8.548e-04 eta: 9:17:23 time: 0.250 data_time: 0.004 memory: 5036 grad_norm: 11.3373 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6492 loss: 1.6492 2022/06/27 06:19:29 - mmengine - INFO - Epoch(train) [147][500/3757] lr: 8.548e-04 eta: 9:17:18 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 10.3526 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.8434 loss: 1.8434 2022/06/27 06:19:34 - mmengine - INFO - Epoch(train) [147][520/3757] lr: 8.548e-04 eta: 9:17:13 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 13.0164 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.9989 loss: 1.9989 2022/06/27 06:19:40 - mmengine - INFO - Epoch(train) [147][540/3757] lr: 8.548e-04 eta: 9:17:07 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 12.5575 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3935 loss: 1.3935 2022/06/27 06:19:45 - mmengine - INFO - Epoch(train) [147][560/3757] lr: 8.548e-04 eta: 9:17:02 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 10.4128 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6704 loss: 1.6704 2022/06/27 06:19:51 - mmengine - INFO - Epoch(train) [147][580/3757] lr: 8.548e-04 eta: 9:16:57 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 12.7425 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5614 loss: 1.5614 2022/06/27 06:19:56 - mmengine - INFO - Epoch(train) [147][600/3757] lr: 8.548e-04 eta: 9:16:52 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 10.7523 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7687 loss: 1.7687 2022/06/27 06:20:01 - mmengine - INFO - Epoch(train) [147][620/3757] lr: 8.548e-04 eta: 9:16:46 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 11.0001 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7815 loss: 1.7815 2022/06/27 06:20:06 - mmengine - INFO - Epoch(train) [147][640/3757] lr: 8.548e-04 eta: 9:16:41 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 11.1749 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7887 loss: 1.7887 2022/06/27 06:20:12 - mmengine - INFO - Epoch(train) [147][660/3757] lr: 8.548e-04 eta: 9:16:36 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 13.0711 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6648 loss: 1.6648 2022/06/27 06:20:17 - mmengine - INFO - Epoch(train) [147][680/3757] lr: 8.548e-04 eta: 9:16:31 time: 0.314 data_time: 0.006 memory: 5036 grad_norm: 11.4858 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.7461 loss: 1.7461 2022/06/27 06:20:22 - mmengine - INFO - Epoch(train) [147][700/3757] lr: 8.548e-04 eta: 9:16:25 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 11.5965 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8149 loss: 1.8149 2022/06/27 06:20:27 - mmengine - INFO - Epoch(train) [147][720/3757] lr: 8.548e-04 eta: 9:16:20 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 11.4697 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.8442 loss: 1.8442 2022/06/27 06:20:33 - mmengine - INFO - Epoch(train) [147][740/3757] lr: 8.548e-04 eta: 9:16:15 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 10.0226 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.6011 loss: 1.6011 2022/06/27 06:20:38 - mmengine - INFO - Epoch(train) [147][760/3757] lr: 8.548e-04 eta: 9:16:10 time: 0.270 data_time: 0.003 memory: 5036 grad_norm: 11.3116 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.8191 loss: 1.8191 2022/06/27 06:20:43 - mmengine - INFO - Epoch(train) [147][780/3757] lr: 8.548e-04 eta: 9:16:04 time: 0.273 data_time: 0.007 memory: 5036 grad_norm: 10.4812 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.3909 loss: 1.3909 2022/06/27 06:20:48 - mmengine - INFO - Epoch(train) [147][800/3757] lr: 8.548e-04 eta: 9:15:59 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 11.6781 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9543 loss: 1.9543 2022/06/27 06:20:54 - mmengine - INFO - Epoch(train) [147][820/3757] lr: 8.548e-04 eta: 9:15:54 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 10.5484 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.8156 loss: 1.8156 2022/06/27 06:20:59 - mmengine - INFO - Epoch(train) [147][840/3757] lr: 8.548e-04 eta: 9:15:49 time: 0.253 data_time: 0.008 memory: 5036 grad_norm: 13.4330 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0829 loss: 2.0829 2022/06/27 06:21:04 - mmengine - INFO - Epoch(train) [147][860/3757] lr: 8.548e-04 eta: 9:15:43 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 12.4052 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.7422 loss: 1.7422 2022/06/27 06:21:10 - mmengine - INFO - Epoch(train) [147][880/3757] lr: 8.548e-04 eta: 9:15:38 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 11.1679 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8074 loss: 1.8074 2022/06/27 06:21:15 - mmengine - INFO - Epoch(train) [147][900/3757] lr: 8.548e-04 eta: 9:15:33 time: 0.268 data_time: 0.006 memory: 5036 grad_norm: 11.7851 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.8573 loss: 1.8573 2022/06/27 06:21:20 - mmengine - INFO - Epoch(train) [147][920/3757] lr: 8.548e-04 eta: 9:15:28 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 10.8249 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.7333 loss: 1.7333 2022/06/27 06:21:25 - mmengine - INFO - Epoch(train) [147][940/3757] lr: 8.548e-04 eta: 9:15:22 time: 0.265 data_time: 0.006 memory: 5036 grad_norm: 11.7664 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0531 loss: 2.0531 2022/06/27 06:21:31 - mmengine - INFO - Epoch(train) [147][960/3757] lr: 8.548e-04 eta: 9:15:17 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 10.6511 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.0881 loss: 2.0881 2022/06/27 06:21:36 - mmengine - INFO - Epoch(train) [147][980/3757] lr: 8.548e-04 eta: 9:15:12 time: 0.259 data_time: 0.004 memory: 5036 grad_norm: 12.4980 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.4138 loss: 1.4138 2022/06/27 06:21:41 - mmengine - INFO - Epoch(train) [147][1000/3757] lr: 8.548e-04 eta: 9:15:07 time: 0.250 data_time: 0.007 memory: 5036 grad_norm: 10.5610 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.7402 loss: 1.7402 2022/06/27 06:21:47 - mmengine - INFO - Epoch(train) [147][1020/3757] lr: 8.548e-04 eta: 9:15:01 time: 0.256 data_time: 0.012 memory: 5036 grad_norm: 12.4926 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.6249 loss: 1.6249 2022/06/27 06:21:52 - mmengine - INFO - Epoch(train) [147][1040/3757] lr: 8.548e-04 eta: 9:14:56 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 11.8276 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.7847 loss: 1.7847 2022/06/27 06:21:57 - mmengine - INFO - Epoch(train) [147][1060/3757] lr: 8.548e-04 eta: 9:14:51 time: 0.267 data_time: 0.004 memory: 5036 grad_norm: 10.3299 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8420 loss: 1.8420 2022/06/27 06:22:02 - mmengine - INFO - Epoch(train) [147][1080/3757] lr: 8.548e-04 eta: 9:14:45 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 11.4249 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3944 loss: 1.3944 2022/06/27 06:22:08 - mmengine - INFO - Epoch(train) [147][1100/3757] lr: 8.548e-04 eta: 9:14:40 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 12.1166 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6809 loss: 1.6809 2022/06/27 06:22:13 - mmengine - INFO - Epoch(train) [147][1120/3757] lr: 8.548e-04 eta: 9:14:35 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 11.3280 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.9721 loss: 1.9721 2022/06/27 06:22:18 - mmengine - INFO - Epoch(train) [147][1140/3757] lr: 8.548e-04 eta: 9:14:30 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 8.9205 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8344 loss: 1.8344 2022/06/27 06:22:23 - mmengine - INFO - Epoch(train) [147][1160/3757] lr: 8.548e-04 eta: 9:14:24 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 12.8846 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3359 loss: 1.3359 2022/06/27 06:22:29 - mmengine - INFO - Epoch(train) [147][1180/3757] lr: 8.548e-04 eta: 9:14:19 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 11.1376 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.7295 loss: 1.7295 2022/06/27 06:22:34 - mmengine - INFO - Epoch(train) [147][1200/3757] lr: 8.548e-04 eta: 9:14:14 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 9.1485 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.7776 loss: 1.7776 2022/06/27 06:22:39 - mmengine - INFO - Epoch(train) [147][1220/3757] lr: 8.548e-04 eta: 9:14:09 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 9.2745 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.7526 loss: 1.7526 2022/06/27 06:22:45 - mmengine - INFO - Epoch(train) [147][1240/3757] lr: 8.548e-04 eta: 9:14:03 time: 0.270 data_time: 0.007 memory: 5036 grad_norm: 14.7688 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0769 loss: 2.0769 2022/06/27 06:22:50 - mmengine - INFO - Epoch(train) [147][1260/3757] lr: 8.548e-04 eta: 9:13:58 time: 0.264 data_time: 0.007 memory: 5036 grad_norm: 10.9739 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.5976 loss: 1.5976 2022/06/27 06:22:55 - mmengine - INFO - Epoch(train) [147][1280/3757] lr: 8.548e-04 eta: 9:13:53 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 11.1844 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8889 loss: 1.8889 2022/06/27 06:23:01 - mmengine - INFO - Epoch(train) [147][1300/3757] lr: 8.548e-04 eta: 9:13:48 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 11.4569 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.5553 loss: 1.5553 2022/06/27 06:23:06 - mmengine - INFO - Epoch(train) [147][1320/3757] lr: 8.548e-04 eta: 9:13:42 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 11.9139 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6687 loss: 1.6687 2022/06/27 06:23:11 - mmengine - INFO - Epoch(train) [147][1340/3757] lr: 8.548e-04 eta: 9:13:37 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 11.4277 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6938 loss: 1.6938 2022/06/27 06:23:16 - mmengine - INFO - Epoch(train) [147][1360/3757] lr: 8.548e-04 eta: 9:13:32 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 11.4524 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.5128 loss: 1.5128 2022/06/27 06:23:22 - mmengine - INFO - Epoch(train) [147][1380/3757] lr: 8.548e-04 eta: 9:13:27 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 10.2518 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8142 loss: 1.8142 2022/06/27 06:23:27 - mmengine - INFO - Epoch(train) [147][1400/3757] lr: 8.548e-04 eta: 9:13:21 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 14.2062 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0031 loss: 2.0031 2022/06/27 06:23:32 - mmengine - INFO - Epoch(train) [147][1420/3757] lr: 8.548e-04 eta: 9:13:16 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 10.7786 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1791 loss: 2.1791 2022/06/27 06:23:37 - mmengine - INFO - Epoch(train) [147][1440/3757] lr: 8.548e-04 eta: 9:13:11 time: 0.343 data_time: 0.003 memory: 5036 grad_norm: 13.7284 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1681 loss: 2.1681 2022/06/27 06:23:42 - mmengine - INFO - Epoch(train) [147][1460/3757] lr: 8.548e-04 eta: 9:13:06 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 10.9535 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4213 loss: 1.4213 2022/06/27 06:23:47 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 06:23:48 - mmengine - INFO - Epoch(train) [147][1480/3757] lr: 8.548e-04 eta: 9:13:00 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 10.6724 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.8283 loss: 1.8283 2022/06/27 06:23:53 - mmengine - INFO - Epoch(train) [147][1500/3757] lr: 8.548e-04 eta: 9:12:55 time: 0.249 data_time: 0.004 memory: 5036 grad_norm: 10.1448 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9667 loss: 1.9667 2022/06/27 06:23:58 - mmengine - INFO - Epoch(train) [147][1520/3757] lr: 8.548e-04 eta: 9:12:50 time: 0.258 data_time: 0.010 memory: 5036 grad_norm: 9.1410 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5590 loss: 1.5590 2022/06/27 06:24:04 - mmengine - INFO - Epoch(train) [147][1540/3757] lr: 8.548e-04 eta: 9:12:45 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 13.1183 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 1.8638 loss: 1.8638 2022/06/27 06:24:09 - mmengine - INFO - Epoch(train) [147][1560/3757] lr: 8.548e-04 eta: 9:12:39 time: 0.251 data_time: 0.007 memory: 5036 grad_norm: 10.5619 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8783 loss: 1.8783 2022/06/27 06:24:14 - mmengine - INFO - Epoch(train) [147][1580/3757] lr: 8.548e-04 eta: 9:12:34 time: 0.259 data_time: 0.010 memory: 5036 grad_norm: 9.5662 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.3039 loss: 1.3039 2022/06/27 06:24:19 - mmengine - INFO - Epoch(train) [147][1600/3757] lr: 8.548e-04 eta: 9:12:29 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 11.0941 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.7727 loss: 1.7727 2022/06/27 06:24:25 - mmengine - INFO - Epoch(train) [147][1620/3757] lr: 8.548e-04 eta: 9:12:23 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 10.9164 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0107 loss: 2.0107 2022/06/27 06:24:30 - mmengine - INFO - Epoch(train) [147][1640/3757] lr: 8.548e-04 eta: 9:12:18 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 10.5735 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.8137 loss: 1.8137 2022/06/27 06:24:35 - mmengine - INFO - Epoch(train) [147][1660/3757] lr: 8.548e-04 eta: 9:12:13 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 9.6821 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.8237 loss: 1.8237 2022/06/27 06:24:41 - mmengine - INFO - Epoch(train) [147][1680/3757] lr: 8.548e-04 eta: 9:12:08 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 12.2601 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5136 loss: 1.5136 2022/06/27 06:24:46 - mmengine - INFO - Epoch(train) [147][1700/3757] lr: 8.548e-04 eta: 9:12:02 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 10.6827 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.6025 loss: 1.6025 2022/06/27 06:24:51 - mmengine - INFO - Epoch(train) [147][1720/3757] lr: 8.548e-04 eta: 9:11:57 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 11.9578 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.9386 loss: 1.9386 2022/06/27 06:24:56 - mmengine - INFO - Epoch(train) [147][1740/3757] lr: 8.548e-04 eta: 9:11:52 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 11.1089 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6257 loss: 1.6257 2022/06/27 06:25:02 - mmengine - INFO - Epoch(train) [147][1760/3757] lr: 8.548e-04 eta: 9:11:47 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 9.5880 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.9983 loss: 1.9983 2022/06/27 06:25:07 - mmengine - INFO - Epoch(train) [147][1780/3757] lr: 8.548e-04 eta: 9:11:41 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 10.5584 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9151 loss: 1.9151 2022/06/27 06:25:12 - mmengine - INFO - Epoch(train) [147][1800/3757] lr: 8.548e-04 eta: 9:11:36 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 11.1932 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 1.8913 loss: 1.8913 2022/06/27 06:25:18 - mmengine - INFO - Epoch(train) [147][1820/3757] lr: 8.548e-04 eta: 9:11:31 time: 0.272 data_time: 0.003 memory: 5036 grad_norm: 10.8488 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6894 loss: 1.6894 2022/06/27 06:25:23 - mmengine - INFO - Epoch(train) [147][1840/3757] lr: 8.548e-04 eta: 9:11:26 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 11.6189 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.7193 loss: 1.7193 2022/06/27 06:25:28 - mmengine - INFO - Epoch(train) [147][1860/3757] lr: 8.548e-04 eta: 9:11:20 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 10.8635 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7908 loss: 1.7908 2022/06/27 06:25:33 - mmengine - INFO - Epoch(train) [147][1880/3757] lr: 8.548e-04 eta: 9:11:15 time: 0.261 data_time: 0.009 memory: 5036 grad_norm: 11.0255 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5870 loss: 1.5870 2022/06/27 06:25:39 - mmengine - INFO - Epoch(train) [147][1900/3757] lr: 8.548e-04 eta: 9:11:10 time: 0.264 data_time: 0.006 memory: 5036 grad_norm: 12.3648 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.9030 loss: 1.9030 2022/06/27 06:25:44 - mmengine - INFO - Epoch(train) [147][1920/3757] lr: 8.548e-04 eta: 9:11:05 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 11.6197 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1374 loss: 2.1374 2022/06/27 06:25:49 - mmengine - INFO - Epoch(train) [147][1940/3757] lr: 8.548e-04 eta: 9:10:59 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 10.8468 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2001 loss: 1.2001 2022/06/27 06:25:54 - mmengine - INFO - Epoch(train) [147][1960/3757] lr: 8.548e-04 eta: 9:10:54 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 10.0406 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.6437 loss: 1.6437 2022/06/27 06:26:00 - mmengine - INFO - Epoch(train) [147][1980/3757] lr: 8.548e-04 eta: 9:10:49 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 11.1471 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.6584 loss: 1.6584 2022/06/27 06:26:05 - mmengine - INFO - Epoch(train) [147][2000/3757] lr: 8.548e-04 eta: 9:10:44 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 11.5138 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8769 loss: 1.8769 2022/06/27 06:26:11 - mmengine - INFO - Epoch(train) [147][2020/3757] lr: 8.548e-04 eta: 9:10:38 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 12.1959 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.1062 loss: 2.1062 2022/06/27 06:26:16 - mmengine - INFO - Epoch(train) [147][2040/3757] lr: 8.548e-04 eta: 9:10:33 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 10.3305 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4062 loss: 1.4062 2022/06/27 06:26:21 - mmengine - INFO - Epoch(train) [147][2060/3757] lr: 8.548e-04 eta: 9:10:28 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 12.4232 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6505 loss: 1.6505 2022/06/27 06:26:26 - mmengine - INFO - Epoch(train) [147][2080/3757] lr: 8.548e-04 eta: 9:10:23 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 10.2486 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7696 loss: 1.7696 2022/06/27 06:26:32 - mmengine - INFO - Epoch(train) [147][2100/3757] lr: 8.548e-04 eta: 9:10:17 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 10.1508 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0426 loss: 2.0426 2022/06/27 06:26:37 - mmengine - INFO - Epoch(train) [147][2120/3757] lr: 8.548e-04 eta: 9:10:12 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 10.2756 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6675 loss: 1.6675 2022/06/27 06:26:42 - mmengine - INFO - Epoch(train) [147][2140/3757] lr: 8.548e-04 eta: 9:10:07 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 9.8043 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1994 loss: 2.1994 2022/06/27 06:26:47 - mmengine - INFO - Epoch(train) [147][2160/3757] lr: 8.548e-04 eta: 9:10:02 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 9.7869 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4888 loss: 1.4888 2022/06/27 06:26:52 - mmengine - INFO - Epoch(train) [147][2180/3757] lr: 8.548e-04 eta: 9:09:56 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 11.8821 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.0904 loss: 2.0904 2022/06/27 06:26:58 - mmengine - INFO - Epoch(train) [147][2200/3757] lr: 8.548e-04 eta: 9:09:51 time: 0.348 data_time: 0.007 memory: 5036 grad_norm: 10.6316 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7668 loss: 1.7668 2022/06/27 06:27:03 - mmengine - INFO - Epoch(train) [147][2220/3757] lr: 8.548e-04 eta: 9:09:46 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 10.5986 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6474 loss: 1.6474 2022/06/27 06:27:08 - mmengine - INFO - Epoch(train) [147][2240/3757] lr: 8.548e-04 eta: 9:09:41 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 10.9098 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7635 loss: 1.7635 2022/06/27 06:27:13 - mmengine - INFO - Epoch(train) [147][2260/3757] lr: 8.548e-04 eta: 9:09:35 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 12.2167 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6973 loss: 1.6973 2022/06/27 06:27:19 - mmengine - INFO - Epoch(train) [147][2280/3757] lr: 8.548e-04 eta: 9:09:30 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 9.8750 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8101 loss: 1.8101 2022/06/27 06:27:24 - mmengine - INFO - Epoch(train) [147][2300/3757] lr: 8.548e-04 eta: 9:09:25 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 12.8773 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.5626 loss: 1.5626 2022/06/27 06:27:29 - mmengine - INFO - Epoch(train) [147][2320/3757] lr: 8.548e-04 eta: 9:09:19 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 10.5025 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4262 loss: 1.4262 2022/06/27 06:27:34 - mmengine - INFO - Epoch(train) [147][2340/3757] lr: 8.548e-04 eta: 9:09:14 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 11.7465 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9797 loss: 1.9797 2022/06/27 06:27:40 - mmengine - INFO - Epoch(train) [147][2360/3757] lr: 8.548e-04 eta: 9:09:09 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 11.8816 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.8500 loss: 1.8500 2022/06/27 06:27:45 - mmengine - INFO - Epoch(train) [147][2380/3757] lr: 8.548e-04 eta: 9:09:04 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 9.5221 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.5783 loss: 1.5783 2022/06/27 06:27:50 - mmengine - INFO - Epoch(train) [147][2400/3757] lr: 8.548e-04 eta: 9:08:58 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 11.0141 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4091 loss: 1.4091 2022/06/27 06:27:55 - mmengine - INFO - Epoch(train) [147][2420/3757] lr: 8.548e-04 eta: 9:08:53 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 11.8521 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.9246 loss: 1.9246 2022/06/27 06:28:01 - mmengine - INFO - Epoch(train) [147][2440/3757] lr: 8.548e-04 eta: 9:08:48 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 9.3004 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8739 loss: 1.8739 2022/06/27 06:28:06 - mmengine - INFO - Epoch(train) [147][2460/3757] lr: 8.548e-04 eta: 9:08:43 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 11.5795 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.6073 loss: 1.6073 2022/06/27 06:28:10 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 06:28:11 - mmengine - INFO - Epoch(train) [147][2480/3757] lr: 8.548e-04 eta: 9:08:37 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 10.0702 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.8425 loss: 1.8425 2022/06/27 06:28:16 - mmengine - INFO - Epoch(train) [147][2500/3757] lr: 8.548e-04 eta: 9:08:32 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 9.7693 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.0641 loss: 2.0641 2022/06/27 06:28:21 - mmengine - INFO - Epoch(train) [147][2520/3757] lr: 8.548e-04 eta: 9:08:27 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 12.4147 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.8355 loss: 1.8355 2022/06/27 06:28:27 - mmengine - INFO - Epoch(train) [147][2540/3757] lr: 8.548e-04 eta: 9:08:22 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 9.7168 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 1.6747 loss: 1.6747 2022/06/27 06:28:32 - mmengine - INFO - Epoch(train) [147][2560/3757] lr: 8.548e-04 eta: 9:08:16 time: 0.261 data_time: 0.010 memory: 5036 grad_norm: 10.6616 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9589 loss: 1.9589 2022/06/27 06:28:37 - mmengine - INFO - Epoch(train) [147][2580/3757] lr: 8.548e-04 eta: 9:08:11 time: 0.270 data_time: 0.007 memory: 5036 grad_norm: 11.3576 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.5485 loss: 1.5485 2022/06/27 06:28:43 - mmengine - INFO - Epoch(train) [147][2600/3757] lr: 8.548e-04 eta: 9:08:06 time: 0.250 data_time: 0.004 memory: 5036 grad_norm: 11.9689 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1892 loss: 2.1892 2022/06/27 06:28:48 - mmengine - INFO - Epoch(train) [147][2620/3757] lr: 8.548e-04 eta: 9:08:01 time: 0.275 data_time: 0.028 memory: 5036 grad_norm: 11.5160 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4896 loss: 1.4896 2022/06/27 06:28:53 - mmengine - INFO - Epoch(train) [147][2640/3757] lr: 8.548e-04 eta: 9:07:55 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 12.5768 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.7287 loss: 1.7287 2022/06/27 06:28:59 - mmengine - INFO - Epoch(train) [147][2660/3757] lr: 8.548e-04 eta: 9:07:50 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 13.9596 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0782 loss: 2.0782 2022/06/27 06:29:04 - mmengine - INFO - Epoch(train) [147][2680/3757] lr: 8.548e-04 eta: 9:07:45 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 9.3399 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.9718 loss: 1.9718 2022/06/27 06:29:09 - mmengine - INFO - Epoch(train) [147][2700/3757] lr: 8.548e-04 eta: 9:07:39 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 11.8241 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4939 loss: 1.4939 2022/06/27 06:29:14 - mmengine - INFO - Epoch(train) [147][2720/3757] lr: 8.548e-04 eta: 9:07:34 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 12.1436 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.7797 loss: 1.7797 2022/06/27 06:29:20 - mmengine - INFO - Epoch(train) [147][2740/3757] lr: 8.548e-04 eta: 9:07:29 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 12.8214 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5983 loss: 1.5983 2022/06/27 06:29:25 - mmengine - INFO - Epoch(train) [147][2760/3757] lr: 8.548e-04 eta: 9:07:24 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 10.1193 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6550 loss: 1.6550 2022/06/27 06:29:30 - mmengine - INFO - Epoch(train) [147][2780/3757] lr: 8.548e-04 eta: 9:07:18 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 10.3855 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8758 loss: 1.8758 2022/06/27 06:29:35 - mmengine - INFO - Epoch(train) [147][2800/3757] lr: 8.548e-04 eta: 9:07:13 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 11.4353 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.7266 loss: 1.7266 2022/06/27 06:29:40 - mmengine - INFO - Epoch(train) [147][2820/3757] lr: 8.548e-04 eta: 9:07:08 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 11.7919 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9447 loss: 1.9447 2022/06/27 06:29:46 - mmengine - INFO - Epoch(train) [147][2840/3757] lr: 8.548e-04 eta: 9:07:03 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 11.8664 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.4324 loss: 1.4324 2022/06/27 06:29:51 - mmengine - INFO - Epoch(train) [147][2860/3757] lr: 8.548e-04 eta: 9:06:57 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 11.5765 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.7838 loss: 1.7838 2022/06/27 06:29:56 - mmengine - INFO - Epoch(train) [147][2880/3757] lr: 8.548e-04 eta: 9:06:52 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 13.7797 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6609 loss: 1.6609 2022/06/27 06:30:01 - mmengine - INFO - Epoch(train) [147][2900/3757] lr: 8.548e-04 eta: 9:06:47 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 8.7247 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8277 loss: 1.8277 2022/06/27 06:30:07 - mmengine - INFO - Epoch(train) [147][2920/3757] lr: 8.548e-04 eta: 9:06:42 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 12.6284 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.7175 loss: 1.7175 2022/06/27 06:30:12 - mmengine - INFO - Epoch(train) [147][2940/3757] lr: 8.548e-04 eta: 9:06:36 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 10.5272 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.9034 loss: 1.9034 2022/06/27 06:30:17 - mmengine - INFO - Epoch(train) [147][2960/3757] lr: 8.548e-04 eta: 9:06:31 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 11.2722 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.8706 loss: 1.8706 2022/06/27 06:30:23 - mmengine - INFO - Epoch(train) [147][2980/3757] lr: 8.548e-04 eta: 9:06:26 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 12.8076 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.6889 loss: 1.6889 2022/06/27 06:30:28 - mmengine - INFO - Epoch(train) [147][3000/3757] lr: 8.548e-04 eta: 9:06:21 time: 0.596 data_time: 0.009 memory: 5036 grad_norm: 10.4237 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5339 loss: 1.5339 2022/06/27 06:30:33 - mmengine - INFO - Epoch(train) [147][3020/3757] lr: 8.548e-04 eta: 9:06:15 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 8.9810 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3865 loss: 1.3865 2022/06/27 06:30:39 - mmengine - INFO - Epoch(train) [147][3040/3757] lr: 8.548e-04 eta: 9:06:10 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 9.7702 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9945 loss: 1.9945 2022/06/27 06:30:44 - mmengine - INFO - Epoch(train) [147][3060/3757] lr: 8.548e-04 eta: 9:06:05 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 11.4919 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7306 loss: 1.7306 2022/06/27 06:30:49 - mmengine - INFO - Epoch(train) [147][3080/3757] lr: 8.548e-04 eta: 9:06:00 time: 0.251 data_time: 0.007 memory: 5036 grad_norm: 10.2079 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.6163 loss: 1.6163 2022/06/27 06:30:54 - mmengine - INFO - Epoch(train) [147][3100/3757] lr: 8.548e-04 eta: 9:05:54 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 9.0674 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9898 loss: 1.9898 2022/06/27 06:30:59 - mmengine - INFO - Epoch(train) [147][3120/3757] lr: 8.548e-04 eta: 9:05:49 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 9.5833 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.7550 loss: 1.7550 2022/06/27 06:31:05 - mmengine - INFO - Epoch(train) [147][3140/3757] lr: 8.548e-04 eta: 9:05:44 time: 0.260 data_time: 0.009 memory: 5036 grad_norm: 11.2726 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7981 loss: 1.7981 2022/06/27 06:31:10 - mmengine - INFO - Epoch(train) [147][3160/3757] lr: 8.548e-04 eta: 9:05:38 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 12.7000 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6424 loss: 1.6424 2022/06/27 06:31:15 - mmengine - INFO - Epoch(train) [147][3180/3757] lr: 8.548e-04 eta: 9:05:33 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 12.8156 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9640 loss: 1.9640 2022/06/27 06:31:21 - mmengine - INFO - Epoch(train) [147][3200/3757] lr: 8.548e-04 eta: 9:05:28 time: 0.266 data_time: 0.007 memory: 5036 grad_norm: 12.6133 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.0745 loss: 2.0745 2022/06/27 06:31:26 - mmengine - INFO - Epoch(train) [147][3220/3757] lr: 8.548e-04 eta: 9:05:23 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 11.7522 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.6659 loss: 1.6659 2022/06/27 06:31:31 - mmengine - INFO - Epoch(train) [147][3240/3757] lr: 8.548e-04 eta: 9:05:18 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 11.2060 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.8522 loss: 1.8522 2022/06/27 06:31:37 - mmengine - INFO - Epoch(train) [147][3260/3757] lr: 8.548e-04 eta: 9:05:12 time: 0.251 data_time: 0.007 memory: 5036 grad_norm: 10.8708 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5307 loss: 1.5307 2022/06/27 06:31:42 - mmengine - INFO - Epoch(train) [147][3280/3757] lr: 8.548e-04 eta: 9:05:07 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 12.7764 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9578 loss: 1.9578 2022/06/27 06:31:47 - mmengine - INFO - Epoch(train) [147][3300/3757] lr: 8.548e-04 eta: 9:05:02 time: 0.257 data_time: 0.010 memory: 5036 grad_norm: 10.0536 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.4162 loss: 1.4162 2022/06/27 06:31:52 - mmengine - INFO - Epoch(train) [147][3320/3757] lr: 8.548e-04 eta: 9:04:56 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 11.4348 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.6158 loss: 1.6158 2022/06/27 06:31:58 - mmengine - INFO - Epoch(train) [147][3340/3757] lr: 8.548e-04 eta: 9:04:51 time: 0.251 data_time: 0.007 memory: 5036 grad_norm: 12.0726 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6755 loss: 1.6755 2022/06/27 06:32:03 - mmengine - INFO - Epoch(train) [147][3360/3757] lr: 8.548e-04 eta: 9:04:46 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 10.9592 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6138 loss: 1.6138 2022/06/27 06:32:08 - mmengine - INFO - Epoch(train) [147][3380/3757] lr: 8.548e-04 eta: 9:04:41 time: 0.317 data_time: 0.019 memory: 5036 grad_norm: 11.7512 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.2932 loss: 1.2932 2022/06/27 06:32:13 - mmengine - INFO - Epoch(train) [147][3400/3757] lr: 8.548e-04 eta: 9:04:35 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 11.8053 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5742 loss: 1.5742 2022/06/27 06:32:19 - mmengine - INFO - Epoch(train) [147][3420/3757] lr: 8.548e-04 eta: 9:04:30 time: 0.265 data_time: 0.008 memory: 5036 grad_norm: 12.1024 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 1.4376 loss: 1.4376 2022/06/27 06:32:24 - mmengine - INFO - Epoch(train) [147][3440/3757] lr: 8.548e-04 eta: 9:04:25 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 9.9606 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9535 loss: 1.9535 2022/06/27 06:32:29 - mmengine - INFO - Epoch(train) [147][3460/3757] lr: 8.548e-04 eta: 9:04:20 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 11.8324 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.6993 loss: 1.6993 2022/06/27 06:32:34 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 06:32:34 - mmengine - INFO - Epoch(train) [147][3480/3757] lr: 8.548e-04 eta: 9:04:14 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 12.9426 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8276 loss: 1.8276 2022/06/27 06:32:40 - mmengine - INFO - Epoch(train) [147][3500/3757] lr: 8.548e-04 eta: 9:04:09 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 11.6916 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.9734 loss: 1.9734 2022/06/27 06:32:45 - mmengine - INFO - Epoch(train) [147][3520/3757] lr: 8.548e-04 eta: 9:04:04 time: 0.250 data_time: 0.007 memory: 5036 grad_norm: 10.0360 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.7892 loss: 1.7892 2022/06/27 06:32:51 - mmengine - INFO - Epoch(train) [147][3540/3757] lr: 8.548e-04 eta: 9:03:59 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 9.6770 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.7348 loss: 1.7348 2022/06/27 06:32:56 - mmengine - INFO - Epoch(train) [147][3560/3757] lr: 8.548e-04 eta: 9:03:53 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 11.0937 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2192 loss: 2.2192 2022/06/27 06:33:01 - mmengine - INFO - Epoch(train) [147][3580/3757] lr: 8.548e-04 eta: 9:03:48 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 11.7246 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9047 loss: 1.9047 2022/06/27 06:33:06 - mmengine - INFO - Epoch(train) [147][3600/3757] lr: 8.548e-04 eta: 9:03:43 time: 0.251 data_time: 0.008 memory: 5036 grad_norm: 11.3099 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.8667 loss: 1.8667 2022/06/27 06:33:12 - mmengine - INFO - Epoch(train) [147][3620/3757] lr: 8.548e-04 eta: 9:03:38 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 13.2283 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.7462 loss: 1.7462 2022/06/27 06:33:17 - mmengine - INFO - Epoch(train) [147][3640/3757] lr: 8.548e-04 eta: 9:03:32 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 10.8568 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.5953 loss: 1.5953 2022/06/27 06:33:22 - mmengine - INFO - Epoch(train) [147][3660/3757] lr: 8.548e-04 eta: 9:03:27 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 11.5762 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9126 loss: 1.9126 2022/06/27 06:33:27 - mmengine - INFO - Epoch(train) [147][3680/3757] lr: 8.548e-04 eta: 9:03:22 time: 0.251 data_time: 0.007 memory: 5036 grad_norm: 11.7115 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9088 loss: 1.9088 2022/06/27 06:33:33 - mmengine - INFO - Epoch(train) [147][3700/3757] lr: 8.548e-04 eta: 9:03:17 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 9.0015 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7406 loss: 1.7406 2022/06/27 06:33:38 - mmengine - INFO - Epoch(train) [147][3720/3757] lr: 8.548e-04 eta: 9:03:11 time: 0.268 data_time: 0.006 memory: 5036 grad_norm: 12.7813 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.6183 loss: 1.6183 2022/06/27 06:33:43 - mmengine - INFO - Epoch(train) [147][3740/3757] lr: 8.548e-04 eta: 9:03:06 time: 0.241 data_time: 0.006 memory: 5036 grad_norm: 10.7151 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3163 loss: 1.3163 2022/06/27 06:33:47 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 06:33:47 - mmengine - INFO - Saving checkpoint at 147 epochs 2022/06/27 06:34:00 - mmengine - INFO - Epoch(val) [147][20/310] eta: 0:01:43 time: 0.103 data_time: 0.001 memory: 5036 2022/06/27 06:34:04 - mmengine - INFO - Epoch(val) [147][40/310] eta: 0:01:32 time: 0.112 data_time: 0.005 memory: 1723 2022/06/27 06:34:09 - mmengine - INFO - Epoch(val) [147][60/310] eta: 0:00:26 time: 0.108 data_time: 0.001 memory: 1723 2022/06/27 06:34:13 - mmengine - INFO - Epoch(val) [147][80/310] eta: 0:00:24 time: 0.108 data_time: 0.002 memory: 1723 2022/06/27 06:34:20 - mmengine - INFO - Epoch(val) [147][100/310] eta: 0:01:12 time: 0.103 data_time: 0.001 memory: 1723 2022/06/27 06:34:25 - mmengine - INFO - Epoch(val) [147][120/310] eta: 0:01:12 time: 0.612 data_time: 0.510 memory: 1723 2022/06/27 06:34:30 - mmengine - INFO - Epoch(val) [147][140/310] eta: 0:00:29 time: 0.103 data_time: 0.001 memory: 1723 2022/06/27 06:34:35 - mmengine - INFO - Epoch(val) [147][160/310] eta: 0:00:25 time: 0.103 data_time: 0.002 memory: 1723 2022/06/27 06:34:41 - mmengine - INFO - Epoch(val) [147][180/310] eta: 0:00:34 time: 0.195 data_time: 0.092 memory: 1723 2022/06/27 06:34:46 - mmengine - INFO - Epoch(val) [147][200/310] eta: 0:00:37 time: 0.104 data_time: 0.001 memory: 1723 2022/06/27 06:34:51 - mmengine - INFO - Epoch(val) [147][220/310] eta: 0:00:17 time: 0.103 data_time: 0.002 memory: 1723 2022/06/27 06:34:55 - mmengine - INFO - Epoch(val) [147][240/310] eta: 0:00:07 time: 0.103 data_time: 0.001 memory: 1723 2022/06/27 06:35:02 - mmengine - INFO - Epoch(val) [147][260/310] eta: 0:00:17 time: 0.978 data_time: 0.877 memory: 1723 2022/06/27 06:35:07 - mmengine - INFO - Epoch(val) [147][280/310] eta: 0:00:09 time: 0.103 data_time: 0.002 memory: 1723 2022/06/27 06:35:09 - mmengine - INFO - Epoch(val) [147][300/310] eta: 0:00:01 time: 0.107 data_time: 0.001 memory: 1723 2022/06/27 06:35:11 - mmengine - INFO - Epoch(val) [147][310/310] acc/top1: 0.5974 acc/top5: 0.8204 acc/mean1: 0.5974 2022/06/27 06:35:21 - mmengine - INFO - Epoch(train) [148][20/3757] lr: 8.066e-04 eta: 9:02:57 time: 0.255 data_time: 0.004 memory: 5036 grad_norm: 10.6082 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4735 loss: 1.4735 2022/06/27 06:35:26 - mmengine - INFO - Epoch(train) [148][40/3757] lr: 8.066e-04 eta: 9:02:52 time: 0.250 data_time: 0.004 memory: 5036 grad_norm: 11.0592 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3620 loss: 1.3620 2022/06/27 06:35:31 - mmengine - INFO - Epoch(train) [148][60/3757] lr: 8.066e-04 eta: 9:02:46 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 10.3438 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7028 loss: 1.7028 2022/06/27 06:35:37 - mmengine - INFO - Epoch(train) [148][80/3757] lr: 8.066e-04 eta: 9:02:41 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 9.7713 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.2557 loss: 1.2557 2022/06/27 06:35:42 - mmengine - INFO - Epoch(train) [148][100/3757] lr: 8.066e-04 eta: 9:02:36 time: 0.269 data_time: 0.003 memory: 5036 grad_norm: 13.2737 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5150 loss: 1.5150 2022/06/27 06:35:47 - mmengine - INFO - Epoch(train) [148][120/3757] lr: 8.066e-04 eta: 9:02:31 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 10.9249 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6091 loss: 1.6091 2022/06/27 06:35:53 - mmengine - INFO - Epoch(train) [148][140/3757] lr: 8.066e-04 eta: 9:02:25 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 11.7917 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.8243 loss: 1.8243 2022/06/27 06:35:58 - mmengine - INFO - Epoch(train) [148][160/3757] lr: 8.066e-04 eta: 9:02:20 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 11.2839 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6228 loss: 1.6228 2022/06/27 06:36:04 - mmengine - INFO - Epoch(train) [148][180/3757] lr: 8.066e-04 eta: 9:02:15 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 12.5534 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5365 loss: 1.5365 2022/06/27 06:36:09 - mmengine - INFO - Epoch(train) [148][200/3757] lr: 8.066e-04 eta: 9:02:10 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 11.5838 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9804 loss: 1.9804 2022/06/27 06:36:14 - mmengine - INFO - Epoch(train) [148][220/3757] lr: 8.066e-04 eta: 9:02:04 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 10.0350 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0160 loss: 2.0160 2022/06/27 06:36:20 - mmengine - INFO - Epoch(train) [148][240/3757] lr: 8.066e-04 eta: 9:01:59 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 12.5535 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0753 loss: 2.0753 2022/06/27 06:36:25 - mmengine - INFO - Epoch(train) [148][260/3757] lr: 8.066e-04 eta: 9:01:54 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 12.5144 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5923 loss: 1.5923 2022/06/27 06:36:30 - mmengine - INFO - Epoch(train) [148][280/3757] lr: 8.066e-04 eta: 9:01:49 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 11.3331 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.5089 loss: 1.5089 2022/06/27 06:36:36 - mmengine - INFO - Epoch(train) [148][300/3757] lr: 8.066e-04 eta: 9:01:43 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 12.8621 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7151 loss: 1.7151 2022/06/27 06:36:41 - mmengine - INFO - Epoch(train) [148][320/3757] lr: 8.066e-04 eta: 9:01:38 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 8.8870 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4578 loss: 1.4578 2022/06/27 06:36:46 - mmengine - INFO - Epoch(train) [148][340/3757] lr: 8.066e-04 eta: 9:01:33 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 12.5701 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.7723 loss: 1.7723 2022/06/27 06:36:51 - mmengine - INFO - Epoch(train) [148][360/3757] lr: 8.066e-04 eta: 9:01:28 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 11.1513 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.8080 loss: 1.8080 2022/06/27 06:36:57 - mmengine - INFO - Epoch(train) [148][380/3757] lr: 8.066e-04 eta: 9:01:22 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 8.3236 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9587 loss: 1.9587 2022/06/27 06:37:02 - mmengine - INFO - Epoch(train) [148][400/3757] lr: 8.066e-04 eta: 9:01:17 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 11.2429 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.7392 loss: 1.7392 2022/06/27 06:37:07 - mmengine - INFO - Epoch(train) [148][420/3757] lr: 8.066e-04 eta: 9:01:12 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 11.1064 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9529 loss: 1.9529 2022/06/27 06:37:13 - mmengine - INFO - Epoch(train) [148][440/3757] lr: 8.066e-04 eta: 9:01:07 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 11.9446 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6169 loss: 1.6169 2022/06/27 06:37:18 - mmengine - INFO - Epoch(train) [148][460/3757] lr: 8.066e-04 eta: 9:01:01 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 12.2756 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.0761 loss: 2.0761 2022/06/27 06:37:23 - mmengine - INFO - Epoch(train) [148][480/3757] lr: 8.066e-04 eta: 9:00:56 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 12.1516 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7123 loss: 1.7123 2022/06/27 06:37:28 - mmengine - INFO - Epoch(train) [148][500/3757] lr: 8.066e-04 eta: 9:00:51 time: 0.268 data_time: 0.006 memory: 5036 grad_norm: 13.0648 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5083 loss: 1.5083 2022/06/27 06:37:33 - mmengine - INFO - Epoch(train) [148][520/3757] lr: 8.066e-04 eta: 9:00:46 time: 0.257 data_time: 0.012 memory: 5036 grad_norm: 9.9774 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6610 loss: 1.6610 2022/06/27 06:37:39 - mmengine - INFO - Epoch(train) [148][540/3757] lr: 8.066e-04 eta: 9:00:40 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 9.2894 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5776 loss: 1.5776 2022/06/27 06:37:44 - mmengine - INFO - Epoch(train) [148][560/3757] lr: 8.066e-04 eta: 9:00:35 time: 0.263 data_time: 0.007 memory: 5036 grad_norm: 9.8784 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.5693 loss: 1.5693 2022/06/27 06:37:49 - mmengine - INFO - Epoch(train) [148][580/3757] lr: 8.066e-04 eta: 9:00:30 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 12.0550 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5673 loss: 1.5673 2022/06/27 06:37:55 - mmengine - INFO - Epoch(train) [148][600/3757] lr: 8.066e-04 eta: 9:00:25 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 11.4511 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9697 loss: 1.9697 2022/06/27 06:38:00 - mmengine - INFO - Epoch(train) [148][620/3757] lr: 8.066e-04 eta: 9:00:19 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 10.2006 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.8224 loss: 1.8224 2022/06/27 06:38:05 - mmengine - INFO - Epoch(train) [148][640/3757] lr: 8.066e-04 eta: 9:00:14 time: 0.262 data_time: 0.009 memory: 5036 grad_norm: 12.5645 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4349 loss: 1.4349 2022/06/27 06:38:11 - mmengine - INFO - Epoch(train) [148][660/3757] lr: 8.066e-04 eta: 9:00:09 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 11.1700 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6513 loss: 1.6513 2022/06/27 06:38:16 - mmengine - INFO - Epoch(train) [148][680/3757] lr: 8.066e-04 eta: 9:00:03 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 10.6754 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.1302 loss: 2.1302 2022/06/27 06:38:21 - mmengine - INFO - Epoch(train) [148][700/3757] lr: 8.066e-04 eta: 8:59:58 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 11.6698 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.7442 loss: 1.7442 2022/06/27 06:38:26 - mmengine - INFO - Epoch(train) [148][720/3757] lr: 8.066e-04 eta: 8:59:53 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 12.4916 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.7949 loss: 1.7949 2022/06/27 06:38:26 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 06:38:31 - mmengine - INFO - Epoch(train) [148][740/3757] lr: 8.066e-04 eta: 8:59:48 time: 0.263 data_time: 0.007 memory: 5036 grad_norm: 10.7756 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.9348 loss: 1.9348 2022/06/27 06:38:37 - mmengine - INFO - Epoch(train) [148][760/3757] lr: 8.066e-04 eta: 8:59:42 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 12.0116 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3007 loss: 1.3007 2022/06/27 06:38:42 - mmengine - INFO - Epoch(train) [148][780/3757] lr: 8.066e-04 eta: 8:59:37 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 10.3272 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9331 loss: 1.9331 2022/06/27 06:38:47 - mmengine - INFO - Epoch(train) [148][800/3757] lr: 8.066e-04 eta: 8:59:32 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 12.2265 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4668 loss: 1.4668 2022/06/27 06:38:53 - mmengine - INFO - Epoch(train) [148][820/3757] lr: 8.066e-04 eta: 8:59:27 time: 0.267 data_time: 0.007 memory: 5036 grad_norm: 11.9810 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0199 loss: 2.0199 2022/06/27 06:38:58 - mmengine - INFO - Epoch(train) [148][840/3757] lr: 8.066e-04 eta: 8:59:21 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 11.9784 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.9698 loss: 1.9698 2022/06/27 06:39:03 - mmengine - INFO - Epoch(train) [148][860/3757] lr: 8.066e-04 eta: 8:59:16 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 12.6274 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.8409 loss: 1.8409 2022/06/27 06:39:08 - mmengine - INFO - Epoch(train) [148][880/3757] lr: 8.066e-04 eta: 8:59:11 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 10.4233 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9536 loss: 1.9536 2022/06/27 06:39:13 - mmengine - INFO - Epoch(train) [148][900/3757] lr: 8.066e-04 eta: 8:59:06 time: 0.259 data_time: 0.009 memory: 5036 grad_norm: 12.5063 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.7858 loss: 1.7858 2022/06/27 06:39:19 - mmengine - INFO - Epoch(train) [148][920/3757] lr: 8.066e-04 eta: 8:59:00 time: 0.378 data_time: 0.009 memory: 5036 grad_norm: 12.6492 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.9697 loss: 1.9697 2022/06/27 06:39:24 - mmengine - INFO - Epoch(train) [148][940/3757] lr: 8.066e-04 eta: 8:58:55 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 12.5010 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9905 loss: 1.9905 2022/06/27 06:39:29 - mmengine - INFO - Epoch(train) [148][960/3757] lr: 8.066e-04 eta: 8:58:50 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 10.6454 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6543 loss: 1.6543 2022/06/27 06:39:34 - mmengine - INFO - Epoch(train) [148][980/3757] lr: 8.066e-04 eta: 8:58:45 time: 0.259 data_time: 0.008 memory: 5036 grad_norm: 9.8234 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.4011 loss: 1.4011 2022/06/27 06:39:40 - mmengine - INFO - Epoch(train) [148][1000/3757] lr: 8.066e-04 eta: 8:58:39 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 13.8283 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2124 loss: 1.2124 2022/06/27 06:39:45 - mmengine - INFO - Epoch(train) [148][1020/3757] lr: 8.066e-04 eta: 8:58:34 time: 0.270 data_time: 0.017 memory: 5036 grad_norm: 11.8526 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6192 loss: 1.6192 2022/06/27 06:39:50 - mmengine - INFO - Epoch(train) [148][1040/3757] lr: 8.066e-04 eta: 8:58:29 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 13.0356 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8610 loss: 1.8610 2022/06/27 06:39:56 - mmengine - INFO - Epoch(train) [148][1060/3757] lr: 8.066e-04 eta: 8:58:23 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 12.7622 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7451 loss: 1.7451 2022/06/27 06:40:01 - mmengine - INFO - Epoch(train) [148][1080/3757] lr: 8.066e-04 eta: 8:58:18 time: 0.251 data_time: 0.008 memory: 5036 grad_norm: 10.4615 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.8117 loss: 1.8117 2022/06/27 06:40:06 - mmengine - INFO - Epoch(train) [148][1100/3757] lr: 8.066e-04 eta: 8:58:13 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 10.8062 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5174 loss: 1.5174 2022/06/27 06:40:11 - mmengine - INFO - Epoch(train) [148][1120/3757] lr: 8.066e-04 eta: 8:58:08 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 11.6184 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5361 loss: 1.5361 2022/06/27 06:40:17 - mmengine - INFO - Epoch(train) [148][1140/3757] lr: 8.066e-04 eta: 8:58:02 time: 0.265 data_time: 0.016 memory: 5036 grad_norm: 11.3522 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6159 loss: 1.6159 2022/06/27 06:40:22 - mmengine - INFO - Epoch(train) [148][1160/3757] lr: 8.066e-04 eta: 8:57:57 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 14.0103 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9573 loss: 1.9573 2022/06/27 06:40:27 - mmengine - INFO - Epoch(train) [148][1180/3757] lr: 8.066e-04 eta: 8:57:52 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 11.4371 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.6703 loss: 1.6703 2022/06/27 06:40:32 - mmengine - INFO - Epoch(train) [148][1200/3757] lr: 8.066e-04 eta: 8:57:47 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 14.3252 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.0089 loss: 2.0089 2022/06/27 06:40:38 - mmengine - INFO - Epoch(train) [148][1220/3757] lr: 8.066e-04 eta: 8:57:41 time: 0.257 data_time: 0.012 memory: 5036 grad_norm: 11.1429 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.7340 loss: 1.7340 2022/06/27 06:40:43 - mmengine - INFO - Epoch(train) [148][1240/3757] lr: 8.066e-04 eta: 8:57:36 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 10.9212 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4856 loss: 1.4856 2022/06/27 06:40:48 - mmengine - INFO - Epoch(train) [148][1260/3757] lr: 8.066e-04 eta: 8:57:31 time: 0.260 data_time: 0.009 memory: 5036 grad_norm: 9.5862 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7174 loss: 1.7174 2022/06/27 06:40:53 - mmengine - INFO - Epoch(train) [148][1280/3757] lr: 8.066e-04 eta: 8:57:26 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 10.8703 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3483 loss: 2.3483 2022/06/27 06:40:59 - mmengine - INFO - Epoch(train) [148][1300/3757] lr: 8.066e-04 eta: 8:57:20 time: 0.288 data_time: 0.003 memory: 5036 grad_norm: 10.6430 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.2234 loss: 1.2234 2022/06/27 06:41:04 - mmengine - INFO - Epoch(train) [148][1320/3757] lr: 8.066e-04 eta: 8:57:15 time: 0.263 data_time: 0.011 memory: 5036 grad_norm: 11.6382 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.9081 loss: 1.9081 2022/06/27 06:41:09 - mmengine - INFO - Epoch(train) [148][1340/3757] lr: 8.066e-04 eta: 8:57:10 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 12.8420 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.9181 loss: 1.9181 2022/06/27 06:41:15 - mmengine - INFO - Epoch(train) [148][1360/3757] lr: 8.066e-04 eta: 8:57:05 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 11.5345 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5991 loss: 1.5991 2022/06/27 06:41:20 - mmengine - INFO - Epoch(train) [148][1380/3757] lr: 8.066e-04 eta: 8:56:59 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 11.5863 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6689 loss: 1.6689 2022/06/27 06:41:25 - mmengine - INFO - Epoch(train) [148][1400/3757] lr: 8.066e-04 eta: 8:56:54 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 11.3628 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0448 loss: 2.0448 2022/06/27 06:41:30 - mmengine - INFO - Epoch(train) [148][1420/3757] lr: 8.066e-04 eta: 8:56:49 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 11.8165 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.5441 loss: 1.5441 2022/06/27 06:41:36 - mmengine - INFO - Epoch(train) [148][1440/3757] lr: 8.066e-04 eta: 8:56:44 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 10.9567 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7699 loss: 1.7699 2022/06/27 06:41:41 - mmengine - INFO - Epoch(train) [148][1460/3757] lr: 8.066e-04 eta: 8:56:38 time: 0.265 data_time: 0.008 memory: 5036 grad_norm: 10.0454 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1813 loss: 1.1813 2022/06/27 06:41:46 - mmengine - INFO - Epoch(train) [148][1480/3757] lr: 8.066e-04 eta: 8:56:33 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 10.9441 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.6554 loss: 1.6554 2022/06/27 06:41:52 - mmengine - INFO - Epoch(train) [148][1500/3757] lr: 8.066e-04 eta: 8:56:28 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 12.1692 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9117 loss: 1.9117 2022/06/27 06:41:57 - mmengine - INFO - Epoch(train) [148][1520/3757] lr: 8.066e-04 eta: 8:56:23 time: 0.258 data_time: 0.010 memory: 5036 grad_norm: 10.7729 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.6984 loss: 1.6984 2022/06/27 06:42:02 - mmengine - INFO - Epoch(train) [148][1540/3757] lr: 8.066e-04 eta: 8:56:17 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 13.1147 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 1.3998 loss: 1.3998 2022/06/27 06:42:07 - mmengine - INFO - Epoch(train) [148][1560/3757] lr: 8.066e-04 eta: 8:56:12 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 11.8648 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7767 loss: 1.7767 2022/06/27 06:42:13 - mmengine - INFO - Epoch(train) [148][1580/3757] lr: 8.066e-04 eta: 8:56:07 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 11.5378 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5169 loss: 1.5169 2022/06/27 06:42:18 - mmengine - INFO - Epoch(train) [148][1600/3757] lr: 8.066e-04 eta: 8:56:02 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 10.9758 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9519 loss: 1.9519 2022/06/27 06:42:23 - mmengine - INFO - Epoch(train) [148][1620/3757] lr: 8.066e-04 eta: 8:55:56 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 10.8444 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.8414 loss: 1.8414 2022/06/27 06:42:29 - mmengine - INFO - Epoch(train) [148][1640/3757] lr: 8.066e-04 eta: 8:55:51 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 11.9698 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.8824 loss: 1.8824 2022/06/27 06:42:34 - mmengine - INFO - Epoch(train) [148][1660/3757] lr: 8.066e-04 eta: 8:55:46 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 11.2152 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8839 loss: 1.8839 2022/06/27 06:42:39 - mmengine - INFO - Epoch(train) [148][1680/3757] lr: 8.066e-04 eta: 8:55:41 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 11.1099 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0855 loss: 2.0855 2022/06/27 06:42:44 - mmengine - INFO - Epoch(train) [148][1700/3757] lr: 8.066e-04 eta: 8:55:35 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 14.0214 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 2.0821 loss: 2.0821 2022/06/27 06:42:50 - mmengine - INFO - Epoch(train) [148][1720/3757] lr: 8.066e-04 eta: 8:55:30 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 13.3456 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1546 loss: 2.1546 2022/06/27 06:42:50 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 06:42:55 - mmengine - INFO - Epoch(train) [148][1740/3757] lr: 8.066e-04 eta: 8:55:25 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 11.1204 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6286 loss: 1.6286 2022/06/27 06:43:00 - mmengine - INFO - Epoch(train) [148][1760/3757] lr: 8.066e-04 eta: 8:55:19 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 14.4482 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8294 loss: 1.8294 2022/06/27 06:43:05 - mmengine - INFO - Epoch(train) [148][1780/3757] lr: 8.066e-04 eta: 8:55:14 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 11.0348 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7291 loss: 1.7291 2022/06/27 06:43:11 - mmengine - INFO - Epoch(train) [148][1800/3757] lr: 8.066e-04 eta: 8:55:09 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 10.1821 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5870 loss: 1.5870 2022/06/27 06:43:16 - mmengine - INFO - Epoch(train) [148][1820/3757] lr: 8.066e-04 eta: 8:55:04 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 11.3677 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9696 loss: 1.9696 2022/06/27 06:43:21 - mmengine - INFO - Epoch(train) [148][1840/3757] lr: 8.066e-04 eta: 8:54:58 time: 0.266 data_time: 0.007 memory: 5036 grad_norm: 9.3292 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4738 loss: 1.4738 2022/06/27 06:43:26 - mmengine - INFO - Epoch(train) [148][1860/3757] lr: 8.066e-04 eta: 8:54:53 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 11.1636 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.2313 loss: 2.2313 2022/06/27 06:43:32 - mmengine - INFO - Epoch(train) [148][1880/3757] lr: 8.066e-04 eta: 8:54:48 time: 0.268 data_time: 0.007 memory: 5036 grad_norm: 10.5438 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7748 loss: 1.7748 2022/06/27 06:43:37 - mmengine - INFO - Epoch(train) [148][1900/3757] lr: 8.066e-04 eta: 8:54:43 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 9.7867 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.8521 loss: 1.8521 2022/06/27 06:43:42 - mmengine - INFO - Epoch(train) [148][1920/3757] lr: 8.066e-04 eta: 8:54:37 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 12.2097 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.6836 loss: 1.6836 2022/06/27 06:43:47 - mmengine - INFO - Epoch(train) [148][1940/3757] lr: 8.066e-04 eta: 8:54:32 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 11.3303 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.9176 loss: 1.9176 2022/06/27 06:43:53 - mmengine - INFO - Epoch(train) [148][1960/3757] lr: 8.066e-04 eta: 8:54:27 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 12.4927 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4596 loss: 1.4596 2022/06/27 06:43:58 - mmengine - INFO - Epoch(train) [148][1980/3757] lr: 8.066e-04 eta: 8:54:22 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 11.3596 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0598 loss: 2.0598 2022/06/27 06:44:03 - mmengine - INFO - Epoch(train) [148][2000/3757] lr: 8.066e-04 eta: 8:54:16 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 11.3521 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.9198 loss: 1.9198 2022/06/27 06:44:08 - mmengine - INFO - Epoch(train) [148][2020/3757] lr: 8.066e-04 eta: 8:54:11 time: 0.256 data_time: 0.004 memory: 5036 grad_norm: 10.6094 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8724 loss: 1.8724 2022/06/27 06:44:13 - mmengine - INFO - Epoch(train) [148][2040/3757] lr: 8.066e-04 eta: 8:54:06 time: 0.260 data_time: 0.011 memory: 5036 grad_norm: 10.4903 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.7267 loss: 1.7267 2022/06/27 06:44:19 - mmengine - INFO - Epoch(train) [148][2060/3757] lr: 8.066e-04 eta: 8:54:00 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 11.8737 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.7557 loss: 1.7557 2022/06/27 06:44:24 - mmengine - INFO - Epoch(train) [148][2080/3757] lr: 8.066e-04 eta: 8:53:55 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 10.3456 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.5792 loss: 1.5792 2022/06/27 06:44:29 - mmengine - INFO - Epoch(train) [148][2100/3757] lr: 8.066e-04 eta: 8:53:50 time: 0.260 data_time: 0.013 memory: 5036 grad_norm: 12.7346 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.8057 loss: 1.8057 2022/06/27 06:44:35 - mmengine - INFO - Epoch(train) [148][2120/3757] lr: 8.066e-04 eta: 8:53:45 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 9.8741 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3253 loss: 1.3253 2022/06/27 06:44:40 - mmengine - INFO - Epoch(train) [148][2140/3757] lr: 8.066e-04 eta: 8:53:39 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 10.4493 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.6146 loss: 1.6146 2022/06/27 06:44:45 - mmengine - INFO - Epoch(train) [148][2160/3757] lr: 8.066e-04 eta: 8:53:34 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 12.2814 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.8480 loss: 1.8480 2022/06/27 06:44:50 - mmengine - INFO - Epoch(train) [148][2180/3757] lr: 8.066e-04 eta: 8:53:29 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 11.3300 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7015 loss: 1.7015 2022/06/27 06:44:56 - mmengine - INFO - Epoch(train) [148][2200/3757] lr: 8.066e-04 eta: 8:53:24 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 12.4202 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.8888 loss: 1.8888 2022/06/27 06:45:01 - mmengine - INFO - Epoch(train) [148][2220/3757] lr: 8.066e-04 eta: 8:53:18 time: 0.261 data_time: 0.012 memory: 5036 grad_norm: 11.9962 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.3886 loss: 1.3886 2022/06/27 06:45:06 - mmengine - INFO - Epoch(train) [148][2240/3757] lr: 8.066e-04 eta: 8:53:13 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 9.5680 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.6079 loss: 1.6079 2022/06/27 06:45:11 - mmengine - INFO - Epoch(train) [148][2260/3757] lr: 8.066e-04 eta: 8:53:08 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 11.1129 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4148 loss: 1.4148 2022/06/27 06:45:16 - mmengine - INFO - Epoch(train) [148][2280/3757] lr: 8.066e-04 eta: 8:53:03 time: 0.258 data_time: 0.010 memory: 5036 grad_norm: 11.4310 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.7646 loss: 1.7646 2022/06/27 06:45:22 - mmengine - INFO - Epoch(train) [148][2300/3757] lr: 8.066e-04 eta: 8:52:57 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 10.5854 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5447 loss: 1.5447 2022/06/27 06:45:27 - mmengine - INFO - Epoch(train) [148][2320/3757] lr: 8.066e-04 eta: 8:52:52 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 9.2793 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.6282 loss: 1.6282 2022/06/27 06:45:32 - mmengine - INFO - Epoch(train) [148][2340/3757] lr: 8.066e-04 eta: 8:52:47 time: 0.261 data_time: 0.009 memory: 5036 grad_norm: 11.4493 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7621 loss: 1.7621 2022/06/27 06:45:37 - mmengine - INFO - Epoch(train) [148][2360/3757] lr: 8.066e-04 eta: 8:52:42 time: 0.258 data_time: 0.010 memory: 5036 grad_norm: 9.8179 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.6274 loss: 1.6274 2022/06/27 06:45:43 - mmengine - INFO - Epoch(train) [148][2380/3757] lr: 8.066e-04 eta: 8:52:36 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 12.1031 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.5265 loss: 1.5265 2022/06/27 06:45:48 - mmengine - INFO - Epoch(train) [148][2400/3757] lr: 8.066e-04 eta: 8:52:31 time: 0.259 data_time: 0.010 memory: 5036 grad_norm: 10.8176 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6333 loss: 1.6333 2022/06/27 06:45:53 - mmengine - INFO - Epoch(train) [148][2420/3757] lr: 8.066e-04 eta: 8:52:26 time: 0.264 data_time: 0.010 memory: 5036 grad_norm: 10.0357 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9651 loss: 1.9651 2022/06/27 06:45:59 - mmengine - INFO - Epoch(train) [148][2440/3757] lr: 8.066e-04 eta: 8:52:21 time: 0.256 data_time: 0.004 memory: 5036 grad_norm: 11.3515 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1285 loss: 2.1285 2022/06/27 06:46:04 - mmengine - INFO - Epoch(train) [148][2460/3757] lr: 8.066e-04 eta: 8:52:15 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 11.8985 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.0656 loss: 2.0656 2022/06/27 06:46:09 - mmengine - INFO - Epoch(train) [148][2480/3757] lr: 8.066e-04 eta: 8:52:10 time: 0.276 data_time: 0.007 memory: 5036 grad_norm: 9.7590 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.0823 loss: 1.0823 2022/06/27 06:46:15 - mmengine - INFO - Epoch(train) [148][2500/3757] lr: 8.066e-04 eta: 8:52:05 time: 0.253 data_time: 0.008 memory: 5036 grad_norm: 11.9706 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7682 loss: 1.7682 2022/06/27 06:46:20 - mmengine - INFO - Epoch(train) [148][2520/3757] lr: 8.066e-04 eta: 8:52:00 time: 0.261 data_time: 0.008 memory: 5036 grad_norm: 9.8141 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0523 loss: 2.0523 2022/06/27 06:46:25 - mmengine - INFO - Epoch(train) [148][2540/3757] lr: 8.066e-04 eta: 8:51:54 time: 0.251 data_time: 0.008 memory: 5036 grad_norm: 8.4563 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5731 loss: 1.5731 2022/06/27 06:46:30 - mmengine - INFO - Epoch(train) [148][2560/3757] lr: 8.066e-04 eta: 8:51:49 time: 0.263 data_time: 0.007 memory: 5036 grad_norm: 12.5791 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.9808 loss: 0.9808 2022/06/27 06:46:36 - mmengine - INFO - Epoch(train) [148][2580/3757] lr: 8.066e-04 eta: 8:51:44 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 9.8786 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7296 loss: 1.7296 2022/06/27 06:46:41 - mmengine - INFO - Epoch(train) [148][2600/3757] lr: 8.066e-04 eta: 8:51:39 time: 0.260 data_time: 0.009 memory: 5036 grad_norm: 12.9206 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7554 loss: 1.7554 2022/06/27 06:46:46 - mmengine - INFO - Epoch(train) [148][2620/3757] lr: 8.066e-04 eta: 8:51:33 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 12.5784 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8987 loss: 1.8987 2022/06/27 06:46:52 - mmengine - INFO - Epoch(train) [148][2640/3757] lr: 8.066e-04 eta: 8:51:28 time: 0.278 data_time: 0.009 memory: 5036 grad_norm: 9.9601 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5288 loss: 1.5288 2022/06/27 06:46:57 - mmengine - INFO - Epoch(train) [148][2660/3757] lr: 8.066e-04 eta: 8:51:23 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 10.9946 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9423 loss: 1.9423 2022/06/27 06:47:02 - mmengine - INFO - Epoch(train) [148][2680/3757] lr: 8.066e-04 eta: 8:51:17 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 10.9908 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.3425 loss: 1.3425 2022/06/27 06:47:07 - mmengine - INFO - Epoch(train) [148][2700/3757] lr: 8.066e-04 eta: 8:51:12 time: 0.249 data_time: 0.007 memory: 5036 grad_norm: 11.3240 top1_acc: 0.2500 top5_acc: 1.0000 loss_cls: 1.5101 loss: 1.5101 2022/06/27 06:47:13 - mmengine - INFO - Epoch(train) [148][2720/3757] lr: 8.066e-04 eta: 8:51:07 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 12.8689 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8391 loss: 1.8391 2022/06/27 06:47:13 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 06:47:18 - mmengine - INFO - Epoch(train) [148][2740/3757] lr: 8.066e-04 eta: 8:51:02 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 9.2333 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5399 loss: 1.5399 2022/06/27 06:47:23 - mmengine - INFO - Epoch(train) [148][2760/3757] lr: 8.066e-04 eta: 8:50:56 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 11.9083 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1815 loss: 2.1815 2022/06/27 06:47:28 - mmengine - INFO - Epoch(train) [148][2780/3757] lr: 8.066e-04 eta: 8:50:51 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 11.2958 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1216 loss: 2.1216 2022/06/27 06:47:34 - mmengine - INFO - Epoch(train) [148][2800/3757] lr: 8.066e-04 eta: 8:50:46 time: 0.258 data_time: 0.012 memory: 5036 grad_norm: 12.5866 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9320 loss: 1.9320 2022/06/27 06:47:39 - mmengine - INFO - Epoch(train) [148][2820/3757] lr: 8.066e-04 eta: 8:50:41 time: 0.259 data_time: 0.011 memory: 5036 grad_norm: 12.1662 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.9981 loss: 1.9981 2022/06/27 06:47:44 - mmengine - INFO - Epoch(train) [148][2840/3757] lr: 8.066e-04 eta: 8:50:35 time: 0.250 data_time: 0.007 memory: 5036 grad_norm: 10.3535 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4660 loss: 1.4660 2022/06/27 06:47:50 - mmengine - INFO - Epoch(train) [148][2860/3757] lr: 8.066e-04 eta: 8:50:30 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 10.6474 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0334 loss: 2.0334 2022/06/27 06:47:55 - mmengine - INFO - Epoch(train) [148][2880/3757] lr: 8.066e-04 eta: 8:50:25 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 9.9905 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5535 loss: 1.5535 2022/06/27 06:48:00 - mmengine - INFO - Epoch(train) [148][2900/3757] lr: 8.066e-04 eta: 8:50:20 time: 0.253 data_time: 0.010 memory: 5036 grad_norm: 9.3934 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.0356 loss: 2.0356 2022/06/27 06:48:06 - mmengine - INFO - Epoch(train) [148][2920/3757] lr: 8.066e-04 eta: 8:50:14 time: 0.265 data_time: 0.006 memory: 5036 grad_norm: 10.9308 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 1.8436 loss: 1.8436 2022/06/27 06:48:11 - mmengine - INFO - Epoch(train) [148][2940/3757] lr: 8.066e-04 eta: 8:50:09 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 10.4548 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.6945 loss: 1.6945 2022/06/27 06:48:16 - mmengine - INFO - Epoch(train) [148][2960/3757] lr: 8.066e-04 eta: 8:50:04 time: 0.251 data_time: 0.004 memory: 5036 grad_norm: 11.2015 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.0638 loss: 2.0638 2022/06/27 06:48:22 - mmengine - INFO - Epoch(train) [148][2980/3757] lr: 8.066e-04 eta: 8:49:59 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 10.7799 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3451 loss: 1.3451 2022/06/27 06:48:27 - mmengine - INFO - Epoch(train) [148][3000/3757] lr: 8.066e-04 eta: 8:49:53 time: 0.266 data_time: 0.006 memory: 5036 grad_norm: 10.3750 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6229 loss: 1.6229 2022/06/27 06:48:32 - mmengine - INFO - Epoch(train) [148][3020/3757] lr: 8.066e-04 eta: 8:49:48 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 10.4731 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.7306 loss: 1.7306 2022/06/27 06:48:37 - mmengine - INFO - Epoch(train) [148][3040/3757] lr: 8.066e-04 eta: 8:49:43 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 12.3769 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.9537 loss: 1.9537 2022/06/27 06:48:43 - mmengine - INFO - Epoch(train) [148][3060/3757] lr: 8.066e-04 eta: 8:49:38 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 10.1335 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7062 loss: 1.7062 2022/06/27 06:48:48 - mmengine - INFO - Epoch(train) [148][3080/3757] lr: 8.066e-04 eta: 8:49:32 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 11.6556 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5634 loss: 1.5634 2022/06/27 06:48:53 - mmengine - INFO - Epoch(train) [148][3100/3757] lr: 8.066e-04 eta: 8:49:27 time: 0.256 data_time: 0.012 memory: 5036 grad_norm: 10.6745 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7742 loss: 1.7742 2022/06/27 06:48:59 - mmengine - INFO - Epoch(train) [148][3120/3757] lr: 8.066e-04 eta: 8:49:22 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 9.2626 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.7931 loss: 1.7931 2022/06/27 06:49:04 - mmengine - INFO - Epoch(train) [148][3140/3757] lr: 8.066e-04 eta: 8:49:17 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 12.3256 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2926 loss: 1.2926 2022/06/27 06:49:09 - mmengine - INFO - Epoch(train) [148][3160/3757] lr: 8.066e-04 eta: 8:49:11 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 11.4484 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8402 loss: 1.8402 2022/06/27 06:49:14 - mmengine - INFO - Epoch(train) [148][3180/3757] lr: 8.066e-04 eta: 8:49:06 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 12.3714 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8884 loss: 1.8884 2022/06/27 06:49:20 - mmengine - INFO - Epoch(train) [148][3200/3757] lr: 8.066e-04 eta: 8:49:01 time: 0.351 data_time: 0.009 memory: 5036 grad_norm: 10.7658 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.0585 loss: 2.0585 2022/06/27 06:49:25 - mmengine - INFO - Epoch(train) [148][3220/3757] lr: 8.066e-04 eta: 8:48:56 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 13.4724 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8907 loss: 1.8907 2022/06/27 06:49:30 - mmengine - INFO - Epoch(train) [148][3240/3757] lr: 8.066e-04 eta: 8:48:50 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 10.4441 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.8873 loss: 1.8873 2022/06/27 06:49:36 - mmengine - INFO - Epoch(train) [148][3260/3757] lr: 8.066e-04 eta: 8:48:45 time: 0.263 data_time: 0.009 memory: 5036 grad_norm: 12.8828 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3473 loss: 1.3473 2022/06/27 06:49:41 - mmengine - INFO - Epoch(train) [148][3280/3757] lr: 8.066e-04 eta: 8:48:40 time: 0.263 data_time: 0.010 memory: 5036 grad_norm: 11.9628 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.9306 loss: 1.9306 2022/06/27 06:49:46 - mmengine - INFO - Epoch(train) [148][3300/3757] lr: 8.066e-04 eta: 8:48:35 time: 0.253 data_time: 0.005 memory: 5036 grad_norm: 12.2464 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.0198 loss: 2.0198 2022/06/27 06:49:51 - mmengine - INFO - Epoch(train) [148][3320/3757] lr: 8.066e-04 eta: 8:48:29 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 11.7782 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0560 loss: 2.0560 2022/06/27 06:49:56 - mmengine - INFO - Epoch(train) [148][3340/3757] lr: 8.066e-04 eta: 8:48:24 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 12.0116 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6181 loss: 1.6181 2022/06/27 06:50:02 - mmengine - INFO - Epoch(train) [148][3360/3757] lr: 8.066e-04 eta: 8:48:19 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 9.5608 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3825 loss: 1.3825 2022/06/27 06:50:07 - mmengine - INFO - Epoch(train) [148][3380/3757] lr: 8.066e-04 eta: 8:48:14 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 11.4048 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5125 loss: 1.5125 2022/06/27 06:50:12 - mmengine - INFO - Epoch(train) [148][3400/3757] lr: 8.066e-04 eta: 8:48:08 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 10.7476 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5211 loss: 1.5211 2022/06/27 06:50:17 - mmengine - INFO - Epoch(train) [148][3420/3757] lr: 8.066e-04 eta: 8:48:03 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 10.5440 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0274 loss: 2.0274 2022/06/27 06:50:23 - mmengine - INFO - Epoch(train) [148][3440/3757] lr: 8.066e-04 eta: 8:47:58 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 10.7999 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.8423 loss: 1.8423 2022/06/27 06:50:28 - mmengine - INFO - Epoch(train) [148][3460/3757] lr: 8.066e-04 eta: 8:47:52 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 10.9911 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7720 loss: 1.7720 2022/06/27 06:50:33 - mmengine - INFO - Epoch(train) [148][3480/3757] lr: 8.066e-04 eta: 8:47:47 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 11.8139 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7403 loss: 1.7403 2022/06/27 06:50:38 - mmengine - INFO - Epoch(train) [148][3500/3757] lr: 8.066e-04 eta: 8:47:42 time: 0.265 data_time: 0.006 memory: 5036 grad_norm: 11.2904 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6362 loss: 1.6362 2022/06/27 06:50:44 - mmengine - INFO - Epoch(train) [148][3520/3757] lr: 8.066e-04 eta: 8:47:37 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 11.1937 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7141 loss: 1.7141 2022/06/27 06:50:49 - mmengine - INFO - Epoch(train) [148][3540/3757] lr: 8.066e-04 eta: 8:47:31 time: 0.267 data_time: 0.006 memory: 5036 grad_norm: 10.5283 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5613 loss: 1.5613 2022/06/27 06:50:54 - mmengine - INFO - Epoch(train) [148][3560/3757] lr: 8.066e-04 eta: 8:47:26 time: 0.267 data_time: 0.006 memory: 5036 grad_norm: 12.7380 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.8908 loss: 1.8908 2022/06/27 06:50:59 - mmengine - INFO - Epoch(train) [148][3580/3757] lr: 8.066e-04 eta: 8:47:21 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 11.7127 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4201 loss: 1.4201 2022/06/27 06:51:05 - mmengine - INFO - Epoch(train) [148][3600/3757] lr: 8.066e-04 eta: 8:47:16 time: 0.256 data_time: 0.012 memory: 5036 grad_norm: 10.5721 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7796 loss: 1.7796 2022/06/27 06:51:10 - mmengine - INFO - Epoch(train) [148][3620/3757] lr: 8.066e-04 eta: 8:47:10 time: 0.273 data_time: 0.024 memory: 5036 grad_norm: 11.8454 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.9048 loss: 1.9048 2022/06/27 06:51:16 - mmengine - INFO - Epoch(train) [148][3640/3757] lr: 8.066e-04 eta: 8:47:05 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 9.7786 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.3137 loss: 2.3137 2022/06/27 06:51:21 - mmengine - INFO - Epoch(train) [148][3660/3757] lr: 8.066e-04 eta: 8:47:00 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 12.2707 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9460 loss: 1.9460 2022/06/27 06:51:26 - mmengine - INFO - Epoch(train) [148][3680/3757] lr: 8.066e-04 eta: 8:46:55 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 11.5234 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.7035 loss: 1.7035 2022/06/27 06:51:31 - mmengine - INFO - Epoch(train) [148][3700/3757] lr: 8.066e-04 eta: 8:46:49 time: 0.266 data_time: 0.003 memory: 5036 grad_norm: 13.6691 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.6604 loss: 1.6604 2022/06/27 06:51:37 - mmengine - INFO - Epoch(train) [148][3720/3757] lr: 8.066e-04 eta: 8:46:44 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 13.5087 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8281 loss: 1.8281 2022/06/27 06:51:37 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 06:51:42 - mmengine - INFO - Epoch(train) [148][3740/3757] lr: 8.066e-04 eta: 8:46:39 time: 0.241 data_time: 0.006 memory: 5036 grad_norm: 10.6407 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7040 loss: 1.7040 2022/06/27 06:51:46 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 06:51:46 - mmengine - INFO - Saving checkpoint at 148 epochs 2022/06/27 06:51:59 - mmengine - INFO - Epoch(val) [148][20/310] eta: 0:01:47 time: 0.104 data_time: 0.001 memory: 5036 2022/06/27 06:52:04 - mmengine - INFO - Epoch(val) [148][40/310] eta: 0:01:37 time: 0.103 data_time: 0.001 memory: 1723 2022/06/27 06:52:08 - mmengine - INFO - Epoch(val) [148][60/310] eta: 0:00:25 time: 0.102 data_time: 0.001 memory: 1723 2022/06/27 06:52:13 - mmengine - INFO - Epoch(val) [148][80/310] eta: 0:00:24 time: 0.106 data_time: 0.004 memory: 1723 2022/06/27 06:52:20 - mmengine - INFO - Epoch(val) [148][100/310] eta: 0:01:15 time: 0.103 data_time: 0.001 memory: 1723 2022/06/27 06:52:25 - mmengine - INFO - Epoch(val) [148][120/310] eta: 0:01:09 time: 0.103 data_time: 0.002 memory: 1723 2022/06/27 06:52:29 - mmengine - INFO - Epoch(val) [148][140/310] eta: 0:00:18 time: 0.106 data_time: 0.005 memory: 1723 2022/06/27 06:52:34 - mmengine - INFO - Epoch(val) [148][160/310] eta: 0:00:15 time: 0.103 data_time: 0.002 memory: 1723 2022/06/27 06:52:41 - mmengine - INFO - Epoch(val) [148][180/310] eta: 0:00:48 time: 0.111 data_time: 0.005 memory: 1723 2022/06/27 06:52:46 - mmengine - INFO - Epoch(val) [148][200/310] eta: 0:00:40 time: 0.103 data_time: 0.001 memory: 1723 2022/06/27 06:52:51 - mmengine - INFO - Epoch(val) [148][220/310] eta: 0:00:09 time: 0.103 data_time: 0.002 memory: 1723 2022/06/27 06:52:56 - mmengine - INFO - Epoch(val) [148][240/310] eta: 0:00:07 time: 0.108 data_time: 0.001 memory: 1723 2022/06/27 06:53:03 - mmengine - INFO - Epoch(val) [148][260/310] eta: 0:00:17 time: 0.108 data_time: 0.001 memory: 1723 2022/06/27 06:53:07 - mmengine - INFO - Epoch(val) [148][280/310] eta: 0:00:08 time: 0.122 data_time: 0.002 memory: 1723 2022/06/27 06:53:09 - mmengine - INFO - Epoch(val) [148][300/310] eta: 0:00:01 time: 0.097 data_time: 0.001 memory: 1723 2022/06/27 06:53:11 - mmengine - INFO - Epoch(val) [148][310/310] acc/top1: 0.5985 acc/top5: 0.8185 acc/mean1: 0.5983 2022/06/27 06:53:21 - mmengine - INFO - Epoch(train) [149][20/3757] lr: 7.598e-04 eta: 8:46:30 time: 0.275 data_time: 0.029 memory: 5036 grad_norm: 10.3407 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9911 loss: 1.9911 2022/06/27 06:53:26 - mmengine - INFO - Epoch(train) [149][40/3757] lr: 7.598e-04 eta: 8:46:24 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 9.3707 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.7353 loss: 1.7353 2022/06/27 06:53:31 - mmengine - INFO - Epoch(train) [149][60/3757] lr: 7.598e-04 eta: 8:46:19 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 11.0810 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.6512 loss: 1.6512 2022/06/27 06:53:37 - mmengine - INFO - Epoch(train) [149][80/3757] lr: 7.598e-04 eta: 8:46:14 time: 0.253 data_time: 0.004 memory: 5036 grad_norm: 11.2985 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8531 loss: 1.8531 2022/06/27 06:53:43 - mmengine - INFO - Epoch(train) [149][100/3757] lr: 7.598e-04 eta: 8:46:09 time: 0.269 data_time: 0.004 memory: 5036 grad_norm: 11.2488 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.0762 loss: 2.0762 2022/06/27 06:53:48 - mmengine - INFO - Epoch(train) [149][120/3757] lr: 7.598e-04 eta: 8:46:04 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 13.5284 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8410 loss: 1.8410 2022/06/27 06:53:53 - mmengine - INFO - Epoch(train) [149][140/3757] lr: 7.598e-04 eta: 8:45:58 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 9.4410 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5759 loss: 1.5759 2022/06/27 06:53:59 - mmengine - INFO - Epoch(train) [149][160/3757] lr: 7.598e-04 eta: 8:45:53 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 11.6433 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.3849 loss: 1.3849 2022/06/27 06:54:04 - mmengine - INFO - Epoch(train) [149][180/3757] lr: 7.598e-04 eta: 8:45:48 time: 0.279 data_time: 0.003 memory: 5036 grad_norm: 12.4995 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.7817 loss: 1.7817 2022/06/27 06:54:09 - mmengine - INFO - Epoch(train) [149][200/3757] lr: 7.598e-04 eta: 8:45:43 time: 0.269 data_time: 0.003 memory: 5036 grad_norm: 9.2819 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5171 loss: 1.5171 2022/06/27 06:54:15 - mmengine - INFO - Epoch(train) [149][220/3757] lr: 7.598e-04 eta: 8:45:37 time: 0.268 data_time: 0.009 memory: 5036 grad_norm: 9.9162 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7141 loss: 1.7141 2022/06/27 06:54:20 - mmengine - INFO - Epoch(train) [149][240/3757] lr: 7.598e-04 eta: 8:45:32 time: 0.294 data_time: 0.009 memory: 5036 grad_norm: 10.2351 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6203 loss: 1.6203 2022/06/27 06:54:25 - mmengine - INFO - Epoch(train) [149][260/3757] lr: 7.598e-04 eta: 8:45:27 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 10.6167 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.3291 loss: 1.3291 2022/06/27 06:54:31 - mmengine - INFO - Epoch(train) [149][280/3757] lr: 7.598e-04 eta: 8:45:22 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 11.6896 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.9421 loss: 1.9421 2022/06/27 06:54:36 - mmengine - INFO - Epoch(train) [149][300/3757] lr: 7.598e-04 eta: 8:45:16 time: 0.261 data_time: 0.009 memory: 5036 grad_norm: 11.9336 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8069 loss: 1.8069 2022/06/27 06:54:42 - mmengine - INFO - Epoch(train) [149][320/3757] lr: 7.598e-04 eta: 8:45:11 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 9.8015 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.1161 loss: 1.1161 2022/06/27 06:54:47 - mmengine - INFO - Epoch(train) [149][340/3757] lr: 7.598e-04 eta: 8:45:06 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 11.0935 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.5732 loss: 1.5732 2022/06/27 06:54:52 - mmengine - INFO - Epoch(train) [149][360/3757] lr: 7.598e-04 eta: 8:45:01 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 11.0934 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7071 loss: 1.7071 2022/06/27 06:54:58 - mmengine - INFO - Epoch(train) [149][380/3757] lr: 7.598e-04 eta: 8:44:55 time: 0.263 data_time: 0.007 memory: 5036 grad_norm: 11.9886 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6278 loss: 1.6278 2022/06/27 06:55:03 - mmengine - INFO - Epoch(train) [149][400/3757] lr: 7.598e-04 eta: 8:44:50 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 9.9129 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7300 loss: 1.7300 2022/06/27 06:55:08 - mmengine - INFO - Epoch(train) [149][420/3757] lr: 7.598e-04 eta: 8:44:45 time: 0.268 data_time: 0.006 memory: 5036 grad_norm: 11.8360 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.7343 loss: 1.7343 2022/06/27 06:55:14 - mmengine - INFO - Epoch(train) [149][440/3757] lr: 7.598e-04 eta: 8:44:40 time: 0.254 data_time: 0.010 memory: 5036 grad_norm: 12.2044 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.5061 loss: 1.5061 2022/06/27 06:55:19 - mmengine - INFO - Epoch(train) [149][460/3757] lr: 7.598e-04 eta: 8:44:34 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 9.8594 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5759 loss: 1.5759 2022/06/27 06:55:24 - mmengine - INFO - Epoch(train) [149][480/3757] lr: 7.598e-04 eta: 8:44:29 time: 0.255 data_time: 0.005 memory: 5036 grad_norm: 11.9184 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.6982 loss: 1.6982 2022/06/27 06:55:30 - mmengine - INFO - Epoch(train) [149][500/3757] lr: 7.598e-04 eta: 8:44:24 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 11.1878 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9869 loss: 1.9869 2022/06/27 06:55:35 - mmengine - INFO - Epoch(train) [149][520/3757] lr: 7.598e-04 eta: 8:44:19 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 12.7708 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6879 loss: 1.6879 2022/06/27 06:55:40 - mmengine - INFO - Epoch(train) [149][540/3757] lr: 7.598e-04 eta: 8:44:13 time: 0.302 data_time: 0.007 memory: 5036 grad_norm: 9.6517 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.6277 loss: 1.6277 2022/06/27 06:55:46 - mmengine - INFO - Epoch(train) [149][560/3757] lr: 7.598e-04 eta: 8:44:08 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 13.7673 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7684 loss: 1.7684 2022/06/27 06:55:51 - mmengine - INFO - Epoch(train) [149][580/3757] lr: 7.598e-04 eta: 8:44:03 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 13.5172 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.6437 loss: 1.6437 2022/06/27 06:55:56 - mmengine - INFO - Epoch(train) [149][600/3757] lr: 7.598e-04 eta: 8:43:58 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 13.2658 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6665 loss: 1.6665 2022/06/27 06:56:02 - mmengine - INFO - Epoch(train) [149][620/3757] lr: 7.598e-04 eta: 8:43:52 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 9.9240 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8486 loss: 1.8486 2022/06/27 06:56:07 - mmengine - INFO - Epoch(train) [149][640/3757] lr: 7.598e-04 eta: 8:43:47 time: 0.258 data_time: 0.010 memory: 5036 grad_norm: 9.3229 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.0171 loss: 2.0171 2022/06/27 06:56:12 - mmengine - INFO - Epoch(train) [149][660/3757] lr: 7.598e-04 eta: 8:43:42 time: 0.247 data_time: 0.006 memory: 5036 grad_norm: 11.7820 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.4411 loss: 1.4411 2022/06/27 06:56:17 - mmengine - INFO - Epoch(train) [149][680/3757] lr: 7.598e-04 eta: 8:43:37 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 11.1714 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.6965 loss: 1.6965 2022/06/27 06:56:23 - mmengine - INFO - Epoch(train) [149][700/3757] lr: 7.598e-04 eta: 8:43:31 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 12.4384 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5785 loss: 1.5785 2022/06/27 06:56:28 - mmengine - INFO - Epoch(train) [149][720/3757] lr: 7.598e-04 eta: 8:43:26 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 11.8889 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.8606 loss: 1.8606 2022/06/27 06:56:33 - mmengine - INFO - Epoch(train) [149][740/3757] lr: 7.598e-04 eta: 8:43:21 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 11.3995 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2084 loss: 2.2084 2022/06/27 06:56:38 - mmengine - INFO - Epoch(train) [149][760/3757] lr: 7.598e-04 eta: 8:43:16 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 11.4107 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6882 loss: 1.6882 2022/06/27 06:56:44 - mmengine - INFO - Epoch(train) [149][780/3757] lr: 7.598e-04 eta: 8:43:10 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 12.2320 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.9986 loss: 1.9986 2022/06/27 06:56:49 - mmengine - INFO - Epoch(train) [149][800/3757] lr: 7.598e-04 eta: 8:43:05 time: 0.250 data_time: 0.007 memory: 5036 grad_norm: 9.8179 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.8708 loss: 1.8708 2022/06/27 06:56:54 - mmengine - INFO - Epoch(train) [149][820/3757] lr: 7.598e-04 eta: 8:43:00 time: 0.256 data_time: 0.004 memory: 5036 grad_norm: 10.1613 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4520 loss: 1.4520 2022/06/27 06:56:59 - mmengine - INFO - Epoch(train) [149][840/3757] lr: 7.598e-04 eta: 8:42:55 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 11.9551 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.2829 loss: 1.2829 2022/06/27 06:57:05 - mmengine - INFO - Epoch(train) [149][860/3757] lr: 7.598e-04 eta: 8:42:49 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 10.5539 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8127 loss: 1.8127 2022/06/27 06:57:10 - mmengine - INFO - Epoch(train) [149][880/3757] lr: 7.598e-04 eta: 8:42:44 time: 0.266 data_time: 0.010 memory: 5036 grad_norm: 10.2598 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.7740 loss: 1.7740 2022/06/27 06:57:16 - mmengine - INFO - Epoch(train) [149][900/3757] lr: 7.598e-04 eta: 8:42:39 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 10.9152 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.9699 loss: 1.9699 2022/06/27 06:57:21 - mmengine - INFO - Epoch(train) [149][920/3757] lr: 7.598e-04 eta: 8:42:34 time: 0.273 data_time: 0.025 memory: 5036 grad_norm: 11.8709 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.4890 loss: 1.4890 2022/06/27 06:57:26 - mmengine - INFO - Epoch(train) [149][940/3757] lr: 7.598e-04 eta: 8:42:28 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 10.7820 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4315 loss: 1.4315 2022/06/27 06:57:31 - mmengine - INFO - Epoch(train) [149][960/3757] lr: 7.598e-04 eta: 8:42:23 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 12.1567 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6697 loss: 1.6697 2022/06/27 06:57:32 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 06:57:37 - mmengine - INFO - Epoch(train) [149][980/3757] lr: 7.598e-04 eta: 8:42:18 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 13.1713 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7597 loss: 1.7597 2022/06/27 06:57:42 - mmengine - INFO - Epoch(train) [149][1000/3757] lr: 7.598e-04 eta: 8:42:13 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 9.8847 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5634 loss: 1.5634 2022/06/27 06:57:47 - mmengine - INFO - Epoch(train) [149][1020/3757] lr: 7.598e-04 eta: 8:42:07 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 10.2270 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9934 loss: 1.9934 2022/06/27 06:57:52 - mmengine - INFO - Epoch(train) [149][1040/3757] lr: 7.598e-04 eta: 8:42:02 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 10.5795 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5428 loss: 1.5428 2022/06/27 06:57:58 - mmengine - INFO - Epoch(train) [149][1060/3757] lr: 7.598e-04 eta: 8:41:57 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 11.6422 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8328 loss: 1.8328 2022/06/27 06:58:03 - mmengine - INFO - Epoch(train) [149][1080/3757] lr: 7.598e-04 eta: 8:41:52 time: 0.253 data_time: 0.012 memory: 5036 grad_norm: 9.9311 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5674 loss: 1.5674 2022/06/27 06:58:08 - mmengine - INFO - Epoch(train) [149][1100/3757] lr: 7.598e-04 eta: 8:41:46 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 13.1860 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.5580 loss: 1.5580 2022/06/27 06:58:13 - mmengine - INFO - Epoch(train) [149][1120/3757] lr: 7.598e-04 eta: 8:41:41 time: 0.265 data_time: 0.006 memory: 5036 grad_norm: 11.9986 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8790 loss: 1.8790 2022/06/27 06:58:19 - mmengine - INFO - Epoch(train) [149][1140/3757] lr: 7.598e-04 eta: 8:41:36 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 9.2318 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.6999 loss: 1.6999 2022/06/27 06:58:24 - mmengine - INFO - Epoch(train) [149][1160/3757] lr: 7.598e-04 eta: 8:41:31 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 13.4916 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.7055 loss: 1.7055 2022/06/27 06:58:29 - mmengine - INFO - Epoch(train) [149][1180/3757] lr: 7.598e-04 eta: 8:41:25 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 11.7263 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8585 loss: 1.8585 2022/06/27 06:58:35 - mmengine - INFO - Epoch(train) [149][1200/3757] lr: 7.598e-04 eta: 8:41:20 time: 0.269 data_time: 0.007 memory: 5036 grad_norm: 12.4539 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6973 loss: 1.6973 2022/06/27 06:58:40 - mmengine - INFO - Epoch(train) [149][1220/3757] lr: 7.598e-04 eta: 8:41:15 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 10.2383 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1516 loss: 2.1516 2022/06/27 06:58:45 - mmengine - INFO - Epoch(train) [149][1240/3757] lr: 7.598e-04 eta: 8:41:09 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 10.8715 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.6169 loss: 1.6169 2022/06/27 06:58:50 - mmengine - INFO - Epoch(train) [149][1260/3757] lr: 7.598e-04 eta: 8:41:04 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 11.5237 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8563 loss: 1.8563 2022/06/27 06:58:55 - mmengine - INFO - Epoch(train) [149][1280/3757] lr: 7.598e-04 eta: 8:40:59 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 11.6875 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9806 loss: 1.9806 2022/06/27 06:59:01 - mmengine - INFO - Epoch(train) [149][1300/3757] lr: 7.598e-04 eta: 8:40:54 time: 0.271 data_time: 0.025 memory: 5036 grad_norm: 10.9739 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1572 loss: 1.1572 2022/06/27 06:59:06 - mmengine - INFO - Epoch(train) [149][1320/3757] lr: 7.598e-04 eta: 8:40:48 time: 0.261 data_time: 0.009 memory: 5036 grad_norm: 11.4957 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0352 loss: 2.0352 2022/06/27 06:59:11 - mmengine - INFO - Epoch(train) [149][1340/3757] lr: 7.598e-04 eta: 8:40:43 time: 0.264 data_time: 0.007 memory: 5036 grad_norm: 10.5402 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5470 loss: 1.5470 2022/06/27 06:59:16 - mmengine - INFO - Epoch(train) [149][1360/3757] lr: 7.598e-04 eta: 8:40:38 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 10.1619 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.1314 loss: 2.1314 2022/06/27 06:59:22 - mmengine - INFO - Epoch(train) [149][1380/3757] lr: 7.598e-04 eta: 8:40:33 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 11.1846 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8734 loss: 1.8734 2022/06/27 06:59:27 - mmengine - INFO - Epoch(train) [149][1400/3757] lr: 7.598e-04 eta: 8:40:27 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 10.8634 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.8908 loss: 1.8908 2022/06/27 06:59:32 - mmengine - INFO - Epoch(train) [149][1420/3757] lr: 7.598e-04 eta: 8:40:22 time: 0.264 data_time: 0.007 memory: 5036 grad_norm: 9.4676 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.8971 loss: 1.8971 2022/06/27 06:59:37 - mmengine - INFO - Epoch(train) [149][1440/3757] lr: 7.598e-04 eta: 8:40:17 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 15.0398 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.1200 loss: 2.1200 2022/06/27 06:59:43 - mmengine - INFO - Epoch(train) [149][1460/3757] lr: 7.598e-04 eta: 8:40:12 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 10.8864 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7306 loss: 1.7306 2022/06/27 06:59:48 - mmengine - INFO - Epoch(train) [149][1480/3757] lr: 7.598e-04 eta: 8:40:06 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 10.9528 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.5312 loss: 1.5312 2022/06/27 06:59:53 - mmengine - INFO - Epoch(train) [149][1500/3757] lr: 7.598e-04 eta: 8:40:01 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 12.1823 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8236 loss: 1.8236 2022/06/27 06:59:59 - mmengine - INFO - Epoch(train) [149][1520/3757] lr: 7.598e-04 eta: 8:39:56 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 11.4623 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7699 loss: 1.7699 2022/06/27 07:00:04 - mmengine - INFO - Epoch(train) [149][1540/3757] lr: 7.598e-04 eta: 8:39:51 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 10.1128 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5839 loss: 1.5839 2022/06/27 07:00:09 - mmengine - INFO - Epoch(train) [149][1560/3757] lr: 7.598e-04 eta: 8:39:45 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 12.1007 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.7568 loss: 1.7568 2022/06/27 07:00:15 - mmengine - INFO - Epoch(train) [149][1580/3757] lr: 7.598e-04 eta: 8:39:40 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 11.2300 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9797 loss: 1.9797 2022/06/27 07:00:20 - mmengine - INFO - Epoch(train) [149][1600/3757] lr: 7.598e-04 eta: 8:39:35 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 10.0885 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9296 loss: 1.9296 2022/06/27 07:00:25 - mmengine - INFO - Epoch(train) [149][1620/3757] lr: 7.598e-04 eta: 8:39:30 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 9.5839 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8981 loss: 1.8981 2022/06/27 07:00:30 - mmengine - INFO - Epoch(train) [149][1640/3757] lr: 7.598e-04 eta: 8:39:24 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 10.1973 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6778 loss: 1.6778 2022/06/27 07:00:36 - mmengine - INFO - Epoch(train) [149][1660/3757] lr: 7.598e-04 eta: 8:39:19 time: 0.264 data_time: 0.006 memory: 5036 grad_norm: 7.9756 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1017 loss: 2.1017 2022/06/27 07:00:41 - mmengine - INFO - Epoch(train) [149][1680/3757] lr: 7.598e-04 eta: 8:39:14 time: 0.269 data_time: 0.006 memory: 5036 grad_norm: 11.2152 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.4190 loss: 1.4190 2022/06/27 07:00:46 - mmengine - INFO - Epoch(train) [149][1700/3757] lr: 7.598e-04 eta: 8:39:08 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 10.9747 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0428 loss: 2.0428 2022/06/27 07:00:51 - mmengine - INFO - Epoch(train) [149][1720/3757] lr: 7.598e-04 eta: 8:39:03 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 11.8776 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.2302 loss: 2.2302 2022/06/27 07:00:57 - mmengine - INFO - Epoch(train) [149][1740/3757] lr: 7.598e-04 eta: 8:38:58 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 9.6335 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.9716 loss: 1.9716 2022/06/27 07:01:02 - mmengine - INFO - Epoch(train) [149][1760/3757] lr: 7.598e-04 eta: 8:38:53 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 10.6958 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8444 loss: 1.8444 2022/06/27 07:01:07 - mmengine - INFO - Epoch(train) [149][1780/3757] lr: 7.598e-04 eta: 8:38:47 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 11.6259 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.6711 loss: 1.6711 2022/06/27 07:01:12 - mmengine - INFO - Epoch(train) [149][1800/3757] lr: 7.598e-04 eta: 8:38:42 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 13.2467 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5689 loss: 1.5689 2022/06/27 07:01:18 - mmengine - INFO - Epoch(train) [149][1820/3757] lr: 7.598e-04 eta: 8:38:37 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 10.6135 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.7379 loss: 1.7379 2022/06/27 07:01:23 - mmengine - INFO - Epoch(train) [149][1840/3757] lr: 7.598e-04 eta: 8:38:32 time: 0.268 data_time: 0.009 memory: 5036 grad_norm: 11.9496 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8955 loss: 1.8955 2022/06/27 07:01:28 - mmengine - INFO - Epoch(train) [149][1860/3757] lr: 7.598e-04 eta: 8:38:26 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 11.1102 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4456 loss: 1.4456 2022/06/27 07:01:34 - mmengine - INFO - Epoch(train) [149][1880/3757] lr: 7.598e-04 eta: 8:38:21 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 11.8465 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8618 loss: 1.8618 2022/06/27 07:01:39 - mmengine - INFO - Epoch(train) [149][1900/3757] lr: 7.598e-04 eta: 8:38:16 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 11.1167 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.8012 loss: 1.8012 2022/06/27 07:01:44 - mmengine - INFO - Epoch(train) [149][1920/3757] lr: 7.598e-04 eta: 8:38:11 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 10.2745 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.5134 loss: 1.5134 2022/06/27 07:01:50 - mmengine - INFO - Epoch(train) [149][1940/3757] lr: 7.598e-04 eta: 8:38:05 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 12.7022 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7920 loss: 1.7920 2022/06/27 07:01:55 - mmengine - INFO - Epoch(train) [149][1960/3757] lr: 7.598e-04 eta: 8:38:00 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 11.8751 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.5559 loss: 1.5559 2022/06/27 07:01:56 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 07:02:00 - mmengine - INFO - Epoch(train) [149][1980/3757] lr: 7.598e-04 eta: 8:37:55 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 10.3460 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4126 loss: 1.4126 2022/06/27 07:02:06 - mmengine - INFO - Epoch(train) [149][2000/3757] lr: 7.598e-04 eta: 8:37:50 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 9.1883 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7962 loss: 1.7962 2022/06/27 07:02:11 - mmengine - INFO - Epoch(train) [149][2020/3757] lr: 7.598e-04 eta: 8:37:44 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 14.5654 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7294 loss: 1.7294 2022/06/27 07:02:16 - mmengine - INFO - Epoch(train) [149][2040/3757] lr: 7.598e-04 eta: 8:37:39 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 9.9667 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8353 loss: 1.8353 2022/06/27 07:02:21 - mmengine - INFO - Epoch(train) [149][2060/3757] lr: 7.598e-04 eta: 8:37:34 time: 0.255 data_time: 0.008 memory: 5036 grad_norm: 9.0095 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6738 loss: 1.6738 2022/06/27 07:02:27 - mmengine - INFO - Epoch(train) [149][2080/3757] lr: 7.598e-04 eta: 8:37:29 time: 0.266 data_time: 0.006 memory: 5036 grad_norm: 11.3022 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.4135 loss: 1.4135 2022/06/27 07:02:32 - mmengine - INFO - Epoch(train) [149][2100/3757] lr: 7.598e-04 eta: 8:37:23 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 10.7246 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.0001 loss: 2.0001 2022/06/27 07:02:37 - mmengine - INFO - Epoch(train) [149][2120/3757] lr: 7.598e-04 eta: 8:37:18 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 12.3166 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4636 loss: 1.4636 2022/06/27 07:02:43 - mmengine - INFO - Epoch(train) [149][2140/3757] lr: 7.598e-04 eta: 8:37:13 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 11.7865 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.4359 loss: 1.4359 2022/06/27 07:02:48 - mmengine - INFO - Epoch(train) [149][2160/3757] lr: 7.598e-04 eta: 8:37:08 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 11.5370 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8628 loss: 1.8628 2022/06/27 07:02:53 - mmengine - INFO - Epoch(train) [149][2180/3757] lr: 7.598e-04 eta: 8:37:02 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 10.9374 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6736 loss: 1.6736 2022/06/27 07:02:58 - mmengine - INFO - Epoch(train) [149][2200/3757] lr: 7.598e-04 eta: 8:36:57 time: 0.258 data_time: 0.010 memory: 5036 grad_norm: 10.7737 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.7479 loss: 1.7479 2022/06/27 07:03:04 - mmengine - INFO - Epoch(train) [149][2220/3757] lr: 7.598e-04 eta: 8:36:52 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 10.6712 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.6068 loss: 1.6068 2022/06/27 07:03:09 - mmengine - INFO - Epoch(train) [149][2240/3757] lr: 7.598e-04 eta: 8:36:47 time: 0.267 data_time: 0.007 memory: 5036 grad_norm: 10.3830 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.7737 loss: 1.7737 2022/06/27 07:03:15 - mmengine - INFO - Epoch(train) [149][2260/3757] lr: 7.598e-04 eta: 8:36:41 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 11.4949 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4858 loss: 1.4858 2022/06/27 07:03:20 - mmengine - INFO - Epoch(train) [149][2280/3757] lr: 7.598e-04 eta: 8:36:36 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 9.9045 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5754 loss: 1.5754 2022/06/27 07:03:25 - mmengine - INFO - Epoch(train) [149][2300/3757] lr: 7.598e-04 eta: 8:36:31 time: 0.251 data_time: 0.007 memory: 5036 grad_norm: 11.5663 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.9289 loss: 1.9289 2022/06/27 07:03:30 - mmengine - INFO - Epoch(train) [149][2320/3757] lr: 7.598e-04 eta: 8:36:26 time: 0.256 data_time: 0.013 memory: 5036 grad_norm: 12.2166 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8197 loss: 1.8197 2022/06/27 07:03:36 - mmengine - INFO - Epoch(train) [149][2340/3757] lr: 7.598e-04 eta: 8:36:20 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 12.1099 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.3657 loss: 2.3657 2022/06/27 07:03:41 - mmengine - INFO - Epoch(train) [149][2360/3757] lr: 7.598e-04 eta: 8:36:15 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 12.7352 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.7649 loss: 1.7649 2022/06/27 07:03:46 - mmengine - INFO - Epoch(train) [149][2380/3757] lr: 7.598e-04 eta: 8:36:10 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 10.4128 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3865 loss: 1.3865 2022/06/27 07:03:52 - mmengine - INFO - Epoch(train) [149][2400/3757] lr: 7.598e-04 eta: 8:36:05 time: 0.264 data_time: 0.007 memory: 5036 grad_norm: 11.7198 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9424 loss: 1.9424 2022/06/27 07:03:57 - mmengine - INFO - Epoch(train) [149][2420/3757] lr: 7.598e-04 eta: 8:35:59 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 10.5350 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.9791 loss: 1.9791 2022/06/27 07:04:02 - mmengine - INFO - Epoch(train) [149][2440/3757] lr: 7.598e-04 eta: 8:35:54 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 10.0014 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5155 loss: 1.5155 2022/06/27 07:04:07 - mmengine - INFO - Epoch(train) [149][2460/3757] lr: 7.598e-04 eta: 8:35:49 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 10.1726 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.6307 loss: 1.6307 2022/06/27 07:04:13 - mmengine - INFO - Epoch(train) [149][2480/3757] lr: 7.598e-04 eta: 8:35:44 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 12.4837 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8692 loss: 1.8692 2022/06/27 07:04:18 - mmengine - INFO - Epoch(train) [149][2500/3757] lr: 7.598e-04 eta: 8:35:38 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 12.8029 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9412 loss: 1.9412 2022/06/27 07:04:23 - mmengine - INFO - Epoch(train) [149][2520/3757] lr: 7.598e-04 eta: 8:35:33 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 9.8014 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.3858 loss: 1.3858 2022/06/27 07:04:28 - mmengine - INFO - Epoch(train) [149][2540/3757] lr: 7.598e-04 eta: 8:35:28 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 12.6697 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0710 loss: 2.0710 2022/06/27 07:04:34 - mmengine - INFO - Epoch(train) [149][2560/3757] lr: 7.598e-04 eta: 8:35:23 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 12.9498 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.8874 loss: 1.8874 2022/06/27 07:04:39 - mmengine - INFO - Epoch(train) [149][2580/3757] lr: 7.598e-04 eta: 8:35:17 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 11.1881 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.4772 loss: 1.4772 2022/06/27 07:04:45 - mmengine - INFO - Epoch(train) [149][2600/3757] lr: 7.598e-04 eta: 8:35:12 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 11.0288 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.6134 loss: 1.6134 2022/06/27 07:04:50 - mmengine - INFO - Epoch(train) [149][2620/3757] lr: 7.598e-04 eta: 8:35:07 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 10.2771 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9045 loss: 1.9045 2022/06/27 07:04:55 - mmengine - INFO - Epoch(train) [149][2640/3757] lr: 7.598e-04 eta: 8:35:02 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 13.0952 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6581 loss: 1.6581 2022/06/27 07:05:00 - mmengine - INFO - Epoch(train) [149][2660/3757] lr: 7.598e-04 eta: 8:34:56 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 9.6598 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9908 loss: 1.9908 2022/06/27 07:05:05 - mmengine - INFO - Epoch(train) [149][2680/3757] lr: 7.598e-04 eta: 8:34:51 time: 0.268 data_time: 0.007 memory: 5036 grad_norm: 10.6699 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6781 loss: 1.6781 2022/06/27 07:05:11 - mmengine - INFO - Epoch(train) [149][2700/3757] lr: 7.598e-04 eta: 8:34:46 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 12.6769 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.6298 loss: 1.6298 2022/06/27 07:05:16 - mmengine - INFO - Epoch(train) [149][2720/3757] lr: 7.598e-04 eta: 8:34:41 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 11.1307 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4166 loss: 1.4166 2022/06/27 07:05:21 - mmengine - INFO - Epoch(train) [149][2740/3757] lr: 7.598e-04 eta: 8:34:35 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 12.6056 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7153 loss: 1.7153 2022/06/27 07:05:26 - mmengine - INFO - Epoch(train) [149][2760/3757] lr: 7.598e-04 eta: 8:34:30 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 12.4896 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8452 loss: 1.8452 2022/06/27 07:05:32 - mmengine - INFO - Epoch(train) [149][2780/3757] lr: 7.598e-04 eta: 8:34:25 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 11.8255 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5942 loss: 1.5942 2022/06/27 07:05:37 - mmengine - INFO - Epoch(train) [149][2800/3757] lr: 7.598e-04 eta: 8:34:19 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 11.2454 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.6492 loss: 1.6492 2022/06/27 07:05:42 - mmengine - INFO - Epoch(train) [149][2820/3757] lr: 7.598e-04 eta: 8:34:14 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 11.4780 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6250 loss: 1.6250 2022/06/27 07:05:48 - mmengine - INFO - Epoch(train) [149][2840/3757] lr: 7.598e-04 eta: 8:34:09 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 12.7419 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5190 loss: 1.5190 2022/06/27 07:05:53 - mmengine - INFO - Epoch(train) [149][2860/3757] lr: 7.598e-04 eta: 8:34:04 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 10.1059 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7067 loss: 1.7067 2022/06/27 07:05:58 - mmengine - INFO - Epoch(train) [149][2880/3757] lr: 7.598e-04 eta: 8:33:58 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 9.4277 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7963 loss: 1.7963 2022/06/27 07:06:03 - mmengine - INFO - Epoch(train) [149][2900/3757] lr: 7.598e-04 eta: 8:33:53 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 12.4446 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5139 loss: 1.5139 2022/06/27 07:06:09 - mmengine - INFO - Epoch(train) [149][2920/3757] lr: 7.598e-04 eta: 8:33:48 time: 0.268 data_time: 0.007 memory: 5036 grad_norm: 9.7283 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3937 loss: 1.3937 2022/06/27 07:06:14 - mmengine - INFO - Epoch(train) [149][2940/3757] lr: 7.598e-04 eta: 8:33:43 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 13.0806 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6643 loss: 1.6643 2022/06/27 07:06:19 - mmengine - INFO - Epoch(train) [149][2960/3757] lr: 7.598e-04 eta: 8:33:37 time: 0.267 data_time: 0.010 memory: 5036 grad_norm: 10.9484 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.2156 loss: 2.2156 2022/06/27 07:06:20 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 07:06:25 - mmengine - INFO - Epoch(train) [149][2980/3757] lr: 7.598e-04 eta: 8:33:32 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 13.2634 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7663 loss: 1.7663 2022/06/27 07:06:30 - mmengine - INFO - Epoch(train) [149][3000/3757] lr: 7.598e-04 eta: 8:33:27 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 11.8046 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5502 loss: 1.5502 2022/06/27 07:06:35 - mmengine - INFO - Epoch(train) [149][3020/3757] lr: 7.598e-04 eta: 8:33:22 time: 0.254 data_time: 0.008 memory: 5036 grad_norm: 9.8561 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7496 loss: 1.7496 2022/06/27 07:06:40 - mmengine - INFO - Epoch(train) [149][3040/3757] lr: 7.598e-04 eta: 8:33:16 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 12.8533 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9477 loss: 1.9477 2022/06/27 07:06:46 - mmengine - INFO - Epoch(train) [149][3060/3757] lr: 7.598e-04 eta: 8:33:11 time: 0.260 data_time: 0.009 memory: 5036 grad_norm: 12.3196 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.1038 loss: 1.1038 2022/06/27 07:06:51 - mmengine - INFO - Epoch(train) [149][3080/3757] lr: 7.598e-04 eta: 8:33:06 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 10.6281 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9102 loss: 1.9102 2022/06/27 07:06:56 - mmengine - INFO - Epoch(train) [149][3100/3757] lr: 7.598e-04 eta: 8:33:01 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 9.8802 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.5914 loss: 1.5914 2022/06/27 07:07:02 - mmengine - INFO - Epoch(train) [149][3120/3757] lr: 7.598e-04 eta: 8:32:55 time: 0.271 data_time: 0.027 memory: 5036 grad_norm: 9.3016 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.8341 loss: 1.8341 2022/06/27 07:07:07 - mmengine - INFO - Epoch(train) [149][3140/3757] lr: 7.598e-04 eta: 8:32:50 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 14.0395 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0248 loss: 2.0248 2022/06/27 07:07:12 - mmengine - INFO - Epoch(train) [149][3160/3757] lr: 7.598e-04 eta: 8:32:45 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 12.9154 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.9022 loss: 1.9022 2022/06/27 07:07:18 - mmengine - INFO - Epoch(train) [149][3180/3757] lr: 7.598e-04 eta: 8:32:40 time: 0.258 data_time: 0.010 memory: 5036 grad_norm: 12.3856 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7230 loss: 1.7230 2022/06/27 07:07:23 - mmengine - INFO - Epoch(train) [149][3200/3757] lr: 7.598e-04 eta: 8:32:34 time: 0.259 data_time: 0.009 memory: 5036 grad_norm: 11.8909 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.9549 loss: 1.9549 2022/06/27 07:07:28 - mmengine - INFO - Epoch(train) [149][3220/3757] lr: 7.598e-04 eta: 8:32:29 time: 0.258 data_time: 0.010 memory: 5036 grad_norm: 10.7568 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4008 loss: 1.4008 2022/06/27 07:07:33 - mmengine - INFO - Epoch(train) [149][3240/3757] lr: 7.598e-04 eta: 8:32:24 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 11.5642 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.1181 loss: 2.1181 2022/06/27 07:07:39 - mmengine - INFO - Epoch(train) [149][3260/3757] lr: 7.598e-04 eta: 8:32:19 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 10.3311 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7146 loss: 1.7146 2022/06/27 07:07:44 - mmengine - INFO - Epoch(train) [149][3280/3757] lr: 7.598e-04 eta: 8:32:13 time: 0.248 data_time: 0.007 memory: 5036 grad_norm: 9.3637 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.5508 loss: 1.5508 2022/06/27 07:07:49 - mmengine - INFO - Epoch(train) [149][3300/3757] lr: 7.598e-04 eta: 8:32:08 time: 0.259 data_time: 0.009 memory: 5036 grad_norm: 13.1977 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.3709 loss: 1.3709 2022/06/27 07:07:54 - mmengine - INFO - Epoch(train) [149][3320/3757] lr: 7.598e-04 eta: 8:32:03 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 11.2065 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.5966 loss: 1.5966 2022/06/27 07:08:00 - mmengine - INFO - Epoch(train) [149][3340/3757] lr: 7.598e-04 eta: 8:31:58 time: 0.248 data_time: 0.005 memory: 5036 grad_norm: 10.9423 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5053 loss: 1.5053 2022/06/27 07:08:05 - mmengine - INFO - Epoch(train) [149][3360/3757] lr: 7.598e-04 eta: 8:31:52 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 9.8352 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0111 loss: 2.0111 2022/06/27 07:08:10 - mmengine - INFO - Epoch(train) [149][3380/3757] lr: 7.598e-04 eta: 8:31:47 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 11.7495 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9607 loss: 1.9607 2022/06/27 07:08:15 - mmengine - INFO - Epoch(train) [149][3400/3757] lr: 7.598e-04 eta: 8:31:42 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 10.0425 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7304 loss: 1.7304 2022/06/27 07:08:21 - mmengine - INFO - Epoch(train) [149][3420/3757] lr: 7.598e-04 eta: 8:31:36 time: 0.251 data_time: 0.007 memory: 5036 grad_norm: 11.4734 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3536 loss: 1.3536 2022/06/27 07:08:26 - mmengine - INFO - Epoch(train) [149][3440/3757] lr: 7.598e-04 eta: 8:31:31 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 9.3797 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.2730 loss: 1.2730 2022/06/27 07:08:31 - mmengine - INFO - Epoch(train) [149][3460/3757] lr: 7.598e-04 eta: 8:31:26 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 11.9169 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4288 loss: 1.4288 2022/06/27 07:08:37 - mmengine - INFO - Epoch(train) [149][3480/3757] lr: 7.598e-04 eta: 8:31:21 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 10.8946 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.4478 loss: 1.4478 2022/06/27 07:08:42 - mmengine - INFO - Epoch(train) [149][3500/3757] lr: 7.598e-04 eta: 8:31:15 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 10.4574 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4901 loss: 1.4901 2022/06/27 07:08:47 - mmengine - INFO - Epoch(train) [149][3520/3757] lr: 7.598e-04 eta: 8:31:10 time: 0.259 data_time: 0.009 memory: 5036 grad_norm: 10.9147 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.6778 loss: 1.6778 2022/06/27 07:08:52 - mmengine - INFO - Epoch(train) [149][3540/3757] lr: 7.598e-04 eta: 8:31:05 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 13.0339 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.5317 loss: 1.5317 2022/06/27 07:08:58 - mmengine - INFO - Epoch(train) [149][3560/3757] lr: 7.598e-04 eta: 8:31:00 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 11.8210 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4103 loss: 1.4103 2022/06/27 07:09:03 - mmengine - INFO - Epoch(train) [149][3580/3757] lr: 7.598e-04 eta: 8:30:54 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 10.9543 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4768 loss: 1.4768 2022/06/27 07:09:08 - mmengine - INFO - Epoch(train) [149][3600/3757] lr: 7.598e-04 eta: 8:30:49 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 11.2307 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.9971 loss: 1.9971 2022/06/27 07:09:14 - mmengine - INFO - Epoch(train) [149][3620/3757] lr: 7.598e-04 eta: 8:30:44 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 10.4842 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.9085 loss: 1.9085 2022/06/27 07:09:19 - mmengine - INFO - Epoch(train) [149][3640/3757] lr: 7.598e-04 eta: 8:30:39 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 13.4586 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.9983 loss: 1.9983 2022/06/27 07:09:24 - mmengine - INFO - Epoch(train) [149][3660/3757] lr: 7.598e-04 eta: 8:30:33 time: 0.263 data_time: 0.010 memory: 5036 grad_norm: 12.1039 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7850 loss: 1.7850 2022/06/27 07:09:29 - mmengine - INFO - Epoch(train) [149][3680/3757] lr: 7.598e-04 eta: 8:30:28 time: 0.262 data_time: 0.009 memory: 5036 grad_norm: 10.1860 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.9800 loss: 1.9800 2022/06/27 07:09:35 - mmengine - INFO - Epoch(train) [149][3700/3757] lr: 7.598e-04 eta: 8:30:23 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 10.6517 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6181 loss: 1.6181 2022/06/27 07:09:40 - mmengine - INFO - Epoch(train) [149][3720/3757] lr: 7.598e-04 eta: 8:30:18 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 9.6558 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.8997 loss: 1.8997 2022/06/27 07:09:45 - mmengine - INFO - Epoch(train) [149][3740/3757] lr: 7.598e-04 eta: 8:30:12 time: 0.242 data_time: 0.006 memory: 5036 grad_norm: 12.8363 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.7318 loss: 1.7318 2022/06/27 07:09:50 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 07:09:50 - mmengine - INFO - Saving checkpoint at 149 epochs 2022/06/27 07:10:02 - mmengine - INFO - Epoch(val) [149][20/310] eta: 0:01:51 time: 0.106 data_time: 0.005 memory: 5036 2022/06/27 07:10:07 - mmengine - INFO - Epoch(val) [149][40/310] eta: 0:01:38 time: 0.109 data_time: 0.008 memory: 1723 2022/06/27 07:10:12 - mmengine - INFO - Epoch(val) [149][60/310] eta: 0:00:26 time: 0.111 data_time: 0.003 memory: 1723 2022/06/27 07:10:16 - mmengine - INFO - Epoch(val) [149][80/310] eta: 0:00:24 time: 0.103 data_time: 0.002 memory: 1723 2022/06/27 07:10:23 - mmengine - INFO - Epoch(val) [149][100/310] eta: 0:01:15 time: 0.338 data_time: 0.236 memory: 1723 2022/06/27 07:10:28 - mmengine - INFO - Epoch(val) [149][120/310] eta: 0:01:09 time: 0.177 data_time: 0.075 memory: 1723 2022/06/27 07:10:33 - mmengine - INFO - Epoch(val) [149][140/310] eta: 0:00:23 time: 0.112 data_time: 0.005 memory: 1723 2022/06/27 07:10:37 - mmengine - INFO - Epoch(val) [149][160/310] eta: 0:00:15 time: 0.104 data_time: 0.002 memory: 1723 2022/06/27 07:10:44 - mmengine - INFO - Epoch(val) [149][180/310] eta: 0:00:41 time: 0.114 data_time: 0.011 memory: 1723 2022/06/27 07:10:49 - mmengine - INFO - Epoch(val) [149][200/310] eta: 0:00:39 time: 0.109 data_time: 0.008 memory: 1723 2022/06/27 07:10:53 - mmengine - INFO - Epoch(val) [149][220/310] eta: 0:00:09 time: 0.103 data_time: 0.001 memory: 1723 2022/06/27 07:10:58 - mmengine - INFO - Epoch(val) [149][240/310] eta: 0:00:07 time: 0.103 data_time: 0.001 memory: 1723 2022/06/27 07:11:05 - mmengine - INFO - Epoch(val) [149][260/310] eta: 0:00:18 time: 0.108 data_time: 0.002 memory: 1723 2022/06/27 07:11:10 - mmengine - INFO - Epoch(val) [149][280/310] eta: 0:00:10 time: 0.113 data_time: 0.002 memory: 1723 2022/06/27 07:11:12 - mmengine - INFO - Epoch(val) [149][300/310] eta: 0:00:01 time: 0.102 data_time: 0.001 memory: 1723 2022/06/27 07:11:14 - mmengine - INFO - Epoch(val) [149][310/310] acc/top1: 0.5999 acc/top5: 0.8187 acc/mean1: 0.5997 2022/06/27 07:11:24 - mmengine - INFO - Epoch(train) [150][20/3757] lr: 7.142e-04 eta: 8:30:03 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 11.0745 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.6487 loss: 1.6487 2022/06/27 07:11:29 - mmengine - INFO - Epoch(train) [150][40/3757] lr: 7.142e-04 eta: 8:29:58 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 11.1599 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.8931 loss: 1.8931 2022/06/27 07:11:35 - mmengine - INFO - Epoch(train) [150][60/3757] lr: 7.142e-04 eta: 8:29:53 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 10.5974 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7599 loss: 1.7599 2022/06/27 07:11:40 - mmengine - INFO - Epoch(train) [150][80/3757] lr: 7.142e-04 eta: 8:29:47 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 9.5039 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.8314 loss: 1.8314 2022/06/27 07:11:45 - mmengine - INFO - Epoch(train) [150][100/3757] lr: 7.142e-04 eta: 8:29:42 time: 0.269 data_time: 0.021 memory: 5036 grad_norm: 12.2466 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3748 loss: 1.3748 2022/06/27 07:11:51 - mmengine - INFO - Epoch(train) [150][120/3757] lr: 7.142e-04 eta: 8:29:37 time: 0.267 data_time: 0.003 memory: 5036 grad_norm: 10.5793 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.6455 loss: 1.6455 2022/06/27 07:11:56 - mmengine - INFO - Epoch(train) [150][140/3757] lr: 7.142e-04 eta: 8:29:32 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 11.9805 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.7202 loss: 1.7202 2022/06/27 07:12:01 - mmengine - INFO - Epoch(train) [150][160/3757] lr: 7.142e-04 eta: 8:29:27 time: 0.251 data_time: 0.004 memory: 5036 grad_norm: 11.5353 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.2438 loss: 2.2438 2022/06/27 07:12:07 - mmengine - INFO - Epoch(train) [150][180/3757] lr: 7.142e-04 eta: 8:29:21 time: 0.266 data_time: 0.003 memory: 5036 grad_norm: 12.1696 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7355 loss: 1.7355 2022/06/27 07:12:12 - mmengine - INFO - Epoch(train) [150][200/3757] lr: 7.142e-04 eta: 8:29:16 time: 0.295 data_time: 0.003 memory: 5036 grad_norm: 11.5200 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.5314 loss: 1.5314 2022/06/27 07:12:14 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 07:12:17 - mmengine - INFO - Epoch(train) [150][220/3757] lr: 7.142e-04 eta: 8:29:11 time: 0.254 data_time: 0.004 memory: 5036 grad_norm: 10.1308 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8133 loss: 1.8133 2022/06/27 07:12:23 - mmengine - INFO - Epoch(train) [150][240/3757] lr: 7.142e-04 eta: 8:29:06 time: 0.254 data_time: 0.004 memory: 5036 grad_norm: 11.5201 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.5757 loss: 1.5757 2022/06/27 07:12:28 - mmengine - INFO - Epoch(train) [150][260/3757] lr: 7.142e-04 eta: 8:29:00 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 11.3379 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5819 loss: 1.5819 2022/06/27 07:12:33 - mmengine - INFO - Epoch(train) [150][280/3757] lr: 7.142e-04 eta: 8:28:55 time: 0.256 data_time: 0.004 memory: 5036 grad_norm: 11.1339 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.6769 loss: 1.6769 2022/06/27 07:12:39 - mmengine - INFO - Epoch(train) [150][300/3757] lr: 7.142e-04 eta: 8:28:50 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 11.9665 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8027 loss: 1.8027 2022/06/27 07:12:44 - mmengine - INFO - Epoch(train) [150][320/3757] lr: 7.142e-04 eta: 8:28:45 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 11.0328 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6151 loss: 1.6151 2022/06/27 07:12:49 - mmengine - INFO - Epoch(train) [150][340/3757] lr: 7.142e-04 eta: 8:28:39 time: 0.257 data_time: 0.004 memory: 5036 grad_norm: 11.2415 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.4119 loss: 1.4119 2022/06/27 07:12:54 - mmengine - INFO - Epoch(train) [150][360/3757] lr: 7.142e-04 eta: 8:28:34 time: 0.271 data_time: 0.003 memory: 5036 grad_norm: 11.2314 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0021 loss: 2.0021 2022/06/27 07:13:00 - mmengine - INFO - Epoch(train) [150][380/3757] lr: 7.142e-04 eta: 8:28:29 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 11.7545 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5430 loss: 1.5430 2022/06/27 07:13:05 - mmengine - INFO - Epoch(train) [150][400/3757] lr: 7.142e-04 eta: 8:28:24 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 14.0473 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5977 loss: 1.5977 2022/06/27 07:13:11 - mmengine - INFO - Epoch(train) [150][420/3757] lr: 7.142e-04 eta: 8:28:18 time: 0.287 data_time: 0.003 memory: 5036 grad_norm: 10.8315 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6656 loss: 1.6656 2022/06/27 07:13:16 - mmengine - INFO - Epoch(train) [150][440/3757] lr: 7.142e-04 eta: 8:28:13 time: 0.269 data_time: 0.004 memory: 5036 grad_norm: 12.8322 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.0778 loss: 2.0778 2022/06/27 07:13:21 - mmengine - INFO - Epoch(train) [150][460/3757] lr: 7.142e-04 eta: 8:28:08 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 11.9138 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.1868 loss: 1.1868 2022/06/27 07:13:27 - mmengine - INFO - Epoch(train) [150][480/3757] lr: 7.142e-04 eta: 8:28:03 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 10.0741 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6539 loss: 1.6539 2022/06/27 07:13:32 - mmengine - INFO - Epoch(train) [150][500/3757] lr: 7.142e-04 eta: 8:27:57 time: 0.272 data_time: 0.003 memory: 5036 grad_norm: 11.1276 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.5307 loss: 1.5307 2022/06/27 07:13:37 - mmengine - INFO - Epoch(train) [150][520/3757] lr: 7.142e-04 eta: 8:27:52 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 12.3861 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0006 loss: 2.0006 2022/06/27 07:13:43 - mmengine - INFO - Epoch(train) [150][540/3757] lr: 7.142e-04 eta: 8:27:47 time: 0.262 data_time: 0.004 memory: 5036 grad_norm: 11.2341 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.7749 loss: 1.7749 2022/06/27 07:13:48 - mmengine - INFO - Epoch(train) [150][560/3757] lr: 7.142e-04 eta: 8:27:42 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 11.7843 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.7916 loss: 1.7916 2022/06/27 07:13:54 - mmengine - INFO - Epoch(train) [150][580/3757] lr: 7.142e-04 eta: 8:27:36 time: 0.269 data_time: 0.003 memory: 5036 grad_norm: 10.4672 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1812 loss: 2.1812 2022/06/27 07:13:59 - mmengine - INFO - Epoch(train) [150][600/3757] lr: 7.142e-04 eta: 8:27:31 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 11.8802 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3292 loss: 1.3292 2022/06/27 07:14:04 - mmengine - INFO - Epoch(train) [150][620/3757] lr: 7.142e-04 eta: 8:27:26 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 12.0719 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.6869 loss: 1.6869 2022/06/27 07:14:09 - mmengine - INFO - Epoch(train) [150][640/3757] lr: 7.142e-04 eta: 8:27:21 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 12.4809 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.6637 loss: 1.6637 2022/06/27 07:14:15 - mmengine - INFO - Epoch(train) [150][660/3757] lr: 7.142e-04 eta: 8:27:15 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 10.9712 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.3974 loss: 1.3974 2022/06/27 07:14:20 - mmengine - INFO - Epoch(train) [150][680/3757] lr: 7.142e-04 eta: 8:27:10 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 12.8257 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1807 loss: 2.1807 2022/06/27 07:14:26 - mmengine - INFO - Epoch(train) [150][700/3757] lr: 7.142e-04 eta: 8:27:05 time: 0.268 data_time: 0.007 memory: 5036 grad_norm: 10.7140 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4207 loss: 1.4207 2022/06/27 07:14:31 - mmengine - INFO - Epoch(train) [150][720/3757] lr: 7.142e-04 eta: 8:27:00 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 9.4664 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6467 loss: 1.6467 2022/06/27 07:14:36 - mmengine - INFO - Epoch(train) [150][740/3757] lr: 7.142e-04 eta: 8:26:54 time: 0.268 data_time: 0.006 memory: 5036 grad_norm: 11.2363 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5536 loss: 1.5536 2022/06/27 07:14:41 - mmengine - INFO - Epoch(train) [150][760/3757] lr: 7.142e-04 eta: 8:26:49 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 11.2422 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.6000 loss: 1.6000 2022/06/27 07:14:46 - mmengine - INFO - Epoch(train) [150][780/3757] lr: 7.142e-04 eta: 8:26:44 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 12.8742 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.8313 loss: 1.8313 2022/06/27 07:14:52 - mmengine - INFO - Epoch(train) [150][800/3757] lr: 7.142e-04 eta: 8:26:39 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 11.9555 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.8815 loss: 1.8815 2022/06/27 07:14:57 - mmengine - INFO - Epoch(train) [150][820/3757] lr: 7.142e-04 eta: 8:26:33 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 11.0921 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.2547 loss: 1.2547 2022/06/27 07:15:02 - mmengine - INFO - Epoch(train) [150][840/3757] lr: 7.142e-04 eta: 8:26:28 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 9.1872 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8633 loss: 1.8633 2022/06/27 07:15:07 - mmengine - INFO - Epoch(train) [150][860/3757] lr: 7.142e-04 eta: 8:26:23 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 11.1803 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4606 loss: 1.4606 2022/06/27 07:15:13 - mmengine - INFO - Epoch(train) [150][880/3757] lr: 7.142e-04 eta: 8:26:17 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 13.3358 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7178 loss: 1.7178 2022/06/27 07:15:18 - mmengine - INFO - Epoch(train) [150][900/3757] lr: 7.142e-04 eta: 8:26:12 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 10.8972 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8194 loss: 1.8194 2022/06/27 07:15:23 - mmengine - INFO - Epoch(train) [150][920/3757] lr: 7.142e-04 eta: 8:26:07 time: 0.261 data_time: 0.014 memory: 5036 grad_norm: 11.1592 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.0632 loss: 2.0632 2022/06/27 07:15:28 - mmengine - INFO - Epoch(train) [150][940/3757] lr: 7.142e-04 eta: 8:26:02 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 11.8855 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8152 loss: 1.8152 2022/06/27 07:15:34 - mmengine - INFO - Epoch(train) [150][960/3757] lr: 7.142e-04 eta: 8:25:56 time: 0.266 data_time: 0.005 memory: 5036 grad_norm: 12.6078 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6227 loss: 1.6227 2022/06/27 07:15:39 - mmengine - INFO - Epoch(train) [150][980/3757] lr: 7.142e-04 eta: 8:25:51 time: 0.266 data_time: 0.006 memory: 5036 grad_norm: 11.8638 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.5047 loss: 1.5047 2022/06/27 07:15:44 - mmengine - INFO - Epoch(train) [150][1000/3757] lr: 7.142e-04 eta: 8:25:46 time: 0.259 data_time: 0.017 memory: 5036 grad_norm: 10.4313 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8121 loss: 1.8121 2022/06/27 07:15:49 - mmengine - INFO - Epoch(train) [150][1020/3757] lr: 7.142e-04 eta: 8:25:41 time: 0.266 data_time: 0.004 memory: 5036 grad_norm: 11.4877 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9449 loss: 1.9449 2022/06/27 07:15:55 - mmengine - INFO - Epoch(train) [150][1040/3757] lr: 7.142e-04 eta: 8:25:36 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 9.9944 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.8325 loss: 1.8325 2022/06/27 07:16:00 - mmengine - INFO - Epoch(train) [150][1060/3757] lr: 7.142e-04 eta: 8:25:30 time: 0.262 data_time: 0.015 memory: 5036 grad_norm: 11.1060 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.3520 loss: 1.3520 2022/06/27 07:16:06 - mmengine - INFO - Epoch(train) [150][1080/3757] lr: 7.142e-04 eta: 8:25:25 time: 0.255 data_time: 0.012 memory: 5036 grad_norm: 10.6632 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.4410 loss: 1.4410 2022/06/27 07:16:11 - mmengine - INFO - Epoch(train) [150][1100/3757] lr: 7.142e-04 eta: 8:25:20 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 12.0537 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1045 loss: 2.1045 2022/06/27 07:16:16 - mmengine - INFO - Epoch(train) [150][1120/3757] lr: 7.142e-04 eta: 8:25:14 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 12.4787 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9603 loss: 1.9603 2022/06/27 07:16:22 - mmengine - INFO - Epoch(train) [150][1140/3757] lr: 7.142e-04 eta: 8:25:09 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 12.1660 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7781 loss: 1.7781 2022/06/27 07:16:27 - mmengine - INFO - Epoch(train) [150][1160/3757] lr: 7.142e-04 eta: 8:25:04 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 9.9761 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5459 loss: 1.5459 2022/06/27 07:16:32 - mmengine - INFO - Epoch(train) [150][1180/3757] lr: 7.142e-04 eta: 8:24:59 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 11.1923 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.1695 loss: 2.1695 2022/06/27 07:16:37 - mmengine - INFO - Epoch(train) [150][1200/3757] lr: 7.142e-04 eta: 8:24:53 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 11.5351 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7557 loss: 1.7557 2022/06/27 07:16:39 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 07:16:43 - mmengine - INFO - Epoch(train) [150][1220/3757] lr: 7.142e-04 eta: 8:24:48 time: 0.278 data_time: 0.003 memory: 5036 grad_norm: 10.8830 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.1543 loss: 2.1543 2022/06/27 07:16:48 - mmengine - INFO - Epoch(train) [150][1240/3757] lr: 7.142e-04 eta: 8:24:43 time: 0.260 data_time: 0.011 memory: 5036 grad_norm: 11.5148 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8236 loss: 1.8236 2022/06/27 07:16:53 - mmengine - INFO - Epoch(train) [150][1260/3757] lr: 7.142e-04 eta: 8:24:38 time: 0.268 data_time: 0.007 memory: 5036 grad_norm: 11.0846 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.5033 loss: 1.5033 2022/06/27 07:16:59 - mmengine - INFO - Epoch(train) [150][1280/3757] lr: 7.142e-04 eta: 8:24:32 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 11.7391 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3630 loss: 1.3630 2022/06/27 07:17:04 - mmengine - INFO - Epoch(train) [150][1300/3757] lr: 7.142e-04 eta: 8:24:27 time: 0.253 data_time: 0.010 memory: 5036 grad_norm: 11.7246 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3605 loss: 1.3605 2022/06/27 07:17:09 - mmengine - INFO - Epoch(train) [150][1320/3757] lr: 7.142e-04 eta: 8:24:22 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 12.3395 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.7069 loss: 1.7069 2022/06/27 07:17:15 - mmengine - INFO - Epoch(train) [150][1340/3757] lr: 7.142e-04 eta: 8:24:17 time: 0.277 data_time: 0.003 memory: 5036 grad_norm: 13.2197 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.6078 loss: 1.6078 2022/06/27 07:17:20 - mmengine - INFO - Epoch(train) [150][1360/3757] lr: 7.142e-04 eta: 8:24:11 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 11.0269 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8285 loss: 1.8285 2022/06/27 07:17:25 - mmengine - INFO - Epoch(train) [150][1380/3757] lr: 7.142e-04 eta: 8:24:06 time: 0.256 data_time: 0.010 memory: 5036 grad_norm: 14.7911 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.3553 loss: 1.3553 2022/06/27 07:17:30 - mmengine - INFO - Epoch(train) [150][1400/3757] lr: 7.142e-04 eta: 8:24:01 time: 0.256 data_time: 0.008 memory: 5036 grad_norm: 12.5560 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5288 loss: 1.5288 2022/06/27 07:17:36 - mmengine - INFO - Epoch(train) [150][1420/3757] lr: 7.142e-04 eta: 8:23:56 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 12.5766 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8596 loss: 1.8596 2022/06/27 07:17:41 - mmengine - INFO - Epoch(train) [150][1440/3757] lr: 7.142e-04 eta: 8:23:50 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 11.4411 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.9367 loss: 1.9367 2022/06/27 07:17:46 - mmengine - INFO - Epoch(train) [150][1460/3757] lr: 7.142e-04 eta: 8:23:45 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 9.8579 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.5302 loss: 1.5302 2022/06/27 07:17:51 - mmengine - INFO - Epoch(train) [150][1480/3757] lr: 7.142e-04 eta: 8:23:40 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 11.6843 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5306 loss: 1.5306 2022/06/27 07:17:57 - mmengine - INFO - Epoch(train) [150][1500/3757] lr: 7.142e-04 eta: 8:23:35 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 9.3931 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6816 loss: 1.6816 2022/06/27 07:18:02 - mmengine - INFO - Epoch(train) [150][1520/3757] lr: 7.142e-04 eta: 8:23:29 time: 0.314 data_time: 0.012 memory: 5036 grad_norm: 11.2351 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.5004 loss: 1.5004 2022/06/27 07:18:07 - mmengine - INFO - Epoch(train) [150][1540/3757] lr: 7.142e-04 eta: 8:23:24 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 12.0451 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.3713 loss: 1.3713 2022/06/27 07:18:13 - mmengine - INFO - Epoch(train) [150][1560/3757] lr: 7.142e-04 eta: 8:23:19 time: 0.303 data_time: 0.010 memory: 5036 grad_norm: 11.0850 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3333 loss: 1.3333 2022/06/27 07:18:18 - mmengine - INFO - Epoch(train) [150][1580/3757] lr: 7.142e-04 eta: 8:23:14 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 9.8360 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.9229 loss: 1.9229 2022/06/27 07:18:23 - mmengine - INFO - Epoch(train) [150][1600/3757] lr: 7.142e-04 eta: 8:23:08 time: 0.265 data_time: 0.008 memory: 5036 grad_norm: 10.8358 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6036 loss: 1.6036 2022/06/27 07:18:28 - mmengine - INFO - Epoch(train) [150][1620/3757] lr: 7.142e-04 eta: 8:23:03 time: 0.251 data_time: 0.007 memory: 5036 grad_norm: 10.5961 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7320 loss: 1.7320 2022/06/27 07:18:33 - mmengine - INFO - Epoch(train) [150][1640/3757] lr: 7.142e-04 eta: 8:22:58 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 9.5798 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6338 loss: 1.6338 2022/06/27 07:18:39 - mmengine - INFO - Epoch(train) [150][1660/3757] lr: 7.142e-04 eta: 8:22:53 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 10.4027 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6038 loss: 1.6038 2022/06/27 07:18:44 - mmengine - INFO - Epoch(train) [150][1680/3757] lr: 7.142e-04 eta: 8:22:47 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 13.8072 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6626 loss: 1.6626 2022/06/27 07:18:49 - mmengine - INFO - Epoch(train) [150][1700/3757] lr: 7.142e-04 eta: 8:22:42 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 13.0652 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.6753 loss: 1.6753 2022/06/27 07:18:55 - mmengine - INFO - Epoch(train) [150][1720/3757] lr: 7.142e-04 eta: 8:22:37 time: 0.253 data_time: 0.011 memory: 5036 grad_norm: 11.9634 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.5562 loss: 1.5562 2022/06/27 07:19:00 - mmengine - INFO - Epoch(train) [150][1740/3757] lr: 7.142e-04 eta: 8:22:32 time: 0.255 data_time: 0.004 memory: 5036 grad_norm: 10.7974 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6000 loss: 1.6000 2022/06/27 07:19:05 - mmengine - INFO - Epoch(train) [150][1760/3757] lr: 7.142e-04 eta: 8:22:26 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 12.6842 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4662 loss: 1.4662 2022/06/27 07:19:11 - mmengine - INFO - Epoch(train) [150][1780/3757] lr: 7.142e-04 eta: 8:22:21 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 10.9435 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.1975 loss: 2.1975 2022/06/27 07:19:16 - mmengine - INFO - Epoch(train) [150][1800/3757] lr: 7.142e-04 eta: 8:22:16 time: 0.273 data_time: 0.003 memory: 5036 grad_norm: 10.5326 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8887 loss: 1.8887 2022/06/27 07:19:21 - mmengine - INFO - Epoch(train) [150][1820/3757] lr: 7.142e-04 eta: 8:22:11 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 10.4104 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.2697 loss: 1.2697 2022/06/27 07:19:26 - mmengine - INFO - Epoch(train) [150][1840/3757] lr: 7.142e-04 eta: 8:22:05 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 12.5145 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1356 loss: 2.1356 2022/06/27 07:19:32 - mmengine - INFO - Epoch(train) [150][1860/3757] lr: 7.142e-04 eta: 8:22:00 time: 0.265 data_time: 0.006 memory: 5036 grad_norm: 11.6266 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.8492 loss: 1.8492 2022/06/27 07:19:37 - mmengine - INFO - Epoch(train) [150][1880/3757] lr: 7.142e-04 eta: 8:21:55 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 11.9294 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9063 loss: 1.9063 2022/06/27 07:19:42 - mmengine - INFO - Epoch(train) [150][1900/3757] lr: 7.142e-04 eta: 8:21:50 time: 0.277 data_time: 0.006 memory: 5036 grad_norm: 11.8658 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2095 loss: 2.2095 2022/06/27 07:19:48 - mmengine - INFO - Epoch(train) [150][1920/3757] lr: 7.142e-04 eta: 8:21:44 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 10.7298 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9912 loss: 1.9912 2022/06/27 07:19:53 - mmengine - INFO - Epoch(train) [150][1940/3757] lr: 7.142e-04 eta: 8:21:39 time: 0.272 data_time: 0.021 memory: 5036 grad_norm: 11.0799 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9275 loss: 1.9275 2022/06/27 07:19:58 - mmengine - INFO - Epoch(train) [150][1960/3757] lr: 7.142e-04 eta: 8:21:34 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 10.6748 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.4656 loss: 1.4656 2022/06/27 07:20:03 - mmengine - INFO - Epoch(train) [150][1980/3757] lr: 7.142e-04 eta: 8:21:28 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 12.0457 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4384 loss: 1.4384 2022/06/27 07:20:09 - mmengine - INFO - Epoch(train) [150][2000/3757] lr: 7.142e-04 eta: 8:21:23 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 11.6517 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.6194 loss: 1.6194 2022/06/27 07:20:14 - mmengine - INFO - Epoch(train) [150][2020/3757] lr: 7.142e-04 eta: 8:21:18 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 12.2051 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0952 loss: 2.0952 2022/06/27 07:20:19 - mmengine - INFO - Epoch(train) [150][2040/3757] lr: 7.142e-04 eta: 8:21:13 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 13.2717 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.8359 loss: 1.8359 2022/06/27 07:20:25 - mmengine - INFO - Epoch(train) [150][2060/3757] lr: 7.142e-04 eta: 8:21:07 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 13.6676 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.6551 loss: 1.6551 2022/06/27 07:20:30 - mmengine - INFO - Epoch(train) [150][2080/3757] lr: 7.142e-04 eta: 8:21:02 time: 0.272 data_time: 0.006 memory: 5036 grad_norm: 12.3194 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.5843 loss: 1.5843 2022/06/27 07:20:35 - mmengine - INFO - Epoch(train) [150][2100/3757] lr: 7.142e-04 eta: 8:20:57 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 13.0590 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.8974 loss: 1.8974 2022/06/27 07:20:40 - mmengine - INFO - Epoch(train) [150][2120/3757] lr: 7.142e-04 eta: 8:20:52 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 11.7592 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.5608 loss: 1.5608 2022/06/27 07:20:46 - mmengine - INFO - Epoch(train) [150][2140/3757] lr: 7.142e-04 eta: 8:20:46 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 11.8792 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5822 loss: 1.5822 2022/06/27 07:20:51 - mmengine - INFO - Epoch(train) [150][2160/3757] lr: 7.142e-04 eta: 8:20:41 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 10.4912 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.5990 loss: 1.5990 2022/06/27 07:20:57 - mmengine - INFO - Epoch(train) [150][2180/3757] lr: 7.142e-04 eta: 8:20:36 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 10.8628 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8350 loss: 1.8350 2022/06/27 07:21:02 - mmengine - INFO - Epoch(train) [150][2200/3757] lr: 7.142e-04 eta: 8:20:31 time: 0.265 data_time: 0.007 memory: 5036 grad_norm: 12.4154 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8537 loss: 1.8537 2022/06/27 07:21:04 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 07:21:07 - mmengine - INFO - Epoch(train) [150][2220/3757] lr: 7.142e-04 eta: 8:20:25 time: 0.263 data_time: 0.013 memory: 5036 grad_norm: 9.0925 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8409 loss: 1.8409 2022/06/27 07:21:12 - mmengine - INFO - Epoch(train) [150][2240/3757] lr: 7.142e-04 eta: 8:20:20 time: 0.250 data_time: 0.004 memory: 5036 grad_norm: 10.3103 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9205 loss: 1.9205 2022/06/27 07:21:18 - mmengine - INFO - Epoch(train) [150][2260/3757] lr: 7.142e-04 eta: 8:20:15 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 10.7432 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.6331 loss: 1.6331 2022/06/27 07:21:23 - mmengine - INFO - Epoch(train) [150][2280/3757] lr: 7.142e-04 eta: 8:20:10 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 12.0371 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6849 loss: 1.6849 2022/06/27 07:21:28 - mmengine - INFO - Epoch(train) [150][2300/3757] lr: 7.142e-04 eta: 8:20:04 time: 0.257 data_time: 0.005 memory: 5036 grad_norm: 11.3574 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9701 loss: 1.9701 2022/06/27 07:21:34 - mmengine - INFO - Epoch(train) [150][2320/3757] lr: 7.142e-04 eta: 8:19:59 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 10.2650 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7035 loss: 1.7035 2022/06/27 07:21:39 - mmengine - INFO - Epoch(train) [150][2340/3757] lr: 7.142e-04 eta: 8:19:54 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 12.7041 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3624 loss: 1.3624 2022/06/27 07:21:44 - mmengine - INFO - Epoch(train) [150][2360/3757] lr: 7.142e-04 eta: 8:19:49 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 12.0521 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3737 loss: 1.3737 2022/06/27 07:21:49 - mmengine - INFO - Epoch(train) [150][2380/3757] lr: 7.142e-04 eta: 8:19:43 time: 0.256 data_time: 0.008 memory: 5036 grad_norm: 12.6717 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.5560 loss: 1.5560 2022/06/27 07:21:55 - mmengine - INFO - Epoch(train) [150][2400/3757] lr: 7.142e-04 eta: 8:19:38 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 10.3803 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7942 loss: 1.7942 2022/06/27 07:22:00 - mmengine - INFO - Epoch(train) [150][2420/3757] lr: 7.142e-04 eta: 8:19:33 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 9.7509 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.0302 loss: 2.0302 2022/06/27 07:22:05 - mmengine - INFO - Epoch(train) [150][2440/3757] lr: 7.142e-04 eta: 8:19:28 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 13.3650 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6850 loss: 1.6850 2022/06/27 07:22:11 - mmengine - INFO - Epoch(train) [150][2460/3757] lr: 7.142e-04 eta: 8:19:22 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 9.5342 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8093 loss: 1.8093 2022/06/27 07:22:16 - mmengine - INFO - Epoch(train) [150][2480/3757] lr: 7.142e-04 eta: 8:19:17 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 12.7072 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4030 loss: 1.4030 2022/06/27 07:22:21 - mmengine - INFO - Epoch(train) [150][2500/3757] lr: 7.142e-04 eta: 8:19:12 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 10.2232 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5449 loss: 1.5449 2022/06/27 07:22:26 - mmengine - INFO - Epoch(train) [150][2520/3757] lr: 7.142e-04 eta: 8:19:07 time: 0.250 data_time: 0.008 memory: 5036 grad_norm: 10.2653 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5689 loss: 1.5689 2022/06/27 07:22:32 - mmengine - INFO - Epoch(train) [150][2540/3757] lr: 7.142e-04 eta: 8:19:01 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 12.0279 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.5352 loss: 1.5352 2022/06/27 07:22:37 - mmengine - INFO - Epoch(train) [150][2560/3757] lr: 7.142e-04 eta: 8:18:56 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 9.0723 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8435 loss: 1.8435 2022/06/27 07:22:42 - mmengine - INFO - Epoch(train) [150][2580/3757] lr: 7.142e-04 eta: 8:18:51 time: 0.263 data_time: 0.007 memory: 5036 grad_norm: 10.7579 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8472 loss: 1.8472 2022/06/27 07:22:47 - mmengine - INFO - Epoch(train) [150][2600/3757] lr: 7.142e-04 eta: 8:18:46 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 11.0928 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.7909 loss: 1.7909 2022/06/27 07:22:53 - mmengine - INFO - Epoch(train) [150][2620/3757] lr: 7.142e-04 eta: 8:18:40 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 11.2722 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3583 loss: 1.3583 2022/06/27 07:22:58 - mmengine - INFO - Epoch(train) [150][2640/3757] lr: 7.142e-04 eta: 8:18:35 time: 0.263 data_time: 0.009 memory: 5036 grad_norm: 12.8059 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3217 loss: 1.3217 2022/06/27 07:23:03 - mmengine - INFO - Epoch(train) [150][2660/3757] lr: 7.142e-04 eta: 8:18:30 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 10.3401 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 1.4719 loss: 1.4719 2022/06/27 07:23:08 - mmengine - INFO - Epoch(train) [150][2680/3757] lr: 7.142e-04 eta: 8:18:25 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 11.3378 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7734 loss: 1.7734 2022/06/27 07:23:14 - mmengine - INFO - Epoch(train) [150][2700/3757] lr: 7.142e-04 eta: 8:18:19 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 12.3548 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.6084 loss: 1.6084 2022/06/27 07:23:19 - mmengine - INFO - Epoch(train) [150][2720/3757] lr: 7.142e-04 eta: 8:18:14 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 12.7657 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.6147 loss: 1.6147 2022/06/27 07:23:24 - mmengine - INFO - Epoch(train) [150][2740/3757] lr: 7.142e-04 eta: 8:18:09 time: 0.265 data_time: 0.014 memory: 5036 grad_norm: 10.3288 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.5839 loss: 1.5839 2022/06/27 07:23:30 - mmengine - INFO - Epoch(train) [150][2760/3757] lr: 7.142e-04 eta: 8:18:03 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 9.8038 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8572 loss: 1.8572 2022/06/27 07:23:35 - mmengine - INFO - Epoch(train) [150][2780/3757] lr: 7.142e-04 eta: 8:17:58 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 11.0373 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.9255 loss: 1.9255 2022/06/27 07:23:40 - mmengine - INFO - Epoch(train) [150][2800/3757] lr: 7.142e-04 eta: 8:17:53 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 10.5012 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8610 loss: 1.8610 2022/06/27 07:23:45 - mmengine - INFO - Epoch(train) [150][2820/3757] lr: 7.142e-04 eta: 8:17:48 time: 0.260 data_time: 0.009 memory: 5036 grad_norm: 11.4180 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.7218 loss: 1.7218 2022/06/27 07:23:50 - mmengine - INFO - Epoch(train) [150][2840/3757] lr: 7.142e-04 eta: 8:17:42 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 10.7846 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5922 loss: 1.5922 2022/06/27 07:23:56 - mmengine - INFO - Epoch(train) [150][2860/3757] lr: 7.142e-04 eta: 8:17:37 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 9.9744 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0895 loss: 2.0895 2022/06/27 07:24:01 - mmengine - INFO - Epoch(train) [150][2880/3757] lr: 7.142e-04 eta: 8:17:32 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 10.7423 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7442 loss: 1.7442 2022/06/27 07:24:06 - mmengine - INFO - Epoch(train) [150][2900/3757] lr: 7.142e-04 eta: 8:17:27 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 10.5494 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9987 loss: 1.9987 2022/06/27 07:24:11 - mmengine - INFO - Epoch(train) [150][2920/3757] lr: 7.142e-04 eta: 8:17:21 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 10.6632 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.2846 loss: 1.2846 2022/06/27 07:24:17 - mmengine - INFO - Epoch(train) [150][2940/3757] lr: 7.142e-04 eta: 8:17:16 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 12.0952 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.7535 loss: 1.7535 2022/06/27 07:24:22 - mmengine - INFO - Epoch(train) [150][2960/3757] lr: 7.142e-04 eta: 8:17:11 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 10.7809 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.0554 loss: 2.0554 2022/06/27 07:24:28 - mmengine - INFO - Epoch(train) [150][2980/3757] lr: 7.142e-04 eta: 8:17:06 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 11.4858 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1892 loss: 2.1892 2022/06/27 07:24:33 - mmengine - INFO - Epoch(train) [150][3000/3757] lr: 7.142e-04 eta: 8:17:00 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 12.2448 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.6901 loss: 1.6901 2022/06/27 07:24:38 - mmengine - INFO - Epoch(train) [150][3020/3757] lr: 7.142e-04 eta: 8:16:55 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 10.8527 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6332 loss: 1.6332 2022/06/27 07:24:44 - mmengine - INFO - Epoch(train) [150][3040/3757] lr: 7.142e-04 eta: 8:16:50 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 12.8351 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.7123 loss: 1.7123 2022/06/27 07:24:49 - mmengine - INFO - Epoch(train) [150][3060/3757] lr: 7.142e-04 eta: 8:16:45 time: 0.263 data_time: 0.005 memory: 5036 grad_norm: 10.7566 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.6051 loss: 1.6051 2022/06/27 07:24:55 - mmengine - INFO - Epoch(train) [150][3080/3757] lr: 7.142e-04 eta: 8:16:39 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 10.3570 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7230 loss: 1.7230 2022/06/27 07:25:00 - mmengine - INFO - Epoch(train) [150][3100/3757] lr: 7.142e-04 eta: 8:16:34 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 10.0767 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.1032 loss: 2.1032 2022/06/27 07:25:05 - mmengine - INFO - Epoch(train) [150][3120/3757] lr: 7.142e-04 eta: 8:16:29 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 11.0986 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.6422 loss: 1.6422 2022/06/27 07:25:11 - mmengine - INFO - Epoch(train) [150][3140/3757] lr: 7.142e-04 eta: 8:16:24 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 14.3239 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9990 loss: 1.9990 2022/06/27 07:25:16 - mmengine - INFO - Epoch(train) [150][3160/3757] lr: 7.142e-04 eta: 8:16:19 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 9.6975 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6868 loss: 1.6868 2022/06/27 07:25:21 - mmengine - INFO - Epoch(train) [150][3180/3757] lr: 7.142e-04 eta: 8:16:13 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 10.2372 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8054 loss: 1.8054 2022/06/27 07:25:27 - mmengine - INFO - Epoch(train) [150][3200/3757] lr: 7.142e-04 eta: 8:16:08 time: 0.259 data_time: 0.010 memory: 5036 grad_norm: 12.6037 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.5529 loss: 1.5529 2022/06/27 07:25:28 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 07:25:32 - mmengine - INFO - Epoch(train) [150][3220/3757] lr: 7.142e-04 eta: 8:16:03 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 11.6549 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7335 loss: 1.7335 2022/06/27 07:25:37 - mmengine - INFO - Epoch(train) [150][3240/3757] lr: 7.142e-04 eta: 8:15:57 time: 0.263 data_time: 0.007 memory: 5036 grad_norm: 11.7957 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6294 loss: 1.6294 2022/06/27 07:25:42 - mmengine - INFO - Epoch(train) [150][3260/3757] lr: 7.142e-04 eta: 8:15:52 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 11.2966 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4566 loss: 1.4566 2022/06/27 07:25:48 - mmengine - INFO - Epoch(train) [150][3280/3757] lr: 7.142e-04 eta: 8:15:47 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 11.4573 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6196 loss: 1.6196 2022/06/27 07:25:53 - mmengine - INFO - Epoch(train) [150][3300/3757] lr: 7.142e-04 eta: 8:15:42 time: 0.271 data_time: 0.003 memory: 5036 grad_norm: 11.1361 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 1.8776 loss: 1.8776 2022/06/27 07:25:58 - mmengine - INFO - Epoch(train) [150][3320/3757] lr: 7.142e-04 eta: 8:15:36 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 10.3298 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.9162 loss: 1.9162 2022/06/27 07:26:04 - mmengine - INFO - Epoch(train) [150][3340/3757] lr: 7.142e-04 eta: 8:15:31 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 11.5739 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5287 loss: 1.5287 2022/06/27 07:26:09 - mmengine - INFO - Epoch(train) [150][3360/3757] lr: 7.142e-04 eta: 8:15:26 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 12.1748 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4346 loss: 1.4346 2022/06/27 07:26:14 - mmengine - INFO - Epoch(train) [150][3380/3757] lr: 7.142e-04 eta: 8:15:21 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 9.9176 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.4868 loss: 1.4868 2022/06/27 07:26:19 - mmengine - INFO - Epoch(train) [150][3400/3757] lr: 7.142e-04 eta: 8:15:15 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 13.0261 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7585 loss: 1.7585 2022/06/27 07:26:25 - mmengine - INFO - Epoch(train) [150][3420/3757] lr: 7.142e-04 eta: 8:15:10 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 11.7555 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.7540 loss: 1.7540 2022/06/27 07:26:30 - mmengine - INFO - Epoch(train) [150][3440/3757] lr: 7.142e-04 eta: 8:15:05 time: 0.278 data_time: 0.006 memory: 5036 grad_norm: 11.4092 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.6438 loss: 1.6438 2022/06/27 07:26:35 - mmengine - INFO - Epoch(train) [150][3460/3757] lr: 7.142e-04 eta: 8:15:00 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 9.8599 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9662 loss: 1.9662 2022/06/27 07:26:40 - mmengine - INFO - Epoch(train) [150][3480/3757] lr: 7.142e-04 eta: 8:14:54 time: 0.266 data_time: 0.007 memory: 5036 grad_norm: 9.3639 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6788 loss: 1.6788 2022/06/27 07:26:46 - mmengine - INFO - Epoch(train) [150][3500/3757] lr: 7.142e-04 eta: 8:14:49 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 10.6023 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.3495 loss: 1.3495 2022/06/27 07:26:51 - mmengine - INFO - Epoch(train) [150][3520/3757] lr: 7.142e-04 eta: 8:14:44 time: 0.263 data_time: 0.009 memory: 5036 grad_norm: 12.3946 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.6168 loss: 1.6168 2022/06/27 07:26:56 - mmengine - INFO - Epoch(train) [150][3540/3757] lr: 7.142e-04 eta: 8:14:39 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 10.6823 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9342 loss: 1.9342 2022/06/27 07:27:01 - mmengine - INFO - Epoch(train) [150][3560/3757] lr: 7.142e-04 eta: 8:14:33 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 9.6912 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7199 loss: 1.7199 2022/06/27 07:27:07 - mmengine - INFO - Epoch(train) [150][3580/3757] lr: 7.142e-04 eta: 8:14:28 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 11.9965 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5736 loss: 1.5736 2022/06/27 07:27:12 - mmengine - INFO - Epoch(train) [150][3600/3757] lr: 7.142e-04 eta: 8:14:23 time: 0.267 data_time: 0.007 memory: 5036 grad_norm: 14.3146 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.6133 loss: 1.6133 2022/06/27 07:27:17 - mmengine - INFO - Epoch(train) [150][3620/3757] lr: 7.142e-04 eta: 8:14:18 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 13.1151 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8427 loss: 1.8427 2022/06/27 07:27:22 - mmengine - INFO - Epoch(train) [150][3640/3757] lr: 7.142e-04 eta: 8:14:12 time: 0.263 data_time: 0.007 memory: 5036 grad_norm: 10.8133 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0949 loss: 2.0949 2022/06/27 07:27:28 - mmengine - INFO - Epoch(train) [150][3660/3757] lr: 7.142e-04 eta: 8:14:07 time: 0.261 data_time: 0.009 memory: 5036 grad_norm: 12.5078 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.4527 loss: 1.4527 2022/06/27 07:27:33 - mmengine - INFO - Epoch(train) [150][3680/3757] lr: 7.142e-04 eta: 8:14:02 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 10.4343 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0075 loss: 2.0075 2022/06/27 07:27:38 - mmengine - INFO - Epoch(train) [150][3700/3757] lr: 7.142e-04 eta: 8:13:57 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 13.1372 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6043 loss: 1.6043 2022/06/27 07:27:44 - mmengine - INFO - Epoch(train) [150][3720/3757] lr: 7.142e-04 eta: 8:13:51 time: 0.617 data_time: 0.018 memory: 5036 grad_norm: 11.1949 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6748 loss: 1.6748 2022/06/27 07:27:49 - mmengine - INFO - Epoch(train) [150][3740/3757] lr: 7.142e-04 eta: 8:13:46 time: 0.242 data_time: 0.006 memory: 5036 grad_norm: 11.5096 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.6949 loss: 1.6949 2022/06/27 07:27:53 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 07:27:53 - mmengine - INFO - Saving checkpoint at 150 epochs 2022/06/27 07:28:06 - mmengine - INFO - Epoch(val) [150][20/310] eta: 0:01:47 time: 0.109 data_time: 0.007 memory: 5036 2022/06/27 07:28:11 - mmengine - INFO - Epoch(val) [150][40/310] eta: 0:01:38 time: 0.103 data_time: 0.001 memory: 1723 2022/06/27 07:28:16 - mmengine - INFO - Epoch(val) [150][60/310] eta: 0:00:26 time: 0.112 data_time: 0.005 memory: 1723 2022/06/27 07:28:20 - mmengine - INFO - Epoch(val) [150][80/310] eta: 0:00:24 time: 0.108 data_time: 0.001 memory: 1723 2022/06/27 07:28:27 - mmengine - INFO - Epoch(val) [150][100/310] eta: 0:01:15 time: 0.109 data_time: 0.002 memory: 1723 2022/06/27 07:28:32 - mmengine - INFO - Epoch(val) [150][120/310] eta: 0:01:10 time: 0.108 data_time: 0.001 memory: 1723 2022/06/27 07:28:37 - mmengine - INFO - Epoch(val) [150][140/310] eta: 0:00:17 time: 0.112 data_time: 0.010 memory: 1723 2022/06/27 07:28:41 - mmengine - INFO - Epoch(val) [150][160/310] eta: 0:00:15 time: 0.103 data_time: 0.001 memory: 1723 2022/06/27 07:28:48 - mmengine - INFO - Epoch(val) [150][180/310] eta: 0:00:43 time: 0.106 data_time: 0.005 memory: 1723 2022/06/27 07:28:53 - mmengine - INFO - Epoch(val) [150][200/310] eta: 0:00:39 time: 0.110 data_time: 0.008 memory: 1723 2022/06/27 07:28:58 - mmengine - INFO - Epoch(val) [150][220/310] eta: 0:00:09 time: 0.109 data_time: 0.007 memory: 1723 2022/06/27 07:29:03 - mmengine - INFO - Epoch(val) [150][240/310] eta: 0:00:07 time: 0.109 data_time: 0.002 memory: 1723 2022/06/27 07:29:10 - mmengine - INFO - Epoch(val) [150][260/310] eta: 0:00:17 time: 0.103 data_time: 0.002 memory: 1723 2022/06/27 07:29:14 - mmengine - INFO - Epoch(val) [150][280/310] eta: 0:00:08 time: 0.116 data_time: 0.002 memory: 1723 2022/06/27 07:29:16 - mmengine - INFO - Epoch(val) [150][300/310] eta: 0:00:01 time: 0.097 data_time: 0.001 memory: 1723 2022/06/27 07:29:18 - mmengine - INFO - Epoch(val) [150][310/310] acc/top1: 0.6047 acc/top5: 0.8222 acc/mean1: 0.6046 2022/06/27 07:29:28 - mmengine - INFO - Epoch(train) [151][20/3757] lr: 6.699e-04 eta: 8:13:37 time: 0.274 data_time: 0.003 memory: 5036 grad_norm: 11.8005 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9120 loss: 1.9120 2022/06/27 07:29:33 - mmengine - INFO - Epoch(train) [151][40/3757] lr: 6.699e-04 eta: 8:13:32 time: 0.251 data_time: 0.004 memory: 5036 grad_norm: 12.2124 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6716 loss: 1.6716 2022/06/27 07:29:39 - mmengine - INFO - Epoch(train) [151][60/3757] lr: 6.699e-04 eta: 8:13:26 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 11.6521 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7042 loss: 1.7042 2022/06/27 07:29:44 - mmengine - INFO - Epoch(train) [151][80/3757] lr: 6.699e-04 eta: 8:13:21 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 11.0933 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7193 loss: 1.7193 2022/06/27 07:29:49 - mmengine - INFO - Epoch(train) [151][100/3757] lr: 6.699e-04 eta: 8:13:16 time: 0.273 data_time: 0.003 memory: 5036 grad_norm: 12.7686 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.6222 loss: 1.6222 2022/06/27 07:29:55 - mmengine - INFO - Epoch(train) [151][120/3757] lr: 6.699e-04 eta: 8:13:11 time: 0.269 data_time: 0.004 memory: 5036 grad_norm: 11.2424 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6194 loss: 1.6194 2022/06/27 07:30:00 - mmengine - INFO - Epoch(train) [151][140/3757] lr: 6.699e-04 eta: 8:13:05 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 12.8477 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.7581 loss: 1.7581 2022/06/27 07:30:06 - mmengine - INFO - Epoch(train) [151][160/3757] lr: 6.699e-04 eta: 8:13:00 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 10.7236 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.9222 loss: 1.9222 2022/06/27 07:30:11 - mmengine - INFO - Epoch(train) [151][180/3757] lr: 6.699e-04 eta: 8:12:55 time: 0.275 data_time: 0.003 memory: 5036 grad_norm: 11.6934 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5901 loss: 1.5901 2022/06/27 07:30:16 - mmengine - INFO - Epoch(train) [151][200/3757] lr: 6.699e-04 eta: 8:12:50 time: 0.257 data_time: 0.004 memory: 5036 grad_norm: 11.7422 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.9039 loss: 1.9039 2022/06/27 07:30:22 - mmengine - INFO - Epoch(train) [151][220/3757] lr: 6.699e-04 eta: 8:12:44 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 10.8096 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4921 loss: 1.4921 2022/06/27 07:30:27 - mmengine - INFO - Epoch(train) [151][240/3757] lr: 6.699e-04 eta: 8:12:39 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 11.4092 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4657 loss: 1.4657 2022/06/27 07:30:32 - mmengine - INFO - Epoch(train) [151][260/3757] lr: 6.699e-04 eta: 8:12:34 time: 0.267 data_time: 0.003 memory: 5036 grad_norm: 9.9544 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3832 loss: 1.3832 2022/06/27 07:30:38 - mmengine - INFO - Epoch(train) [151][280/3757] lr: 6.699e-04 eta: 8:12:29 time: 0.250 data_time: 0.004 memory: 5036 grad_norm: 10.6893 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.9104 loss: 1.9104 2022/06/27 07:30:43 - mmengine - INFO - Epoch(train) [151][300/3757] lr: 6.699e-04 eta: 8:12:23 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 9.3028 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0273 loss: 2.0273 2022/06/27 07:30:49 - mmengine - INFO - Epoch(train) [151][320/3757] lr: 6.699e-04 eta: 8:12:18 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 11.2055 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7985 loss: 1.7985 2022/06/27 07:30:54 - mmengine - INFO - Epoch(train) [151][340/3757] lr: 6.699e-04 eta: 8:12:13 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 12.2346 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6643 loss: 1.6643 2022/06/27 07:30:59 - mmengine - INFO - Epoch(train) [151][360/3757] lr: 6.699e-04 eta: 8:12:08 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 12.2071 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8481 loss: 1.8481 2022/06/27 07:31:05 - mmengine - INFO - Epoch(train) [151][380/3757] lr: 6.699e-04 eta: 8:12:03 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 11.2720 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.1131 loss: 2.1131 2022/06/27 07:31:10 - mmengine - INFO - Epoch(train) [151][400/3757] lr: 6.699e-04 eta: 8:11:57 time: 0.269 data_time: 0.009 memory: 5036 grad_norm: 11.2682 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.6445 loss: 1.6445 2022/06/27 07:31:15 - mmengine - INFO - Epoch(train) [151][420/3757] lr: 6.699e-04 eta: 8:11:52 time: 0.278 data_time: 0.007 memory: 5036 grad_norm: 13.7869 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7806 loss: 1.7806 2022/06/27 07:31:21 - mmengine - INFO - Epoch(train) [151][440/3757] lr: 6.699e-04 eta: 8:11:47 time: 0.260 data_time: 0.010 memory: 5036 grad_norm: 11.4060 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.8729 loss: 1.8729 2022/06/27 07:31:23 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 07:31:26 - mmengine - INFO - Epoch(train) [151][460/3757] lr: 6.699e-04 eta: 8:11:42 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 13.4494 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9522 loss: 1.9522 2022/06/27 07:31:31 - mmengine - INFO - Epoch(train) [151][480/3757] lr: 6.699e-04 eta: 8:11:36 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 11.5666 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.7251 loss: 1.7251 2022/06/27 07:31:36 - mmengine - INFO - Epoch(train) [151][500/3757] lr: 6.699e-04 eta: 8:11:31 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 10.9684 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7658 loss: 1.7658 2022/06/27 07:31:42 - mmengine - INFO - Epoch(train) [151][520/3757] lr: 6.699e-04 eta: 8:11:26 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 9.7635 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3873 loss: 1.3873 2022/06/27 07:31:47 - mmengine - INFO - Epoch(train) [151][540/3757] lr: 6.699e-04 eta: 8:11:21 time: 0.258 data_time: 0.010 memory: 5036 grad_norm: 11.5060 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.3955 loss: 1.3955 2022/06/27 07:31:52 - mmengine - INFO - Epoch(train) [151][560/3757] lr: 6.699e-04 eta: 8:11:15 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 10.6825 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8244 loss: 1.8244 2022/06/27 07:31:58 - mmengine - INFO - Epoch(train) [151][580/3757] lr: 6.699e-04 eta: 8:11:10 time: 0.259 data_time: 0.010 memory: 5036 grad_norm: 11.9558 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.4828 loss: 1.4828 2022/06/27 07:32:03 - mmengine - INFO - Epoch(train) [151][600/3757] lr: 6.699e-04 eta: 8:11:05 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 12.2123 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8235 loss: 1.8235 2022/06/27 07:32:08 - mmengine - INFO - Epoch(train) [151][620/3757] lr: 6.699e-04 eta: 8:10:59 time: 0.263 data_time: 0.007 memory: 5036 grad_norm: 9.4602 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.5824 loss: 1.5824 2022/06/27 07:32:14 - mmengine - INFO - Epoch(train) [151][640/3757] lr: 6.699e-04 eta: 8:10:54 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 11.4384 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9866 loss: 1.9866 2022/06/27 07:32:19 - mmengine - INFO - Epoch(train) [151][660/3757] lr: 6.699e-04 eta: 8:10:49 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 11.8581 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6409 loss: 1.6409 2022/06/27 07:32:24 - mmengine - INFO - Epoch(train) [151][680/3757] lr: 6.699e-04 eta: 8:10:44 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 10.3953 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8644 loss: 1.8644 2022/06/27 07:32:30 - mmengine - INFO - Epoch(train) [151][700/3757] lr: 6.699e-04 eta: 8:10:38 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 11.5901 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7410 loss: 1.7410 2022/06/27 07:32:35 - mmengine - INFO - Epoch(train) [151][720/3757] lr: 6.699e-04 eta: 8:10:33 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 10.1765 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.7631 loss: 1.7631 2022/06/27 07:32:40 - mmengine - INFO - Epoch(train) [151][740/3757] lr: 6.699e-04 eta: 8:10:28 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 10.7981 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7518 loss: 1.7518 2022/06/27 07:32:46 - mmengine - INFO - Epoch(train) [151][760/3757] lr: 6.699e-04 eta: 8:10:23 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 9.1168 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3091 loss: 1.3091 2022/06/27 07:32:51 - mmengine - INFO - Epoch(train) [151][780/3757] lr: 6.699e-04 eta: 8:10:18 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 13.1448 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9266 loss: 1.9266 2022/06/27 07:32:56 - mmengine - INFO - Epoch(train) [151][800/3757] lr: 6.699e-04 eta: 8:10:12 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 14.0609 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5679 loss: 1.5679 2022/06/27 07:33:01 - mmengine - INFO - Epoch(train) [151][820/3757] lr: 6.699e-04 eta: 8:10:07 time: 0.261 data_time: 0.009 memory: 5036 grad_norm: 10.7694 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6591 loss: 1.6591 2022/06/27 07:33:07 - mmengine - INFO - Epoch(train) [151][840/3757] lr: 6.699e-04 eta: 8:10:02 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 10.7863 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.9510 loss: 1.9510 2022/06/27 07:33:12 - mmengine - INFO - Epoch(train) [151][860/3757] lr: 6.699e-04 eta: 8:09:56 time: 0.264 data_time: 0.007 memory: 5036 grad_norm: 10.6237 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.5854 loss: 1.5854 2022/06/27 07:33:17 - mmengine - INFO - Epoch(train) [151][880/3757] lr: 6.699e-04 eta: 8:09:51 time: 0.269 data_time: 0.007 memory: 5036 grad_norm: 11.4774 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7069 loss: 1.7069 2022/06/27 07:33:23 - mmengine - INFO - Epoch(train) [151][900/3757] lr: 6.699e-04 eta: 8:09:46 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 12.1309 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7179 loss: 1.7179 2022/06/27 07:33:28 - mmengine - INFO - Epoch(train) [151][920/3757] lr: 6.699e-04 eta: 8:09:41 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 10.6379 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4497 loss: 1.4497 2022/06/27 07:33:33 - mmengine - INFO - Epoch(train) [151][940/3757] lr: 6.699e-04 eta: 8:09:35 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 11.2940 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.9286 loss: 1.9286 2022/06/27 07:33:38 - mmengine - INFO - Epoch(train) [151][960/3757] lr: 6.699e-04 eta: 8:09:30 time: 0.258 data_time: 0.012 memory: 5036 grad_norm: 11.6714 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7234 loss: 1.7234 2022/06/27 07:33:44 - mmengine - INFO - Epoch(train) [151][980/3757] lr: 6.699e-04 eta: 8:09:25 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 10.1055 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8798 loss: 1.8798 2022/06/27 07:33:49 - mmengine - INFO - Epoch(train) [151][1000/3757] lr: 6.699e-04 eta: 8:09:20 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 13.6043 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0074 loss: 2.0074 2022/06/27 07:33:54 - mmengine - INFO - Epoch(train) [151][1020/3757] lr: 6.699e-04 eta: 8:09:14 time: 0.282 data_time: 0.037 memory: 5036 grad_norm: 11.9545 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.8086 loss: 1.8086 2022/06/27 07:33:59 - mmengine - INFO - Epoch(train) [151][1040/3757] lr: 6.699e-04 eta: 8:09:09 time: 0.266 data_time: 0.006 memory: 5036 grad_norm: 9.7793 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7983 loss: 1.7983 2022/06/27 07:34:05 - mmengine - INFO - Epoch(train) [151][1060/3757] lr: 6.699e-04 eta: 8:09:04 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 13.2345 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.7141 loss: 1.7141 2022/06/27 07:34:10 - mmengine - INFO - Epoch(train) [151][1080/3757] lr: 6.699e-04 eta: 8:08:59 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 10.3535 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5894 loss: 1.5894 2022/06/27 07:34:15 - mmengine - INFO - Epoch(train) [151][1100/3757] lr: 6.699e-04 eta: 8:08:53 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 12.9518 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.5571 loss: 1.5571 2022/06/27 07:34:20 - mmengine - INFO - Epoch(train) [151][1120/3757] lr: 6.699e-04 eta: 8:08:48 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 12.6097 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.6527 loss: 1.6527 2022/06/27 07:34:26 - mmengine - INFO - Epoch(train) [151][1140/3757] lr: 6.699e-04 eta: 8:08:43 time: 0.254 data_time: 0.008 memory: 5036 grad_norm: 11.6761 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4363 loss: 1.4363 2022/06/27 07:34:31 - mmengine - INFO - Epoch(train) [151][1160/3757] lr: 6.699e-04 eta: 8:08:38 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 10.6137 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6020 loss: 1.6020 2022/06/27 07:34:36 - mmengine - INFO - Epoch(train) [151][1180/3757] lr: 6.699e-04 eta: 8:08:32 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 12.5022 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9359 loss: 1.9359 2022/06/27 07:34:42 - mmengine - INFO - Epoch(train) [151][1200/3757] lr: 6.699e-04 eta: 8:08:27 time: 0.263 data_time: 0.007 memory: 5036 grad_norm: 12.7583 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.9745 loss: 1.9745 2022/06/27 07:34:47 - mmengine - INFO - Epoch(train) [151][1220/3757] lr: 6.699e-04 eta: 8:08:22 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 10.1956 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7804 loss: 1.7804 2022/06/27 07:34:52 - mmengine - INFO - Epoch(train) [151][1240/3757] lr: 6.699e-04 eta: 8:08:17 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 11.9370 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7238 loss: 1.7238 2022/06/27 07:34:58 - mmengine - INFO - Epoch(train) [151][1260/3757] lr: 6.699e-04 eta: 8:08:11 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 10.7413 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.7054 loss: 1.7054 2022/06/27 07:35:03 - mmengine - INFO - Epoch(train) [151][1280/3757] lr: 6.699e-04 eta: 8:08:06 time: 0.261 data_time: 0.009 memory: 5036 grad_norm: 10.6835 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8518 loss: 1.8518 2022/06/27 07:35:08 - mmengine - INFO - Epoch(train) [151][1300/3757] lr: 6.699e-04 eta: 8:08:01 time: 0.261 data_time: 0.016 memory: 5036 grad_norm: 13.4009 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.6246 loss: 1.6246 2022/06/27 07:35:13 - mmengine - INFO - Epoch(train) [151][1320/3757] lr: 6.699e-04 eta: 8:07:56 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 12.5269 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.4712 loss: 1.4712 2022/06/27 07:35:19 - mmengine - INFO - Epoch(train) [151][1340/3757] lr: 6.699e-04 eta: 8:07:50 time: 0.258 data_time: 0.008 memory: 5036 grad_norm: 12.4208 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.4438 loss: 1.4438 2022/06/27 07:35:24 - mmengine - INFO - Epoch(train) [151][1360/3757] lr: 6.699e-04 eta: 8:07:45 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 11.7529 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4534 loss: 1.4534 2022/06/27 07:35:29 - mmengine - INFO - Epoch(train) [151][1380/3757] lr: 6.699e-04 eta: 8:07:40 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 11.8082 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.8940 loss: 1.8940 2022/06/27 07:35:34 - mmengine - INFO - Epoch(train) [151][1400/3757] lr: 6.699e-04 eta: 8:07:34 time: 0.257 data_time: 0.004 memory: 5036 grad_norm: 11.6103 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.7607 loss: 1.7607 2022/06/27 07:35:40 - mmengine - INFO - Epoch(train) [151][1420/3757] lr: 6.699e-04 eta: 8:07:29 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 11.8230 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.5120 loss: 1.5120 2022/06/27 07:35:45 - mmengine - INFO - Epoch(train) [151][1440/3757] lr: 6.699e-04 eta: 8:07:24 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 10.9518 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6611 loss: 1.6611 2022/06/27 07:35:47 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 07:35:50 - mmengine - INFO - Epoch(train) [151][1460/3757] lr: 6.699e-04 eta: 8:07:19 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 12.4455 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7846 loss: 1.7846 2022/06/27 07:35:55 - mmengine - INFO - Epoch(train) [151][1480/3757] lr: 6.699e-04 eta: 8:07:13 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 11.4767 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.8293 loss: 1.8293 2022/06/27 07:36:01 - mmengine - INFO - Epoch(train) [151][1500/3757] lr: 6.699e-04 eta: 8:07:08 time: 0.265 data_time: 0.006 memory: 5036 grad_norm: 10.9144 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6367 loss: 1.6367 2022/06/27 07:36:06 - mmengine - INFO - Epoch(train) [151][1520/3757] lr: 6.699e-04 eta: 8:07:03 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 11.9859 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8763 loss: 1.8763 2022/06/27 07:36:11 - mmengine - INFO - Epoch(train) [151][1540/3757] lr: 6.699e-04 eta: 8:06:58 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 11.0008 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7184 loss: 1.7184 2022/06/27 07:36:16 - mmengine - INFO - Epoch(train) [151][1560/3757] lr: 6.699e-04 eta: 8:06:52 time: 0.262 data_time: 0.009 memory: 5036 grad_norm: 13.5981 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1200 loss: 2.1200 2022/06/27 07:36:21 - mmengine - INFO - Epoch(train) [151][1580/3757] lr: 6.699e-04 eta: 8:06:47 time: 0.264 data_time: 0.007 memory: 5036 grad_norm: 11.2831 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 1.6341 loss: 1.6341 2022/06/27 07:36:27 - mmengine - INFO - Epoch(train) [151][1600/3757] lr: 6.699e-04 eta: 8:06:42 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 10.0896 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9433 loss: 1.9433 2022/06/27 07:36:32 - mmengine - INFO - Epoch(train) [151][1620/3757] lr: 6.699e-04 eta: 8:06:37 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 12.3215 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5720 loss: 1.5720 2022/06/27 07:36:37 - mmengine - INFO - Epoch(train) [151][1640/3757] lr: 6.699e-04 eta: 8:06:31 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 10.7884 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.5967 loss: 1.5967 2022/06/27 07:36:43 - mmengine - INFO - Epoch(train) [151][1660/3757] lr: 6.699e-04 eta: 8:06:26 time: 0.266 data_time: 0.012 memory: 5036 grad_norm: 11.8367 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5310 loss: 1.5310 2022/06/27 07:36:48 - mmengine - INFO - Epoch(train) [151][1680/3757] lr: 6.699e-04 eta: 8:06:21 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 10.0074 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.7074 loss: 1.7074 2022/06/27 07:36:53 - mmengine - INFO - Epoch(train) [151][1700/3757] lr: 6.699e-04 eta: 8:06:16 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 11.8090 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.8089 loss: 1.8089 2022/06/27 07:36:58 - mmengine - INFO - Epoch(train) [151][1720/3757] lr: 6.699e-04 eta: 8:06:10 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 11.9003 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0727 loss: 2.0727 2022/06/27 07:37:04 - mmengine - INFO - Epoch(train) [151][1740/3757] lr: 6.699e-04 eta: 8:06:05 time: 0.259 data_time: 0.009 memory: 5036 grad_norm: 11.9994 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8113 loss: 1.8113 2022/06/27 07:37:09 - mmengine - INFO - Epoch(train) [151][1760/3757] lr: 6.699e-04 eta: 8:06:00 time: 0.266 data_time: 0.013 memory: 5036 grad_norm: 12.0696 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.1522 loss: 2.1522 2022/06/27 07:37:14 - mmengine - INFO - Epoch(train) [151][1780/3757] lr: 6.699e-04 eta: 8:05:54 time: 0.263 data_time: 0.007 memory: 5036 grad_norm: 11.4664 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.4486 loss: 1.4486 2022/06/27 07:37:19 - mmengine - INFO - Epoch(train) [151][1800/3757] lr: 6.699e-04 eta: 8:05:49 time: 0.257 data_time: 0.012 memory: 5036 grad_norm: 10.2936 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.2281 loss: 1.2281 2022/06/27 07:37:25 - mmengine - INFO - Epoch(train) [151][1820/3757] lr: 6.699e-04 eta: 8:05:44 time: 0.272 data_time: 0.025 memory: 5036 grad_norm: 11.2520 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5417 loss: 1.5417 2022/06/27 07:37:30 - mmengine - INFO - Epoch(train) [151][1840/3757] lr: 6.699e-04 eta: 8:05:39 time: 0.254 data_time: 0.010 memory: 5036 grad_norm: 14.3067 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.6959 loss: 1.6959 2022/06/27 07:37:35 - mmengine - INFO - Epoch(train) [151][1860/3757] lr: 6.699e-04 eta: 8:05:33 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 10.4067 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0068 loss: 2.0068 2022/06/27 07:37:40 - mmengine - INFO - Epoch(train) [151][1880/3757] lr: 6.699e-04 eta: 8:05:28 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 12.0401 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.4366 loss: 1.4366 2022/06/27 07:37:46 - mmengine - INFO - Epoch(train) [151][1900/3757] lr: 6.699e-04 eta: 8:05:23 time: 0.270 data_time: 0.006 memory: 5036 grad_norm: 11.5810 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3093 loss: 1.3093 2022/06/27 07:37:51 - mmengine - INFO - Epoch(train) [151][1920/3757] lr: 6.699e-04 eta: 8:05:18 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 11.8133 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0262 loss: 2.0262 2022/06/27 07:37:56 - mmengine - INFO - Epoch(train) [151][1940/3757] lr: 6.699e-04 eta: 8:05:12 time: 0.266 data_time: 0.006 memory: 5036 grad_norm: 11.9118 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.7155 loss: 1.7155 2022/06/27 07:38:01 - mmengine - INFO - Epoch(train) [151][1960/3757] lr: 6.699e-04 eta: 8:05:07 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 9.9296 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1810 loss: 2.1810 2022/06/27 07:38:07 - mmengine - INFO - Epoch(train) [151][1980/3757] lr: 6.699e-04 eta: 8:05:02 time: 0.289 data_time: 0.006 memory: 5036 grad_norm: 12.3917 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8314 loss: 1.8314 2022/06/27 07:38:12 - mmengine - INFO - Epoch(train) [151][2000/3757] lr: 6.699e-04 eta: 8:04:57 time: 0.261 data_time: 0.016 memory: 5036 grad_norm: 12.0829 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5370 loss: 1.5370 2022/06/27 07:38:17 - mmengine - INFO - Epoch(train) [151][2020/3757] lr: 6.699e-04 eta: 8:04:51 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 12.1325 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3042 loss: 1.3042 2022/06/27 07:38:23 - mmengine - INFO - Epoch(train) [151][2040/3757] lr: 6.699e-04 eta: 8:04:46 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 12.2947 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8602 loss: 1.8602 2022/06/27 07:38:28 - mmengine - INFO - Epoch(train) [151][2060/3757] lr: 6.699e-04 eta: 8:04:41 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 14.1714 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4761 loss: 1.4761 2022/06/27 07:38:33 - mmengine - INFO - Epoch(train) [151][2080/3757] lr: 6.699e-04 eta: 8:04:36 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 12.9031 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6874 loss: 1.6874 2022/06/27 07:38:39 - mmengine - INFO - Epoch(train) [151][2100/3757] lr: 6.699e-04 eta: 8:04:30 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 14.3025 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.4157 loss: 1.4157 2022/06/27 07:38:44 - mmengine - INFO - Epoch(train) [151][2120/3757] lr: 6.699e-04 eta: 8:04:25 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 11.3714 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.8694 loss: 1.8694 2022/06/27 07:38:49 - mmengine - INFO - Epoch(train) [151][2140/3757] lr: 6.699e-04 eta: 8:04:20 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 10.4209 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4403 loss: 1.4403 2022/06/27 07:38:55 - mmengine - INFO - Epoch(train) [151][2160/3757] lr: 6.699e-04 eta: 8:04:15 time: 0.588 data_time: 0.003 memory: 5036 grad_norm: 12.9634 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.4052 loss: 1.4052 2022/06/27 07:39:00 - mmengine - INFO - Epoch(train) [151][2180/3757] lr: 6.699e-04 eta: 8:04:09 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 11.7132 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.5110 loss: 2.5110 2022/06/27 07:39:05 - mmengine - INFO - Epoch(train) [151][2200/3757] lr: 6.699e-04 eta: 8:04:04 time: 0.264 data_time: 0.006 memory: 5036 grad_norm: 10.5467 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1019 loss: 2.1019 2022/06/27 07:39:11 - mmengine - INFO - Epoch(train) [151][2220/3757] lr: 6.699e-04 eta: 8:03:59 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 12.7826 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4457 loss: 1.4457 2022/06/27 07:39:16 - mmengine - INFO - Epoch(train) [151][2240/3757] lr: 6.699e-04 eta: 8:03:54 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 11.4429 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6687 loss: 1.6687 2022/06/27 07:39:21 - mmengine - INFO - Epoch(train) [151][2260/3757] lr: 6.699e-04 eta: 8:03:48 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 11.2008 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6788 loss: 1.6788 2022/06/27 07:39:27 - mmengine - INFO - Epoch(train) [151][2280/3757] lr: 6.699e-04 eta: 8:03:43 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 11.0521 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.7897 loss: 1.7897 2022/06/27 07:39:32 - mmengine - INFO - Epoch(train) [151][2300/3757] lr: 6.699e-04 eta: 8:03:38 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 11.7184 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6064 loss: 1.6064 2022/06/27 07:39:37 - mmengine - INFO - Epoch(train) [151][2320/3757] lr: 6.699e-04 eta: 8:03:33 time: 0.261 data_time: 0.012 memory: 5036 grad_norm: 10.7033 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7977 loss: 1.7977 2022/06/27 07:39:42 - mmengine - INFO - Epoch(train) [151][2340/3757] lr: 6.699e-04 eta: 8:03:27 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 10.4614 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7145 loss: 1.7145 2022/06/27 07:39:48 - mmengine - INFO - Epoch(train) [151][2360/3757] lr: 6.699e-04 eta: 8:03:22 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 9.2283 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8099 loss: 1.8099 2022/06/27 07:39:53 - mmengine - INFO - Epoch(train) [151][2380/3757] lr: 6.699e-04 eta: 8:03:17 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 12.7817 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.5720 loss: 1.5720 2022/06/27 07:39:59 - mmengine - INFO - Epoch(train) [151][2400/3757] lr: 6.699e-04 eta: 8:03:12 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 9.0986 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7751 loss: 1.7751 2022/06/27 07:40:04 - mmengine - INFO - Epoch(train) [151][2420/3757] lr: 6.699e-04 eta: 8:03:06 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 10.9448 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.7456 loss: 1.7456 2022/06/27 07:40:09 - mmengine - INFO - Epoch(train) [151][2440/3757] lr: 6.699e-04 eta: 8:03:01 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 11.1940 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.6580 loss: 1.6580 2022/06/27 07:40:12 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 07:40:14 - mmengine - INFO - Epoch(train) [151][2460/3757] lr: 6.699e-04 eta: 8:02:56 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 11.7362 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.8917 loss: 1.8917 2022/06/27 07:40:19 - mmengine - INFO - Epoch(train) [151][2480/3757] lr: 6.699e-04 eta: 8:02:51 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 11.5515 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6992 loss: 1.6992 2022/06/27 07:40:25 - mmengine - INFO - Epoch(train) [151][2500/3757] lr: 6.699e-04 eta: 8:02:45 time: 0.442 data_time: 0.022 memory: 5036 grad_norm: 11.2591 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0174 loss: 2.0174 2022/06/27 07:40:30 - mmengine - INFO - Epoch(train) [151][2520/3757] lr: 6.699e-04 eta: 8:02:40 time: 0.256 data_time: 0.008 memory: 5036 grad_norm: 10.5834 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3158 loss: 1.3158 2022/06/27 07:40:36 - mmengine - INFO - Epoch(train) [151][2540/3757] lr: 6.699e-04 eta: 8:02:35 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 8.8773 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8451 loss: 1.8451 2022/06/27 07:40:41 - mmengine - INFO - Epoch(train) [151][2560/3757] lr: 6.699e-04 eta: 8:02:30 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 11.8245 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.1869 loss: 2.1869 2022/06/27 07:40:46 - mmengine - INFO - Epoch(train) [151][2580/3757] lr: 6.699e-04 eta: 8:02:24 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 12.9552 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.9342 loss: 1.9342 2022/06/27 07:40:51 - mmengine - INFO - Epoch(train) [151][2600/3757] lr: 6.699e-04 eta: 8:02:19 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 12.1210 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9727 loss: 1.9727 2022/06/27 07:40:56 - mmengine - INFO - Epoch(train) [151][2620/3757] lr: 6.699e-04 eta: 8:02:14 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 11.0949 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.8150 loss: 1.8150 2022/06/27 07:41:02 - mmengine - INFO - Epoch(train) [151][2640/3757] lr: 6.699e-04 eta: 8:02:09 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 10.9351 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7696 loss: 1.7696 2022/06/27 07:41:07 - mmengine - INFO - Epoch(train) [151][2660/3757] lr: 6.699e-04 eta: 8:02:03 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 12.1874 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8615 loss: 1.8615 2022/06/27 07:41:12 - mmengine - INFO - Epoch(train) [151][2680/3757] lr: 6.699e-04 eta: 8:01:58 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 12.9591 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5242 loss: 1.5242 2022/06/27 07:41:18 - mmengine - INFO - Epoch(train) [151][2700/3757] lr: 6.699e-04 eta: 8:01:53 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 11.2735 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4860 loss: 1.4860 2022/06/27 07:41:23 - mmengine - INFO - Epoch(train) [151][2720/3757] lr: 6.699e-04 eta: 8:01:48 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 14.3220 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5491 loss: 1.5491 2022/06/27 07:41:29 - mmengine - INFO - Epoch(train) [151][2740/3757] lr: 6.699e-04 eta: 8:01:42 time: 0.255 data_time: 0.008 memory: 5036 grad_norm: 10.5877 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5572 loss: 1.5572 2022/06/27 07:41:34 - mmengine - INFO - Epoch(train) [151][2760/3757] lr: 6.699e-04 eta: 8:01:37 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 14.5017 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2088 loss: 2.2088 2022/06/27 07:41:39 - mmengine - INFO - Epoch(train) [151][2780/3757] lr: 6.699e-04 eta: 8:01:32 time: 0.257 data_time: 0.008 memory: 5036 grad_norm: 12.1716 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.5774 loss: 1.5774 2022/06/27 07:41:44 - mmengine - INFO - Epoch(train) [151][2800/3757] lr: 6.699e-04 eta: 8:01:27 time: 0.258 data_time: 0.008 memory: 5036 grad_norm: 13.3437 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6420 loss: 1.6420 2022/06/27 07:41:49 - mmengine - INFO - Epoch(train) [151][2820/3757] lr: 6.699e-04 eta: 8:01:21 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 12.5860 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6572 loss: 1.6572 2022/06/27 07:41:55 - mmengine - INFO - Epoch(train) [151][2840/3757] lr: 6.699e-04 eta: 8:01:16 time: 0.264 data_time: 0.009 memory: 5036 grad_norm: 10.9486 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4597 loss: 1.4597 2022/06/27 07:42:00 - mmengine - INFO - Epoch(train) [151][2860/3757] lr: 6.699e-04 eta: 8:01:11 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 12.1614 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1783 loss: 2.1783 2022/06/27 07:42:05 - mmengine - INFO - Epoch(train) [151][2880/3757] lr: 6.699e-04 eta: 8:01:05 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 12.2948 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.8859 loss: 1.8859 2022/06/27 07:42:10 - mmengine - INFO - Epoch(train) [151][2900/3757] lr: 6.699e-04 eta: 8:01:00 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 10.0564 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4409 loss: 1.4409 2022/06/27 07:42:16 - mmengine - INFO - Epoch(train) [151][2920/3757] lr: 6.699e-04 eta: 8:00:55 time: 0.265 data_time: 0.007 memory: 5036 grad_norm: 12.1749 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8108 loss: 1.8108 2022/06/27 07:42:21 - mmengine - INFO - Epoch(train) [151][2940/3757] lr: 6.699e-04 eta: 8:00:50 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 12.3712 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6633 loss: 1.6633 2022/06/27 07:42:27 - mmengine - INFO - Epoch(train) [151][2960/3757] lr: 6.699e-04 eta: 8:00:44 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 10.0904 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6220 loss: 1.6220 2022/06/27 07:42:32 - mmengine - INFO - Epoch(train) [151][2980/3757] lr: 6.699e-04 eta: 8:00:39 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 8.3463 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.7984 loss: 1.7984 2022/06/27 07:42:37 - mmengine - INFO - Epoch(train) [151][3000/3757] lr: 6.699e-04 eta: 8:00:34 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 11.1319 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8226 loss: 1.8226 2022/06/27 07:42:42 - mmengine - INFO - Epoch(train) [151][3020/3757] lr: 6.699e-04 eta: 8:00:29 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 10.9220 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.5536 loss: 1.5536 2022/06/27 07:42:48 - mmengine - INFO - Epoch(train) [151][3040/3757] lr: 6.699e-04 eta: 8:00:23 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 11.9887 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6171 loss: 1.6171 2022/06/27 07:42:53 - mmengine - INFO - Epoch(train) [151][3060/3757] lr: 6.699e-04 eta: 8:00:18 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 9.6288 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.7629 loss: 1.7629 2022/06/27 07:42:58 - mmengine - INFO - Epoch(train) [151][3080/3757] lr: 6.699e-04 eta: 8:00:13 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 10.8084 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6201 loss: 1.6201 2022/06/27 07:43:03 - mmengine - INFO - Epoch(train) [151][3100/3757] lr: 6.699e-04 eta: 8:00:08 time: 0.255 data_time: 0.010 memory: 5036 grad_norm: 11.6288 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 1.6475 loss: 1.6475 2022/06/27 07:43:09 - mmengine - INFO - Epoch(train) [151][3120/3757] lr: 6.699e-04 eta: 8:00:02 time: 0.263 data_time: 0.007 memory: 5036 grad_norm: 13.3926 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8205 loss: 1.8205 2022/06/27 07:43:14 - mmengine - INFO - Epoch(train) [151][3140/3757] lr: 6.699e-04 eta: 7:59:57 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 11.6132 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1278 loss: 2.1278 2022/06/27 07:43:20 - mmengine - INFO - Epoch(train) [151][3160/3757] lr: 6.699e-04 eta: 7:59:52 time: 0.263 data_time: 0.007 memory: 5036 grad_norm: 11.6424 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0044 loss: 2.0044 2022/06/27 07:43:25 - mmengine - INFO - Epoch(train) [151][3180/3757] lr: 6.699e-04 eta: 7:59:47 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 12.6704 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.7491 loss: 1.7491 2022/06/27 07:43:30 - mmengine - INFO - Epoch(train) [151][3200/3757] lr: 6.699e-04 eta: 7:59:41 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 11.0034 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 1.8141 loss: 1.8141 2022/06/27 07:43:36 - mmengine - INFO - Epoch(train) [151][3220/3757] lr: 6.699e-04 eta: 7:59:36 time: 0.256 data_time: 0.013 memory: 5036 grad_norm: 12.7248 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.6486 loss: 1.6486 2022/06/27 07:43:41 - mmengine - INFO - Epoch(train) [151][3240/3757] lr: 6.699e-04 eta: 7:59:31 time: 0.263 data_time: 0.009 memory: 5036 grad_norm: 10.6017 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.4466 loss: 1.4466 2022/06/27 07:43:46 - mmengine - INFO - Epoch(train) [151][3260/3757] lr: 6.699e-04 eta: 7:59:26 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 10.2589 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.8460 loss: 1.8460 2022/06/27 07:43:51 - mmengine - INFO - Epoch(train) [151][3280/3757] lr: 6.699e-04 eta: 7:59:20 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 12.0120 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.8877 loss: 1.8877 2022/06/27 07:43:56 - mmengine - INFO - Epoch(train) [151][3300/3757] lr: 6.699e-04 eta: 7:59:15 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 11.7472 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.7608 loss: 1.7608 2022/06/27 07:44:02 - mmengine - INFO - Epoch(train) [151][3320/3757] lr: 6.699e-04 eta: 7:59:10 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 11.7684 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.3926 loss: 1.3926 2022/06/27 07:44:07 - mmengine - INFO - Epoch(train) [151][3340/3757] lr: 6.699e-04 eta: 7:59:05 time: 0.254 data_time: 0.012 memory: 5036 grad_norm: 13.4273 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.3386 loss: 2.3386 2022/06/27 07:44:12 - mmengine - INFO - Epoch(train) [151][3360/3757] lr: 6.699e-04 eta: 7:58:59 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 10.9708 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5505 loss: 1.5505 2022/06/27 07:44:18 - mmengine - INFO - Epoch(train) [151][3380/3757] lr: 6.699e-04 eta: 7:58:54 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 11.7023 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3918 loss: 1.3918 2022/06/27 07:44:23 - mmengine - INFO - Epoch(train) [151][3400/3757] lr: 6.699e-04 eta: 7:58:49 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 11.7626 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6801 loss: 1.6801 2022/06/27 07:44:28 - mmengine - INFO - Epoch(train) [151][3420/3757] lr: 6.699e-04 eta: 7:58:44 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 11.3659 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7717 loss: 1.7717 2022/06/27 07:44:33 - mmengine - INFO - Epoch(train) [151][3440/3757] lr: 6.699e-04 eta: 7:58:38 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 13.4655 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8419 loss: 1.8419 2022/06/27 07:44:36 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 07:44:39 - mmengine - INFO - Epoch(train) [151][3460/3757] lr: 6.699e-04 eta: 7:58:33 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 12.8883 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.1513 loss: 2.1513 2022/06/27 07:44:44 - mmengine - INFO - Epoch(train) [151][3480/3757] lr: 6.699e-04 eta: 7:58:28 time: 0.263 data_time: 0.008 memory: 5036 grad_norm: 11.8056 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6821 loss: 1.6821 2022/06/27 07:44:49 - mmengine - INFO - Epoch(train) [151][3500/3757] lr: 6.699e-04 eta: 7:58:23 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 12.1239 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.2804 loss: 1.2804 2022/06/27 07:44:54 - mmengine - INFO - Epoch(train) [151][3520/3757] lr: 6.699e-04 eta: 7:58:17 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 9.8559 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.9551 loss: 1.9551 2022/06/27 07:45:00 - mmengine - INFO - Epoch(train) [151][3540/3757] lr: 6.699e-04 eta: 7:58:12 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 10.5178 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 1.6356 loss: 1.6356 2022/06/27 07:45:05 - mmengine - INFO - Epoch(train) [151][3560/3757] lr: 6.699e-04 eta: 7:58:07 time: 0.272 data_time: 0.006 memory: 5036 grad_norm: 11.9039 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.8595 loss: 1.8595 2022/06/27 07:45:10 - mmengine - INFO - Epoch(train) [151][3580/3757] lr: 6.699e-04 eta: 7:58:02 time: 0.259 data_time: 0.010 memory: 5036 grad_norm: 11.7307 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.5852 loss: 1.5852 2022/06/27 07:45:16 - mmengine - INFO - Epoch(train) [151][3600/3757] lr: 6.699e-04 eta: 7:57:56 time: 0.260 data_time: 0.009 memory: 5036 grad_norm: 10.5402 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3074 loss: 1.3074 2022/06/27 07:45:21 - mmengine - INFO - Epoch(train) [151][3620/3757] lr: 6.699e-04 eta: 7:57:51 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 9.5846 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4751 loss: 1.4751 2022/06/27 07:45:26 - mmengine - INFO - Epoch(train) [151][3640/3757] lr: 6.699e-04 eta: 7:57:46 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 11.7937 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.7364 loss: 1.7364 2022/06/27 07:45:31 - mmengine - INFO - Epoch(train) [151][3660/3757] lr: 6.699e-04 eta: 7:57:40 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 11.2003 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7144 loss: 1.7144 2022/06/27 07:45:36 - mmengine - INFO - Epoch(train) [151][3680/3757] lr: 6.699e-04 eta: 7:57:35 time: 0.254 data_time: 0.005 memory: 5036 grad_norm: 10.2558 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6778 loss: 1.6778 2022/06/27 07:45:42 - mmengine - INFO - Epoch(train) [151][3700/3757] lr: 6.699e-04 eta: 7:57:30 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 11.8262 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4290 loss: 1.4290 2022/06/27 07:45:47 - mmengine - INFO - Epoch(train) [151][3720/3757] lr: 6.699e-04 eta: 7:57:25 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 12.8503 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8372 loss: 1.8372 2022/06/27 07:45:52 - mmengine - INFO - Epoch(train) [151][3740/3757] lr: 6.699e-04 eta: 7:57:19 time: 0.242 data_time: 0.006 memory: 5036 grad_norm: 8.3674 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5265 loss: 1.5265 2022/06/27 07:45:56 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 07:45:56 - mmengine - INFO - Saving checkpoint at 151 epochs 2022/06/27 07:46:09 - mmengine - INFO - Epoch(val) [151][20/310] eta: 0:01:43 time: 0.103 data_time: 0.001 memory: 5036 2022/06/27 07:46:14 - mmengine - INFO - Epoch(val) [151][40/310] eta: 0:01:36 time: 0.111 data_time: 0.004 memory: 1723 2022/06/27 07:46:19 - mmengine - INFO - Epoch(val) [151][60/310] eta: 0:00:26 time: 0.109 data_time: 0.001 memory: 1723 2022/06/27 07:46:23 - mmengine - INFO - Epoch(val) [151][80/310] eta: 0:00:24 time: 0.108 data_time: 0.001 memory: 1723 2022/06/27 07:46:30 - mmengine - INFO - Epoch(val) [151][100/310] eta: 0:01:15 time: 0.103 data_time: 0.001 memory: 1723 2022/06/27 07:46:35 - mmengine - INFO - Epoch(val) [151][120/310] eta: 0:01:09 time: 0.117 data_time: 0.008 memory: 1723 2022/06/27 07:46:40 - mmengine - INFO - Epoch(val) [151][140/310] eta: 0:00:18 time: 0.107 data_time: 0.001 memory: 1723 2022/06/27 07:46:44 - mmengine - INFO - Epoch(val) [151][160/310] eta: 0:00:16 time: 0.109 data_time: 0.002 memory: 1723 2022/06/27 07:46:51 - mmengine - INFO - Epoch(val) [151][180/310] eta: 0:00:49 time: 0.108 data_time: 0.001 memory: 1723 2022/06/27 07:46:56 - mmengine - INFO - Epoch(val) [151][200/310] eta: 0:00:38 time: 0.106 data_time: 0.005 memory: 1723 2022/06/27 07:47:00 - mmengine - INFO - Epoch(val) [151][220/310] eta: 0:00:11 time: 0.109 data_time: 0.002 memory: 1723 2022/06/27 07:47:05 - mmengine - INFO - Epoch(val) [151][240/310] eta: 0:00:08 time: 0.109 data_time: 0.002 memory: 1723 2022/06/27 07:47:12 - mmengine - INFO - Epoch(val) [151][260/310] eta: 0:00:18 time: 0.103 data_time: 0.001 memory: 1723 2022/06/27 07:47:16 - mmengine - INFO - Epoch(val) [151][280/310] eta: 0:00:09 time: 0.127 data_time: 0.012 memory: 1723 2022/06/27 07:47:18 - mmengine - INFO - Epoch(val) [151][300/310] eta: 0:00:01 time: 0.102 data_time: 0.001 memory: 1723 2022/06/27 07:47:21 - mmengine - INFO - Epoch(val) [151][310/310] acc/top1: 0.6000 acc/top5: 0.8182 acc/mean1: 0.5999 2022/06/27 07:47:30 - mmengine - INFO - Epoch(train) [152][20/3757] lr: 6.269e-04 eta: 7:57:10 time: 0.267 data_time: 0.003 memory: 5036 grad_norm: 10.3543 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3752 loss: 1.3752 2022/06/27 07:47:36 - mmengine - INFO - Epoch(train) [152][40/3757] lr: 6.269e-04 eta: 7:57:05 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 10.2403 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.2136 loss: 1.2136 2022/06/27 07:47:41 - mmengine - INFO - Epoch(train) [152][60/3757] lr: 6.269e-04 eta: 7:57:00 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 11.6487 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.4692 loss: 1.4692 2022/06/27 07:47:47 - mmengine - INFO - Epoch(train) [152][80/3757] lr: 6.269e-04 eta: 7:56:54 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 10.8186 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3658 loss: 1.3658 2022/06/27 07:47:52 - mmengine - INFO - Epoch(train) [152][100/3757] lr: 6.269e-04 eta: 7:56:49 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 11.2716 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.6373 loss: 1.6373 2022/06/27 07:47:57 - mmengine - INFO - Epoch(train) [152][120/3757] lr: 6.269e-04 eta: 7:56:44 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 11.5449 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0904 loss: 2.0904 2022/06/27 07:48:02 - mmengine - INFO - Epoch(train) [152][140/3757] lr: 6.269e-04 eta: 7:56:39 time: 0.263 data_time: 0.004 memory: 5036 grad_norm: 10.9749 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.8397 loss: 1.8397 2022/06/27 07:48:08 - mmengine - INFO - Epoch(train) [152][160/3757] lr: 6.269e-04 eta: 7:56:33 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 13.0250 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4542 loss: 1.4542 2022/06/27 07:48:13 - mmengine - INFO - Epoch(train) [152][180/3757] lr: 6.269e-04 eta: 7:56:28 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 10.5881 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7334 loss: 1.7334 2022/06/27 07:48:19 - mmengine - INFO - Epoch(train) [152][200/3757] lr: 6.269e-04 eta: 7:56:23 time: 0.252 data_time: 0.004 memory: 5036 grad_norm: 10.2700 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.7132 loss: 1.7132 2022/06/27 07:48:24 - mmengine - INFO - Epoch(train) [152][220/3757] lr: 6.269e-04 eta: 7:56:18 time: 0.266 data_time: 0.003 memory: 5036 grad_norm: 12.0249 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8286 loss: 1.8286 2022/06/27 07:48:29 - mmengine - INFO - Epoch(train) [152][240/3757] lr: 6.269e-04 eta: 7:56:12 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 13.6227 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 1.9810 loss: 1.9810 2022/06/27 07:48:35 - mmengine - INFO - Epoch(train) [152][260/3757] lr: 6.269e-04 eta: 7:56:07 time: 0.271 data_time: 0.003 memory: 5036 grad_norm: 12.1406 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5886 loss: 1.5886 2022/06/27 07:48:40 - mmengine - INFO - Epoch(train) [152][280/3757] lr: 6.269e-04 eta: 7:56:02 time: 0.251 data_time: 0.004 memory: 5036 grad_norm: 10.5374 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.9261 loss: 1.9261 2022/06/27 07:48:46 - mmengine - INFO - Epoch(train) [152][300/3757] lr: 6.269e-04 eta: 7:55:57 time: 0.324 data_time: 0.012 memory: 5036 grad_norm: 11.2892 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.7215 loss: 1.7215 2022/06/27 07:48:51 - mmengine - INFO - Epoch(train) [152][320/3757] lr: 6.269e-04 eta: 7:55:51 time: 0.250 data_time: 0.008 memory: 5036 grad_norm: 10.5995 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.7100 loss: 1.7100 2022/06/27 07:48:56 - mmengine - INFO - Epoch(train) [152][340/3757] lr: 6.269e-04 eta: 7:55:46 time: 0.268 data_time: 0.003 memory: 5036 grad_norm: 10.5935 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0773 loss: 2.0773 2022/06/27 07:49:01 - mmengine - INFO - Epoch(train) [152][360/3757] lr: 6.269e-04 eta: 7:55:41 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 11.1180 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4678 loss: 1.4678 2022/06/27 07:49:07 - mmengine - INFO - Epoch(train) [152][380/3757] lr: 6.269e-04 eta: 7:55:36 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 10.8307 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.3371 loss: 1.3371 2022/06/27 07:49:12 - mmengine - INFO - Epoch(train) [152][400/3757] lr: 6.269e-04 eta: 7:55:31 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 10.9935 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5123 loss: 1.5123 2022/06/27 07:49:18 - mmengine - INFO - Epoch(train) [152][420/3757] lr: 6.269e-04 eta: 7:55:25 time: 0.273 data_time: 0.004 memory: 5036 grad_norm: 10.1222 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.6257 loss: 1.6257 2022/06/27 07:49:23 - mmengine - INFO - Epoch(train) [152][440/3757] lr: 6.269e-04 eta: 7:55:20 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 11.8425 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9584 loss: 1.9584 2022/06/27 07:49:28 - mmengine - INFO - Epoch(train) [152][460/3757] lr: 6.269e-04 eta: 7:55:15 time: 0.254 data_time: 0.010 memory: 5036 grad_norm: 13.0676 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.1532 loss: 2.1532 2022/06/27 07:49:33 - mmengine - INFO - Epoch(train) [152][480/3757] lr: 6.269e-04 eta: 7:55:10 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 10.2952 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0871 loss: 2.0871 2022/06/27 07:49:39 - mmengine - INFO - Epoch(train) [152][500/3757] lr: 6.269e-04 eta: 7:55:04 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 10.1612 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.0987 loss: 1.0987 2022/06/27 07:49:44 - mmengine - INFO - Epoch(train) [152][520/3757] lr: 6.269e-04 eta: 7:54:59 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 12.4243 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9411 loss: 1.9411 2022/06/27 07:49:49 - mmengine - INFO - Epoch(train) [152][540/3757] lr: 6.269e-04 eta: 7:54:54 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 12.6646 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.0606 loss: 2.0606 2022/06/27 07:49:55 - mmengine - INFO - Epoch(train) [152][560/3757] lr: 6.269e-04 eta: 7:54:48 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 11.1614 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.5006 loss: 1.5006 2022/06/27 07:50:00 - mmengine - INFO - Epoch(train) [152][580/3757] lr: 6.269e-04 eta: 7:54:43 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 12.7527 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3060 loss: 1.3060 2022/06/27 07:50:05 - mmengine - INFO - Epoch(train) [152][600/3757] lr: 6.269e-04 eta: 7:54:38 time: 0.260 data_time: 0.011 memory: 5036 grad_norm: 12.1311 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.7742 loss: 1.7742 2022/06/27 07:50:10 - mmengine - INFO - Epoch(train) [152][620/3757] lr: 6.269e-04 eta: 7:54:33 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 15.0099 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7584 loss: 1.7584 2022/06/27 07:50:16 - mmengine - INFO - Epoch(train) [152][640/3757] lr: 6.269e-04 eta: 7:54:27 time: 0.266 data_time: 0.004 memory: 5036 grad_norm: 13.2385 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.3868 loss: 1.3868 2022/06/27 07:50:21 - mmengine - INFO - Epoch(train) [152][660/3757] lr: 6.269e-04 eta: 7:54:22 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 11.7659 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.1443 loss: 1.1443 2022/06/27 07:50:26 - mmengine - INFO - Epoch(train) [152][680/3757] lr: 6.269e-04 eta: 7:54:17 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 10.4310 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7391 loss: 1.7391 2022/06/27 07:50:30 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 07:50:32 - mmengine - INFO - Epoch(train) [152][700/3757] lr: 6.269e-04 eta: 7:54:12 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 11.1895 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6898 loss: 1.6898 2022/06/27 07:50:37 - mmengine - INFO - Epoch(train) [152][720/3757] lr: 6.269e-04 eta: 7:54:06 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 13.4679 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0165 loss: 2.0165 2022/06/27 07:50:42 - mmengine - INFO - Epoch(train) [152][740/3757] lr: 6.269e-04 eta: 7:54:01 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 11.9161 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8793 loss: 1.8793 2022/06/27 07:50:47 - mmengine - INFO - Epoch(train) [152][760/3757] lr: 6.269e-04 eta: 7:53:56 time: 0.273 data_time: 0.007 memory: 5036 grad_norm: 11.2055 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5616 loss: 1.5616 2022/06/27 07:50:53 - mmengine - INFO - Epoch(train) [152][780/3757] lr: 6.269e-04 eta: 7:53:51 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 10.6984 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.1768 loss: 1.1768 2022/06/27 07:50:58 - mmengine - INFO - Epoch(train) [152][800/3757] lr: 6.269e-04 eta: 7:53:45 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 10.3949 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9117 loss: 1.9117 2022/06/27 07:51:03 - mmengine - INFO - Epoch(train) [152][820/3757] lr: 6.269e-04 eta: 7:53:40 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 9.5905 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.7153 loss: 1.7153 2022/06/27 07:51:09 - mmengine - INFO - Epoch(train) [152][840/3757] lr: 6.269e-04 eta: 7:53:35 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 9.0002 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7418 loss: 1.7418 2022/06/27 07:51:14 - mmengine - INFO - Epoch(train) [152][860/3757] lr: 6.269e-04 eta: 7:53:30 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 11.4087 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.8352 loss: 1.8352 2022/06/27 07:51:19 - mmengine - INFO - Epoch(train) [152][880/3757] lr: 6.269e-04 eta: 7:53:24 time: 0.258 data_time: 0.008 memory: 5036 grad_norm: 11.6923 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9917 loss: 1.9917 2022/06/27 07:51:25 - mmengine - INFO - Epoch(train) [152][900/3757] lr: 6.269e-04 eta: 7:53:19 time: 0.271 data_time: 0.007 memory: 5036 grad_norm: 14.1650 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.5712 loss: 1.5712 2022/06/27 07:51:30 - mmengine - INFO - Epoch(train) [152][920/3757] lr: 6.269e-04 eta: 7:53:14 time: 0.267 data_time: 0.006 memory: 5036 grad_norm: 11.2498 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.1754 loss: 2.1754 2022/06/27 07:51:35 - mmengine - INFO - Epoch(train) [152][940/3757] lr: 6.269e-04 eta: 7:53:09 time: 0.266 data_time: 0.007 memory: 5036 grad_norm: 11.0075 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7233 loss: 1.7233 2022/06/27 07:51:40 - mmengine - INFO - Epoch(train) [152][960/3757] lr: 6.269e-04 eta: 7:53:03 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 11.7621 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.6441 loss: 1.6441 2022/06/27 07:51:46 - mmengine - INFO - Epoch(train) [152][980/3757] lr: 6.269e-04 eta: 7:52:58 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 11.6328 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.6837 loss: 1.6837 2022/06/27 07:51:51 - mmengine - INFO - Epoch(train) [152][1000/3757] lr: 6.269e-04 eta: 7:52:53 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 10.9773 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.7603 loss: 1.7603 2022/06/27 07:51:56 - mmengine - INFO - Epoch(train) [152][1020/3757] lr: 6.269e-04 eta: 7:52:48 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 12.2574 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.5787 loss: 1.5787 2022/06/27 07:52:01 - mmengine - INFO - Epoch(train) [152][1040/3757] lr: 6.269e-04 eta: 7:52:42 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 10.3528 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.1428 loss: 1.1428 2022/06/27 07:52:07 - mmengine - INFO - Epoch(train) [152][1060/3757] lr: 6.269e-04 eta: 7:52:37 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 11.9336 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8096 loss: 1.8096 2022/06/27 07:52:12 - mmengine - INFO - Epoch(train) [152][1080/3757] lr: 6.269e-04 eta: 7:52:32 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 13.0531 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0523 loss: 2.0523 2022/06/27 07:52:18 - mmengine - INFO - Epoch(train) [152][1100/3757] lr: 6.269e-04 eta: 7:52:27 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 13.4759 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9773 loss: 1.9773 2022/06/27 07:52:23 - mmengine - INFO - Epoch(train) [152][1120/3757] lr: 6.269e-04 eta: 7:52:21 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 10.6312 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9213 loss: 1.9213 2022/06/27 07:52:28 - mmengine - INFO - Epoch(train) [152][1140/3757] lr: 6.269e-04 eta: 7:52:16 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 9.9062 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3896 loss: 1.3896 2022/06/27 07:52:33 - mmengine - INFO - Epoch(train) [152][1160/3757] lr: 6.269e-04 eta: 7:52:11 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 12.1586 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.3845 loss: 1.3845 2022/06/27 07:52:39 - mmengine - INFO - Epoch(train) [152][1180/3757] lr: 6.269e-04 eta: 7:52:06 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 8.8983 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.8860 loss: 1.8860 2022/06/27 07:52:44 - mmengine - INFO - Epoch(train) [152][1200/3757] lr: 6.269e-04 eta: 7:52:00 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 12.5908 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5510 loss: 1.5510 2022/06/27 07:52:49 - mmengine - INFO - Epoch(train) [152][1220/3757] lr: 6.269e-04 eta: 7:51:55 time: 0.261 data_time: 0.009 memory: 5036 grad_norm: 11.1752 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6970 loss: 1.6970 2022/06/27 07:52:55 - mmengine - INFO - Epoch(train) [152][1240/3757] lr: 6.269e-04 eta: 7:51:50 time: 0.253 data_time: 0.011 memory: 5036 grad_norm: 12.2964 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8510 loss: 1.8510 2022/06/27 07:53:00 - mmengine - INFO - Epoch(train) [152][1260/3757] lr: 6.269e-04 eta: 7:51:45 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 11.5541 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7674 loss: 1.7674 2022/06/27 07:53:05 - mmengine - INFO - Epoch(train) [152][1280/3757] lr: 6.269e-04 eta: 7:51:39 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 9.9976 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4565 loss: 1.4565 2022/06/27 07:53:10 - mmengine - INFO - Epoch(train) [152][1300/3757] lr: 6.269e-04 eta: 7:51:34 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 13.2218 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.5923 loss: 1.5923 2022/06/27 07:53:16 - mmengine - INFO - Epoch(train) [152][1320/3757] lr: 6.269e-04 eta: 7:51:29 time: 0.263 data_time: 0.007 memory: 5036 grad_norm: 13.1701 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0413 loss: 2.0413 2022/06/27 07:53:21 - mmengine - INFO - Epoch(train) [152][1340/3757] lr: 6.269e-04 eta: 7:51:24 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 12.0630 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3980 loss: 1.3980 2022/06/27 07:53:26 - mmengine - INFO - Epoch(train) [152][1360/3757] lr: 6.269e-04 eta: 7:51:18 time: 0.264 data_time: 0.007 memory: 5036 grad_norm: 10.8714 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5167 loss: 1.5167 2022/06/27 07:53:31 - mmengine - INFO - Epoch(train) [152][1380/3757] lr: 6.269e-04 eta: 7:51:13 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 11.9429 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.7428 loss: 1.7428 2022/06/27 07:53:37 - mmengine - INFO - Epoch(train) [152][1400/3757] lr: 6.269e-04 eta: 7:51:08 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 12.3694 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4027 loss: 1.4027 2022/06/27 07:53:42 - mmengine - INFO - Epoch(train) [152][1420/3757] lr: 6.269e-04 eta: 7:51:02 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 14.0564 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5245 loss: 1.5245 2022/06/27 07:53:47 - mmengine - INFO - Epoch(train) [152][1440/3757] lr: 6.269e-04 eta: 7:50:57 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 13.1170 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 1.7046 loss: 1.7046 2022/06/27 07:53:52 - mmengine - INFO - Epoch(train) [152][1460/3757] lr: 6.269e-04 eta: 7:50:52 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 10.4411 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.6566 loss: 1.6566 2022/06/27 07:53:58 - mmengine - INFO - Epoch(train) [152][1480/3757] lr: 6.269e-04 eta: 7:50:47 time: 0.269 data_time: 0.008 memory: 5036 grad_norm: 12.1557 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4876 loss: 1.4876 2022/06/27 07:54:03 - mmengine - INFO - Epoch(train) [152][1500/3757] lr: 6.269e-04 eta: 7:50:41 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 10.1484 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8842 loss: 1.8842 2022/06/27 07:54:08 - mmengine - INFO - Epoch(train) [152][1520/3757] lr: 6.269e-04 eta: 7:50:36 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 10.1149 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8254 loss: 1.8254 2022/06/27 07:54:13 - mmengine - INFO - Epoch(train) [152][1540/3757] lr: 6.269e-04 eta: 7:50:31 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 12.9011 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8361 loss: 1.8361 2022/06/27 07:54:19 - mmengine - INFO - Epoch(train) [152][1560/3757] lr: 6.269e-04 eta: 7:50:26 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 11.5201 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.6215 loss: 1.6215 2022/06/27 07:54:24 - mmengine - INFO - Epoch(train) [152][1580/3757] lr: 6.269e-04 eta: 7:50:20 time: 0.257 data_time: 0.013 memory: 5036 grad_norm: 10.8601 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.2255 loss: 1.2255 2022/06/27 07:54:29 - mmengine - INFO - Epoch(train) [152][1600/3757] lr: 6.269e-04 eta: 7:50:15 time: 0.268 data_time: 0.007 memory: 5036 grad_norm: 11.3614 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9740 loss: 1.9740 2022/06/27 07:54:34 - mmengine - INFO - Epoch(train) [152][1620/3757] lr: 6.269e-04 eta: 7:50:10 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 13.9881 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4888 loss: 1.4888 2022/06/27 07:54:40 - mmengine - INFO - Epoch(train) [152][1640/3757] lr: 6.269e-04 eta: 7:50:05 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 12.1659 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7731 loss: 1.7731 2022/06/27 07:54:45 - mmengine - INFO - Epoch(train) [152][1660/3757] lr: 6.269e-04 eta: 7:49:59 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 11.7586 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.6574 loss: 1.6574 2022/06/27 07:54:50 - mmengine - INFO - Epoch(train) [152][1680/3757] lr: 6.269e-04 eta: 7:49:54 time: 0.266 data_time: 0.007 memory: 5036 grad_norm: 10.0225 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5102 loss: 1.5102 2022/06/27 07:54:54 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 07:54:55 - mmengine - INFO - Epoch(train) [152][1700/3757] lr: 6.269e-04 eta: 7:49:49 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 8.4806 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8284 loss: 1.8284 2022/06/27 07:55:01 - mmengine - INFO - Epoch(train) [152][1720/3757] lr: 6.269e-04 eta: 7:49:44 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 13.5370 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4946 loss: 1.4946 2022/06/27 07:55:06 - mmengine - INFO - Epoch(train) [152][1740/3757] lr: 6.269e-04 eta: 7:49:38 time: 0.266 data_time: 0.003 memory: 5036 grad_norm: 12.7787 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4831 loss: 1.4831 2022/06/27 07:55:11 - mmengine - INFO - Epoch(train) [152][1760/3757] lr: 6.269e-04 eta: 7:49:33 time: 0.268 data_time: 0.003 memory: 5036 grad_norm: 10.5774 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6340 loss: 1.6340 2022/06/27 07:55:17 - mmengine - INFO - Epoch(train) [152][1780/3757] lr: 6.269e-04 eta: 7:49:28 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 11.1211 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1462 loss: 2.1462 2022/06/27 07:55:22 - mmengine - INFO - Epoch(train) [152][1800/3757] lr: 6.269e-04 eta: 7:49:23 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 13.6215 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9724 loss: 1.9724 2022/06/27 07:55:27 - mmengine - INFO - Epoch(train) [152][1820/3757] lr: 6.269e-04 eta: 7:49:17 time: 0.259 data_time: 0.010 memory: 5036 grad_norm: 11.2826 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6575 loss: 1.6575 2022/06/27 07:55:32 - mmengine - INFO - Epoch(train) [152][1840/3757] lr: 6.269e-04 eta: 7:49:12 time: 0.272 data_time: 0.006 memory: 5036 grad_norm: 12.7008 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7176 loss: 1.7176 2022/06/27 07:55:38 - mmengine - INFO - Epoch(train) [152][1860/3757] lr: 6.269e-04 eta: 7:49:07 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 12.8112 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1073 loss: 2.1073 2022/06/27 07:55:43 - mmengine - INFO - Epoch(train) [152][1880/3757] lr: 6.269e-04 eta: 7:49:01 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 9.4029 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3007 loss: 1.3007 2022/06/27 07:55:48 - mmengine - INFO - Epoch(train) [152][1900/3757] lr: 6.269e-04 eta: 7:48:56 time: 0.258 data_time: 0.008 memory: 5036 grad_norm: 10.8477 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.1115 loss: 1.1115 2022/06/27 07:55:53 - mmengine - INFO - Epoch(train) [152][1920/3757] lr: 6.269e-04 eta: 7:48:51 time: 0.269 data_time: 0.009 memory: 5036 grad_norm: 12.7133 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.6747 loss: 1.6747 2022/06/27 07:55:59 - mmengine - INFO - Epoch(train) [152][1940/3757] lr: 6.269e-04 eta: 7:48:46 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 10.1778 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.8925 loss: 1.8925 2022/06/27 07:56:04 - mmengine - INFO - Epoch(train) [152][1960/3757] lr: 6.269e-04 eta: 7:48:40 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 10.7841 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.4865 loss: 1.4865 2022/06/27 07:56:09 - mmengine - INFO - Epoch(train) [152][1980/3757] lr: 6.269e-04 eta: 7:48:35 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 13.0685 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1035 loss: 2.1035 2022/06/27 07:56:14 - mmengine - INFO - Epoch(train) [152][2000/3757] lr: 6.269e-04 eta: 7:48:30 time: 0.266 data_time: 0.003 memory: 5036 grad_norm: 10.7243 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.6840 loss: 1.6840 2022/06/27 07:56:20 - mmengine - INFO - Epoch(train) [152][2020/3757] lr: 6.269e-04 eta: 7:48:25 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 14.2326 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4851 loss: 1.4851 2022/06/27 07:56:25 - mmengine - INFO - Epoch(train) [152][2040/3757] lr: 6.269e-04 eta: 7:48:19 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 12.3098 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0657 loss: 2.0657 2022/06/27 07:56:30 - mmengine - INFO - Epoch(train) [152][2060/3757] lr: 6.269e-04 eta: 7:48:14 time: 0.275 data_time: 0.007 memory: 5036 grad_norm: 10.6975 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.7388 loss: 1.7388 2022/06/27 07:56:35 - mmengine - INFO - Epoch(train) [152][2080/3757] lr: 6.269e-04 eta: 7:48:09 time: 0.260 data_time: 0.009 memory: 5036 grad_norm: 10.4542 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6498 loss: 1.6498 2022/06/27 07:56:41 - mmengine - INFO - Epoch(train) [152][2100/3757] lr: 6.269e-04 eta: 7:48:04 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 10.2061 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.5476 loss: 1.5476 2022/06/27 07:56:46 - mmengine - INFO - Epoch(train) [152][2120/3757] lr: 6.269e-04 eta: 7:47:58 time: 0.299 data_time: 0.007 memory: 5036 grad_norm: 11.9038 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.7379 loss: 1.7379 2022/06/27 07:56:51 - mmengine - INFO - Epoch(train) [152][2140/3757] lr: 6.269e-04 eta: 7:47:53 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 10.1664 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.7338 loss: 1.7338 2022/06/27 07:56:57 - mmengine - INFO - Epoch(train) [152][2160/3757] lr: 6.269e-04 eta: 7:47:48 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 9.6743 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9713 loss: 1.9713 2022/06/27 07:57:02 - mmengine - INFO - Epoch(train) [152][2180/3757] lr: 6.269e-04 eta: 7:47:43 time: 0.262 data_time: 0.009 memory: 5036 grad_norm: 13.0189 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.9197 loss: 1.9197 2022/06/27 07:57:07 - mmengine - INFO - Epoch(train) [152][2200/3757] lr: 6.269e-04 eta: 7:47:37 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 13.1506 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.8424 loss: 1.8424 2022/06/27 07:57:12 - mmengine - INFO - Epoch(train) [152][2220/3757] lr: 6.269e-04 eta: 7:47:32 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 13.7328 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7723 loss: 1.7723 2022/06/27 07:57:18 - mmengine - INFO - Epoch(train) [152][2240/3757] lr: 6.269e-04 eta: 7:47:27 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 11.4035 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.6121 loss: 1.6121 2022/06/27 07:57:23 - mmengine - INFO - Epoch(train) [152][2260/3757] lr: 6.269e-04 eta: 7:47:22 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 9.9195 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5023 loss: 1.5023 2022/06/27 07:57:29 - mmengine - INFO - Epoch(train) [152][2280/3757] lr: 6.269e-04 eta: 7:47:16 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 11.7810 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.8893 loss: 1.8893 2022/06/27 07:57:34 - mmengine - INFO - Epoch(train) [152][2300/3757] lr: 6.269e-04 eta: 7:47:11 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 11.5545 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9107 loss: 1.9107 2022/06/27 07:57:39 - mmengine - INFO - Epoch(train) [152][2320/3757] lr: 6.269e-04 eta: 7:47:06 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 10.9317 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.0472 loss: 2.0472 2022/06/27 07:57:44 - mmengine - INFO - Epoch(train) [152][2340/3757] lr: 6.269e-04 eta: 7:47:01 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 11.5899 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.5534 loss: 1.5534 2022/06/27 07:57:50 - mmengine - INFO - Epoch(train) [152][2360/3757] lr: 6.269e-04 eta: 7:46:55 time: 0.264 data_time: 0.008 memory: 5036 grad_norm: 13.0124 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5380 loss: 1.5380 2022/06/27 07:57:55 - mmengine - INFO - Epoch(train) [152][2380/3757] lr: 6.269e-04 eta: 7:46:50 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 11.7334 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1430 loss: 2.1430 2022/06/27 07:58:00 - mmengine - INFO - Epoch(train) [152][2400/3757] lr: 6.269e-04 eta: 7:46:45 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 14.3488 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.7923 loss: 1.7923 2022/06/27 07:58:06 - mmengine - INFO - Epoch(train) [152][2420/3757] lr: 6.269e-04 eta: 7:46:40 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 12.9937 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.4595 loss: 1.4595 2022/06/27 07:58:11 - mmengine - INFO - Epoch(train) [152][2440/3757] lr: 6.269e-04 eta: 7:46:34 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 12.0318 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.0023 loss: 2.0023 2022/06/27 07:58:17 - mmengine - INFO - Epoch(train) [152][2460/3757] lr: 6.269e-04 eta: 7:46:29 time: 0.266 data_time: 0.009 memory: 5036 grad_norm: 10.3284 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.6496 loss: 1.6496 2022/06/27 07:58:22 - mmengine - INFO - Epoch(train) [152][2480/3757] lr: 6.269e-04 eta: 7:46:24 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 12.1220 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9439 loss: 1.9439 2022/06/27 07:58:27 - mmengine - INFO - Epoch(train) [152][2500/3757] lr: 6.269e-04 eta: 7:46:19 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 11.7632 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.8863 loss: 1.8863 2022/06/27 07:58:33 - mmengine - INFO - Epoch(train) [152][2520/3757] lr: 6.269e-04 eta: 7:46:13 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 10.0916 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6626 loss: 1.6626 2022/06/27 07:58:38 - mmengine - INFO - Epoch(train) [152][2540/3757] lr: 6.269e-04 eta: 7:46:08 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 12.5959 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4406 loss: 1.4406 2022/06/27 07:58:43 - mmengine - INFO - Epoch(train) [152][2560/3757] lr: 6.269e-04 eta: 7:46:03 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 12.0016 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.9299 loss: 1.9299 2022/06/27 07:58:49 - mmengine - INFO - Epoch(train) [152][2580/3757] lr: 6.269e-04 eta: 7:45:58 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 15.2618 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6786 loss: 1.6786 2022/06/27 07:58:54 - mmengine - INFO - Epoch(train) [152][2600/3757] lr: 6.269e-04 eta: 7:45:52 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 12.0763 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4606 loss: 1.4606 2022/06/27 07:58:59 - mmengine - INFO - Epoch(train) [152][2620/3757] lr: 6.269e-04 eta: 7:45:47 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 11.6822 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4931 loss: 1.4931 2022/06/27 07:59:05 - mmengine - INFO - Epoch(train) [152][2640/3757] lr: 6.269e-04 eta: 7:45:42 time: 0.268 data_time: 0.007 memory: 5036 grad_norm: 13.0215 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.6824 loss: 1.6824 2022/06/27 07:59:10 - mmengine - INFO - Epoch(train) [152][2660/3757] lr: 6.269e-04 eta: 7:45:37 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 11.4993 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.1444 loss: 1.1444 2022/06/27 07:59:15 - mmengine - INFO - Epoch(train) [152][2680/3757] lr: 6.269e-04 eta: 7:45:31 time: 0.271 data_time: 0.007 memory: 5036 grad_norm: 11.4171 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.9108 loss: 1.9108 2022/06/27 07:59:19 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 07:59:21 - mmengine - INFO - Epoch(train) [152][2700/3757] lr: 6.269e-04 eta: 7:45:26 time: 0.254 data_time: 0.008 memory: 5036 grad_norm: 12.5923 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.6193 loss: 1.6193 2022/06/27 07:59:26 - mmengine - INFO - Epoch(train) [152][2720/3757] lr: 6.269e-04 eta: 7:45:21 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 10.2865 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6077 loss: 1.6077 2022/06/27 07:59:32 - mmengine - INFO - Epoch(train) [152][2740/3757] lr: 6.269e-04 eta: 7:45:16 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 11.3676 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6846 loss: 1.6846 2022/06/27 07:59:37 - mmengine - INFO - Epoch(train) [152][2760/3757] lr: 6.269e-04 eta: 7:45:10 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 12.8701 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8971 loss: 1.8971 2022/06/27 07:59:42 - mmengine - INFO - Epoch(train) [152][2780/3757] lr: 6.269e-04 eta: 7:45:05 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 12.0549 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6976 loss: 1.6976 2022/06/27 07:59:48 - mmengine - INFO - Epoch(train) [152][2800/3757] lr: 6.269e-04 eta: 7:45:00 time: 0.256 data_time: 0.010 memory: 5036 grad_norm: 12.1012 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.6360 loss: 1.6360 2022/06/27 07:59:53 - mmengine - INFO - Epoch(train) [152][2820/3757] lr: 6.269e-04 eta: 7:44:55 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 11.6408 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5203 loss: 1.5203 2022/06/27 07:59:58 - mmengine - INFO - Epoch(train) [152][2840/3757] lr: 6.269e-04 eta: 7:44:49 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 8.7875 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.7513 loss: 1.7513 2022/06/27 08:00:03 - mmengine - INFO - Epoch(train) [152][2860/3757] lr: 6.269e-04 eta: 7:44:44 time: 0.269 data_time: 0.021 memory: 5036 grad_norm: 13.7888 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0587 loss: 2.0587 2022/06/27 08:00:09 - mmengine - INFO - Epoch(train) [152][2880/3757] lr: 6.269e-04 eta: 7:44:39 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 9.9196 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.5069 loss: 1.5069 2022/06/27 08:00:14 - mmengine - INFO - Epoch(train) [152][2900/3757] lr: 6.269e-04 eta: 7:44:34 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 9.8734 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6065 loss: 1.6065 2022/06/27 08:00:19 - mmengine - INFO - Epoch(train) [152][2920/3757] lr: 6.269e-04 eta: 7:44:28 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 10.1017 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0146 loss: 2.0146 2022/06/27 08:00:25 - mmengine - INFO - Epoch(train) [152][2940/3757] lr: 6.269e-04 eta: 7:44:23 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 11.8443 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2139 loss: 1.2139 2022/06/27 08:00:30 - mmengine - INFO - Epoch(train) [152][2960/3757] lr: 6.269e-04 eta: 7:44:18 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 12.0512 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.5829 loss: 1.5829 2022/06/27 08:00:35 - mmengine - INFO - Epoch(train) [152][2980/3757] lr: 6.269e-04 eta: 7:44:13 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 13.6785 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5798 loss: 1.5798 2022/06/27 08:00:40 - mmengine - INFO - Epoch(train) [152][3000/3757] lr: 6.269e-04 eta: 7:44:07 time: 0.256 data_time: 0.010 memory: 5036 grad_norm: 9.3220 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5785 loss: 1.5785 2022/06/27 08:00:45 - mmengine - INFO - Epoch(train) [152][3020/3757] lr: 6.269e-04 eta: 7:44:02 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 11.0024 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4681 loss: 1.4681 2022/06/27 08:00:51 - mmengine - INFO - Epoch(train) [152][3040/3757] lr: 6.269e-04 eta: 7:43:57 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 9.9772 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.1966 loss: 1.1966 2022/06/27 08:00:56 - mmengine - INFO - Epoch(train) [152][3060/3757] lr: 6.269e-04 eta: 7:43:52 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 11.4657 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5109 loss: 1.5109 2022/06/27 08:01:01 - mmengine - INFO - Epoch(train) [152][3080/3757] lr: 6.269e-04 eta: 7:43:46 time: 0.256 data_time: 0.010 memory: 5036 grad_norm: 10.0830 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4930 loss: 1.4930 2022/06/27 08:01:07 - mmengine - INFO - Epoch(train) [152][3100/3757] lr: 6.269e-04 eta: 7:43:41 time: 0.307 data_time: 0.006 memory: 5036 grad_norm: 12.8117 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5371 loss: 1.5371 2022/06/27 08:01:12 - mmengine - INFO - Epoch(train) [152][3120/3757] lr: 6.269e-04 eta: 7:43:36 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 11.6229 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9536 loss: 1.9536 2022/06/27 08:01:17 - mmengine - INFO - Epoch(train) [152][3140/3757] lr: 6.269e-04 eta: 7:43:31 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 13.5134 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.5006 loss: 1.5006 2022/06/27 08:01:22 - mmengine - INFO - Epoch(train) [152][3160/3757] lr: 6.269e-04 eta: 7:43:25 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 10.4736 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4118 loss: 1.4118 2022/06/27 08:01:27 - mmengine - INFO - Epoch(train) [152][3180/3757] lr: 6.269e-04 eta: 7:43:20 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 9.4131 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8025 loss: 1.8025 2022/06/27 08:01:33 - mmengine - INFO - Epoch(train) [152][3200/3757] lr: 6.269e-04 eta: 7:43:15 time: 0.266 data_time: 0.006 memory: 5036 grad_norm: 13.0305 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7886 loss: 1.7886 2022/06/27 08:01:38 - mmengine - INFO - Epoch(train) [152][3220/3757] lr: 6.269e-04 eta: 7:43:09 time: 0.259 data_time: 0.009 memory: 5036 grad_norm: 10.7435 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.7337 loss: 1.7337 2022/06/27 08:01:43 - mmengine - INFO - Epoch(train) [152][3240/3757] lr: 6.269e-04 eta: 7:43:04 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 12.2138 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.9273 loss: 1.9273 2022/06/27 08:01:48 - mmengine - INFO - Epoch(train) [152][3260/3757] lr: 6.269e-04 eta: 7:42:59 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 12.1185 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6240 loss: 1.6240 2022/06/27 08:01:54 - mmengine - INFO - Epoch(train) [152][3280/3757] lr: 6.269e-04 eta: 7:42:54 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 13.4356 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7907 loss: 1.7907 2022/06/27 08:01:59 - mmengine - INFO - Epoch(train) [152][3300/3757] lr: 6.269e-04 eta: 7:42:48 time: 0.269 data_time: 0.007 memory: 5036 grad_norm: 10.8026 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.6344 loss: 1.6344 2022/06/27 08:02:04 - mmengine - INFO - Epoch(train) [152][3320/3757] lr: 6.269e-04 eta: 7:42:43 time: 0.265 data_time: 0.006 memory: 5036 grad_norm: 11.3331 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.8456 loss: 1.8456 2022/06/27 08:02:10 - mmengine - INFO - Epoch(train) [152][3340/3757] lr: 6.269e-04 eta: 7:42:38 time: 0.264 data_time: 0.007 memory: 5036 grad_norm: 10.8176 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.6760 loss: 1.6760 2022/06/27 08:02:15 - mmengine - INFO - Epoch(train) [152][3360/3757] lr: 6.269e-04 eta: 7:42:33 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 13.0688 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7952 loss: 1.7952 2022/06/27 08:02:20 - mmengine - INFO - Epoch(train) [152][3380/3757] lr: 6.269e-04 eta: 7:42:27 time: 0.258 data_time: 0.010 memory: 5036 grad_norm: 11.3223 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3099 loss: 1.3099 2022/06/27 08:02:25 - mmengine - INFO - Epoch(train) [152][3400/3757] lr: 6.269e-04 eta: 7:42:22 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 10.7047 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5488 loss: 1.5488 2022/06/27 08:02:31 - mmengine - INFO - Epoch(train) [152][3420/3757] lr: 6.269e-04 eta: 7:42:17 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 8.7885 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.8281 loss: 1.8281 2022/06/27 08:02:36 - mmengine - INFO - Epoch(train) [152][3440/3757] lr: 6.269e-04 eta: 7:42:12 time: 0.250 data_time: 0.007 memory: 5036 grad_norm: 12.5903 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2879 loss: 2.2879 2022/06/27 08:02:41 - mmengine - INFO - Epoch(train) [152][3460/3757] lr: 6.269e-04 eta: 7:42:06 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 13.3917 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9676 loss: 1.9676 2022/06/27 08:02:46 - mmengine - INFO - Epoch(train) [152][3480/3757] lr: 6.269e-04 eta: 7:42:01 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 12.3554 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.0278 loss: 2.0278 2022/06/27 08:02:52 - mmengine - INFO - Epoch(train) [152][3500/3757] lr: 6.269e-04 eta: 7:41:56 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 14.4038 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8042 loss: 1.8042 2022/06/27 08:02:57 - mmengine - INFO - Epoch(train) [152][3520/3757] lr: 6.269e-04 eta: 7:41:51 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 10.3068 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8497 loss: 1.8497 2022/06/27 08:03:02 - mmengine - INFO - Epoch(train) [152][3540/3757] lr: 6.269e-04 eta: 7:41:45 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 13.1258 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.6001 loss: 1.6001 2022/06/27 08:03:07 - mmengine - INFO - Epoch(train) [152][3560/3757] lr: 6.269e-04 eta: 7:41:40 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 12.2577 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.6434 loss: 1.6434 2022/06/27 08:03:13 - mmengine - INFO - Epoch(train) [152][3580/3757] lr: 6.269e-04 eta: 7:41:35 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 11.3842 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.5594 loss: 1.5594 2022/06/27 08:03:18 - mmengine - INFO - Epoch(train) [152][3600/3757] lr: 6.269e-04 eta: 7:41:30 time: 0.259 data_time: 0.009 memory: 5036 grad_norm: 9.9894 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.6902 loss: 1.6902 2022/06/27 08:03:23 - mmengine - INFO - Epoch(train) [152][3620/3757] lr: 6.269e-04 eta: 7:41:24 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 13.4611 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.5514 loss: 1.5514 2022/06/27 08:03:28 - mmengine - INFO - Epoch(train) [152][3640/3757] lr: 6.269e-04 eta: 7:41:19 time: 0.260 data_time: 0.009 memory: 5036 grad_norm: 11.8377 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7756 loss: 1.7756 2022/06/27 08:03:34 - mmengine - INFO - Epoch(train) [152][3660/3757] lr: 6.269e-04 eta: 7:41:14 time: 0.260 data_time: 0.008 memory: 5036 grad_norm: 11.5246 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5583 loss: 1.5583 2022/06/27 08:03:39 - mmengine - INFO - Epoch(train) [152][3680/3757] lr: 6.269e-04 eta: 7:41:08 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 12.3378 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5477 loss: 1.5477 2022/06/27 08:03:42 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 08:03:44 - mmengine - INFO - Epoch(train) [152][3700/3757] lr: 6.269e-04 eta: 7:41:03 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 12.8322 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4143 loss: 1.4143 2022/06/27 08:03:49 - mmengine - INFO - Epoch(train) [152][3720/3757] lr: 6.269e-04 eta: 7:40:58 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 13.0291 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 1.7847 loss: 1.7847 2022/06/27 08:03:55 - mmengine - INFO - Epoch(train) [152][3740/3757] lr: 6.269e-04 eta: 7:40:53 time: 0.240 data_time: 0.006 memory: 5036 grad_norm: 11.6340 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.5646 loss: 1.5646 2022/06/27 08:03:59 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 08:03:59 - mmengine - INFO - Saving checkpoint at 152 epochs 2022/06/27 08:04:12 - mmengine - INFO - Epoch(val) [152][20/310] eta: 0:01:48 time: 0.106 data_time: 0.005 memory: 5036 2022/06/27 08:04:17 - mmengine - INFO - Epoch(val) [152][40/310] eta: 0:01:39 time: 0.106 data_time: 0.004 memory: 1723 2022/06/27 08:04:21 - mmengine - INFO - Epoch(val) [152][60/310] eta: 0:00:26 time: 0.107 data_time: 0.005 memory: 1723 2022/06/27 08:04:26 - mmengine - INFO - Epoch(val) [152][80/310] eta: 0:00:24 time: 0.108 data_time: 0.001 memory: 1723 2022/06/27 08:04:33 - mmengine - INFO - Epoch(val) [152][100/310] eta: 0:01:13 time: 0.103 data_time: 0.002 memory: 1723 2022/06/27 08:04:38 - mmengine - INFO - Epoch(val) [152][120/310] eta: 0:01:12 time: 0.104 data_time: 0.001 memory: 1723 2022/06/27 08:04:43 - mmengine - INFO - Epoch(val) [152][140/310] eta: 0:00:33 time: 0.106 data_time: 0.005 memory: 1723 2022/06/27 08:04:47 - mmengine - INFO - Epoch(val) [152][160/310] eta: 0:00:16 time: 0.104 data_time: 0.002 memory: 1723 2022/06/27 08:04:54 - mmengine - INFO - Epoch(val) [152][180/310] eta: 0:00:38 time: 0.108 data_time: 0.001 memory: 1723 2022/06/27 08:04:58 - mmengine - INFO - Epoch(val) [152][200/310] eta: 0:00:34 time: 0.103 data_time: 0.001 memory: 1723 2022/06/27 08:05:03 - mmengine - INFO - Epoch(val) [152][220/310] eta: 0:00:17 time: 0.171 data_time: 0.064 memory: 1723 2022/06/27 08:05:08 - mmengine - INFO - Epoch(val) [152][240/310] eta: 0:00:09 time: 0.103 data_time: 0.001 memory: 1723 2022/06/27 08:05:15 - mmengine - INFO - Epoch(val) [152][260/310] eta: 0:00:18 time: 0.103 data_time: 0.002 memory: 1723 2022/06/27 08:05:19 - mmengine - INFO - Epoch(val) [152][280/310] eta: 0:00:08 time: 0.119 data_time: 0.002 memory: 1723 2022/06/27 08:05:21 - mmengine - INFO - Epoch(val) [152][300/310] eta: 0:00:01 time: 0.102 data_time: 0.001 memory: 1723 2022/06/27 08:05:23 - mmengine - INFO - Epoch(val) [152][310/310] acc/top1: 0.6021 acc/top5: 0.8224 acc/mean1: 0.6020 2022/06/27 08:05:33 - mmengine - INFO - Epoch(train) [153][20/3757] lr: 5.853e-04 eta: 7:40:43 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 11.8828 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8771 loss: 1.8771 2022/06/27 08:05:39 - mmengine - INFO - Epoch(train) [153][40/3757] lr: 5.853e-04 eta: 7:40:38 time: 0.259 data_time: 0.011 memory: 5036 grad_norm: 11.9020 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.5059 loss: 1.5059 2022/06/27 08:05:44 - mmengine - INFO - Epoch(train) [153][60/3757] lr: 5.853e-04 eta: 7:40:33 time: 0.252 data_time: 0.004 memory: 5036 grad_norm: 11.1970 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4904 loss: 1.4904 2022/06/27 08:05:50 - mmengine - INFO - Epoch(train) [153][80/3757] lr: 5.853e-04 eta: 7:40:28 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 10.3050 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2581 loss: 1.2581 2022/06/27 08:05:55 - mmengine - INFO - Epoch(train) [153][100/3757] lr: 5.853e-04 eta: 7:40:22 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 11.1931 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4960 loss: 1.4960 2022/06/27 08:06:00 - mmengine - INFO - Epoch(train) [153][120/3757] lr: 5.853e-04 eta: 7:40:17 time: 0.264 data_time: 0.009 memory: 5036 grad_norm: 10.7073 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7846 loss: 1.7846 2022/06/27 08:06:06 - mmengine - INFO - Epoch(train) [153][140/3757] lr: 5.853e-04 eta: 7:40:12 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 12.0515 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7948 loss: 1.7948 2022/06/27 08:06:11 - mmengine - INFO - Epoch(train) [153][160/3757] lr: 5.853e-04 eta: 7:40:07 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 11.8067 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7722 loss: 1.7722 2022/06/27 08:06:16 - mmengine - INFO - Epoch(train) [153][180/3757] lr: 5.853e-04 eta: 7:40:02 time: 0.280 data_time: 0.009 memory: 5036 grad_norm: 12.1044 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4827 loss: 1.4827 2022/06/27 08:06:22 - mmengine - INFO - Epoch(train) [153][200/3757] lr: 5.853e-04 eta: 7:39:56 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 11.8308 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.5397 loss: 1.5397 2022/06/27 08:06:27 - mmengine - INFO - Epoch(train) [153][220/3757] lr: 5.853e-04 eta: 7:39:51 time: 0.289 data_time: 0.038 memory: 5036 grad_norm: 12.8818 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.5366 loss: 1.5366 2022/06/27 08:06:33 - mmengine - INFO - Epoch(train) [153][240/3757] lr: 5.853e-04 eta: 7:39:46 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 13.9450 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7682 loss: 1.7682 2022/06/27 08:06:38 - mmengine - INFO - Epoch(train) [153][260/3757] lr: 5.853e-04 eta: 7:39:41 time: 0.266 data_time: 0.009 memory: 5036 grad_norm: 11.3898 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6221 loss: 1.6221 2022/06/27 08:06:43 - mmengine - INFO - Epoch(train) [153][280/3757] lr: 5.853e-04 eta: 7:39:35 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 11.9415 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6339 loss: 1.6339 2022/06/27 08:06:48 - mmengine - INFO - Epoch(train) [153][300/3757] lr: 5.853e-04 eta: 7:39:30 time: 0.259 data_time: 0.010 memory: 5036 grad_norm: 11.6116 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6436 loss: 1.6436 2022/06/27 08:06:54 - mmengine - INFO - Epoch(train) [153][320/3757] lr: 5.853e-04 eta: 7:39:25 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 11.8075 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6376 loss: 1.6376 2022/06/27 08:06:59 - mmengine - INFO - Epoch(train) [153][340/3757] lr: 5.853e-04 eta: 7:39:20 time: 0.260 data_time: 0.008 memory: 5036 grad_norm: 11.0018 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6711 loss: 1.6711 2022/06/27 08:07:04 - mmengine - INFO - Epoch(train) [153][360/3757] lr: 5.853e-04 eta: 7:39:14 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 11.4190 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7057 loss: 1.7057 2022/06/27 08:07:10 - mmengine - INFO - Epoch(train) [153][380/3757] lr: 5.853e-04 eta: 7:39:09 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 15.1574 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.5023 loss: 1.5023 2022/06/27 08:07:15 - mmengine - INFO - Epoch(train) [153][400/3757] lr: 5.853e-04 eta: 7:39:04 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 13.2638 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2618 loss: 1.2618 2022/06/27 08:07:20 - mmengine - INFO - Epoch(train) [153][420/3757] lr: 5.853e-04 eta: 7:38:59 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 10.5626 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.7591 loss: 1.7591 2022/06/27 08:07:26 - mmengine - INFO - Epoch(train) [153][440/3757] lr: 5.853e-04 eta: 7:38:53 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 11.5383 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8359 loss: 1.8359 2022/06/27 08:07:31 - mmengine - INFO - Epoch(train) [153][460/3757] lr: 5.853e-04 eta: 7:38:48 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 9.4776 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5756 loss: 1.5756 2022/06/27 08:07:36 - mmengine - INFO - Epoch(train) [153][480/3757] lr: 5.853e-04 eta: 7:38:43 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 13.4133 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5647 loss: 1.5647 2022/06/27 08:07:41 - mmengine - INFO - Epoch(train) [153][500/3757] lr: 5.853e-04 eta: 7:38:38 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 9.2886 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7104 loss: 1.7104 2022/06/27 08:07:47 - mmengine - INFO - Epoch(train) [153][520/3757] lr: 5.853e-04 eta: 7:38:32 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 10.0995 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3763 loss: 1.3763 2022/06/27 08:07:52 - mmengine - INFO - Epoch(train) [153][540/3757] lr: 5.853e-04 eta: 7:38:27 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 12.6646 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.8281 loss: 1.8281 2022/06/27 08:07:57 - mmengine - INFO - Epoch(train) [153][560/3757] lr: 5.853e-04 eta: 7:38:22 time: 0.309 data_time: 0.007 memory: 5036 grad_norm: 11.3590 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6290 loss: 1.6290 2022/06/27 08:08:03 - mmengine - INFO - Epoch(train) [153][580/3757] lr: 5.853e-04 eta: 7:38:16 time: 0.249 data_time: 0.007 memory: 5036 grad_norm: 13.0126 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2197 loss: 2.2197 2022/06/27 08:08:08 - mmengine - INFO - Epoch(train) [153][600/3757] lr: 5.853e-04 eta: 7:38:11 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 11.8142 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.1610 loss: 2.1610 2022/06/27 08:08:13 - mmengine - INFO - Epoch(train) [153][620/3757] lr: 5.853e-04 eta: 7:38:06 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 11.0963 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5083 loss: 1.5083 2022/06/27 08:08:18 - mmengine - INFO - Epoch(train) [153][640/3757] lr: 5.853e-04 eta: 7:38:01 time: 0.265 data_time: 0.014 memory: 5036 grad_norm: 10.7744 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6258 loss: 1.6258 2022/06/27 08:08:24 - mmengine - INFO - Epoch(train) [153][660/3757] lr: 5.853e-04 eta: 7:37:55 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 11.9150 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.8416 loss: 1.8416 2022/06/27 08:08:29 - mmengine - INFO - Epoch(train) [153][680/3757] lr: 5.853e-04 eta: 7:37:50 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 13.9056 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4743 loss: 1.4743 2022/06/27 08:08:34 - mmengine - INFO - Epoch(train) [153][700/3757] lr: 5.853e-04 eta: 7:37:45 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 11.9701 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.9262 loss: 1.9262 2022/06/27 08:08:39 - mmengine - INFO - Epoch(train) [153][720/3757] lr: 5.853e-04 eta: 7:37:40 time: 0.267 data_time: 0.007 memory: 5036 grad_norm: 11.7099 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.3960 loss: 1.3960 2022/06/27 08:08:45 - mmengine - INFO - Epoch(train) [153][740/3757] lr: 5.853e-04 eta: 7:37:34 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 11.7590 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.5197 loss: 1.5197 2022/06/27 08:08:50 - mmengine - INFO - Epoch(train) [153][760/3757] lr: 5.853e-04 eta: 7:37:29 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 11.1119 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7341 loss: 1.7341 2022/06/27 08:08:55 - mmengine - INFO - Epoch(train) [153][780/3757] lr: 5.853e-04 eta: 7:37:24 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 11.1042 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9354 loss: 1.9354 2022/06/27 08:09:00 - mmengine - INFO - Epoch(train) [153][800/3757] lr: 5.853e-04 eta: 7:37:19 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 11.7493 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5654 loss: 1.5654 2022/06/27 08:09:06 - mmengine - INFO - Epoch(train) [153][820/3757] lr: 5.853e-04 eta: 7:37:13 time: 0.259 data_time: 0.009 memory: 5036 grad_norm: 10.8650 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.5926 loss: 1.5926 2022/06/27 08:09:11 - mmengine - INFO - Epoch(train) [153][840/3757] lr: 5.853e-04 eta: 7:37:08 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 11.7399 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8122 loss: 1.8122 2022/06/27 08:09:16 - mmengine - INFO - Epoch(train) [153][860/3757] lr: 5.853e-04 eta: 7:37:03 time: 0.261 data_time: 0.008 memory: 5036 grad_norm: 11.1376 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.6991 loss: 1.6991 2022/06/27 08:09:21 - mmengine - INFO - Epoch(train) [153][880/3757] lr: 5.853e-04 eta: 7:36:58 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 10.6307 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.4948 loss: 1.4948 2022/06/27 08:09:27 - mmengine - INFO - Epoch(train) [153][900/3757] lr: 5.853e-04 eta: 7:36:52 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 10.6728 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.6152 loss: 1.6152 2022/06/27 08:09:32 - mmengine - INFO - Epoch(train) [153][920/3757] lr: 5.853e-04 eta: 7:36:47 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 9.8076 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4467 loss: 1.4467 2022/06/27 08:09:36 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 08:09:37 - mmengine - INFO - Epoch(train) [153][940/3757] lr: 5.853e-04 eta: 7:36:42 time: 0.290 data_time: 0.006 memory: 5036 grad_norm: 11.7509 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3150 loss: 1.3150 2022/06/27 08:09:43 - mmengine - INFO - Epoch(train) [153][960/3757] lr: 5.853e-04 eta: 7:36:37 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 12.9272 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.8220 loss: 1.8220 2022/06/27 08:09:48 - mmengine - INFO - Epoch(train) [153][980/3757] lr: 5.853e-04 eta: 7:36:31 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 10.5981 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6940 loss: 1.6940 2022/06/27 08:09:53 - mmengine - INFO - Epoch(train) [153][1000/3757] lr: 5.853e-04 eta: 7:36:26 time: 0.259 data_time: 0.010 memory: 5036 grad_norm: 11.6299 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9424 loss: 1.9424 2022/06/27 08:09:59 - mmengine - INFO - Epoch(train) [153][1020/3757] lr: 5.853e-04 eta: 7:36:21 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 11.2198 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.5604 loss: 1.5604 2022/06/27 08:10:04 - mmengine - INFO - Epoch(train) [153][1040/3757] lr: 5.853e-04 eta: 7:36:16 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 10.5797 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7090 loss: 1.7090 2022/06/27 08:10:09 - mmengine - INFO - Epoch(train) [153][1060/3757] lr: 5.853e-04 eta: 7:36:10 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 10.4853 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6631 loss: 1.6631 2022/06/27 08:10:14 - mmengine - INFO - Epoch(train) [153][1080/3757] lr: 5.853e-04 eta: 7:36:05 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 12.0985 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7510 loss: 1.7510 2022/06/27 08:10:20 - mmengine - INFO - Epoch(train) [153][1100/3757] lr: 5.853e-04 eta: 7:36:00 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 13.5956 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2183 loss: 2.2183 2022/06/27 08:10:25 - mmengine - INFO - Epoch(train) [153][1120/3757] lr: 5.853e-04 eta: 7:35:55 time: 0.265 data_time: 0.007 memory: 5036 grad_norm: 10.2409 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.0677 loss: 2.0677 2022/06/27 08:10:30 - mmengine - INFO - Epoch(train) [153][1140/3757] lr: 5.853e-04 eta: 7:35:49 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 9.7130 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7845 loss: 1.7845 2022/06/27 08:10:36 - mmengine - INFO - Epoch(train) [153][1160/3757] lr: 5.853e-04 eta: 7:35:44 time: 0.264 data_time: 0.007 memory: 5036 grad_norm: 11.2792 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.8378 loss: 1.8378 2022/06/27 08:10:41 - mmengine - INFO - Epoch(train) [153][1180/3757] lr: 5.853e-04 eta: 7:35:39 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 9.8661 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8122 loss: 1.8122 2022/06/27 08:10:46 - mmengine - INFO - Epoch(train) [153][1200/3757] lr: 5.853e-04 eta: 7:35:34 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 12.1332 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 1.7373 loss: 1.7373 2022/06/27 08:10:52 - mmengine - INFO - Epoch(train) [153][1220/3757] lr: 5.853e-04 eta: 7:35:28 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 9.1648 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8819 loss: 1.8819 2022/06/27 08:10:57 - mmengine - INFO - Epoch(train) [153][1240/3757] lr: 5.853e-04 eta: 7:35:23 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 14.1040 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9238 loss: 1.9238 2022/06/27 08:11:02 - mmengine - INFO - Epoch(train) [153][1260/3757] lr: 5.853e-04 eta: 7:35:18 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 11.4642 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3284 loss: 1.3284 2022/06/27 08:11:08 - mmengine - INFO - Epoch(train) [153][1280/3757] lr: 5.853e-04 eta: 7:35:13 time: 0.325 data_time: 0.007 memory: 5036 grad_norm: 11.0186 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.0626 loss: 2.0626 2022/06/27 08:11:13 - mmengine - INFO - Epoch(train) [153][1300/3757] lr: 5.853e-04 eta: 7:35:07 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 11.9519 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.8647 loss: 1.8647 2022/06/27 08:11:18 - mmengine - INFO - Epoch(train) [153][1320/3757] lr: 5.853e-04 eta: 7:35:02 time: 0.258 data_time: 0.012 memory: 5036 grad_norm: 11.2836 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 1.8116 loss: 1.8116 2022/06/27 08:11:23 - mmengine - INFO - Epoch(train) [153][1340/3757] lr: 5.853e-04 eta: 7:34:57 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 11.6909 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.0005 loss: 2.0005 2022/06/27 08:11:29 - mmengine - INFO - Epoch(train) [153][1360/3757] lr: 5.853e-04 eta: 7:34:51 time: 0.267 data_time: 0.003 memory: 5036 grad_norm: 14.2272 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.5315 loss: 1.5315 2022/06/27 08:11:34 - mmengine - INFO - Epoch(train) [153][1380/3757] lr: 5.853e-04 eta: 7:34:46 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 11.5744 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7817 loss: 1.7817 2022/06/27 08:11:39 - mmengine - INFO - Epoch(train) [153][1400/3757] lr: 5.853e-04 eta: 7:34:41 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 10.4959 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.8506 loss: 1.8506 2022/06/27 08:11:44 - mmengine - INFO - Epoch(train) [153][1420/3757] lr: 5.853e-04 eta: 7:34:36 time: 0.258 data_time: 0.014 memory: 5036 grad_norm: 12.3596 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3745 loss: 1.3745 2022/06/27 08:11:49 - mmengine - INFO - Epoch(train) [153][1440/3757] lr: 5.853e-04 eta: 7:34:30 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 11.8221 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9658 loss: 1.9658 2022/06/27 08:11:55 - mmengine - INFO - Epoch(train) [153][1460/3757] lr: 5.853e-04 eta: 7:34:25 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 12.1078 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6751 loss: 1.6751 2022/06/27 08:12:00 - mmengine - INFO - Epoch(train) [153][1480/3757] lr: 5.853e-04 eta: 7:34:20 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 11.2528 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3254 loss: 1.3254 2022/06/27 08:12:05 - mmengine - INFO - Epoch(train) [153][1500/3757] lr: 5.853e-04 eta: 7:34:15 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 8.9129 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8996 loss: 1.8996 2022/06/27 08:12:10 - mmengine - INFO - Epoch(train) [153][1520/3757] lr: 5.853e-04 eta: 7:34:09 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 10.6600 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2232 loss: 1.2232 2022/06/27 08:12:16 - mmengine - INFO - Epoch(train) [153][1540/3757] lr: 5.853e-04 eta: 7:34:04 time: 0.264 data_time: 0.006 memory: 5036 grad_norm: 12.6747 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.6000 loss: 1.6000 2022/06/27 08:12:21 - mmengine - INFO - Epoch(train) [153][1560/3757] lr: 5.853e-04 eta: 7:33:59 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 10.2015 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6694 loss: 1.6694 2022/06/27 08:12:26 - mmengine - INFO - Epoch(train) [153][1580/3757] lr: 5.853e-04 eta: 7:33:54 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 8.9601 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.6712 loss: 1.6712 2022/06/27 08:12:31 - mmengine - INFO - Epoch(train) [153][1600/3757] lr: 5.853e-04 eta: 7:33:48 time: 0.250 data_time: 0.007 memory: 5036 grad_norm: 11.8203 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8589 loss: 1.8589 2022/06/27 08:12:37 - mmengine - INFO - Epoch(train) [153][1620/3757] lr: 5.853e-04 eta: 7:33:43 time: 0.263 data_time: 0.007 memory: 5036 grad_norm: 15.2300 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.5869 loss: 1.5869 2022/06/27 08:12:42 - mmengine - INFO - Epoch(train) [153][1640/3757] lr: 5.853e-04 eta: 7:33:38 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 11.7937 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6688 loss: 1.6688 2022/06/27 08:12:47 - mmengine - INFO - Epoch(train) [153][1660/3757] lr: 5.853e-04 eta: 7:33:32 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 12.6286 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5544 loss: 1.5544 2022/06/27 08:12:52 - mmengine - INFO - Epoch(train) [153][1680/3757] lr: 5.853e-04 eta: 7:33:27 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 11.1274 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9276 loss: 1.9276 2022/06/27 08:12:58 - mmengine - INFO - Epoch(train) [153][1700/3757] lr: 5.853e-04 eta: 7:33:22 time: 0.369 data_time: 0.008 memory: 5036 grad_norm: 9.2216 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8021 loss: 1.8021 2022/06/27 08:13:03 - mmengine - INFO - Epoch(train) [153][1720/3757] lr: 5.853e-04 eta: 7:33:17 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 12.7964 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.8921 loss: 1.8921 2022/06/27 08:13:08 - mmengine - INFO - Epoch(train) [153][1740/3757] lr: 5.853e-04 eta: 7:33:11 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 9.0834 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6401 loss: 1.6401 2022/06/27 08:13:14 - mmengine - INFO - Epoch(train) [153][1760/3757] lr: 5.853e-04 eta: 7:33:06 time: 0.262 data_time: 0.010 memory: 5036 grad_norm: 13.1432 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.6606 loss: 1.6606 2022/06/27 08:13:19 - mmengine - INFO - Epoch(train) [153][1780/3757] lr: 5.853e-04 eta: 7:33:01 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 12.5454 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.5684 loss: 1.5684 2022/06/27 08:13:24 - mmengine - INFO - Epoch(train) [153][1800/3757] lr: 5.853e-04 eta: 7:32:56 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 11.1189 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9379 loss: 1.9379 2022/06/27 08:13:29 - mmengine - INFO - Epoch(train) [153][1820/3757] lr: 5.853e-04 eta: 7:32:50 time: 0.255 data_time: 0.004 memory: 5036 grad_norm: 11.2841 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0825 loss: 2.0825 2022/06/27 08:13:35 - mmengine - INFO - Epoch(train) [153][1840/3757] lr: 5.853e-04 eta: 7:32:45 time: 0.263 data_time: 0.007 memory: 5036 grad_norm: 14.1417 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.7855 loss: 1.7855 2022/06/27 08:13:40 - mmengine - INFO - Epoch(train) [153][1860/3757] lr: 5.853e-04 eta: 7:32:40 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 12.6288 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4049 loss: 1.4049 2022/06/27 08:13:45 - mmengine - INFO - Epoch(train) [153][1880/3757] lr: 5.853e-04 eta: 7:32:35 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 12.3023 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6937 loss: 1.6937 2022/06/27 08:13:50 - mmengine - INFO - Epoch(train) [153][1900/3757] lr: 5.853e-04 eta: 7:32:29 time: 0.266 data_time: 0.007 memory: 5036 grad_norm: 12.2797 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4948 loss: 1.4948 2022/06/27 08:13:56 - mmengine - INFO - Epoch(train) [153][1920/3757] lr: 5.853e-04 eta: 7:32:24 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 10.3661 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.1987 loss: 1.1987 2022/06/27 08:14:00 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 08:14:01 - mmengine - INFO - Epoch(train) [153][1940/3757] lr: 5.853e-04 eta: 7:32:19 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 9.0125 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4672 loss: 1.4672 2022/06/27 08:14:06 - mmengine - INFO - Epoch(train) [153][1960/3757] lr: 5.853e-04 eta: 7:32:14 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 11.1867 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8948 loss: 1.8948 2022/06/27 08:14:11 - mmengine - INFO - Epoch(train) [153][1980/3757] lr: 5.853e-04 eta: 7:32:08 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 12.5671 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5381 loss: 1.5381 2022/06/27 08:14:16 - mmengine - INFO - Epoch(train) [153][2000/3757] lr: 5.853e-04 eta: 7:32:03 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 12.5452 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.8248 loss: 1.8248 2022/06/27 08:14:22 - mmengine - INFO - Epoch(train) [153][2020/3757] lr: 5.853e-04 eta: 7:31:58 time: 0.265 data_time: 0.006 memory: 5036 grad_norm: 12.5802 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.6620 loss: 1.6620 2022/06/27 08:14:27 - mmengine - INFO - Epoch(train) [153][2040/3757] lr: 5.853e-04 eta: 7:31:53 time: 0.259 data_time: 0.009 memory: 5036 grad_norm: 11.6751 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7867 loss: 1.7867 2022/06/27 08:14:32 - mmengine - INFO - Epoch(train) [153][2060/3757] lr: 5.853e-04 eta: 7:31:47 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 12.3403 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8629 loss: 1.8629 2022/06/27 08:14:38 - mmengine - INFO - Epoch(train) [153][2080/3757] lr: 5.853e-04 eta: 7:31:42 time: 0.257 data_time: 0.004 memory: 5036 grad_norm: 11.9144 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4774 loss: 1.4774 2022/06/27 08:14:43 - mmengine - INFO - Epoch(train) [153][2100/3757] lr: 5.853e-04 eta: 7:31:37 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 11.0219 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.1773 loss: 1.1773 2022/06/27 08:14:48 - mmengine - INFO - Epoch(train) [153][2120/3757] lr: 5.853e-04 eta: 7:31:31 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 11.6612 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9413 loss: 1.9413 2022/06/27 08:14:53 - mmengine - INFO - Epoch(train) [153][2140/3757] lr: 5.853e-04 eta: 7:31:26 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 12.8406 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4634 loss: 1.4634 2022/06/27 08:14:59 - mmengine - INFO - Epoch(train) [153][2160/3757] lr: 5.853e-04 eta: 7:31:21 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 11.6152 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.8700 loss: 1.8700 2022/06/27 08:15:04 - mmengine - INFO - Epoch(train) [153][2180/3757] lr: 5.853e-04 eta: 7:31:16 time: 0.260 data_time: 0.009 memory: 5036 grad_norm: 11.3938 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8171 loss: 1.8171 2022/06/27 08:15:09 - mmengine - INFO - Epoch(train) [153][2200/3757] lr: 5.853e-04 eta: 7:31:10 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 12.3137 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7078 loss: 1.7078 2022/06/27 08:15:14 - mmengine - INFO - Epoch(train) [153][2220/3757] lr: 5.853e-04 eta: 7:31:05 time: 0.251 data_time: 0.007 memory: 5036 grad_norm: 12.7957 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.1614 loss: 1.1614 2022/06/27 08:15:20 - mmengine - INFO - Epoch(train) [153][2240/3757] lr: 5.853e-04 eta: 7:31:00 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 10.8707 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1523 loss: 2.1523 2022/06/27 08:15:25 - mmengine - INFO - Epoch(train) [153][2260/3757] lr: 5.853e-04 eta: 7:30:55 time: 0.258 data_time: 0.013 memory: 5036 grad_norm: 10.3144 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.8784 loss: 1.8784 2022/06/27 08:15:30 - mmengine - INFO - Epoch(train) [153][2280/3757] lr: 5.853e-04 eta: 7:30:49 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 12.7798 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.8491 loss: 1.8491 2022/06/27 08:15:36 - mmengine - INFO - Epoch(train) [153][2300/3757] lr: 5.853e-04 eta: 7:30:44 time: 0.268 data_time: 0.007 memory: 5036 grad_norm: 10.9206 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.2728 loss: 1.2728 2022/06/27 08:15:41 - mmengine - INFO - Epoch(train) [153][2320/3757] lr: 5.853e-04 eta: 7:30:39 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 11.8801 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.4574 loss: 1.4574 2022/06/27 08:15:46 - mmengine - INFO - Epoch(train) [153][2340/3757] lr: 5.853e-04 eta: 7:30:34 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 12.0082 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0721 loss: 2.0721 2022/06/27 08:15:51 - mmengine - INFO - Epoch(train) [153][2360/3757] lr: 5.853e-04 eta: 7:30:28 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 13.9844 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5752 loss: 1.5752 2022/06/27 08:15:57 - mmengine - INFO - Epoch(train) [153][2380/3757] lr: 5.853e-04 eta: 7:30:23 time: 0.256 data_time: 0.012 memory: 5036 grad_norm: 10.9982 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3698 loss: 1.3698 2022/06/27 08:16:02 - mmengine - INFO - Epoch(train) [153][2400/3757] lr: 5.853e-04 eta: 7:30:18 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 10.9849 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 1.9513 loss: 1.9513 2022/06/27 08:16:07 - mmengine - INFO - Epoch(train) [153][2420/3757] lr: 5.853e-04 eta: 7:30:13 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 11.8469 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3796 loss: 1.3796 2022/06/27 08:16:12 - mmengine - INFO - Epoch(train) [153][2440/3757] lr: 5.853e-04 eta: 7:30:07 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 11.5426 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5227 loss: 1.5227 2022/06/27 08:16:17 - mmengine - INFO - Epoch(train) [153][2460/3757] lr: 5.853e-04 eta: 7:30:02 time: 0.260 data_time: 0.009 memory: 5036 grad_norm: 10.0373 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8596 loss: 1.8596 2022/06/27 08:16:23 - mmengine - INFO - Epoch(train) [153][2480/3757] lr: 5.853e-04 eta: 7:29:57 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 10.3140 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4449 loss: 1.4449 2022/06/27 08:16:28 - mmengine - INFO - Epoch(train) [153][2500/3757] lr: 5.853e-04 eta: 7:29:51 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 11.5945 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5777 loss: 1.5777 2022/06/27 08:16:33 - mmengine - INFO - Epoch(train) [153][2520/3757] lr: 5.853e-04 eta: 7:29:46 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 11.2163 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4205 loss: 1.4205 2022/06/27 08:16:38 - mmengine - INFO - Epoch(train) [153][2540/3757] lr: 5.853e-04 eta: 7:29:41 time: 0.265 data_time: 0.007 memory: 5036 grad_norm: 12.3943 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9276 loss: 1.9276 2022/06/27 08:16:44 - mmengine - INFO - Epoch(train) [153][2560/3757] lr: 5.853e-04 eta: 7:29:36 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 13.2228 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8017 loss: 1.8017 2022/06/27 08:16:49 - mmengine - INFO - Epoch(train) [153][2580/3757] lr: 5.853e-04 eta: 7:29:30 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 12.0030 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8204 loss: 1.8204 2022/06/27 08:16:54 - mmengine - INFO - Epoch(train) [153][2600/3757] lr: 5.853e-04 eta: 7:29:25 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 11.8716 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.4419 loss: 1.4419 2022/06/27 08:16:59 - mmengine - INFO - Epoch(train) [153][2620/3757] lr: 5.853e-04 eta: 7:29:20 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 12.4421 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7466 loss: 1.7466 2022/06/27 08:17:05 - mmengine - INFO - Epoch(train) [153][2640/3757] lr: 5.853e-04 eta: 7:29:15 time: 0.262 data_time: 0.009 memory: 5036 grad_norm: 12.9789 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9098 loss: 1.9098 2022/06/27 08:17:10 - mmengine - INFO - Epoch(train) [153][2660/3757] lr: 5.853e-04 eta: 7:29:09 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 10.6172 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8141 loss: 1.8141 2022/06/27 08:17:15 - mmengine - INFO - Epoch(train) [153][2680/3757] lr: 5.853e-04 eta: 7:29:04 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 13.3057 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.3817 loss: 1.3817 2022/06/27 08:17:20 - mmengine - INFO - Epoch(train) [153][2700/3757] lr: 5.853e-04 eta: 7:28:59 time: 0.264 data_time: 0.006 memory: 5036 grad_norm: 11.0059 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5705 loss: 1.5705 2022/06/27 08:17:26 - mmengine - INFO - Epoch(train) [153][2720/3757] lr: 5.853e-04 eta: 7:28:54 time: 0.258 data_time: 0.010 memory: 5036 grad_norm: 10.8273 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5707 loss: 1.5707 2022/06/27 08:17:31 - mmengine - INFO - Epoch(train) [153][2740/3757] lr: 5.853e-04 eta: 7:28:48 time: 0.272 data_time: 0.006 memory: 5036 grad_norm: 13.4855 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.5254 loss: 2.5254 2022/06/27 08:17:36 - mmengine - INFO - Epoch(train) [153][2760/3757] lr: 5.853e-04 eta: 7:28:43 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 11.9507 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8310 loss: 1.8310 2022/06/27 08:17:41 - mmengine - INFO - Epoch(train) [153][2780/3757] lr: 5.853e-04 eta: 7:28:38 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 11.7305 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.0440 loss: 2.0440 2022/06/27 08:17:47 - mmengine - INFO - Epoch(train) [153][2800/3757] lr: 5.853e-04 eta: 7:28:33 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 11.1343 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.7515 loss: 1.7515 2022/06/27 08:17:52 - mmengine - INFO - Epoch(train) [153][2820/3757] lr: 5.853e-04 eta: 7:28:27 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 13.0681 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.8676 loss: 1.8676 2022/06/27 08:17:57 - mmengine - INFO - Epoch(train) [153][2840/3757] lr: 5.853e-04 eta: 7:28:22 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 11.0517 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8489 loss: 1.8489 2022/06/27 08:18:02 - mmengine - INFO - Epoch(train) [153][2860/3757] lr: 5.853e-04 eta: 7:28:17 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 12.8493 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5212 loss: 1.5212 2022/06/27 08:18:08 - mmengine - INFO - Epoch(train) [153][2880/3757] lr: 5.853e-04 eta: 7:28:12 time: 0.258 data_time: 0.004 memory: 5036 grad_norm: 11.9573 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3718 loss: 1.3718 2022/06/27 08:18:13 - mmengine - INFO - Epoch(train) [153][2900/3757] lr: 5.853e-04 eta: 7:28:06 time: 0.253 data_time: 0.004 memory: 5036 grad_norm: 11.0191 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7069 loss: 1.7069 2022/06/27 08:18:18 - mmengine - INFO - Epoch(train) [153][2920/3757] lr: 5.853e-04 eta: 7:28:01 time: 0.396 data_time: 0.009 memory: 5036 grad_norm: 13.7650 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4449 loss: 1.4449 2022/06/27 08:18:23 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 08:18:24 - mmengine - INFO - Epoch(train) [153][2940/3757] lr: 5.853e-04 eta: 7:27:56 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 13.3410 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6756 loss: 1.6756 2022/06/27 08:18:29 - mmengine - INFO - Epoch(train) [153][2960/3757] lr: 5.853e-04 eta: 7:27:50 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 13.6438 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4582 loss: 1.4582 2022/06/27 08:18:34 - mmengine - INFO - Epoch(train) [153][2980/3757] lr: 5.853e-04 eta: 7:27:45 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 9.8093 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4827 loss: 1.4827 2022/06/27 08:18:39 - mmengine - INFO - Epoch(train) [153][3000/3757] lr: 5.853e-04 eta: 7:27:40 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 12.8133 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5574 loss: 1.5574 2022/06/27 08:18:45 - mmengine - INFO - Epoch(train) [153][3020/3757] lr: 5.853e-04 eta: 7:27:35 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 9.9004 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9026 loss: 1.9026 2022/06/27 08:18:50 - mmengine - INFO - Epoch(train) [153][3040/3757] lr: 5.853e-04 eta: 7:27:29 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 8.5334 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.7805 loss: 1.7805 2022/06/27 08:18:55 - mmengine - INFO - Epoch(train) [153][3060/3757] lr: 5.853e-04 eta: 7:27:24 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 12.9508 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5004 loss: 1.5004 2022/06/27 08:19:00 - mmengine - INFO - Epoch(train) [153][3080/3757] lr: 5.853e-04 eta: 7:27:19 time: 0.260 data_time: 0.009 memory: 5036 grad_norm: 10.0938 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6339 loss: 1.6339 2022/06/27 08:19:06 - mmengine - INFO - Epoch(train) [153][3100/3757] lr: 5.853e-04 eta: 7:27:14 time: 0.265 data_time: 0.007 memory: 5036 grad_norm: 10.3387 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3352 loss: 1.3352 2022/06/27 08:19:11 - mmengine - INFO - Epoch(train) [153][3120/3757] lr: 5.853e-04 eta: 7:27:08 time: 0.259 data_time: 0.010 memory: 5036 grad_norm: 13.4317 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.7907 loss: 1.7907 2022/06/27 08:19:16 - mmengine - INFO - Epoch(train) [153][3140/3757] lr: 5.853e-04 eta: 7:27:03 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 12.4115 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.8902 loss: 1.8902 2022/06/27 08:19:22 - mmengine - INFO - Epoch(train) [153][3160/3757] lr: 5.853e-04 eta: 7:26:58 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 10.5172 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8810 loss: 1.8810 2022/06/27 08:19:27 - mmengine - INFO - Epoch(train) [153][3180/3757] lr: 5.853e-04 eta: 7:26:53 time: 0.259 data_time: 0.009 memory: 5036 grad_norm: 11.3897 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.9761 loss: 1.9761 2022/06/27 08:19:32 - mmengine - INFO - Epoch(train) [153][3200/3757] lr: 5.853e-04 eta: 7:26:47 time: 0.262 data_time: 0.010 memory: 5036 grad_norm: 10.3554 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.7305 loss: 1.7305 2022/06/27 08:19:37 - mmengine - INFO - Epoch(train) [153][3220/3757] lr: 5.853e-04 eta: 7:26:42 time: 0.255 data_time: 0.010 memory: 5036 grad_norm: 12.5096 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.6407 loss: 1.6407 2022/06/27 08:19:43 - mmengine - INFO - Epoch(train) [153][3240/3757] lr: 5.853e-04 eta: 7:26:37 time: 0.257 data_time: 0.010 memory: 5036 grad_norm: 11.5223 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.6891 loss: 1.6891 2022/06/27 08:19:48 - mmengine - INFO - Epoch(train) [153][3260/3757] lr: 5.853e-04 eta: 7:26:32 time: 0.259 data_time: 0.009 memory: 5036 grad_norm: 14.9262 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 1.7526 loss: 1.7526 2022/06/27 08:19:53 - mmengine - INFO - Epoch(train) [153][3280/3757] lr: 5.853e-04 eta: 7:26:26 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 13.1877 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.7250 loss: 1.7250 2022/06/27 08:19:58 - mmengine - INFO - Epoch(train) [153][3300/3757] lr: 5.853e-04 eta: 7:26:21 time: 0.357 data_time: 0.009 memory: 5036 grad_norm: 9.4985 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4779 loss: 1.4779 2022/06/27 08:20:04 - mmengine - INFO - Epoch(train) [153][3320/3757] lr: 5.853e-04 eta: 7:26:16 time: 0.261 data_time: 0.009 memory: 5036 grad_norm: 12.5802 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.4805 loss: 1.4805 2022/06/27 08:20:09 - mmengine - INFO - Epoch(train) [153][3340/3757] lr: 5.853e-04 eta: 7:26:11 time: 0.261 data_time: 0.010 memory: 5036 grad_norm: 9.6511 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7778 loss: 1.7778 2022/06/27 08:20:14 - mmengine - INFO - Epoch(train) [153][3360/3757] lr: 5.853e-04 eta: 7:26:05 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 13.4055 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.5384 loss: 1.5384 2022/06/27 08:20:19 - mmengine - INFO - Epoch(train) [153][3380/3757] lr: 5.853e-04 eta: 7:26:00 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 10.0636 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.7722 loss: 1.7722 2022/06/27 08:20:25 - mmengine - INFO - Epoch(train) [153][3400/3757] lr: 5.853e-04 eta: 7:25:55 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 11.9213 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4161 loss: 1.4161 2022/06/27 08:20:30 - mmengine - INFO - Epoch(train) [153][3420/3757] lr: 5.853e-04 eta: 7:25:50 time: 0.264 data_time: 0.014 memory: 5036 grad_norm: 13.3630 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2886 loss: 2.2886 2022/06/27 08:20:36 - mmengine - INFO - Epoch(train) [153][3440/3757] lr: 5.853e-04 eta: 7:25:44 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 14.8658 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0746 loss: 2.0746 2022/06/27 08:20:41 - mmengine - INFO - Epoch(train) [153][3460/3757] lr: 5.853e-04 eta: 7:25:39 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 11.9166 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.1131 loss: 2.1131 2022/06/27 08:20:46 - mmengine - INFO - Epoch(train) [153][3480/3757] lr: 5.853e-04 eta: 7:25:34 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 11.5337 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.0593 loss: 2.0593 2022/06/27 08:20:52 - mmengine - INFO - Epoch(train) [153][3500/3757] lr: 5.853e-04 eta: 7:25:29 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 10.3016 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0333 loss: 2.0333 2022/06/27 08:20:57 - mmengine - INFO - Epoch(train) [153][3520/3757] lr: 5.853e-04 eta: 7:25:23 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 13.0546 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.7091 loss: 1.7091 2022/06/27 08:21:02 - mmengine - INFO - Epoch(train) [153][3540/3757] lr: 5.853e-04 eta: 7:25:18 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 13.6167 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.6042 loss: 1.6042 2022/06/27 08:21:07 - mmengine - INFO - Epoch(train) [153][3560/3757] lr: 5.853e-04 eta: 7:25:13 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 11.8051 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.8863 loss: 1.8863 2022/06/27 08:21:13 - mmengine - INFO - Epoch(train) [153][3580/3757] lr: 5.853e-04 eta: 7:25:08 time: 0.259 data_time: 0.009 memory: 5036 grad_norm: 12.7593 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.9108 loss: 1.9108 2022/06/27 08:21:18 - mmengine - INFO - Epoch(train) [153][3600/3757] lr: 5.853e-04 eta: 7:25:02 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 8.9217 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1359 loss: 2.1359 2022/06/27 08:21:23 - mmengine - INFO - Epoch(train) [153][3620/3757] lr: 5.853e-04 eta: 7:24:57 time: 0.267 data_time: 0.006 memory: 5036 grad_norm: 11.7068 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8211 loss: 1.8211 2022/06/27 08:21:29 - mmengine - INFO - Epoch(train) [153][3640/3757] lr: 5.853e-04 eta: 7:24:52 time: 0.291 data_time: 0.020 memory: 5036 grad_norm: 11.5591 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.0851 loss: 2.0851 2022/06/27 08:21:34 - mmengine - INFO - Epoch(train) [153][3660/3757] lr: 5.853e-04 eta: 7:24:47 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 10.2423 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.5637 loss: 1.5637 2022/06/27 08:21:39 - mmengine - INFO - Epoch(train) [153][3680/3757] lr: 5.853e-04 eta: 7:24:41 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 10.9019 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.7308 loss: 1.7308 2022/06/27 08:21:44 - mmengine - INFO - Epoch(train) [153][3700/3757] lr: 5.853e-04 eta: 7:24:36 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 10.4510 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7288 loss: 1.7288 2022/06/27 08:21:50 - mmengine - INFO - Epoch(train) [153][3720/3757] lr: 5.853e-04 eta: 7:24:31 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 11.2694 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.5925 loss: 1.5925 2022/06/27 08:21:55 - mmengine - INFO - Epoch(train) [153][3740/3757] lr: 5.853e-04 eta: 7:24:25 time: 0.243 data_time: 0.006 memory: 5036 grad_norm: 10.0435 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7500 loss: 1.7500 2022/06/27 08:21:59 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 08:21:59 - mmengine - INFO - Saving checkpoint at 153 epochs 2022/06/27 08:22:12 - mmengine - INFO - Epoch(val) [153][20/310] eta: 0:01:38 time: 0.293 data_time: 0.191 memory: 5036 2022/06/27 08:22:16 - mmengine - INFO - Epoch(val) [153][40/310] eta: 0:01:39 time: 0.104 data_time: 0.002 memory: 1723 2022/06/27 08:22:21 - mmengine - INFO - Epoch(val) [153][60/310] eta: 0:00:26 time: 0.113 data_time: 0.009 memory: 1723 2022/06/27 08:22:26 - mmengine - INFO - Epoch(val) [153][80/310] eta: 0:00:24 time: 0.102 data_time: 0.002 memory: 1723 2022/06/27 08:22:33 - mmengine - INFO - Epoch(val) [153][100/310] eta: 0:01:17 time: 0.104 data_time: 0.002 memory: 1723 2022/06/27 08:22:38 - mmengine - INFO - Epoch(val) [153][120/310] eta: 0:01:07 time: 0.108 data_time: 0.002 memory: 1723 2022/06/27 08:22:42 - mmengine - INFO - Epoch(val) [153][140/310] eta: 0:00:18 time: 0.115 data_time: 0.013 memory: 1723 2022/06/27 08:22:47 - mmengine - INFO - Epoch(val) [153][160/310] eta: 0:00:16 time: 0.103 data_time: 0.002 memory: 1723 2022/06/27 08:22:54 - mmengine - INFO - Epoch(val) [153][180/310] eta: 0:00:46 time: 0.103 data_time: 0.002 memory: 1723 2022/06/27 08:22:59 - mmengine - INFO - Epoch(val) [153][200/310] eta: 0:00:39 time: 0.104 data_time: 0.002 memory: 1723 2022/06/27 08:23:03 - mmengine - INFO - Epoch(val) [153][220/310] eta: 0:00:09 time: 0.107 data_time: 0.002 memory: 1723 2022/06/27 08:23:08 - mmengine - INFO - Epoch(val) [153][240/310] eta: 0:00:07 time: 0.104 data_time: 0.001 memory: 1723 2022/06/27 08:23:15 - mmengine - INFO - Epoch(val) [153][260/310] eta: 0:00:18 time: 0.108 data_time: 0.001 memory: 1723 2022/06/27 08:23:19 - mmengine - INFO - Epoch(val) [153][280/310] eta: 0:00:09 time: 0.111 data_time: 0.002 memory: 1723 2022/06/27 08:23:21 - mmengine - INFO - Epoch(val) [153][300/310] eta: 0:00:01 time: 0.102 data_time: 0.001 memory: 1723 2022/06/27 08:23:24 - mmengine - INFO - Epoch(val) [153][310/310] acc/top1: 0.6007 acc/top5: 0.8221 acc/mean1: 0.6006 2022/06/27 08:23:33 - mmengine - INFO - Epoch(train) [154][20/3757] lr: 5.450e-04 eta: 7:24:16 time: 0.272 data_time: 0.004 memory: 5036 grad_norm: 8.5790 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0258 loss: 2.0258 2022/06/27 08:23:39 - mmengine - INFO - Epoch(train) [154][40/3757] lr: 5.450e-04 eta: 7:24:11 time: 0.431 data_time: 0.004 memory: 5036 grad_norm: 11.2246 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6876 loss: 1.6876 2022/06/27 08:23:44 - mmengine - INFO - Epoch(train) [154][60/3757] lr: 5.450e-04 eta: 7:24:06 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 11.1908 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.8819 loss: 1.8819 2022/06/27 08:23:50 - mmengine - INFO - Epoch(train) [154][80/3757] lr: 5.450e-04 eta: 7:24:00 time: 0.252 data_time: 0.005 memory: 5036 grad_norm: 12.8134 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7396 loss: 1.7396 2022/06/27 08:23:55 - mmengine - INFO - Epoch(train) [154][100/3757] lr: 5.450e-04 eta: 7:23:55 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 9.9525 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.7343 loss: 1.7343 2022/06/27 08:24:00 - mmengine - INFO - Epoch(train) [154][120/3757] lr: 5.450e-04 eta: 7:23:50 time: 0.261 data_time: 0.004 memory: 5036 grad_norm: 12.6057 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3033 loss: 1.3033 2022/06/27 08:24:06 - mmengine - INFO - Epoch(train) [154][140/3757] lr: 5.450e-04 eta: 7:23:45 time: 0.254 data_time: 0.004 memory: 5036 grad_norm: 13.1324 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1322 loss: 2.1322 2022/06/27 08:24:11 - mmengine - INFO - Epoch(train) [154][160/3757] lr: 5.450e-04 eta: 7:23:39 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 13.5518 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6339 loss: 1.6339 2022/06/27 08:24:16 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 08:24:16 - mmengine - INFO - Epoch(train) [154][180/3757] lr: 5.450e-04 eta: 7:23:34 time: 0.252 data_time: 0.004 memory: 5036 grad_norm: 11.0629 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6647 loss: 1.6647 2022/06/27 08:24:21 - mmengine - INFO - Epoch(train) [154][200/3757] lr: 5.450e-04 eta: 7:23:29 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 14.3127 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 1.7502 loss: 1.7502 2022/06/27 08:24:27 - mmengine - INFO - Epoch(train) [154][220/3757] lr: 5.450e-04 eta: 7:23:24 time: 0.252 data_time: 0.004 memory: 5036 grad_norm: 12.3152 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6277 loss: 1.6277 2022/06/27 08:24:32 - mmengine - INFO - Epoch(train) [154][240/3757] lr: 5.450e-04 eta: 7:23:18 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 13.8441 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5698 loss: 1.5698 2022/06/27 08:24:38 - mmengine - INFO - Epoch(train) [154][260/3757] lr: 5.450e-04 eta: 7:23:13 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 10.8756 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.5095 loss: 1.5095 2022/06/27 08:24:43 - mmengine - INFO - Epoch(train) [154][280/3757] lr: 5.450e-04 eta: 7:23:08 time: 0.275 data_time: 0.003 memory: 5036 grad_norm: 9.7976 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8068 loss: 1.8068 2022/06/27 08:24:48 - mmengine - INFO - Epoch(train) [154][300/3757] lr: 5.450e-04 eta: 7:23:03 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 13.4077 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7578 loss: 1.7578 2022/06/27 08:24:54 - mmengine - INFO - Epoch(train) [154][320/3757] lr: 5.450e-04 eta: 7:22:57 time: 0.262 data_time: 0.005 memory: 5036 grad_norm: 11.3473 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9702 loss: 1.9702 2022/06/27 08:24:59 - mmengine - INFO - Epoch(train) [154][340/3757] lr: 5.450e-04 eta: 7:22:52 time: 0.424 data_time: 0.135 memory: 5036 grad_norm: 10.0774 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8983 loss: 1.8983 2022/06/27 08:25:04 - mmengine - INFO - Epoch(train) [154][360/3757] lr: 5.450e-04 eta: 7:22:47 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 10.9382 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.9989 loss: 1.9989 2022/06/27 08:25:10 - mmengine - INFO - Epoch(train) [154][380/3757] lr: 5.450e-04 eta: 7:22:42 time: 0.254 data_time: 0.005 memory: 5036 grad_norm: 11.1457 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3188 loss: 1.3188 2022/06/27 08:25:15 - mmengine - INFO - Epoch(train) [154][400/3757] lr: 5.450e-04 eta: 7:22:36 time: 0.262 data_time: 0.009 memory: 5036 grad_norm: 10.7551 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.1902 loss: 1.1902 2022/06/27 08:25:21 - mmengine - INFO - Epoch(train) [154][420/3757] lr: 5.450e-04 eta: 7:22:31 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 11.1938 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7033 loss: 1.7033 2022/06/27 08:25:26 - mmengine - INFO - Epoch(train) [154][440/3757] lr: 5.450e-04 eta: 7:22:26 time: 0.270 data_time: 0.004 memory: 5036 grad_norm: 9.5776 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.1187 loss: 1.1187 2022/06/27 08:25:31 - mmengine - INFO - Epoch(train) [154][460/3757] lr: 5.450e-04 eta: 7:22:21 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 13.7179 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3451 loss: 1.3451 2022/06/27 08:25:36 - mmengine - INFO - Epoch(train) [154][480/3757] lr: 5.450e-04 eta: 7:22:16 time: 0.259 data_time: 0.010 memory: 5036 grad_norm: 12.8769 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 1.6544 loss: 1.6544 2022/06/27 08:25:42 - mmengine - INFO - Epoch(train) [154][500/3757] lr: 5.450e-04 eta: 7:22:10 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 10.3035 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6117 loss: 1.6117 2022/06/27 08:25:47 - mmengine - INFO - Epoch(train) [154][520/3757] lr: 5.450e-04 eta: 7:22:05 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 11.2208 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8016 loss: 1.8016 2022/06/27 08:25:53 - mmengine - INFO - Epoch(train) [154][540/3757] lr: 5.450e-04 eta: 7:22:00 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 12.9112 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1246 loss: 2.1246 2022/06/27 08:25:58 - mmengine - INFO - Epoch(train) [154][560/3757] lr: 5.450e-04 eta: 7:21:55 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 13.6351 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.5805 loss: 1.5805 2022/06/27 08:26:03 - mmengine - INFO - Epoch(train) [154][580/3757] lr: 5.450e-04 eta: 7:21:49 time: 0.257 data_time: 0.010 memory: 5036 grad_norm: 9.4908 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8321 loss: 1.8321 2022/06/27 08:26:08 - mmengine - INFO - Epoch(train) [154][600/3757] lr: 5.450e-04 eta: 7:21:44 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 11.2457 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4022 loss: 1.4022 2022/06/27 08:26:14 - mmengine - INFO - Epoch(train) [154][620/3757] lr: 5.450e-04 eta: 7:21:39 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 11.8579 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9989 loss: 1.9989 2022/06/27 08:26:19 - mmengine - INFO - Epoch(train) [154][640/3757] lr: 5.450e-04 eta: 7:21:34 time: 0.287 data_time: 0.028 memory: 5036 grad_norm: 12.0034 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3323 loss: 1.3323 2022/06/27 08:26:25 - mmengine - INFO - Epoch(train) [154][660/3757] lr: 5.450e-04 eta: 7:21:28 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 12.4313 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 1.9563 loss: 1.9563 2022/06/27 08:26:30 - mmengine - INFO - Epoch(train) [154][680/3757] lr: 5.450e-04 eta: 7:21:23 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 11.8128 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5296 loss: 1.5296 2022/06/27 08:26:35 - mmengine - INFO - Epoch(train) [154][700/3757] lr: 5.450e-04 eta: 7:21:18 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 10.7345 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7708 loss: 1.7708 2022/06/27 08:26:41 - mmengine - INFO - Epoch(train) [154][720/3757] lr: 5.450e-04 eta: 7:21:13 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 11.2525 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.8066 loss: 1.8066 2022/06/27 08:26:46 - mmengine - INFO - Epoch(train) [154][740/3757] lr: 5.450e-04 eta: 7:21:07 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 11.5894 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.7249 loss: 1.7249 2022/06/27 08:26:51 - mmengine - INFO - Epoch(train) [154][760/3757] lr: 5.450e-04 eta: 7:21:02 time: 0.254 data_time: 0.010 memory: 5036 grad_norm: 10.6606 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.6510 loss: 1.6510 2022/06/27 08:26:56 - mmengine - INFO - Epoch(train) [154][780/3757] lr: 5.450e-04 eta: 7:20:57 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 11.2674 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.9683 loss: 1.9683 2022/06/27 08:27:02 - mmengine - INFO - Epoch(train) [154][800/3757] lr: 5.450e-04 eta: 7:20:51 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 12.3956 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4162 loss: 1.4162 2022/06/27 08:27:07 - mmengine - INFO - Epoch(train) [154][820/3757] lr: 5.450e-04 eta: 7:20:46 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 11.1319 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7609 loss: 1.7609 2022/06/27 08:27:12 - mmengine - INFO - Epoch(train) [154][840/3757] lr: 5.450e-04 eta: 7:20:41 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 13.4564 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.9710 loss: 1.9710 2022/06/27 08:27:17 - mmengine - INFO - Epoch(train) [154][860/3757] lr: 5.450e-04 eta: 7:20:36 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 11.5323 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.6282 loss: 1.6282 2022/06/27 08:27:23 - mmengine - INFO - Epoch(train) [154][880/3757] lr: 5.450e-04 eta: 7:20:30 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 12.5107 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5988 loss: 1.5988 2022/06/27 08:27:28 - mmengine - INFO - Epoch(train) [154][900/3757] lr: 5.450e-04 eta: 7:20:25 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 10.3262 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.8436 loss: 1.8436 2022/06/27 08:27:33 - mmengine - INFO - Epoch(train) [154][920/3757] lr: 5.450e-04 eta: 7:20:20 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 10.9880 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3874 loss: 1.3874 2022/06/27 08:27:38 - mmengine - INFO - Epoch(train) [154][940/3757] lr: 5.450e-04 eta: 7:20:15 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 13.5716 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.5576 loss: 1.5576 2022/06/27 08:27:44 - mmengine - INFO - Epoch(train) [154][960/3757] lr: 5.450e-04 eta: 7:20:09 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 12.4689 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.6408 loss: 1.6408 2022/06/27 08:27:49 - mmengine - INFO - Epoch(train) [154][980/3757] lr: 5.450e-04 eta: 7:20:04 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 12.8270 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8610 loss: 1.8610 2022/06/27 08:27:54 - mmengine - INFO - Epoch(train) [154][1000/3757] lr: 5.450e-04 eta: 7:19:59 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 11.8687 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0141 loss: 2.0141 2022/06/27 08:28:00 - mmengine - INFO - Epoch(train) [154][1020/3757] lr: 5.450e-04 eta: 7:19:54 time: 0.273 data_time: 0.007 memory: 5036 grad_norm: 11.7104 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.5721 loss: 1.5721 2022/06/27 08:28:05 - mmengine - INFO - Epoch(train) [154][1040/3757] lr: 5.450e-04 eta: 7:19:48 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 13.4285 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9137 loss: 1.9137 2022/06/27 08:28:10 - mmengine - INFO - Epoch(train) [154][1060/3757] lr: 5.450e-04 eta: 7:19:43 time: 0.265 data_time: 0.009 memory: 5036 grad_norm: 12.5525 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6505 loss: 1.6505 2022/06/27 08:28:15 - mmengine - INFO - Epoch(train) [154][1080/3757] lr: 5.450e-04 eta: 7:19:38 time: 0.264 data_time: 0.007 memory: 5036 grad_norm: 11.5409 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.5125 loss: 1.5125 2022/06/27 08:28:21 - mmengine - INFO - Epoch(train) [154][1100/3757] lr: 5.450e-04 eta: 7:19:33 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 11.1235 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5960 loss: 1.5960 2022/06/27 08:28:26 - mmengine - INFO - Epoch(train) [154][1120/3757] lr: 5.450e-04 eta: 7:19:27 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 13.1972 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.6567 loss: 1.6567 2022/06/27 08:28:31 - mmengine - INFO - Epoch(train) [154][1140/3757] lr: 5.450e-04 eta: 7:19:22 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 10.5512 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3916 loss: 1.3916 2022/06/27 08:28:36 - mmengine - INFO - Epoch(train) [154][1160/3757] lr: 5.450e-04 eta: 7:19:17 time: 0.261 data_time: 0.012 memory: 5036 grad_norm: 10.8470 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.5919 loss: 1.5919 2022/06/27 08:28:41 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 08:28:41 - mmengine - INFO - Epoch(train) [154][1180/3757] lr: 5.450e-04 eta: 7:19:12 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 10.8273 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8451 loss: 1.8451 2022/06/27 08:28:47 - mmengine - INFO - Epoch(train) [154][1200/3757] lr: 5.450e-04 eta: 7:19:06 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 13.2417 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3170 loss: 1.3170 2022/06/27 08:28:52 - mmengine - INFO - Epoch(train) [154][1220/3757] lr: 5.450e-04 eta: 7:19:01 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 12.0001 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.7335 loss: 1.7335 2022/06/27 08:28:57 - mmengine - INFO - Epoch(train) [154][1240/3757] lr: 5.450e-04 eta: 7:18:56 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 12.0685 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 1.7540 loss: 1.7540 2022/06/27 08:29:03 - mmengine - INFO - Epoch(train) [154][1260/3757] lr: 5.450e-04 eta: 7:18:51 time: 0.250 data_time: 0.008 memory: 5036 grad_norm: 12.8420 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4421 loss: 1.4421 2022/06/27 08:29:08 - mmengine - INFO - Epoch(train) [154][1280/3757] lr: 5.450e-04 eta: 7:18:45 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 12.1759 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1733 loss: 2.1733 2022/06/27 08:29:13 - mmengine - INFO - Epoch(train) [154][1300/3757] lr: 5.450e-04 eta: 7:18:40 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 12.3589 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9392 loss: 1.9392 2022/06/27 08:29:18 - mmengine - INFO - Epoch(train) [154][1320/3757] lr: 5.450e-04 eta: 7:18:35 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 12.6561 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4545 loss: 1.4545 2022/06/27 08:29:24 - mmengine - INFO - Epoch(train) [154][1340/3757] lr: 5.450e-04 eta: 7:18:29 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 11.5301 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.6070 loss: 1.6070 2022/06/27 08:29:29 - mmengine - INFO - Epoch(train) [154][1360/3757] lr: 5.450e-04 eta: 7:18:24 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 12.5725 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.4415 loss: 1.4415 2022/06/27 08:29:34 - mmengine - INFO - Epoch(train) [154][1380/3757] lr: 5.450e-04 eta: 7:18:19 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 13.6497 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.6300 loss: 1.6300 2022/06/27 08:29:39 - mmengine - INFO - Epoch(train) [154][1400/3757] lr: 5.450e-04 eta: 7:18:14 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 12.5356 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0543 loss: 2.0543 2022/06/27 08:29:45 - mmengine - INFO - Epoch(train) [154][1420/3757] lr: 5.450e-04 eta: 7:18:08 time: 0.258 data_time: 0.008 memory: 5036 grad_norm: 10.7474 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8352 loss: 1.8352 2022/06/27 08:29:50 - mmengine - INFO - Epoch(train) [154][1440/3757] lr: 5.450e-04 eta: 7:18:03 time: 0.256 data_time: 0.008 memory: 5036 grad_norm: 12.3894 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.5199 loss: 1.5199 2022/06/27 08:29:55 - mmengine - INFO - Epoch(train) [154][1460/3757] lr: 5.450e-04 eta: 7:17:58 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 11.0036 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.6365 loss: 1.6365 2022/06/27 08:30:00 - mmengine - INFO - Epoch(train) [154][1480/3757] lr: 5.450e-04 eta: 7:17:53 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 11.6063 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5101 loss: 1.5101 2022/06/27 08:30:06 - mmengine - INFO - Epoch(train) [154][1500/3757] lr: 5.450e-04 eta: 7:17:47 time: 0.251 data_time: 0.004 memory: 5036 grad_norm: 12.3535 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9879 loss: 1.9879 2022/06/27 08:30:11 - mmengine - INFO - Epoch(train) [154][1520/3757] lr: 5.450e-04 eta: 7:17:42 time: 0.264 data_time: 0.011 memory: 5036 grad_norm: 11.2999 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.3378 loss: 1.3378 2022/06/27 08:30:16 - mmengine - INFO - Epoch(train) [154][1540/3757] lr: 5.450e-04 eta: 7:17:37 time: 0.259 data_time: 0.008 memory: 5036 grad_norm: 13.6910 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.8453 loss: 1.8453 2022/06/27 08:30:22 - mmengine - INFO - Epoch(train) [154][1560/3757] lr: 5.450e-04 eta: 7:17:32 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 11.3401 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8985 loss: 1.8985 2022/06/27 08:30:27 - mmengine - INFO - Epoch(train) [154][1580/3757] lr: 5.450e-04 eta: 7:17:26 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 8.7967 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5600 loss: 1.5600 2022/06/27 08:30:33 - mmengine - INFO - Epoch(train) [154][1600/3757] lr: 5.450e-04 eta: 7:17:21 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 12.6841 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4613 loss: 1.4613 2022/06/27 08:30:38 - mmengine - INFO - Epoch(train) [154][1620/3757] lr: 5.450e-04 eta: 7:17:16 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 10.7225 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6360 loss: 1.6360 2022/06/27 08:30:43 - mmengine - INFO - Epoch(train) [154][1640/3757] lr: 5.450e-04 eta: 7:17:11 time: 0.262 data_time: 0.009 memory: 5036 grad_norm: 11.2497 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3863 loss: 1.3863 2022/06/27 08:30:48 - mmengine - INFO - Epoch(train) [154][1660/3757] lr: 5.450e-04 eta: 7:17:05 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 10.4281 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6110 loss: 1.6110 2022/06/27 08:30:54 - mmengine - INFO - Epoch(train) [154][1680/3757] lr: 5.450e-04 eta: 7:17:00 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 8.8633 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5276 loss: 1.5276 2022/06/27 08:30:59 - mmengine - INFO - Epoch(train) [154][1700/3757] lr: 5.450e-04 eta: 7:16:55 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 10.9203 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4832 loss: 1.4832 2022/06/27 08:31:04 - mmengine - INFO - Epoch(train) [154][1720/3757] lr: 5.450e-04 eta: 7:16:50 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 11.0703 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.9951 loss: 1.9951 2022/06/27 08:31:09 - mmengine - INFO - Epoch(train) [154][1740/3757] lr: 5.450e-04 eta: 7:16:44 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 9.9173 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1742 loss: 1.1742 2022/06/27 08:31:15 - mmengine - INFO - Epoch(train) [154][1760/3757] lr: 5.450e-04 eta: 7:16:39 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 9.6233 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5388 loss: 1.5388 2022/06/27 08:31:20 - mmengine - INFO - Epoch(train) [154][1780/3757] lr: 5.450e-04 eta: 7:16:34 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 12.0740 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.0035 loss: 2.0035 2022/06/27 08:31:25 - mmengine - INFO - Epoch(train) [154][1800/3757] lr: 5.450e-04 eta: 7:16:29 time: 0.266 data_time: 0.009 memory: 5036 grad_norm: 11.5283 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.7259 loss: 1.7259 2022/06/27 08:31:31 - mmengine - INFO - Epoch(train) [154][1820/3757] lr: 5.450e-04 eta: 7:16:23 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 11.6415 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6838 loss: 1.6838 2022/06/27 08:31:36 - mmengine - INFO - Epoch(train) [154][1840/3757] lr: 5.450e-04 eta: 7:16:18 time: 0.256 data_time: 0.008 memory: 5036 grad_norm: 10.9297 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.7098 loss: 1.7098 2022/06/27 08:31:41 - mmengine - INFO - Epoch(train) [154][1860/3757] lr: 5.450e-04 eta: 7:16:13 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 12.5451 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6831 loss: 1.6831 2022/06/27 08:31:46 - mmengine - INFO - Epoch(train) [154][1880/3757] lr: 5.450e-04 eta: 7:16:08 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 12.2548 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4107 loss: 1.4107 2022/06/27 08:31:52 - mmengine - INFO - Epoch(train) [154][1900/3757] lr: 5.450e-04 eta: 7:16:02 time: 0.267 data_time: 0.006 memory: 5036 grad_norm: 13.8660 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.2870 loss: 1.2870 2022/06/27 08:31:57 - mmengine - INFO - Epoch(train) [154][1920/3757] lr: 5.450e-04 eta: 7:15:57 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 10.1310 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5211 loss: 1.5211 2022/06/27 08:32:03 - mmengine - INFO - Epoch(train) [154][1940/3757] lr: 5.450e-04 eta: 7:15:52 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 13.1598 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.5785 loss: 1.5785 2022/06/27 08:32:08 - mmengine - INFO - Epoch(train) [154][1960/3757] lr: 5.450e-04 eta: 7:15:47 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 11.3742 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.0232 loss: 2.0232 2022/06/27 08:32:13 - mmengine - INFO - Epoch(train) [154][1980/3757] lr: 5.450e-04 eta: 7:15:41 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 11.3689 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.6128 loss: 1.6128 2022/06/27 08:32:18 - mmengine - INFO - Epoch(train) [154][2000/3757] lr: 5.450e-04 eta: 7:15:36 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 10.9254 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7709 loss: 1.7709 2022/06/27 08:32:24 - mmengine - INFO - Epoch(train) [154][2020/3757] lr: 5.450e-04 eta: 7:15:31 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 14.3243 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.8419 loss: 1.8419 2022/06/27 08:32:29 - mmengine - INFO - Epoch(train) [154][2040/3757] lr: 5.450e-04 eta: 7:15:26 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 10.4754 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.7650 loss: 1.7650 2022/06/27 08:32:35 - mmengine - INFO - Epoch(train) [154][2060/3757] lr: 5.450e-04 eta: 7:15:20 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 11.9932 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6653 loss: 1.6653 2022/06/27 08:32:40 - mmengine - INFO - Epoch(train) [154][2080/3757] lr: 5.450e-04 eta: 7:15:15 time: 0.298 data_time: 0.005 memory: 5036 grad_norm: 11.8735 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5010 loss: 1.5010 2022/06/27 08:32:45 - mmengine - INFO - Epoch(train) [154][2100/3757] lr: 5.450e-04 eta: 7:15:10 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 10.5052 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3416 loss: 1.3416 2022/06/27 08:32:51 - mmengine - INFO - Epoch(train) [154][2120/3757] lr: 5.450e-04 eta: 7:15:05 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 9.6393 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8983 loss: 1.8983 2022/06/27 08:32:56 - mmengine - INFO - Epoch(train) [154][2140/3757] lr: 5.450e-04 eta: 7:14:59 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 13.3418 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.1651 loss: 2.1651 2022/06/27 08:33:01 - mmengine - INFO - Epoch(train) [154][2160/3757] lr: 5.450e-04 eta: 7:14:54 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 10.6099 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.8458 loss: 1.8458 2022/06/27 08:33:06 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 08:33:06 - mmengine - INFO - Epoch(train) [154][2180/3757] lr: 5.450e-04 eta: 7:14:49 time: 0.259 data_time: 0.004 memory: 5036 grad_norm: 11.2034 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6405 loss: 1.6405 2022/06/27 08:33:12 - mmengine - INFO - Epoch(train) [154][2200/3757] lr: 5.450e-04 eta: 7:14:44 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 10.3805 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.3228 loss: 1.3228 2022/06/27 08:33:17 - mmengine - INFO - Epoch(train) [154][2220/3757] lr: 5.450e-04 eta: 7:14:38 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 10.3732 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4011 loss: 1.4011 2022/06/27 08:33:22 - mmengine - INFO - Epoch(train) [154][2240/3757] lr: 5.450e-04 eta: 7:14:33 time: 0.260 data_time: 0.008 memory: 5036 grad_norm: 11.5194 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.9547 loss: 0.9547 2022/06/27 08:33:28 - mmengine - INFO - Epoch(train) [154][2260/3757] lr: 5.450e-04 eta: 7:14:28 time: 0.265 data_time: 0.006 memory: 5036 grad_norm: 11.0847 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8716 loss: 1.8716 2022/06/27 08:33:33 - mmengine - INFO - Epoch(train) [154][2280/3757] lr: 5.450e-04 eta: 7:14:23 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 11.3035 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6333 loss: 1.6333 2022/06/27 08:33:38 - mmengine - INFO - Epoch(train) [154][2300/3757] lr: 5.450e-04 eta: 7:14:17 time: 0.266 data_time: 0.006 memory: 5036 grad_norm: 11.7829 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3715 loss: 1.3715 2022/06/27 08:33:43 - mmengine - INFO - Epoch(train) [154][2320/3757] lr: 5.450e-04 eta: 7:14:12 time: 0.274 data_time: 0.006 memory: 5036 grad_norm: 12.4190 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5238 loss: 1.5238 2022/06/27 08:33:49 - mmengine - INFO - Epoch(train) [154][2340/3757] lr: 5.450e-04 eta: 7:14:07 time: 0.258 data_time: 0.008 memory: 5036 grad_norm: 11.5158 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6089 loss: 1.6089 2022/06/27 08:33:54 - mmengine - INFO - Epoch(train) [154][2360/3757] lr: 5.450e-04 eta: 7:14:01 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 13.1544 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7610 loss: 1.7610 2022/06/27 08:33:59 - mmengine - INFO - Epoch(train) [154][2380/3757] lr: 5.450e-04 eta: 7:13:56 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 12.6236 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8652 loss: 1.8652 2022/06/27 08:34:04 - mmengine - INFO - Epoch(train) [154][2400/3757] lr: 5.450e-04 eta: 7:13:51 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 12.1950 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.5215 loss: 1.5215 2022/06/27 08:34:10 - mmengine - INFO - Epoch(train) [154][2420/3757] lr: 5.450e-04 eta: 7:13:46 time: 0.268 data_time: 0.006 memory: 5036 grad_norm: 10.4400 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5890 loss: 1.5890 2022/06/27 08:34:15 - mmengine - INFO - Epoch(train) [154][2440/3757] lr: 5.450e-04 eta: 7:13:40 time: 0.268 data_time: 0.010 memory: 5036 grad_norm: 14.6501 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.5352 loss: 1.5352 2022/06/27 08:34:20 - mmengine - INFO - Epoch(train) [154][2460/3757] lr: 5.450e-04 eta: 7:13:35 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 10.9815 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9901 loss: 1.9901 2022/06/27 08:34:25 - mmengine - INFO - Epoch(train) [154][2480/3757] lr: 5.450e-04 eta: 7:13:30 time: 0.276 data_time: 0.008 memory: 5036 grad_norm: 11.1383 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.3413 loss: 2.3413 2022/06/27 08:34:31 - mmengine - INFO - Epoch(train) [154][2500/3757] lr: 5.450e-04 eta: 7:13:25 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 11.2722 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7258 loss: 1.7258 2022/06/27 08:34:36 - mmengine - INFO - Epoch(train) [154][2520/3757] lr: 5.450e-04 eta: 7:13:19 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 11.7214 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9349 loss: 1.9349 2022/06/27 08:34:41 - mmengine - INFO - Epoch(train) [154][2540/3757] lr: 5.450e-04 eta: 7:13:14 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 9.3771 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6690 loss: 1.6690 2022/06/27 08:34:47 - mmengine - INFO - Epoch(train) [154][2560/3757] lr: 5.450e-04 eta: 7:13:09 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 10.6308 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8164 loss: 1.8164 2022/06/27 08:34:52 - mmengine - INFO - Epoch(train) [154][2580/3757] lr: 5.450e-04 eta: 7:13:04 time: 0.258 data_time: 0.010 memory: 5036 grad_norm: 10.3394 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.5545 loss: 1.5545 2022/06/27 08:34:57 - mmengine - INFO - Epoch(train) [154][2600/3757] lr: 5.450e-04 eta: 7:12:58 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 13.4627 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.8082 loss: 1.8082 2022/06/27 08:35:02 - mmengine - INFO - Epoch(train) [154][2620/3757] lr: 5.450e-04 eta: 7:12:53 time: 0.259 data_time: 0.009 memory: 5036 grad_norm: 10.7701 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.7639 loss: 1.7639 2022/06/27 08:35:07 - mmengine - INFO - Epoch(train) [154][2640/3757] lr: 5.450e-04 eta: 7:12:48 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 9.2599 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.4512 loss: 1.4512 2022/06/27 08:35:13 - mmengine - INFO - Epoch(train) [154][2660/3757] lr: 5.450e-04 eta: 7:12:43 time: 0.268 data_time: 0.006 memory: 5036 grad_norm: 14.0611 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4101 loss: 1.4101 2022/06/27 08:35:18 - mmengine - INFO - Epoch(train) [154][2680/3757] lr: 5.450e-04 eta: 7:12:37 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 10.9424 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.6870 loss: 1.6870 2022/06/27 08:35:23 - mmengine - INFO - Epoch(train) [154][2700/3757] lr: 5.450e-04 eta: 7:12:32 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 12.1654 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1384 loss: 2.1384 2022/06/27 08:35:28 - mmengine - INFO - Epoch(train) [154][2720/3757] lr: 5.450e-04 eta: 7:12:27 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 8.9578 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5032 loss: 1.5032 2022/06/27 08:35:34 - mmengine - INFO - Epoch(train) [154][2740/3757] lr: 5.450e-04 eta: 7:12:21 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 11.4188 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7917 loss: 1.7917 2022/06/27 08:35:39 - mmengine - INFO - Epoch(train) [154][2760/3757] lr: 5.450e-04 eta: 7:12:16 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 13.2743 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.8172 loss: 1.8172 2022/06/27 08:35:44 - mmengine - INFO - Epoch(train) [154][2780/3757] lr: 5.450e-04 eta: 7:12:11 time: 0.262 data_time: 0.013 memory: 5036 grad_norm: 12.7394 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3642 loss: 1.3642 2022/06/27 08:35:49 - mmengine - INFO - Epoch(train) [154][2800/3757] lr: 5.450e-04 eta: 7:12:06 time: 0.255 data_time: 0.004 memory: 5036 grad_norm: 11.2096 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6855 loss: 1.6855 2022/06/27 08:35:55 - mmengine - INFO - Epoch(train) [154][2820/3757] lr: 5.450e-04 eta: 7:12:00 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 11.6232 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8121 loss: 1.8121 2022/06/27 08:36:00 - mmengine - INFO - Epoch(train) [154][2840/3757] lr: 5.450e-04 eta: 7:11:55 time: 0.294 data_time: 0.025 memory: 5036 grad_norm: 9.9210 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3365 loss: 1.3365 2022/06/27 08:36:05 - mmengine - INFO - Epoch(train) [154][2860/3757] lr: 5.450e-04 eta: 7:11:50 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 12.6701 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.8233 loss: 1.8233 2022/06/27 08:36:11 - mmengine - INFO - Epoch(train) [154][2880/3757] lr: 5.450e-04 eta: 7:11:45 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 10.4214 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.5100 loss: 1.5100 2022/06/27 08:36:16 - mmengine - INFO - Epoch(train) [154][2900/3757] lr: 5.450e-04 eta: 7:11:39 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 9.7024 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.7040 loss: 1.7040 2022/06/27 08:36:22 - mmengine - INFO - Epoch(train) [154][2920/3757] lr: 5.450e-04 eta: 7:11:34 time: 0.259 data_time: 0.009 memory: 5036 grad_norm: 11.2978 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4878 loss: 1.4878 2022/06/27 08:36:27 - mmengine - INFO - Epoch(train) [154][2940/3757] lr: 5.450e-04 eta: 7:11:29 time: 0.274 data_time: 0.007 memory: 5036 grad_norm: 11.9261 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.5028 loss: 1.5028 2022/06/27 08:36:32 - mmengine - INFO - Epoch(train) [154][2960/3757] lr: 5.450e-04 eta: 7:11:24 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 12.9314 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4460 loss: 1.4460 2022/06/27 08:36:37 - mmengine - INFO - Epoch(train) [154][2980/3757] lr: 5.450e-04 eta: 7:11:18 time: 0.264 data_time: 0.012 memory: 5036 grad_norm: 12.2009 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8080 loss: 1.8080 2022/06/27 08:36:43 - mmengine - INFO - Epoch(train) [154][3000/3757] lr: 5.450e-04 eta: 7:11:13 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 13.3726 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4008 loss: 1.4008 2022/06/27 08:36:48 - mmengine - INFO - Epoch(train) [154][3020/3757] lr: 5.450e-04 eta: 7:11:08 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 13.2173 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8878 loss: 1.8878 2022/06/27 08:36:53 - mmengine - INFO - Epoch(train) [154][3040/3757] lr: 5.450e-04 eta: 7:11:03 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 11.2171 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.6015 loss: 1.6015 2022/06/27 08:36:58 - mmengine - INFO - Epoch(train) [154][3060/3757] lr: 5.450e-04 eta: 7:10:57 time: 0.255 data_time: 0.008 memory: 5036 grad_norm: 10.1944 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.7295 loss: 1.7295 2022/06/27 08:37:04 - mmengine - INFO - Epoch(train) [154][3080/3757] lr: 5.450e-04 eta: 7:10:52 time: 0.267 data_time: 0.006 memory: 5036 grad_norm: 9.7864 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1869 loss: 2.1869 2022/06/27 08:37:09 - mmengine - INFO - Epoch(train) [154][3100/3757] lr: 5.450e-04 eta: 7:10:47 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 13.1034 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6907 loss: 1.6907 2022/06/27 08:37:14 - mmengine - INFO - Epoch(train) [154][3120/3757] lr: 5.450e-04 eta: 7:10:42 time: 0.259 data_time: 0.010 memory: 5036 grad_norm: 11.9426 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6291 loss: 1.6291 2022/06/27 08:37:19 - mmengine - INFO - Epoch(train) [154][3140/3757] lr: 5.450e-04 eta: 7:10:36 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 11.2390 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9273 loss: 1.9273 2022/06/27 08:37:25 - mmengine - INFO - Epoch(train) [154][3160/3757] lr: 5.450e-04 eta: 7:10:31 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 10.7003 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5072 loss: 1.5072 2022/06/27 08:37:30 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 08:37:30 - mmengine - INFO - Epoch(train) [154][3180/3757] lr: 5.450e-04 eta: 7:10:26 time: 0.256 data_time: 0.008 memory: 5036 grad_norm: 11.6283 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5964 loss: 1.5964 2022/06/27 08:37:35 - mmengine - INFO - Epoch(train) [154][3200/3757] lr: 5.450e-04 eta: 7:10:21 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 11.2681 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5838 loss: 1.5838 2022/06/27 08:37:41 - mmengine - INFO - Epoch(train) [154][3220/3757] lr: 5.450e-04 eta: 7:10:15 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 11.5614 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3287 loss: 1.3287 2022/06/27 08:37:46 - mmengine - INFO - Epoch(train) [154][3240/3757] lr: 5.450e-04 eta: 7:10:10 time: 0.265 data_time: 0.007 memory: 5036 grad_norm: 12.3704 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7301 loss: 1.7301 2022/06/27 08:37:51 - mmengine - INFO - Epoch(train) [154][3260/3757] lr: 5.450e-04 eta: 7:10:05 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 12.2747 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8492 loss: 1.8492 2022/06/27 08:37:56 - mmengine - INFO - Epoch(train) [154][3280/3757] lr: 5.450e-04 eta: 7:10:00 time: 0.271 data_time: 0.007 memory: 5036 grad_norm: 10.6121 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6927 loss: 1.6927 2022/06/27 08:38:02 - mmengine - INFO - Epoch(train) [154][3300/3757] lr: 5.450e-04 eta: 7:09:54 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 10.9211 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6679 loss: 1.6679 2022/06/27 08:38:07 - mmengine - INFO - Epoch(train) [154][3320/3757] lr: 5.450e-04 eta: 7:09:49 time: 0.270 data_time: 0.007 memory: 5036 grad_norm: 12.5228 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.6088 loss: 1.6088 2022/06/27 08:38:12 - mmengine - INFO - Epoch(train) [154][3340/3757] lr: 5.450e-04 eta: 7:09:44 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 13.9220 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.5648 loss: 1.5648 2022/06/27 08:38:17 - mmengine - INFO - Epoch(train) [154][3360/3757] lr: 5.450e-04 eta: 7:09:39 time: 0.268 data_time: 0.003 memory: 5036 grad_norm: 10.5916 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1503 loss: 1.1503 2022/06/27 08:38:23 - mmengine - INFO - Epoch(train) [154][3380/3757] lr: 5.450e-04 eta: 7:09:33 time: 0.264 data_time: 0.006 memory: 5036 grad_norm: 11.5572 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.0028 loss: 2.0028 2022/06/27 08:38:28 - mmengine - INFO - Epoch(train) [154][3400/3757] lr: 5.450e-04 eta: 7:09:28 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 12.2924 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.5695 loss: 1.5695 2022/06/27 08:38:33 - mmengine - INFO - Epoch(train) [154][3420/3757] lr: 5.450e-04 eta: 7:09:23 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 11.1361 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.1670 loss: 1.1670 2022/06/27 08:38:38 - mmengine - INFO - Epoch(train) [154][3440/3757] lr: 5.450e-04 eta: 7:09:17 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 9.4113 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7680 loss: 1.7680 2022/06/27 08:38:44 - mmengine - INFO - Epoch(train) [154][3460/3757] lr: 5.450e-04 eta: 7:09:12 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 12.1783 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4702 loss: 1.4702 2022/06/27 08:38:49 - mmengine - INFO - Epoch(train) [154][3480/3757] lr: 5.450e-04 eta: 7:09:07 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 11.0836 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.1839 loss: 1.1839 2022/06/27 08:38:54 - mmengine - INFO - Epoch(train) [154][3500/3757] lr: 5.450e-04 eta: 7:09:02 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 12.9132 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5032 loss: 1.5032 2022/06/27 08:38:59 - mmengine - INFO - Epoch(train) [154][3520/3757] lr: 5.450e-04 eta: 7:08:56 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 10.7847 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.7846 loss: 1.7846 2022/06/27 08:39:05 - mmengine - INFO - Epoch(train) [154][3540/3757] lr: 5.450e-04 eta: 7:08:51 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 11.3256 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7200 loss: 1.7200 2022/06/27 08:39:10 - mmengine - INFO - Epoch(train) [154][3560/3757] lr: 5.450e-04 eta: 7:08:46 time: 0.264 data_time: 0.006 memory: 5036 grad_norm: 11.9666 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9220 loss: 1.9220 2022/06/27 08:39:15 - mmengine - INFO - Epoch(train) [154][3580/3757] lr: 5.450e-04 eta: 7:08:41 time: 0.268 data_time: 0.010 memory: 5036 grad_norm: 15.1743 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.7575 loss: 1.7575 2022/06/27 08:39:21 - mmengine - INFO - Epoch(train) [154][3600/3757] lr: 5.450e-04 eta: 7:08:35 time: 0.257 data_time: 0.010 memory: 5036 grad_norm: 11.6321 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.6388 loss: 1.6388 2022/06/27 08:39:26 - mmengine - INFO - Epoch(train) [154][3620/3757] lr: 5.450e-04 eta: 7:08:30 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 11.7544 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9077 loss: 1.9077 2022/06/27 08:39:31 - mmengine - INFO - Epoch(train) [154][3640/3757] lr: 5.450e-04 eta: 7:08:25 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 12.5144 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4540 loss: 1.4540 2022/06/27 08:39:37 - mmengine - INFO - Epoch(train) [154][3660/3757] lr: 5.450e-04 eta: 7:08:20 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 11.2033 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3147 loss: 1.3147 2022/06/27 08:39:42 - mmengine - INFO - Epoch(train) [154][3680/3757] lr: 5.450e-04 eta: 7:08:14 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 11.3571 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8909 loss: 1.8909 2022/06/27 08:39:47 - mmengine - INFO - Epoch(train) [154][3700/3757] lr: 5.450e-04 eta: 7:08:09 time: 0.259 data_time: 0.009 memory: 5036 grad_norm: 10.2187 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.7782 loss: 1.7782 2022/06/27 08:39:52 - mmengine - INFO - Epoch(train) [154][3720/3757] lr: 5.450e-04 eta: 7:08:04 time: 0.269 data_time: 0.007 memory: 5036 grad_norm: 11.6867 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3838 loss: 1.3838 2022/06/27 08:39:57 - mmengine - INFO - Epoch(train) [154][3740/3757] lr: 5.450e-04 eta: 7:07:59 time: 0.240 data_time: 0.003 memory: 5036 grad_norm: 13.5073 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.7671 loss: 1.7671 2022/06/27 08:40:02 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 08:40:02 - mmengine - INFO - Saving checkpoint at 154 epochs 2022/06/27 08:40:15 - mmengine - INFO - Epoch(val) [154][20/310] eta: 0:01:48 time: 0.103 data_time: 0.001 memory: 5036 2022/06/27 08:40:19 - mmengine - INFO - Epoch(val) [154][40/310] eta: 0:01:35 time: 0.107 data_time: 0.005 memory: 1723 2022/06/27 08:40:24 - mmengine - INFO - Epoch(val) [154][60/310] eta: 0:00:26 time: 0.112 data_time: 0.005 memory: 1723 2022/06/27 08:40:28 - mmengine - INFO - Epoch(val) [154][80/310] eta: 0:00:24 time: 0.103 data_time: 0.002 memory: 1723 2022/06/27 08:40:36 - mmengine - INFO - Epoch(val) [154][100/310] eta: 0:01:15 time: 0.103 data_time: 0.001 memory: 1723 2022/06/27 08:40:40 - mmengine - INFO - Epoch(val) [154][120/310] eta: 0:01:09 time: 0.127 data_time: 0.004 memory: 1723 2022/06/27 08:40:45 - mmengine - INFO - Epoch(val) [154][140/310] eta: 0:00:17 time: 0.114 data_time: 0.007 memory: 1723 2022/06/27 08:40:49 - mmengine - INFO - Epoch(val) [154][160/310] eta: 0:00:15 time: 0.108 data_time: 0.001 memory: 1723 2022/06/27 08:40:57 - mmengine - INFO - Epoch(val) [154][180/310] eta: 0:00:48 time: 0.104 data_time: 0.002 memory: 1723 2022/06/27 08:41:02 - mmengine - INFO - Epoch(val) [154][200/310] eta: 0:00:39 time: 0.103 data_time: 0.002 memory: 1723 2022/06/27 08:41:06 - mmengine - INFO - Epoch(val) [154][220/310] eta: 0:00:09 time: 0.108 data_time: 0.002 memory: 1723 2022/06/27 08:41:11 - mmengine - INFO - Epoch(val) [154][240/310] eta: 0:00:07 time: 0.103 data_time: 0.001 memory: 1723 2022/06/27 08:41:18 - mmengine - INFO - Epoch(val) [154][260/310] eta: 0:00:18 time: 0.104 data_time: 0.001 memory: 1723 2022/06/27 08:41:22 - mmengine - INFO - Epoch(val) [154][280/310] eta: 0:00:08 time: 0.114 data_time: 0.001 memory: 1723 2022/06/27 08:41:24 - mmengine - INFO - Epoch(val) [154][300/310] eta: 0:00:01 time: 0.097 data_time: 0.001 memory: 1723 2022/06/27 08:41:26 - mmengine - INFO - Epoch(val) [154][310/310] acc/top1: 0.6033 acc/top5: 0.8214 acc/mean1: 0.6032 2022/06/27 08:41:36 - mmengine - INFO - Epoch(train) [155][20/3757] lr: 5.060e-04 eta: 7:07:49 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 13.6386 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.6066 loss: 1.6066 2022/06/27 08:41:41 - mmengine - INFO - Epoch(train) [155][40/3757] lr: 5.060e-04 eta: 7:07:44 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 9.5685 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4254 loss: 1.4254 2022/06/27 08:41:47 - mmengine - INFO - Epoch(train) [155][60/3757] lr: 5.060e-04 eta: 7:07:39 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 14.3408 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.2186 loss: 1.2186 2022/06/27 08:41:52 - mmengine - INFO - Epoch(train) [155][80/3757] lr: 5.060e-04 eta: 7:07:34 time: 0.254 data_time: 0.004 memory: 5036 grad_norm: 11.9892 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.5429 loss: 1.5429 2022/06/27 08:41:58 - mmengine - INFO - Epoch(train) [155][100/3757] lr: 5.060e-04 eta: 7:07:28 time: 0.274 data_time: 0.003 memory: 5036 grad_norm: 9.6337 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.2893 loss: 1.2893 2022/06/27 08:42:03 - mmengine - INFO - Epoch(train) [155][120/3757] lr: 5.060e-04 eta: 7:07:23 time: 0.257 data_time: 0.004 memory: 5036 grad_norm: 10.8733 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9878 loss: 1.9878 2022/06/27 08:42:08 - mmengine - INFO - Epoch(train) [155][140/3757] lr: 5.060e-04 eta: 7:07:18 time: 0.250 data_time: 0.004 memory: 5036 grad_norm: 11.6186 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5318 loss: 1.5318 2022/06/27 08:42:14 - mmengine - INFO - Epoch(train) [155][160/3757] lr: 5.060e-04 eta: 7:07:13 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 11.9529 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7010 loss: 1.7010 2022/06/27 08:42:19 - mmengine - INFO - Epoch(train) [155][180/3757] lr: 5.060e-04 eta: 7:07:07 time: 0.267 data_time: 0.004 memory: 5036 grad_norm: 11.8240 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8187 loss: 1.8187 2022/06/27 08:42:25 - mmengine - INFO - Epoch(train) [155][200/3757] lr: 5.060e-04 eta: 7:07:02 time: 0.268 data_time: 0.003 memory: 5036 grad_norm: 12.5095 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.5226 loss: 1.5226 2022/06/27 08:42:30 - mmengine - INFO - Epoch(train) [155][220/3757] lr: 5.060e-04 eta: 7:06:57 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 9.9221 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.3458 loss: 1.3458 2022/06/27 08:42:35 - mmengine - INFO - Epoch(train) [155][240/3757] lr: 5.060e-04 eta: 7:06:52 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 9.5985 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2263 loss: 1.2263 2022/06/27 08:42:41 - mmengine - INFO - Epoch(train) [155][260/3757] lr: 5.060e-04 eta: 7:06:46 time: 0.266 data_time: 0.007 memory: 5036 grad_norm: 9.8514 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6461 loss: 1.6461 2022/06/27 08:42:46 - mmengine - INFO - Epoch(train) [155][280/3757] lr: 5.060e-04 eta: 7:06:41 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 11.4868 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4003 loss: 1.4003 2022/06/27 08:42:51 - mmengine - INFO - Epoch(train) [155][300/3757] lr: 5.060e-04 eta: 7:06:36 time: 0.263 data_time: 0.008 memory: 5036 grad_norm: 10.1985 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3886 loss: 1.3886 2022/06/27 08:42:56 - mmengine - INFO - Epoch(train) [155][320/3757] lr: 5.060e-04 eta: 7:06:31 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 9.8590 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8175 loss: 1.8175 2022/06/27 08:43:02 - mmengine - INFO - Epoch(train) [155][340/3757] lr: 5.060e-04 eta: 7:06:25 time: 0.273 data_time: 0.006 memory: 5036 grad_norm: 11.8872 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0436 loss: 2.0436 2022/06/27 08:43:07 - mmengine - INFO - Epoch(train) [155][360/3757] lr: 5.060e-04 eta: 7:06:20 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 12.6760 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 1.4533 loss: 1.4533 2022/06/27 08:43:12 - mmengine - INFO - Epoch(train) [155][380/3757] lr: 5.060e-04 eta: 7:06:15 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 10.7891 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4650 loss: 1.4650 2022/06/27 08:43:18 - mmengine - INFO - Epoch(train) [155][400/3757] lr: 5.060e-04 eta: 7:06:10 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 9.2823 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6966 loss: 1.6966 2022/06/27 08:43:23 - mmengine - INFO - Epoch(train) [155][420/3757] lr: 5.060e-04 eta: 7:06:04 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 13.3656 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5246 loss: 1.5246 2022/06/27 08:43:23 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 08:43:28 - mmengine - INFO - Epoch(train) [155][440/3757] lr: 5.060e-04 eta: 7:05:59 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 10.7830 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6787 loss: 1.6787 2022/06/27 08:43:34 - mmengine - INFO - Epoch(train) [155][460/3757] lr: 5.060e-04 eta: 7:05:54 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 13.1394 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7143 loss: 1.7143 2022/06/27 08:43:39 - mmengine - INFO - Epoch(train) [155][480/3757] lr: 5.060e-04 eta: 7:05:49 time: 0.266 data_time: 0.007 memory: 5036 grad_norm: 11.1075 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 1.7119 loss: 1.7119 2022/06/27 08:43:44 - mmengine - INFO - Epoch(train) [155][500/3757] lr: 5.060e-04 eta: 7:05:43 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 9.9595 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3541 loss: 1.3541 2022/06/27 08:43:49 - mmengine - INFO - Epoch(train) [155][520/3757] lr: 5.060e-04 eta: 7:05:38 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 10.1437 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0841 loss: 2.0841 2022/06/27 08:43:55 - mmengine - INFO - Epoch(train) [155][540/3757] lr: 5.060e-04 eta: 7:05:33 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 11.5564 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.6894 loss: 1.6894 2022/06/27 08:44:00 - mmengine - INFO - Epoch(train) [155][560/3757] lr: 5.060e-04 eta: 7:05:28 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 11.4770 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3689 loss: 1.3689 2022/06/27 08:44:05 - mmengine - INFO - Epoch(train) [155][580/3757] lr: 5.060e-04 eta: 7:05:22 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 12.4819 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.7008 loss: 1.7008 2022/06/27 08:44:11 - mmengine - INFO - Epoch(train) [155][600/3757] lr: 5.060e-04 eta: 7:05:17 time: 0.275 data_time: 0.004 memory: 5036 grad_norm: 10.2540 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9687 loss: 1.9687 2022/06/27 08:44:16 - mmengine - INFO - Epoch(train) [155][620/3757] lr: 5.060e-04 eta: 7:05:12 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 10.9302 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5613 loss: 1.5613 2022/06/27 08:44:21 - mmengine - INFO - Epoch(train) [155][640/3757] lr: 5.060e-04 eta: 7:05:06 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 11.3609 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9569 loss: 1.9569 2022/06/27 08:44:26 - mmengine - INFO - Epoch(train) [155][660/3757] lr: 5.060e-04 eta: 7:05:01 time: 0.257 data_time: 0.010 memory: 5036 grad_norm: 11.3466 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6468 loss: 1.6468 2022/06/27 08:44:32 - mmengine - INFO - Epoch(train) [155][680/3757] lr: 5.060e-04 eta: 7:04:56 time: 0.267 data_time: 0.006 memory: 5036 grad_norm: 9.8284 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5519 loss: 1.5519 2022/06/27 08:44:37 - mmengine - INFO - Epoch(train) [155][700/3757] lr: 5.060e-04 eta: 7:04:51 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 11.8871 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.0394 loss: 2.0394 2022/06/27 08:44:42 - mmengine - INFO - Epoch(train) [155][720/3757] lr: 5.060e-04 eta: 7:04:45 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 11.8715 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.6897 loss: 1.6897 2022/06/27 08:44:47 - mmengine - INFO - Epoch(train) [155][740/3757] lr: 5.060e-04 eta: 7:04:40 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 12.8893 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2865 loss: 1.2865 2022/06/27 08:44:53 - mmengine - INFO - Epoch(train) [155][760/3757] lr: 5.060e-04 eta: 7:04:35 time: 0.264 data_time: 0.007 memory: 5036 grad_norm: 12.2540 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0450 loss: 2.0450 2022/06/27 08:44:58 - mmengine - INFO - Epoch(train) [155][780/3757] lr: 5.060e-04 eta: 7:04:30 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 13.0336 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.6570 loss: 1.6570 2022/06/27 08:45:04 - mmengine - INFO - Epoch(train) [155][800/3757] lr: 5.060e-04 eta: 7:04:24 time: 0.264 data_time: 0.006 memory: 5036 grad_norm: 11.0572 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4737 loss: 1.4737 2022/06/27 08:45:09 - mmengine - INFO - Epoch(train) [155][820/3757] lr: 5.060e-04 eta: 7:04:19 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 13.1026 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.6668 loss: 1.6668 2022/06/27 08:45:14 - mmengine - INFO - Epoch(train) [155][840/3757] lr: 5.060e-04 eta: 7:04:14 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 10.4887 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4813 loss: 1.4813 2022/06/27 08:45:20 - mmengine - INFO - Epoch(train) [155][860/3757] lr: 5.060e-04 eta: 7:04:09 time: 0.254 data_time: 0.011 memory: 5036 grad_norm: 8.6226 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4969 loss: 1.4969 2022/06/27 08:45:25 - mmengine - INFO - Epoch(train) [155][880/3757] lr: 5.060e-04 eta: 7:04:03 time: 0.251 data_time: 0.007 memory: 5036 grad_norm: 12.1799 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4299 loss: 1.4299 2022/06/27 08:45:30 - mmengine - INFO - Epoch(train) [155][900/3757] lr: 5.060e-04 eta: 7:03:58 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 11.8236 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8284 loss: 1.8284 2022/06/27 08:45:36 - mmengine - INFO - Epoch(train) [155][920/3757] lr: 5.060e-04 eta: 7:03:53 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 8.4535 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.7260 loss: 1.7260 2022/06/27 08:45:41 - mmengine - INFO - Epoch(train) [155][940/3757] lr: 5.060e-04 eta: 7:03:48 time: 0.265 data_time: 0.006 memory: 5036 grad_norm: 10.7622 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.6672 loss: 1.6672 2022/06/27 08:45:46 - mmengine - INFO - Epoch(train) [155][960/3757] lr: 5.060e-04 eta: 7:03:42 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 11.2956 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.0507 loss: 2.0507 2022/06/27 08:45:51 - mmengine - INFO - Epoch(train) [155][980/3757] lr: 5.060e-04 eta: 7:03:37 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 10.0066 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6602 loss: 1.6602 2022/06/27 08:45:56 - mmengine - INFO - Epoch(train) [155][1000/3757] lr: 5.060e-04 eta: 7:03:32 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 11.9987 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.8670 loss: 1.8670 2022/06/27 08:46:02 - mmengine - INFO - Epoch(train) [155][1020/3757] lr: 5.060e-04 eta: 7:03:27 time: 0.266 data_time: 0.007 memory: 5036 grad_norm: 11.7135 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0981 loss: 2.0981 2022/06/27 08:46:07 - mmengine - INFO - Epoch(train) [155][1040/3757] lr: 5.060e-04 eta: 7:03:21 time: 0.264 data_time: 0.009 memory: 5036 grad_norm: 11.5867 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3198 loss: 1.3198 2022/06/27 08:46:12 - mmengine - INFO - Epoch(train) [155][1060/3757] lr: 5.060e-04 eta: 7:03:16 time: 0.257 data_time: 0.010 memory: 5036 grad_norm: 11.9763 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6090 loss: 1.6090 2022/06/27 08:46:18 - mmengine - INFO - Epoch(train) [155][1080/3757] lr: 5.060e-04 eta: 7:03:11 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 11.9557 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.9569 loss: 1.9569 2022/06/27 08:46:23 - mmengine - INFO - Epoch(train) [155][1100/3757] lr: 5.060e-04 eta: 7:03:06 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 11.1213 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.5244 loss: 1.5244 2022/06/27 08:46:28 - mmengine - INFO - Epoch(train) [155][1120/3757] lr: 5.060e-04 eta: 7:03:00 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 13.0642 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1142 loss: 2.1142 2022/06/27 08:46:34 - mmengine - INFO - Epoch(train) [155][1140/3757] lr: 5.060e-04 eta: 7:02:55 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 11.6156 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7385 loss: 1.7385 2022/06/27 08:46:39 - mmengine - INFO - Epoch(train) [155][1160/3757] lr: 5.060e-04 eta: 7:02:50 time: 0.268 data_time: 0.007 memory: 5036 grad_norm: 9.8973 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.6530 loss: 1.6530 2022/06/27 08:46:44 - mmengine - INFO - Epoch(train) [155][1180/3757] lr: 5.060e-04 eta: 7:02:45 time: 0.252 data_time: 0.004 memory: 5036 grad_norm: 12.9963 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.7063 loss: 1.7063 2022/06/27 08:46:49 - mmengine - INFO - Epoch(train) [155][1200/3757] lr: 5.060e-04 eta: 7:02:39 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 13.1777 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.8824 loss: 1.8824 2022/06/27 08:46:55 - mmengine - INFO - Epoch(train) [155][1220/3757] lr: 5.060e-04 eta: 7:02:34 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 13.6510 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4859 loss: 1.4859 2022/06/27 08:47:00 - mmengine - INFO - Epoch(train) [155][1240/3757] lr: 5.060e-04 eta: 7:02:29 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 12.4640 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9662 loss: 1.9662 2022/06/27 08:47:05 - mmengine - INFO - Epoch(train) [155][1260/3757] lr: 5.060e-04 eta: 7:02:24 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 11.0894 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9601 loss: 1.9601 2022/06/27 08:47:10 - mmengine - INFO - Epoch(train) [155][1280/3757] lr: 5.060e-04 eta: 7:02:18 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 14.0327 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6586 loss: 1.6586 2022/06/27 08:47:16 - mmengine - INFO - Epoch(train) [155][1300/3757] lr: 5.060e-04 eta: 7:02:13 time: 0.256 data_time: 0.010 memory: 5036 grad_norm: 13.6008 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.5359 loss: 1.5359 2022/06/27 08:47:21 - mmengine - INFO - Epoch(train) [155][1320/3757] lr: 5.060e-04 eta: 7:02:08 time: 0.266 data_time: 0.007 memory: 5036 grad_norm: 12.1458 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.6355 loss: 1.6355 2022/06/27 08:47:26 - mmengine - INFO - Epoch(train) [155][1340/3757] lr: 5.060e-04 eta: 7:02:03 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 11.8194 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.7459 loss: 1.7459 2022/06/27 08:47:31 - mmengine - INFO - Epoch(train) [155][1360/3757] lr: 5.060e-04 eta: 7:01:57 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 11.2343 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6583 loss: 1.6583 2022/06/27 08:47:37 - mmengine - INFO - Epoch(train) [155][1380/3757] lr: 5.060e-04 eta: 7:01:52 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 12.5678 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7689 loss: 1.7689 2022/06/27 08:47:42 - mmengine - INFO - Epoch(train) [155][1400/3757] lr: 5.060e-04 eta: 7:01:47 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 14.1483 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1003 loss: 2.1003 2022/06/27 08:47:47 - mmengine - INFO - Epoch(train) [155][1420/3757] lr: 5.060e-04 eta: 7:01:41 time: 0.251 data_time: 0.007 memory: 5036 grad_norm: 11.4682 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.7459 loss: 1.7459 2022/06/27 08:47:48 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 08:47:53 - mmengine - INFO - Epoch(train) [155][1440/3757] lr: 5.060e-04 eta: 7:01:36 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 12.6350 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0334 loss: 2.0334 2022/06/27 08:47:58 - mmengine - INFO - Epoch(train) [155][1460/3757] lr: 5.060e-04 eta: 7:01:31 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 9.6237 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.6976 loss: 1.6976 2022/06/27 08:48:03 - mmengine - INFO - Epoch(train) [155][1480/3757] lr: 5.060e-04 eta: 7:01:26 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 9.0940 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.5011 loss: 1.5011 2022/06/27 08:48:08 - mmengine - INFO - Epoch(train) [155][1500/3757] lr: 5.060e-04 eta: 7:01:20 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 13.2122 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7791 loss: 1.7791 2022/06/27 08:48:14 - mmengine - INFO - Epoch(train) [155][1520/3757] lr: 5.060e-04 eta: 7:01:15 time: 0.259 data_time: 0.009 memory: 5036 grad_norm: 13.3803 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8268 loss: 1.8268 2022/06/27 08:48:19 - mmengine - INFO - Epoch(train) [155][1540/3757] lr: 5.060e-04 eta: 7:01:10 time: 0.249 data_time: 0.007 memory: 5036 grad_norm: 11.4027 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3416 loss: 1.3416 2022/06/27 08:48:24 - mmengine - INFO - Epoch(train) [155][1560/3757] lr: 5.060e-04 eta: 7:01:05 time: 0.268 data_time: 0.007 memory: 5036 grad_norm: 12.5787 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.8833 loss: 1.8833 2022/06/27 08:48:30 - mmengine - INFO - Epoch(train) [155][1580/3757] lr: 5.060e-04 eta: 7:00:59 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 12.7287 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8005 loss: 1.8005 2022/06/27 08:48:35 - mmengine - INFO - Epoch(train) [155][1600/3757] lr: 5.060e-04 eta: 7:00:54 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 12.0324 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5923 loss: 1.5923 2022/06/27 08:48:40 - mmengine - INFO - Epoch(train) [155][1620/3757] lr: 5.060e-04 eta: 7:00:49 time: 0.264 data_time: 0.007 memory: 5036 grad_norm: 11.2724 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3974 loss: 1.3974 2022/06/27 08:48:45 - mmengine - INFO - Epoch(train) [155][1640/3757] lr: 5.060e-04 eta: 7:00:44 time: 0.265 data_time: 0.007 memory: 5036 grad_norm: 12.0124 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 1.6090 loss: 1.6090 2022/06/27 08:48:51 - mmengine - INFO - Epoch(train) [155][1660/3757] lr: 5.060e-04 eta: 7:00:38 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 10.5956 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7036 loss: 1.7036 2022/06/27 08:48:56 - mmengine - INFO - Epoch(train) [155][1680/3757] lr: 5.060e-04 eta: 7:00:33 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 13.0905 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.7950 loss: 1.7950 2022/06/27 08:49:01 - mmengine - INFO - Epoch(train) [155][1700/3757] lr: 5.060e-04 eta: 7:00:28 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 11.1235 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4435 loss: 1.4435 2022/06/27 08:49:06 - mmengine - INFO - Epoch(train) [155][1720/3757] lr: 5.060e-04 eta: 7:00:23 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 10.7324 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.7440 loss: 1.7440 2022/06/27 08:49:12 - mmengine - INFO - Epoch(train) [155][1740/3757] lr: 5.060e-04 eta: 7:00:17 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 14.8540 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6990 loss: 1.6990 2022/06/27 08:49:17 - mmengine - INFO - Epoch(train) [155][1760/3757] lr: 5.060e-04 eta: 7:00:12 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 12.0822 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7315 loss: 1.7315 2022/06/27 08:49:22 - mmengine - INFO - Epoch(train) [155][1780/3757] lr: 5.060e-04 eta: 7:00:07 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 10.8511 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6842 loss: 1.6842 2022/06/27 08:49:27 - mmengine - INFO - Epoch(train) [155][1800/3757] lr: 5.060e-04 eta: 7:00:02 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 13.7998 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7991 loss: 1.7991 2022/06/27 08:49:33 - mmengine - INFO - Epoch(train) [155][1820/3757] lr: 5.060e-04 eta: 6:59:56 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 14.8886 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 1.9850 loss: 1.9850 2022/06/27 08:49:38 - mmengine - INFO - Epoch(train) [155][1840/3757] lr: 5.060e-04 eta: 6:59:51 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 12.2740 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9459 loss: 1.9459 2022/06/27 08:49:43 - mmengine - INFO - Epoch(train) [155][1860/3757] lr: 5.060e-04 eta: 6:59:46 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 11.9114 top1_acc: 0.2500 top5_acc: 1.0000 loss_cls: 1.7334 loss: 1.7334 2022/06/27 08:49:48 - mmengine - INFO - Epoch(train) [155][1880/3757] lr: 5.060e-04 eta: 6:59:41 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 13.1697 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7846 loss: 1.7846 2022/06/27 08:49:54 - mmengine - INFO - Epoch(train) [155][1900/3757] lr: 5.060e-04 eta: 6:59:35 time: 0.269 data_time: 0.003 memory: 5036 grad_norm: 12.1410 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3189 loss: 1.3189 2022/06/27 08:49:59 - mmengine - INFO - Epoch(train) [155][1920/3757] lr: 5.060e-04 eta: 6:59:30 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 11.9188 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8955 loss: 1.8955 2022/06/27 08:50:05 - mmengine - INFO - Epoch(train) [155][1940/3757] lr: 5.060e-04 eta: 6:59:25 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 11.8945 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4646 loss: 1.4646 2022/06/27 08:50:10 - mmengine - INFO - Epoch(train) [155][1960/3757] lr: 5.060e-04 eta: 6:59:19 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 12.7679 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.3983 loss: 1.3983 2022/06/27 08:50:15 - mmengine - INFO - Epoch(train) [155][1980/3757] lr: 5.060e-04 eta: 6:59:14 time: 0.249 data_time: 0.007 memory: 5036 grad_norm: 11.4731 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.7692 loss: 1.7692 2022/06/27 08:50:20 - mmengine - INFO - Epoch(train) [155][2000/3757] lr: 5.060e-04 eta: 6:59:09 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 11.5878 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0633 loss: 2.0633 2022/06/27 08:50:26 - mmengine - INFO - Epoch(train) [155][2020/3757] lr: 5.060e-04 eta: 6:59:04 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 11.8794 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5377 loss: 1.5377 2022/06/27 08:50:31 - mmengine - INFO - Epoch(train) [155][2040/3757] lr: 5.060e-04 eta: 6:58:58 time: 0.257 data_time: 0.011 memory: 5036 grad_norm: 13.9153 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.5283 loss: 1.5283 2022/06/27 08:50:36 - mmengine - INFO - Epoch(train) [155][2060/3757] lr: 5.060e-04 eta: 6:58:53 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 11.3861 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8003 loss: 1.8003 2022/06/27 08:50:42 - mmengine - INFO - Epoch(train) [155][2080/3757] lr: 5.060e-04 eta: 6:58:48 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 11.3186 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7063 loss: 1.7063 2022/06/27 08:50:47 - mmengine - INFO - Epoch(train) [155][2100/3757] lr: 5.060e-04 eta: 6:58:43 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 12.8806 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3147 loss: 1.3147 2022/06/27 08:50:52 - mmengine - INFO - Epoch(train) [155][2120/3757] lr: 5.060e-04 eta: 6:58:37 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 11.5177 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6235 loss: 1.6235 2022/06/27 08:50:57 - mmengine - INFO - Epoch(train) [155][2140/3757] lr: 5.060e-04 eta: 6:58:32 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 10.3473 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4499 loss: 1.4499 2022/06/27 08:51:03 - mmengine - INFO - Epoch(train) [155][2160/3757] lr: 5.060e-04 eta: 6:58:27 time: 0.257 data_time: 0.008 memory: 5036 grad_norm: 10.5964 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.3478 loss: 1.3478 2022/06/27 08:51:08 - mmengine - INFO - Epoch(train) [155][2180/3757] lr: 5.060e-04 eta: 6:58:22 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 10.3901 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2613 loss: 2.2613 2022/06/27 08:51:13 - mmengine - INFO - Epoch(train) [155][2200/3757] lr: 5.060e-04 eta: 6:58:16 time: 0.265 data_time: 0.007 memory: 5036 grad_norm: 10.3516 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.6566 loss: 1.6566 2022/06/27 08:51:19 - mmengine - INFO - Epoch(train) [155][2220/3757] lr: 5.060e-04 eta: 6:58:11 time: 0.258 data_time: 0.012 memory: 5036 grad_norm: 9.8636 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6770 loss: 1.6770 2022/06/27 08:51:24 - mmengine - INFO - Epoch(train) [155][2240/3757] lr: 5.060e-04 eta: 6:58:06 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 9.8059 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9164 loss: 1.9164 2022/06/27 08:51:29 - mmengine - INFO - Epoch(train) [155][2260/3757] lr: 5.060e-04 eta: 6:58:01 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 9.4753 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7167 loss: 1.7167 2022/06/27 08:51:35 - mmengine - INFO - Epoch(train) [155][2280/3757] lr: 5.060e-04 eta: 6:57:55 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 11.6633 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.9365 loss: 1.9365 2022/06/27 08:51:40 - mmengine - INFO - Epoch(train) [155][2300/3757] lr: 5.060e-04 eta: 6:57:50 time: 0.251 data_time: 0.007 memory: 5036 grad_norm: 12.0901 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.5420 loss: 1.5420 2022/06/27 08:51:45 - mmengine - INFO - Epoch(train) [155][2320/3757] lr: 5.060e-04 eta: 6:57:45 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 14.1056 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6318 loss: 1.6318 2022/06/27 08:51:51 - mmengine - INFO - Epoch(train) [155][2340/3757] lr: 5.060e-04 eta: 6:57:40 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 11.5490 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.4434 loss: 1.4434 2022/06/27 08:51:56 - mmengine - INFO - Epoch(train) [155][2360/3757] lr: 5.060e-04 eta: 6:57:34 time: 0.264 data_time: 0.006 memory: 5036 grad_norm: 16.2862 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7582 loss: 1.7582 2022/06/27 08:52:01 - mmengine - INFO - Epoch(train) [155][2380/3757] lr: 5.060e-04 eta: 6:57:29 time: 0.265 data_time: 0.007 memory: 5036 grad_norm: 10.6094 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.6596 loss: 1.6596 2022/06/27 08:52:07 - mmengine - INFO - Epoch(train) [155][2400/3757] lr: 5.060e-04 eta: 6:57:24 time: 0.263 data_time: 0.007 memory: 5036 grad_norm: 11.3553 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.5976 loss: 1.5976 2022/06/27 08:52:12 - mmengine - INFO - Epoch(train) [155][2420/3757] lr: 5.060e-04 eta: 6:57:19 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 12.4095 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0272 loss: 2.0272 2022/06/27 08:52:12 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 08:52:17 - mmengine - INFO - Epoch(train) [155][2440/3757] lr: 5.060e-04 eta: 6:57:13 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 11.2009 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.9013 loss: 1.9013 2022/06/27 08:52:22 - mmengine - INFO - Epoch(train) [155][2460/3757] lr: 5.060e-04 eta: 6:57:08 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 15.6016 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1922 loss: 2.1922 2022/06/27 08:52:27 - mmengine - INFO - Epoch(train) [155][2480/3757] lr: 5.060e-04 eta: 6:57:03 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 11.7571 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.7015 loss: 1.7015 2022/06/27 08:52:33 - mmengine - INFO - Epoch(train) [155][2500/3757] lr: 5.060e-04 eta: 6:56:58 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 10.4918 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0032 loss: 2.0032 2022/06/27 08:52:38 - mmengine - INFO - Epoch(train) [155][2520/3757] lr: 5.060e-04 eta: 6:56:52 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 9.3543 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.7696 loss: 1.7696 2022/06/27 08:52:43 - mmengine - INFO - Epoch(train) [155][2540/3757] lr: 5.060e-04 eta: 6:56:47 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 11.3007 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5430 loss: 1.5430 2022/06/27 08:52:48 - mmengine - INFO - Epoch(train) [155][2560/3757] lr: 5.060e-04 eta: 6:56:42 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 12.7018 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5649 loss: 1.5649 2022/06/27 08:52:54 - mmengine - INFO - Epoch(train) [155][2580/3757] lr: 5.060e-04 eta: 6:56:37 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 10.6449 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.6186 loss: 1.6186 2022/06/27 08:52:59 - mmengine - INFO - Epoch(train) [155][2600/3757] lr: 5.060e-04 eta: 6:56:31 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 13.8227 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.5736 loss: 1.5736 2022/06/27 08:53:04 - mmengine - INFO - Epoch(train) [155][2620/3757] lr: 5.060e-04 eta: 6:56:26 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 12.4020 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5549 loss: 1.5549 2022/06/27 08:53:10 - mmengine - INFO - Epoch(train) [155][2640/3757] lr: 5.060e-04 eta: 6:56:21 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 9.9983 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6372 loss: 1.6372 2022/06/27 08:53:15 - mmengine - INFO - Epoch(train) [155][2660/3757] lr: 5.060e-04 eta: 6:56:16 time: 0.402 data_time: 0.007 memory: 5036 grad_norm: 10.7135 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4794 loss: 1.4794 2022/06/27 08:53:20 - mmengine - INFO - Epoch(train) [155][2680/3757] lr: 5.060e-04 eta: 6:56:10 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 11.8634 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3389 loss: 1.3389 2022/06/27 08:53:26 - mmengine - INFO - Epoch(train) [155][2700/3757] lr: 5.060e-04 eta: 6:56:05 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 12.6355 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.8072 loss: 1.8072 2022/06/27 08:53:31 - mmengine - INFO - Epoch(train) [155][2720/3757] lr: 5.060e-04 eta: 6:56:00 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 13.1767 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3307 loss: 1.3307 2022/06/27 08:53:36 - mmengine - INFO - Epoch(train) [155][2740/3757] lr: 5.060e-04 eta: 6:55:55 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 10.4076 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5968 loss: 1.5968 2022/06/27 08:53:41 - mmengine - INFO - Epoch(train) [155][2760/3757] lr: 5.060e-04 eta: 6:55:49 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 11.9111 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.7318 loss: 1.7318 2022/06/27 08:53:47 - mmengine - INFO - Epoch(train) [155][2780/3757] lr: 5.060e-04 eta: 6:55:44 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 12.9093 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8459 loss: 1.8459 2022/06/27 08:53:52 - mmengine - INFO - Epoch(train) [155][2800/3757] lr: 5.060e-04 eta: 6:55:39 time: 0.272 data_time: 0.003 memory: 5036 grad_norm: 12.3301 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.5377 loss: 1.5377 2022/06/27 08:53:57 - mmengine - INFO - Epoch(train) [155][2820/3757] lr: 5.060e-04 eta: 6:55:33 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 11.1322 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6399 loss: 1.6399 2022/06/27 08:54:03 - mmengine - INFO - Epoch(train) [155][2840/3757] lr: 5.060e-04 eta: 6:55:28 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 12.6697 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9514 loss: 1.9514 2022/06/27 08:54:08 - mmengine - INFO - Epoch(train) [155][2860/3757] lr: 5.060e-04 eta: 6:55:23 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 12.5155 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7525 loss: 1.7525 2022/06/27 08:54:13 - mmengine - INFO - Epoch(train) [155][2880/3757] lr: 5.060e-04 eta: 6:55:18 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 11.8611 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6565 loss: 1.6565 2022/06/27 08:54:18 - mmengine - INFO - Epoch(train) [155][2900/3757] lr: 5.060e-04 eta: 6:55:12 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 10.5464 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6239 loss: 1.6239 2022/06/27 08:54:24 - mmengine - INFO - Epoch(train) [155][2920/3757] lr: 5.060e-04 eta: 6:55:07 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 9.8869 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7964 loss: 1.7964 2022/06/27 08:54:29 - mmengine - INFO - Epoch(train) [155][2940/3757] lr: 5.060e-04 eta: 6:55:02 time: 0.263 data_time: 0.009 memory: 5036 grad_norm: 10.9401 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9407 loss: 1.9407 2022/06/27 08:54:34 - mmengine - INFO - Epoch(train) [155][2960/3757] lr: 5.060e-04 eta: 6:54:57 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 12.1674 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9941 loss: 1.9941 2022/06/27 08:54:40 - mmengine - INFO - Epoch(train) [155][2980/3757] lr: 5.060e-04 eta: 6:54:51 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 11.8815 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.1741 loss: 2.1741 2022/06/27 08:54:45 - mmengine - INFO - Epoch(train) [155][3000/3757] lr: 5.060e-04 eta: 6:54:46 time: 0.257 data_time: 0.010 memory: 5036 grad_norm: 12.1934 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.5769 loss: 1.5769 2022/06/27 08:54:50 - mmengine - INFO - Epoch(train) [155][3020/3757] lr: 5.060e-04 eta: 6:54:41 time: 0.249 data_time: 0.003 memory: 5036 grad_norm: 10.6879 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3430 loss: 1.3430 2022/06/27 08:54:55 - mmengine - INFO - Epoch(train) [155][3040/3757] lr: 5.060e-04 eta: 6:54:36 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 12.6727 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.7593 loss: 1.7593 2022/06/27 08:55:01 - mmengine - INFO - Epoch(train) [155][3060/3757] lr: 5.060e-04 eta: 6:54:30 time: 0.259 data_time: 0.009 memory: 5036 grad_norm: 12.9632 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7562 loss: 1.7562 2022/06/27 08:55:06 - mmengine - INFO - Epoch(train) [155][3080/3757] lr: 5.060e-04 eta: 6:54:25 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 10.8655 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3959 loss: 1.3959 2022/06/27 08:55:11 - mmengine - INFO - Epoch(train) [155][3100/3757] lr: 5.060e-04 eta: 6:54:20 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 10.2169 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3660 loss: 1.3660 2022/06/27 08:55:17 - mmengine - INFO - Epoch(train) [155][3120/3757] lr: 5.060e-04 eta: 6:54:15 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 10.8049 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.6123 loss: 1.6123 2022/06/27 08:55:22 - mmengine - INFO - Epoch(train) [155][3140/3757] lr: 5.060e-04 eta: 6:54:09 time: 0.262 data_time: 0.012 memory: 5036 grad_norm: 12.5311 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.7773 loss: 1.7773 2022/06/27 08:55:27 - mmengine - INFO - Epoch(train) [155][3160/3757] lr: 5.060e-04 eta: 6:54:04 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 12.9001 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8735 loss: 1.8735 2022/06/27 08:55:32 - mmengine - INFO - Epoch(train) [155][3180/3757] lr: 5.060e-04 eta: 6:53:59 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 10.8383 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.9798 loss: 1.9798 2022/06/27 08:55:38 - mmengine - INFO - Epoch(train) [155][3200/3757] lr: 5.060e-04 eta: 6:53:54 time: 0.252 data_time: 0.008 memory: 5036 grad_norm: 11.4466 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.9095 loss: 1.9095 2022/06/27 08:55:43 - mmengine - INFO - Epoch(train) [155][3220/3757] lr: 5.060e-04 eta: 6:53:48 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 12.6235 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.5228 loss: 1.5228 2022/06/27 08:55:48 - mmengine - INFO - Epoch(train) [155][3240/3757] lr: 5.060e-04 eta: 6:53:43 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 12.5974 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.9780 loss: 1.9780 2022/06/27 08:55:53 - mmengine - INFO - Epoch(train) [155][3260/3757] lr: 5.060e-04 eta: 6:53:38 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 11.1693 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4458 loss: 1.4458 2022/06/27 08:55:59 - mmengine - INFO - Epoch(train) [155][3280/3757] lr: 5.060e-04 eta: 6:53:33 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 11.1292 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0000 loss: 2.0000 2022/06/27 08:56:04 - mmengine - INFO - Epoch(train) [155][3300/3757] lr: 5.060e-04 eta: 6:53:27 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 9.3867 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.3246 loss: 1.3246 2022/06/27 08:56:09 - mmengine - INFO - Epoch(train) [155][3320/3757] lr: 5.060e-04 eta: 6:53:22 time: 0.261 data_time: 0.004 memory: 5036 grad_norm: 11.6171 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7876 loss: 1.7876 2022/06/27 08:56:14 - mmengine - INFO - Epoch(train) [155][3340/3757] lr: 5.060e-04 eta: 6:53:17 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 11.3903 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4431 loss: 1.4431 2022/06/27 08:56:19 - mmengine - INFO - Epoch(train) [155][3360/3757] lr: 5.060e-04 eta: 6:53:11 time: 0.251 data_time: 0.009 memory: 5036 grad_norm: 11.4149 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.4959 loss: 1.4959 2022/06/27 08:56:25 - mmengine - INFO - Epoch(train) [155][3380/3757] lr: 5.060e-04 eta: 6:53:06 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 11.8122 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.7990 loss: 1.7990 2022/06/27 08:56:30 - mmengine - INFO - Epoch(train) [155][3400/3757] lr: 5.060e-04 eta: 6:53:01 time: 0.264 data_time: 0.006 memory: 5036 grad_norm: 10.7980 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7129 loss: 1.7129 2022/06/27 08:56:35 - mmengine - INFO - Epoch(train) [155][3420/3757] lr: 5.060e-04 eta: 6:52:56 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 11.8461 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8898 loss: 1.8898 2022/06/27 08:56:36 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 08:56:41 - mmengine - INFO - Epoch(train) [155][3440/3757] lr: 5.060e-04 eta: 6:52:50 time: 0.267 data_time: 0.006 memory: 5036 grad_norm: 11.5755 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.2418 loss: 1.2418 2022/06/27 08:56:46 - mmengine - INFO - Epoch(train) [155][3460/3757] lr: 5.060e-04 eta: 6:52:45 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 9.5437 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.9774 loss: 1.9774 2022/06/27 08:56:51 - mmengine - INFO - Epoch(train) [155][3480/3757] lr: 5.060e-04 eta: 6:52:40 time: 0.266 data_time: 0.009 memory: 5036 grad_norm: 11.4443 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.5076 loss: 1.5076 2022/06/27 08:56:56 - mmengine - INFO - Epoch(train) [155][3500/3757] lr: 5.060e-04 eta: 6:52:35 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 10.9347 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.6319 loss: 1.6319 2022/06/27 08:57:02 - mmengine - INFO - Epoch(train) [155][3520/3757] lr: 5.060e-04 eta: 6:52:29 time: 0.266 data_time: 0.012 memory: 5036 grad_norm: 12.9101 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7310 loss: 1.7310 2022/06/27 08:57:07 - mmengine - INFO - Epoch(train) [155][3540/3757] lr: 5.060e-04 eta: 6:52:24 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 10.6804 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3762 loss: 1.3762 2022/06/27 08:57:12 - mmengine - INFO - Epoch(train) [155][3560/3757] lr: 5.060e-04 eta: 6:52:19 time: 0.287 data_time: 0.027 memory: 5036 grad_norm: 12.3599 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7614 loss: 1.7614 2022/06/27 08:57:17 - mmengine - INFO - Epoch(train) [155][3580/3757] lr: 5.060e-04 eta: 6:52:14 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 13.8443 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8086 loss: 1.8086 2022/06/27 08:57:23 - mmengine - INFO - Epoch(train) [155][3600/3757] lr: 5.060e-04 eta: 6:52:08 time: 0.267 data_time: 0.003 memory: 5036 grad_norm: 15.4927 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.0031 loss: 2.0031 2022/06/27 08:57:28 - mmengine - INFO - Epoch(train) [155][3620/3757] lr: 5.060e-04 eta: 6:52:03 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 11.0960 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7285 loss: 1.7285 2022/06/27 08:57:33 - mmengine - INFO - Epoch(train) [155][3640/3757] lr: 5.060e-04 eta: 6:51:58 time: 0.274 data_time: 0.007 memory: 5036 grad_norm: 11.0034 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7917 loss: 1.7917 2022/06/27 08:57:38 - mmengine - INFO - Epoch(train) [155][3660/3757] lr: 5.060e-04 eta: 6:51:53 time: 0.258 data_time: 0.010 memory: 5036 grad_norm: 12.4239 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7536 loss: 1.7536 2022/06/27 08:57:44 - mmengine - INFO - Epoch(train) [155][3680/3757] lr: 5.060e-04 eta: 6:51:47 time: 0.262 data_time: 0.012 memory: 5036 grad_norm: 13.7718 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5955 loss: 1.5955 2022/06/27 08:57:49 - mmengine - INFO - Epoch(train) [155][3700/3757] lr: 5.060e-04 eta: 6:51:42 time: 0.256 data_time: 0.010 memory: 5036 grad_norm: 9.5009 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6794 loss: 1.6794 2022/06/27 08:57:54 - mmengine - INFO - Epoch(train) [155][3720/3757] lr: 5.060e-04 eta: 6:51:37 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 11.8567 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.5504 loss: 1.5504 2022/06/27 08:57:59 - mmengine - INFO - Epoch(train) [155][3740/3757] lr: 5.060e-04 eta: 6:51:31 time: 0.244 data_time: 0.006 memory: 5036 grad_norm: 11.1019 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8927 loss: 1.8927 2022/06/27 08:58:03 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 08:58:03 - mmengine - INFO - Saving checkpoint at 155 epochs 2022/06/27 08:58:16 - mmengine - INFO - Epoch(val) [155][20/310] eta: 0:01:45 time: 0.107 data_time: 0.002 memory: 5036 2022/06/27 08:58:21 - mmengine - INFO - Epoch(val) [155][40/310] eta: 0:01:36 time: 0.103 data_time: 0.001 memory: 1723 2022/06/27 08:58:25 - mmengine - INFO - Epoch(val) [155][60/310] eta: 0:00:26 time: 0.104 data_time: 0.001 memory: 1723 2022/06/27 08:58:30 - mmengine - INFO - Epoch(val) [155][80/310] eta: 0:00:24 time: 0.108 data_time: 0.001 memory: 1723 2022/06/27 08:58:37 - mmengine - INFO - Epoch(val) [155][100/310] eta: 0:01:15 time: 0.103 data_time: 0.002 memory: 1723 2022/06/27 08:58:41 - mmengine - INFO - Epoch(val) [155][120/310] eta: 0:01:08 time: 0.104 data_time: 0.002 memory: 1723 2022/06/27 08:58:46 - mmengine - INFO - Epoch(val) [155][140/310] eta: 0:00:18 time: 0.107 data_time: 0.005 memory: 1723 2022/06/27 08:58:51 - mmengine - INFO - Epoch(val) [155][160/310] eta: 0:00:15 time: 0.109 data_time: 0.001 memory: 1723 2022/06/27 08:58:58 - mmengine - INFO - Epoch(val) [155][180/310] eta: 0:00:45 time: 0.104 data_time: 0.001 memory: 1723 2022/06/27 08:59:03 - mmengine - INFO - Epoch(val) [155][200/310] eta: 0:00:39 time: 0.103 data_time: 0.002 memory: 1723 2022/06/27 08:59:07 - mmengine - INFO - Epoch(val) [155][220/310] eta: 0:00:09 time: 0.107 data_time: 0.005 memory: 1723 2022/06/27 08:59:12 - mmengine - INFO - Epoch(val) [155][240/310] eta: 0:00:07 time: 0.103 data_time: 0.001 memory: 1723 2022/06/27 08:59:19 - mmengine - INFO - Epoch(val) [155][260/310] eta: 0:00:18 time: 0.103 data_time: 0.001 memory: 1723 2022/06/27 08:59:23 - mmengine - INFO - Epoch(val) [155][280/310] eta: 0:00:09 time: 0.119 data_time: 0.001 memory: 1723 2022/06/27 08:59:25 - mmengine - INFO - Epoch(val) [155][300/310] eta: 0:00:01 time: 0.102 data_time: 0.001 memory: 1723 2022/06/27 08:59:28 - mmengine - INFO - Epoch(val) [155][310/310] acc/top1: 0.6026 acc/top5: 0.8230 acc/mean1: 0.6025 2022/06/27 08:59:38 - mmengine - INFO - Epoch(train) [156][20/3757] lr: 4.685e-04 eta: 6:51:22 time: 0.267 data_time: 0.004 memory: 5036 grad_norm: 11.8242 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.6815 loss: 1.6815 2022/06/27 08:59:43 - mmengine - INFO - Epoch(train) [156][40/3757] lr: 4.685e-04 eta: 6:51:17 time: 0.253 data_time: 0.004 memory: 5036 grad_norm: 11.1382 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.7396 loss: 1.7396 2022/06/27 08:59:48 - mmengine - INFO - Epoch(train) [156][60/3757] lr: 4.685e-04 eta: 6:51:12 time: 0.254 data_time: 0.004 memory: 5036 grad_norm: 13.0131 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5041 loss: 1.5041 2022/06/27 08:59:54 - mmengine - INFO - Epoch(train) [156][80/3757] lr: 4.685e-04 eta: 6:51:06 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 11.1489 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8885 loss: 1.8885 2022/06/27 08:59:59 - mmengine - INFO - Epoch(train) [156][100/3757] lr: 4.685e-04 eta: 6:51:01 time: 0.254 data_time: 0.004 memory: 5036 grad_norm: 10.5285 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9178 loss: 1.9178 2022/06/27 09:00:04 - mmengine - INFO - Epoch(train) [156][120/3757] lr: 4.685e-04 eta: 6:50:56 time: 0.260 data_time: 0.004 memory: 5036 grad_norm: 10.8153 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8106 loss: 1.8106 2022/06/27 09:00:10 - mmengine - INFO - Epoch(train) [156][140/3757] lr: 4.685e-04 eta: 6:50:51 time: 0.257 data_time: 0.004 memory: 5036 grad_norm: 12.8476 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5783 loss: 1.5783 2022/06/27 09:00:15 - mmengine - INFO - Epoch(train) [156][160/3757] lr: 4.685e-04 eta: 6:50:45 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 10.8703 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0146 loss: 2.0146 2022/06/27 09:00:20 - mmengine - INFO - Epoch(train) [156][180/3757] lr: 4.685e-04 eta: 6:50:40 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 10.2517 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.5515 loss: 1.5515 2022/06/27 09:00:25 - mmengine - INFO - Epoch(train) [156][200/3757] lr: 4.685e-04 eta: 6:50:35 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 12.2072 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.6753 loss: 1.6753 2022/06/27 09:00:31 - mmengine - INFO - Epoch(train) [156][220/3757] lr: 4.685e-04 eta: 6:50:30 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 13.7143 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2961 loss: 1.2961 2022/06/27 09:00:36 - mmengine - INFO - Epoch(train) [156][240/3757] lr: 4.685e-04 eta: 6:50:24 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 11.9660 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5396 loss: 1.5396 2022/06/27 09:00:41 - mmengine - INFO - Epoch(train) [156][260/3757] lr: 4.685e-04 eta: 6:50:19 time: 0.267 data_time: 0.003 memory: 5036 grad_norm: 12.3502 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7695 loss: 1.7695 2022/06/27 09:00:47 - mmengine - INFO - Epoch(train) [156][280/3757] lr: 4.685e-04 eta: 6:50:14 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 13.8553 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.7935 loss: 1.7935 2022/06/27 09:00:52 - mmengine - INFO - Epoch(train) [156][300/3757] lr: 4.685e-04 eta: 6:50:09 time: 0.253 data_time: 0.004 memory: 5036 grad_norm: 11.6675 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6717 loss: 1.6717 2022/06/27 09:00:58 - mmengine - INFO - Epoch(train) [156][320/3757] lr: 4.685e-04 eta: 6:50:03 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 12.1551 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3531 loss: 1.3531 2022/06/27 09:01:03 - mmengine - INFO - Epoch(train) [156][340/3757] lr: 4.685e-04 eta: 6:49:58 time: 0.252 data_time: 0.004 memory: 5036 grad_norm: 9.8616 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5878 loss: 1.5878 2022/06/27 09:01:09 - mmengine - INFO - Epoch(train) [156][360/3757] lr: 4.685e-04 eta: 6:49:53 time: 0.425 data_time: 0.003 memory: 5036 grad_norm: 11.6651 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.8904 loss: 1.8904 2022/06/27 09:01:14 - mmengine - INFO - Epoch(train) [156][380/3757] lr: 4.685e-04 eta: 6:49:48 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 12.4021 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.4616 loss: 1.4616 2022/06/27 09:01:19 - mmengine - INFO - Epoch(train) [156][400/3757] lr: 4.685e-04 eta: 6:49:42 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 12.2141 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.4435 loss: 1.4435 2022/06/27 09:01:24 - mmengine - INFO - Epoch(train) [156][420/3757] lr: 4.685e-04 eta: 6:49:37 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 12.8357 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7445 loss: 1.7445 2022/06/27 09:01:30 - mmengine - INFO - Epoch(train) [156][440/3757] lr: 4.685e-04 eta: 6:49:32 time: 0.256 data_time: 0.008 memory: 5036 grad_norm: 11.9671 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.6960 loss: 1.6960 2022/06/27 09:01:35 - mmengine - INFO - Epoch(train) [156][460/3757] lr: 4.685e-04 eta: 6:49:27 time: 0.260 data_time: 0.012 memory: 5036 grad_norm: 10.7417 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.8527 loss: 1.8527 2022/06/27 09:01:40 - mmengine - INFO - Epoch(train) [156][480/3757] lr: 4.685e-04 eta: 6:49:21 time: 0.250 data_time: 0.007 memory: 5036 grad_norm: 10.2489 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8228 loss: 1.8228 2022/06/27 09:01:46 - mmengine - INFO - Epoch(train) [156][500/3757] lr: 4.685e-04 eta: 6:49:16 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 10.9008 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 1.7317 loss: 1.7317 2022/06/27 09:01:51 - mmengine - INFO - Epoch(train) [156][520/3757] lr: 4.685e-04 eta: 6:49:11 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 12.2866 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4552 loss: 1.4552 2022/06/27 09:01:56 - mmengine - INFO - Epoch(train) [156][540/3757] lr: 4.685e-04 eta: 6:49:06 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 12.8802 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7470 loss: 1.7470 2022/06/27 09:02:02 - mmengine - INFO - Epoch(train) [156][560/3757] lr: 4.685e-04 eta: 6:49:00 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 11.4663 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1666 loss: 2.1666 2022/06/27 09:02:07 - mmengine - INFO - Epoch(train) [156][580/3757] lr: 4.685e-04 eta: 6:48:55 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 11.1932 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4930 loss: 1.4930 2022/06/27 09:02:12 - mmengine - INFO - Epoch(train) [156][600/3757] lr: 4.685e-04 eta: 6:48:50 time: 0.260 data_time: 0.009 memory: 5036 grad_norm: 13.5288 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6210 loss: 1.6210 2022/06/27 09:02:17 - mmengine - INFO - Epoch(train) [156][620/3757] lr: 4.685e-04 eta: 6:48:45 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 12.2056 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4200 loss: 1.4200 2022/06/27 09:02:23 - mmengine - INFO - Epoch(train) [156][640/3757] lr: 4.685e-04 eta: 6:48:39 time: 0.288 data_time: 0.029 memory: 5036 grad_norm: 10.4376 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.4721 loss: 1.4721 2022/06/27 09:02:28 - mmengine - INFO - Epoch(train) [156][660/3757] lr: 4.685e-04 eta: 6:48:34 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 11.4789 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7086 loss: 1.7086 2022/06/27 09:02:29 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 09:02:33 - mmengine - INFO - Epoch(train) [156][680/3757] lr: 4.685e-04 eta: 6:48:29 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 11.3669 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3866 loss: 1.3866 2022/06/27 09:02:38 - mmengine - INFO - Epoch(train) [156][700/3757] lr: 4.685e-04 eta: 6:48:24 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 11.7139 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8965 loss: 1.8965 2022/06/27 09:02:44 - mmengine - INFO - Epoch(train) [156][720/3757] lr: 4.685e-04 eta: 6:48:18 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 12.7690 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5580 loss: 1.5580 2022/06/27 09:02:49 - mmengine - INFO - Epoch(train) [156][740/3757] lr: 4.685e-04 eta: 6:48:13 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 9.8712 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4285 loss: 1.4285 2022/06/27 09:02:54 - mmengine - INFO - Epoch(train) [156][760/3757] lr: 4.685e-04 eta: 6:48:08 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 11.4709 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8512 loss: 1.8512 2022/06/27 09:02:59 - mmengine - INFO - Epoch(train) [156][780/3757] lr: 4.685e-04 eta: 6:48:03 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 11.4517 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.7219 loss: 1.7219 2022/06/27 09:03:05 - mmengine - INFO - Epoch(train) [156][800/3757] lr: 4.685e-04 eta: 6:47:57 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 11.1171 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9840 loss: 1.9840 2022/06/27 09:03:10 - mmengine - INFO - Epoch(train) [156][820/3757] lr: 4.685e-04 eta: 6:47:52 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 12.8969 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.5847 loss: 1.5847 2022/06/27 09:03:15 - mmengine - INFO - Epoch(train) [156][840/3757] lr: 4.685e-04 eta: 6:47:47 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 11.5439 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6442 loss: 1.6442 2022/06/27 09:03:20 - mmengine - INFO - Epoch(train) [156][860/3757] lr: 4.685e-04 eta: 6:47:42 time: 0.258 data_time: 0.010 memory: 5036 grad_norm: 13.2166 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4315 loss: 1.4315 2022/06/27 09:03:26 - mmengine - INFO - Epoch(train) [156][880/3757] lr: 4.685e-04 eta: 6:47:36 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 10.9989 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5373 loss: 1.5373 2022/06/27 09:03:31 - mmengine - INFO - Epoch(train) [156][900/3757] lr: 4.685e-04 eta: 6:47:31 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 12.5788 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6430 loss: 1.6430 2022/06/27 09:03:36 - mmengine - INFO - Epoch(train) [156][920/3757] lr: 4.685e-04 eta: 6:47:26 time: 0.265 data_time: 0.006 memory: 5036 grad_norm: 12.7544 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.5734 loss: 1.5734 2022/06/27 09:03:41 - mmengine - INFO - Epoch(train) [156][940/3757] lr: 4.685e-04 eta: 6:47:20 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 11.5995 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.5368 loss: 1.5368 2022/06/27 09:03:47 - mmengine - INFO - Epoch(train) [156][960/3757] lr: 4.685e-04 eta: 6:47:15 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 10.9217 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7037 loss: 1.7037 2022/06/27 09:03:52 - mmengine - INFO - Epoch(train) [156][980/3757] lr: 4.685e-04 eta: 6:47:10 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 12.2902 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3660 loss: 1.3660 2022/06/27 09:03:57 - mmengine - INFO - Epoch(train) [156][1000/3757] lr: 4.685e-04 eta: 6:47:05 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 11.5206 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5552 loss: 1.5552 2022/06/27 09:04:02 - mmengine - INFO - Epoch(train) [156][1020/3757] lr: 4.685e-04 eta: 6:46:59 time: 0.267 data_time: 0.003 memory: 5036 grad_norm: 12.7832 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4062 loss: 1.4062 2022/06/27 09:04:08 - mmengine - INFO - Epoch(train) [156][1040/3757] lr: 4.685e-04 eta: 6:46:54 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 10.5842 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6165 loss: 1.6165 2022/06/27 09:04:13 - mmengine - INFO - Epoch(train) [156][1060/3757] lr: 4.685e-04 eta: 6:46:49 time: 0.272 data_time: 0.006 memory: 5036 grad_norm: 12.2318 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8023 loss: 1.8023 2022/06/27 09:04:18 - mmengine - INFO - Epoch(train) [156][1080/3757] lr: 4.685e-04 eta: 6:46:44 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 11.3155 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.2083 loss: 1.2083 2022/06/27 09:04:24 - mmengine - INFO - Epoch(train) [156][1100/3757] lr: 4.685e-04 eta: 6:46:38 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 10.7369 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.9003 loss: 1.9003 2022/06/27 09:04:29 - mmengine - INFO - Epoch(train) [156][1120/3757] lr: 4.685e-04 eta: 6:46:33 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 13.6798 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.7441 loss: 1.7441 2022/06/27 09:04:34 - mmengine - INFO - Epoch(train) [156][1140/3757] lr: 4.685e-04 eta: 6:46:28 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 10.0817 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4501 loss: 1.4501 2022/06/27 09:04:40 - mmengine - INFO - Epoch(train) [156][1160/3757] lr: 4.685e-04 eta: 6:46:23 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 13.3530 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7165 loss: 1.7165 2022/06/27 09:04:45 - mmengine - INFO - Epoch(train) [156][1180/3757] lr: 4.685e-04 eta: 6:46:17 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 9.3053 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6302 loss: 1.6302 2022/06/27 09:04:50 - mmengine - INFO - Epoch(train) [156][1200/3757] lr: 4.685e-04 eta: 6:46:12 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 13.6327 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.7464 loss: 1.7464 2022/06/27 09:04:55 - mmengine - INFO - Epoch(train) [156][1220/3757] lr: 4.685e-04 eta: 6:46:07 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 12.0848 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4259 loss: 1.4259 2022/06/27 09:05:01 - mmengine - INFO - Epoch(train) [156][1240/3757] lr: 4.685e-04 eta: 6:46:02 time: 0.267 data_time: 0.006 memory: 5036 grad_norm: 9.2767 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.1274 loss: 1.1274 2022/06/27 09:05:06 - mmengine - INFO - Epoch(train) [156][1260/3757] lr: 4.685e-04 eta: 6:45:56 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 12.7569 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.0017 loss: 2.0017 2022/06/27 09:05:11 - mmengine - INFO - Epoch(train) [156][1280/3757] lr: 4.685e-04 eta: 6:45:51 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 12.3549 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8297 loss: 1.8297 2022/06/27 09:05:16 - mmengine - INFO - Epoch(train) [156][1300/3757] lr: 4.685e-04 eta: 6:45:46 time: 0.259 data_time: 0.010 memory: 5036 grad_norm: 10.0534 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.5280 loss: 1.5280 2022/06/27 09:05:22 - mmengine - INFO - Epoch(train) [156][1320/3757] lr: 4.685e-04 eta: 6:45:41 time: 0.269 data_time: 0.009 memory: 5036 grad_norm: 11.3113 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8118 loss: 1.8118 2022/06/27 09:05:27 - mmengine - INFO - Epoch(train) [156][1340/3757] lr: 4.685e-04 eta: 6:45:35 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 15.5737 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 1.8868 loss: 1.8868 2022/06/27 09:05:32 - mmengine - INFO - Epoch(train) [156][1360/3757] lr: 4.685e-04 eta: 6:45:30 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 12.6846 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.5159 loss: 1.5159 2022/06/27 09:05:38 - mmengine - INFO - Epoch(train) [156][1380/3757] lr: 4.685e-04 eta: 6:45:25 time: 0.261 data_time: 0.004 memory: 5036 grad_norm: 11.0034 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5795 loss: 1.5795 2022/06/27 09:05:43 - mmengine - INFO - Epoch(train) [156][1400/3757] lr: 4.685e-04 eta: 6:45:20 time: 0.268 data_time: 0.003 memory: 5036 grad_norm: 12.1663 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5821 loss: 1.5821 2022/06/27 09:05:48 - mmengine - INFO - Epoch(train) [156][1420/3757] lr: 4.685e-04 eta: 6:45:14 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 9.6231 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.1474 loss: 2.1474 2022/06/27 09:05:53 - mmengine - INFO - Epoch(train) [156][1440/3757] lr: 4.685e-04 eta: 6:45:09 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 11.2454 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6099 loss: 1.6099 2022/06/27 09:05:58 - mmengine - INFO - Epoch(train) [156][1460/3757] lr: 4.685e-04 eta: 6:45:04 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 13.6912 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2684 loss: 1.2684 2022/06/27 09:06:04 - mmengine - INFO - Epoch(train) [156][1480/3757] lr: 4.685e-04 eta: 6:44:58 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 10.3856 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3119 loss: 1.3119 2022/06/27 09:06:09 - mmengine - INFO - Epoch(train) [156][1500/3757] lr: 4.685e-04 eta: 6:44:53 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 11.9935 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7392 loss: 1.7392 2022/06/27 09:06:14 - mmengine - INFO - Epoch(train) [156][1520/3757] lr: 4.685e-04 eta: 6:44:48 time: 0.260 data_time: 0.014 memory: 5036 grad_norm: 8.7520 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4136 loss: 1.4136 2022/06/27 09:06:19 - mmengine - INFO - Epoch(train) [156][1540/3757] lr: 4.685e-04 eta: 6:44:43 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 9.9158 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.5616 loss: 1.5616 2022/06/27 09:06:25 - mmengine - INFO - Epoch(train) [156][1560/3757] lr: 4.685e-04 eta: 6:44:37 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 9.2605 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7823 loss: 1.7823 2022/06/27 09:06:30 - mmengine - INFO - Epoch(train) [156][1580/3757] lr: 4.685e-04 eta: 6:44:32 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 10.7868 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8261 loss: 1.8261 2022/06/27 09:06:35 - mmengine - INFO - Epoch(train) [156][1600/3757] lr: 4.685e-04 eta: 6:44:27 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 10.7126 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.5583 loss: 1.5583 2022/06/27 09:06:40 - mmengine - INFO - Epoch(train) [156][1620/3757] lr: 4.685e-04 eta: 6:44:22 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 12.1864 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9408 loss: 1.9408 2022/06/27 09:06:46 - mmengine - INFO - Epoch(train) [156][1640/3757] lr: 4.685e-04 eta: 6:44:16 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 13.7516 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.9082 loss: 1.9082 2022/06/27 09:06:51 - mmengine - INFO - Epoch(train) [156][1660/3757] lr: 4.685e-04 eta: 6:44:11 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 11.1593 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2058 loss: 2.2058 2022/06/27 09:06:53 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 09:06:57 - mmengine - INFO - Epoch(train) [156][1680/3757] lr: 4.685e-04 eta: 6:44:06 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 11.4283 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4489 loss: 1.4489 2022/06/27 09:07:02 - mmengine - INFO - Epoch(train) [156][1700/3757] lr: 4.685e-04 eta: 6:44:01 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 10.5149 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.6074 loss: 1.6074 2022/06/27 09:07:07 - mmengine - INFO - Epoch(train) [156][1720/3757] lr: 4.685e-04 eta: 6:43:55 time: 0.271 data_time: 0.007 memory: 5036 grad_norm: 12.2426 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.6590 loss: 1.6590 2022/06/27 09:07:12 - mmengine - INFO - Epoch(train) [156][1740/3757] lr: 4.685e-04 eta: 6:43:50 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 12.9578 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4241 loss: 1.4241 2022/06/27 09:07:18 - mmengine - INFO - Epoch(train) [156][1760/3757] lr: 4.685e-04 eta: 6:43:45 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 12.4814 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 1.8916 loss: 1.8916 2022/06/27 09:07:23 - mmengine - INFO - Epoch(train) [156][1780/3757] lr: 4.685e-04 eta: 6:43:40 time: 0.507 data_time: 0.003 memory: 5036 grad_norm: 10.7745 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6126 loss: 1.6126 2022/06/27 09:07:28 - mmengine - INFO - Epoch(train) [156][1800/3757] lr: 4.685e-04 eta: 6:43:34 time: 0.271 data_time: 0.006 memory: 5036 grad_norm: 11.8651 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.5268 loss: 1.5268 2022/06/27 09:07:34 - mmengine - INFO - Epoch(train) [156][1820/3757] lr: 4.685e-04 eta: 6:43:29 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 10.0132 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3810 loss: 1.3810 2022/06/27 09:07:39 - mmengine - INFO - Epoch(train) [156][1840/3757] lr: 4.685e-04 eta: 6:43:24 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 12.7504 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.1222 loss: 2.1222 2022/06/27 09:07:44 - mmengine - INFO - Epoch(train) [156][1860/3757] lr: 4.685e-04 eta: 6:43:19 time: 0.269 data_time: 0.007 memory: 5036 grad_norm: 10.4734 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6018 loss: 1.6018 2022/06/27 09:07:50 - mmengine - INFO - Epoch(train) [156][1880/3757] lr: 4.685e-04 eta: 6:43:13 time: 0.266 data_time: 0.007 memory: 5036 grad_norm: 12.1324 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8736 loss: 1.8736 2022/06/27 09:07:55 - mmengine - INFO - Epoch(train) [156][1900/3757] lr: 4.685e-04 eta: 6:43:08 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 11.1886 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.7634 loss: 1.7634 2022/06/27 09:08:00 - mmengine - INFO - Epoch(train) [156][1920/3757] lr: 4.685e-04 eta: 6:43:03 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 12.0077 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6746 loss: 1.6746 2022/06/27 09:08:05 - mmengine - INFO - Epoch(train) [156][1940/3757] lr: 4.685e-04 eta: 6:42:58 time: 0.263 data_time: 0.007 memory: 5036 grad_norm: 11.5756 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5458 loss: 1.5458 2022/06/27 09:08:11 - mmengine - INFO - Epoch(train) [156][1960/3757] lr: 4.685e-04 eta: 6:42:52 time: 0.266 data_time: 0.007 memory: 5036 grad_norm: 11.9998 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8187 loss: 1.8187 2022/06/27 09:08:16 - mmengine - INFO - Epoch(train) [156][1980/3757] lr: 4.685e-04 eta: 6:42:47 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 14.6036 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.7075 loss: 1.7075 2022/06/27 09:08:21 - mmengine - INFO - Epoch(train) [156][2000/3757] lr: 4.685e-04 eta: 6:42:42 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 9.5957 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0722 loss: 2.0722 2022/06/27 09:08:26 - mmengine - INFO - Epoch(train) [156][2020/3757] lr: 4.685e-04 eta: 6:42:37 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 12.5022 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5684 loss: 1.5684 2022/06/27 09:08:32 - mmengine - INFO - Epoch(train) [156][2040/3757] lr: 4.685e-04 eta: 6:42:31 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 8.9459 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.3599 loss: 1.3599 2022/06/27 09:08:37 - mmengine - INFO - Epoch(train) [156][2060/3757] lr: 4.685e-04 eta: 6:42:26 time: 0.252 data_time: 0.004 memory: 5036 grad_norm: 12.1601 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.4949 loss: 1.4949 2022/06/27 09:08:42 - mmengine - INFO - Epoch(train) [156][2080/3757] lr: 4.685e-04 eta: 6:42:21 time: 0.253 data_time: 0.010 memory: 5036 grad_norm: 12.9790 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5470 loss: 1.5470 2022/06/27 09:08:47 - mmengine - INFO - Epoch(train) [156][2100/3757] lr: 4.685e-04 eta: 6:42:15 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 14.8236 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3350 loss: 1.3350 2022/06/27 09:08:53 - mmengine - INFO - Epoch(train) [156][2120/3757] lr: 4.685e-04 eta: 6:42:10 time: 0.254 data_time: 0.010 memory: 5036 grad_norm: 11.3631 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6295 loss: 1.6295 2022/06/27 09:08:58 - mmengine - INFO - Epoch(train) [156][2140/3757] lr: 4.685e-04 eta: 6:42:05 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 13.5570 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5547 loss: 1.5547 2022/06/27 09:09:03 - mmengine - INFO - Epoch(train) [156][2160/3757] lr: 4.685e-04 eta: 6:42:00 time: 0.352 data_time: 0.003 memory: 5036 grad_norm: 11.5927 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.6385 loss: 1.6385 2022/06/27 09:09:09 - mmengine - INFO - Epoch(train) [156][2180/3757] lr: 4.685e-04 eta: 6:41:54 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 10.1099 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5192 loss: 1.5192 2022/06/27 09:09:14 - mmengine - INFO - Epoch(train) [156][2200/3757] lr: 4.685e-04 eta: 6:41:49 time: 0.257 data_time: 0.010 memory: 5036 grad_norm: 11.2229 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9264 loss: 1.9264 2022/06/27 09:09:19 - mmengine - INFO - Epoch(train) [156][2220/3757] lr: 4.685e-04 eta: 6:41:44 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 12.8565 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8182 loss: 1.8182 2022/06/27 09:09:24 - mmengine - INFO - Epoch(train) [156][2240/3757] lr: 4.685e-04 eta: 6:41:39 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 11.8123 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.5840 loss: 1.5840 2022/06/27 09:09:29 - mmengine - INFO - Epoch(train) [156][2260/3757] lr: 4.685e-04 eta: 6:41:33 time: 0.264 data_time: 0.007 memory: 5036 grad_norm: 11.4060 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.5674 loss: 1.5674 2022/06/27 09:09:35 - mmengine - INFO - Epoch(train) [156][2280/3757] lr: 4.685e-04 eta: 6:41:28 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 11.2152 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.7150 loss: 1.7150 2022/06/27 09:09:40 - mmengine - INFO - Epoch(train) [156][2300/3757] lr: 4.685e-04 eta: 6:41:23 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 11.4652 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4700 loss: 1.4700 2022/06/27 09:09:46 - mmengine - INFO - Epoch(train) [156][2320/3757] lr: 4.685e-04 eta: 6:41:18 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 11.9037 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3597 loss: 1.3597 2022/06/27 09:09:51 - mmengine - INFO - Epoch(train) [156][2340/3757] lr: 4.685e-04 eta: 6:41:12 time: 0.266 data_time: 0.009 memory: 5036 grad_norm: 10.6236 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.6482 loss: 1.6482 2022/06/27 09:09:56 - mmengine - INFO - Epoch(train) [156][2360/3757] lr: 4.685e-04 eta: 6:41:07 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 11.6844 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7770 loss: 1.7770 2022/06/27 09:10:01 - mmengine - INFO - Epoch(train) [156][2380/3757] lr: 4.685e-04 eta: 6:41:02 time: 0.274 data_time: 0.003 memory: 5036 grad_norm: 13.8381 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.5945 loss: 1.5945 2022/06/27 09:10:07 - mmengine - INFO - Epoch(train) [156][2400/3757] lr: 4.685e-04 eta: 6:40:57 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 14.8752 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9172 loss: 1.9172 2022/06/27 09:10:12 - mmengine - INFO - Epoch(train) [156][2420/3757] lr: 4.685e-04 eta: 6:40:51 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 12.5374 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7520 loss: 1.7520 2022/06/27 09:10:18 - mmengine - INFO - Epoch(train) [156][2440/3757] lr: 4.685e-04 eta: 6:40:46 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 10.6602 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.9751 loss: 1.9751 2022/06/27 09:10:23 - mmengine - INFO - Epoch(train) [156][2460/3757] lr: 4.685e-04 eta: 6:40:41 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 11.9872 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5725 loss: 1.5725 2022/06/27 09:10:28 - mmengine - INFO - Epoch(train) [156][2480/3757] lr: 4.685e-04 eta: 6:40:36 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 10.1682 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.6542 loss: 1.6542 2022/06/27 09:10:33 - mmengine - INFO - Epoch(train) [156][2500/3757] lr: 4.685e-04 eta: 6:40:30 time: 0.293 data_time: 0.020 memory: 5036 grad_norm: 11.2333 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8509 loss: 1.8509 2022/06/27 09:10:39 - mmengine - INFO - Epoch(train) [156][2520/3757] lr: 4.685e-04 eta: 6:40:25 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 9.9862 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.5501 loss: 1.5501 2022/06/27 09:10:44 - mmengine - INFO - Epoch(train) [156][2540/3757] lr: 4.685e-04 eta: 6:40:20 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 10.1098 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.4024 loss: 1.4024 2022/06/27 09:10:49 - mmengine - INFO - Epoch(train) [156][2560/3757] lr: 4.685e-04 eta: 6:40:15 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 13.3009 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0340 loss: 2.0340 2022/06/27 09:10:55 - mmengine - INFO - Epoch(train) [156][2580/3757] lr: 4.685e-04 eta: 6:40:09 time: 0.260 data_time: 0.011 memory: 5036 grad_norm: 10.3559 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8053 loss: 1.8053 2022/06/27 09:11:00 - mmengine - INFO - Epoch(train) [156][2600/3757] lr: 4.685e-04 eta: 6:40:04 time: 0.274 data_time: 0.006 memory: 5036 grad_norm: 12.2825 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4191 loss: 1.4191 2022/06/27 09:11:05 - mmengine - INFO - Epoch(train) [156][2620/3757] lr: 4.685e-04 eta: 6:39:59 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 10.0101 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5337 loss: 1.5337 2022/06/27 09:11:10 - mmengine - INFO - Epoch(train) [156][2640/3757] lr: 4.685e-04 eta: 6:39:54 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 10.2664 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.5138 loss: 1.5138 2022/06/27 09:11:16 - mmengine - INFO - Epoch(train) [156][2660/3757] lr: 4.685e-04 eta: 6:39:48 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 12.6685 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6098 loss: 1.6098 2022/06/27 09:11:17 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 09:11:21 - mmengine - INFO - Epoch(train) [156][2680/3757] lr: 4.685e-04 eta: 6:39:43 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 12.1155 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4643 loss: 1.4643 2022/06/27 09:11:26 - mmengine - INFO - Epoch(train) [156][2700/3757] lr: 4.685e-04 eta: 6:39:38 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 12.0207 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6088 loss: 1.6088 2022/06/27 09:11:32 - mmengine - INFO - Epoch(train) [156][2720/3757] lr: 4.685e-04 eta: 6:39:33 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 12.1948 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9300 loss: 1.9300 2022/06/27 09:11:37 - mmengine - INFO - Epoch(train) [156][2740/3757] lr: 4.685e-04 eta: 6:39:27 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 10.9526 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.6453 loss: 1.6453 2022/06/27 09:11:42 - mmengine - INFO - Epoch(train) [156][2760/3757] lr: 4.685e-04 eta: 6:39:22 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 12.3190 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3745 loss: 1.3745 2022/06/27 09:11:47 - mmengine - INFO - Epoch(train) [156][2780/3757] lr: 4.685e-04 eta: 6:39:17 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 11.9292 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4884 loss: 1.4884 2022/06/27 09:11:53 - mmengine - INFO - Epoch(train) [156][2800/3757] lr: 4.685e-04 eta: 6:39:12 time: 0.260 data_time: 0.009 memory: 5036 grad_norm: 10.8634 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7045 loss: 1.7045 2022/06/27 09:11:58 - mmengine - INFO - Epoch(train) [156][2820/3757] lr: 4.685e-04 eta: 6:39:06 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 11.9020 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.4616 loss: 1.4616 2022/06/27 09:12:03 - mmengine - INFO - Epoch(train) [156][2840/3757] lr: 4.685e-04 eta: 6:39:01 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 11.4642 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.5062 loss: 1.5062 2022/06/27 09:12:08 - mmengine - INFO - Epoch(train) [156][2860/3757] lr: 4.685e-04 eta: 6:38:56 time: 0.272 data_time: 0.006 memory: 5036 grad_norm: 11.5929 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6244 loss: 1.6244 2022/06/27 09:12:14 - mmengine - INFO - Epoch(train) [156][2880/3757] lr: 4.685e-04 eta: 6:38:50 time: 0.269 data_time: 0.019 memory: 5036 grad_norm: 10.3967 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6757 loss: 1.6757 2022/06/27 09:12:19 - mmengine - INFO - Epoch(train) [156][2900/3757] lr: 4.685e-04 eta: 6:38:45 time: 0.268 data_time: 0.007 memory: 5036 grad_norm: 12.7350 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8153 loss: 1.8153 2022/06/27 09:12:24 - mmengine - INFO - Epoch(train) [156][2920/3757] lr: 4.685e-04 eta: 6:38:40 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 12.1559 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8550 loss: 1.8550 2022/06/27 09:12:30 - mmengine - INFO - Epoch(train) [156][2940/3757] lr: 4.685e-04 eta: 6:38:35 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 10.9737 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7402 loss: 1.7402 2022/06/27 09:12:35 - mmengine - INFO - Epoch(train) [156][2960/3757] lr: 4.685e-04 eta: 6:38:29 time: 0.263 data_time: 0.007 memory: 5036 grad_norm: 10.1810 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.8815 loss: 1.8815 2022/06/27 09:12:40 - mmengine - INFO - Epoch(train) [156][2980/3757] lr: 4.685e-04 eta: 6:38:24 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 10.3561 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3688 loss: 1.3688 2022/06/27 09:12:45 - mmengine - INFO - Epoch(train) [156][3000/3757] lr: 4.685e-04 eta: 6:38:19 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 9.6408 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4627 loss: 1.4627 2022/06/27 09:12:51 - mmengine - INFO - Epoch(train) [156][3020/3757] lr: 4.685e-04 eta: 6:38:14 time: 0.262 data_time: 0.010 memory: 5036 grad_norm: 13.0848 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8861 loss: 1.8861 2022/06/27 09:12:56 - mmengine - INFO - Epoch(train) [156][3040/3757] lr: 4.685e-04 eta: 6:38:08 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 10.8090 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5997 loss: 1.5997 2022/06/27 09:13:01 - mmengine - INFO - Epoch(train) [156][3060/3757] lr: 4.685e-04 eta: 6:38:03 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 11.9919 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.6301 loss: 1.6301 2022/06/27 09:13:07 - mmengine - INFO - Epoch(train) [156][3080/3757] lr: 4.685e-04 eta: 6:37:58 time: 0.258 data_time: 0.010 memory: 5036 grad_norm: 12.3743 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.8995 loss: 1.8995 2022/06/27 09:13:12 - mmengine - INFO - Epoch(train) [156][3100/3757] lr: 4.685e-04 eta: 6:37:53 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 11.4058 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.6438 loss: 1.6438 2022/06/27 09:13:17 - mmengine - INFO - Epoch(train) [156][3120/3757] lr: 4.685e-04 eta: 6:37:47 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 13.3460 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4555 loss: 1.4555 2022/06/27 09:13:22 - mmengine - INFO - Epoch(train) [156][3140/3757] lr: 4.685e-04 eta: 6:37:42 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 11.9225 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.1421 loss: 1.1421 2022/06/27 09:13:28 - mmengine - INFO - Epoch(train) [156][3160/3757] lr: 4.685e-04 eta: 6:37:37 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 10.2509 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7888 loss: 1.7888 2022/06/27 09:13:33 - mmengine - INFO - Epoch(train) [156][3180/3757] lr: 4.685e-04 eta: 6:37:32 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 12.5094 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.1642 loss: 1.1642 2022/06/27 09:13:38 - mmengine - INFO - Epoch(train) [156][3200/3757] lr: 4.685e-04 eta: 6:37:26 time: 0.256 data_time: 0.008 memory: 5036 grad_norm: 9.7641 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4331 loss: 1.4331 2022/06/27 09:13:44 - mmengine - INFO - Epoch(train) [156][3220/3757] lr: 4.685e-04 eta: 6:37:21 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 11.8141 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3625 loss: 1.3625 2022/06/27 09:13:49 - mmengine - INFO - Epoch(train) [156][3240/3757] lr: 4.685e-04 eta: 6:37:16 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 12.1257 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6920 loss: 1.6920 2022/06/27 09:13:54 - mmengine - INFO - Epoch(train) [156][3260/3757] lr: 4.685e-04 eta: 6:37:11 time: 0.262 data_time: 0.010 memory: 5036 grad_norm: 12.8098 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4814 loss: 1.4814 2022/06/27 09:13:59 - mmengine - INFO - Epoch(train) [156][3280/3757] lr: 4.685e-04 eta: 6:37:05 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 12.1359 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7530 loss: 1.7530 2022/06/27 09:14:05 - mmengine - INFO - Epoch(train) [156][3300/3757] lr: 4.685e-04 eta: 6:37:00 time: 0.264 data_time: 0.007 memory: 5036 grad_norm: 12.3897 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.5080 loss: 1.5080 2022/06/27 09:14:10 - mmengine - INFO - Epoch(train) [156][3320/3757] lr: 4.685e-04 eta: 6:36:55 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 10.5340 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3084 loss: 1.3084 2022/06/27 09:14:15 - mmengine - INFO - Epoch(train) [156][3340/3757] lr: 4.685e-04 eta: 6:36:50 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 14.1614 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.7020 loss: 1.7020 2022/06/27 09:14:20 - mmengine - INFO - Epoch(train) [156][3360/3757] lr: 4.685e-04 eta: 6:36:44 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 11.1940 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7368 loss: 1.7368 2022/06/27 09:14:26 - mmengine - INFO - Epoch(train) [156][3380/3757] lr: 4.685e-04 eta: 6:36:39 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 13.4608 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.7184 loss: 1.7184 2022/06/27 09:14:31 - mmengine - INFO - Epoch(train) [156][3400/3757] lr: 4.685e-04 eta: 6:36:34 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 10.6387 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7270 loss: 1.7270 2022/06/27 09:14:36 - mmengine - INFO - Epoch(train) [156][3420/3757] lr: 4.685e-04 eta: 6:36:29 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 11.7433 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4620 loss: 1.4620 2022/06/27 09:14:41 - mmengine - INFO - Epoch(train) [156][3440/3757] lr: 4.685e-04 eta: 6:36:23 time: 0.253 data_time: 0.010 memory: 5036 grad_norm: 9.9574 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6094 loss: 1.6094 2022/06/27 09:14:47 - mmengine - INFO - Epoch(train) [156][3460/3757] lr: 4.685e-04 eta: 6:36:18 time: 0.268 data_time: 0.007 memory: 5036 grad_norm: 12.1961 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3097 loss: 1.3097 2022/06/27 09:14:52 - mmengine - INFO - Epoch(train) [156][3480/3757] lr: 4.685e-04 eta: 6:36:13 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 13.7850 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.7617 loss: 1.7617 2022/06/27 09:14:57 - mmengine - INFO - Epoch(train) [156][3500/3757] lr: 4.685e-04 eta: 6:36:07 time: 0.276 data_time: 0.003 memory: 5036 grad_norm: 11.5172 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.5243 loss: 1.5243 2022/06/27 09:15:02 - mmengine - INFO - Epoch(train) [156][3520/3757] lr: 4.685e-04 eta: 6:36:02 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 12.3246 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.2448 loss: 1.2448 2022/06/27 09:15:08 - mmengine - INFO - Epoch(train) [156][3540/3757] lr: 4.685e-04 eta: 6:35:57 time: 0.265 data_time: 0.006 memory: 5036 grad_norm: 10.5942 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5863 loss: 1.5863 2022/06/27 09:15:13 - mmengine - INFO - Epoch(train) [156][3560/3757] lr: 4.685e-04 eta: 6:35:52 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 11.0157 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4264 loss: 1.4264 2022/06/27 09:15:18 - mmengine - INFO - Epoch(train) [156][3580/3757] lr: 4.685e-04 eta: 6:35:46 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 13.5410 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.7333 loss: 1.7333 2022/06/27 09:15:24 - mmengine - INFO - Epoch(train) [156][3600/3757] lr: 4.685e-04 eta: 6:35:41 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 11.1222 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.5616 loss: 1.5616 2022/06/27 09:15:29 - mmengine - INFO - Epoch(train) [156][3620/3757] lr: 4.685e-04 eta: 6:35:36 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 10.3264 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 1.8325 loss: 1.8325 2022/06/27 09:15:34 - mmengine - INFO - Epoch(train) [156][3640/3757] lr: 4.685e-04 eta: 6:35:31 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 12.7858 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4937 loss: 1.4937 2022/06/27 09:15:39 - mmengine - INFO - Epoch(train) [156][3660/3757] lr: 4.685e-04 eta: 6:35:25 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 11.8469 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.6077 loss: 1.6077 2022/06/27 09:15:41 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 09:15:45 - mmengine - INFO - Epoch(train) [156][3680/3757] lr: 4.685e-04 eta: 6:35:20 time: 0.267 data_time: 0.006 memory: 5036 grad_norm: 9.8323 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7839 loss: 1.7839 2022/06/27 09:15:50 - mmengine - INFO - Epoch(train) [156][3700/3757] lr: 4.685e-04 eta: 6:35:15 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 13.2874 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.3900 loss: 1.3900 2022/06/27 09:15:55 - mmengine - INFO - Epoch(train) [156][3720/3757] lr: 4.685e-04 eta: 6:35:10 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 10.4935 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2559 loss: 1.2559 2022/06/27 09:16:01 - mmengine - INFO - Epoch(train) [156][3740/3757] lr: 4.685e-04 eta: 6:35:04 time: 0.243 data_time: 0.006 memory: 5036 grad_norm: 9.5096 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.9272 loss: 1.9272 2022/06/27 09:16:05 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 09:16:05 - mmengine - INFO - Saving checkpoint at 156 epochs 2022/06/27 09:16:18 - mmengine - INFO - Epoch(val) [156][20/310] eta: 0:01:41 time: 0.113 data_time: 0.011 memory: 5036 2022/06/27 09:16:23 - mmengine - INFO - Epoch(val) [156][40/310] eta: 0:01:33 time: 0.102 data_time: 0.001 memory: 1723 2022/06/27 09:16:28 - mmengine - INFO - Epoch(val) [156][60/310] eta: 0:00:26 time: 0.104 data_time: 0.002 memory: 1723 2022/06/27 09:16:32 - mmengine - INFO - Epoch(val) [156][80/310] eta: 0:00:24 time: 0.103 data_time: 0.002 memory: 1723 2022/06/27 09:16:39 - mmengine - INFO - Epoch(val) [156][100/310] eta: 0:01:15 time: 0.103 data_time: 0.002 memory: 1723 2022/06/27 09:16:44 - mmengine - INFO - Epoch(val) [156][120/310] eta: 0:01:13 time: 0.103 data_time: 0.002 memory: 1723 2022/06/27 09:16:49 - mmengine - INFO - Epoch(val) [156][140/310] eta: 0:00:17 time: 0.104 data_time: 0.002 memory: 1723 2022/06/27 09:16:53 - mmengine - INFO - Epoch(val) [156][160/310] eta: 0:00:15 time: 0.104 data_time: 0.002 memory: 1723 2022/06/27 09:17:00 - mmengine - INFO - Epoch(val) [156][180/310] eta: 0:00:47 time: 0.103 data_time: 0.001 memory: 1723 2022/06/27 09:17:05 - mmengine - INFO - Epoch(val) [156][200/310] eta: 0:00:39 time: 0.109 data_time: 0.002 memory: 1723 2022/06/27 09:17:09 - mmengine - INFO - Epoch(val) [156][220/310] eta: 0:00:09 time: 0.103 data_time: 0.002 memory: 1723 2022/06/27 09:17:14 - mmengine - INFO - Epoch(val) [156][240/310] eta: 0:00:07 time: 0.108 data_time: 0.002 memory: 1723 2022/06/27 09:17:21 - mmengine - INFO - Epoch(val) [156][260/310] eta: 0:00:17 time: 0.103 data_time: 0.002 memory: 1723 2022/06/27 09:17:25 - mmengine - INFO - Epoch(val) [156][280/310] eta: 0:00:08 time: 0.119 data_time: 0.001 memory: 1723 2022/06/27 09:17:27 - mmengine - INFO - Epoch(val) [156][300/310] eta: 0:00:00 time: 0.097 data_time: 0.001 memory: 1723 2022/06/27 09:17:29 - mmengine - INFO - Epoch(val) [156][310/310] acc/top1: 0.6066 acc/top5: 0.8246 acc/mean1: 0.6065 2022/06/27 09:17:40 - mmengine - INFO - Epoch(train) [157][20/3757] lr: 4.323e-04 eta: 6:34:55 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 12.2102 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7150 loss: 1.7150 2022/06/27 09:17:45 - mmengine - INFO - Epoch(train) [157][40/3757] lr: 4.323e-04 eta: 6:34:50 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 12.3468 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9406 loss: 1.9406 2022/06/27 09:17:50 - mmengine - INFO - Epoch(train) [157][60/3757] lr: 4.323e-04 eta: 6:34:45 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 12.6666 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5695 loss: 1.5695 2022/06/27 09:17:56 - mmengine - INFO - Epoch(train) [157][80/3757] lr: 4.323e-04 eta: 6:34:39 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 11.6611 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.6612 loss: 1.6612 2022/06/27 09:18:01 - mmengine - INFO - Epoch(train) [157][100/3757] lr: 4.323e-04 eta: 6:34:34 time: 0.274 data_time: 0.004 memory: 5036 grad_norm: 13.4170 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.7210 loss: 1.7210 2022/06/27 09:18:06 - mmengine - INFO - Epoch(train) [157][120/3757] lr: 4.323e-04 eta: 6:34:29 time: 0.280 data_time: 0.003 memory: 5036 grad_norm: 13.4775 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9161 loss: 1.9161 2022/06/27 09:18:12 - mmengine - INFO - Epoch(train) [157][140/3757] lr: 4.323e-04 eta: 6:34:24 time: 0.253 data_time: 0.004 memory: 5036 grad_norm: 12.7574 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5527 loss: 1.5527 2022/06/27 09:18:17 - mmengine - INFO - Epoch(train) [157][160/3757] lr: 4.323e-04 eta: 6:34:18 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 14.4305 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6378 loss: 1.6378 2022/06/27 09:18:22 - mmengine - INFO - Epoch(train) [157][180/3757] lr: 4.323e-04 eta: 6:34:13 time: 0.262 data_time: 0.018 memory: 5036 grad_norm: 11.7591 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5971 loss: 1.5971 2022/06/27 09:18:28 - mmengine - INFO - Epoch(train) [157][200/3757] lr: 4.323e-04 eta: 6:34:08 time: 0.281 data_time: 0.003 memory: 5036 grad_norm: 11.6555 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2871 loss: 1.2871 2022/06/27 09:18:33 - mmengine - INFO - Epoch(train) [157][220/3757] lr: 4.323e-04 eta: 6:34:03 time: 0.256 data_time: 0.004 memory: 5036 grad_norm: 10.5978 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4048 loss: 1.4048 2022/06/27 09:18:38 - mmengine - INFO - Epoch(train) [157][240/3757] lr: 4.323e-04 eta: 6:33:57 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 11.6381 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3219 loss: 1.3219 2022/06/27 09:18:44 - mmengine - INFO - Epoch(train) [157][260/3757] lr: 4.323e-04 eta: 6:33:52 time: 0.273 data_time: 0.003 memory: 5036 grad_norm: 11.9231 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6551 loss: 1.6551 2022/06/27 09:18:49 - mmengine - INFO - Epoch(train) [157][280/3757] lr: 4.323e-04 eta: 6:33:47 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 10.5121 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.2008 loss: 1.2008 2022/06/27 09:18:54 - mmengine - INFO - Epoch(train) [157][300/3757] lr: 4.323e-04 eta: 6:33:42 time: 0.356 data_time: 0.076 memory: 5036 grad_norm: 13.0046 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.1948 loss: 1.1948 2022/06/27 09:19:00 - mmengine - INFO - Epoch(train) [157][320/3757] lr: 4.323e-04 eta: 6:33:36 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 10.4700 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.9516 loss: 1.9516 2022/06/27 09:19:05 - mmengine - INFO - Epoch(train) [157][340/3757] lr: 4.323e-04 eta: 6:33:31 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 12.2166 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.5655 loss: 1.5655 2022/06/27 09:19:10 - mmengine - INFO - Epoch(train) [157][360/3757] lr: 4.323e-04 eta: 6:33:26 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 11.1889 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2594 loss: 2.2594 2022/06/27 09:19:16 - mmengine - INFO - Epoch(train) [157][380/3757] lr: 4.323e-04 eta: 6:33:21 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 12.4244 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6565 loss: 1.6565 2022/06/27 09:19:21 - mmengine - INFO - Epoch(train) [157][400/3757] lr: 4.323e-04 eta: 6:33:15 time: 0.258 data_time: 0.008 memory: 5036 grad_norm: 11.4767 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4867 loss: 1.4867 2022/06/27 09:19:26 - mmengine - INFO - Epoch(train) [157][420/3757] lr: 4.323e-04 eta: 6:33:10 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 12.8093 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.5950 loss: 1.5950 2022/06/27 09:19:31 - mmengine - INFO - Epoch(train) [157][440/3757] lr: 4.323e-04 eta: 6:33:05 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 11.3717 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.6138 loss: 1.6138 2022/06/27 09:19:37 - mmengine - INFO - Epoch(train) [157][460/3757] lr: 4.323e-04 eta: 6:33:00 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 12.6417 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.2725 loss: 1.2725 2022/06/27 09:19:42 - mmengine - INFO - Epoch(train) [157][480/3757] lr: 4.323e-04 eta: 6:32:54 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 11.9953 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4827 loss: 1.4827 2022/06/27 09:19:47 - mmengine - INFO - Epoch(train) [157][500/3757] lr: 4.323e-04 eta: 6:32:49 time: 0.251 data_time: 0.007 memory: 5036 grad_norm: 12.7635 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9313 loss: 1.9313 2022/06/27 09:19:53 - mmengine - INFO - Epoch(train) [157][520/3757] lr: 4.323e-04 eta: 6:32:44 time: 0.251 data_time: 0.007 memory: 5036 grad_norm: 12.7169 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9280 loss: 1.9280 2022/06/27 09:19:58 - mmengine - INFO - Epoch(train) [157][540/3757] lr: 4.323e-04 eta: 6:32:39 time: 0.264 data_time: 0.012 memory: 5036 grad_norm: 10.3609 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2288 loss: 1.2288 2022/06/27 09:20:03 - mmengine - INFO - Epoch(train) [157][560/3757] lr: 4.323e-04 eta: 6:32:33 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 14.4325 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0310 loss: 2.0310 2022/06/27 09:20:09 - mmengine - INFO - Epoch(train) [157][580/3757] lr: 4.323e-04 eta: 6:32:28 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 9.5800 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5688 loss: 1.5688 2022/06/27 09:20:14 - mmengine - INFO - Epoch(train) [157][600/3757] lr: 4.323e-04 eta: 6:32:23 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 13.5893 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.7350 loss: 1.7350 2022/06/27 09:20:19 - mmengine - INFO - Epoch(train) [157][620/3757] lr: 4.323e-04 eta: 6:32:18 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 12.4230 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.8433 loss: 1.8433 2022/06/27 09:20:24 - mmengine - INFO - Epoch(train) [157][640/3757] lr: 4.323e-04 eta: 6:32:12 time: 0.274 data_time: 0.003 memory: 5036 grad_norm: 9.4676 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0142 loss: 2.0142 2022/06/27 09:20:30 - mmengine - INFO - Epoch(train) [157][660/3757] lr: 4.323e-04 eta: 6:32:07 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 12.1699 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0521 loss: 2.0521 2022/06/27 09:20:35 - mmengine - INFO - Epoch(train) [157][680/3757] lr: 4.323e-04 eta: 6:32:02 time: 0.264 data_time: 0.009 memory: 5036 grad_norm: 9.7305 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.1628 loss: 1.1628 2022/06/27 09:20:40 - mmengine - INFO - Epoch(train) [157][700/3757] lr: 4.323e-04 eta: 6:31:56 time: 0.264 data_time: 0.010 memory: 5036 grad_norm: 10.9052 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6495 loss: 1.6495 2022/06/27 09:20:46 - mmengine - INFO - Epoch(train) [157][720/3757] lr: 4.323e-04 eta: 6:31:51 time: 0.266 data_time: 0.003 memory: 5036 grad_norm: 10.5974 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6151 loss: 1.6151 2022/06/27 09:20:51 - mmengine - INFO - Epoch(train) [157][740/3757] lr: 4.323e-04 eta: 6:31:46 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 8.8390 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6301 loss: 1.6301 2022/06/27 09:20:56 - mmengine - INFO - Epoch(train) [157][760/3757] lr: 4.323e-04 eta: 6:31:41 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 12.1614 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3747 loss: 1.3747 2022/06/27 09:21:01 - mmengine - INFO - Epoch(train) [157][780/3757] lr: 4.323e-04 eta: 6:31:35 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 12.6106 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.2599 loss: 1.2599 2022/06/27 09:21:07 - mmengine - INFO - Epoch(train) [157][800/3757] lr: 4.323e-04 eta: 6:31:30 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 12.0380 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4614 loss: 1.4614 2022/06/27 09:21:12 - mmengine - INFO - Epoch(train) [157][820/3757] lr: 4.323e-04 eta: 6:31:25 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 12.9071 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3148 loss: 1.3148 2022/06/27 09:21:17 - mmengine - INFO - Epoch(train) [157][840/3757] lr: 4.323e-04 eta: 6:31:20 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 12.2100 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5149 loss: 1.5149 2022/06/27 09:21:22 - mmengine - INFO - Epoch(train) [157][860/3757] lr: 4.323e-04 eta: 6:31:14 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 12.1329 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1393 loss: 2.1393 2022/06/27 09:21:28 - mmengine - INFO - Epoch(train) [157][880/3757] lr: 4.323e-04 eta: 6:31:09 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 15.1294 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.6331 loss: 1.6331 2022/06/27 09:21:33 - mmengine - INFO - Epoch(train) [157][900/3757] lr: 4.323e-04 eta: 6:31:04 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 10.9580 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5921 loss: 1.5921 2022/06/27 09:21:35 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 09:21:38 - mmengine - INFO - Epoch(train) [157][920/3757] lr: 4.323e-04 eta: 6:30:59 time: 0.265 data_time: 0.007 memory: 5036 grad_norm: 11.0237 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.1595 loss: 1.1595 2022/06/27 09:21:43 - mmengine - INFO - Epoch(train) [157][940/3757] lr: 4.323e-04 eta: 6:30:53 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 11.0739 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.4152 loss: 1.4152 2022/06/27 09:21:49 - mmengine - INFO - Epoch(train) [157][960/3757] lr: 4.323e-04 eta: 6:30:48 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 12.7785 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3951 loss: 1.3951 2022/06/27 09:21:54 - mmengine - INFO - Epoch(train) [157][980/3757] lr: 4.323e-04 eta: 6:30:43 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 12.3214 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4600 loss: 1.4600 2022/06/27 09:21:59 - mmengine - INFO - Epoch(train) [157][1000/3757] lr: 4.323e-04 eta: 6:30:38 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 10.9775 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.7953 loss: 1.7953 2022/06/27 09:22:05 - mmengine - INFO - Epoch(train) [157][1020/3757] lr: 4.323e-04 eta: 6:30:32 time: 0.256 data_time: 0.008 memory: 5036 grad_norm: 12.6047 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 1.9368 loss: 1.9368 2022/06/27 09:22:10 - mmengine - INFO - Epoch(train) [157][1040/3757] lr: 4.323e-04 eta: 6:30:27 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 12.4763 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9551 loss: 1.9551 2022/06/27 09:22:15 - mmengine - INFO - Epoch(train) [157][1060/3757] lr: 4.323e-04 eta: 6:30:22 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 12.2646 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4830 loss: 1.4830 2022/06/27 09:22:21 - mmengine - INFO - Epoch(train) [157][1080/3757] lr: 4.323e-04 eta: 6:30:17 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 11.4822 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.0831 loss: 1.0831 2022/06/27 09:22:26 - mmengine - INFO - Epoch(train) [157][1100/3757] lr: 4.323e-04 eta: 6:30:11 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 12.4718 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.6752 loss: 1.6752 2022/06/27 09:22:31 - mmengine - INFO - Epoch(train) [157][1120/3757] lr: 4.323e-04 eta: 6:30:06 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 11.8036 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9360 loss: 1.9360 2022/06/27 09:22:36 - mmengine - INFO - Epoch(train) [157][1140/3757] lr: 4.323e-04 eta: 6:30:01 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 12.1305 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.7012 loss: 1.7012 2022/06/27 09:22:42 - mmengine - INFO - Epoch(train) [157][1160/3757] lr: 4.323e-04 eta: 6:29:56 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 12.3115 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7445 loss: 1.7445 2022/06/27 09:22:47 - mmengine - INFO - Epoch(train) [157][1180/3757] lr: 4.323e-04 eta: 6:29:50 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 12.6222 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.1670 loss: 2.1670 2022/06/27 09:22:52 - mmengine - INFO - Epoch(train) [157][1200/3757] lr: 4.323e-04 eta: 6:29:45 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 12.6462 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4685 loss: 1.4685 2022/06/27 09:22:57 - mmengine - INFO - Epoch(train) [157][1220/3757] lr: 4.323e-04 eta: 6:29:40 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 13.1606 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8033 loss: 1.8033 2022/06/27 09:23:03 - mmengine - INFO - Epoch(train) [157][1240/3757] lr: 4.323e-04 eta: 6:29:34 time: 0.265 data_time: 0.006 memory: 5036 grad_norm: 12.8313 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7371 loss: 1.7371 2022/06/27 09:23:08 - mmengine - INFO - Epoch(train) [157][1260/3757] lr: 4.323e-04 eta: 6:29:29 time: 0.250 data_time: 0.007 memory: 5036 grad_norm: 12.0890 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7850 loss: 1.7850 2022/06/27 09:23:13 - mmengine - INFO - Epoch(train) [157][1280/3757] lr: 4.323e-04 eta: 6:29:24 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 11.2995 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4163 loss: 1.4163 2022/06/27 09:23:18 - mmengine - INFO - Epoch(train) [157][1300/3757] lr: 4.323e-04 eta: 6:29:19 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 12.1684 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4687 loss: 1.4687 2022/06/27 09:23:24 - mmengine - INFO - Epoch(train) [157][1320/3757] lr: 4.323e-04 eta: 6:29:13 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 10.3154 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8848 loss: 1.8848 2022/06/27 09:23:29 - mmengine - INFO - Epoch(train) [157][1340/3757] lr: 4.323e-04 eta: 6:29:08 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 12.2509 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6106 loss: 1.6106 2022/06/27 09:23:34 - mmengine - INFO - Epoch(train) [157][1360/3757] lr: 4.323e-04 eta: 6:29:03 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 12.0828 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4556 loss: 1.4556 2022/06/27 09:23:40 - mmengine - INFO - Epoch(train) [157][1380/3757] lr: 4.323e-04 eta: 6:28:58 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 10.2292 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4604 loss: 1.4604 2022/06/27 09:23:45 - mmengine - INFO - Epoch(train) [157][1400/3757] lr: 4.323e-04 eta: 6:28:52 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 10.5151 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.8035 loss: 1.8035 2022/06/27 09:23:50 - mmengine - INFO - Epoch(train) [157][1420/3757] lr: 4.323e-04 eta: 6:28:47 time: 0.263 data_time: 0.007 memory: 5036 grad_norm: 11.1788 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5068 loss: 1.5068 2022/06/27 09:23:56 - mmengine - INFO - Epoch(train) [157][1440/3757] lr: 4.323e-04 eta: 6:28:42 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 12.1984 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.6407 loss: 1.6407 2022/06/27 09:24:01 - mmengine - INFO - Epoch(train) [157][1460/3757] lr: 4.323e-04 eta: 6:28:37 time: 0.269 data_time: 0.005 memory: 5036 grad_norm: 12.0256 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7240 loss: 1.7240 2022/06/27 09:24:06 - mmengine - INFO - Epoch(train) [157][1480/3757] lr: 4.323e-04 eta: 6:28:31 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 11.4553 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8342 loss: 1.8342 2022/06/27 09:24:11 - mmengine - INFO - Epoch(train) [157][1500/3757] lr: 4.323e-04 eta: 6:28:26 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 11.6834 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9849 loss: 1.9849 2022/06/27 09:24:17 - mmengine - INFO - Epoch(train) [157][1520/3757] lr: 4.323e-04 eta: 6:28:21 time: 0.258 data_time: 0.014 memory: 5036 grad_norm: 13.2738 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.9418 loss: 1.9418 2022/06/27 09:24:22 - mmengine - INFO - Epoch(train) [157][1540/3757] lr: 4.323e-04 eta: 6:28:16 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 11.9689 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7485 loss: 1.7485 2022/06/27 09:24:27 - mmengine - INFO - Epoch(train) [157][1560/3757] lr: 4.323e-04 eta: 6:28:10 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 12.4757 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.1397 loss: 1.1397 2022/06/27 09:24:32 - mmengine - INFO - Epoch(train) [157][1580/3757] lr: 4.323e-04 eta: 6:28:05 time: 0.258 data_time: 0.010 memory: 5036 grad_norm: 12.3710 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.7003 loss: 1.7003 2022/06/27 09:24:38 - mmengine - INFO - Epoch(train) [157][1600/3757] lr: 4.323e-04 eta: 6:28:00 time: 0.261 data_time: 0.010 memory: 5036 grad_norm: 12.8031 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.6626 loss: 1.6626 2022/06/27 09:24:43 - mmengine - INFO - Epoch(train) [157][1620/3757] lr: 4.323e-04 eta: 6:27:55 time: 0.255 data_time: 0.008 memory: 5036 grad_norm: 13.0152 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6673 loss: 1.6673 2022/06/27 09:24:48 - mmengine - INFO - Epoch(train) [157][1640/3757] lr: 4.323e-04 eta: 6:27:49 time: 0.256 data_time: 0.010 memory: 5036 grad_norm: 10.9964 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.9673 loss: 1.9673 2022/06/27 09:24:53 - mmengine - INFO - Epoch(train) [157][1660/3757] lr: 4.323e-04 eta: 6:27:44 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 12.7027 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7096 loss: 1.7096 2022/06/27 09:24:59 - mmengine - INFO - Epoch(train) [157][1680/3757] lr: 4.323e-04 eta: 6:27:39 time: 0.263 data_time: 0.007 memory: 5036 grad_norm: 12.7687 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.6435 loss: 1.6435 2022/06/27 09:25:04 - mmengine - INFO - Epoch(train) [157][1700/3757] lr: 4.323e-04 eta: 6:27:34 time: 0.255 data_time: 0.013 memory: 5036 grad_norm: 9.9128 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5203 loss: 1.5203 2022/06/27 09:25:09 - mmengine - INFO - Epoch(train) [157][1720/3757] lr: 4.323e-04 eta: 6:27:28 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 12.0124 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7105 loss: 1.7105 2022/06/27 09:25:15 - mmengine - INFO - Epoch(train) [157][1740/3757] lr: 4.323e-04 eta: 6:27:23 time: 0.333 data_time: 0.038 memory: 5036 grad_norm: 13.7890 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4119 loss: 1.4119 2022/06/27 09:25:20 - mmengine - INFO - Epoch(train) [157][1760/3757] lr: 4.323e-04 eta: 6:27:18 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 9.7163 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5072 loss: 1.5072 2022/06/27 09:25:25 - mmengine - INFO - Epoch(train) [157][1780/3757] lr: 4.323e-04 eta: 6:27:13 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 13.0630 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3458 loss: 1.3458 2022/06/27 09:25:31 - mmengine - INFO - Epoch(train) [157][1800/3757] lr: 4.323e-04 eta: 6:27:07 time: 0.258 data_time: 0.010 memory: 5036 grad_norm: 11.1061 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.3653 loss: 1.3653 2022/06/27 09:25:36 - mmengine - INFO - Epoch(train) [157][1820/3757] lr: 4.323e-04 eta: 6:27:02 time: 0.256 data_time: 0.008 memory: 5036 grad_norm: 13.5631 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.0996 loss: 1.0996 2022/06/27 09:25:41 - mmengine - INFO - Epoch(train) [157][1840/3757] lr: 4.323e-04 eta: 6:26:57 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 13.3323 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.8449 loss: 1.8449 2022/06/27 09:25:47 - mmengine - INFO - Epoch(train) [157][1860/3757] lr: 4.323e-04 eta: 6:26:52 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 10.8584 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5201 loss: 1.5201 2022/06/27 09:25:52 - mmengine - INFO - Epoch(train) [157][1880/3757] lr: 4.323e-04 eta: 6:26:46 time: 0.259 data_time: 0.009 memory: 5036 grad_norm: 11.1260 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9355 loss: 1.9355 2022/06/27 09:25:57 - mmengine - INFO - Epoch(train) [157][1900/3757] lr: 4.323e-04 eta: 6:26:41 time: 0.257 data_time: 0.010 memory: 5036 grad_norm: 11.4838 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2466 loss: 1.2466 2022/06/27 09:25:59 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 09:26:02 - mmengine - INFO - Epoch(train) [157][1920/3757] lr: 4.323e-04 eta: 6:26:36 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 11.5421 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.2215 loss: 1.2215 2022/06/27 09:26:08 - mmengine - INFO - Epoch(train) [157][1940/3757] lr: 4.323e-04 eta: 6:26:31 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 15.0323 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3017 loss: 1.3017 2022/06/27 09:26:13 - mmengine - INFO - Epoch(train) [157][1960/3757] lr: 4.323e-04 eta: 6:26:25 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 9.6543 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7163 loss: 1.7163 2022/06/27 09:26:18 - mmengine - INFO - Epoch(train) [157][1980/3757] lr: 4.323e-04 eta: 6:26:20 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 9.7388 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.7739 loss: 1.7739 2022/06/27 09:26:23 - mmengine - INFO - Epoch(train) [157][2000/3757] lr: 4.323e-04 eta: 6:26:15 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 12.0733 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.8619 loss: 1.8619 2022/06/27 09:26:29 - mmengine - INFO - Epoch(train) [157][2020/3757] lr: 4.323e-04 eta: 6:26:09 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 10.8911 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6366 loss: 1.6366 2022/06/27 09:26:34 - mmengine - INFO - Epoch(train) [157][2040/3757] lr: 4.323e-04 eta: 6:26:04 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 11.8052 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.3963 loss: 1.3963 2022/06/27 09:26:39 - mmengine - INFO - Epoch(train) [157][2060/3757] lr: 4.323e-04 eta: 6:25:59 time: 0.270 data_time: 0.009 memory: 5036 grad_norm: 12.4945 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5386 loss: 1.5386 2022/06/27 09:26:44 - mmengine - INFO - Epoch(train) [157][2080/3757] lr: 4.323e-04 eta: 6:25:54 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 12.2623 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3525 loss: 1.3525 2022/06/27 09:26:50 - mmengine - INFO - Epoch(train) [157][2100/3757] lr: 4.323e-04 eta: 6:25:48 time: 0.255 data_time: 0.008 memory: 5036 grad_norm: 12.1619 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6674 loss: 1.6674 2022/06/27 09:26:55 - mmengine - INFO - Epoch(train) [157][2120/3757] lr: 4.323e-04 eta: 6:25:43 time: 0.270 data_time: 0.021 memory: 5036 grad_norm: 12.4130 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.6223 loss: 1.6223 2022/06/27 09:27:00 - mmengine - INFO - Epoch(train) [157][2140/3757] lr: 4.323e-04 eta: 6:25:38 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 10.8669 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.5294 loss: 1.5294 2022/06/27 09:27:05 - mmengine - INFO - Epoch(train) [157][2160/3757] lr: 4.323e-04 eta: 6:25:33 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 10.9946 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.4419 loss: 1.4419 2022/06/27 09:27:11 - mmengine - INFO - Epoch(train) [157][2180/3757] lr: 4.323e-04 eta: 6:25:27 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 11.6530 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7495 loss: 1.7495 2022/06/27 09:27:16 - mmengine - INFO - Epoch(train) [157][2200/3757] lr: 4.323e-04 eta: 6:25:22 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 12.5804 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.3654 loss: 1.3654 2022/06/27 09:27:21 - mmengine - INFO - Epoch(train) [157][2220/3757] lr: 4.323e-04 eta: 6:25:17 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 10.8331 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6997 loss: 1.6997 2022/06/27 09:27:27 - mmengine - INFO - Epoch(train) [157][2240/3757] lr: 4.323e-04 eta: 6:25:12 time: 0.255 data_time: 0.010 memory: 5036 grad_norm: 10.2403 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3783 loss: 1.3783 2022/06/27 09:27:32 - mmengine - INFO - Epoch(train) [157][2260/3757] lr: 4.323e-04 eta: 6:25:06 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 13.3147 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 1.7607 loss: 1.7607 2022/06/27 09:27:37 - mmengine - INFO - Epoch(train) [157][2280/3757] lr: 4.323e-04 eta: 6:25:01 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 14.5774 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.5647 loss: 1.5647 2022/06/27 09:27:42 - mmengine - INFO - Epoch(train) [157][2300/3757] lr: 4.323e-04 eta: 6:24:56 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 9.4008 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2890 loss: 1.2890 2022/06/27 09:27:48 - mmengine - INFO - Epoch(train) [157][2320/3757] lr: 4.323e-04 eta: 6:24:51 time: 0.258 data_time: 0.010 memory: 5036 grad_norm: 12.3887 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5606 loss: 1.5606 2022/06/27 09:27:53 - mmengine - INFO - Epoch(train) [157][2340/3757] lr: 4.323e-04 eta: 6:24:45 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 12.4477 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6316 loss: 1.6316 2022/06/27 09:27:58 - mmengine - INFO - Epoch(train) [157][2360/3757] lr: 4.323e-04 eta: 6:24:40 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 10.2878 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7542 loss: 1.7542 2022/06/27 09:28:03 - mmengine - INFO - Epoch(train) [157][2380/3757] lr: 4.323e-04 eta: 6:24:35 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 14.3755 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2650 loss: 1.2650 2022/06/27 09:28:09 - mmengine - INFO - Epoch(train) [157][2400/3757] lr: 4.323e-04 eta: 6:24:30 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 11.5050 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.6314 loss: 1.6314 2022/06/27 09:28:14 - mmengine - INFO - Epoch(train) [157][2420/3757] lr: 4.323e-04 eta: 6:24:24 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 10.6993 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.7438 loss: 1.7438 2022/06/27 09:28:19 - mmengine - INFO - Epoch(train) [157][2440/3757] lr: 4.323e-04 eta: 6:24:19 time: 0.266 data_time: 0.003 memory: 5036 grad_norm: 10.8451 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.8629 loss: 1.8629 2022/06/27 09:28:25 - mmengine - INFO - Epoch(train) [157][2460/3757] lr: 4.323e-04 eta: 6:24:14 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 13.2529 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5899 loss: 1.5899 2022/06/27 09:28:30 - mmengine - INFO - Epoch(train) [157][2480/3757] lr: 4.323e-04 eta: 6:24:09 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 10.6758 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.9610 loss: 1.9610 2022/06/27 09:28:35 - mmengine - INFO - Epoch(train) [157][2500/3757] lr: 4.323e-04 eta: 6:24:03 time: 0.286 data_time: 0.023 memory: 5036 grad_norm: 13.0081 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.8066 loss: 1.8066 2022/06/27 09:28:41 - mmengine - INFO - Epoch(train) [157][2520/3757] lr: 4.323e-04 eta: 6:23:58 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 9.4659 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8039 loss: 1.8039 2022/06/27 09:28:46 - mmengine - INFO - Epoch(train) [157][2540/3757] lr: 4.323e-04 eta: 6:23:53 time: 0.251 data_time: 0.008 memory: 5036 grad_norm: 10.7418 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4267 loss: 1.4267 2022/06/27 09:28:51 - mmengine - INFO - Epoch(train) [157][2560/3757] lr: 4.323e-04 eta: 6:23:47 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 13.0741 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5982 loss: 1.5982 2022/06/27 09:28:56 - mmengine - INFO - Epoch(train) [157][2580/3757] lr: 4.323e-04 eta: 6:23:42 time: 0.266 data_time: 0.007 memory: 5036 grad_norm: 13.1157 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5269 loss: 1.5269 2022/06/27 09:29:02 - mmengine - INFO - Epoch(train) [157][2600/3757] lr: 4.323e-04 eta: 6:23:37 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 12.1786 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 1.7344 loss: 1.7344 2022/06/27 09:29:07 - mmengine - INFO - Epoch(train) [157][2620/3757] lr: 4.323e-04 eta: 6:23:32 time: 0.258 data_time: 0.010 memory: 5036 grad_norm: 11.1050 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.4219 loss: 1.4219 2022/06/27 09:29:12 - mmengine - INFO - Epoch(train) [157][2640/3757] lr: 4.323e-04 eta: 6:23:26 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 10.7330 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4501 loss: 1.4501 2022/06/27 09:29:17 - mmengine - INFO - Epoch(train) [157][2660/3757] lr: 4.323e-04 eta: 6:23:21 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 12.0423 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2793 loss: 1.2793 2022/06/27 09:29:23 - mmengine - INFO - Epoch(train) [157][2680/3757] lr: 4.323e-04 eta: 6:23:16 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 11.5461 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0119 loss: 2.0119 2022/06/27 09:29:28 - mmengine - INFO - Epoch(train) [157][2700/3757] lr: 4.323e-04 eta: 6:23:11 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 11.8196 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.7275 loss: 1.7275 2022/06/27 09:29:33 - mmengine - INFO - Epoch(train) [157][2720/3757] lr: 4.323e-04 eta: 6:23:05 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 11.7257 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.1975 loss: 1.1975 2022/06/27 09:29:39 - mmengine - INFO - Epoch(train) [157][2740/3757] lr: 4.323e-04 eta: 6:23:00 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 13.6987 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 1.7835 loss: 1.7835 2022/06/27 09:29:44 - mmengine - INFO - Epoch(train) [157][2760/3757] lr: 4.323e-04 eta: 6:22:55 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 11.4493 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7382 loss: 1.7382 2022/06/27 09:29:49 - mmengine - INFO - Epoch(train) [157][2780/3757] lr: 4.323e-04 eta: 6:22:50 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 12.0594 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5571 loss: 1.5571 2022/06/27 09:29:54 - mmengine - INFO - Epoch(train) [157][2800/3757] lr: 4.323e-04 eta: 6:22:44 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 12.0892 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5862 loss: 1.5862 2022/06/27 09:30:00 - mmengine - INFO - Epoch(train) [157][2820/3757] lr: 4.323e-04 eta: 6:22:39 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 12.9570 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.5365 loss: 1.5365 2022/06/27 09:30:05 - mmengine - INFO - Epoch(train) [157][2840/3757] lr: 4.323e-04 eta: 6:22:34 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 12.9911 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5119 loss: 1.5119 2022/06/27 09:30:10 - mmengine - INFO - Epoch(train) [157][2860/3757] lr: 4.323e-04 eta: 6:22:29 time: 0.263 data_time: 0.009 memory: 5036 grad_norm: 11.7102 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4315 loss: 1.4315 2022/06/27 09:30:16 - mmengine - INFO - Epoch(train) [157][2880/3757] lr: 4.323e-04 eta: 6:22:23 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 10.1187 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8866 loss: 1.8866 2022/06/27 09:30:21 - mmengine - INFO - Epoch(train) [157][2900/3757] lr: 4.323e-04 eta: 6:22:18 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 9.2959 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6229 loss: 1.6229 2022/06/27 09:30:23 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 09:30:26 - mmengine - INFO - Epoch(train) [157][2920/3757] lr: 4.323e-04 eta: 6:22:13 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 9.7456 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8702 loss: 1.8702 2022/06/27 09:30:31 - mmengine - INFO - Epoch(train) [157][2940/3757] lr: 4.323e-04 eta: 6:22:08 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 15.0957 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5355 loss: 1.5355 2022/06/27 09:30:37 - mmengine - INFO - Epoch(train) [157][2960/3757] lr: 4.323e-04 eta: 6:22:02 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 10.6528 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4868 loss: 1.4868 2022/06/27 09:30:42 - mmengine - INFO - Epoch(train) [157][2980/3757] lr: 4.323e-04 eta: 6:21:57 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 10.2249 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2008 loss: 1.2008 2022/06/27 09:30:47 - mmengine - INFO - Epoch(train) [157][3000/3757] lr: 4.323e-04 eta: 6:21:52 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 12.3156 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.6881 loss: 1.6881 2022/06/27 09:30:52 - mmengine - INFO - Epoch(train) [157][3020/3757] lr: 4.323e-04 eta: 6:21:47 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 11.7314 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.7103 loss: 1.7103 2022/06/27 09:30:58 - mmengine - INFO - Epoch(train) [157][3040/3757] lr: 4.323e-04 eta: 6:21:41 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 10.9617 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.8543 loss: 1.8543 2022/06/27 09:31:03 - mmengine - INFO - Epoch(train) [157][3060/3757] lr: 4.323e-04 eta: 6:21:36 time: 0.256 data_time: 0.012 memory: 5036 grad_norm: 9.9344 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4445 loss: 1.4445 2022/06/27 09:31:08 - mmengine - INFO - Epoch(train) [157][3080/3757] lr: 4.323e-04 eta: 6:21:31 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 11.6434 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6945 loss: 1.6945 2022/06/27 09:31:14 - mmengine - INFO - Epoch(train) [157][3100/3757] lr: 4.323e-04 eta: 6:21:25 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 10.8555 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7965 loss: 1.7965 2022/06/27 09:31:19 - mmengine - INFO - Epoch(train) [157][3120/3757] lr: 4.323e-04 eta: 6:21:20 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 11.8168 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.5675 loss: 1.5675 2022/06/27 09:31:24 - mmengine - INFO - Epoch(train) [157][3140/3757] lr: 4.323e-04 eta: 6:21:15 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 13.0514 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.2755 loss: 1.2755 2022/06/27 09:31:29 - mmengine - INFO - Epoch(train) [157][3160/3757] lr: 4.323e-04 eta: 6:21:10 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 10.6819 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5982 loss: 1.5982 2022/06/27 09:31:35 - mmengine - INFO - Epoch(train) [157][3180/3757] lr: 4.323e-04 eta: 6:21:04 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 11.6024 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1291 loss: 2.1291 2022/06/27 09:31:40 - mmengine - INFO - Epoch(train) [157][3200/3757] lr: 4.323e-04 eta: 6:20:59 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 9.7785 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 2.1163 loss: 2.1163 2022/06/27 09:31:45 - mmengine - INFO - Epoch(train) [157][3220/3757] lr: 4.323e-04 eta: 6:20:54 time: 0.263 data_time: 0.010 memory: 5036 grad_norm: 11.6005 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8844 loss: 1.8844 2022/06/27 09:31:51 - mmengine - INFO - Epoch(train) [157][3240/3757] lr: 4.323e-04 eta: 6:20:49 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 12.6061 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6141 loss: 1.6141 2022/06/27 09:31:56 - mmengine - INFO - Epoch(train) [157][3260/3757] lr: 4.323e-04 eta: 6:20:43 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 10.1512 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4609 loss: 1.4609 2022/06/27 09:32:01 - mmengine - INFO - Epoch(train) [157][3280/3757] lr: 4.323e-04 eta: 6:20:38 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 10.5515 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6978 loss: 1.6978 2022/06/27 09:32:06 - mmengine - INFO - Epoch(train) [157][3300/3757] lr: 4.323e-04 eta: 6:20:33 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 11.3813 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7015 loss: 1.7015 2022/06/27 09:32:12 - mmengine - INFO - Epoch(train) [157][3320/3757] lr: 4.323e-04 eta: 6:20:28 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 12.0640 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0852 loss: 2.0852 2022/06/27 09:32:17 - mmengine - INFO - Epoch(train) [157][3340/3757] lr: 4.323e-04 eta: 6:20:22 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 12.3531 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.7116 loss: 1.7116 2022/06/27 09:32:22 - mmengine - INFO - Epoch(train) [157][3360/3757] lr: 4.323e-04 eta: 6:20:17 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 12.0963 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3282 loss: 1.3282 2022/06/27 09:32:27 - mmengine - INFO - Epoch(train) [157][3380/3757] lr: 4.323e-04 eta: 6:20:12 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 12.1176 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4342 loss: 1.4342 2022/06/27 09:32:33 - mmengine - INFO - Epoch(train) [157][3400/3757] lr: 4.323e-04 eta: 6:20:07 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 13.2913 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5286 loss: 1.5286 2022/06/27 09:32:38 - mmengine - INFO - Epoch(train) [157][3420/3757] lr: 4.323e-04 eta: 6:20:01 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 13.7266 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.3902 loss: 1.3902 2022/06/27 09:32:43 - mmengine - INFO - Epoch(train) [157][3440/3757] lr: 4.323e-04 eta: 6:19:56 time: 0.259 data_time: 0.008 memory: 5036 grad_norm: 13.0182 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8358 loss: 1.8358 2022/06/27 09:32:48 - mmengine - INFO - Epoch(train) [157][3460/3757] lr: 4.323e-04 eta: 6:19:51 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 13.5912 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6785 loss: 1.6785 2022/06/27 09:32:54 - mmengine - INFO - Epoch(train) [157][3480/3757] lr: 4.323e-04 eta: 6:19:46 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 10.1802 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.7190 loss: 1.7190 2022/06/27 09:32:59 - mmengine - INFO - Epoch(train) [157][3500/3757] lr: 4.323e-04 eta: 6:19:40 time: 0.255 data_time: 0.010 memory: 5036 grad_norm: 12.0752 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0265 loss: 2.0265 2022/06/27 09:33:04 - mmengine - INFO - Epoch(train) [157][3520/3757] lr: 4.323e-04 eta: 6:19:35 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 10.8308 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.4136 loss: 1.4136 2022/06/27 09:33:09 - mmengine - INFO - Epoch(train) [157][3540/3757] lr: 4.323e-04 eta: 6:19:30 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 16.0804 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5973 loss: 1.5973 2022/06/27 09:33:15 - mmengine - INFO - Epoch(train) [157][3560/3757] lr: 4.323e-04 eta: 6:19:25 time: 0.262 data_time: 0.017 memory: 5036 grad_norm: 10.3640 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3801 loss: 1.3801 2022/06/27 09:33:20 - mmengine - INFO - Epoch(train) [157][3580/3757] lr: 4.323e-04 eta: 6:19:19 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 13.9114 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8451 loss: 1.8451 2022/06/27 09:33:25 - mmengine - INFO - Epoch(train) [157][3600/3757] lr: 4.323e-04 eta: 6:19:14 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 11.6274 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.9107 loss: 1.9107 2022/06/27 09:33:31 - mmengine - INFO - Epoch(train) [157][3620/3757] lr: 4.323e-04 eta: 6:19:09 time: 0.255 data_time: 0.010 memory: 5036 grad_norm: 12.9908 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3568 loss: 1.3568 2022/06/27 09:33:36 - mmengine - INFO - Epoch(train) [157][3640/3757] lr: 4.323e-04 eta: 6:19:03 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 13.2578 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.9037 loss: 1.9037 2022/06/27 09:33:41 - mmengine - INFO - Epoch(train) [157][3660/3757] lr: 4.323e-04 eta: 6:18:58 time: 0.267 data_time: 0.010 memory: 5036 grad_norm: 10.2741 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4379 loss: 1.4379 2022/06/27 09:33:47 - mmengine - INFO - Epoch(train) [157][3680/3757] lr: 4.323e-04 eta: 6:18:53 time: 0.256 data_time: 0.008 memory: 5036 grad_norm: 12.4645 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9278 loss: 1.9278 2022/06/27 09:33:52 - mmengine - INFO - Epoch(train) [157][3700/3757] lr: 4.323e-04 eta: 6:18:48 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 13.2868 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.2386 loss: 2.2386 2022/06/27 09:33:57 - mmengine - INFO - Epoch(train) [157][3720/3757] lr: 4.323e-04 eta: 6:18:42 time: 0.261 data_time: 0.008 memory: 5036 grad_norm: 9.9965 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6423 loss: 1.6423 2022/06/27 09:34:02 - mmengine - INFO - Epoch(train) [157][3740/3757] lr: 4.323e-04 eta: 6:18:37 time: 0.240 data_time: 0.006 memory: 5036 grad_norm: 11.2923 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.4599 loss: 1.4599 2022/06/27 09:34:07 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 09:34:07 - mmengine - INFO - Saving checkpoint at 157 epochs 2022/06/27 09:34:19 - mmengine - INFO - Epoch(val) [157][20/310] eta: 0:01:49 time: 0.109 data_time: 0.002 memory: 5036 2022/06/27 09:34:24 - mmengine - INFO - Epoch(val) [157][40/310] eta: 0:01:32 time: 0.113 data_time: 0.010 memory: 1723 2022/06/27 09:34:28 - mmengine - INFO - Epoch(val) [157][60/310] eta: 0:00:26 time: 0.106 data_time: 0.004 memory: 1723 2022/06/27 09:34:33 - mmengine - INFO - Epoch(val) [157][80/310] eta: 0:00:27 time: 0.108 data_time: 0.002 memory: 1723 2022/06/27 09:34:40 - mmengine - INFO - Epoch(val) [157][100/310] eta: 0:01:10 time: 0.110 data_time: 0.002 memory: 1723 2022/06/27 09:34:45 - mmengine - INFO - Epoch(val) [157][120/310] eta: 0:01:11 time: 0.561 data_time: 0.454 memory: 1723 2022/06/27 09:34:50 - mmengine - INFO - Epoch(val) [157][140/310] eta: 0:00:28 time: 0.107 data_time: 0.002 memory: 1723 2022/06/27 09:34:54 - mmengine - INFO - Epoch(val) [157][160/310] eta: 0:00:25 time: 0.103 data_time: 0.001 memory: 1723 2022/06/27 09:35:01 - mmengine - INFO - Epoch(val) [157][180/310] eta: 0:00:36 time: 0.103 data_time: 0.001 memory: 1723 2022/06/27 09:35:06 - mmengine - INFO - Epoch(val) [157][200/310] eta: 0:00:39 time: 0.631 data_time: 0.530 memory: 1723 2022/06/27 09:35:11 - mmengine - INFO - Epoch(val) [157][220/310] eta: 0:00:15 time: 0.111 data_time: 0.005 memory: 1723 2022/06/27 09:35:16 - mmengine - INFO - Epoch(val) [157][240/310] eta: 0:00:12 time: 0.104 data_time: 0.002 memory: 1723 2022/06/27 09:35:22 - mmengine - INFO - Epoch(val) [157][260/310] eta: 0:00:15 time: 0.104 data_time: 0.001 memory: 1723 2022/06/27 09:35:27 - mmengine - INFO - Epoch(val) [157][280/310] eta: 0:00:09 time: 0.120 data_time: 0.013 memory: 1723 2022/06/27 09:35:29 - mmengine - INFO - Epoch(val) [157][300/310] eta: 0:00:01 time: 0.102 data_time: 0.001 memory: 1723 2022/06/27 09:35:31 - mmengine - INFO - Epoch(val) [157][310/310] acc/top1: 0.6057 acc/top5: 0.8269 acc/mean1: 0.6056 2022/06/27 09:35:41 - mmengine - INFO - Epoch(train) [158][20/3757] lr: 3.975e-04 eta: 6:18:28 time: 0.269 data_time: 0.003 memory: 5036 grad_norm: 10.8387 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4893 loss: 1.4893 2022/06/27 09:35:47 - mmengine - INFO - Epoch(train) [158][40/3757] lr: 3.975e-04 eta: 6:18:23 time: 0.250 data_time: 0.004 memory: 5036 grad_norm: 12.9318 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3795 loss: 1.3795 2022/06/27 09:35:52 - mmengine - INFO - Epoch(train) [158][60/3757] lr: 3.975e-04 eta: 6:18:17 time: 0.255 data_time: 0.004 memory: 5036 grad_norm: 12.3163 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4793 loss: 1.4793 2022/06/27 09:35:57 - mmengine - INFO - Epoch(train) [158][80/3757] lr: 3.975e-04 eta: 6:18:12 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 9.9891 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5071 loss: 1.5071 2022/06/27 09:36:03 - mmengine - INFO - Epoch(train) [158][100/3757] lr: 3.975e-04 eta: 6:18:07 time: 0.256 data_time: 0.004 memory: 5036 grad_norm: 10.1317 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2438 loss: 1.2438 2022/06/27 09:36:08 - mmengine - INFO - Epoch(train) [158][120/3757] lr: 3.975e-04 eta: 6:18:02 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 10.5207 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5199 loss: 1.5199 2022/06/27 09:36:13 - mmengine - INFO - Epoch(train) [158][140/3757] lr: 3.975e-04 eta: 6:17:56 time: 0.254 data_time: 0.004 memory: 5036 grad_norm: 13.3887 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5975 loss: 1.5975 2022/06/27 09:36:16 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 09:36:19 - mmengine - INFO - Epoch(train) [158][160/3757] lr: 3.975e-04 eta: 6:17:51 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 13.6144 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9680 loss: 1.9680 2022/06/27 09:36:24 - mmengine - INFO - Epoch(train) [158][180/3757] lr: 3.975e-04 eta: 6:17:46 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 11.2811 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.1002 loss: 1.1002 2022/06/27 09:36:29 - mmengine - INFO - Epoch(train) [158][200/3757] lr: 3.975e-04 eta: 6:17:41 time: 0.255 data_time: 0.012 memory: 5036 grad_norm: 10.5006 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7389 loss: 1.7389 2022/06/27 09:36:35 - mmengine - INFO - Epoch(train) [158][220/3757] lr: 3.975e-04 eta: 6:17:35 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 11.3198 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2226 loss: 2.2226 2022/06/27 09:36:40 - mmengine - INFO - Epoch(train) [158][240/3757] lr: 3.975e-04 eta: 6:17:30 time: 0.252 data_time: 0.004 memory: 5036 grad_norm: 11.7351 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6968 loss: 1.6968 2022/06/27 09:36:45 - mmengine - INFO - Epoch(train) [158][260/3757] lr: 3.975e-04 eta: 6:17:25 time: 0.251 data_time: 0.004 memory: 5036 grad_norm: 12.1728 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.0466 loss: 2.0466 2022/06/27 09:36:51 - mmengine - INFO - Epoch(train) [158][280/3757] lr: 3.975e-04 eta: 6:17:20 time: 0.256 data_time: 0.012 memory: 5036 grad_norm: 11.7530 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3226 loss: 1.3226 2022/06/27 09:36:56 - mmengine - INFO - Epoch(train) [158][300/3757] lr: 3.975e-04 eta: 6:17:14 time: 0.276 data_time: 0.003 memory: 5036 grad_norm: 13.3340 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.2467 loss: 1.2467 2022/06/27 09:37:01 - mmengine - INFO - Epoch(train) [158][320/3757] lr: 3.975e-04 eta: 6:17:09 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 14.1287 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5042 loss: 1.5042 2022/06/27 09:37:07 - mmengine - INFO - Epoch(train) [158][340/3757] lr: 3.975e-04 eta: 6:17:04 time: 0.247 data_time: 0.004 memory: 5036 grad_norm: 11.8921 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 2.0166 loss: 2.0166 2022/06/27 09:37:12 - mmengine - INFO - Epoch(train) [158][360/3757] lr: 3.975e-04 eta: 6:16:59 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 12.9898 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5569 loss: 1.5569 2022/06/27 09:37:18 - mmengine - INFO - Epoch(train) [158][380/3757] lr: 3.975e-04 eta: 6:16:53 time: 0.256 data_time: 0.004 memory: 5036 grad_norm: 12.2099 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7171 loss: 1.7171 2022/06/27 09:37:23 - mmengine - INFO - Epoch(train) [158][400/3757] lr: 3.975e-04 eta: 6:16:48 time: 0.263 data_time: 0.007 memory: 5036 grad_norm: 14.2561 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.5245 loss: 1.5245 2022/06/27 09:37:28 - mmengine - INFO - Epoch(train) [158][420/3757] lr: 3.975e-04 eta: 6:16:43 time: 0.260 data_time: 0.004 memory: 5036 grad_norm: 9.4710 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6180 loss: 1.6180 2022/06/27 09:37:33 - mmengine - INFO - Epoch(train) [158][440/3757] lr: 3.975e-04 eta: 6:16:38 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 13.2330 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.6504 loss: 1.6504 2022/06/27 09:37:39 - mmengine - INFO - Epoch(train) [158][460/3757] lr: 3.975e-04 eta: 6:16:32 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 11.4622 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2266 loss: 1.2266 2022/06/27 09:37:44 - mmengine - INFO - Epoch(train) [158][480/3757] lr: 3.975e-04 eta: 6:16:27 time: 0.262 data_time: 0.009 memory: 5036 grad_norm: 13.3955 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.2689 loss: 1.2689 2022/06/27 09:37:49 - mmengine - INFO - Epoch(train) [158][500/3757] lr: 3.975e-04 eta: 6:16:22 time: 0.264 data_time: 0.004 memory: 5036 grad_norm: 11.7940 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.2902 loss: 1.2902 2022/06/27 09:37:55 - mmengine - INFO - Epoch(train) [158][520/3757] lr: 3.975e-04 eta: 6:16:17 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 9.6843 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.2873 loss: 1.2873 2022/06/27 09:38:00 - mmengine - INFO - Epoch(train) [158][540/3757] lr: 3.975e-04 eta: 6:16:11 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 10.0664 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.2937 loss: 1.2937 2022/06/27 09:38:05 - mmengine - INFO - Epoch(train) [158][560/3757] lr: 3.975e-04 eta: 6:16:06 time: 0.256 data_time: 0.010 memory: 5036 grad_norm: 12.3424 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.5255 loss: 1.5255 2022/06/27 09:38:11 - mmengine - INFO - Epoch(train) [158][580/3757] lr: 3.975e-04 eta: 6:16:01 time: 0.248 data_time: 0.003 memory: 5036 grad_norm: 10.5671 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.7423 loss: 1.7423 2022/06/27 09:38:16 - mmengine - INFO - Epoch(train) [158][600/3757] lr: 3.975e-04 eta: 6:15:56 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 11.2055 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.7756 loss: 1.7756 2022/06/27 09:38:21 - mmengine - INFO - Epoch(train) [158][620/3757] lr: 3.975e-04 eta: 6:15:50 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 13.4066 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7466 loss: 1.7466 2022/06/27 09:38:26 - mmengine - INFO - Epoch(train) [158][640/3757] lr: 3.975e-04 eta: 6:15:45 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 11.8771 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9814 loss: 1.9814 2022/06/27 09:38:32 - mmengine - INFO - Epoch(train) [158][660/3757] lr: 3.975e-04 eta: 6:15:40 time: 0.261 data_time: 0.004 memory: 5036 grad_norm: 10.9018 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7339 loss: 1.7339 2022/06/27 09:38:37 - mmengine - INFO - Epoch(train) [158][680/3757] lr: 3.975e-04 eta: 6:15:35 time: 0.252 data_time: 0.004 memory: 5036 grad_norm: 10.9127 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.7273 loss: 1.7273 2022/06/27 09:38:42 - mmengine - INFO - Epoch(train) [158][700/3757] lr: 3.975e-04 eta: 6:15:29 time: 0.265 data_time: 0.009 memory: 5036 grad_norm: 13.8248 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0701 loss: 2.0701 2022/06/27 09:38:48 - mmengine - INFO - Epoch(train) [158][720/3757] lr: 3.975e-04 eta: 6:15:24 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 11.1151 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6498 loss: 1.6498 2022/06/27 09:38:53 - mmengine - INFO - Epoch(train) [158][740/3757] lr: 3.975e-04 eta: 6:15:19 time: 0.259 data_time: 0.012 memory: 5036 grad_norm: 10.2547 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.6836 loss: 1.6836 2022/06/27 09:38:59 - mmengine - INFO - Epoch(train) [158][760/3757] lr: 3.975e-04 eta: 6:15:14 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 9.6508 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.4759 loss: 1.4759 2022/06/27 09:39:04 - mmengine - INFO - Epoch(train) [158][780/3757] lr: 3.975e-04 eta: 6:15:08 time: 0.270 data_time: 0.004 memory: 5036 grad_norm: 12.2187 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.9475 loss: 1.9475 2022/06/27 09:39:09 - mmengine - INFO - Epoch(train) [158][800/3757] lr: 3.975e-04 eta: 6:15:03 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 11.6975 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.5015 loss: 1.5015 2022/06/27 09:39:14 - mmengine - INFO - Epoch(train) [158][820/3757] lr: 3.975e-04 eta: 6:14:58 time: 0.260 data_time: 0.010 memory: 5036 grad_norm: 11.0607 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4721 loss: 1.4721 2022/06/27 09:39:20 - mmengine - INFO - Epoch(train) [158][840/3757] lr: 3.975e-04 eta: 6:14:53 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 12.0045 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3163 loss: 1.3163 2022/06/27 09:39:25 - mmengine - INFO - Epoch(train) [158][860/3757] lr: 3.975e-04 eta: 6:14:47 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 13.5312 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.8226 loss: 1.8226 2022/06/27 09:39:30 - mmengine - INFO - Epoch(train) [158][880/3757] lr: 3.975e-04 eta: 6:14:42 time: 0.264 data_time: 0.007 memory: 5036 grad_norm: 10.6329 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.5200 loss: 1.5200 2022/06/27 09:39:35 - mmengine - INFO - Epoch(train) [158][900/3757] lr: 3.975e-04 eta: 6:14:37 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 12.9467 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.8406 loss: 1.8406 2022/06/27 09:39:41 - mmengine - INFO - Epoch(train) [158][920/3757] lr: 3.975e-04 eta: 6:14:32 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 14.4877 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.6686 loss: 1.6686 2022/06/27 09:39:47 - mmengine - INFO - Epoch(train) [158][940/3757] lr: 3.975e-04 eta: 6:14:26 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 11.2098 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.2517 loss: 1.2517 2022/06/27 09:39:52 - mmengine - INFO - Epoch(train) [158][960/3757] lr: 3.975e-04 eta: 6:14:21 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 13.1952 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7848 loss: 1.7848 2022/06/27 09:39:57 - mmengine - INFO - Epoch(train) [158][980/3757] lr: 3.975e-04 eta: 6:14:16 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 11.2971 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.2964 loss: 1.2964 2022/06/27 09:40:03 - mmengine - INFO - Epoch(train) [158][1000/3757] lr: 3.975e-04 eta: 6:14:11 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 10.8065 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7088 loss: 1.7088 2022/06/27 09:40:08 - mmengine - INFO - Epoch(train) [158][1020/3757] lr: 3.975e-04 eta: 6:14:05 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 11.9761 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.5832 loss: 1.5832 2022/06/27 09:40:13 - mmengine - INFO - Epoch(train) [158][1040/3757] lr: 3.975e-04 eta: 6:14:00 time: 0.252 data_time: 0.005 memory: 5036 grad_norm: 12.2278 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1605 loss: 2.1605 2022/06/27 09:40:19 - mmengine - INFO - Epoch(train) [158][1060/3757] lr: 3.975e-04 eta: 6:13:55 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 11.4017 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9946 loss: 1.9946 2022/06/27 09:40:24 - mmengine - INFO - Epoch(train) [158][1080/3757] lr: 3.975e-04 eta: 6:13:50 time: 0.267 data_time: 0.006 memory: 5036 grad_norm: 12.5251 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.8896 loss: 1.8896 2022/06/27 09:40:29 - mmengine - INFO - Epoch(train) [158][1100/3757] lr: 3.975e-04 eta: 6:13:44 time: 0.259 data_time: 0.011 memory: 5036 grad_norm: 11.8946 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4804 loss: 1.4804 2022/06/27 09:40:35 - mmengine - INFO - Epoch(train) [158][1120/3757] lr: 3.975e-04 eta: 6:13:39 time: 0.255 data_time: 0.010 memory: 5036 grad_norm: 11.3434 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6896 loss: 1.6896 2022/06/27 09:40:40 - mmengine - INFO - Epoch(train) [158][1140/3757] lr: 3.975e-04 eta: 6:13:34 time: 0.261 data_time: 0.009 memory: 5036 grad_norm: 14.8990 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7640 loss: 1.7640 2022/06/27 09:40:43 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 09:40:45 - mmengine - INFO - Epoch(train) [158][1160/3757] lr: 3.975e-04 eta: 6:13:29 time: 0.260 data_time: 0.009 memory: 5036 grad_norm: 11.8930 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.5513 loss: 1.5513 2022/06/27 09:40:50 - mmengine - INFO - Epoch(train) [158][1180/3757] lr: 3.975e-04 eta: 6:13:23 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 12.6802 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6824 loss: 1.6824 2022/06/27 09:40:55 - mmengine - INFO - Epoch(train) [158][1200/3757] lr: 3.975e-04 eta: 6:13:18 time: 0.261 data_time: 0.009 memory: 5036 grad_norm: 12.2333 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.3121 loss: 1.3121 2022/06/27 09:41:01 - mmengine - INFO - Epoch(train) [158][1220/3757] lr: 3.975e-04 eta: 6:13:13 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 10.8779 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.6163 loss: 1.6163 2022/06/27 09:41:06 - mmengine - INFO - Epoch(train) [158][1240/3757] lr: 3.975e-04 eta: 6:13:08 time: 0.286 data_time: 0.007 memory: 5036 grad_norm: 12.0921 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.6395 loss: 1.6395 2022/06/27 09:41:11 - mmengine - INFO - Epoch(train) [158][1260/3757] lr: 3.975e-04 eta: 6:13:02 time: 0.263 data_time: 0.007 memory: 5036 grad_norm: 13.8535 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.8808 loss: 1.8808 2022/06/27 09:41:17 - mmengine - INFO - Epoch(train) [158][1280/3757] lr: 3.975e-04 eta: 6:12:57 time: 0.261 data_time: 0.010 memory: 5036 grad_norm: 12.7000 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.4634 loss: 1.4634 2022/06/27 09:41:22 - mmengine - INFO - Epoch(train) [158][1300/3757] lr: 3.975e-04 eta: 6:12:52 time: 0.260 data_time: 0.009 memory: 5036 grad_norm: 12.3971 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.7471 loss: 1.7471 2022/06/27 09:41:27 - mmengine - INFO - Epoch(train) [158][1320/3757] lr: 3.975e-04 eta: 6:12:47 time: 0.263 data_time: 0.007 memory: 5036 grad_norm: 10.4796 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4573 loss: 1.4573 2022/06/27 09:41:33 - mmengine - INFO - Epoch(train) [158][1340/3757] lr: 3.975e-04 eta: 6:12:41 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 8.5506 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.4695 loss: 1.4695 2022/06/27 09:41:38 - mmengine - INFO - Epoch(train) [158][1360/3757] lr: 3.975e-04 eta: 6:12:36 time: 0.263 data_time: 0.007 memory: 5036 grad_norm: 9.8082 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.5407 loss: 1.5407 2022/06/27 09:41:43 - mmengine - INFO - Epoch(train) [158][1380/3757] lr: 3.975e-04 eta: 6:12:31 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 11.7186 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.4685 loss: 1.4685 2022/06/27 09:41:49 - mmengine - INFO - Epoch(train) [158][1400/3757] lr: 3.975e-04 eta: 6:12:26 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 12.7520 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.7820 loss: 1.7820 2022/06/27 09:41:54 - mmengine - INFO - Epoch(train) [158][1420/3757] lr: 3.975e-04 eta: 6:12:20 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 12.8213 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.7466 loss: 1.7466 2022/06/27 09:41:59 - mmengine - INFO - Epoch(train) [158][1440/3757] lr: 3.975e-04 eta: 6:12:15 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 10.4923 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9938 loss: 1.9938 2022/06/27 09:42:04 - mmengine - INFO - Epoch(train) [158][1460/3757] lr: 3.975e-04 eta: 6:12:10 time: 0.264 data_time: 0.007 memory: 5036 grad_norm: 12.2566 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4073 loss: 1.4073 2022/06/27 09:42:10 - mmengine - INFO - Epoch(train) [158][1480/3757] lr: 3.975e-04 eta: 6:12:04 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 10.2974 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.3537 loss: 1.3537 2022/06/27 09:42:15 - mmengine - INFO - Epoch(train) [158][1500/3757] lr: 3.975e-04 eta: 6:11:59 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 13.6370 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8995 loss: 1.8995 2022/06/27 09:42:21 - mmengine - INFO - Epoch(train) [158][1520/3757] lr: 3.975e-04 eta: 6:11:54 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 12.1794 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7106 loss: 1.7106 2022/06/27 09:42:26 - mmengine - INFO - Epoch(train) [158][1540/3757] lr: 3.975e-04 eta: 6:11:49 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 11.4638 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.9781 loss: 1.9781 2022/06/27 09:42:31 - mmengine - INFO - Epoch(train) [158][1560/3757] lr: 3.975e-04 eta: 6:11:43 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 13.8828 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4062 loss: 1.4062 2022/06/27 09:42:37 - mmengine - INFO - Epoch(train) [158][1580/3757] lr: 3.975e-04 eta: 6:11:38 time: 0.540 data_time: 0.082 memory: 5036 grad_norm: 10.7013 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.6476 loss: 1.6476 2022/06/27 09:42:42 - mmengine - INFO - Epoch(train) [158][1600/3757] lr: 3.975e-04 eta: 6:11:33 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 11.5743 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.6215 loss: 1.6215 2022/06/27 09:42:47 - mmengine - INFO - Epoch(train) [158][1620/3757] lr: 3.975e-04 eta: 6:11:28 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 15.1146 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.4831 loss: 1.4831 2022/06/27 09:42:52 - mmengine - INFO - Epoch(train) [158][1640/3757] lr: 3.975e-04 eta: 6:11:22 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 11.9879 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7332 loss: 1.7332 2022/06/27 09:42:58 - mmengine - INFO - Epoch(train) [158][1660/3757] lr: 3.975e-04 eta: 6:11:17 time: 0.257 data_time: 0.004 memory: 5036 grad_norm: 12.6901 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1129 loss: 2.1129 2022/06/27 09:43:03 - mmengine - INFO - Epoch(train) [158][1680/3757] lr: 3.975e-04 eta: 6:11:12 time: 0.262 data_time: 0.009 memory: 5036 grad_norm: 12.5383 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.6859 loss: 1.6859 2022/06/27 09:43:08 - mmengine - INFO - Epoch(train) [158][1700/3757] lr: 3.975e-04 eta: 6:11:07 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 12.5155 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.3304 loss: 1.3304 2022/06/27 09:43:13 - mmengine - INFO - Epoch(train) [158][1720/3757] lr: 3.975e-04 eta: 6:11:01 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 12.9709 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.8215 loss: 1.8215 2022/06/27 09:43:19 - mmengine - INFO - Epoch(train) [158][1740/3757] lr: 3.975e-04 eta: 6:10:56 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 14.0467 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8610 loss: 1.8610 2022/06/27 09:43:24 - mmengine - INFO - Epoch(train) [158][1760/3757] lr: 3.975e-04 eta: 6:10:51 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 12.7798 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.4004 loss: 1.4004 2022/06/27 09:43:29 - mmengine - INFO - Epoch(train) [158][1780/3757] lr: 3.975e-04 eta: 6:10:46 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 12.9748 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5303 loss: 1.5303 2022/06/27 09:43:35 - mmengine - INFO - Epoch(train) [158][1800/3757] lr: 3.975e-04 eta: 6:10:40 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 12.4695 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6152 loss: 1.6152 2022/06/27 09:43:40 - mmengine - INFO - Epoch(train) [158][1820/3757] lr: 3.975e-04 eta: 6:10:35 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 12.3919 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3345 loss: 1.3345 2022/06/27 09:43:45 - mmengine - INFO - Epoch(train) [158][1840/3757] lr: 3.975e-04 eta: 6:10:30 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 11.1181 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5422 loss: 1.5422 2022/06/27 09:43:51 - mmengine - INFO - Epoch(train) [158][1860/3757] lr: 3.975e-04 eta: 6:10:25 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 12.6700 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.7695 loss: 1.7695 2022/06/27 09:43:56 - mmengine - INFO - Epoch(train) [158][1880/3757] lr: 3.975e-04 eta: 6:10:19 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 12.4779 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7317 loss: 1.7317 2022/06/27 09:44:01 - mmengine - INFO - Epoch(train) [158][1900/3757] lr: 3.975e-04 eta: 6:10:14 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 11.9481 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.4186 loss: 1.4186 2022/06/27 09:44:06 - mmengine - INFO - Epoch(train) [158][1920/3757] lr: 3.975e-04 eta: 6:10:09 time: 0.269 data_time: 0.007 memory: 5036 grad_norm: 13.0279 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6814 loss: 1.6814 2022/06/27 09:44:12 - mmengine - INFO - Epoch(train) [158][1940/3757] lr: 3.975e-04 eta: 6:10:04 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 14.0342 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.5666 loss: 1.5666 2022/06/27 09:44:17 - mmengine - INFO - Epoch(train) [158][1960/3757] lr: 3.975e-04 eta: 6:09:58 time: 0.267 data_time: 0.007 memory: 5036 grad_norm: 13.2885 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.0019 loss: 2.0019 2022/06/27 09:44:22 - mmengine - INFO - Epoch(train) [158][1980/3757] lr: 3.975e-04 eta: 6:09:53 time: 0.251 data_time: 0.007 memory: 5036 grad_norm: 10.8119 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6302 loss: 1.6302 2022/06/27 09:44:27 - mmengine - INFO - Epoch(train) [158][2000/3757] lr: 3.975e-04 eta: 6:09:48 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 11.7783 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4133 loss: 1.4133 2022/06/27 09:44:33 - mmengine - INFO - Epoch(train) [158][2020/3757] lr: 3.975e-04 eta: 6:09:43 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 11.7741 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.5830 loss: 1.5830 2022/06/27 09:44:38 - mmengine - INFO - Epoch(train) [158][2040/3757] lr: 3.975e-04 eta: 6:09:37 time: 0.270 data_time: 0.007 memory: 5036 grad_norm: 11.6646 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.3462 loss: 1.3462 2022/06/27 09:44:43 - mmengine - INFO - Epoch(train) [158][2060/3757] lr: 3.975e-04 eta: 6:09:32 time: 0.251 data_time: 0.007 memory: 5036 grad_norm: 11.0408 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4507 loss: 1.4507 2022/06/27 09:44:48 - mmengine - INFO - Epoch(train) [158][2080/3757] lr: 3.975e-04 eta: 6:09:27 time: 0.264 data_time: 0.007 memory: 5036 grad_norm: 11.4632 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4463 loss: 1.4463 2022/06/27 09:44:54 - mmengine - INFO - Epoch(train) [158][2100/3757] lr: 3.975e-04 eta: 6:09:22 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 9.5492 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2192 loss: 1.2192 2022/06/27 09:44:59 - mmengine - INFO - Epoch(train) [158][2120/3757] lr: 3.975e-04 eta: 6:09:16 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 13.9353 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3905 loss: 1.3905 2022/06/27 09:45:04 - mmengine - INFO - Epoch(train) [158][2140/3757] lr: 3.975e-04 eta: 6:09:11 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 12.0631 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9187 loss: 1.9187 2022/06/27 09:45:07 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 09:45:09 - mmengine - INFO - Epoch(train) [158][2160/3757] lr: 3.975e-04 eta: 6:09:06 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 12.5235 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.1510 loss: 1.1510 2022/06/27 09:45:15 - mmengine - INFO - Epoch(train) [158][2180/3757] lr: 3.975e-04 eta: 6:09:00 time: 0.255 data_time: 0.008 memory: 5036 grad_norm: 10.8430 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.6186 loss: 1.6186 2022/06/27 09:45:20 - mmengine - INFO - Epoch(train) [158][2200/3757] lr: 3.975e-04 eta: 6:08:55 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 11.8394 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6293 loss: 1.6293 2022/06/27 09:45:25 - mmengine - INFO - Epoch(train) [158][2220/3757] lr: 3.975e-04 eta: 6:08:50 time: 0.263 data_time: 0.007 memory: 5036 grad_norm: 9.5354 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4981 loss: 1.4981 2022/06/27 09:45:30 - mmengine - INFO - Epoch(train) [158][2240/3757] lr: 3.975e-04 eta: 6:08:45 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 13.4476 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 2.0623 loss: 2.0623 2022/06/27 09:45:36 - mmengine - INFO - Epoch(train) [158][2260/3757] lr: 3.975e-04 eta: 6:08:39 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 13.2701 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1421 loss: 2.1421 2022/06/27 09:45:41 - mmengine - INFO - Epoch(train) [158][2280/3757] lr: 3.975e-04 eta: 6:08:34 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 11.7384 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.4583 loss: 1.4583 2022/06/27 09:45:46 - mmengine - INFO - Epoch(train) [158][2300/3757] lr: 3.975e-04 eta: 6:08:29 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 11.5918 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4179 loss: 1.4179 2022/06/27 09:45:52 - mmengine - INFO - Epoch(train) [158][2320/3757] lr: 3.975e-04 eta: 6:08:24 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 9.3198 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.2817 loss: 1.2817 2022/06/27 09:45:57 - mmengine - INFO - Epoch(train) [158][2340/3757] lr: 3.975e-04 eta: 6:08:18 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 12.4093 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8371 loss: 1.8371 2022/06/27 09:46:02 - mmengine - INFO - Epoch(train) [158][2360/3757] lr: 3.975e-04 eta: 6:08:13 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 9.9918 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.5724 loss: 1.5724 2022/06/27 09:46:08 - mmengine - INFO - Epoch(train) [158][2380/3757] lr: 3.975e-04 eta: 6:08:08 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 13.7451 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8849 loss: 1.8849 2022/06/27 09:46:13 - mmengine - INFO - Epoch(train) [158][2400/3757] lr: 3.975e-04 eta: 6:08:03 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 10.4252 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3787 loss: 1.3787 2022/06/27 09:46:18 - mmengine - INFO - Epoch(train) [158][2420/3757] lr: 3.975e-04 eta: 6:07:57 time: 0.271 data_time: 0.007 memory: 5036 grad_norm: 12.9454 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8626 loss: 1.8626 2022/06/27 09:46:23 - mmengine - INFO - Epoch(train) [158][2440/3757] lr: 3.975e-04 eta: 6:07:52 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 11.5660 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7423 loss: 1.7423 2022/06/27 09:46:29 - mmengine - INFO - Epoch(train) [158][2460/3757] lr: 3.975e-04 eta: 6:07:47 time: 0.270 data_time: 0.007 memory: 5036 grad_norm: 10.4671 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6949 loss: 1.6949 2022/06/27 09:46:34 - mmengine - INFO - Epoch(train) [158][2480/3757] lr: 3.975e-04 eta: 6:07:42 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 9.5937 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.1388 loss: 1.1388 2022/06/27 09:46:39 - mmengine - INFO - Epoch(train) [158][2500/3757] lr: 3.975e-04 eta: 6:07:36 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 12.3087 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 1.7167 loss: 1.7167 2022/06/27 09:46:44 - mmengine - INFO - Epoch(train) [158][2520/3757] lr: 3.975e-04 eta: 6:07:31 time: 0.256 data_time: 0.012 memory: 5036 grad_norm: 13.0897 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.9732 loss: 1.9732 2022/06/27 09:46:50 - mmengine - INFO - Epoch(train) [158][2540/3757] lr: 3.975e-04 eta: 6:07:26 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 13.2125 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5265 loss: 1.5265 2022/06/27 09:46:55 - mmengine - INFO - Epoch(train) [158][2560/3757] lr: 3.975e-04 eta: 6:07:21 time: 0.250 data_time: 0.007 memory: 5036 grad_norm: 12.2665 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3185 loss: 1.3185 2022/06/27 09:47:00 - mmengine - INFO - Epoch(train) [158][2580/3757] lr: 3.975e-04 eta: 6:07:15 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 16.1027 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6102 loss: 1.6102 2022/06/27 09:47:06 - mmengine - INFO - Epoch(train) [158][2600/3757] lr: 3.975e-04 eta: 6:07:10 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 12.0282 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.3807 loss: 1.3807 2022/06/27 09:47:11 - mmengine - INFO - Epoch(train) [158][2620/3757] lr: 3.975e-04 eta: 6:07:05 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 11.9473 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7547 loss: 1.7547 2022/06/27 09:47:16 - mmengine - INFO - Epoch(train) [158][2640/3757] lr: 3.975e-04 eta: 6:07:00 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 10.1179 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5659 loss: 1.5659 2022/06/27 09:47:22 - mmengine - INFO - Epoch(train) [158][2660/3757] lr: 3.975e-04 eta: 6:06:54 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 10.8790 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9127 loss: 1.9127 2022/06/27 09:47:27 - mmengine - INFO - Epoch(train) [158][2680/3757] lr: 3.975e-04 eta: 6:06:49 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 11.0701 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.7779 loss: 1.7779 2022/06/27 09:47:32 - mmengine - INFO - Epoch(train) [158][2700/3757] lr: 3.975e-04 eta: 6:06:44 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 11.5918 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.4384 loss: 1.4384 2022/06/27 09:47:37 - mmengine - INFO - Epoch(train) [158][2720/3757] lr: 3.975e-04 eta: 6:06:38 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 13.4764 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6056 loss: 1.6056 2022/06/27 09:47:42 - mmengine - INFO - Epoch(train) [158][2740/3757] lr: 3.975e-04 eta: 6:06:33 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 10.9644 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.4903 loss: 1.4903 2022/06/27 09:47:48 - mmengine - INFO - Epoch(train) [158][2760/3757] lr: 3.975e-04 eta: 6:06:28 time: 0.257 data_time: 0.010 memory: 5036 grad_norm: 13.6582 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8766 loss: 1.8766 2022/06/27 09:47:53 - mmengine - INFO - Epoch(train) [158][2780/3757] lr: 3.975e-04 eta: 6:06:23 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 12.2362 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.5886 loss: 1.5886 2022/06/27 09:47:58 - mmengine - INFO - Epoch(train) [158][2800/3757] lr: 3.975e-04 eta: 6:06:17 time: 0.251 data_time: 0.007 memory: 5036 grad_norm: 11.9865 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7532 loss: 1.7532 2022/06/27 09:48:03 - mmengine - INFO - Epoch(train) [158][2820/3757] lr: 3.975e-04 eta: 6:06:12 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 11.8826 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6203 loss: 1.6203 2022/06/27 09:48:09 - mmengine - INFO - Epoch(train) [158][2840/3757] lr: 3.975e-04 eta: 6:06:07 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 10.3759 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6782 loss: 1.6782 2022/06/27 09:48:14 - mmengine - INFO - Epoch(train) [158][2860/3757] lr: 3.975e-04 eta: 6:06:02 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 11.8281 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6704 loss: 1.6704 2022/06/27 09:48:19 - mmengine - INFO - Epoch(train) [158][2880/3757] lr: 3.975e-04 eta: 6:05:56 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 12.3244 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5108 loss: 1.5108 2022/06/27 09:48:24 - mmengine - INFO - Epoch(train) [158][2900/3757] lr: 3.975e-04 eta: 6:05:51 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 9.6587 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7023 loss: 1.7023 2022/06/27 09:48:30 - mmengine - INFO - Epoch(train) [158][2920/3757] lr: 3.975e-04 eta: 6:05:46 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 11.1838 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.9012 loss: 1.9012 2022/06/27 09:48:35 - mmengine - INFO - Epoch(train) [158][2940/3757] lr: 3.975e-04 eta: 6:05:41 time: 0.257 data_time: 0.010 memory: 5036 grad_norm: 12.6386 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0041 loss: 2.0041 2022/06/27 09:48:40 - mmengine - INFO - Epoch(train) [158][2960/3757] lr: 3.975e-04 eta: 6:05:35 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 11.4814 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.2762 loss: 1.2762 2022/06/27 09:48:45 - mmengine - INFO - Epoch(train) [158][2980/3757] lr: 3.975e-04 eta: 6:05:30 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 10.4553 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.8980 loss: 1.8980 2022/06/27 09:48:51 - mmengine - INFO - Epoch(train) [158][3000/3757] lr: 3.975e-04 eta: 6:05:25 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 11.9967 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8354 loss: 1.8354 2022/06/27 09:48:56 - mmengine - INFO - Epoch(train) [158][3020/3757] lr: 3.975e-04 eta: 6:05:20 time: 0.260 data_time: 0.010 memory: 5036 grad_norm: 11.9168 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5129 loss: 1.5129 2022/06/27 09:49:01 - mmengine - INFO - Epoch(train) [158][3040/3757] lr: 3.975e-04 eta: 6:05:14 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 11.2731 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.7753 loss: 1.7753 2022/06/27 09:49:06 - mmengine - INFO - Epoch(train) [158][3060/3757] lr: 3.975e-04 eta: 6:05:09 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 10.9514 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2688 loss: 1.2688 2022/06/27 09:49:12 - mmengine - INFO - Epoch(train) [158][3080/3757] lr: 3.975e-04 eta: 6:05:04 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 12.9264 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8287 loss: 1.8287 2022/06/27 09:49:17 - mmengine - INFO - Epoch(train) [158][3100/3757] lr: 3.975e-04 eta: 6:04:59 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 11.4743 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5033 loss: 1.5033 2022/06/27 09:49:22 - mmengine - INFO - Epoch(train) [158][3120/3757] lr: 3.975e-04 eta: 6:04:53 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 12.2475 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.9372 loss: 1.9372 2022/06/27 09:49:28 - mmengine - INFO - Epoch(train) [158][3140/3757] lr: 3.975e-04 eta: 6:04:48 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 12.2412 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5285 loss: 1.5285 2022/06/27 09:49:31 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 09:49:33 - mmengine - INFO - Epoch(train) [158][3160/3757] lr: 3.975e-04 eta: 6:04:43 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 10.5625 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9322 loss: 1.9322 2022/06/27 09:49:39 - mmengine - INFO - Epoch(train) [158][3180/3757] lr: 3.975e-04 eta: 6:04:38 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 11.3022 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.7267 loss: 1.7267 2022/06/27 09:49:44 - mmengine - INFO - Epoch(train) [158][3200/3757] lr: 3.975e-04 eta: 6:04:32 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 8.8553 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4989 loss: 1.4989 2022/06/27 09:49:49 - mmengine - INFO - Epoch(train) [158][3220/3757] lr: 3.975e-04 eta: 6:04:27 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 11.7931 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5939 loss: 1.5939 2022/06/27 09:49:54 - mmengine - INFO - Epoch(train) [158][3240/3757] lr: 3.975e-04 eta: 6:04:22 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 11.7400 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.8631 loss: 1.8631 2022/06/27 09:50:00 - mmengine - INFO - Epoch(train) [158][3260/3757] lr: 3.975e-04 eta: 6:04:17 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 9.2373 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6293 loss: 1.6293 2022/06/27 09:50:05 - mmengine - INFO - Epoch(train) [158][3280/3757] lr: 3.975e-04 eta: 6:04:11 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 13.3896 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4516 loss: 1.4516 2022/06/27 09:50:11 - mmengine - INFO - Epoch(train) [158][3300/3757] lr: 3.975e-04 eta: 6:04:06 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 11.3989 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.4908 loss: 1.4908 2022/06/27 09:50:16 - mmengine - INFO - Epoch(train) [158][3320/3757] lr: 3.975e-04 eta: 6:04:01 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 12.6715 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.3392 loss: 1.3392 2022/06/27 09:50:21 - mmengine - INFO - Epoch(train) [158][3340/3757] lr: 3.975e-04 eta: 6:03:56 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 12.4806 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6448 loss: 1.6448 2022/06/27 09:50:26 - mmengine - INFO - Epoch(train) [158][3360/3757] lr: 3.975e-04 eta: 6:03:50 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 11.2535 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5841 loss: 1.5841 2022/06/27 09:50:32 - mmengine - INFO - Epoch(train) [158][3380/3757] lr: 3.975e-04 eta: 6:03:45 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 8.9433 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3500 loss: 1.3500 2022/06/27 09:50:37 - mmengine - INFO - Epoch(train) [158][3400/3757] lr: 3.975e-04 eta: 6:03:40 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 11.2380 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4675 loss: 1.4675 2022/06/27 09:50:42 - mmengine - INFO - Epoch(train) [158][3420/3757] lr: 3.975e-04 eta: 6:03:34 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 15.0214 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6469 loss: 1.6469 2022/06/27 09:50:47 - mmengine - INFO - Epoch(train) [158][3440/3757] lr: 3.975e-04 eta: 6:03:29 time: 0.271 data_time: 0.022 memory: 5036 grad_norm: 10.9048 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.8234 loss: 1.8234 2022/06/27 09:50:53 - mmengine - INFO - Epoch(train) [158][3460/3757] lr: 3.975e-04 eta: 6:03:24 time: 0.264 data_time: 0.007 memory: 5036 grad_norm: 10.7562 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6769 loss: 1.6769 2022/06/27 09:50:58 - mmengine - INFO - Epoch(train) [158][3480/3757] lr: 3.975e-04 eta: 6:03:19 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 12.2838 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8911 loss: 1.8911 2022/06/27 09:51:03 - mmengine - INFO - Epoch(train) [158][3500/3757] lr: 3.975e-04 eta: 6:03:13 time: 0.251 data_time: 0.007 memory: 5036 grad_norm: 11.7105 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.5947 loss: 1.5947 2022/06/27 09:51:08 - mmengine - INFO - Epoch(train) [158][3520/3757] lr: 3.975e-04 eta: 6:03:08 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 15.1042 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3031 loss: 1.3031 2022/06/27 09:51:14 - mmengine - INFO - Epoch(train) [158][3540/3757] lr: 3.975e-04 eta: 6:03:03 time: 0.269 data_time: 0.006 memory: 5036 grad_norm: 10.7615 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3660 loss: 1.3660 2022/06/27 09:51:19 - mmengine - INFO - Epoch(train) [158][3560/3757] lr: 3.975e-04 eta: 6:02:58 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 11.9104 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9783 loss: 1.9783 2022/06/27 09:51:24 - mmengine - INFO - Epoch(train) [158][3580/3757] lr: 3.975e-04 eta: 6:02:52 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 13.1721 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1031 loss: 2.1031 2022/06/27 09:51:29 - mmengine - INFO - Epoch(train) [158][3600/3757] lr: 3.975e-04 eta: 6:02:47 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 12.7221 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.6498 loss: 1.6498 2022/06/27 09:51:35 - mmengine - INFO - Epoch(train) [158][3620/3757] lr: 3.975e-04 eta: 6:02:42 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 10.7663 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5978 loss: 1.5978 2022/06/27 09:51:40 - mmengine - INFO - Epoch(train) [158][3640/3757] lr: 3.975e-04 eta: 6:02:37 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 12.5686 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3221 loss: 1.3221 2022/06/27 09:51:45 - mmengine - INFO - Epoch(train) [158][3660/3757] lr: 3.975e-04 eta: 6:02:31 time: 0.261 data_time: 0.009 memory: 5036 grad_norm: 11.3548 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6497 loss: 1.6497 2022/06/27 09:51:51 - mmengine - INFO - Epoch(train) [158][3680/3757] lr: 3.975e-04 eta: 6:02:26 time: 0.267 data_time: 0.006 memory: 5036 grad_norm: 13.1737 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.7842 loss: 1.7842 2022/06/27 09:51:56 - mmengine - INFO - Epoch(train) [158][3700/3757] lr: 3.975e-04 eta: 6:02:21 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 11.2433 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7269 loss: 1.7269 2022/06/27 09:52:01 - mmengine - INFO - Epoch(train) [158][3720/3757] lr: 3.975e-04 eta: 6:02:16 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 10.5665 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8193 loss: 1.8193 2022/06/27 09:52:06 - mmengine - INFO - Epoch(train) [158][3740/3757] lr: 3.975e-04 eta: 6:02:10 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 12.6978 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2941 loss: 1.2941 2022/06/27 09:52:11 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 09:52:11 - mmengine - INFO - Saving checkpoint at 158 epochs 2022/06/27 09:52:24 - mmengine - INFO - Epoch(val) [158][20/310] eta: 0:01:44 time: 0.103 data_time: 0.002 memory: 5036 2022/06/27 09:52:28 - mmengine - INFO - Epoch(val) [158][40/310] eta: 0:01:35 time: 0.107 data_time: 0.005 memory: 1723 2022/06/27 09:52:33 - mmengine - INFO - Epoch(val) [158][60/310] eta: 0:00:26 time: 0.103 data_time: 0.002 memory: 1723 2022/06/27 09:52:38 - mmengine - INFO - Epoch(val) [158][80/310] eta: 0:00:29 time: 0.103 data_time: 0.002 memory: 1723 2022/06/27 09:52:44 - mmengine - INFO - Epoch(val) [158][100/310] eta: 0:01:10 time: 0.103 data_time: 0.001 memory: 1723 2022/06/27 09:52:49 - mmengine - INFO - Epoch(val) [158][120/310] eta: 0:01:02 time: 0.226 data_time: 0.125 memory: 1723 2022/06/27 09:52:54 - mmengine - INFO - Epoch(val) [158][140/310] eta: 0:00:27 time: 0.106 data_time: 0.002 memory: 1723 2022/06/27 09:52:59 - mmengine - INFO - Epoch(val) [158][160/310] eta: 0:00:15 time: 0.103 data_time: 0.002 memory: 1723 2022/06/27 09:53:05 - mmengine - INFO - Epoch(val) [158][180/310] eta: 0:00:40 time: 0.524 data_time: 0.417 memory: 1723 2022/06/27 09:53:10 - mmengine - INFO - Epoch(val) [158][200/310] eta: 0:00:38 time: 0.104 data_time: 0.001 memory: 1723 2022/06/27 09:53:15 - mmengine - INFO - Epoch(val) [158][220/310] eta: 0:00:14 time: 0.109 data_time: 0.001 memory: 1723 2022/06/27 09:53:20 - mmengine - INFO - Epoch(val) [158][240/310] eta: 0:00:07 time: 0.105 data_time: 0.002 memory: 1723 2022/06/27 09:53:27 - mmengine - INFO - Epoch(val) [158][260/310] eta: 0:00:17 time: 0.120 data_time: 0.001 memory: 1723 2022/06/27 09:53:31 - mmengine - INFO - Epoch(val) [158][280/310] eta: 0:00:08 time: 0.111 data_time: 0.002 memory: 1723 2022/06/27 09:53:33 - mmengine - INFO - Epoch(val) [158][300/310] eta: 0:00:01 time: 0.102 data_time: 0.001 memory: 1723 2022/06/27 09:53:35 - mmengine - INFO - Epoch(val) [158][310/310] acc/top1: 0.6057 acc/top5: 0.8241 acc/mean1: 0.6056 2022/06/27 09:53:45 - mmengine - INFO - Epoch(train) [159][20/3757] lr: 3.641e-04 eta: 6:02:01 time: 0.255 data_time: 0.012 memory: 5036 grad_norm: 13.1229 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9690 loss: 1.9690 2022/06/27 09:53:50 - mmengine - INFO - Epoch(train) [159][40/3757] lr: 3.641e-04 eta: 6:01:56 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 12.7444 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.5547 loss: 1.5547 2022/06/27 09:53:56 - mmengine - INFO - Epoch(train) [159][60/3757] lr: 3.641e-04 eta: 6:01:50 time: 0.253 data_time: 0.004 memory: 5036 grad_norm: 13.3831 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.7292 loss: 1.7292 2022/06/27 09:54:01 - mmengine - INFO - Epoch(train) [159][80/3757] lr: 3.641e-04 eta: 6:01:45 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 11.5088 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3941 loss: 1.3941 2022/06/27 09:54:07 - mmengine - INFO - Epoch(train) [159][100/3757] lr: 3.641e-04 eta: 6:01:40 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 10.8837 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7554 loss: 1.7554 2022/06/27 09:54:12 - mmengine - INFO - Epoch(train) [159][120/3757] lr: 3.641e-04 eta: 6:01:35 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 10.7332 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3618 loss: 1.3618 2022/06/27 09:54:17 - mmengine - INFO - Epoch(train) [159][140/3757] lr: 3.641e-04 eta: 6:01:30 time: 0.273 data_time: 0.003 memory: 5036 grad_norm: 14.6882 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.6460 loss: 1.6460 2022/06/27 09:54:23 - mmengine - INFO - Epoch(train) [159][160/3757] lr: 3.641e-04 eta: 6:01:24 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 11.3991 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.3360 loss: 1.3360 2022/06/27 09:54:28 - mmengine - INFO - Epoch(train) [159][180/3757] lr: 3.641e-04 eta: 6:01:19 time: 0.265 data_time: 0.016 memory: 5036 grad_norm: 10.5844 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5390 loss: 1.5390 2022/06/27 09:54:33 - mmengine - INFO - Epoch(train) [159][200/3757] lr: 3.641e-04 eta: 6:01:14 time: 0.262 data_time: 0.004 memory: 5036 grad_norm: 12.5479 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.2491 loss: 1.2491 2022/06/27 09:54:39 - mmengine - INFO - Epoch(train) [159][220/3757] lr: 3.641e-04 eta: 6:01:09 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 8.6846 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.2662 loss: 1.2662 2022/06/27 09:54:44 - mmengine - INFO - Epoch(train) [159][240/3757] lr: 3.641e-04 eta: 6:01:03 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 12.3063 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4154 loss: 1.4154 2022/06/27 09:54:50 - mmengine - INFO - Epoch(train) [159][260/3757] lr: 3.641e-04 eta: 6:00:58 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 10.8959 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.6385 loss: 1.6385 2022/06/27 09:54:55 - mmengine - INFO - Epoch(train) [159][280/3757] lr: 3.641e-04 eta: 6:00:53 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 10.4013 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.5546 loss: 1.5546 2022/06/27 09:55:00 - mmengine - INFO - Epoch(train) [159][300/3757] lr: 3.641e-04 eta: 6:00:48 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 11.8316 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.7831 loss: 1.7831 2022/06/27 09:55:06 - mmengine - INFO - Epoch(train) [159][320/3757] lr: 3.641e-04 eta: 6:00:42 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 12.0095 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3450 loss: 1.3450 2022/06/27 09:55:11 - mmengine - INFO - Epoch(train) [159][340/3757] lr: 3.641e-04 eta: 6:00:37 time: 0.271 data_time: 0.022 memory: 5036 grad_norm: 11.3042 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3817 loss: 1.3817 2022/06/27 09:55:17 - mmengine - INFO - Epoch(train) [159][360/3757] lr: 3.641e-04 eta: 6:00:32 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 13.2764 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7560 loss: 1.7560 2022/06/27 09:55:22 - mmengine - INFO - Epoch(train) [159][380/3757] lr: 3.641e-04 eta: 6:00:27 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 11.0927 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9192 loss: 1.9192 2022/06/27 09:55:26 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 09:55:27 - mmengine - INFO - Epoch(train) [159][400/3757] lr: 3.641e-04 eta: 6:00:21 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 12.4093 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7755 loss: 1.7755 2022/06/27 09:55:33 - mmengine - INFO - Epoch(train) [159][420/3757] lr: 3.641e-04 eta: 6:00:16 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 12.8314 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6468 loss: 1.6468 2022/06/27 09:55:38 - mmengine - INFO - Epoch(train) [159][440/3757] lr: 3.641e-04 eta: 6:00:11 time: 0.272 data_time: 0.003 memory: 5036 grad_norm: 14.0518 top1_acc: 0.2500 top5_acc: 1.0000 loss_cls: 1.9677 loss: 1.9677 2022/06/27 09:55:43 - mmengine - INFO - Epoch(train) [159][460/3757] lr: 3.641e-04 eta: 6:00:06 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 9.7514 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.5460 loss: 1.5460 2022/06/27 09:55:49 - mmengine - INFO - Epoch(train) [159][480/3757] lr: 3.641e-04 eta: 6:00:00 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 12.6169 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6547 loss: 1.6547 2022/06/27 09:55:54 - mmengine - INFO - Epoch(train) [159][500/3757] lr: 3.641e-04 eta: 5:59:55 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 13.0358 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4389 loss: 1.4389 2022/06/27 09:55:59 - mmengine - INFO - Epoch(train) [159][520/3757] lr: 3.641e-04 eta: 5:59:50 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 15.4050 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.7648 loss: 1.7648 2022/06/27 09:56:04 - mmengine - INFO - Epoch(train) [159][540/3757] lr: 3.641e-04 eta: 5:59:45 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 12.0085 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.7092 loss: 1.7092 2022/06/27 09:56:10 - mmengine - INFO - Epoch(train) [159][560/3757] lr: 3.641e-04 eta: 5:59:39 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 14.1872 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3178 loss: 1.3178 2022/06/27 09:56:15 - mmengine - INFO - Epoch(train) [159][580/3757] lr: 3.641e-04 eta: 5:59:34 time: 0.268 data_time: 0.006 memory: 5036 grad_norm: 11.4367 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5757 loss: 1.5757 2022/06/27 09:56:20 - mmengine - INFO - Epoch(train) [159][600/3757] lr: 3.641e-04 eta: 5:59:29 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 11.8941 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4396 loss: 1.4396 2022/06/27 09:56:26 - mmengine - INFO - Epoch(train) [159][620/3757] lr: 3.641e-04 eta: 5:59:24 time: 0.263 data_time: 0.010 memory: 5036 grad_norm: 10.6144 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.9151 loss: 1.9151 2022/06/27 09:56:31 - mmengine - INFO - Epoch(train) [159][640/3757] lr: 3.641e-04 eta: 5:59:18 time: 0.265 data_time: 0.006 memory: 5036 grad_norm: 14.0524 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4517 loss: 1.4517 2022/06/27 09:56:36 - mmengine - INFO - Epoch(train) [159][660/3757] lr: 3.641e-04 eta: 5:59:13 time: 0.258 data_time: 0.012 memory: 5036 grad_norm: 12.8125 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.8591 loss: 1.8591 2022/06/27 09:56:41 - mmengine - INFO - Epoch(train) [159][680/3757] lr: 3.641e-04 eta: 5:59:08 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 9.9728 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.4078 loss: 1.4078 2022/06/27 09:56:47 - mmengine - INFO - Epoch(train) [159][700/3757] lr: 3.641e-04 eta: 5:59:02 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 11.0786 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0083 loss: 2.0083 2022/06/27 09:56:52 - mmengine - INFO - Epoch(train) [159][720/3757] lr: 3.641e-04 eta: 5:58:57 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 11.9899 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6915 loss: 1.6915 2022/06/27 09:56:57 - mmengine - INFO - Epoch(train) [159][740/3757] lr: 3.641e-04 eta: 5:58:52 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 11.4503 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3772 loss: 1.3772 2022/06/27 09:57:02 - mmengine - INFO - Epoch(train) [159][760/3757] lr: 3.641e-04 eta: 5:58:47 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 12.4401 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.9118 loss: 1.9118 2022/06/27 09:57:08 - mmengine - INFO - Epoch(train) [159][780/3757] lr: 3.641e-04 eta: 5:58:41 time: 0.420 data_time: 0.154 memory: 5036 grad_norm: 10.9499 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4942 loss: 1.4942 2022/06/27 09:57:13 - mmengine - INFO - Epoch(train) [159][800/3757] lr: 3.641e-04 eta: 5:58:36 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 10.3368 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6870 loss: 1.6870 2022/06/27 09:57:19 - mmengine - INFO - Epoch(train) [159][820/3757] lr: 3.641e-04 eta: 5:58:31 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 11.5411 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7181 loss: 1.7181 2022/06/27 09:57:24 - mmengine - INFO - Epoch(train) [159][840/3757] lr: 3.641e-04 eta: 5:58:26 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 13.8857 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.7780 loss: 1.7780 2022/06/27 09:57:30 - mmengine - INFO - Epoch(train) [159][860/3757] lr: 3.641e-04 eta: 5:58:20 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 10.4558 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4952 loss: 1.4952 2022/06/27 09:57:35 - mmengine - INFO - Epoch(train) [159][880/3757] lr: 3.641e-04 eta: 5:58:15 time: 0.261 data_time: 0.009 memory: 5036 grad_norm: 13.3819 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7486 loss: 1.7486 2022/06/27 09:57:40 - mmengine - INFO - Epoch(train) [159][900/3757] lr: 3.641e-04 eta: 5:58:10 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 13.4881 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.3212 loss: 1.3212 2022/06/27 09:57:45 - mmengine - INFO - Epoch(train) [159][920/3757] lr: 3.641e-04 eta: 5:58:05 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 12.8132 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.6928 loss: 1.6928 2022/06/27 09:57:51 - mmengine - INFO - Epoch(train) [159][940/3757] lr: 3.641e-04 eta: 5:57:59 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 10.3609 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.7663 loss: 1.7663 2022/06/27 09:57:56 - mmengine - INFO - Epoch(train) [159][960/3757] lr: 3.641e-04 eta: 5:57:54 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 11.1445 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6711 loss: 1.6711 2022/06/27 09:58:02 - mmengine - INFO - Epoch(train) [159][980/3757] lr: 3.641e-04 eta: 5:57:49 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 11.7816 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2001 loss: 2.2001 2022/06/27 09:58:07 - mmengine - INFO - Epoch(train) [159][1000/3757] lr: 3.641e-04 eta: 5:57:44 time: 0.262 data_time: 0.009 memory: 5036 grad_norm: 13.3434 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5436 loss: 1.5436 2022/06/27 09:58:12 - mmengine - INFO - Epoch(train) [159][1020/3757] lr: 3.641e-04 eta: 5:57:38 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 12.2388 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.6483 loss: 1.6483 2022/06/27 09:58:17 - mmengine - INFO - Epoch(train) [159][1040/3757] lr: 3.641e-04 eta: 5:57:33 time: 0.266 data_time: 0.004 memory: 5036 grad_norm: 12.8056 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8842 loss: 1.8842 2022/06/27 09:58:23 - mmengine - INFO - Epoch(train) [159][1060/3757] lr: 3.641e-04 eta: 5:57:28 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 12.1357 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7349 loss: 1.7349 2022/06/27 09:58:28 - mmengine - INFO - Epoch(train) [159][1080/3757] lr: 3.641e-04 eta: 5:57:23 time: 0.288 data_time: 0.023 memory: 5036 grad_norm: 14.0653 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.3351 loss: 2.3351 2022/06/27 09:58:33 - mmengine - INFO - Epoch(train) [159][1100/3757] lr: 3.641e-04 eta: 5:57:17 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 10.6065 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8074 loss: 1.8074 2022/06/27 09:58:38 - mmengine - INFO - Epoch(train) [159][1120/3757] lr: 3.641e-04 eta: 5:57:12 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 11.6960 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4848 loss: 1.4848 2022/06/27 09:58:44 - mmengine - INFO - Epoch(train) [159][1140/3757] lr: 3.641e-04 eta: 5:57:07 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 11.4140 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3243 loss: 1.3243 2022/06/27 09:58:49 - mmengine - INFO - Epoch(train) [159][1160/3757] lr: 3.641e-04 eta: 5:57:02 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 10.7989 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4409 loss: 1.4409 2022/06/27 09:58:54 - mmengine - INFO - Epoch(train) [159][1180/3757] lr: 3.641e-04 eta: 5:56:56 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 11.8299 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8890 loss: 1.8890 2022/06/27 09:59:00 - mmengine - INFO - Epoch(train) [159][1200/3757] lr: 3.641e-04 eta: 5:56:51 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 12.7290 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2951 loss: 1.2951 2022/06/27 09:59:05 - mmengine - INFO - Epoch(train) [159][1220/3757] lr: 3.641e-04 eta: 5:56:46 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 12.4873 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.3578 loss: 1.3578 2022/06/27 09:59:10 - mmengine - INFO - Epoch(train) [159][1240/3757] lr: 3.641e-04 eta: 5:56:41 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 11.9454 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7020 loss: 1.7020 2022/06/27 09:59:15 - mmengine - INFO - Epoch(train) [159][1260/3757] lr: 3.641e-04 eta: 5:56:35 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 11.3730 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.2252 loss: 1.2252 2022/06/27 09:59:21 - mmengine - INFO - Epoch(train) [159][1280/3757] lr: 3.641e-04 eta: 5:56:30 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 9.0752 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.1738 loss: 1.1738 2022/06/27 09:59:26 - mmengine - INFO - Epoch(train) [159][1300/3757] lr: 3.641e-04 eta: 5:56:25 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 12.0394 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4483 loss: 1.4483 2022/06/27 09:59:32 - mmengine - INFO - Epoch(train) [159][1320/3757] lr: 3.641e-04 eta: 5:56:20 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 11.4964 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2496 loss: 1.2496 2022/06/27 09:59:37 - mmengine - INFO - Epoch(train) [159][1340/3757] lr: 3.641e-04 eta: 5:56:14 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 10.5176 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.5146 loss: 1.5146 2022/06/27 09:59:42 - mmengine - INFO - Epoch(train) [159][1360/3757] lr: 3.641e-04 eta: 5:56:09 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 12.7289 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.5114 loss: 1.5114 2022/06/27 09:59:47 - mmengine - INFO - Epoch(train) [159][1380/3757] lr: 3.641e-04 eta: 5:56:04 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 10.4325 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4908 loss: 1.4908 2022/06/27 09:59:51 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 09:59:53 - mmengine - INFO - Epoch(train) [159][1400/3757] lr: 3.641e-04 eta: 5:55:59 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 12.8271 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.0152 loss: 1.0152 2022/06/27 09:59:58 - mmengine - INFO - Epoch(train) [159][1420/3757] lr: 3.641e-04 eta: 5:55:53 time: 0.262 data_time: 0.013 memory: 5036 grad_norm: 13.6213 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.2145 loss: 1.2145 2022/06/27 10:00:03 - mmengine - INFO - Epoch(train) [159][1440/3757] lr: 3.641e-04 eta: 5:55:48 time: 0.252 data_time: 0.010 memory: 5036 grad_norm: 10.7733 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.6581 loss: 1.6581 2022/06/27 10:00:08 - mmengine - INFO - Epoch(train) [159][1460/3757] lr: 3.641e-04 eta: 5:55:43 time: 0.253 data_time: 0.008 memory: 5036 grad_norm: 10.6945 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.9856 loss: 1.9856 2022/06/27 10:00:14 - mmengine - INFO - Epoch(train) [159][1480/3757] lr: 3.641e-04 eta: 5:55:38 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 12.0913 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.7508 loss: 1.7508 2022/06/27 10:00:19 - mmengine - INFO - Epoch(train) [159][1500/3757] lr: 3.641e-04 eta: 5:55:32 time: 0.256 data_time: 0.013 memory: 5036 grad_norm: 11.7905 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 1.2059 loss: 1.2059 2022/06/27 10:00:24 - mmengine - INFO - Epoch(train) [159][1520/3757] lr: 3.641e-04 eta: 5:55:27 time: 0.266 data_time: 0.003 memory: 5036 grad_norm: 12.7244 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.7954 loss: 1.7954 2022/06/27 10:00:29 - mmengine - INFO - Epoch(train) [159][1540/3757] lr: 3.641e-04 eta: 5:55:22 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 10.6174 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5430 loss: 1.5430 2022/06/27 10:00:35 - mmengine - INFO - Epoch(train) [159][1560/3757] lr: 3.641e-04 eta: 5:55:16 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 14.5179 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.7706 loss: 1.7706 2022/06/27 10:00:40 - mmengine - INFO - Epoch(train) [159][1580/3757] lr: 3.641e-04 eta: 5:55:11 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 11.0283 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6864 loss: 1.6864 2022/06/27 10:00:45 - mmengine - INFO - Epoch(train) [159][1600/3757] lr: 3.641e-04 eta: 5:55:06 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 13.4298 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4559 loss: 1.4559 2022/06/27 10:00:50 - mmengine - INFO - Epoch(train) [159][1620/3757] lr: 3.641e-04 eta: 5:55:01 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 11.7845 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1199 loss: 1.1199 2022/06/27 10:00:56 - mmengine - INFO - Epoch(train) [159][1640/3757] lr: 3.641e-04 eta: 5:54:55 time: 0.263 data_time: 0.007 memory: 5036 grad_norm: 11.9390 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.4083 loss: 1.4083 2022/06/27 10:01:01 - mmengine - INFO - Epoch(train) [159][1660/3757] lr: 3.641e-04 eta: 5:54:50 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 12.3162 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4394 loss: 1.4394 2022/06/27 10:01:06 - mmengine - INFO - Epoch(train) [159][1680/3757] lr: 3.641e-04 eta: 5:54:45 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 12.1114 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6082 loss: 1.6082 2022/06/27 10:01:12 - mmengine - INFO - Epoch(train) [159][1700/3757] lr: 3.641e-04 eta: 5:54:40 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 12.5217 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2056 loss: 2.2056 2022/06/27 10:01:17 - mmengine - INFO - Epoch(train) [159][1720/3757] lr: 3.641e-04 eta: 5:54:34 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 12.1089 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.5752 loss: 1.5752 2022/06/27 10:01:22 - mmengine - INFO - Epoch(train) [159][1740/3757] lr: 3.641e-04 eta: 5:54:29 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 11.8683 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4815 loss: 1.4815 2022/06/27 10:01:27 - mmengine - INFO - Epoch(train) [159][1760/3757] lr: 3.641e-04 eta: 5:54:24 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 11.7009 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.6970 loss: 1.6970 2022/06/27 10:01:33 - mmengine - INFO - Epoch(train) [159][1780/3757] lr: 3.641e-04 eta: 5:54:19 time: 0.257 data_time: 0.008 memory: 5036 grad_norm: 12.3833 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.6638 loss: 1.6638 2022/06/27 10:01:38 - mmengine - INFO - Epoch(train) [159][1800/3757] lr: 3.641e-04 eta: 5:54:13 time: 0.415 data_time: 0.160 memory: 5036 grad_norm: 15.1746 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.4991 loss: 1.4991 2022/06/27 10:01:44 - mmengine - INFO - Epoch(train) [159][1820/3757] lr: 3.641e-04 eta: 5:54:08 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 10.3498 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6202 loss: 1.6202 2022/06/27 10:01:49 - mmengine - INFO - Epoch(train) [159][1840/3757] lr: 3.641e-04 eta: 5:54:03 time: 0.259 data_time: 0.010 memory: 5036 grad_norm: 12.9531 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5205 loss: 1.5205 2022/06/27 10:01:54 - mmengine - INFO - Epoch(train) [159][1860/3757] lr: 3.641e-04 eta: 5:53:58 time: 0.271 data_time: 0.007 memory: 5036 grad_norm: 14.6084 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.6099 loss: 1.6099 2022/06/27 10:01:59 - mmengine - INFO - Epoch(train) [159][1880/3757] lr: 3.641e-04 eta: 5:53:52 time: 0.258 data_time: 0.014 memory: 5036 grad_norm: 10.2162 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.0727 loss: 1.0727 2022/06/27 10:02:05 - mmengine - INFO - Epoch(train) [159][1900/3757] lr: 3.641e-04 eta: 5:53:47 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 12.6056 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5461 loss: 1.5461 2022/06/27 10:02:10 - mmengine - INFO - Epoch(train) [159][1920/3757] lr: 3.641e-04 eta: 5:53:42 time: 0.269 data_time: 0.012 memory: 5036 grad_norm: 14.5835 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3638 loss: 1.3638 2022/06/27 10:02:16 - mmengine - INFO - Epoch(train) [159][1940/3757] lr: 3.641e-04 eta: 5:53:37 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 10.9468 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8765 loss: 1.8765 2022/06/27 10:02:21 - mmengine - INFO - Epoch(train) [159][1960/3757] lr: 3.641e-04 eta: 5:53:31 time: 0.259 data_time: 0.008 memory: 5036 grad_norm: 13.7063 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.5019 loss: 1.5019 2022/06/27 10:02:26 - mmengine - INFO - Epoch(train) [159][1980/3757] lr: 3.641e-04 eta: 5:53:26 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 10.7645 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.6232 loss: 1.6232 2022/06/27 10:02:32 - mmengine - INFO - Epoch(train) [159][2000/3757] lr: 3.641e-04 eta: 5:53:21 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 11.2947 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3185 loss: 1.3185 2022/06/27 10:02:37 - mmengine - INFO - Epoch(train) [159][2020/3757] lr: 3.641e-04 eta: 5:53:16 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 13.9172 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4568 loss: 1.4568 2022/06/27 10:02:42 - mmengine - INFO - Epoch(train) [159][2040/3757] lr: 3.641e-04 eta: 5:53:10 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 11.6259 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.9272 loss: 1.9272 2022/06/27 10:02:48 - mmengine - INFO - Epoch(train) [159][2060/3757] lr: 3.641e-04 eta: 5:53:05 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 11.2154 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2279 loss: 1.2279 2022/06/27 10:02:53 - mmengine - INFO - Epoch(train) [159][2080/3757] lr: 3.641e-04 eta: 5:53:00 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 10.6448 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0279 loss: 2.0279 2022/06/27 10:02:59 - mmengine - INFO - Epoch(train) [159][2100/3757] lr: 3.641e-04 eta: 5:52:55 time: 0.422 data_time: 0.168 memory: 5036 grad_norm: 13.4617 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4731 loss: 1.4731 2022/06/27 10:03:04 - mmengine - INFO - Epoch(train) [159][2120/3757] lr: 3.641e-04 eta: 5:52:49 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 12.0394 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6188 loss: 1.6188 2022/06/27 10:03:10 - mmengine - INFO - Epoch(train) [159][2140/3757] lr: 3.641e-04 eta: 5:52:44 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 12.7498 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.8814 loss: 1.8814 2022/06/27 10:03:15 - mmengine - INFO - Epoch(train) [159][2160/3757] lr: 3.641e-04 eta: 5:52:39 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 12.4588 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.3738 loss: 1.3738 2022/06/27 10:03:20 - mmengine - INFO - Epoch(train) [159][2180/3757] lr: 3.641e-04 eta: 5:52:34 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 13.4150 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.0672 loss: 2.0672 2022/06/27 10:03:25 - mmengine - INFO - Epoch(train) [159][2200/3757] lr: 3.641e-04 eta: 5:52:28 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 11.5076 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7223 loss: 1.7223 2022/06/27 10:03:30 - mmengine - INFO - Epoch(train) [159][2220/3757] lr: 3.641e-04 eta: 5:52:23 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 10.3526 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8383 loss: 1.8383 2022/06/27 10:03:36 - mmengine - INFO - Epoch(train) [159][2240/3757] lr: 3.641e-04 eta: 5:52:18 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 10.6758 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.1671 loss: 1.1671 2022/06/27 10:03:41 - mmengine - INFO - Epoch(train) [159][2260/3757] lr: 3.641e-04 eta: 5:52:13 time: 0.257 data_time: 0.010 memory: 5036 grad_norm: 12.7315 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.5857 loss: 1.5857 2022/06/27 10:03:46 - mmengine - INFO - Epoch(train) [159][2280/3757] lr: 3.641e-04 eta: 5:52:07 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 10.2668 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9124 loss: 1.9124 2022/06/27 10:03:52 - mmengine - INFO - Epoch(train) [159][2300/3757] lr: 3.641e-04 eta: 5:52:02 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 13.1936 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4749 loss: 1.4749 2022/06/27 10:03:57 - mmengine - INFO - Epoch(train) [159][2320/3757] lr: 3.641e-04 eta: 5:51:57 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 12.6590 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.9439 loss: 1.9439 2022/06/27 10:04:02 - mmengine - INFO - Epoch(train) [159][2340/3757] lr: 3.641e-04 eta: 5:51:52 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 15.2276 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7465 loss: 1.7465 2022/06/27 10:04:08 - mmengine - INFO - Epoch(train) [159][2360/3757] lr: 3.641e-04 eta: 5:51:46 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 11.9673 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4917 loss: 1.4917 2022/06/27 10:04:13 - mmengine - INFO - Epoch(train) [159][2380/3757] lr: 3.641e-04 eta: 5:51:41 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 9.9413 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.5031 loss: 1.5031 2022/06/27 10:04:17 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 10:04:18 - mmengine - INFO - Epoch(train) [159][2400/3757] lr: 3.641e-04 eta: 5:51:36 time: 0.255 data_time: 0.010 memory: 5036 grad_norm: 9.3767 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.2626 loss: 1.2626 2022/06/27 10:04:23 - mmengine - INFO - Epoch(train) [159][2420/3757] lr: 3.641e-04 eta: 5:51:31 time: 0.256 data_time: 0.008 memory: 5036 grad_norm: 13.5048 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8222 loss: 1.8222 2022/06/27 10:04:29 - mmengine - INFO - Epoch(train) [159][2440/3757] lr: 3.641e-04 eta: 5:51:25 time: 0.267 data_time: 0.014 memory: 5036 grad_norm: 11.8378 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.1593 loss: 1.1593 2022/06/27 10:04:34 - mmengine - INFO - Epoch(train) [159][2460/3757] lr: 3.641e-04 eta: 5:51:20 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 11.8830 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4803 loss: 1.4803 2022/06/27 10:04:39 - mmengine - INFO - Epoch(train) [159][2480/3757] lr: 3.641e-04 eta: 5:51:15 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 12.3229 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8113 loss: 1.8113 2022/06/27 10:04:44 - mmengine - INFO - Epoch(train) [159][2500/3757] lr: 3.641e-04 eta: 5:51:10 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 12.2849 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.6320 loss: 1.6320 2022/06/27 10:04:50 - mmengine - INFO - Epoch(train) [159][2520/3757] lr: 3.641e-04 eta: 5:51:04 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 11.2065 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.8546 loss: 1.8546 2022/06/27 10:04:55 - mmengine - INFO - Epoch(train) [159][2540/3757] lr: 3.641e-04 eta: 5:50:59 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 10.9098 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.9326 loss: 1.9326 2022/06/27 10:05:01 - mmengine - INFO - Epoch(train) [159][2560/3757] lr: 3.641e-04 eta: 5:50:54 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 13.0433 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.1762 loss: 1.1762 2022/06/27 10:05:06 - mmengine - INFO - Epoch(train) [159][2580/3757] lr: 3.641e-04 eta: 5:50:49 time: 0.264 data_time: 0.007 memory: 5036 grad_norm: 11.6048 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.2784 loss: 1.2784 2022/06/27 10:05:11 - mmengine - INFO - Epoch(train) [159][2600/3757] lr: 3.641e-04 eta: 5:50:43 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 9.2837 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6630 loss: 1.6630 2022/06/27 10:05:16 - mmengine - INFO - Epoch(train) [159][2620/3757] lr: 3.641e-04 eta: 5:50:38 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 12.8254 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.4897 loss: 1.4897 2022/06/27 10:05:22 - mmengine - INFO - Epoch(train) [159][2640/3757] lr: 3.641e-04 eta: 5:50:33 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 9.4802 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.5590 loss: 1.5590 2022/06/27 10:05:27 - mmengine - INFO - Epoch(train) [159][2660/3757] lr: 3.641e-04 eta: 5:50:28 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 12.1928 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.0929 loss: 1.0929 2022/06/27 10:05:33 - mmengine - INFO - Epoch(train) [159][2680/3757] lr: 3.641e-04 eta: 5:50:22 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 13.1437 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.2649 loss: 1.2649 2022/06/27 10:05:38 - mmengine - INFO - Epoch(train) [159][2700/3757] lr: 3.641e-04 eta: 5:50:17 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 12.6634 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6715 loss: 1.6715 2022/06/27 10:05:43 - mmengine - INFO - Epoch(train) [159][2720/3757] lr: 3.641e-04 eta: 5:50:12 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 15.5936 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.6200 loss: 1.6200 2022/06/27 10:05:48 - mmengine - INFO - Epoch(train) [159][2740/3757] lr: 3.641e-04 eta: 5:50:07 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 12.3554 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7573 loss: 1.7573 2022/06/27 10:05:53 - mmengine - INFO - Epoch(train) [159][2760/3757] lr: 3.641e-04 eta: 5:50:01 time: 0.251 data_time: 0.007 memory: 5036 grad_norm: 12.5136 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8720 loss: 1.8720 2022/06/27 10:05:59 - mmengine - INFO - Epoch(train) [159][2780/3757] lr: 3.641e-04 eta: 5:49:56 time: 0.267 data_time: 0.003 memory: 5036 grad_norm: 12.1968 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.5955 loss: 1.5955 2022/06/27 10:06:04 - mmengine - INFO - Epoch(train) [159][2800/3757] lr: 3.641e-04 eta: 5:49:51 time: 0.269 data_time: 0.007 memory: 5036 grad_norm: 12.4002 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.8884 loss: 1.8884 2022/06/27 10:06:10 - mmengine - INFO - Epoch(train) [159][2820/3757] lr: 3.641e-04 eta: 5:49:46 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 11.3487 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.5996 loss: 1.5996 2022/06/27 10:06:15 - mmengine - INFO - Epoch(train) [159][2840/3757] lr: 3.641e-04 eta: 5:49:40 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 9.2907 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2004 loss: 2.2004 2022/06/27 10:06:20 - mmengine - INFO - Epoch(train) [159][2860/3757] lr: 3.641e-04 eta: 5:49:35 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 13.8629 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.5503 loss: 1.5503 2022/06/27 10:06:25 - mmengine - INFO - Epoch(train) [159][2880/3757] lr: 3.641e-04 eta: 5:49:30 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 9.7813 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3117 loss: 1.3117 2022/06/27 10:06:31 - mmengine - INFO - Epoch(train) [159][2900/3757] lr: 3.641e-04 eta: 5:49:25 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 13.6536 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9189 loss: 1.9189 2022/06/27 10:06:36 - mmengine - INFO - Epoch(train) [159][2920/3757] lr: 3.641e-04 eta: 5:49:19 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 13.0505 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8145 loss: 1.8145 2022/06/27 10:06:41 - mmengine - INFO - Epoch(train) [159][2940/3757] lr: 3.641e-04 eta: 5:49:14 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 13.1097 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4040 loss: 1.4040 2022/06/27 10:06:47 - mmengine - INFO - Epoch(train) [159][2960/3757] lr: 3.641e-04 eta: 5:49:09 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 11.9476 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.7193 loss: 1.7193 2022/06/27 10:06:52 - mmengine - INFO - Epoch(train) [159][2980/3757] lr: 3.641e-04 eta: 5:49:03 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 12.5200 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.9613 loss: 1.9613 2022/06/27 10:06:57 - mmengine - INFO - Epoch(train) [159][3000/3757] lr: 3.641e-04 eta: 5:48:58 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 12.4249 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7751 loss: 1.7751 2022/06/27 10:07:02 - mmengine - INFO - Epoch(train) [159][3020/3757] lr: 3.641e-04 eta: 5:48:53 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 13.1549 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5107 loss: 1.5107 2022/06/27 10:07:08 - mmengine - INFO - Epoch(train) [159][3040/3757] lr: 3.641e-04 eta: 5:48:48 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 12.4601 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.0496 loss: 1.0496 2022/06/27 10:07:13 - mmengine - INFO - Epoch(train) [159][3060/3757] lr: 3.641e-04 eta: 5:48:42 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 11.1686 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.6170 loss: 1.6170 2022/06/27 10:07:18 - mmengine - INFO - Epoch(train) [159][3080/3757] lr: 3.641e-04 eta: 5:48:37 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 10.2654 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.5912 loss: 1.5912 2022/06/27 10:07:23 - mmengine - INFO - Epoch(train) [159][3100/3757] lr: 3.641e-04 eta: 5:48:32 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 14.4395 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7858 loss: 1.7858 2022/06/27 10:07:29 - mmengine - INFO - Epoch(train) [159][3120/3757] lr: 3.641e-04 eta: 5:48:27 time: 0.429 data_time: 0.006 memory: 5036 grad_norm: 12.1892 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 1.7695 loss: 1.7695 2022/06/27 10:07:34 - mmengine - INFO - Epoch(train) [159][3140/3757] lr: 3.641e-04 eta: 5:48:21 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 11.5974 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3433 loss: 1.3433 2022/06/27 10:07:39 - mmengine - INFO - Epoch(train) [159][3160/3757] lr: 3.641e-04 eta: 5:48:16 time: 0.251 data_time: 0.007 memory: 5036 grad_norm: 13.2055 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.9293 loss: 1.9293 2022/06/27 10:07:45 - mmengine - INFO - Epoch(train) [159][3180/3757] lr: 3.641e-04 eta: 5:48:11 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 9.8720 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3892 loss: 1.3892 2022/06/27 10:07:50 - mmengine - INFO - Epoch(train) [159][3200/3757] lr: 3.641e-04 eta: 5:48:06 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 13.3717 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3890 loss: 1.3890 2022/06/27 10:07:55 - mmengine - INFO - Epoch(train) [159][3220/3757] lr: 3.641e-04 eta: 5:48:00 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 12.6982 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.5053 loss: 1.5053 2022/06/27 10:08:01 - mmengine - INFO - Epoch(train) [159][3240/3757] lr: 3.641e-04 eta: 5:47:55 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 12.8808 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7408 loss: 1.7408 2022/06/27 10:08:06 - mmengine - INFO - Epoch(train) [159][3260/3757] lr: 3.641e-04 eta: 5:47:50 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 10.2115 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.6189 loss: 1.6189 2022/06/27 10:08:12 - mmengine - INFO - Epoch(train) [159][3280/3757] lr: 3.641e-04 eta: 5:47:45 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 12.8504 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.9427 loss: 1.9427 2022/06/27 10:08:17 - mmengine - INFO - Epoch(train) [159][3300/3757] lr: 3.641e-04 eta: 5:47:39 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 9.9150 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5899 loss: 1.5899 2022/06/27 10:08:22 - mmengine - INFO - Epoch(train) [159][3320/3757] lr: 3.641e-04 eta: 5:47:34 time: 0.264 data_time: 0.006 memory: 5036 grad_norm: 10.7993 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6776 loss: 1.6776 2022/06/27 10:08:27 - mmengine - INFO - Epoch(train) [159][3340/3757] lr: 3.641e-04 eta: 5:47:29 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 12.5471 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.6098 loss: 1.6098 2022/06/27 10:08:33 - mmengine - INFO - Epoch(train) [159][3360/3757] lr: 3.641e-04 eta: 5:47:24 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 10.5206 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7070 loss: 1.7070 2022/06/27 10:08:38 - mmengine - INFO - Epoch(train) [159][3380/3757] lr: 3.641e-04 eta: 5:47:18 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 10.9705 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6536 loss: 1.6536 2022/06/27 10:08:42 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 10:08:44 - mmengine - INFO - Epoch(train) [159][3400/3757] lr: 3.641e-04 eta: 5:47:13 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 12.7475 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.1439 loss: 1.1439 2022/06/27 10:08:49 - mmengine - INFO - Epoch(train) [159][3420/3757] lr: 3.641e-04 eta: 5:47:08 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 10.3919 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4061 loss: 1.4061 2022/06/27 10:08:54 - mmengine - INFO - Epoch(train) [159][3440/3757] lr: 3.641e-04 eta: 5:47:03 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 12.8848 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5400 loss: 1.5400 2022/06/27 10:08:59 - mmengine - INFO - Epoch(train) [159][3460/3757] lr: 3.641e-04 eta: 5:46:57 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 12.0665 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7621 loss: 1.7621 2022/06/27 10:09:05 - mmengine - INFO - Epoch(train) [159][3480/3757] lr: 3.641e-04 eta: 5:46:52 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 14.0358 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6062 loss: 1.6062 2022/06/27 10:09:10 - mmengine - INFO - Epoch(train) [159][3500/3757] lr: 3.641e-04 eta: 5:46:47 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 12.7904 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.0770 loss: 2.0770 2022/06/27 10:09:15 - mmengine - INFO - Epoch(train) [159][3520/3757] lr: 3.641e-04 eta: 5:46:42 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 13.2210 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.6907 loss: 1.6907 2022/06/27 10:09:21 - mmengine - INFO - Epoch(train) [159][3540/3757] lr: 3.641e-04 eta: 5:46:36 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 11.6656 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.5567 loss: 1.5567 2022/06/27 10:09:26 - mmengine - INFO - Epoch(train) [159][3560/3757] lr: 3.641e-04 eta: 5:46:31 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 13.7777 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6300 loss: 1.6300 2022/06/27 10:09:31 - mmengine - INFO - Epoch(train) [159][3580/3757] lr: 3.641e-04 eta: 5:46:26 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 12.5219 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8880 loss: 1.8880 2022/06/27 10:09:36 - mmengine - INFO - Epoch(train) [159][3600/3757] lr: 3.641e-04 eta: 5:46:21 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 12.2885 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.6218 loss: 1.6218 2022/06/27 10:09:42 - mmengine - INFO - Epoch(train) [159][3620/3757] lr: 3.641e-04 eta: 5:46:15 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 11.3437 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0567 loss: 2.0567 2022/06/27 10:09:47 - mmengine - INFO - Epoch(train) [159][3640/3757] lr: 3.641e-04 eta: 5:46:10 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 12.0877 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7592 loss: 1.7592 2022/06/27 10:09:52 - mmengine - INFO - Epoch(train) [159][3660/3757] lr: 3.641e-04 eta: 5:46:05 time: 0.264 data_time: 0.007 memory: 5036 grad_norm: 12.2741 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5653 loss: 1.5653 2022/06/27 10:09:58 - mmengine - INFO - Epoch(train) [159][3680/3757] lr: 3.641e-04 eta: 5:46:00 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 10.3695 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.6334 loss: 1.6334 2022/06/27 10:10:03 - mmengine - INFO - Epoch(train) [159][3700/3757] lr: 3.641e-04 eta: 5:45:54 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 11.4655 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.5923 loss: 1.5923 2022/06/27 10:10:08 - mmengine - INFO - Epoch(train) [159][3720/3757] lr: 3.641e-04 eta: 5:45:49 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 13.7847 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.0857 loss: 2.0857 2022/06/27 10:10:13 - mmengine - INFO - Epoch(train) [159][3740/3757] lr: 3.641e-04 eta: 5:45:44 time: 0.243 data_time: 0.006 memory: 5036 grad_norm: 10.8046 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4297 loss: 1.4297 2022/06/27 10:10:17 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 10:10:17 - mmengine - INFO - Saving checkpoint at 159 epochs 2022/06/27 10:10:31 - mmengine - INFO - Epoch(val) [159][20/310] eta: 0:01:49 time: 0.106 data_time: 0.005 memory: 5036 2022/06/27 10:10:35 - mmengine - INFO - Epoch(val) [159][40/310] eta: 0:01:39 time: 0.115 data_time: 0.006 memory: 1723 2022/06/27 10:10:40 - mmengine - INFO - Epoch(val) [159][60/310] eta: 0:00:26 time: 0.104 data_time: 0.002 memory: 1723 2022/06/27 10:10:44 - mmengine - INFO - Epoch(val) [159][80/310] eta: 0:00:24 time: 0.104 data_time: 0.002 memory: 1723 2022/06/27 10:10:51 - mmengine - INFO - Epoch(val) [159][100/310] eta: 0:01:12 time: 0.105 data_time: 0.002 memory: 1723 2022/06/27 10:10:56 - mmengine - INFO - Epoch(val) [159][120/310] eta: 0:01:11 time: 0.234 data_time: 0.133 memory: 1723 2022/06/27 10:11:01 - mmengine - INFO - Epoch(val) [159][140/310] eta: 0:00:20 time: 0.109 data_time: 0.001 memory: 1723 2022/06/27 10:11:06 - mmengine - INFO - Epoch(val) [159][160/310] eta: 0:00:19 time: 0.109 data_time: 0.001 memory: 1723 2022/06/27 10:11:13 - mmengine - INFO - Epoch(val) [159][180/310] eta: 0:00:40 time: 0.104 data_time: 0.002 memory: 1723 2022/06/27 10:11:17 - mmengine - INFO - Epoch(val) [159][200/310] eta: 0:00:34 time: 0.222 data_time: 0.116 memory: 1723 2022/06/27 10:11:22 - mmengine - INFO - Epoch(val) [159][220/310] eta: 0:00:10 time: 0.105 data_time: 0.002 memory: 1723 2022/06/27 10:11:27 - mmengine - INFO - Epoch(val) [159][240/310] eta: 0:00:07 time: 0.103 data_time: 0.001 memory: 1723 2022/06/27 10:11:34 - mmengine - INFO - Epoch(val) [159][260/310] eta: 0:00:18 time: 0.103 data_time: 0.001 memory: 1723 2022/06/27 10:11:38 - mmengine - INFO - Epoch(val) [159][280/310] eta: 0:00:09 time: 0.117 data_time: 0.002 memory: 1723 2022/06/27 10:11:40 - mmengine - INFO - Epoch(val) [159][300/310] eta: 0:00:01 time: 0.097 data_time: 0.001 memory: 1723 2022/06/27 10:11:42 - mmengine - INFO - Epoch(val) [159][310/310] acc/top1: 0.6027 acc/top5: 0.8239 acc/mean1: 0.6027 2022/06/27 10:11:52 - mmengine - INFO - Epoch(train) [160][20/3757] lr: 3.321e-04 eta: 5:45:34 time: 0.268 data_time: 0.018 memory: 5036 grad_norm: 14.8238 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6648 loss: 1.6648 2022/06/27 10:11:57 - mmengine - INFO - Epoch(train) [160][40/3757] lr: 3.321e-04 eta: 5:45:29 time: 0.258 data_time: 0.004 memory: 5036 grad_norm: 12.2527 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5102 loss: 1.5102 2022/06/27 10:12:03 - mmengine - INFO - Epoch(train) [160][60/3757] lr: 3.321e-04 eta: 5:45:24 time: 0.253 data_time: 0.004 memory: 5036 grad_norm: 9.4748 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6920 loss: 1.6920 2022/06/27 10:12:09 - mmengine - INFO - Epoch(train) [160][80/3757] lr: 3.321e-04 eta: 5:45:19 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 11.0652 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.6342 loss: 1.6342 2022/06/27 10:12:14 - mmengine - INFO - Epoch(train) [160][100/3757] lr: 3.321e-04 eta: 5:45:13 time: 0.248 data_time: 0.004 memory: 5036 grad_norm: 11.2188 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.2915 loss: 1.2915 2022/06/27 10:12:20 - mmengine - INFO - Epoch(train) [160][120/3757] lr: 3.321e-04 eta: 5:45:08 time: 0.266 data_time: 0.003 memory: 5036 grad_norm: 11.8572 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.8932 loss: 1.8932 2022/06/27 10:12:25 - mmengine - INFO - Epoch(train) [160][140/3757] lr: 3.321e-04 eta: 5:45:03 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 12.6216 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.5910 loss: 1.5910 2022/06/27 10:12:30 - mmengine - INFO - Epoch(train) [160][160/3757] lr: 3.321e-04 eta: 5:44:58 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 12.7499 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7892 loss: 1.7892 2022/06/27 10:12:36 - mmengine - INFO - Epoch(train) [160][180/3757] lr: 3.321e-04 eta: 5:44:52 time: 0.261 data_time: 0.004 memory: 5036 grad_norm: 12.6023 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.5867 loss: 1.5867 2022/06/27 10:12:41 - mmengine - INFO - Epoch(train) [160][200/3757] lr: 3.321e-04 eta: 5:44:47 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 13.4479 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3206 loss: 1.3206 2022/06/27 10:12:46 - mmengine - INFO - Epoch(train) [160][220/3757] lr: 3.321e-04 eta: 5:44:42 time: 0.253 data_time: 0.004 memory: 5036 grad_norm: 13.0681 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2369 loss: 1.2369 2022/06/27 10:12:51 - mmengine - INFO - Epoch(train) [160][240/3757] lr: 3.321e-04 eta: 5:44:37 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 15.5738 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3662 loss: 1.3662 2022/06/27 10:12:57 - mmengine - INFO - Epoch(train) [160][260/3757] lr: 3.321e-04 eta: 5:44:31 time: 0.255 data_time: 0.004 memory: 5036 grad_norm: 14.4964 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.7700 loss: 1.7700 2022/06/27 10:13:02 - mmengine - INFO - Epoch(train) [160][280/3757] lr: 3.321e-04 eta: 5:44:26 time: 0.260 data_time: 0.004 memory: 5036 grad_norm: 13.8322 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7795 loss: 1.7795 2022/06/27 10:13:08 - mmengine - INFO - Epoch(train) [160][300/3757] lr: 3.321e-04 eta: 5:44:21 time: 0.254 data_time: 0.005 memory: 5036 grad_norm: 12.1179 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7009 loss: 1.7009 2022/06/27 10:13:13 - mmengine - INFO - Epoch(train) [160][320/3757] lr: 3.321e-04 eta: 5:44:16 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 9.9088 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.6680 loss: 1.6680 2022/06/27 10:13:18 - mmengine - INFO - Epoch(train) [160][340/3757] lr: 3.321e-04 eta: 5:44:10 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 14.4686 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7807 loss: 1.7807 2022/06/27 10:13:24 - mmengine - INFO - Epoch(train) [160][360/3757] lr: 3.321e-04 eta: 5:44:05 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 12.2003 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9769 loss: 1.9769 2022/06/27 10:13:29 - mmengine - INFO - Epoch(train) [160][380/3757] lr: 3.321e-04 eta: 5:44:00 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 10.4474 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4347 loss: 1.4347 2022/06/27 10:13:34 - mmengine - INFO - Epoch(train) [160][400/3757] lr: 3.321e-04 eta: 5:43:55 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 8.1193 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4386 loss: 1.4386 2022/06/27 10:13:39 - mmengine - INFO - Epoch(train) [160][420/3757] lr: 3.321e-04 eta: 5:43:49 time: 0.262 data_time: 0.010 memory: 5036 grad_norm: 9.8325 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6598 loss: 1.6598 2022/06/27 10:13:45 - mmengine - INFO - Epoch(train) [160][440/3757] lr: 3.321e-04 eta: 5:43:44 time: 0.254 data_time: 0.008 memory: 5036 grad_norm: 11.2038 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4384 loss: 1.4384 2022/06/27 10:13:50 - mmengine - INFO - Epoch(train) [160][460/3757] lr: 3.321e-04 eta: 5:43:39 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 14.9697 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.2983 loss: 1.2983 2022/06/27 10:13:55 - mmengine - INFO - Epoch(train) [160][480/3757] lr: 3.321e-04 eta: 5:43:34 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 12.8806 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8603 loss: 1.8603 2022/06/27 10:14:01 - mmengine - INFO - Epoch(train) [160][500/3757] lr: 3.321e-04 eta: 5:43:28 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 12.6084 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7252 loss: 1.7252 2022/06/27 10:14:06 - mmengine - INFO - Epoch(train) [160][520/3757] lr: 3.321e-04 eta: 5:43:23 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 11.9805 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.9290 loss: 1.9290 2022/06/27 10:14:11 - mmengine - INFO - Epoch(train) [160][540/3757] lr: 3.321e-04 eta: 5:43:18 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 12.4998 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.6088 loss: 1.6088 2022/06/27 10:14:16 - mmengine - INFO - Epoch(train) [160][560/3757] lr: 3.321e-04 eta: 5:43:13 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 11.3882 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7614 loss: 1.7614 2022/06/27 10:14:22 - mmengine - INFO - Epoch(train) [160][580/3757] lr: 3.321e-04 eta: 5:43:07 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 10.4069 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.8616 loss: 1.8616 2022/06/27 10:14:27 - mmengine - INFO - Epoch(train) [160][600/3757] lr: 3.321e-04 eta: 5:43:02 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 10.9236 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.5033 loss: 1.5033 2022/06/27 10:14:33 - mmengine - INFO - Epoch(train) [160][620/3757] lr: 3.321e-04 eta: 5:42:57 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 10.6378 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5968 loss: 1.5968 2022/06/27 10:14:37 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 10:14:38 - mmengine - INFO - Epoch(train) [160][640/3757] lr: 3.321e-04 eta: 5:42:52 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 11.4479 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2914 loss: 1.2914 2022/06/27 10:14:43 - mmengine - INFO - Epoch(train) [160][660/3757] lr: 3.321e-04 eta: 5:42:46 time: 0.253 data_time: 0.008 memory: 5036 grad_norm: 10.3553 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4900 loss: 1.4900 2022/06/27 10:14:48 - mmengine - INFO - Epoch(train) [160][680/3757] lr: 3.321e-04 eta: 5:42:41 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 11.6778 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.9003 loss: 1.9003 2022/06/27 10:14:54 - mmengine - INFO - Epoch(train) [160][700/3757] lr: 3.321e-04 eta: 5:42:36 time: 0.264 data_time: 0.007 memory: 5036 grad_norm: 11.3550 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4690 loss: 1.4690 2022/06/27 10:14:59 - mmengine - INFO - Epoch(train) [160][720/3757] lr: 3.321e-04 eta: 5:42:31 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 16.3118 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7030 loss: 1.7030 2022/06/27 10:15:04 - mmengine - INFO - Epoch(train) [160][740/3757] lr: 3.321e-04 eta: 5:42:25 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 11.4272 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6369 loss: 1.6369 2022/06/27 10:15:09 - mmengine - INFO - Epoch(train) [160][760/3757] lr: 3.321e-04 eta: 5:42:20 time: 0.288 data_time: 0.003 memory: 5036 grad_norm: 13.3648 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0124 loss: 2.0124 2022/06/27 10:15:15 - mmengine - INFO - Epoch(train) [160][780/3757] lr: 3.321e-04 eta: 5:42:15 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 10.3262 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6338 loss: 1.6338 2022/06/27 10:15:20 - mmengine - INFO - Epoch(train) [160][800/3757] lr: 3.321e-04 eta: 5:42:10 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 12.3740 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4994 loss: 1.4994 2022/06/27 10:15:25 - mmengine - INFO - Epoch(train) [160][820/3757] lr: 3.321e-04 eta: 5:42:04 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 11.0332 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3522 loss: 1.3522 2022/06/27 10:15:31 - mmengine - INFO - Epoch(train) [160][840/3757] lr: 3.321e-04 eta: 5:41:59 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 13.9338 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.3540 loss: 1.3540 2022/06/27 10:15:36 - mmengine - INFO - Epoch(train) [160][860/3757] lr: 3.321e-04 eta: 5:41:54 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 12.1851 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1934 loss: 1.1934 2022/06/27 10:15:41 - mmengine - INFO - Epoch(train) [160][880/3757] lr: 3.321e-04 eta: 5:41:48 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 9.5214 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4642 loss: 1.4642 2022/06/27 10:15:46 - mmengine - INFO - Epoch(train) [160][900/3757] lr: 3.321e-04 eta: 5:41:43 time: 0.256 data_time: 0.012 memory: 5036 grad_norm: 12.4595 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8489 loss: 1.8489 2022/06/27 10:15:52 - mmengine - INFO - Epoch(train) [160][920/3757] lr: 3.321e-04 eta: 5:41:38 time: 0.254 data_time: 0.013 memory: 5036 grad_norm: 11.1457 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.4861 loss: 1.4861 2022/06/27 10:15:57 - mmengine - INFO - Epoch(train) [160][940/3757] lr: 3.321e-04 eta: 5:41:33 time: 0.262 data_time: 0.013 memory: 5036 grad_norm: 9.7381 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6710 loss: 1.6710 2022/06/27 10:16:02 - mmengine - INFO - Epoch(train) [160][960/3757] lr: 3.321e-04 eta: 5:41:27 time: 0.257 data_time: 0.012 memory: 5036 grad_norm: 13.9957 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.3490 loss: 1.3490 2022/06/27 10:16:07 - mmengine - INFO - Epoch(train) [160][980/3757] lr: 3.321e-04 eta: 5:41:22 time: 0.261 data_time: 0.009 memory: 5036 grad_norm: 10.7086 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4085 loss: 1.4085 2022/06/27 10:16:13 - mmengine - INFO - Epoch(train) [160][1000/3757] lr: 3.321e-04 eta: 5:41:17 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 12.7417 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3617 loss: 1.3617 2022/06/27 10:16:18 - mmengine - INFO - Epoch(train) [160][1020/3757] lr: 3.321e-04 eta: 5:41:12 time: 0.265 data_time: 0.006 memory: 5036 grad_norm: 13.0622 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5082 loss: 1.5082 2022/06/27 10:16:23 - mmengine - INFO - Epoch(train) [160][1040/3757] lr: 3.321e-04 eta: 5:41:06 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 11.6044 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5872 loss: 1.5872 2022/06/27 10:16:28 - mmengine - INFO - Epoch(train) [160][1060/3757] lr: 3.321e-04 eta: 5:41:01 time: 0.266 data_time: 0.007 memory: 5036 grad_norm: 12.5425 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.0122 loss: 2.0122 2022/06/27 10:16:34 - mmengine - INFO - Epoch(train) [160][1080/3757] lr: 3.321e-04 eta: 5:40:56 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 15.8304 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.3727 loss: 1.3727 2022/06/27 10:16:39 - mmengine - INFO - Epoch(train) [160][1100/3757] lr: 3.321e-04 eta: 5:40:51 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 13.0442 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2629 loss: 1.2629 2022/06/27 10:16:44 - mmengine - INFO - Epoch(train) [160][1120/3757] lr: 3.321e-04 eta: 5:40:45 time: 0.259 data_time: 0.009 memory: 5036 grad_norm: 11.8841 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5942 loss: 1.5942 2022/06/27 10:16:49 - mmengine - INFO - Epoch(train) [160][1140/3757] lr: 3.321e-04 eta: 5:40:40 time: 0.315 data_time: 0.006 memory: 5036 grad_norm: 11.5095 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4073 loss: 1.4073 2022/06/27 10:16:55 - mmengine - INFO - Epoch(train) [160][1160/3757] lr: 3.321e-04 eta: 5:40:35 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 10.7238 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.7900 loss: 1.7900 2022/06/27 10:17:00 - mmengine - INFO - Epoch(train) [160][1180/3757] lr: 3.321e-04 eta: 5:40:30 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 12.8693 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9085 loss: 1.9085 2022/06/27 10:17:05 - mmengine - INFO - Epoch(train) [160][1200/3757] lr: 3.321e-04 eta: 5:40:24 time: 0.254 data_time: 0.008 memory: 5036 grad_norm: 10.7398 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6584 loss: 1.6584 2022/06/27 10:17:11 - mmengine - INFO - Epoch(train) [160][1220/3757] lr: 3.321e-04 eta: 5:40:19 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 12.0363 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4495 loss: 1.4495 2022/06/27 10:17:16 - mmengine - INFO - Epoch(train) [160][1240/3757] lr: 3.321e-04 eta: 5:40:14 time: 0.256 data_time: 0.012 memory: 5036 grad_norm: 13.0594 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.7150 loss: 1.7150 2022/06/27 10:17:21 - mmengine - INFO - Epoch(train) [160][1260/3757] lr: 3.321e-04 eta: 5:40:09 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 10.5691 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.3706 loss: 1.3706 2022/06/27 10:17:26 - mmengine - INFO - Epoch(train) [160][1280/3757] lr: 3.321e-04 eta: 5:40:03 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 11.9479 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5272 loss: 1.5272 2022/06/27 10:17:32 - mmengine - INFO - Epoch(train) [160][1300/3757] lr: 3.321e-04 eta: 5:39:58 time: 0.266 data_time: 0.003 memory: 5036 grad_norm: 8.8724 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.2783 loss: 1.2783 2022/06/27 10:17:37 - mmengine - INFO - Epoch(train) [160][1320/3757] lr: 3.321e-04 eta: 5:39:53 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 12.3193 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6428 loss: 1.6428 2022/06/27 10:17:42 - mmengine - INFO - Epoch(train) [160][1340/3757] lr: 3.321e-04 eta: 5:39:48 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 12.2002 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8009 loss: 1.8009 2022/06/27 10:17:47 - mmengine - INFO - Epoch(train) [160][1360/3757] lr: 3.321e-04 eta: 5:39:42 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 13.0019 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.6289 loss: 1.6289 2022/06/27 10:17:53 - mmengine - INFO - Epoch(train) [160][1380/3757] lr: 3.321e-04 eta: 5:39:37 time: 0.264 data_time: 0.006 memory: 5036 grad_norm: 12.2565 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.7217 loss: 1.7217 2022/06/27 10:17:58 - mmengine - INFO - Epoch(train) [160][1400/3757] lr: 3.321e-04 eta: 5:39:32 time: 0.272 data_time: 0.007 memory: 5036 grad_norm: 13.7456 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8284 loss: 1.8284 2022/06/27 10:18:04 - mmengine - INFO - Epoch(train) [160][1420/3757] lr: 3.321e-04 eta: 5:39:27 time: 0.265 data_time: 0.006 memory: 5036 grad_norm: 12.8148 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5150 loss: 1.5150 2022/06/27 10:18:09 - mmengine - INFO - Epoch(train) [160][1440/3757] lr: 3.321e-04 eta: 5:39:21 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 9.2898 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.6189 loss: 1.6189 2022/06/27 10:18:14 - mmengine - INFO - Epoch(train) [160][1460/3757] lr: 3.321e-04 eta: 5:39:16 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 11.2305 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.6889 loss: 1.6889 2022/06/27 10:18:19 - mmengine - INFO - Epoch(train) [160][1480/3757] lr: 3.321e-04 eta: 5:39:11 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 12.0542 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.2265 loss: 1.2265 2022/06/27 10:18:25 - mmengine - INFO - Epoch(train) [160][1500/3757] lr: 3.321e-04 eta: 5:39:05 time: 0.267 data_time: 0.010 memory: 5036 grad_norm: 12.2477 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6548 loss: 1.6548 2022/06/27 10:18:30 - mmengine - INFO - Epoch(train) [160][1520/3757] lr: 3.321e-04 eta: 5:39:00 time: 0.271 data_time: 0.022 memory: 5036 grad_norm: 12.7981 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.6347 loss: 1.6347 2022/06/27 10:18:35 - mmengine - INFO - Epoch(train) [160][1540/3757] lr: 3.321e-04 eta: 5:38:55 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 10.8777 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6180 loss: 1.6180 2022/06/27 10:18:40 - mmengine - INFO - Epoch(train) [160][1560/3757] lr: 3.321e-04 eta: 5:38:50 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 11.9095 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.6764 loss: 1.6764 2022/06/27 10:18:46 - mmengine - INFO - Epoch(train) [160][1580/3757] lr: 3.321e-04 eta: 5:38:44 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 10.9036 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8190 loss: 1.8190 2022/06/27 10:18:51 - mmengine - INFO - Epoch(train) [160][1600/3757] lr: 3.321e-04 eta: 5:38:39 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 12.6140 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.2872 loss: 1.2872 2022/06/27 10:18:56 - mmengine - INFO - Epoch(train) [160][1620/3757] lr: 3.321e-04 eta: 5:38:34 time: 0.255 data_time: 0.010 memory: 5036 grad_norm: 12.5166 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6238 loss: 1.6238 2022/06/27 10:19:01 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 10:19:02 - mmengine - INFO - Epoch(train) [160][1640/3757] lr: 3.321e-04 eta: 5:38:29 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 10.2209 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.8883 loss: 1.8883 2022/06/27 10:19:07 - mmengine - INFO - Epoch(train) [160][1660/3757] lr: 3.321e-04 eta: 5:38:23 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 13.7384 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8044 loss: 1.8044 2022/06/27 10:19:12 - mmengine - INFO - Epoch(train) [160][1680/3757] lr: 3.321e-04 eta: 5:38:18 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 10.9542 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6553 loss: 1.6553 2022/06/27 10:19:17 - mmengine - INFO - Epoch(train) [160][1700/3757] lr: 3.321e-04 eta: 5:38:13 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 12.4356 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7376 loss: 1.7376 2022/06/27 10:19:23 - mmengine - INFO - Epoch(train) [160][1720/3757] lr: 3.321e-04 eta: 5:38:08 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 13.2199 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.6502 loss: 1.6502 2022/06/27 10:19:28 - mmengine - INFO - Epoch(train) [160][1740/3757] lr: 3.321e-04 eta: 5:38:02 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 13.8027 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.6682 loss: 1.6682 2022/06/27 10:19:33 - mmengine - INFO - Epoch(train) [160][1760/3757] lr: 3.321e-04 eta: 5:37:57 time: 0.265 data_time: 0.007 memory: 5036 grad_norm: 12.7140 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.2367 loss: 1.2367 2022/06/27 10:19:39 - mmengine - INFO - Epoch(train) [160][1780/3757] lr: 3.321e-04 eta: 5:37:52 time: 0.259 data_time: 0.009 memory: 5036 grad_norm: 10.3800 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.2539 loss: 1.2539 2022/06/27 10:19:44 - mmengine - INFO - Epoch(train) [160][1800/3757] lr: 3.321e-04 eta: 5:37:47 time: 0.262 data_time: 0.009 memory: 5036 grad_norm: 13.9837 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7395 loss: 1.7395 2022/06/27 10:19:49 - mmengine - INFO - Epoch(train) [160][1820/3757] lr: 3.321e-04 eta: 5:37:41 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 12.9270 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7028 loss: 1.7028 2022/06/27 10:19:55 - mmengine - INFO - Epoch(train) [160][1840/3757] lr: 3.321e-04 eta: 5:37:36 time: 0.263 data_time: 0.010 memory: 5036 grad_norm: 11.6752 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4805 loss: 1.4805 2022/06/27 10:20:00 - mmengine - INFO - Epoch(train) [160][1860/3757] lr: 3.321e-04 eta: 5:37:31 time: 0.272 data_time: 0.028 memory: 5036 grad_norm: 13.3233 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6799 loss: 1.6799 2022/06/27 10:20:05 - mmengine - INFO - Epoch(train) [160][1880/3757] lr: 3.321e-04 eta: 5:37:26 time: 0.257 data_time: 0.010 memory: 5036 grad_norm: 10.7083 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4046 loss: 1.4046 2022/06/27 10:20:11 - mmengine - INFO - Epoch(train) [160][1900/3757] lr: 3.321e-04 eta: 5:37:20 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 11.9014 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.3007 loss: 1.3007 2022/06/27 10:20:16 - mmengine - INFO - Epoch(train) [160][1920/3757] lr: 3.321e-04 eta: 5:37:15 time: 0.250 data_time: 0.007 memory: 5036 grad_norm: 12.5467 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3440 loss: 1.3440 2022/06/27 10:20:21 - mmengine - INFO - Epoch(train) [160][1940/3757] lr: 3.321e-04 eta: 5:37:10 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 11.6460 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6290 loss: 1.6290 2022/06/27 10:20:27 - mmengine - INFO - Epoch(train) [160][1960/3757] lr: 3.321e-04 eta: 5:37:05 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 11.4014 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.5101 loss: 1.5101 2022/06/27 10:20:32 - mmengine - INFO - Epoch(train) [160][1980/3757] lr: 3.321e-04 eta: 5:36:59 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 13.3099 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6115 loss: 1.6115 2022/06/27 10:20:37 - mmengine - INFO - Epoch(train) [160][2000/3757] lr: 3.321e-04 eta: 5:36:54 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 10.4405 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5458 loss: 1.5458 2022/06/27 10:20:43 - mmengine - INFO - Epoch(train) [160][2020/3757] lr: 3.321e-04 eta: 5:36:49 time: 0.260 data_time: 0.009 memory: 5036 grad_norm: 13.1609 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6015 loss: 1.6015 2022/06/27 10:20:48 - mmengine - INFO - Epoch(train) [160][2040/3757] lr: 3.321e-04 eta: 5:36:44 time: 0.250 data_time: 0.007 memory: 5036 grad_norm: 13.2647 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7912 loss: 1.7912 2022/06/27 10:20:53 - mmengine - INFO - Epoch(train) [160][2060/3757] lr: 3.321e-04 eta: 5:36:38 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 11.9176 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.7351 loss: 1.7351 2022/06/27 10:20:58 - mmengine - INFO - Epoch(train) [160][2080/3757] lr: 3.321e-04 eta: 5:36:33 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 10.3087 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.2283 loss: 1.2283 2022/06/27 10:21:04 - mmengine - INFO - Epoch(train) [160][2100/3757] lr: 3.321e-04 eta: 5:36:28 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 11.8657 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.0443 loss: 1.0443 2022/06/27 10:21:09 - mmengine - INFO - Epoch(train) [160][2120/3757] lr: 3.321e-04 eta: 5:36:23 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 11.9217 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.4083 loss: 1.4083 2022/06/27 10:21:14 - mmengine - INFO - Epoch(train) [160][2140/3757] lr: 3.321e-04 eta: 5:36:17 time: 0.265 data_time: 0.009 memory: 5036 grad_norm: 13.4900 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2418 loss: 1.2418 2022/06/27 10:21:19 - mmengine - INFO - Epoch(train) [160][2160/3757] lr: 3.321e-04 eta: 5:36:12 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 11.0329 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5491 loss: 1.5491 2022/06/27 10:21:25 - mmengine - INFO - Epoch(train) [160][2180/3757] lr: 3.321e-04 eta: 5:36:07 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 12.3540 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.7426 loss: 1.7426 2022/06/27 10:21:30 - mmengine - INFO - Epoch(train) [160][2200/3757] lr: 3.321e-04 eta: 5:36:01 time: 0.300 data_time: 0.007 memory: 5036 grad_norm: 11.1816 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2276 loss: 2.2276 2022/06/27 10:21:35 - mmengine - INFO - Epoch(train) [160][2220/3757] lr: 3.321e-04 eta: 5:35:56 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 11.9455 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.3703 loss: 1.3703 2022/06/27 10:21:40 - mmengine - INFO - Epoch(train) [160][2240/3757] lr: 3.321e-04 eta: 5:35:51 time: 0.271 data_time: 0.007 memory: 5036 grad_norm: 12.4330 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 1.9309 loss: 1.9309 2022/06/27 10:21:46 - mmengine - INFO - Epoch(train) [160][2260/3757] lr: 3.321e-04 eta: 5:35:46 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 11.7728 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8583 loss: 1.8583 2022/06/27 10:21:51 - mmengine - INFO - Epoch(train) [160][2280/3757] lr: 3.321e-04 eta: 5:35:40 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 12.2159 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6830 loss: 1.6830 2022/06/27 10:21:56 - mmengine - INFO - Epoch(train) [160][2300/3757] lr: 3.321e-04 eta: 5:35:35 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 11.5518 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3915 loss: 1.3915 2022/06/27 10:22:01 - mmengine - INFO - Epoch(train) [160][2320/3757] lr: 3.321e-04 eta: 5:35:30 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 11.0907 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.2199 loss: 1.2199 2022/06/27 10:22:07 - mmengine - INFO - Epoch(train) [160][2340/3757] lr: 3.321e-04 eta: 5:35:25 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 11.9341 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4183 loss: 1.4183 2022/06/27 10:22:12 - mmengine - INFO - Epoch(train) [160][2360/3757] lr: 3.321e-04 eta: 5:35:19 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 14.2524 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.7045 loss: 1.7045 2022/06/27 10:22:17 - mmengine - INFO - Epoch(train) [160][2380/3757] lr: 3.321e-04 eta: 5:35:14 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 12.6026 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.6891 loss: 1.6891 2022/06/27 10:22:22 - mmengine - INFO - Epoch(train) [160][2400/3757] lr: 3.321e-04 eta: 5:35:09 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 11.0228 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.1003 loss: 2.1003 2022/06/27 10:22:28 - mmengine - INFO - Epoch(train) [160][2420/3757] lr: 3.321e-04 eta: 5:35:04 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 13.9204 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2820 loss: 1.2820 2022/06/27 10:22:33 - mmengine - INFO - Epoch(train) [160][2440/3757] lr: 3.321e-04 eta: 5:34:58 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 15.3782 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7280 loss: 1.7280 2022/06/27 10:22:38 - mmengine - INFO - Epoch(train) [160][2460/3757] lr: 3.321e-04 eta: 5:34:53 time: 0.258 data_time: 0.010 memory: 5036 grad_norm: 11.4014 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8707 loss: 1.8707 2022/06/27 10:22:44 - mmengine - INFO - Epoch(train) [160][2480/3757] lr: 3.321e-04 eta: 5:34:48 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 13.6618 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.5534 loss: 1.5534 2022/06/27 10:22:49 - mmengine - INFO - Epoch(train) [160][2500/3757] lr: 3.321e-04 eta: 5:34:43 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 10.4452 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7880 loss: 1.7880 2022/06/27 10:22:54 - mmengine - INFO - Epoch(train) [160][2520/3757] lr: 3.321e-04 eta: 5:34:37 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 12.6537 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5045 loss: 1.5045 2022/06/27 10:23:00 - mmengine - INFO - Epoch(train) [160][2540/3757] lr: 3.321e-04 eta: 5:34:32 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 10.9784 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6938 loss: 1.6938 2022/06/27 10:23:05 - mmengine - INFO - Epoch(train) [160][2560/3757] lr: 3.321e-04 eta: 5:34:27 time: 0.265 data_time: 0.006 memory: 5036 grad_norm: 11.3762 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.1561 loss: 1.1561 2022/06/27 10:23:10 - mmengine - INFO - Epoch(train) [160][2580/3757] lr: 3.321e-04 eta: 5:34:22 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 12.5828 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7177 loss: 1.7177 2022/06/27 10:23:15 - mmengine - INFO - Epoch(train) [160][2600/3757] lr: 3.321e-04 eta: 5:34:16 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 14.3198 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8887 loss: 1.8887 2022/06/27 10:23:21 - mmengine - INFO - Epoch(train) [160][2620/3757] lr: 3.321e-04 eta: 5:34:11 time: 0.262 data_time: 0.010 memory: 5036 grad_norm: 13.2126 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7676 loss: 1.7676 2022/06/27 10:23:25 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 10:23:26 - mmengine - INFO - Epoch(train) [160][2640/3757] lr: 3.321e-04 eta: 5:34:06 time: 0.254 data_time: 0.010 memory: 5036 grad_norm: 11.7591 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8215 loss: 1.8215 2022/06/27 10:23:31 - mmengine - INFO - Epoch(train) [160][2660/3757] lr: 3.321e-04 eta: 5:34:01 time: 0.261 data_time: 0.011 memory: 5036 grad_norm: 11.0955 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.1309 loss: 1.1309 2022/06/27 10:23:36 - mmengine - INFO - Epoch(train) [160][2680/3757] lr: 3.321e-04 eta: 5:33:55 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 11.9012 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.3244 loss: 1.3244 2022/06/27 10:23:42 - mmengine - INFO - Epoch(train) [160][2700/3757] lr: 3.321e-04 eta: 5:33:50 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 15.5125 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.5077 loss: 1.5077 2022/06/27 10:23:47 - mmengine - INFO - Epoch(train) [160][2720/3757] lr: 3.321e-04 eta: 5:33:45 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 10.9597 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5580 loss: 1.5580 2022/06/27 10:23:52 - mmengine - INFO - Epoch(train) [160][2740/3757] lr: 3.321e-04 eta: 5:33:39 time: 0.259 data_time: 0.008 memory: 5036 grad_norm: 9.9832 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4580 loss: 1.4580 2022/06/27 10:23:58 - mmengine - INFO - Epoch(train) [160][2760/3757] lr: 3.321e-04 eta: 5:33:34 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 12.8097 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1317 loss: 2.1317 2022/06/27 10:24:03 - mmengine - INFO - Epoch(train) [160][2780/3757] lr: 3.321e-04 eta: 5:33:29 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 13.5562 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4964 loss: 1.4964 2022/06/27 10:24:08 - mmengine - INFO - Epoch(train) [160][2800/3757] lr: 3.321e-04 eta: 5:33:24 time: 0.267 data_time: 0.007 memory: 5036 grad_norm: 11.6374 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3677 loss: 1.3677 2022/06/27 10:24:13 - mmengine - INFO - Epoch(train) [160][2820/3757] lr: 3.321e-04 eta: 5:33:18 time: 0.260 data_time: 0.008 memory: 5036 grad_norm: 10.7651 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.6491 loss: 1.6491 2022/06/27 10:24:19 - mmengine - INFO - Epoch(train) [160][2840/3757] lr: 3.321e-04 eta: 5:33:13 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 11.7894 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.8185 loss: 1.8185 2022/06/27 10:24:24 - mmengine - INFO - Epoch(train) [160][2860/3757] lr: 3.321e-04 eta: 5:33:08 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 12.4681 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.1645 loss: 2.1645 2022/06/27 10:24:29 - mmengine - INFO - Epoch(train) [160][2880/3757] lr: 3.321e-04 eta: 5:33:03 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 12.1548 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.6782 loss: 1.6782 2022/06/27 10:24:34 - mmengine - INFO - Epoch(train) [160][2900/3757] lr: 3.321e-04 eta: 5:32:57 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 10.3778 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3719 loss: 1.3719 2022/06/27 10:24:40 - mmengine - INFO - Epoch(train) [160][2920/3757] lr: 3.321e-04 eta: 5:32:52 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 11.4417 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6500 loss: 1.6500 2022/06/27 10:24:45 - mmengine - INFO - Epoch(train) [160][2940/3757] lr: 3.321e-04 eta: 5:32:47 time: 0.266 data_time: 0.004 memory: 5036 grad_norm: 10.6670 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.7720 loss: 1.7720 2022/06/27 10:24:50 - mmengine - INFO - Epoch(train) [160][2960/3757] lr: 3.321e-04 eta: 5:32:42 time: 0.267 data_time: 0.003 memory: 5036 grad_norm: 9.3517 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3614 loss: 1.3614 2022/06/27 10:24:56 - mmengine - INFO - Epoch(train) [160][2980/3757] lr: 3.321e-04 eta: 5:32:36 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 13.7525 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9411 loss: 1.9411 2022/06/27 10:25:01 - mmengine - INFO - Epoch(train) [160][3000/3757] lr: 3.321e-04 eta: 5:32:31 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 10.9077 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.6200 loss: 1.6200 2022/06/27 10:25:06 - mmengine - INFO - Epoch(train) [160][3020/3757] lr: 3.321e-04 eta: 5:32:26 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 11.2947 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0439 loss: 2.0439 2022/06/27 10:25:11 - mmengine - INFO - Epoch(train) [160][3040/3757] lr: 3.321e-04 eta: 5:32:21 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 11.1707 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.3172 loss: 1.3172 2022/06/27 10:25:17 - mmengine - INFO - Epoch(train) [160][3060/3757] lr: 3.321e-04 eta: 5:32:15 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 10.6323 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.5541 loss: 1.5541 2022/06/27 10:25:22 - mmengine - INFO - Epoch(train) [160][3080/3757] lr: 3.321e-04 eta: 5:32:10 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 9.7104 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4921 loss: 1.4921 2022/06/27 10:25:27 - mmengine - INFO - Epoch(train) [160][3100/3757] lr: 3.321e-04 eta: 5:32:05 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 10.9694 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5234 loss: 1.5234 2022/06/27 10:25:33 - mmengine - INFO - Epoch(train) [160][3120/3757] lr: 3.321e-04 eta: 5:32:00 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 12.2204 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3984 loss: 1.3984 2022/06/27 10:25:38 - mmengine - INFO - Epoch(train) [160][3140/3757] lr: 3.321e-04 eta: 5:31:54 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 10.3889 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6304 loss: 1.6304 2022/06/27 10:25:43 - mmengine - INFO - Epoch(train) [160][3160/3757] lr: 3.321e-04 eta: 5:31:49 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 11.5390 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7500 loss: 1.7500 2022/06/27 10:25:48 - mmengine - INFO - Epoch(train) [160][3180/3757] lr: 3.321e-04 eta: 5:31:44 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 14.1920 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9150 loss: 1.9150 2022/06/27 10:25:54 - mmengine - INFO - Epoch(train) [160][3200/3757] lr: 3.321e-04 eta: 5:31:39 time: 0.264 data_time: 0.010 memory: 5036 grad_norm: 13.5818 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.6131 loss: 1.6131 2022/06/27 10:25:59 - mmengine - INFO - Epoch(train) [160][3220/3757] lr: 3.321e-04 eta: 5:31:33 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 13.2427 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4329 loss: 1.4329 2022/06/27 10:26:04 - mmengine - INFO - Epoch(train) [160][3240/3757] lr: 3.321e-04 eta: 5:31:28 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 14.2108 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.6549 loss: 1.6549 2022/06/27 10:26:10 - mmengine - INFO - Epoch(train) [160][3260/3757] lr: 3.321e-04 eta: 5:31:23 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 14.6610 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.2815 loss: 2.2815 2022/06/27 10:26:15 - mmengine - INFO - Epoch(train) [160][3280/3757] lr: 3.321e-04 eta: 5:31:17 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 11.6335 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5695 loss: 1.5695 2022/06/27 10:26:20 - mmengine - INFO - Epoch(train) [160][3300/3757] lr: 3.321e-04 eta: 5:31:12 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 10.8452 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4703 loss: 1.4703 2022/06/27 10:26:25 - mmengine - INFO - Epoch(train) [160][3320/3757] lr: 3.321e-04 eta: 5:31:07 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 11.6161 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.6166 loss: 1.6166 2022/06/27 10:26:31 - mmengine - INFO - Epoch(train) [160][3340/3757] lr: 3.321e-04 eta: 5:31:02 time: 0.524 data_time: 0.008 memory: 5036 grad_norm: 13.3981 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6145 loss: 1.6145 2022/06/27 10:26:36 - mmengine - INFO - Epoch(train) [160][3360/3757] lr: 3.321e-04 eta: 5:30:56 time: 0.259 data_time: 0.009 memory: 5036 grad_norm: 13.6646 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3033 loss: 1.3033 2022/06/27 10:26:41 - mmengine - INFO - Epoch(train) [160][3380/3757] lr: 3.321e-04 eta: 5:30:51 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 13.9065 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.2774 loss: 1.2774 2022/06/27 10:26:47 - mmengine - INFO - Epoch(train) [160][3400/3757] lr: 3.321e-04 eta: 5:30:46 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 10.4316 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.7061 loss: 1.7061 2022/06/27 10:26:52 - mmengine - INFO - Epoch(train) [160][3420/3757] lr: 3.321e-04 eta: 5:30:41 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 10.0920 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6958 loss: 1.6958 2022/06/27 10:26:57 - mmengine - INFO - Epoch(train) [160][3440/3757] lr: 3.321e-04 eta: 5:30:35 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 11.6612 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5801 loss: 1.5801 2022/06/27 10:27:02 - mmengine - INFO - Epoch(train) [160][3460/3757] lr: 3.321e-04 eta: 5:30:30 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 12.8247 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6891 loss: 1.6891 2022/06/27 10:27:07 - mmengine - INFO - Epoch(train) [160][3480/3757] lr: 3.321e-04 eta: 5:30:25 time: 0.261 data_time: 0.008 memory: 5036 grad_norm: 13.5364 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5686 loss: 1.5686 2022/06/27 10:27:13 - mmengine - INFO - Epoch(train) [160][3500/3757] lr: 3.321e-04 eta: 5:30:20 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 13.3745 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.1939 loss: 1.1939 2022/06/27 10:27:18 - mmengine - INFO - Epoch(train) [160][3520/3757] lr: 3.321e-04 eta: 5:30:14 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 9.7778 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4392 loss: 1.4392 2022/06/27 10:27:24 - mmengine - INFO - Epoch(train) [160][3540/3757] lr: 3.321e-04 eta: 5:30:09 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 12.0508 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.3387 loss: 2.3387 2022/06/27 10:27:29 - mmengine - INFO - Epoch(train) [160][3560/3757] lr: 3.321e-04 eta: 5:30:04 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 13.1813 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7660 loss: 1.7660 2022/06/27 10:27:34 - mmengine - INFO - Epoch(train) [160][3580/3757] lr: 3.321e-04 eta: 5:29:59 time: 0.255 data_time: 0.010 memory: 5036 grad_norm: 12.2132 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.5942 loss: 1.5942 2022/06/27 10:27:40 - mmengine - INFO - Epoch(train) [160][3600/3757] lr: 3.321e-04 eta: 5:29:53 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 12.2399 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3958 loss: 1.3958 2022/06/27 10:27:45 - mmengine - INFO - Epoch(train) [160][3620/3757] lr: 3.321e-04 eta: 5:29:48 time: 0.269 data_time: 0.007 memory: 5036 grad_norm: 10.0038 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7971 loss: 1.7971 2022/06/27 10:27:49 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 10:27:50 - mmengine - INFO - Epoch(train) [160][3640/3757] lr: 3.321e-04 eta: 5:29:43 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 10.2581 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.7535 loss: 1.7535 2022/06/27 10:27:55 - mmengine - INFO - Epoch(train) [160][3660/3757] lr: 3.321e-04 eta: 5:29:38 time: 0.266 data_time: 0.006 memory: 5036 grad_norm: 15.4799 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.6149 loss: 1.6149 2022/06/27 10:28:01 - mmengine - INFO - Epoch(train) [160][3680/3757] lr: 3.321e-04 eta: 5:29:32 time: 0.279 data_time: 0.003 memory: 5036 grad_norm: 12.9510 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6990 loss: 1.6990 2022/06/27 10:28:06 - mmengine - INFO - Epoch(train) [160][3700/3757] lr: 3.321e-04 eta: 5:29:27 time: 0.257 data_time: 0.008 memory: 5036 grad_norm: 11.3472 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4765 loss: 1.4765 2022/06/27 10:28:11 - mmengine - INFO - Epoch(train) [160][3720/3757] lr: 3.321e-04 eta: 5:29:22 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 8.6419 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4192 loss: 1.4192 2022/06/27 10:28:16 - mmengine - INFO - Epoch(train) [160][3740/3757] lr: 3.321e-04 eta: 5:29:17 time: 0.245 data_time: 0.006 memory: 5036 grad_norm: 13.5171 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.4264 loss: 1.4264 2022/06/27 10:28:21 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 10:28:21 - mmengine - INFO - Saving checkpoint at 160 epochs 2022/06/27 10:28:33 - mmengine - INFO - Epoch(val) [160][20/310] eta: 0:01:45 time: 0.103 data_time: 0.002 memory: 5036 2022/06/27 10:28:38 - mmengine - INFO - Epoch(val) [160][40/310] eta: 0:01:39 time: 0.107 data_time: 0.005 memory: 1723 2022/06/27 10:28:43 - mmengine - INFO - Epoch(val) [160][60/310] eta: 0:00:26 time: 0.108 data_time: 0.001 memory: 1723 2022/06/27 10:28:47 - mmengine - INFO - Epoch(val) [160][80/310] eta: 0:00:24 time: 0.103 data_time: 0.002 memory: 1723 2022/06/27 10:28:54 - mmengine - INFO - Epoch(val) [160][100/310] eta: 0:01:15 time: 0.103 data_time: 0.002 memory: 1723 2022/06/27 10:28:59 - mmengine - INFO - Epoch(val) [160][120/310] eta: 0:01:07 time: 0.134 data_time: 0.032 memory: 1723 2022/06/27 10:29:04 - mmengine - INFO - Epoch(val) [160][140/310] eta: 0:00:21 time: 0.103 data_time: 0.002 memory: 1723 2022/06/27 10:29:08 - mmengine - INFO - Epoch(val) [160][160/310] eta: 0:00:19 time: 0.103 data_time: 0.002 memory: 1723 2022/06/27 10:29:16 - mmengine - INFO - Epoch(val) [160][180/310] eta: 0:00:48 time: 0.103 data_time: 0.001 memory: 1723 2022/06/27 10:29:20 - mmengine - INFO - Epoch(val) [160][200/310] eta: 0:00:39 time: 0.107 data_time: 0.005 memory: 1723 2022/06/27 10:29:25 - mmengine - INFO - Epoch(val) [160][220/310] eta: 0:00:09 time: 0.103 data_time: 0.001 memory: 1723 2022/06/27 10:29:29 - mmengine - INFO - Epoch(val) [160][240/310] eta: 0:00:07 time: 0.104 data_time: 0.001 memory: 1723 2022/06/27 10:29:36 - mmengine - INFO - Epoch(val) [160][260/310] eta: 0:00:18 time: 0.103 data_time: 0.001 memory: 1723 2022/06/27 10:29:41 - mmengine - INFO - Epoch(val) [160][280/310] eta: 0:00:09 time: 0.294 data_time: 0.006 memory: 1723 2022/06/27 10:29:43 - mmengine - INFO - Epoch(val) [160][300/310] eta: 0:00:01 time: 0.102 data_time: 0.001 memory: 1723 2022/06/27 10:29:45 - mmengine - INFO - Epoch(val) [160][310/310] acc/top1: 0.6056 acc/top5: 0.8257 acc/mean1: 0.6056 2022/06/27 10:29:55 - mmengine - INFO - Epoch(train) [161][20/3757] lr: 3.015e-04 eta: 5:29:07 time: 0.280 data_time: 0.003 memory: 5036 grad_norm: 14.0015 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6812 loss: 1.6812 2022/06/27 10:30:01 - mmengine - INFO - Epoch(train) [161][40/3757] lr: 3.015e-04 eta: 5:29:02 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 10.0644 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7216 loss: 1.7216 2022/06/27 10:30:06 - mmengine - INFO - Epoch(train) [161][60/3757] lr: 3.015e-04 eta: 5:28:57 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 14.6567 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.7567 loss: 1.7567 2022/06/27 10:30:11 - mmengine - INFO - Epoch(train) [161][80/3757] lr: 3.015e-04 eta: 5:28:51 time: 0.258 data_time: 0.004 memory: 5036 grad_norm: 11.4640 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.4757 loss: 1.4757 2022/06/27 10:30:17 - mmengine - INFO - Epoch(train) [161][100/3757] lr: 3.015e-04 eta: 5:28:46 time: 0.280 data_time: 0.003 memory: 5036 grad_norm: 11.0943 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9645 loss: 1.9645 2022/06/27 10:30:22 - mmengine - INFO - Epoch(train) [161][120/3757] lr: 3.015e-04 eta: 5:28:41 time: 0.268 data_time: 0.023 memory: 5036 grad_norm: 13.3874 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.6187 loss: 1.6187 2022/06/27 10:30:28 - mmengine - INFO - Epoch(train) [161][140/3757] lr: 3.015e-04 eta: 5:28:36 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 14.1986 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0769 loss: 2.0769 2022/06/27 10:30:33 - mmengine - INFO - Epoch(train) [161][160/3757] lr: 3.015e-04 eta: 5:28:30 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 11.0236 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7301 loss: 1.7301 2022/06/27 10:30:38 - mmengine - INFO - Epoch(train) [161][180/3757] lr: 3.015e-04 eta: 5:28:25 time: 0.279 data_time: 0.004 memory: 5036 grad_norm: 12.1972 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7944 loss: 1.7944 2022/06/27 10:30:44 - mmengine - INFO - Epoch(train) [161][200/3757] lr: 3.015e-04 eta: 5:28:20 time: 0.267 data_time: 0.019 memory: 5036 grad_norm: 9.4592 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5978 loss: 1.5978 2022/06/27 10:30:49 - mmengine - INFO - Epoch(train) [161][220/3757] lr: 3.015e-04 eta: 5:28:15 time: 0.259 data_time: 0.004 memory: 5036 grad_norm: 13.0418 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5873 loss: 1.5873 2022/06/27 10:30:54 - mmengine - INFO - Epoch(train) [161][240/3757] lr: 3.015e-04 eta: 5:28:09 time: 0.267 data_time: 0.003 memory: 5036 grad_norm: 10.5984 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 2.0074 loss: 2.0074 2022/06/27 10:31:00 - mmengine - INFO - Epoch(train) [161][260/3757] lr: 3.015e-04 eta: 5:28:04 time: 0.276 data_time: 0.004 memory: 5036 grad_norm: 14.9364 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.2274 loss: 1.2274 2022/06/27 10:31:05 - mmengine - INFO - Epoch(train) [161][280/3757] lr: 3.015e-04 eta: 5:27:59 time: 0.261 data_time: 0.018 memory: 5036 grad_norm: 13.1621 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.4770 loss: 1.4770 2022/06/27 10:31:10 - mmengine - INFO - Epoch(train) [161][300/3757] lr: 3.015e-04 eta: 5:27:54 time: 0.251 data_time: 0.005 memory: 5036 grad_norm: 12.3811 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5384 loss: 1.5384 2022/06/27 10:31:16 - mmengine - INFO - Epoch(train) [161][320/3757] lr: 3.015e-04 eta: 5:27:48 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 12.1326 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5762 loss: 1.5762 2022/06/27 10:31:21 - mmengine - INFO - Epoch(train) [161][340/3757] lr: 3.015e-04 eta: 5:27:43 time: 0.276 data_time: 0.005 memory: 5036 grad_norm: 11.7218 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7670 loss: 1.7670 2022/06/27 10:31:26 - mmengine - INFO - Epoch(train) [161][360/3757] lr: 3.015e-04 eta: 5:27:38 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 12.7178 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.6315 loss: 1.6315 2022/06/27 10:31:32 - mmengine - INFO - Epoch(train) [161][380/3757] lr: 3.015e-04 eta: 5:27:33 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 10.8127 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.0708 loss: 2.0708 2022/06/27 10:31:37 - mmengine - INFO - Epoch(train) [161][400/3757] lr: 3.015e-04 eta: 5:27:27 time: 0.264 data_time: 0.007 memory: 5036 grad_norm: 12.0854 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5634 loss: 1.5634 2022/06/27 10:31:42 - mmengine - INFO - Epoch(train) [161][420/3757] lr: 3.015e-04 eta: 5:27:22 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 12.5373 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3704 loss: 1.3704 2022/06/27 10:31:48 - mmengine - INFO - Epoch(train) [161][440/3757] lr: 3.015e-04 eta: 5:27:17 time: 0.262 data_time: 0.011 memory: 5036 grad_norm: 11.4338 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0224 loss: 2.0224 2022/06/27 10:31:53 - mmengine - INFO - Epoch(train) [161][460/3757] lr: 3.015e-04 eta: 5:27:12 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 11.2083 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3357 loss: 1.3357 2022/06/27 10:31:58 - mmengine - INFO - Epoch(train) [161][480/3757] lr: 3.015e-04 eta: 5:27:06 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 12.0839 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6470 loss: 1.6470 2022/06/27 10:32:04 - mmengine - INFO - Epoch(train) [161][500/3757] lr: 3.015e-04 eta: 5:27:01 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 11.7425 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.8110 loss: 1.8110 2022/06/27 10:32:09 - mmengine - INFO - Epoch(train) [161][520/3757] lr: 3.015e-04 eta: 5:26:56 time: 0.252 data_time: 0.008 memory: 5036 grad_norm: 10.0383 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6531 loss: 1.6531 2022/06/27 10:32:15 - mmengine - INFO - Epoch(train) [161][540/3757] lr: 3.015e-04 eta: 5:26:51 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 10.3864 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.5635 loss: 1.5635 2022/06/27 10:32:20 - mmengine - INFO - Epoch(train) [161][560/3757] lr: 3.015e-04 eta: 5:26:45 time: 0.250 data_time: 0.005 memory: 5036 grad_norm: 10.6641 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4262 loss: 1.4262 2022/06/27 10:32:25 - mmengine - INFO - Epoch(train) [161][580/3757] lr: 3.015e-04 eta: 5:26:40 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 11.5048 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.2278 loss: 1.2278 2022/06/27 10:32:30 - mmengine - INFO - Epoch(train) [161][600/3757] lr: 3.015e-04 eta: 5:26:35 time: 0.267 data_time: 0.007 memory: 5036 grad_norm: 12.7660 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 1.6838 loss: 1.6838 2022/06/27 10:32:36 - mmengine - INFO - Epoch(train) [161][620/3757] lr: 3.015e-04 eta: 5:26:30 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 10.5592 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3039 loss: 1.3039 2022/06/27 10:32:41 - mmengine - INFO - Epoch(train) [161][640/3757] lr: 3.015e-04 eta: 5:26:24 time: 0.324 data_time: 0.003 memory: 5036 grad_norm: 12.9517 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3647 loss: 1.3647 2022/06/27 10:32:46 - mmengine - INFO - Epoch(train) [161][660/3757] lr: 3.015e-04 eta: 5:26:19 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 13.7352 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3420 loss: 1.3420 2022/06/27 10:32:52 - mmengine - INFO - Epoch(train) [161][680/3757] lr: 3.015e-04 eta: 5:26:14 time: 0.255 data_time: 0.010 memory: 5036 grad_norm: 12.9346 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.5361 loss: 1.5361 2022/06/27 10:32:57 - mmengine - INFO - Epoch(train) [161][700/3757] lr: 3.015e-04 eta: 5:26:09 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 13.1440 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5440 loss: 1.5440 2022/06/27 10:33:02 - mmengine - INFO - Epoch(train) [161][720/3757] lr: 3.015e-04 eta: 5:26:03 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 11.8979 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3561 loss: 1.3561 2022/06/27 10:33:08 - mmengine - INFO - Epoch(train) [161][740/3757] lr: 3.015e-04 eta: 5:25:58 time: 0.267 data_time: 0.006 memory: 5036 grad_norm: 13.9723 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0611 loss: 2.0611 2022/06/27 10:33:13 - mmengine - INFO - Epoch(train) [161][760/3757] lr: 3.015e-04 eta: 5:25:53 time: 0.263 data_time: 0.007 memory: 5036 grad_norm: 13.1656 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.2116 loss: 2.2116 2022/06/27 10:33:18 - mmengine - INFO - Epoch(train) [161][780/3757] lr: 3.015e-04 eta: 5:25:48 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 10.4341 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.7166 loss: 1.7166 2022/06/27 10:33:23 - mmengine - INFO - Epoch(train) [161][800/3757] lr: 3.015e-04 eta: 5:25:42 time: 0.264 data_time: 0.006 memory: 5036 grad_norm: 13.2099 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.0131 loss: 2.0131 2022/06/27 10:33:29 - mmengine - INFO - Epoch(train) [161][820/3757] lr: 3.015e-04 eta: 5:25:37 time: 0.264 data_time: 0.010 memory: 5036 grad_norm: 10.9049 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5087 loss: 1.5087 2022/06/27 10:33:34 - mmengine - INFO - Epoch(train) [161][840/3757] lr: 3.015e-04 eta: 5:25:32 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 10.9856 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.6378 loss: 1.6378 2022/06/27 10:33:39 - mmengine - INFO - Epoch(train) [161][860/3757] lr: 3.015e-04 eta: 5:25:27 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 10.3942 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4721 loss: 1.4721 2022/06/27 10:33:44 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 10:33:44 - mmengine - INFO - Epoch(train) [161][880/3757] lr: 3.015e-04 eta: 5:25:21 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 15.1188 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7854 loss: 1.7854 2022/06/27 10:33:50 - mmengine - INFO - Epoch(train) [161][900/3757] lr: 3.015e-04 eta: 5:25:16 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 11.8996 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1371 loss: 2.1371 2022/06/27 10:33:55 - mmengine - INFO - Epoch(train) [161][920/3757] lr: 3.015e-04 eta: 5:25:11 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 11.0946 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5378 loss: 1.5378 2022/06/27 10:34:00 - mmengine - INFO - Epoch(train) [161][940/3757] lr: 3.015e-04 eta: 5:25:06 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 11.7665 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.6822 loss: 1.6822 2022/06/27 10:34:05 - mmengine - INFO - Epoch(train) [161][960/3757] lr: 3.015e-04 eta: 5:25:00 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 13.3034 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8122 loss: 1.8122 2022/06/27 10:34:11 - mmengine - INFO - Epoch(train) [161][980/3757] lr: 3.015e-04 eta: 5:24:55 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 10.6688 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7084 loss: 1.7084 2022/06/27 10:34:16 - mmengine - INFO - Epoch(train) [161][1000/3757] lr: 3.015e-04 eta: 5:24:50 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 13.2016 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0288 loss: 2.0288 2022/06/27 10:34:21 - mmengine - INFO - Epoch(train) [161][1020/3757] lr: 3.015e-04 eta: 5:24:44 time: 0.295 data_time: 0.007 memory: 5036 grad_norm: 11.7155 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5701 loss: 1.5701 2022/06/27 10:34:27 - mmengine - INFO - Epoch(train) [161][1040/3757] lr: 3.015e-04 eta: 5:24:39 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 12.4500 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2000 loss: 1.2000 2022/06/27 10:34:32 - mmengine - INFO - Epoch(train) [161][1060/3757] lr: 3.015e-04 eta: 5:24:34 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 13.4017 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.3702 loss: 1.3702 2022/06/27 10:34:37 - mmengine - INFO - Epoch(train) [161][1080/3757] lr: 3.015e-04 eta: 5:24:29 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 11.1969 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7009 loss: 1.7009 2022/06/27 10:34:42 - mmengine - INFO - Epoch(train) [161][1100/3757] lr: 3.015e-04 eta: 5:24:23 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 16.6731 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.5565 loss: 1.5565 2022/06/27 10:34:48 - mmengine - INFO - Epoch(train) [161][1120/3757] lr: 3.015e-04 eta: 5:24:18 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 14.2556 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2783 loss: 1.2783 2022/06/27 10:34:53 - mmengine - INFO - Epoch(train) [161][1140/3757] lr: 3.015e-04 eta: 5:24:13 time: 0.276 data_time: 0.007 memory: 5036 grad_norm: 10.8504 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4307 loss: 1.4307 2022/06/27 10:34:58 - mmengine - INFO - Epoch(train) [161][1160/3757] lr: 3.015e-04 eta: 5:24:08 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 10.5474 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4873 loss: 1.4873 2022/06/27 10:35:03 - mmengine - INFO - Epoch(train) [161][1180/3757] lr: 3.015e-04 eta: 5:24:02 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 11.4591 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7136 loss: 1.7136 2022/06/27 10:35:09 - mmengine - INFO - Epoch(train) [161][1200/3757] lr: 3.015e-04 eta: 5:23:57 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 12.1553 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0368 loss: 2.0368 2022/06/27 10:35:14 - mmengine - INFO - Epoch(train) [161][1220/3757] lr: 3.015e-04 eta: 5:23:52 time: 0.261 data_time: 0.010 memory: 5036 grad_norm: 9.7142 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 2.2584 loss: 2.2584 2022/06/27 10:35:19 - mmengine - INFO - Epoch(train) [161][1240/3757] lr: 3.015e-04 eta: 5:23:47 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 11.8903 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.1971 loss: 1.1971 2022/06/27 10:35:24 - mmengine - INFO - Epoch(train) [161][1260/3757] lr: 3.015e-04 eta: 5:23:41 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 12.8843 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.5235 loss: 1.5235 2022/06/27 10:35:30 - mmengine - INFO - Epoch(train) [161][1280/3757] lr: 3.015e-04 eta: 5:23:36 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 11.2315 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2162 loss: 1.2162 2022/06/27 10:35:35 - mmengine - INFO - Epoch(train) [161][1300/3757] lr: 3.015e-04 eta: 5:23:31 time: 0.257 data_time: 0.010 memory: 5036 grad_norm: 11.9760 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.8570 loss: 1.8570 2022/06/27 10:35:40 - mmengine - INFO - Epoch(train) [161][1320/3757] lr: 3.015e-04 eta: 5:23:26 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 13.4968 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6117 loss: 1.6117 2022/06/27 10:35:45 - mmengine - INFO - Epoch(train) [161][1340/3757] lr: 3.015e-04 eta: 5:23:20 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 12.6695 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 1.9312 loss: 1.9312 2022/06/27 10:35:51 - mmengine - INFO - Epoch(train) [161][1360/3757] lr: 3.015e-04 eta: 5:23:15 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 12.8060 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5611 loss: 1.5611 2022/06/27 10:35:56 - mmengine - INFO - Epoch(train) [161][1380/3757] lr: 3.015e-04 eta: 5:23:10 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 11.0211 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6194 loss: 1.6194 2022/06/27 10:36:01 - mmengine - INFO - Epoch(train) [161][1400/3757] lr: 3.015e-04 eta: 5:23:05 time: 0.275 data_time: 0.003 memory: 5036 grad_norm: 14.9586 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.5974 loss: 1.5974 2022/06/27 10:36:07 - mmengine - INFO - Epoch(train) [161][1420/3757] lr: 3.015e-04 eta: 5:22:59 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 14.3893 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7040 loss: 1.7040 2022/06/27 10:36:12 - mmengine - INFO - Epoch(train) [161][1440/3757] lr: 3.015e-04 eta: 5:22:54 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 11.6952 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3985 loss: 1.3985 2022/06/27 10:36:17 - mmengine - INFO - Epoch(train) [161][1460/3757] lr: 3.015e-04 eta: 5:22:49 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 11.4143 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8719 loss: 1.8719 2022/06/27 10:36:23 - mmengine - INFO - Epoch(train) [161][1480/3757] lr: 3.015e-04 eta: 5:22:44 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 9.3366 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4144 loss: 1.4144 2022/06/27 10:36:28 - mmengine - INFO - Epoch(train) [161][1500/3757] lr: 3.015e-04 eta: 5:22:38 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 10.5725 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2421 loss: 1.2421 2022/06/27 10:36:33 - mmengine - INFO - Epoch(train) [161][1520/3757] lr: 3.015e-04 eta: 5:22:33 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 13.9588 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3241 loss: 1.3241 2022/06/27 10:36:39 - mmengine - INFO - Epoch(train) [161][1540/3757] lr: 3.015e-04 eta: 5:22:28 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 12.5937 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.1492 loss: 1.1492 2022/06/27 10:36:44 - mmengine - INFO - Epoch(train) [161][1560/3757] lr: 3.015e-04 eta: 5:22:23 time: 0.261 data_time: 0.009 memory: 5036 grad_norm: 13.6238 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.3882 loss: 1.3882 2022/06/27 10:36:49 - mmengine - INFO - Epoch(train) [161][1580/3757] lr: 3.015e-04 eta: 5:22:17 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 12.1253 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5228 loss: 1.5228 2022/06/27 10:36:54 - mmengine - INFO - Epoch(train) [161][1600/3757] lr: 3.015e-04 eta: 5:22:12 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 13.3367 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6871 loss: 1.6871 2022/06/27 10:37:00 - mmengine - INFO - Epoch(train) [161][1620/3757] lr: 3.015e-04 eta: 5:22:07 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 11.1801 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5853 loss: 1.5853 2022/06/27 10:37:05 - mmengine - INFO - Epoch(train) [161][1640/3757] lr: 3.015e-04 eta: 5:22:01 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 10.6302 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7695 loss: 1.7695 2022/06/27 10:37:10 - mmengine - INFO - Epoch(train) [161][1660/3757] lr: 3.015e-04 eta: 5:21:56 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 14.1343 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3547 loss: 1.3547 2022/06/27 10:37:16 - mmengine - INFO - Epoch(train) [161][1680/3757] lr: 3.015e-04 eta: 5:21:51 time: 0.266 data_time: 0.003 memory: 5036 grad_norm: 11.0803 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6749 loss: 1.6749 2022/06/27 10:37:21 - mmengine - INFO - Epoch(train) [161][1700/3757] lr: 3.015e-04 eta: 5:21:46 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 14.9305 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.9404 loss: 1.9404 2022/06/27 10:37:26 - mmengine - INFO - Epoch(train) [161][1720/3757] lr: 3.015e-04 eta: 5:21:40 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 14.6080 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.0681 loss: 1.0681 2022/06/27 10:37:31 - mmengine - INFO - Epoch(train) [161][1740/3757] lr: 3.015e-04 eta: 5:21:35 time: 0.267 data_time: 0.006 memory: 5036 grad_norm: 11.0116 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.3065 loss: 1.3065 2022/06/27 10:37:37 - mmengine - INFO - Epoch(train) [161][1760/3757] lr: 3.015e-04 eta: 5:21:30 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 12.4122 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.2975 loss: 1.2975 2022/06/27 10:37:42 - mmengine - INFO - Epoch(train) [161][1780/3757] lr: 3.015e-04 eta: 5:21:25 time: 0.255 data_time: 0.010 memory: 5036 grad_norm: 13.2053 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8486 loss: 1.8486 2022/06/27 10:37:47 - mmengine - INFO - Epoch(train) [161][1800/3757] lr: 3.015e-04 eta: 5:21:19 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 13.0367 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.4295 loss: 1.4295 2022/06/27 10:37:53 - mmengine - INFO - Epoch(train) [161][1820/3757] lr: 3.015e-04 eta: 5:21:14 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 12.2615 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7834 loss: 1.7834 2022/06/27 10:37:58 - mmengine - INFO - Epoch(train) [161][1840/3757] lr: 3.015e-04 eta: 5:21:09 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 11.3005 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.6270 loss: 1.6270 2022/06/27 10:38:03 - mmengine - INFO - Epoch(train) [161][1860/3757] lr: 3.015e-04 eta: 5:21:04 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 12.3768 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0534 loss: 2.0534 2022/06/27 10:38:08 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 10:38:08 - mmengine - INFO - Epoch(train) [161][1880/3757] lr: 3.015e-04 eta: 5:20:58 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 12.7728 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.1821 loss: 1.1821 2022/06/27 10:38:14 - mmengine - INFO - Epoch(train) [161][1900/3757] lr: 3.015e-04 eta: 5:20:53 time: 0.253 data_time: 0.004 memory: 5036 grad_norm: 10.7069 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3905 loss: 1.3905 2022/06/27 10:38:19 - mmengine - INFO - Epoch(train) [161][1920/3757] lr: 3.015e-04 eta: 5:20:48 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 10.9319 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.5404 loss: 1.5404 2022/06/27 10:38:24 - mmengine - INFO - Epoch(train) [161][1940/3757] lr: 3.015e-04 eta: 5:20:43 time: 0.266 data_time: 0.007 memory: 5036 grad_norm: 12.4712 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.1731 loss: 1.1731 2022/06/27 10:38:29 - mmengine - INFO - Epoch(train) [161][1960/3757] lr: 3.015e-04 eta: 5:20:37 time: 0.259 data_time: 0.009 memory: 5036 grad_norm: 11.2569 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1497 loss: 1.1497 2022/06/27 10:38:35 - mmengine - INFO - Epoch(train) [161][1980/3757] lr: 3.015e-04 eta: 5:20:32 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 11.9518 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5409 loss: 1.5409 2022/06/27 10:38:40 - mmengine - INFO - Epoch(train) [161][2000/3757] lr: 3.015e-04 eta: 5:20:27 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 12.5150 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4561 loss: 1.4561 2022/06/27 10:38:45 - mmengine - INFO - Epoch(train) [161][2020/3757] lr: 3.015e-04 eta: 5:20:22 time: 0.257 data_time: 0.013 memory: 5036 grad_norm: 12.1139 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1498 loss: 2.1498 2022/06/27 10:38:50 - mmengine - INFO - Epoch(train) [161][2040/3757] lr: 3.015e-04 eta: 5:20:16 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 12.0030 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.2345 loss: 1.2345 2022/06/27 10:38:56 - mmengine - INFO - Epoch(train) [161][2060/3757] lr: 3.015e-04 eta: 5:20:11 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 11.7309 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4586 loss: 1.4586 2022/06/27 10:39:01 - mmengine - INFO - Epoch(train) [161][2080/3757] lr: 3.015e-04 eta: 5:20:06 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 10.5857 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5061 loss: 1.5061 2022/06/27 10:39:06 - mmengine - INFO - Epoch(train) [161][2100/3757] lr: 3.015e-04 eta: 5:20:01 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 13.0101 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0103 loss: 2.0103 2022/06/27 10:39:12 - mmengine - INFO - Epoch(train) [161][2120/3757] lr: 3.015e-04 eta: 5:19:55 time: 0.521 data_time: 0.007 memory: 5036 grad_norm: 13.1028 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6040 loss: 1.6040 2022/06/27 10:39:17 - mmengine - INFO - Epoch(train) [161][2140/3757] lr: 3.015e-04 eta: 5:19:50 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 13.9357 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.1552 loss: 2.1552 2022/06/27 10:39:22 - mmengine - INFO - Epoch(train) [161][2160/3757] lr: 3.015e-04 eta: 5:19:45 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 11.9064 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5322 loss: 1.5322 2022/06/27 10:39:28 - mmengine - INFO - Epoch(train) [161][2180/3757] lr: 3.015e-04 eta: 5:19:40 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 10.1832 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3433 loss: 1.3433 2022/06/27 10:39:33 - mmengine - INFO - Epoch(train) [161][2200/3757] lr: 3.015e-04 eta: 5:19:34 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 11.4547 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.1700 loss: 1.1700 2022/06/27 10:39:38 - mmengine - INFO - Epoch(train) [161][2220/3757] lr: 3.015e-04 eta: 5:19:29 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 12.5446 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4333 loss: 1.4333 2022/06/27 10:39:43 - mmengine - INFO - Epoch(train) [161][2240/3757] lr: 3.015e-04 eta: 5:19:24 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 11.6579 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.5698 loss: 1.5698 2022/06/27 10:39:49 - mmengine - INFO - Epoch(train) [161][2260/3757] lr: 3.015e-04 eta: 5:19:18 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 11.2589 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.4091 loss: 1.4091 2022/06/27 10:39:54 - mmengine - INFO - Epoch(train) [161][2280/3757] lr: 3.015e-04 eta: 5:19:13 time: 0.260 data_time: 0.008 memory: 5036 grad_norm: 14.5636 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 1.4406 loss: 1.4406 2022/06/27 10:39:59 - mmengine - INFO - Epoch(train) [161][2300/3757] lr: 3.015e-04 eta: 5:19:08 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 11.2395 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.2717 loss: 1.2717 2022/06/27 10:40:05 - mmengine - INFO - Epoch(train) [161][2320/3757] lr: 3.015e-04 eta: 5:19:03 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 12.1921 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.7186 loss: 1.7186 2022/06/27 10:40:10 - mmengine - INFO - Epoch(train) [161][2340/3757] lr: 3.015e-04 eta: 5:18:57 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 11.8977 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.4466 loss: 1.4466 2022/06/27 10:40:15 - mmengine - INFO - Epoch(train) [161][2360/3757] lr: 3.015e-04 eta: 5:18:52 time: 0.266 data_time: 0.007 memory: 5036 grad_norm: 14.1973 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.4375 loss: 1.4375 2022/06/27 10:40:21 - mmengine - INFO - Epoch(train) [161][2380/3757] lr: 3.015e-04 eta: 5:18:47 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 9.4336 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7473 loss: 1.7473 2022/06/27 10:40:26 - mmengine - INFO - Epoch(train) [161][2400/3757] lr: 3.015e-04 eta: 5:18:42 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 11.1979 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5377 loss: 1.5377 2022/06/27 10:40:31 - mmengine - INFO - Epoch(train) [161][2420/3757] lr: 3.015e-04 eta: 5:18:36 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 11.5445 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7020 loss: 1.7020 2022/06/27 10:40:37 - mmengine - INFO - Epoch(train) [161][2440/3757] lr: 3.015e-04 eta: 5:18:31 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 14.3455 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.4938 loss: 1.4938 2022/06/27 10:40:42 - mmengine - INFO - Epoch(train) [161][2460/3757] lr: 3.015e-04 eta: 5:18:26 time: 0.411 data_time: 0.161 memory: 5036 grad_norm: 11.2397 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6349 loss: 1.6349 2022/06/27 10:40:48 - mmengine - INFO - Epoch(train) [161][2480/3757] lr: 3.015e-04 eta: 5:18:21 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 11.5493 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7195 loss: 1.7195 2022/06/27 10:40:53 - mmengine - INFO - Epoch(train) [161][2500/3757] lr: 3.015e-04 eta: 5:18:15 time: 0.283 data_time: 0.007 memory: 5036 grad_norm: 10.5371 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7079 loss: 1.7079 2022/06/27 10:40:58 - mmengine - INFO - Epoch(train) [161][2520/3757] lr: 3.015e-04 eta: 5:18:10 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 10.3200 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.7677 loss: 1.7677 2022/06/27 10:41:04 - mmengine - INFO - Epoch(train) [161][2540/3757] lr: 3.015e-04 eta: 5:18:05 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 11.7328 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.7406 loss: 1.7406 2022/06/27 10:41:09 - mmengine - INFO - Epoch(train) [161][2560/3757] lr: 3.015e-04 eta: 5:18:00 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 12.5522 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.5136 loss: 1.5136 2022/06/27 10:41:14 - mmengine - INFO - Epoch(train) [161][2580/3757] lr: 3.015e-04 eta: 5:17:54 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 13.0660 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3730 loss: 1.3730 2022/06/27 10:41:19 - mmengine - INFO - Epoch(train) [161][2600/3757] lr: 3.015e-04 eta: 5:17:49 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 13.5499 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.5614 loss: 1.5614 2022/06/27 10:41:25 - mmengine - INFO - Epoch(train) [161][2620/3757] lr: 3.015e-04 eta: 5:17:44 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 13.1261 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0282 loss: 2.0282 2022/06/27 10:41:30 - mmengine - INFO - Epoch(train) [161][2640/3757] lr: 3.015e-04 eta: 5:17:39 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 11.6604 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.5556 loss: 1.5556 2022/06/27 10:41:35 - mmengine - INFO - Epoch(train) [161][2660/3757] lr: 3.015e-04 eta: 5:17:33 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 11.0893 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0754 loss: 2.0754 2022/06/27 10:41:40 - mmengine - INFO - Epoch(train) [161][2680/3757] lr: 3.015e-04 eta: 5:17:28 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 12.6000 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5051 loss: 1.5051 2022/06/27 10:41:46 - mmengine - INFO - Epoch(train) [161][2700/3757] lr: 3.015e-04 eta: 5:17:23 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 12.1239 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8723 loss: 1.8723 2022/06/27 10:41:51 - mmengine - INFO - Epoch(train) [161][2720/3757] lr: 3.015e-04 eta: 5:17:18 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 14.0218 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9865 loss: 1.9865 2022/06/27 10:41:56 - mmengine - INFO - Epoch(train) [161][2740/3757] lr: 3.015e-04 eta: 5:17:12 time: 0.257 data_time: 0.008 memory: 5036 grad_norm: 12.0562 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.7006 loss: 1.7006 2022/06/27 10:42:01 - mmengine - INFO - Epoch(train) [161][2760/3757] lr: 3.015e-04 eta: 5:17:07 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 11.0192 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5557 loss: 1.5557 2022/06/27 10:42:07 - mmengine - INFO - Epoch(train) [161][2780/3757] lr: 3.015e-04 eta: 5:17:02 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 14.1308 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8511 loss: 1.8511 2022/06/27 10:42:12 - mmengine - INFO - Epoch(train) [161][2800/3757] lr: 3.015e-04 eta: 5:16:57 time: 0.262 data_time: 0.010 memory: 5036 grad_norm: 9.9959 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.4320 loss: 1.4320 2022/06/27 10:42:17 - mmengine - INFO - Epoch(train) [161][2820/3757] lr: 3.015e-04 eta: 5:16:51 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 12.0702 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.0707 loss: 1.0707 2022/06/27 10:42:22 - mmengine - INFO - Epoch(train) [161][2840/3757] lr: 3.015e-04 eta: 5:16:46 time: 0.252 data_time: 0.005 memory: 5036 grad_norm: 12.1335 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2444 loss: 1.2444 2022/06/27 10:42:28 - mmengine - INFO - Epoch(train) [161][2860/3757] lr: 3.015e-04 eta: 5:16:41 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 13.0607 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.6300 loss: 1.6300 2022/06/27 10:42:33 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 10:42:33 - mmengine - INFO - Epoch(train) [161][2880/3757] lr: 3.015e-04 eta: 5:16:36 time: 0.252 data_time: 0.008 memory: 5036 grad_norm: 12.8240 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.2577 loss: 1.2577 2022/06/27 10:42:38 - mmengine - INFO - Epoch(train) [161][2900/3757] lr: 3.015e-04 eta: 5:16:30 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 9.8995 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7113 loss: 1.7113 2022/06/27 10:42:43 - mmengine - INFO - Epoch(train) [161][2920/3757] lr: 3.015e-04 eta: 5:16:25 time: 0.260 data_time: 0.016 memory: 5036 grad_norm: 15.4231 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6305 loss: 1.6305 2022/06/27 10:42:49 - mmengine - INFO - Epoch(train) [161][2940/3757] lr: 3.015e-04 eta: 5:16:20 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 14.0769 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.5584 loss: 1.5584 2022/06/27 10:42:54 - mmengine - INFO - Epoch(train) [161][2960/3757] lr: 3.015e-04 eta: 5:16:15 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 11.0733 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4422 loss: 1.4422 2022/06/27 10:42:59 - mmengine - INFO - Epoch(train) [161][2980/3757] lr: 3.015e-04 eta: 5:16:09 time: 0.260 data_time: 0.012 memory: 5036 grad_norm: 9.6079 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6614 loss: 1.6614 2022/06/27 10:43:05 - mmengine - INFO - Epoch(train) [161][3000/3757] lr: 3.015e-04 eta: 5:16:04 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 11.3365 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4480 loss: 1.4480 2022/06/27 10:43:10 - mmengine - INFO - Epoch(train) [161][3020/3757] lr: 3.015e-04 eta: 5:15:59 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 10.9611 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.5863 loss: 1.5863 2022/06/27 10:43:15 - mmengine - INFO - Epoch(train) [161][3040/3757] lr: 3.015e-04 eta: 5:15:53 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 10.6638 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2885 loss: 2.2885 2022/06/27 10:43:21 - mmengine - INFO - Epoch(train) [161][3060/3757] lr: 3.015e-04 eta: 5:15:48 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 13.6871 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7358 loss: 1.7358 2022/06/27 10:43:26 - mmengine - INFO - Epoch(train) [161][3080/3757] lr: 3.015e-04 eta: 5:15:43 time: 0.269 data_time: 0.007 memory: 5036 grad_norm: 11.4315 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.6266 loss: 1.6266 2022/06/27 10:43:31 - mmengine - INFO - Epoch(train) [161][3100/3757] lr: 3.015e-04 eta: 5:15:38 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 13.8641 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6264 loss: 1.6264 2022/06/27 10:43:36 - mmengine - INFO - Epoch(train) [161][3120/3757] lr: 3.015e-04 eta: 5:15:32 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 11.1293 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.4481 loss: 1.4481 2022/06/27 10:43:42 - mmengine - INFO - Epoch(train) [161][3140/3757] lr: 3.015e-04 eta: 5:15:27 time: 0.251 data_time: 0.007 memory: 5036 grad_norm: 10.8031 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.2749 loss: 1.2749 2022/06/27 10:43:47 - mmengine - INFO - Epoch(train) [161][3160/3757] lr: 3.015e-04 eta: 5:15:22 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 9.8845 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.7130 loss: 1.7130 2022/06/27 10:43:52 - mmengine - INFO - Epoch(train) [161][3180/3757] lr: 3.015e-04 eta: 5:15:17 time: 0.622 data_time: 0.009 memory: 5036 grad_norm: 12.6735 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.6893 loss: 1.6893 2022/06/27 10:43:58 - mmengine - INFO - Epoch(train) [161][3200/3757] lr: 3.015e-04 eta: 5:15:11 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 10.8656 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9374 loss: 1.9374 2022/06/27 10:44:03 - mmengine - INFO - Epoch(train) [161][3220/3757] lr: 3.015e-04 eta: 5:15:06 time: 0.268 data_time: 0.010 memory: 5036 grad_norm: 11.5174 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.9198 loss: 1.9198 2022/06/27 10:44:08 - mmengine - INFO - Epoch(train) [161][3240/3757] lr: 3.015e-04 eta: 5:15:01 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 13.8064 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.1037 loss: 1.1037 2022/06/27 10:44:14 - mmengine - INFO - Epoch(train) [161][3260/3757] lr: 3.015e-04 eta: 5:14:56 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 13.4609 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3471 loss: 1.3471 2022/06/27 10:44:19 - mmengine - INFO - Epoch(train) [161][3280/3757] lr: 3.015e-04 eta: 5:14:50 time: 0.255 data_time: 0.010 memory: 5036 grad_norm: 10.9485 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.7255 loss: 1.7255 2022/06/27 10:44:24 - mmengine - INFO - Epoch(train) [161][3300/3757] lr: 3.015e-04 eta: 5:14:45 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 11.3977 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6432 loss: 1.6432 2022/06/27 10:44:29 - mmengine - INFO - Epoch(train) [161][3320/3757] lr: 3.015e-04 eta: 5:14:40 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 14.1815 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6211 loss: 1.6211 2022/06/27 10:44:35 - mmengine - INFO - Epoch(train) [161][3340/3757] lr: 3.015e-04 eta: 5:14:35 time: 0.259 data_time: 0.010 memory: 5036 grad_norm: 9.2751 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9106 loss: 1.9106 2022/06/27 10:44:40 - mmengine - INFO - Epoch(train) [161][3360/3757] lr: 3.015e-04 eta: 5:14:29 time: 0.263 data_time: 0.007 memory: 5036 grad_norm: 10.2476 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9144 loss: 1.9144 2022/06/27 10:44:45 - mmengine - INFO - Epoch(train) [161][3380/3757] lr: 3.015e-04 eta: 5:14:24 time: 0.260 data_time: 0.004 memory: 5036 grad_norm: 11.8370 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.8346 loss: 1.8346 2022/06/27 10:44:50 - mmengine - INFO - Epoch(train) [161][3400/3757] lr: 3.015e-04 eta: 5:14:19 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 12.3010 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.5038 loss: 1.5038 2022/06/27 10:44:56 - mmengine - INFO - Epoch(train) [161][3420/3757] lr: 3.015e-04 eta: 5:14:14 time: 0.258 data_time: 0.012 memory: 5036 grad_norm: 12.1661 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3292 loss: 1.3292 2022/06/27 10:45:01 - mmengine - INFO - Epoch(train) [161][3440/3757] lr: 3.015e-04 eta: 5:14:08 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 13.4374 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6157 loss: 1.6157 2022/06/27 10:45:06 - mmengine - INFO - Epoch(train) [161][3460/3757] lr: 3.015e-04 eta: 5:14:03 time: 0.261 data_time: 0.009 memory: 5036 grad_norm: 12.7322 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.8552 loss: 1.8552 2022/06/27 10:45:11 - mmengine - INFO - Epoch(train) [161][3480/3757] lr: 3.015e-04 eta: 5:13:58 time: 0.260 data_time: 0.004 memory: 5036 grad_norm: 13.5909 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3636 loss: 1.3636 2022/06/27 10:45:17 - mmengine - INFO - Epoch(train) [161][3500/3757] lr: 3.015e-04 eta: 5:13:53 time: 0.263 data_time: 0.009 memory: 5036 grad_norm: 10.5962 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6749 loss: 1.6749 2022/06/27 10:45:22 - mmengine - INFO - Epoch(train) [161][3520/3757] lr: 3.015e-04 eta: 5:13:47 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 11.9151 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5869 loss: 1.5869 2022/06/27 10:45:27 - mmengine - INFO - Epoch(train) [161][3540/3757] lr: 3.015e-04 eta: 5:13:42 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 14.0067 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.5062 loss: 1.5062 2022/06/27 10:45:33 - mmengine - INFO - Epoch(train) [161][3560/3757] lr: 3.015e-04 eta: 5:13:37 time: 0.486 data_time: 0.003 memory: 5036 grad_norm: 10.7359 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6328 loss: 1.6328 2022/06/27 10:45:38 - mmengine - INFO - Epoch(train) [161][3580/3757] lr: 3.015e-04 eta: 5:13:32 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 11.9026 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7513 loss: 1.7513 2022/06/27 10:45:43 - mmengine - INFO - Epoch(train) [161][3600/3757] lr: 3.015e-04 eta: 5:13:26 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 14.3282 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3310 loss: 1.3310 2022/06/27 10:45:49 - mmengine - INFO - Epoch(train) [161][3620/3757] lr: 3.015e-04 eta: 5:13:21 time: 0.264 data_time: 0.006 memory: 5036 grad_norm: 13.8344 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.7812 loss: 1.7812 2022/06/27 10:45:54 - mmengine - INFO - Epoch(train) [161][3640/3757] lr: 3.015e-04 eta: 5:13:16 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 11.9714 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6685 loss: 1.6685 2022/06/27 10:46:00 - mmengine - INFO - Epoch(train) [161][3660/3757] lr: 3.015e-04 eta: 5:13:11 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 13.7262 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6676 loss: 1.6676 2022/06/27 10:46:05 - mmengine - INFO - Epoch(train) [161][3680/3757] lr: 3.015e-04 eta: 5:13:05 time: 0.258 data_time: 0.014 memory: 5036 grad_norm: 13.5565 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.7975 loss: 1.7975 2022/06/27 10:46:10 - mmengine - INFO - Epoch(train) [161][3700/3757] lr: 3.015e-04 eta: 5:13:00 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 11.3899 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4234 loss: 1.4234 2022/06/27 10:46:16 - mmengine - INFO - Epoch(train) [161][3720/3757] lr: 3.015e-04 eta: 5:12:55 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 11.1841 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3149 loss: 1.3149 2022/06/27 10:46:21 - mmengine - INFO - Epoch(train) [161][3740/3757] lr: 3.015e-04 eta: 5:12:50 time: 0.241 data_time: 0.003 memory: 5036 grad_norm: 10.9648 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7138 loss: 1.7138 2022/06/27 10:46:25 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 10:46:25 - mmengine - INFO - Saving checkpoint at 161 epochs 2022/06/27 10:46:39 - mmengine - INFO - Epoch(val) [161][20/310] eta: 0:01:53 time: 0.670 data_time: 0.568 memory: 5036 2022/06/27 10:46:43 - mmengine - INFO - Epoch(val) [161][40/310] eta: 0:01:26 time: 0.128 data_time: 0.019 memory: 1723 2022/06/27 10:46:48 - mmengine - INFO - Epoch(val) [161][60/310] eta: 0:00:26 time: 0.104 data_time: 0.001 memory: 1723 2022/06/27 10:46:52 - mmengine - INFO - Epoch(val) [161][80/310] eta: 0:00:30 time: 0.111 data_time: 0.003 memory: 1723 2022/06/27 10:46:59 - mmengine - INFO - Epoch(val) [161][100/310] eta: 0:00:58 time: 0.107 data_time: 0.001 memory: 1723 2022/06/27 10:47:05 - mmengine - INFO - Epoch(val) [161][120/310] eta: 0:01:07 time: 0.763 data_time: 0.661 memory: 1723 2022/06/27 10:47:12 - mmengine - INFO - Epoch(val) [161][140/310] eta: 0:01:30 time: 0.103 data_time: 0.001 memory: 1723 2022/06/27 10:47:17 - mmengine - INFO - Epoch(val) [161][160/310] eta: 0:00:16 time: 0.108 data_time: 0.001 memory: 1723 2022/06/27 10:47:21 - mmengine - INFO - Epoch(val) [161][180/310] eta: 0:00:13 time: 0.107 data_time: 0.001 memory: 1723 2022/06/27 10:47:28 - mmengine - INFO - Epoch(val) [161][200/310] eta: 0:00:40 time: 0.119 data_time: 0.001 memory: 1723 2022/06/27 10:47:35 - mmengine - INFO - Epoch(val) [161][220/310] eta: 0:00:30 time: 1.765 data_time: 1.657 memory: 1723 2022/06/27 10:47:41 - mmengine - INFO - Epoch(val) [161][240/310] eta: 0:00:38 time: 0.104 data_time: 0.002 memory: 1723 2022/06/27 10:47:44 - mmengine - INFO - Epoch(val) [161][260/310] eta: 0:00:05 time: 0.103 data_time: 0.001 memory: 1723 2022/06/27 10:47:54 - mmengine - INFO - Epoch(val) [161][280/310] eta: 0:00:03 time: 0.115 data_time: 0.002 memory: 1723 2022/06/27 10:47:56 - mmengine - INFO - Epoch(val) [161][300/310] eta: 0:00:01 time: 0.097 data_time: 0.001 memory: 1723 2022/06/27 10:47:58 - mmengine - INFO - Epoch(val) [161][310/310] acc/top1: 0.6061 acc/top5: 0.8267 acc/mean1: 0.6059 2022/06/27 10:48:08 - mmengine - INFO - Epoch(train) [162][20/3757] lr: 2.724e-04 eta: 5:12:40 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 11.0216 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.1548 loss: 1.1548 2022/06/27 10:48:15 - mmengine - INFO - Epoch(train) [162][40/3757] lr: 2.724e-04 eta: 5:12:35 time: 0.277 data_time: 0.004 memory: 5036 grad_norm: 12.8859 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.4294 loss: 1.4294 2022/06/27 10:48:21 - mmengine - INFO - Epoch(train) [162][60/3757] lr: 2.724e-04 eta: 5:12:30 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 14.1921 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.0050 loss: 2.0050 2022/06/27 10:48:26 - mmengine - INFO - Epoch(train) [162][80/3757] lr: 2.724e-04 eta: 5:12:25 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 13.9700 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6214 loss: 1.6214 2022/06/27 10:48:31 - mmengine - INFO - Epoch(train) [162][100/3757] lr: 2.724e-04 eta: 5:12:19 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 13.7790 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 2.0447 loss: 2.0447 2022/06/27 10:48:37 - mmengine - INFO - Epoch(train) [162][120/3757] lr: 2.724e-04 eta: 5:12:14 time: 0.258 data_time: 0.010 memory: 5036 grad_norm: 10.2052 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8210 loss: 1.8210 2022/06/27 10:48:37 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 10:48:42 - mmengine - INFO - Epoch(train) [162][140/3757] lr: 2.724e-04 eta: 5:12:09 time: 0.259 data_time: 0.009 memory: 5036 grad_norm: 11.2490 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3470 loss: 1.3470 2022/06/27 10:48:47 - mmengine - INFO - Epoch(train) [162][160/3757] lr: 2.724e-04 eta: 5:12:04 time: 0.271 data_time: 0.006 memory: 5036 grad_norm: 11.2835 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.2181 loss: 1.2181 2022/06/27 10:48:53 - mmengine - INFO - Epoch(train) [162][180/3757] lr: 2.724e-04 eta: 5:11:58 time: 0.332 data_time: 0.090 memory: 5036 grad_norm: 14.2651 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8122 loss: 1.8122 2022/06/27 10:48:58 - mmengine - INFO - Epoch(train) [162][200/3757] lr: 2.724e-04 eta: 5:11:53 time: 0.264 data_time: 0.015 memory: 5036 grad_norm: 12.5214 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7724 loss: 1.7724 2022/06/27 10:49:04 - mmengine - INFO - Epoch(train) [162][220/3757] lr: 2.724e-04 eta: 5:11:48 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 11.7434 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5139 loss: 1.5139 2022/06/27 10:49:09 - mmengine - INFO - Epoch(train) [162][240/3757] lr: 2.724e-04 eta: 5:11:43 time: 0.250 data_time: 0.007 memory: 5036 grad_norm: 11.2898 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7593 loss: 1.7593 2022/06/27 10:49:14 - mmengine - INFO - Epoch(train) [162][260/3757] lr: 2.724e-04 eta: 5:11:37 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 11.6269 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3323 loss: 1.3323 2022/06/27 10:49:19 - mmengine - INFO - Epoch(train) [162][280/3757] lr: 2.724e-04 eta: 5:11:32 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 10.9754 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.6001 loss: 1.6001 2022/06/27 10:49:25 - mmengine - INFO - Epoch(train) [162][300/3757] lr: 2.724e-04 eta: 5:11:27 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 12.7603 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4633 loss: 1.4633 2022/06/27 10:49:30 - mmengine - INFO - Epoch(train) [162][320/3757] lr: 2.724e-04 eta: 5:11:22 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 9.3981 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8282 loss: 1.8282 2022/06/27 10:49:35 - mmengine - INFO - Epoch(train) [162][340/3757] lr: 2.724e-04 eta: 5:11:16 time: 0.257 data_time: 0.008 memory: 5036 grad_norm: 12.1964 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8896 loss: 1.8896 2022/06/27 10:49:41 - mmengine - INFO - Epoch(train) [162][360/3757] lr: 2.724e-04 eta: 5:11:11 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 13.0421 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.7678 loss: 1.7678 2022/06/27 10:49:46 - mmengine - INFO - Epoch(train) [162][380/3757] lr: 2.724e-04 eta: 5:11:06 time: 0.261 data_time: 0.010 memory: 5036 grad_norm: 12.7945 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5430 loss: 1.5430 2022/06/27 10:49:51 - mmengine - INFO - Epoch(train) [162][400/3757] lr: 2.724e-04 eta: 5:11:01 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 12.5629 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.4926 loss: 1.4926 2022/06/27 10:49:56 - mmengine - INFO - Epoch(train) [162][420/3757] lr: 2.724e-04 eta: 5:10:55 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 11.9507 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7048 loss: 1.7048 2022/06/27 10:50:02 - mmengine - INFO - Epoch(train) [162][440/3757] lr: 2.724e-04 eta: 5:10:50 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 12.1194 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2444 loss: 1.2444 2022/06/27 10:50:07 - mmengine - INFO - Epoch(train) [162][460/3757] lr: 2.724e-04 eta: 5:10:45 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 12.7678 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.2270 loss: 1.2270 2022/06/27 10:50:12 - mmengine - INFO - Epoch(train) [162][480/3757] lr: 2.724e-04 eta: 5:10:40 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 13.8611 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7256 loss: 1.7256 2022/06/27 10:50:17 - mmengine - INFO - Epoch(train) [162][500/3757] lr: 2.724e-04 eta: 5:10:34 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 13.9784 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5039 loss: 1.5039 2022/06/27 10:50:23 - mmengine - INFO - Epoch(train) [162][520/3757] lr: 2.724e-04 eta: 5:10:29 time: 0.607 data_time: 0.010 memory: 5036 grad_norm: 13.2758 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5073 loss: 1.5073 2022/06/27 10:50:28 - mmengine - INFO - Epoch(train) [162][540/3757] lr: 2.724e-04 eta: 5:10:24 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 10.4778 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8703 loss: 1.8703 2022/06/27 10:50:34 - mmengine - INFO - Epoch(train) [162][560/3757] lr: 2.724e-04 eta: 5:10:18 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 11.8836 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6363 loss: 1.6363 2022/06/27 10:50:39 - mmengine - INFO - Epoch(train) [162][580/3757] lr: 2.724e-04 eta: 5:10:13 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 11.2141 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6134 loss: 1.6134 2022/06/27 10:50:44 - mmengine - INFO - Epoch(train) [162][600/3757] lr: 2.724e-04 eta: 5:10:08 time: 0.275 data_time: 0.029 memory: 5036 grad_norm: 12.4963 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4343 loss: 1.4343 2022/06/27 10:50:49 - mmengine - INFO - Epoch(train) [162][620/3757] lr: 2.724e-04 eta: 5:10:03 time: 0.251 data_time: 0.008 memory: 5036 grad_norm: 12.5860 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3457 loss: 1.3457 2022/06/27 10:50:55 - mmengine - INFO - Epoch(train) [162][640/3757] lr: 2.724e-04 eta: 5:09:57 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 12.2301 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2955 loss: 1.2955 2022/06/27 10:51:00 - mmengine - INFO - Epoch(train) [162][660/3757] lr: 2.724e-04 eta: 5:09:52 time: 0.253 data_time: 0.010 memory: 5036 grad_norm: 13.6388 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3197 loss: 1.3197 2022/06/27 10:51:05 - mmengine - INFO - Epoch(train) [162][680/3757] lr: 2.724e-04 eta: 5:09:47 time: 0.255 data_time: 0.012 memory: 5036 grad_norm: 10.1200 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7251 loss: 1.7251 2022/06/27 10:51:11 - mmengine - INFO - Epoch(train) [162][700/3757] lr: 2.724e-04 eta: 5:09:42 time: 0.263 data_time: 0.007 memory: 5036 grad_norm: 11.2680 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5202 loss: 1.5202 2022/06/27 10:51:16 - mmengine - INFO - Epoch(train) [162][720/3757] lr: 2.724e-04 eta: 5:09:36 time: 0.257 data_time: 0.012 memory: 5036 grad_norm: 12.5813 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3591 loss: 1.3591 2022/06/27 10:51:21 - mmengine - INFO - Epoch(train) [162][740/3757] lr: 2.724e-04 eta: 5:09:31 time: 0.257 data_time: 0.008 memory: 5036 grad_norm: 10.1816 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.4651 loss: 1.4651 2022/06/27 10:51:27 - mmengine - INFO - Epoch(train) [162][760/3757] lr: 2.724e-04 eta: 5:09:26 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 12.6023 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.6820 loss: 1.6820 2022/06/27 10:51:32 - mmengine - INFO - Epoch(train) [162][780/3757] lr: 2.724e-04 eta: 5:09:21 time: 0.257 data_time: 0.012 memory: 5036 grad_norm: 11.3953 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2262 loss: 1.2262 2022/06/27 10:51:37 - mmengine - INFO - Epoch(train) [162][800/3757] lr: 2.724e-04 eta: 5:09:15 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 13.2802 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.4840 loss: 1.4840 2022/06/27 10:51:42 - mmengine - INFO - Epoch(train) [162][820/3757] lr: 2.724e-04 eta: 5:09:10 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 8.8042 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.5317 loss: 1.5317 2022/06/27 10:51:48 - mmengine - INFO - Epoch(train) [162][840/3757] lr: 2.724e-04 eta: 5:09:05 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 13.7071 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.8289 loss: 1.8289 2022/06/27 10:51:53 - mmengine - INFO - Epoch(train) [162][860/3757] lr: 2.724e-04 eta: 5:09:00 time: 0.553 data_time: 0.006 memory: 5036 grad_norm: 13.9615 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.6273 loss: 1.6273 2022/06/27 10:51:58 - mmengine - INFO - Epoch(train) [162][880/3757] lr: 2.724e-04 eta: 5:08:54 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 12.6886 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7905 loss: 1.7905 2022/06/27 10:52:04 - mmengine - INFO - Epoch(train) [162][900/3757] lr: 2.724e-04 eta: 5:08:49 time: 0.264 data_time: 0.007 memory: 5036 grad_norm: 12.6102 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.7047 loss: 1.7047 2022/06/27 10:52:09 - mmengine - INFO - Epoch(train) [162][920/3757] lr: 2.724e-04 eta: 5:08:44 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 12.8899 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5053 loss: 1.5053 2022/06/27 10:52:14 - mmengine - INFO - Epoch(train) [162][940/3757] lr: 2.724e-04 eta: 5:08:39 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 11.5043 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.6724 loss: 1.6724 2022/06/27 10:52:20 - mmengine - INFO - Epoch(train) [162][960/3757] lr: 2.724e-04 eta: 5:08:33 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 12.4137 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.6079 loss: 1.6079 2022/06/27 10:52:25 - mmengine - INFO - Epoch(train) [162][980/3757] lr: 2.724e-04 eta: 5:08:28 time: 0.262 data_time: 0.010 memory: 5036 grad_norm: 13.8234 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.5830 loss: 1.5830 2022/06/27 10:52:30 - mmengine - INFO - Epoch(train) [162][1000/3757] lr: 2.724e-04 eta: 5:08:23 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 13.1067 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8180 loss: 1.8180 2022/06/27 10:52:36 - mmengine - INFO - Epoch(train) [162][1020/3757] lr: 2.724e-04 eta: 5:08:18 time: 0.266 data_time: 0.006 memory: 5036 grad_norm: 11.8255 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6353 loss: 1.6353 2022/06/27 10:52:41 - mmengine - INFO - Epoch(train) [162][1040/3757] lr: 2.724e-04 eta: 5:08:12 time: 0.254 data_time: 0.008 memory: 5036 grad_norm: 9.9278 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.5574 loss: 1.5574 2022/06/27 10:52:46 - mmengine - INFO - Epoch(train) [162][1060/3757] lr: 2.724e-04 eta: 5:08:07 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 12.8190 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4550 loss: 1.4550 2022/06/27 10:52:51 - mmengine - INFO - Epoch(train) [162][1080/3757] lr: 2.724e-04 eta: 5:08:02 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 15.4173 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.8864 loss: 1.8864 2022/06/27 10:52:57 - mmengine - INFO - Epoch(train) [162][1100/3757] lr: 2.724e-04 eta: 5:07:57 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 12.3622 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.6903 loss: 1.6903 2022/06/27 10:53:02 - mmengine - INFO - Epoch(train) [162][1120/3757] lr: 2.724e-04 eta: 5:07:51 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 11.9912 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6934 loss: 1.6934 2022/06/27 10:53:03 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 10:53:07 - mmengine - INFO - Epoch(train) [162][1140/3757] lr: 2.724e-04 eta: 5:07:46 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 13.5030 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.6690 loss: 1.6690 2022/06/27 10:53:12 - mmengine - INFO - Epoch(train) [162][1160/3757] lr: 2.724e-04 eta: 5:07:41 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 12.5042 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.0106 loss: 2.0106 2022/06/27 10:53:18 - mmengine - INFO - Epoch(train) [162][1180/3757] lr: 2.724e-04 eta: 5:07:36 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 12.5377 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5257 loss: 1.5257 2022/06/27 10:53:23 - mmengine - INFO - Epoch(train) [162][1200/3757] lr: 2.724e-04 eta: 5:07:30 time: 0.288 data_time: 0.007 memory: 5036 grad_norm: 12.2197 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4184 loss: 1.4184 2022/06/27 10:53:28 - mmengine - INFO - Epoch(train) [162][1220/3757] lr: 2.724e-04 eta: 5:07:25 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 13.9353 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6526 loss: 1.6526 2022/06/27 10:53:34 - mmengine - INFO - Epoch(train) [162][1240/3757] lr: 2.724e-04 eta: 5:07:20 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 9.3678 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.7508 loss: 1.7508 2022/06/27 10:53:39 - mmengine - INFO - Epoch(train) [162][1260/3757] lr: 2.724e-04 eta: 5:07:14 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 14.0376 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 1.6216 loss: 1.6216 2022/06/27 10:53:44 - mmengine - INFO - Epoch(train) [162][1280/3757] lr: 2.724e-04 eta: 5:07:09 time: 0.253 data_time: 0.010 memory: 5036 grad_norm: 11.0137 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4731 loss: 1.4731 2022/06/27 10:53:49 - mmengine - INFO - Epoch(train) [162][1300/3757] lr: 2.724e-04 eta: 5:07:04 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 10.8131 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8196 loss: 1.8196 2022/06/27 10:53:55 - mmengine - INFO - Epoch(train) [162][1320/3757] lr: 2.724e-04 eta: 5:06:59 time: 0.261 data_time: 0.004 memory: 5036 grad_norm: 11.9541 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6282 loss: 1.6282 2022/06/27 10:54:00 - mmengine - INFO - Epoch(train) [162][1340/3757] lr: 2.724e-04 eta: 5:06:53 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 13.4110 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5787 loss: 1.5787 2022/06/27 10:54:05 - mmengine - INFO - Epoch(train) [162][1360/3757] lr: 2.724e-04 eta: 5:06:48 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 10.5079 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.8426 loss: 1.8426 2022/06/27 10:54:10 - mmengine - INFO - Epoch(train) [162][1380/3757] lr: 2.724e-04 eta: 5:06:43 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 14.3075 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.5994 loss: 1.5994 2022/06/27 10:54:16 - mmengine - INFO - Epoch(train) [162][1400/3757] lr: 2.724e-04 eta: 5:06:38 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 12.6466 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2576 loss: 1.2576 2022/06/27 10:54:21 - mmengine - INFO - Epoch(train) [162][1420/3757] lr: 2.724e-04 eta: 5:06:32 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 12.0034 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6133 loss: 1.6133 2022/06/27 10:54:26 - mmengine - INFO - Epoch(train) [162][1440/3757] lr: 2.724e-04 eta: 5:06:27 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 12.6525 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 2.3024 loss: 2.3024 2022/06/27 10:54:31 - mmengine - INFO - Epoch(train) [162][1460/3757] lr: 2.724e-04 eta: 5:06:22 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 13.1281 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5435 loss: 1.5435 2022/06/27 10:54:37 - mmengine - INFO - Epoch(train) [162][1480/3757] lr: 2.724e-04 eta: 5:06:17 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 9.5864 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4580 loss: 1.4580 2022/06/27 10:54:42 - mmengine - INFO - Epoch(train) [162][1500/3757] lr: 2.724e-04 eta: 5:06:11 time: 0.265 data_time: 0.009 memory: 5036 grad_norm: 11.5384 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5706 loss: 1.5706 2022/06/27 10:54:47 - mmengine - INFO - Epoch(train) [162][1520/3757] lr: 2.724e-04 eta: 5:06:06 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 13.4033 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.6992 loss: 1.6992 2022/06/27 10:54:52 - mmengine - INFO - Epoch(train) [162][1540/3757] lr: 2.724e-04 eta: 5:06:01 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 11.4705 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.1642 loss: 1.1642 2022/06/27 10:54:58 - mmengine - INFO - Epoch(train) [162][1560/3757] lr: 2.724e-04 eta: 5:05:56 time: 0.258 data_time: 0.012 memory: 5036 grad_norm: 13.0024 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1830 loss: 2.1830 2022/06/27 10:55:03 - mmengine - INFO - Epoch(train) [162][1580/3757] lr: 2.724e-04 eta: 5:05:50 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 11.6836 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7379 loss: 1.7379 2022/06/27 10:55:08 - mmengine - INFO - Epoch(train) [162][1600/3757] lr: 2.724e-04 eta: 5:05:45 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 13.3587 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.7803 loss: 1.7803 2022/06/27 10:55:14 - mmengine - INFO - Epoch(train) [162][1620/3757] lr: 2.724e-04 eta: 5:05:40 time: 0.266 data_time: 0.016 memory: 5036 grad_norm: 13.1695 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3385 loss: 1.3385 2022/06/27 10:55:19 - mmengine - INFO - Epoch(train) [162][1640/3757] lr: 2.724e-04 eta: 5:05:35 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 10.5835 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6818 loss: 1.6818 2022/06/27 10:55:24 - mmengine - INFO - Epoch(train) [162][1660/3757] lr: 2.724e-04 eta: 5:05:29 time: 0.260 data_time: 0.009 memory: 5036 grad_norm: 12.5792 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.9951 loss: 1.9951 2022/06/27 10:55:29 - mmengine - INFO - Epoch(train) [162][1680/3757] lr: 2.724e-04 eta: 5:05:24 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 11.6676 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3960 loss: 1.3960 2022/06/27 10:55:35 - mmengine - INFO - Epoch(train) [162][1700/3757] lr: 2.724e-04 eta: 5:05:19 time: 0.252 data_time: 0.005 memory: 5036 grad_norm: 13.1982 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.4854 loss: 1.4854 2022/06/27 10:55:40 - mmengine - INFO - Epoch(train) [162][1720/3757] lr: 2.724e-04 eta: 5:05:13 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 12.0915 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.7025 loss: 1.7025 2022/06/27 10:55:45 - mmengine - INFO - Epoch(train) [162][1740/3757] lr: 2.724e-04 eta: 5:05:08 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 10.7182 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6177 loss: 1.6177 2022/06/27 10:55:50 - mmengine - INFO - Epoch(train) [162][1760/3757] lr: 2.724e-04 eta: 5:05:03 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 11.2412 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3836 loss: 1.3836 2022/06/27 10:55:56 - mmengine - INFO - Epoch(train) [162][1780/3757] lr: 2.724e-04 eta: 5:04:58 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 10.8524 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.9898 loss: 0.9898 2022/06/27 10:56:01 - mmengine - INFO - Epoch(train) [162][1800/3757] lr: 2.724e-04 eta: 5:04:52 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 12.0332 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.6721 loss: 1.6721 2022/06/27 10:56:06 - mmengine - INFO - Epoch(train) [162][1820/3757] lr: 2.724e-04 eta: 5:04:47 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 12.3841 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6535 loss: 1.6535 2022/06/27 10:56:11 - mmengine - INFO - Epoch(train) [162][1840/3757] lr: 2.724e-04 eta: 5:04:42 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 10.1736 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6501 loss: 1.6501 2022/06/27 10:56:17 - mmengine - INFO - Epoch(train) [162][1860/3757] lr: 2.724e-04 eta: 5:04:37 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 14.2344 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.7625 loss: 1.7625 2022/06/27 10:56:22 - mmengine - INFO - Epoch(train) [162][1880/3757] lr: 2.724e-04 eta: 5:04:31 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 11.6621 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4148 loss: 1.4148 2022/06/27 10:56:28 - mmengine - INFO - Epoch(train) [162][1900/3757] lr: 2.724e-04 eta: 5:04:26 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 12.2109 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5635 loss: 1.5635 2022/06/27 10:56:33 - mmengine - INFO - Epoch(train) [162][1920/3757] lr: 2.724e-04 eta: 5:04:21 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 12.5901 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2978 loss: 1.2978 2022/06/27 10:56:38 - mmengine - INFO - Epoch(train) [162][1940/3757] lr: 2.724e-04 eta: 5:04:16 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 12.3759 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5406 loss: 1.5406 2022/06/27 10:56:44 - mmengine - INFO - Epoch(train) [162][1960/3757] lr: 2.724e-04 eta: 5:04:10 time: 0.315 data_time: 0.012 memory: 5036 grad_norm: 12.0457 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8095 loss: 1.8095 2022/06/27 10:56:49 - mmengine - INFO - Epoch(train) [162][1980/3757] lr: 2.724e-04 eta: 5:04:05 time: 0.272 data_time: 0.009 memory: 5036 grad_norm: 10.2481 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.5984 loss: 1.5984 2022/06/27 10:56:54 - mmengine - INFO - Epoch(train) [162][2000/3757] lr: 2.724e-04 eta: 5:04:00 time: 0.267 data_time: 0.006 memory: 5036 grad_norm: 12.9361 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4491 loss: 1.4491 2022/06/27 10:56:59 - mmengine - INFO - Epoch(train) [162][2020/3757] lr: 2.724e-04 eta: 5:03:55 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 11.0463 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.6415 loss: 1.6415 2022/06/27 10:57:05 - mmengine - INFO - Epoch(train) [162][2040/3757] lr: 2.724e-04 eta: 5:03:49 time: 0.255 data_time: 0.004 memory: 5036 grad_norm: 10.6307 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6156 loss: 1.6156 2022/06/27 10:57:10 - mmengine - INFO - Epoch(train) [162][2060/3757] lr: 2.724e-04 eta: 5:03:44 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 14.0531 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.8669 loss: 1.8669 2022/06/27 10:57:15 - mmengine - INFO - Epoch(train) [162][2080/3757] lr: 2.724e-04 eta: 5:03:39 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 12.0158 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.6996 loss: 1.6996 2022/06/27 10:57:20 - mmengine - INFO - Epoch(train) [162][2100/3757] lr: 2.724e-04 eta: 5:03:34 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 12.0583 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7420 loss: 1.7420 2022/06/27 10:57:26 - mmengine - INFO - Epoch(train) [162][2120/3757] lr: 2.724e-04 eta: 5:03:28 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 13.1752 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.4618 loss: 1.4618 2022/06/27 10:57:26 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 10:57:31 - mmengine - INFO - Epoch(train) [162][2140/3757] lr: 2.724e-04 eta: 5:03:23 time: 0.257 data_time: 0.011 memory: 5036 grad_norm: 13.0533 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.5727 loss: 1.5727 2022/06/27 10:57:36 - mmengine - INFO - Epoch(train) [162][2160/3757] lr: 2.724e-04 eta: 5:03:18 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 11.5897 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.4135 loss: 1.4135 2022/06/27 10:57:41 - mmengine - INFO - Epoch(train) [162][2180/3757] lr: 2.724e-04 eta: 5:03:13 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 12.8263 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4591 loss: 1.4591 2022/06/27 10:57:47 - mmengine - INFO - Epoch(train) [162][2200/3757] lr: 2.724e-04 eta: 5:03:07 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 12.3295 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.2200 loss: 1.2200 2022/06/27 10:57:52 - mmengine - INFO - Epoch(train) [162][2220/3757] lr: 2.724e-04 eta: 5:03:02 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 14.1076 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.8115 loss: 1.8115 2022/06/27 10:57:57 - mmengine - INFO - Epoch(train) [162][2240/3757] lr: 2.724e-04 eta: 5:02:57 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 14.5108 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.7394 loss: 1.7394 2022/06/27 10:58:03 - mmengine - INFO - Epoch(train) [162][2260/3757] lr: 2.724e-04 eta: 5:02:52 time: 0.266 data_time: 0.003 memory: 5036 grad_norm: 14.7533 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.0605 loss: 1.0605 2022/06/27 10:58:08 - mmengine - INFO - Epoch(train) [162][2280/3757] lr: 2.724e-04 eta: 5:02:46 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 13.6410 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7329 loss: 1.7329 2022/06/27 10:58:13 - mmengine - INFO - Epoch(train) [162][2300/3757] lr: 2.724e-04 eta: 5:02:41 time: 0.266 data_time: 0.007 memory: 5036 grad_norm: 13.2923 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7617 loss: 1.7617 2022/06/27 10:58:19 - mmengine - INFO - Epoch(train) [162][2320/3757] lr: 2.724e-04 eta: 5:02:36 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 13.2608 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3811 loss: 1.3811 2022/06/27 10:58:24 - mmengine - INFO - Epoch(train) [162][2340/3757] lr: 2.724e-04 eta: 5:02:31 time: 0.293 data_time: 0.023 memory: 5036 grad_norm: 14.7933 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5181 loss: 1.5181 2022/06/27 10:58:29 - mmengine - INFO - Epoch(train) [162][2360/3757] lr: 2.724e-04 eta: 5:02:25 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 12.8693 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.2250 loss: 1.2250 2022/06/27 10:58:35 - mmengine - INFO - Epoch(train) [162][2380/3757] lr: 2.724e-04 eta: 5:02:20 time: 0.267 data_time: 0.003 memory: 5036 grad_norm: 15.1538 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7889 loss: 1.7889 2022/06/27 10:58:40 - mmengine - INFO - Epoch(train) [162][2400/3757] lr: 2.724e-04 eta: 5:02:15 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 12.4120 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.5445 loss: 1.5445 2022/06/27 10:58:45 - mmengine - INFO - Epoch(train) [162][2420/3757] lr: 2.724e-04 eta: 5:02:10 time: 0.257 data_time: 0.010 memory: 5036 grad_norm: 14.2689 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2823 loss: 1.2823 2022/06/27 10:58:51 - mmengine - INFO - Epoch(train) [162][2440/3757] lr: 2.724e-04 eta: 5:02:04 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 12.6619 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8620 loss: 1.8620 2022/06/27 10:58:56 - mmengine - INFO - Epoch(train) [162][2460/3757] lr: 2.724e-04 eta: 5:01:59 time: 0.269 data_time: 0.007 memory: 5036 grad_norm: 14.2392 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8352 loss: 1.8352 2022/06/27 10:59:01 - mmengine - INFO - Epoch(train) [162][2480/3757] lr: 2.724e-04 eta: 5:01:54 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 10.1324 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5854 loss: 1.5854 2022/06/27 10:59:07 - mmengine - INFO - Epoch(train) [162][2500/3757] lr: 2.724e-04 eta: 5:01:49 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 11.1896 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.9028 loss: 1.9028 2022/06/27 10:59:12 - mmengine - INFO - Epoch(train) [162][2520/3757] lr: 2.724e-04 eta: 5:01:43 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 14.0591 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9146 loss: 1.9146 2022/06/27 10:59:17 - mmengine - INFO - Epoch(train) [162][2540/3757] lr: 2.724e-04 eta: 5:01:38 time: 0.266 data_time: 0.007 memory: 5036 grad_norm: 13.4360 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.1993 loss: 1.1993 2022/06/27 10:59:23 - mmengine - INFO - Epoch(train) [162][2560/3757] lr: 2.724e-04 eta: 5:01:33 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 13.0661 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5381 loss: 1.5381 2022/06/27 10:59:28 - mmengine - INFO - Epoch(train) [162][2580/3757] lr: 2.724e-04 eta: 5:01:27 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 11.9665 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2813 loss: 1.2813 2022/06/27 10:59:33 - mmengine - INFO - Epoch(train) [162][2600/3757] lr: 2.724e-04 eta: 5:01:22 time: 0.255 data_time: 0.010 memory: 5036 grad_norm: 11.4697 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9069 loss: 1.9069 2022/06/27 10:59:38 - mmengine - INFO - Epoch(train) [162][2620/3757] lr: 2.724e-04 eta: 5:01:17 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 12.1663 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.5243 loss: 1.5243 2022/06/27 10:59:44 - mmengine - INFO - Epoch(train) [162][2640/3757] lr: 2.724e-04 eta: 5:01:12 time: 0.284 data_time: 0.007 memory: 5036 grad_norm: 12.8398 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.3134 loss: 1.3134 2022/06/27 10:59:49 - mmengine - INFO - Epoch(train) [162][2660/3757] lr: 2.724e-04 eta: 5:01:06 time: 0.267 data_time: 0.003 memory: 5036 grad_norm: 12.1967 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.6854 loss: 1.6854 2022/06/27 10:59:54 - mmengine - INFO - Epoch(train) [162][2680/3757] lr: 2.724e-04 eta: 5:01:01 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 12.1865 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6643 loss: 1.6643 2022/06/27 10:59:59 - mmengine - INFO - Epoch(train) [162][2700/3757] lr: 2.724e-04 eta: 5:00:56 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 12.8580 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5612 loss: 1.5612 2022/06/27 11:00:05 - mmengine - INFO - Epoch(train) [162][2720/3757] lr: 2.724e-04 eta: 5:00:51 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 12.2925 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.1386 loss: 1.1386 2022/06/27 11:00:10 - mmengine - INFO - Epoch(train) [162][2740/3757] lr: 2.724e-04 eta: 5:00:45 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 14.9829 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.6592 loss: 1.6592 2022/06/27 11:00:15 - mmengine - INFO - Epoch(train) [162][2760/3757] lr: 2.724e-04 eta: 5:00:40 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 12.8747 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4529 loss: 1.4529 2022/06/27 11:00:21 - mmengine - INFO - Epoch(train) [162][2780/3757] lr: 2.724e-04 eta: 5:00:35 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 9.9150 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6826 loss: 1.6826 2022/06/27 11:00:26 - mmengine - INFO - Epoch(train) [162][2800/3757] lr: 2.724e-04 eta: 5:00:30 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 10.7136 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4703 loss: 1.4703 2022/06/27 11:00:31 - mmengine - INFO - Epoch(train) [162][2820/3757] lr: 2.724e-04 eta: 5:00:24 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 10.3677 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4503 loss: 1.4503 2022/06/27 11:00:37 - mmengine - INFO - Epoch(train) [162][2840/3757] lr: 2.724e-04 eta: 5:00:19 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 10.3839 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.8145 loss: 1.8145 2022/06/27 11:00:42 - mmengine - INFO - Epoch(train) [162][2860/3757] lr: 2.724e-04 eta: 5:00:14 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 12.7659 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3721 loss: 1.3721 2022/06/27 11:00:47 - mmengine - INFO - Epoch(train) [162][2880/3757] lr: 2.724e-04 eta: 5:00:09 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 14.5675 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5732 loss: 1.5732 2022/06/27 11:00:53 - mmengine - INFO - Epoch(train) [162][2900/3757] lr: 2.724e-04 eta: 5:00:03 time: 0.255 data_time: 0.008 memory: 5036 grad_norm: 10.3108 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.5002 loss: 1.5002 2022/06/27 11:00:58 - mmengine - INFO - Epoch(train) [162][2920/3757] lr: 2.724e-04 eta: 4:59:58 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 10.8779 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3694 loss: 1.3694 2022/06/27 11:01:03 - mmengine - INFO - Epoch(train) [162][2940/3757] lr: 2.724e-04 eta: 4:59:53 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 12.6378 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.8313 loss: 1.8313 2022/06/27 11:01:08 - mmengine - INFO - Epoch(train) [162][2960/3757] lr: 2.724e-04 eta: 4:59:48 time: 0.276 data_time: 0.007 memory: 5036 grad_norm: 10.7804 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4437 loss: 1.4437 2022/06/27 11:01:14 - mmengine - INFO - Epoch(train) [162][2980/3757] lr: 2.724e-04 eta: 4:59:42 time: 0.261 data_time: 0.010 memory: 5036 grad_norm: 11.9724 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7202 loss: 1.7202 2022/06/27 11:01:19 - mmengine - INFO - Epoch(train) [162][3000/3757] lr: 2.724e-04 eta: 4:59:37 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 9.8063 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.5127 loss: 1.5127 2022/06/27 11:01:24 - mmengine - INFO - Epoch(train) [162][3020/3757] lr: 2.724e-04 eta: 4:59:32 time: 0.266 data_time: 0.020 memory: 5036 grad_norm: 11.2979 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6224 loss: 1.6224 2022/06/27 11:01:29 - mmengine - INFO - Epoch(train) [162][3040/3757] lr: 2.724e-04 eta: 4:59:27 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 11.9433 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.5639 loss: 1.5639 2022/06/27 11:01:35 - mmengine - INFO - Epoch(train) [162][3060/3757] lr: 2.724e-04 eta: 4:59:21 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 12.0363 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 1.6196 loss: 1.6196 2022/06/27 11:01:40 - mmengine - INFO - Epoch(train) [162][3080/3757] lr: 2.724e-04 eta: 4:59:16 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 11.9322 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6387 loss: 1.6387 2022/06/27 11:01:45 - mmengine - INFO - Epoch(train) [162][3100/3757] lr: 2.724e-04 eta: 4:59:11 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 9.7328 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3008 loss: 1.3008 2022/06/27 11:01:51 - mmengine - INFO - Epoch(train) [162][3120/3757] lr: 2.724e-04 eta: 4:59:06 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 14.5903 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7381 loss: 1.7381 2022/06/27 11:01:51 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 11:01:56 - mmengine - INFO - Epoch(train) [162][3140/3757] lr: 2.724e-04 eta: 4:59:00 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 15.2461 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.6153 loss: 1.6153 2022/06/27 11:02:01 - mmengine - INFO - Epoch(train) [162][3160/3757] lr: 2.724e-04 eta: 4:58:55 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 12.5690 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4976 loss: 1.4976 2022/06/27 11:02:07 - mmengine - INFO - Epoch(train) [162][3180/3757] lr: 2.724e-04 eta: 4:58:50 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 9.8591 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4143 loss: 1.4143 2022/06/27 11:02:12 - mmengine - INFO - Epoch(train) [162][3200/3757] lr: 2.724e-04 eta: 4:58:45 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 10.9599 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.4045 loss: 1.4045 2022/06/27 11:02:17 - mmengine - INFO - Epoch(train) [162][3220/3757] lr: 2.724e-04 eta: 4:58:39 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 13.6019 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.3592 loss: 1.3592 2022/06/27 11:02:23 - mmengine - INFO - Epoch(train) [162][3240/3757] lr: 2.724e-04 eta: 4:58:34 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 9.1802 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3980 loss: 1.3980 2022/06/27 11:02:28 - mmengine - INFO - Epoch(train) [162][3260/3757] lr: 2.724e-04 eta: 4:58:29 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 13.0578 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.6537 loss: 1.6537 2022/06/27 11:02:33 - mmengine - INFO - Epoch(train) [162][3280/3757] lr: 2.724e-04 eta: 4:58:23 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 11.0572 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.7920 loss: 1.7920 2022/06/27 11:02:39 - mmengine - INFO - Epoch(train) [162][3300/3757] lr: 2.724e-04 eta: 4:58:18 time: 0.260 data_time: 0.005 memory: 5036 grad_norm: 11.3401 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.4835 loss: 1.4835 2022/06/27 11:02:44 - mmengine - INFO - Epoch(train) [162][3320/3757] lr: 2.724e-04 eta: 4:58:13 time: 0.558 data_time: 0.006 memory: 5036 grad_norm: 11.7230 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7920 loss: 1.7920 2022/06/27 11:02:49 - mmengine - INFO - Epoch(train) [162][3340/3757] lr: 2.724e-04 eta: 4:58:08 time: 0.269 data_time: 0.007 memory: 5036 grad_norm: 10.6167 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2569 loss: 1.2569 2022/06/27 11:02:55 - mmengine - INFO - Epoch(train) [162][3360/3757] lr: 2.724e-04 eta: 4:58:03 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 13.7858 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4884 loss: 1.4884 2022/06/27 11:03:00 - mmengine - INFO - Epoch(train) [162][3380/3757] lr: 2.724e-04 eta: 4:57:57 time: 0.256 data_time: 0.008 memory: 5036 grad_norm: 12.1747 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.5395 loss: 1.5395 2022/06/27 11:03:05 - mmengine - INFO - Epoch(train) [162][3400/3757] lr: 2.724e-04 eta: 4:57:52 time: 0.262 data_time: 0.012 memory: 5036 grad_norm: 12.2682 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5321 loss: 1.5321 2022/06/27 11:03:11 - mmengine - INFO - Epoch(train) [162][3420/3757] lr: 2.724e-04 eta: 4:57:47 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 11.8326 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3245 loss: 1.3245 2022/06/27 11:03:16 - mmengine - INFO - Epoch(train) [162][3440/3757] lr: 2.724e-04 eta: 4:57:41 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 12.5047 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1863 loss: 1.1863 2022/06/27 11:03:21 - mmengine - INFO - Epoch(train) [162][3460/3757] lr: 2.724e-04 eta: 4:57:36 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 12.5264 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0508 loss: 2.0508 2022/06/27 11:03:26 - mmengine - INFO - Epoch(train) [162][3480/3757] lr: 2.724e-04 eta: 4:57:31 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 11.2664 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.5608 loss: 1.5608 2022/06/27 11:03:32 - mmengine - INFO - Epoch(train) [162][3500/3757] lr: 2.724e-04 eta: 4:57:26 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 12.7903 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7511 loss: 1.7511 2022/06/27 11:03:37 - mmengine - INFO - Epoch(train) [162][3520/3757] lr: 2.724e-04 eta: 4:57:20 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 11.9481 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.5178 loss: 1.5178 2022/06/27 11:03:42 - mmengine - INFO - Epoch(train) [162][3540/3757] lr: 2.724e-04 eta: 4:57:15 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 14.3092 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2092 loss: 1.2092 2022/06/27 11:03:47 - mmengine - INFO - Epoch(train) [162][3560/3757] lr: 2.724e-04 eta: 4:57:10 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 11.6696 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4394 loss: 1.4394 2022/06/27 11:03:53 - mmengine - INFO - Epoch(train) [162][3580/3757] lr: 2.724e-04 eta: 4:57:05 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 11.9193 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.5087 loss: 1.5087 2022/06/27 11:03:58 - mmengine - INFO - Epoch(train) [162][3600/3757] lr: 2.724e-04 eta: 4:56:59 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 13.3400 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4590 loss: 1.4590 2022/06/27 11:04:03 - mmengine - INFO - Epoch(train) [162][3620/3757] lr: 2.724e-04 eta: 4:56:54 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 14.0267 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.8518 loss: 1.8518 2022/06/27 11:04:08 - mmengine - INFO - Epoch(train) [162][3640/3757] lr: 2.724e-04 eta: 4:56:49 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 12.4764 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5718 loss: 1.5718 2022/06/27 11:04:14 - mmengine - INFO - Epoch(train) [162][3660/3757] lr: 2.724e-04 eta: 4:56:44 time: 0.270 data_time: 0.009 memory: 5036 grad_norm: 10.1161 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.5635 loss: 1.5635 2022/06/27 11:04:19 - mmengine - INFO - Epoch(train) [162][3680/3757] lr: 2.724e-04 eta: 4:56:38 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 11.4098 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.7279 loss: 1.7279 2022/06/27 11:04:24 - mmengine - INFO - Epoch(train) [162][3700/3757] lr: 2.724e-04 eta: 4:56:33 time: 0.501 data_time: 0.020 memory: 5036 grad_norm: 12.7748 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.5187 loss: 1.5187 2022/06/27 11:04:30 - mmengine - INFO - Epoch(train) [162][3720/3757] lr: 2.724e-04 eta: 4:56:28 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 11.3577 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5757 loss: 1.5757 2022/06/27 11:04:35 - mmengine - INFO - Epoch(train) [162][3740/3757] lr: 2.724e-04 eta: 4:56:23 time: 0.240 data_time: 0.006 memory: 5036 grad_norm: 11.6296 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.5763 loss: 1.5763 2022/06/27 11:04:39 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 11:04:39 - mmengine - INFO - Saving checkpoint at 162 epochs 2022/06/27 11:04:52 - mmengine - INFO - Epoch(val) [162][20/310] eta: 0:01:43 time: 0.103 data_time: 0.002 memory: 5036 2022/06/27 11:04:56 - mmengine - INFO - Epoch(val) [162][40/310] eta: 0:01:35 time: 0.109 data_time: 0.007 memory: 1723 2022/06/27 11:05:01 - mmengine - INFO - Epoch(val) [162][60/310] eta: 0:00:26 time: 0.103 data_time: 0.002 memory: 1723 2022/06/27 11:05:06 - mmengine - INFO - Epoch(val) [162][80/310] eta: 0:00:24 time: 0.105 data_time: 0.001 memory: 1723 2022/06/27 11:05:12 - mmengine - INFO - Epoch(val) [162][100/310] eta: 0:01:13 time: 0.113 data_time: 0.007 memory: 1723 2022/06/27 11:05:17 - mmengine - INFO - Epoch(val) [162][120/310] eta: 0:01:09 time: 0.316 data_time: 0.209 memory: 1723 2022/06/27 11:05:22 - mmengine - INFO - Epoch(val) [162][140/310] eta: 0:00:25 time: 0.103 data_time: 0.002 memory: 1723 2022/06/27 11:05:27 - mmengine - INFO - Epoch(val) [162][160/310] eta: 0:00:19 time: 0.103 data_time: 0.002 memory: 1723 2022/06/27 11:05:33 - mmengine - INFO - Epoch(val) [162][180/310] eta: 0:00:39 time: 0.107 data_time: 0.002 memory: 1723 2022/06/27 11:05:38 - mmengine - INFO - Epoch(val) [162][200/310] eta: 0:00:38 time: 0.291 data_time: 0.187 memory: 1723 2022/06/27 11:05:43 - mmengine - INFO - Epoch(val) [162][220/310] eta: 0:00:12 time: 0.107 data_time: 0.006 memory: 1723 2022/06/27 11:05:47 - mmengine - INFO - Epoch(val) [162][240/310] eta: 0:00:07 time: 0.107 data_time: 0.005 memory: 1723 2022/06/27 11:05:55 - mmengine - INFO - Epoch(val) [162][260/310] eta: 0:00:18 time: 0.118 data_time: 0.002 memory: 1723 2022/06/27 11:05:59 - mmengine - INFO - Epoch(val) [162][280/310] eta: 0:00:09 time: 0.111 data_time: 0.002 memory: 1723 2022/06/27 11:06:01 - mmengine - INFO - Epoch(val) [162][300/310] eta: 0:00:01 time: 0.097 data_time: 0.001 memory: 1723 2022/06/27 11:06:03 - mmengine - INFO - Epoch(val) [162][310/310] acc/top1: 0.6060 acc/top5: 0.8254 acc/mean1: 0.6059 2022/06/27 11:06:13 - mmengine - INFO - Epoch(train) [163][20/3757] lr: 2.447e-04 eta: 4:56:13 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 11.3197 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6973 loss: 1.6973 2022/06/27 11:06:19 - mmengine - INFO - Epoch(train) [163][40/3757] lr: 2.447e-04 eta: 4:56:08 time: 0.266 data_time: 0.004 memory: 5036 grad_norm: 10.8575 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6666 loss: 1.6666 2022/06/27 11:06:24 - mmengine - INFO - Epoch(train) [163][60/3757] lr: 2.447e-04 eta: 4:56:03 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 11.6566 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5710 loss: 1.5710 2022/06/27 11:06:29 - mmengine - INFO - Epoch(train) [163][80/3757] lr: 2.447e-04 eta: 4:55:57 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 11.0698 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.6762 loss: 1.6762 2022/06/27 11:06:35 - mmengine - INFO - Epoch(train) [163][100/3757] lr: 2.447e-04 eta: 4:55:52 time: 0.260 data_time: 0.004 memory: 5036 grad_norm: 11.5576 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3995 loss: 1.3995 2022/06/27 11:06:40 - mmengine - INFO - Epoch(train) [163][120/3757] lr: 2.447e-04 eta: 4:55:47 time: 0.266 data_time: 0.004 memory: 5036 grad_norm: 13.5431 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6174 loss: 1.6174 2022/06/27 11:06:46 - mmengine - INFO - Epoch(train) [163][140/3757] lr: 2.447e-04 eta: 4:55:42 time: 0.272 data_time: 0.004 memory: 5036 grad_norm: 13.3801 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.6299 loss: 1.6299 2022/06/27 11:06:51 - mmengine - INFO - Epoch(train) [163][160/3757] lr: 2.447e-04 eta: 4:55:36 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 13.0980 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.5049 loss: 1.5049 2022/06/27 11:06:57 - mmengine - INFO - Epoch(train) [163][180/3757] lr: 2.447e-04 eta: 4:55:31 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 11.3946 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.6056 loss: 1.6056 2022/06/27 11:07:02 - mmengine - INFO - Epoch(train) [163][200/3757] lr: 2.447e-04 eta: 4:55:26 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 11.3327 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4081 loss: 1.4081 2022/06/27 11:07:07 - mmengine - INFO - Epoch(train) [163][220/3757] lr: 2.447e-04 eta: 4:55:21 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 12.0992 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 1.6790 loss: 1.6790 2022/06/27 11:07:13 - mmengine - INFO - Epoch(train) [163][240/3757] lr: 2.447e-04 eta: 4:55:15 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 13.4270 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6215 loss: 1.6215 2022/06/27 11:07:18 - mmengine - INFO - Epoch(train) [163][260/3757] lr: 2.447e-04 eta: 4:55:10 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 12.6621 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.2570 loss: 1.2570 2022/06/27 11:07:23 - mmengine - INFO - Epoch(train) [163][280/3757] lr: 2.447e-04 eta: 4:55:05 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 12.1711 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4212 loss: 1.4212 2022/06/27 11:07:29 - mmengine - INFO - Epoch(train) [163][300/3757] lr: 2.447e-04 eta: 4:55:00 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 13.9804 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.4574 loss: 1.4574 2022/06/27 11:07:34 - mmengine - INFO - Epoch(train) [163][320/3757] lr: 2.447e-04 eta: 4:54:54 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 10.9104 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.1930 loss: 1.1930 2022/06/27 11:07:39 - mmengine - INFO - Epoch(train) [163][340/3757] lr: 2.447e-04 eta: 4:54:49 time: 0.264 data_time: 0.007 memory: 5036 grad_norm: 10.1696 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4904 loss: 1.4904 2022/06/27 11:07:45 - mmengine - INFO - Epoch(train) [163][360/3757] lr: 2.447e-04 eta: 4:54:44 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 9.9991 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.7135 loss: 1.7135 2022/06/27 11:07:46 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 11:07:50 - mmengine - INFO - Epoch(train) [163][380/3757] lr: 2.447e-04 eta: 4:54:39 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 13.1601 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7386 loss: 1.7386 2022/06/27 11:07:55 - mmengine - INFO - Epoch(train) [163][400/3757] lr: 2.447e-04 eta: 4:54:33 time: 0.260 data_time: 0.010 memory: 5036 grad_norm: 11.2780 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.7698 loss: 1.7698 2022/06/27 11:08:01 - mmengine - INFO - Epoch(train) [163][420/3757] lr: 2.447e-04 eta: 4:54:28 time: 0.250 data_time: 0.007 memory: 5036 grad_norm: 14.2854 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6423 loss: 1.6423 2022/06/27 11:08:06 - mmengine - INFO - Epoch(train) [163][440/3757] lr: 2.447e-04 eta: 4:54:23 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 12.1012 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7446 loss: 1.7446 2022/06/27 11:08:11 - mmengine - INFO - Epoch(train) [163][460/3757] lr: 2.447e-04 eta: 4:54:18 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 13.8685 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.3602 loss: 1.3602 2022/06/27 11:08:16 - mmengine - INFO - Epoch(train) [163][480/3757] lr: 2.447e-04 eta: 4:54:12 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 14.0218 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5473 loss: 1.5473 2022/06/27 11:08:22 - mmengine - INFO - Epoch(train) [163][500/3757] lr: 2.447e-04 eta: 4:54:07 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 11.0775 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.4414 loss: 1.4414 2022/06/27 11:08:27 - mmengine - INFO - Epoch(train) [163][520/3757] lr: 2.447e-04 eta: 4:54:02 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 12.3137 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.8644 loss: 1.8644 2022/06/27 11:08:32 - mmengine - INFO - Epoch(train) [163][540/3757] lr: 2.447e-04 eta: 4:53:57 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 10.9273 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5250 loss: 1.5250 2022/06/27 11:08:37 - mmengine - INFO - Epoch(train) [163][560/3757] lr: 2.447e-04 eta: 4:53:51 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 12.2208 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.6865 loss: 1.6865 2022/06/27 11:08:43 - mmengine - INFO - Epoch(train) [163][580/3757] lr: 2.447e-04 eta: 4:53:46 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 13.9647 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6198 loss: 1.6198 2022/06/27 11:08:48 - mmengine - INFO - Epoch(train) [163][600/3757] lr: 2.447e-04 eta: 4:53:41 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 13.0499 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.8851 loss: 1.8851 2022/06/27 11:08:53 - mmengine - INFO - Epoch(train) [163][620/3757] lr: 2.447e-04 eta: 4:53:36 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 12.6556 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0623 loss: 2.0623 2022/06/27 11:08:58 - mmengine - INFO - Epoch(train) [163][640/3757] lr: 2.447e-04 eta: 4:53:30 time: 0.265 data_time: 0.007 memory: 5036 grad_norm: 14.3504 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.3376 loss: 1.3376 2022/06/27 11:09:04 - mmengine - INFO - Epoch(train) [163][660/3757] lr: 2.447e-04 eta: 4:53:25 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 11.8078 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5896 loss: 1.5896 2022/06/27 11:09:09 - mmengine - INFO - Epoch(train) [163][680/3757] lr: 2.447e-04 eta: 4:53:20 time: 0.266 data_time: 0.007 memory: 5036 grad_norm: 13.3534 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3623 loss: 1.3623 2022/06/27 11:09:14 - mmengine - INFO - Epoch(train) [163][700/3757] lr: 2.447e-04 eta: 4:53:15 time: 0.266 data_time: 0.006 memory: 5036 grad_norm: 10.1831 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.4192 loss: 1.4192 2022/06/27 11:09:20 - mmengine - INFO - Epoch(train) [163][720/3757] lr: 2.447e-04 eta: 4:53:09 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 12.4892 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.4370 loss: 1.4370 2022/06/27 11:09:25 - mmengine - INFO - Epoch(train) [163][740/3757] lr: 2.447e-04 eta: 4:53:04 time: 0.291 data_time: 0.007 memory: 5036 grad_norm: 12.5626 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.6204 loss: 1.6204 2022/06/27 11:09:30 - mmengine - INFO - Epoch(train) [163][760/3757] lr: 2.447e-04 eta: 4:52:59 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 13.3782 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7523 loss: 1.7523 2022/06/27 11:09:36 - mmengine - INFO - Epoch(train) [163][780/3757] lr: 2.447e-04 eta: 4:52:54 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 11.2852 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8459 loss: 1.8459 2022/06/27 11:09:41 - mmengine - INFO - Epoch(train) [163][800/3757] lr: 2.447e-04 eta: 4:52:48 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 13.1419 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.5204 loss: 1.5204 2022/06/27 11:09:46 - mmengine - INFO - Epoch(train) [163][820/3757] lr: 2.447e-04 eta: 4:52:43 time: 0.259 data_time: 0.008 memory: 5036 grad_norm: 12.9135 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4852 loss: 1.4852 2022/06/27 11:09:52 - mmengine - INFO - Epoch(train) [163][840/3757] lr: 2.447e-04 eta: 4:52:38 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 12.3215 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.6333 loss: 1.6333 2022/06/27 11:09:57 - mmengine - INFO - Epoch(train) [163][860/3757] lr: 2.447e-04 eta: 4:52:32 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 11.8642 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.6052 loss: 1.6052 2022/06/27 11:10:02 - mmengine - INFO - Epoch(train) [163][880/3757] lr: 2.447e-04 eta: 4:52:27 time: 0.250 data_time: 0.007 memory: 5036 grad_norm: 13.2498 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6917 loss: 1.6917 2022/06/27 11:10:07 - mmengine - INFO - Epoch(train) [163][900/3757] lr: 2.447e-04 eta: 4:52:22 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 11.8841 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.6375 loss: 1.6375 2022/06/27 11:10:13 - mmengine - INFO - Epoch(train) [163][920/3757] lr: 2.447e-04 eta: 4:52:17 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 12.4643 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5941 loss: 1.5941 2022/06/27 11:10:18 - mmengine - INFO - Epoch(train) [163][940/3757] lr: 2.447e-04 eta: 4:52:11 time: 0.260 data_time: 0.010 memory: 5036 grad_norm: 13.6876 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.2443 loss: 1.2443 2022/06/27 11:10:23 - mmengine - INFO - Epoch(train) [163][960/3757] lr: 2.447e-04 eta: 4:52:06 time: 0.261 data_time: 0.012 memory: 5036 grad_norm: 13.8435 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4054 loss: 1.4054 2022/06/27 11:10:28 - mmengine - INFO - Epoch(train) [163][980/3757] lr: 2.447e-04 eta: 4:52:01 time: 0.258 data_time: 0.011 memory: 5036 grad_norm: 13.1817 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5614 loss: 1.5614 2022/06/27 11:10:34 - mmengine - INFO - Epoch(train) [163][1000/3757] lr: 2.447e-04 eta: 4:51:56 time: 0.273 data_time: 0.007 memory: 5036 grad_norm: 12.1760 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2660 loss: 1.2660 2022/06/27 11:10:39 - mmengine - INFO - Epoch(train) [163][1020/3757] lr: 2.447e-04 eta: 4:51:50 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 13.3966 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3112 loss: 1.3112 2022/06/27 11:10:44 - mmengine - INFO - Epoch(train) [163][1040/3757] lr: 2.447e-04 eta: 4:51:45 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 10.6118 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4251 loss: 1.4251 2022/06/27 11:10:49 - mmengine - INFO - Epoch(train) [163][1060/3757] lr: 2.447e-04 eta: 4:51:40 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 13.4876 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5453 loss: 1.5453 2022/06/27 11:10:55 - mmengine - INFO - Epoch(train) [163][1080/3757] lr: 2.447e-04 eta: 4:51:35 time: 0.264 data_time: 0.006 memory: 5036 grad_norm: 11.5838 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.4299 loss: 1.4299 2022/06/27 11:11:00 - mmengine - INFO - Epoch(train) [163][1100/3757] lr: 2.447e-04 eta: 4:51:29 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 11.4977 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.5218 loss: 1.5218 2022/06/27 11:11:05 - mmengine - INFO - Epoch(train) [163][1120/3757] lr: 2.447e-04 eta: 4:51:24 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 13.3332 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.4367 loss: 1.4367 2022/06/27 11:11:10 - mmengine - INFO - Epoch(train) [163][1140/3757] lr: 2.447e-04 eta: 4:51:19 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 12.5434 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7993 loss: 1.7993 2022/06/27 11:11:16 - mmengine - INFO - Epoch(train) [163][1160/3757] lr: 2.447e-04 eta: 4:51:14 time: 0.272 data_time: 0.007 memory: 5036 grad_norm: 12.6853 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2716 loss: 1.2716 2022/06/27 11:11:21 - mmengine - INFO - Epoch(train) [163][1180/3757] lr: 2.447e-04 eta: 4:51:08 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 12.7662 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4844 loss: 1.4844 2022/06/27 11:11:26 - mmengine - INFO - Epoch(train) [163][1200/3757] lr: 2.447e-04 eta: 4:51:03 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 12.3083 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.3773 loss: 2.3773 2022/06/27 11:11:31 - mmengine - INFO - Epoch(train) [163][1220/3757] lr: 2.447e-04 eta: 4:50:58 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 11.3317 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.3594 loss: 1.3594 2022/06/27 11:11:37 - mmengine - INFO - Epoch(train) [163][1240/3757] lr: 2.447e-04 eta: 4:50:52 time: 0.262 data_time: 0.013 memory: 5036 grad_norm: 13.1025 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4356 loss: 1.4356 2022/06/27 11:11:42 - mmengine - INFO - Epoch(train) [163][1260/3757] lr: 2.447e-04 eta: 4:50:47 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 12.4850 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4405 loss: 1.4405 2022/06/27 11:11:47 - mmengine - INFO - Epoch(train) [163][1280/3757] lr: 2.447e-04 eta: 4:50:42 time: 0.251 data_time: 0.008 memory: 5036 grad_norm: 12.3252 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4808 loss: 1.4808 2022/06/27 11:11:53 - mmengine - INFO - Epoch(train) [163][1300/3757] lr: 2.447e-04 eta: 4:50:37 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 12.3740 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5901 loss: 1.5901 2022/06/27 11:11:58 - mmengine - INFO - Epoch(train) [163][1320/3757] lr: 2.447e-04 eta: 4:50:31 time: 0.251 data_time: 0.007 memory: 5036 grad_norm: 13.0842 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5785 loss: 1.5785 2022/06/27 11:12:03 - mmengine - INFO - Epoch(train) [163][1340/3757] lr: 2.447e-04 eta: 4:50:26 time: 0.268 data_time: 0.007 memory: 5036 grad_norm: 9.6213 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.1097 loss: 1.1097 2022/06/27 11:12:09 - mmengine - INFO - Epoch(train) [163][1360/3757] lr: 2.447e-04 eta: 4:50:21 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 10.6986 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3698 loss: 1.3698 2022/06/27 11:12:10 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 11:12:14 - mmengine - INFO - Epoch(train) [163][1380/3757] lr: 2.447e-04 eta: 4:50:16 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 13.0064 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 1.3578 loss: 1.3578 2022/06/27 11:12:19 - mmengine - INFO - Epoch(train) [163][1400/3757] lr: 2.447e-04 eta: 4:50:10 time: 0.262 data_time: 0.010 memory: 5036 grad_norm: 10.3454 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8466 loss: 1.8466 2022/06/27 11:12:25 - mmengine - INFO - Epoch(train) [163][1420/3757] lr: 2.447e-04 eta: 4:50:05 time: 0.332 data_time: 0.003 memory: 5036 grad_norm: 11.8662 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9218 loss: 1.9218 2022/06/27 11:12:30 - mmengine - INFO - Epoch(train) [163][1440/3757] lr: 2.447e-04 eta: 4:50:00 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 10.6017 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.3782 loss: 1.3782 2022/06/27 11:12:36 - mmengine - INFO - Epoch(train) [163][1460/3757] lr: 2.447e-04 eta: 4:49:55 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 11.6346 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7350 loss: 1.7350 2022/06/27 11:12:41 - mmengine - INFO - Epoch(train) [163][1480/3757] lr: 2.447e-04 eta: 4:49:49 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 13.5604 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.8669 loss: 1.8669 2022/06/27 11:12:47 - mmengine - INFO - Epoch(train) [163][1500/3757] lr: 2.447e-04 eta: 4:49:44 time: 0.263 data_time: 0.007 memory: 5036 grad_norm: 13.4771 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.8154 loss: 1.8154 2022/06/27 11:12:52 - mmengine - INFO - Epoch(train) [163][1520/3757] lr: 2.447e-04 eta: 4:49:39 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 10.8758 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4596 loss: 1.4596 2022/06/27 11:12:57 - mmengine - INFO - Epoch(train) [163][1540/3757] lr: 2.447e-04 eta: 4:49:34 time: 0.264 data_time: 0.013 memory: 5036 grad_norm: 12.6923 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0422 loss: 2.0422 2022/06/27 11:13:02 - mmengine - INFO - Epoch(train) [163][1560/3757] lr: 2.447e-04 eta: 4:49:28 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 11.1781 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.8263 loss: 1.8263 2022/06/27 11:13:08 - mmengine - INFO - Epoch(train) [163][1580/3757] lr: 2.447e-04 eta: 4:49:23 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 14.0619 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5383 loss: 1.5383 2022/06/27 11:13:13 - mmengine - INFO - Epoch(train) [163][1600/3757] lr: 2.447e-04 eta: 4:49:18 time: 0.264 data_time: 0.007 memory: 5036 grad_norm: 12.9011 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6039 loss: 1.6039 2022/06/27 11:13:19 - mmengine - INFO - Epoch(train) [163][1620/3757] lr: 2.447e-04 eta: 4:49:13 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 11.8248 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2907 loss: 1.2907 2022/06/27 11:13:24 - mmengine - INFO - Epoch(train) [163][1640/3757] lr: 2.447e-04 eta: 4:49:07 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 13.1246 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.3927 loss: 1.3927 2022/06/27 11:13:29 - mmengine - INFO - Epoch(train) [163][1660/3757] lr: 2.447e-04 eta: 4:49:02 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 11.6116 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6965 loss: 1.6965 2022/06/27 11:13:34 - mmengine - INFO - Epoch(train) [163][1680/3757] lr: 2.447e-04 eta: 4:48:57 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 11.1126 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.6313 loss: 1.6313 2022/06/27 11:13:40 - mmengine - INFO - Epoch(train) [163][1700/3757] lr: 2.447e-04 eta: 4:48:52 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 10.0199 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4910 loss: 1.4910 2022/06/27 11:13:45 - mmengine - INFO - Epoch(train) [163][1720/3757] lr: 2.447e-04 eta: 4:48:46 time: 0.278 data_time: 0.007 memory: 5036 grad_norm: 13.3391 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.5266 loss: 1.5266 2022/06/27 11:13:50 - mmengine - INFO - Epoch(train) [163][1740/3757] lr: 2.447e-04 eta: 4:48:41 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 11.9653 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9462 loss: 1.9462 2022/06/27 11:13:55 - mmengine - INFO - Epoch(train) [163][1760/3757] lr: 2.447e-04 eta: 4:48:36 time: 0.271 data_time: 0.024 memory: 5036 grad_norm: 12.3667 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7867 loss: 1.7867 2022/06/27 11:14:01 - mmengine - INFO - Epoch(train) [163][1780/3757] lr: 2.447e-04 eta: 4:48:31 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 16.3471 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6060 loss: 1.6060 2022/06/27 11:14:06 - mmengine - INFO - Epoch(train) [163][1800/3757] lr: 2.447e-04 eta: 4:48:25 time: 0.266 data_time: 0.007 memory: 5036 grad_norm: 10.9192 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7528 loss: 1.7528 2022/06/27 11:14:11 - mmengine - INFO - Epoch(train) [163][1820/3757] lr: 2.447e-04 eta: 4:48:20 time: 0.260 data_time: 0.009 memory: 5036 grad_norm: 10.0105 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.9035 loss: 1.9035 2022/06/27 11:14:16 - mmengine - INFO - Epoch(train) [163][1840/3757] lr: 2.447e-04 eta: 4:48:15 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 11.3363 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4321 loss: 1.4321 2022/06/27 11:14:22 - mmengine - INFO - Epoch(train) [163][1860/3757] lr: 2.447e-04 eta: 4:48:10 time: 0.259 data_time: 0.009 memory: 5036 grad_norm: 12.0487 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4130 loss: 1.4130 2022/06/27 11:14:27 - mmengine - INFO - Epoch(train) [163][1880/3757] lr: 2.447e-04 eta: 4:48:04 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 13.5364 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.5876 loss: 1.5876 2022/06/27 11:14:32 - mmengine - INFO - Epoch(train) [163][1900/3757] lr: 2.447e-04 eta: 4:47:59 time: 0.267 data_time: 0.007 memory: 5036 grad_norm: 12.2063 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5508 loss: 1.5508 2022/06/27 11:14:38 - mmengine - INFO - Epoch(train) [163][1920/3757] lr: 2.447e-04 eta: 4:47:54 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 12.2002 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.6178 loss: 1.6178 2022/06/27 11:14:43 - mmengine - INFO - Epoch(train) [163][1940/3757] lr: 2.447e-04 eta: 4:47:49 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 11.1199 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6698 loss: 1.6698 2022/06/27 11:14:48 - mmengine - INFO - Epoch(train) [163][1960/3757] lr: 2.447e-04 eta: 4:47:43 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 12.2540 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6376 loss: 1.6376 2022/06/27 11:14:54 - mmengine - INFO - Epoch(train) [163][1980/3757] lr: 2.447e-04 eta: 4:47:38 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 12.3079 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8287 loss: 1.8287 2022/06/27 11:14:59 - mmengine - INFO - Epoch(train) [163][2000/3757] lr: 2.447e-04 eta: 4:47:33 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 12.7730 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7635 loss: 1.7635 2022/06/27 11:15:04 - mmengine - INFO - Epoch(train) [163][2020/3757] lr: 2.447e-04 eta: 4:47:28 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 15.9633 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5007 loss: 1.5007 2022/06/27 11:15:10 - mmengine - INFO - Epoch(train) [163][2040/3757] lr: 2.447e-04 eta: 4:47:22 time: 0.274 data_time: 0.007 memory: 5036 grad_norm: 13.5897 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.3406 loss: 1.3406 2022/06/27 11:15:15 - mmengine - INFO - Epoch(train) [163][2060/3757] lr: 2.447e-04 eta: 4:47:17 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 13.4874 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3684 loss: 1.3684 2022/06/27 11:15:20 - mmengine - INFO - Epoch(train) [163][2080/3757] lr: 2.447e-04 eta: 4:47:12 time: 0.259 data_time: 0.008 memory: 5036 grad_norm: 13.3416 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 1.6208 loss: 1.6208 2022/06/27 11:15:26 - mmengine - INFO - Epoch(train) [163][2100/3757] lr: 2.447e-04 eta: 4:47:07 time: 0.265 data_time: 0.007 memory: 5036 grad_norm: 10.5662 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0551 loss: 2.0551 2022/06/27 11:15:31 - mmengine - INFO - Epoch(train) [163][2120/3757] lr: 2.447e-04 eta: 4:47:01 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 13.2898 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5142 loss: 1.5142 2022/06/27 11:15:36 - mmengine - INFO - Epoch(train) [163][2140/3757] lr: 2.447e-04 eta: 4:46:56 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 12.8982 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9323 loss: 1.9323 2022/06/27 11:15:41 - mmengine - INFO - Epoch(train) [163][2160/3757] lr: 2.447e-04 eta: 4:46:51 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 9.9285 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.4808 loss: 1.4808 2022/06/27 11:15:47 - mmengine - INFO - Epoch(train) [163][2180/3757] lr: 2.447e-04 eta: 4:46:46 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 14.6653 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4149 loss: 1.4149 2022/06/27 11:15:52 - mmengine - INFO - Epoch(train) [163][2200/3757] lr: 2.447e-04 eta: 4:46:40 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 12.2894 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.3195 loss: 1.3195 2022/06/27 11:15:57 - mmengine - INFO - Epoch(train) [163][2220/3757] lr: 2.447e-04 eta: 4:46:35 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 12.1993 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.5779 loss: 1.5779 2022/06/27 11:16:02 - mmengine - INFO - Epoch(train) [163][2240/3757] lr: 2.447e-04 eta: 4:46:30 time: 0.266 data_time: 0.007 memory: 5036 grad_norm: 12.7418 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 0.9503 loss: 0.9503 2022/06/27 11:16:08 - mmengine - INFO - Epoch(train) [163][2260/3757] lr: 2.447e-04 eta: 4:46:25 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 11.4286 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3167 loss: 1.3167 2022/06/27 11:16:13 - mmengine - INFO - Epoch(train) [163][2280/3757] lr: 2.447e-04 eta: 4:46:19 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 15.3135 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7688 loss: 1.7688 2022/06/27 11:16:19 - mmengine - INFO - Epoch(train) [163][2300/3757] lr: 2.447e-04 eta: 4:46:14 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 14.6390 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.6523 loss: 1.6523 2022/06/27 11:16:24 - mmengine - INFO - Epoch(train) [163][2320/3757] lr: 2.447e-04 eta: 4:46:09 time: 0.271 data_time: 0.006 memory: 5036 grad_norm: 11.8716 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5993 loss: 1.5993 2022/06/27 11:16:29 - mmengine - INFO - Epoch(train) [163][2340/3757] lr: 2.447e-04 eta: 4:46:03 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 13.9662 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.2041 loss: 1.2041 2022/06/27 11:16:34 - mmengine - INFO - Epoch(train) [163][2360/3757] lr: 2.447e-04 eta: 4:45:58 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 13.7983 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7734 loss: 1.7734 2022/06/27 11:16:36 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 11:16:40 - mmengine - INFO - Epoch(train) [163][2380/3757] lr: 2.447e-04 eta: 4:45:53 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 11.4703 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3383 loss: 1.3383 2022/06/27 11:16:45 - mmengine - INFO - Epoch(train) [163][2400/3757] lr: 2.447e-04 eta: 4:45:48 time: 0.257 data_time: 0.008 memory: 5036 grad_norm: 10.8010 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5897 loss: 1.5897 2022/06/27 11:16:50 - mmengine - INFO - Epoch(train) [163][2420/3757] lr: 2.447e-04 eta: 4:45:42 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 11.5805 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4937 loss: 1.4937 2022/06/27 11:16:55 - mmengine - INFO - Epoch(train) [163][2440/3757] lr: 2.447e-04 eta: 4:45:37 time: 0.268 data_time: 0.019 memory: 5036 grad_norm: 11.0177 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6790 loss: 1.6790 2022/06/27 11:17:01 - mmengine - INFO - Epoch(train) [163][2460/3757] lr: 2.447e-04 eta: 4:45:32 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 11.8630 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8857 loss: 1.8857 2022/06/27 11:17:06 - mmengine - INFO - Epoch(train) [163][2480/3757] lr: 2.447e-04 eta: 4:45:27 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 13.6628 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4322 loss: 1.4322 2022/06/27 11:17:11 - mmengine - INFO - Epoch(train) [163][2500/3757] lr: 2.447e-04 eta: 4:45:21 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 12.4988 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.6570 loss: 1.6570 2022/06/27 11:17:16 - mmengine - INFO - Epoch(train) [163][2520/3757] lr: 2.447e-04 eta: 4:45:16 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 12.3313 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6301 loss: 1.6301 2022/06/27 11:17:22 - mmengine - INFO - Epoch(train) [163][2540/3757] lr: 2.447e-04 eta: 4:45:11 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 11.4424 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3725 loss: 1.3725 2022/06/27 11:17:27 - mmengine - INFO - Epoch(train) [163][2560/3757] lr: 2.447e-04 eta: 4:45:06 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 10.8796 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.7800 loss: 1.7800 2022/06/27 11:17:32 - mmengine - INFO - Epoch(train) [163][2580/3757] lr: 2.447e-04 eta: 4:45:00 time: 0.271 data_time: 0.007 memory: 5036 grad_norm: 11.4668 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7626 loss: 1.7626 2022/06/27 11:17:37 - mmengine - INFO - Epoch(train) [163][2600/3757] lr: 2.447e-04 eta: 4:44:55 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 11.5906 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.2458 loss: 1.2458 2022/06/27 11:17:43 - mmengine - INFO - Epoch(train) [163][2620/3757] lr: 2.447e-04 eta: 4:44:50 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 13.0822 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 1.8030 loss: 1.8030 2022/06/27 11:17:48 - mmengine - INFO - Epoch(train) [163][2640/3757] lr: 2.447e-04 eta: 4:44:45 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 11.2344 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.5248 loss: 1.5248 2022/06/27 11:17:53 - mmengine - INFO - Epoch(train) [163][2660/3757] lr: 2.447e-04 eta: 4:44:39 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 11.7645 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3505 loss: 1.3505 2022/06/27 11:17:59 - mmengine - INFO - Epoch(train) [163][2680/3757] lr: 2.447e-04 eta: 4:44:34 time: 0.260 data_time: 0.010 memory: 5036 grad_norm: 11.2614 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6020 loss: 1.6020 2022/06/27 11:18:04 - mmengine - INFO - Epoch(train) [163][2700/3757] lr: 2.447e-04 eta: 4:44:29 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 11.3170 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6954 loss: 1.6954 2022/06/27 11:18:09 - mmengine - INFO - Epoch(train) [163][2720/3757] lr: 2.447e-04 eta: 4:44:24 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 11.9667 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.5524 loss: 1.5524 2022/06/27 11:18:14 - mmengine - INFO - Epoch(train) [163][2740/3757] lr: 2.447e-04 eta: 4:44:18 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 15.5021 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.0311 loss: 2.0311 2022/06/27 11:18:20 - mmengine - INFO - Epoch(train) [163][2760/3757] lr: 2.447e-04 eta: 4:44:13 time: 0.260 data_time: 0.010 memory: 5036 grad_norm: 12.5567 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.3150 loss: 1.3150 2022/06/27 11:18:25 - mmengine - INFO - Epoch(train) [163][2780/3757] lr: 2.447e-04 eta: 4:44:08 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 10.8612 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.9315 loss: 1.9315 2022/06/27 11:18:30 - mmengine - INFO - Epoch(train) [163][2800/3757] lr: 2.447e-04 eta: 4:44:03 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 11.7904 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5195 loss: 1.5195 2022/06/27 11:18:36 - mmengine - INFO - Epoch(train) [163][2820/3757] lr: 2.447e-04 eta: 4:43:57 time: 0.269 data_time: 0.019 memory: 5036 grad_norm: 12.2596 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.4510 loss: 1.4510 2022/06/27 11:18:41 - mmengine - INFO - Epoch(train) [163][2840/3757] lr: 2.447e-04 eta: 4:43:52 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 10.8956 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4780 loss: 1.4780 2022/06/27 11:18:47 - mmengine - INFO - Epoch(train) [163][2860/3757] lr: 2.447e-04 eta: 4:43:47 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 10.3998 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2823 loss: 1.2823 2022/06/27 11:18:52 - mmengine - INFO - Epoch(train) [163][2880/3757] lr: 2.447e-04 eta: 4:43:42 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 12.0567 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2874 loss: 1.2874 2022/06/27 11:18:57 - mmengine - INFO - Epoch(train) [163][2900/3757] lr: 2.447e-04 eta: 4:43:36 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 10.4111 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3884 loss: 1.3884 2022/06/27 11:19:03 - mmengine - INFO - Epoch(train) [163][2920/3757] lr: 2.447e-04 eta: 4:43:31 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 11.1450 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7857 loss: 1.7857 2022/06/27 11:19:08 - mmengine - INFO - Epoch(train) [163][2940/3757] lr: 2.447e-04 eta: 4:43:26 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 12.2362 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.0432 loss: 1.0432 2022/06/27 11:19:13 - mmengine - INFO - Epoch(train) [163][2960/3757] lr: 2.447e-04 eta: 4:43:20 time: 0.251 data_time: 0.007 memory: 5036 grad_norm: 12.9908 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3827 loss: 1.3827 2022/06/27 11:19:18 - mmengine - INFO - Epoch(train) [163][2980/3757] lr: 2.447e-04 eta: 4:43:15 time: 0.262 data_time: 0.009 memory: 5036 grad_norm: 10.9305 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8864 loss: 1.8864 2022/06/27 11:19:23 - mmengine - INFO - Epoch(train) [163][3000/3757] lr: 2.447e-04 eta: 4:43:10 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 12.3264 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.5467 loss: 1.5467 2022/06/27 11:19:29 - mmengine - INFO - Epoch(train) [163][3020/3757] lr: 2.447e-04 eta: 4:43:05 time: 0.258 data_time: 0.012 memory: 5036 grad_norm: 10.4759 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7832 loss: 1.7832 2022/06/27 11:19:34 - mmengine - INFO - Epoch(train) [163][3040/3757] lr: 2.447e-04 eta: 4:42:59 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 12.4994 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5957 loss: 1.5957 2022/06/27 11:19:39 - mmengine - INFO - Epoch(train) [163][3060/3757] lr: 2.447e-04 eta: 4:42:54 time: 0.255 data_time: 0.004 memory: 5036 grad_norm: 11.3477 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.7195 loss: 1.7195 2022/06/27 11:19:44 - mmengine - INFO - Epoch(train) [163][3080/3757] lr: 2.447e-04 eta: 4:42:49 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 13.5539 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5473 loss: 1.5473 2022/06/27 11:19:50 - mmengine - INFO - Epoch(train) [163][3100/3757] lr: 2.447e-04 eta: 4:42:44 time: 0.266 data_time: 0.007 memory: 5036 grad_norm: 10.9327 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.7857 loss: 1.7857 2022/06/27 11:19:55 - mmengine - INFO - Epoch(train) [163][3120/3757] lr: 2.447e-04 eta: 4:42:38 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 13.0340 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4223 loss: 1.4223 2022/06/27 11:20:00 - mmengine - INFO - Epoch(train) [163][3140/3757] lr: 2.447e-04 eta: 4:42:33 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 13.7188 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5236 loss: 1.5236 2022/06/27 11:20:06 - mmengine - INFO - Epoch(train) [163][3160/3757] lr: 2.447e-04 eta: 4:42:28 time: 0.310 data_time: 0.007 memory: 5036 grad_norm: 13.1295 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.3408 loss: 1.3408 2022/06/27 11:20:11 - mmengine - INFO - Epoch(train) [163][3180/3757] lr: 2.447e-04 eta: 4:42:23 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 12.5481 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7646 loss: 1.7646 2022/06/27 11:20:16 - mmengine - INFO - Epoch(train) [163][3200/3757] lr: 2.447e-04 eta: 4:42:17 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 13.7151 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.4634 loss: 1.4634 2022/06/27 11:20:22 - mmengine - INFO - Epoch(train) [163][3220/3757] lr: 2.447e-04 eta: 4:42:12 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 12.8672 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 1.6288 loss: 1.6288 2022/06/27 11:20:27 - mmengine - INFO - Epoch(train) [163][3240/3757] lr: 2.447e-04 eta: 4:42:07 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 13.0050 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4125 loss: 1.4125 2022/06/27 11:20:32 - mmengine - INFO - Epoch(train) [163][3260/3757] lr: 2.447e-04 eta: 4:42:02 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 10.6904 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.0332 loss: 1.0332 2022/06/27 11:20:37 - mmengine - INFO - Epoch(train) [163][3280/3757] lr: 2.447e-04 eta: 4:41:56 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 11.6675 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3450 loss: 1.3450 2022/06/27 11:20:43 - mmengine - INFO - Epoch(train) [163][3300/3757] lr: 2.447e-04 eta: 4:41:51 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 13.1477 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.6430 loss: 1.6430 2022/06/27 11:20:48 - mmengine - INFO - Epoch(train) [163][3320/3757] lr: 2.447e-04 eta: 4:41:46 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 12.6571 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9375 loss: 1.9375 2022/06/27 11:20:53 - mmengine - INFO - Epoch(train) [163][3340/3757] lr: 2.447e-04 eta: 4:41:41 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 12.4882 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.5380 loss: 1.5380 2022/06/27 11:20:59 - mmengine - INFO - Epoch(train) [163][3360/3757] lr: 2.447e-04 eta: 4:41:35 time: 0.258 data_time: 0.008 memory: 5036 grad_norm: 13.0241 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.5190 loss: 1.5190 2022/06/27 11:21:00 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 11:21:04 - mmengine - INFO - Epoch(train) [163][3380/3757] lr: 2.447e-04 eta: 4:41:30 time: 0.265 data_time: 0.007 memory: 5036 grad_norm: 12.2000 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.7093 loss: 1.7093 2022/06/27 11:21:09 - mmengine - INFO - Epoch(train) [163][3400/3757] lr: 2.447e-04 eta: 4:41:25 time: 0.255 data_time: 0.008 memory: 5036 grad_norm: 11.2118 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5721 loss: 1.5721 2022/06/27 11:21:15 - mmengine - INFO - Epoch(train) [163][3420/3757] lr: 2.447e-04 eta: 4:41:20 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 12.8248 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4550 loss: 1.4550 2022/06/27 11:21:20 - mmengine - INFO - Epoch(train) [163][3440/3757] lr: 2.447e-04 eta: 4:41:14 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 12.1610 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.6171 loss: 1.6171 2022/06/27 11:21:25 - mmengine - INFO - Epoch(train) [163][3460/3757] lr: 2.447e-04 eta: 4:41:09 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 11.7453 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.5482 loss: 1.5482 2022/06/27 11:21:31 - mmengine - INFO - Epoch(train) [163][3480/3757] lr: 2.447e-04 eta: 4:41:04 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 10.0844 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.8349 loss: 1.8349 2022/06/27 11:21:36 - mmengine - INFO - Epoch(train) [163][3500/3757] lr: 2.447e-04 eta: 4:40:59 time: 0.297 data_time: 0.039 memory: 5036 grad_norm: 12.8555 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5999 loss: 1.5999 2022/06/27 11:21:41 - mmengine - INFO - Epoch(train) [163][3520/3757] lr: 2.447e-04 eta: 4:40:53 time: 0.250 data_time: 0.007 memory: 5036 grad_norm: 12.7386 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7004 loss: 1.7004 2022/06/27 11:21:46 - mmengine - INFO - Epoch(train) [163][3540/3757] lr: 2.447e-04 eta: 4:40:48 time: 0.273 data_time: 0.006 memory: 5036 grad_norm: 13.3782 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7096 loss: 1.7096 2022/06/27 11:21:52 - mmengine - INFO - Epoch(train) [163][3560/3757] lr: 2.447e-04 eta: 4:40:43 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 12.1848 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9756 loss: 1.9756 2022/06/27 11:21:57 - mmengine - INFO - Epoch(train) [163][3580/3757] lr: 2.447e-04 eta: 4:40:37 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 11.2866 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.6819 loss: 1.6819 2022/06/27 11:22:02 - mmengine - INFO - Epoch(train) [163][3600/3757] lr: 2.447e-04 eta: 4:40:32 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 12.6952 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.5558 loss: 1.5558 2022/06/27 11:22:07 - mmengine - INFO - Epoch(train) [163][3620/3757] lr: 2.447e-04 eta: 4:40:27 time: 0.265 data_time: 0.007 memory: 5036 grad_norm: 13.9593 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5975 loss: 1.5975 2022/06/27 11:22:13 - mmengine - INFO - Epoch(train) [163][3640/3757] lr: 2.447e-04 eta: 4:40:22 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 14.3298 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6834 loss: 1.6834 2022/06/27 11:22:18 - mmengine - INFO - Epoch(train) [163][3660/3757] lr: 2.447e-04 eta: 4:40:16 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 13.4600 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7602 loss: 1.7602 2022/06/27 11:22:23 - mmengine - INFO - Epoch(train) [163][3680/3757] lr: 2.447e-04 eta: 4:40:11 time: 0.257 data_time: 0.010 memory: 5036 grad_norm: 13.2389 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7592 loss: 1.7592 2022/06/27 11:22:28 - mmengine - INFO - Epoch(train) [163][3700/3757] lr: 2.447e-04 eta: 4:40:06 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 11.0898 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3444 loss: 1.3444 2022/06/27 11:22:34 - mmengine - INFO - Epoch(train) [163][3720/3757] lr: 2.447e-04 eta: 4:40:01 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 11.6434 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.7397 loss: 1.7397 2022/06/27 11:22:39 - mmengine - INFO - Epoch(train) [163][3740/3757] lr: 2.447e-04 eta: 4:39:55 time: 0.244 data_time: 0.006 memory: 5036 grad_norm: 13.3602 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.0813 loss: 2.0813 2022/06/27 11:22:43 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 11:22:43 - mmengine - INFO - Saving checkpoint at 163 epochs 2022/06/27 11:22:56 - mmengine - INFO - Epoch(val) [163][20/310] eta: 0:01:44 time: 0.112 data_time: 0.011 memory: 5036 2022/06/27 11:23:00 - mmengine - INFO - Epoch(val) [163][40/310] eta: 0:01:35 time: 0.112 data_time: 0.005 memory: 1723 2022/06/27 11:23:05 - mmengine - INFO - Epoch(val) [163][60/310] eta: 0:00:26 time: 0.109 data_time: 0.006 memory: 1723 2022/06/27 11:23:09 - mmengine - INFO - Epoch(val) [163][80/310] eta: 0:00:24 time: 0.103 data_time: 0.002 memory: 1723 2022/06/27 11:23:17 - mmengine - INFO - Epoch(val) [163][100/310] eta: 0:01:16 time: 0.108 data_time: 0.002 memory: 1723 2022/06/27 11:23:21 - mmengine - INFO - Epoch(val) [163][120/310] eta: 0:00:59 time: 0.109 data_time: 0.007 memory: 1723 2022/06/27 11:23:26 - mmengine - INFO - Epoch(val) [163][140/310] eta: 0:00:20 time: 0.228 data_time: 0.127 memory: 1723 2022/06/27 11:23:31 - mmengine - INFO - Epoch(val) [163][160/310] eta: 0:00:20 time: 0.103 data_time: 0.002 memory: 1723 2022/06/27 11:23:37 - mmengine - INFO - Epoch(val) [163][180/310] eta: 0:00:40 time: 0.109 data_time: 0.002 memory: 1723 2022/06/27 11:23:42 - mmengine - INFO - Epoch(val) [163][200/310] eta: 0:00:24 time: 0.109 data_time: 0.002 memory: 1723 2022/06/27 11:23:48 - mmengine - INFO - Epoch(val) [163][220/310] eta: 0:00:22 time: 0.957 data_time: 0.854 memory: 1723 2022/06/27 11:23:52 - mmengine - INFO - Epoch(val) [163][240/310] eta: 0:00:09 time: 0.103 data_time: 0.001 memory: 1723 2022/06/27 11:23:59 - mmengine - INFO - Epoch(val) [163][260/310] eta: 0:00:18 time: 0.103 data_time: 0.002 memory: 1723 2022/06/27 11:24:03 - mmengine - INFO - Epoch(val) [163][280/310] eta: 0:00:08 time: 0.117 data_time: 0.002 memory: 1723 2022/06/27 11:24:05 - mmengine - INFO - Epoch(val) [163][300/310] eta: 0:00:01 time: 0.102 data_time: 0.001 memory: 1723 2022/06/27 11:24:07 - mmengine - INFO - Epoch(val) [163][310/310] acc/top1: 0.6113 acc/top5: 0.8269 acc/mean1: 0.6112 2022/06/27 11:24:17 - mmengine - INFO - Epoch(train) [164][20/3757] lr: 2.185e-04 eta: 4:39:46 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 12.8748 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.5253 loss: 1.5253 2022/06/27 11:24:22 - mmengine - INFO - Epoch(train) [164][40/3757] lr: 2.185e-04 eta: 4:39:41 time: 0.255 data_time: 0.004 memory: 5036 grad_norm: 12.9707 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.1956 loss: 1.1956 2022/06/27 11:24:28 - mmengine - INFO - Epoch(train) [164][60/3757] lr: 2.185e-04 eta: 4:39:35 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 14.5012 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.5210 loss: 1.5210 2022/06/27 11:24:33 - mmengine - INFO - Epoch(train) [164][80/3757] lr: 2.185e-04 eta: 4:39:30 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 8.6772 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9842 loss: 1.9842 2022/06/27 11:24:39 - mmengine - INFO - Epoch(train) [164][100/3757] lr: 2.185e-04 eta: 4:39:25 time: 0.282 data_time: 0.003 memory: 5036 grad_norm: 10.5984 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7686 loss: 1.7686 2022/06/27 11:24:44 - mmengine - INFO - Epoch(train) [164][120/3757] lr: 2.185e-04 eta: 4:39:20 time: 0.254 data_time: 0.004 memory: 5036 grad_norm: 12.3383 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3154 loss: 1.3154 2022/06/27 11:24:50 - mmengine - INFO - Epoch(train) [164][140/3757] lr: 2.185e-04 eta: 4:39:14 time: 0.257 data_time: 0.004 memory: 5036 grad_norm: 14.8109 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.4414 loss: 1.4414 2022/06/27 11:24:55 - mmengine - INFO - Epoch(train) [164][160/3757] lr: 2.185e-04 eta: 4:39:09 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 12.3372 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3997 loss: 1.3997 2022/06/27 11:25:00 - mmengine - INFO - Epoch(train) [164][180/3757] lr: 2.185e-04 eta: 4:39:04 time: 0.282 data_time: 0.005 memory: 5036 grad_norm: 12.9318 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8210 loss: 1.8210 2022/06/27 11:25:06 - mmengine - INFO - Epoch(train) [164][200/3757] lr: 2.185e-04 eta: 4:38:59 time: 0.253 data_time: 0.004 memory: 5036 grad_norm: 11.4462 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7874 loss: 1.7874 2022/06/27 11:25:11 - mmengine - INFO - Epoch(train) [164][220/3757] lr: 2.185e-04 eta: 4:38:53 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 11.7533 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7259 loss: 1.7259 2022/06/27 11:25:16 - mmengine - INFO - Epoch(train) [164][240/3757] lr: 2.185e-04 eta: 4:38:48 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 12.7923 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.3262 loss: 1.3262 2022/06/27 11:25:22 - mmengine - INFO - Epoch(train) [164][260/3757] lr: 2.185e-04 eta: 4:38:43 time: 0.262 data_time: 0.004 memory: 5036 grad_norm: 12.0437 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8738 loss: 1.8738 2022/06/27 11:25:27 - mmengine - INFO - Epoch(train) [164][280/3757] lr: 2.185e-04 eta: 4:38:38 time: 0.267 data_time: 0.003 memory: 5036 grad_norm: 11.4834 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.2232 loss: 1.2232 2022/06/27 11:25:32 - mmengine - INFO - Epoch(train) [164][300/3757] lr: 2.185e-04 eta: 4:38:32 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 12.2621 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5797 loss: 1.5797 2022/06/27 11:25:38 - mmengine - INFO - Epoch(train) [164][320/3757] lr: 2.185e-04 eta: 4:38:27 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 11.5486 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3926 loss: 1.3926 2022/06/27 11:25:43 - mmengine - INFO - Epoch(train) [164][340/3757] lr: 2.185e-04 eta: 4:38:22 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 13.4539 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5283 loss: 1.5283 2022/06/27 11:25:49 - mmengine - INFO - Epoch(train) [164][360/3757] lr: 2.185e-04 eta: 4:38:17 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 9.8665 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.2134 loss: 1.2134 2022/06/27 11:25:54 - mmengine - INFO - Epoch(train) [164][380/3757] lr: 2.185e-04 eta: 4:38:11 time: 0.259 data_time: 0.010 memory: 5036 grad_norm: 11.5567 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4628 loss: 1.4628 2022/06/27 11:25:59 - mmengine - INFO - Epoch(train) [164][400/3757] lr: 2.185e-04 eta: 4:38:06 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 15.3896 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7619 loss: 1.7619 2022/06/27 11:26:05 - mmengine - INFO - Epoch(train) [164][420/3757] lr: 2.185e-04 eta: 4:38:01 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 11.1419 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.7863 loss: 1.7863 2022/06/27 11:26:10 - mmengine - INFO - Epoch(train) [164][440/3757] lr: 2.185e-04 eta: 4:37:56 time: 0.261 data_time: 0.008 memory: 5036 grad_norm: 10.4768 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5884 loss: 1.5884 2022/06/27 11:26:15 - mmengine - INFO - Epoch(train) [164][460/3757] lr: 2.185e-04 eta: 4:37:50 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 13.6889 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7206 loss: 1.7206 2022/06/27 11:26:21 - mmengine - INFO - Epoch(train) [164][480/3757] lr: 2.185e-04 eta: 4:37:45 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 15.0113 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7162 loss: 1.7162 2022/06/27 11:26:27 - mmengine - INFO - Epoch(train) [164][500/3757] lr: 2.185e-04 eta: 4:37:40 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 9.1449 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4608 loss: 1.4608 2022/06/27 11:26:32 - mmengine - INFO - Epoch(train) [164][520/3757] lr: 2.185e-04 eta: 4:37:35 time: 0.260 data_time: 0.009 memory: 5036 grad_norm: 12.7929 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3192 loss: 1.3192 2022/06/27 11:26:38 - mmengine - INFO - Epoch(train) [164][540/3757] lr: 2.185e-04 eta: 4:37:29 time: 0.256 data_time: 0.008 memory: 5036 grad_norm: 12.5273 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5662 loss: 1.5662 2022/06/27 11:26:43 - mmengine - INFO - Epoch(train) [164][560/3757] lr: 2.185e-04 eta: 4:37:24 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 11.8849 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5353 loss: 1.5353 2022/06/27 11:26:48 - mmengine - INFO - Epoch(train) [164][580/3757] lr: 2.185e-04 eta: 4:37:19 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 12.9962 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5020 loss: 1.5020 2022/06/27 11:26:54 - mmengine - INFO - Epoch(train) [164][600/3757] lr: 2.185e-04 eta: 4:37:14 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 13.3322 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.5353 loss: 1.5353 2022/06/27 11:26:56 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 11:26:59 - mmengine - INFO - Epoch(train) [164][620/3757] lr: 2.185e-04 eta: 4:37:08 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 11.8542 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.6983 loss: 1.6983 2022/06/27 11:27:04 - mmengine - INFO - Epoch(train) [164][640/3757] lr: 2.185e-04 eta: 4:37:03 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 12.0044 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6371 loss: 1.6371 2022/06/27 11:27:10 - mmengine - INFO - Epoch(train) [164][660/3757] lr: 2.185e-04 eta: 4:36:58 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 13.1024 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6491 loss: 1.6491 2022/06/27 11:27:15 - mmengine - INFO - Epoch(train) [164][680/3757] lr: 2.185e-04 eta: 4:36:53 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 12.4965 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.1144 loss: 1.1144 2022/06/27 11:27:21 - mmengine - INFO - Epoch(train) [164][700/3757] lr: 2.185e-04 eta: 4:36:48 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 10.1359 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3805 loss: 1.3805 2022/06/27 11:27:26 - mmengine - INFO - Epoch(train) [164][720/3757] lr: 2.185e-04 eta: 4:36:42 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 10.4913 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.1038 loss: 1.1038 2022/06/27 11:27:31 - mmengine - INFO - Epoch(train) [164][740/3757] lr: 2.185e-04 eta: 4:36:37 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 11.4145 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4643 loss: 1.4643 2022/06/27 11:27:37 - mmengine - INFO - Epoch(train) [164][760/3757] lr: 2.185e-04 eta: 4:36:32 time: 0.263 data_time: 0.012 memory: 5036 grad_norm: 10.4715 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5014 loss: 1.5014 2022/06/27 11:27:42 - mmengine - INFO - Epoch(train) [164][780/3757] lr: 2.185e-04 eta: 4:36:26 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 13.0036 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3406 loss: 1.3406 2022/06/27 11:27:47 - mmengine - INFO - Epoch(train) [164][800/3757] lr: 2.185e-04 eta: 4:36:21 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 13.1848 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4724 loss: 1.4724 2022/06/27 11:27:53 - mmengine - INFO - Epoch(train) [164][820/3757] lr: 2.185e-04 eta: 4:36:16 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 13.6480 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.4943 loss: 1.4943 2022/06/27 11:27:58 - mmengine - INFO - Epoch(train) [164][840/3757] lr: 2.185e-04 eta: 4:36:11 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 15.2817 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.1720 loss: 1.1720 2022/06/27 11:28:03 - mmengine - INFO - Epoch(train) [164][860/3757] lr: 2.185e-04 eta: 4:36:05 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 12.8374 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0291 loss: 2.0291 2022/06/27 11:28:08 - mmengine - INFO - Epoch(train) [164][880/3757] lr: 2.185e-04 eta: 4:36:00 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 11.4593 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4517 loss: 1.4517 2022/06/27 11:28:14 - mmengine - INFO - Epoch(train) [164][900/3757] lr: 2.185e-04 eta: 4:35:55 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 14.0675 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.6475 loss: 1.6475 2022/06/27 11:28:19 - mmengine - INFO - Epoch(train) [164][920/3757] lr: 2.185e-04 eta: 4:35:50 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 13.2095 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6762 loss: 1.6762 2022/06/27 11:28:24 - mmengine - INFO - Epoch(train) [164][940/3757] lr: 2.185e-04 eta: 4:35:44 time: 0.263 data_time: 0.010 memory: 5036 grad_norm: 13.1144 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6050 loss: 1.6050 2022/06/27 11:28:29 - mmengine - INFO - Epoch(train) [164][960/3757] lr: 2.185e-04 eta: 4:35:39 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 12.2526 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.8802 loss: 1.8802 2022/06/27 11:28:35 - mmengine - INFO - Epoch(train) [164][980/3757] lr: 2.185e-04 eta: 4:35:34 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 11.0019 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6074 loss: 1.6074 2022/06/27 11:28:40 - mmengine - INFO - Epoch(train) [164][1000/3757] lr: 2.185e-04 eta: 4:35:29 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 13.9244 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4178 loss: 1.4178 2022/06/27 11:28:45 - mmengine - INFO - Epoch(train) [164][1020/3757] lr: 2.185e-04 eta: 4:35:23 time: 0.269 data_time: 0.007 memory: 5036 grad_norm: 11.6771 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3307 loss: 1.3307 2022/06/27 11:28:50 - mmengine - INFO - Epoch(train) [164][1040/3757] lr: 2.185e-04 eta: 4:35:18 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 12.9787 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3394 loss: 1.3394 2022/06/27 11:28:56 - mmengine - INFO - Epoch(train) [164][1060/3757] lr: 2.185e-04 eta: 4:35:13 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 10.8029 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.6000 loss: 1.6000 2022/06/27 11:29:01 - mmengine - INFO - Epoch(train) [164][1080/3757] lr: 2.185e-04 eta: 4:35:08 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 12.3048 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5589 loss: 1.5589 2022/06/27 11:29:06 - mmengine - INFO - Epoch(train) [164][1100/3757] lr: 2.185e-04 eta: 4:35:02 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 12.8935 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.6004 loss: 1.6004 2022/06/27 11:29:12 - mmengine - INFO - Epoch(train) [164][1120/3757] lr: 2.185e-04 eta: 4:34:57 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 12.0453 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4432 loss: 1.4432 2022/06/27 11:29:17 - mmengine - INFO - Epoch(train) [164][1140/3757] lr: 2.185e-04 eta: 4:34:52 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 14.0722 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5660 loss: 1.5660 2022/06/27 11:29:22 - mmengine - INFO - Epoch(train) [164][1160/3757] lr: 2.185e-04 eta: 4:34:47 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 12.9660 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.5384 loss: 1.5384 2022/06/27 11:29:28 - mmengine - INFO - Epoch(train) [164][1180/3757] lr: 2.185e-04 eta: 4:34:41 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 15.1024 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.9673 loss: 1.9673 2022/06/27 11:29:33 - mmengine - INFO - Epoch(train) [164][1200/3757] lr: 2.185e-04 eta: 4:34:36 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 13.6521 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.3857 loss: 1.3857 2022/06/27 11:29:39 - mmengine - INFO - Epoch(train) [164][1220/3757] lr: 2.185e-04 eta: 4:34:31 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 12.5745 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3506 loss: 1.3506 2022/06/27 11:29:44 - mmengine - INFO - Epoch(train) [164][1240/3757] lr: 2.185e-04 eta: 4:34:26 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 12.9231 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.0223 loss: 2.0223 2022/06/27 11:29:49 - mmengine - INFO - Epoch(train) [164][1260/3757] lr: 2.185e-04 eta: 4:34:20 time: 0.257 data_time: 0.008 memory: 5036 grad_norm: 11.3411 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4568 loss: 1.4568 2022/06/27 11:29:54 - mmengine - INFO - Epoch(train) [164][1280/3757] lr: 2.185e-04 eta: 4:34:15 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 14.9353 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.6587 loss: 1.6587 2022/06/27 11:30:00 - mmengine - INFO - Epoch(train) [164][1300/3757] lr: 2.185e-04 eta: 4:34:10 time: 0.257 data_time: 0.010 memory: 5036 grad_norm: 9.3249 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6964 loss: 1.6964 2022/06/27 11:30:05 - mmengine - INFO - Epoch(train) [164][1320/3757] lr: 2.185e-04 eta: 4:34:05 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 12.6605 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5589 loss: 1.5589 2022/06/27 11:30:10 - mmengine - INFO - Epoch(train) [164][1340/3757] lr: 2.185e-04 eta: 4:33:59 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 15.2216 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.0808 loss: 2.0808 2022/06/27 11:30:15 - mmengine - INFO - Epoch(train) [164][1360/3757] lr: 2.185e-04 eta: 4:33:54 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 11.1324 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5358 loss: 1.5358 2022/06/27 11:30:21 - mmengine - INFO - Epoch(train) [164][1380/3757] lr: 2.185e-04 eta: 4:33:49 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 11.6892 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.7146 loss: 1.7146 2022/06/27 11:30:26 - mmengine - INFO - Epoch(train) [164][1400/3757] lr: 2.185e-04 eta: 4:33:43 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 11.4433 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4533 loss: 1.4533 2022/06/27 11:30:31 - mmengine - INFO - Epoch(train) [164][1420/3757] lr: 2.185e-04 eta: 4:33:38 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 11.1445 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.6279 loss: 1.6279 2022/06/27 11:30:37 - mmengine - INFO - Epoch(train) [164][1440/3757] lr: 2.185e-04 eta: 4:33:33 time: 0.415 data_time: 0.163 memory: 5036 grad_norm: 10.3968 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7499 loss: 1.7499 2022/06/27 11:30:42 - mmengine - INFO - Epoch(train) [164][1460/3757] lr: 2.185e-04 eta: 4:33:28 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 11.8025 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7053 loss: 1.7053 2022/06/27 11:30:47 - mmengine - INFO - Epoch(train) [164][1480/3757] lr: 2.185e-04 eta: 4:33:22 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 12.7456 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6895 loss: 1.6895 2022/06/27 11:30:53 - mmengine - INFO - Epoch(train) [164][1500/3757] lr: 2.185e-04 eta: 4:33:17 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 14.7781 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.8030 loss: 1.8030 2022/06/27 11:30:58 - mmengine - INFO - Epoch(train) [164][1520/3757] lr: 2.185e-04 eta: 4:33:12 time: 0.254 data_time: 0.010 memory: 5036 grad_norm: 11.1471 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8284 loss: 1.8284 2022/06/27 11:31:03 - mmengine - INFO - Epoch(train) [164][1540/3757] lr: 2.185e-04 eta: 4:33:07 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 13.4926 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.6511 loss: 1.6511 2022/06/27 11:31:09 - mmengine - INFO - Epoch(train) [164][1560/3757] lr: 2.185e-04 eta: 4:33:01 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 11.0238 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7556 loss: 1.7556 2022/06/27 11:31:14 - mmengine - INFO - Epoch(train) [164][1580/3757] lr: 2.185e-04 eta: 4:32:56 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 10.6491 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6021 loss: 1.6021 2022/06/27 11:31:19 - mmengine - INFO - Epoch(train) [164][1600/3757] lr: 2.185e-04 eta: 4:32:51 time: 0.251 data_time: 0.008 memory: 5036 grad_norm: 11.5285 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.0269 loss: 1.0269 2022/06/27 11:31:22 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 11:31:24 - mmengine - INFO - Epoch(train) [164][1620/3757] lr: 2.185e-04 eta: 4:32:46 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 11.8849 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6177 loss: 1.6177 2022/06/27 11:31:30 - mmengine - INFO - Epoch(train) [164][1640/3757] lr: 2.185e-04 eta: 4:32:40 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 12.7929 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9115 loss: 1.9115 2022/06/27 11:31:35 - mmengine - INFO - Epoch(train) [164][1660/3757] lr: 2.185e-04 eta: 4:32:35 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 9.7731 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5613 loss: 1.5613 2022/06/27 11:31:40 - mmengine - INFO - Epoch(train) [164][1680/3757] lr: 2.185e-04 eta: 4:32:30 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 13.0933 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4271 loss: 1.4271 2022/06/27 11:31:46 - mmengine - INFO - Epoch(train) [164][1700/3757] lr: 2.185e-04 eta: 4:32:25 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 12.3130 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3683 loss: 1.3683 2022/06/27 11:31:51 - mmengine - INFO - Epoch(train) [164][1720/3757] lr: 2.185e-04 eta: 4:32:19 time: 0.259 data_time: 0.014 memory: 5036 grad_norm: 12.9978 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.4823 loss: 1.4823 2022/06/27 11:31:56 - mmengine - INFO - Epoch(train) [164][1740/3757] lr: 2.185e-04 eta: 4:32:14 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 11.3986 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2713 loss: 1.2713 2022/06/27 11:32:02 - mmengine - INFO - Epoch(train) [164][1760/3757] lr: 2.185e-04 eta: 4:32:09 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 11.9615 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.4532 loss: 1.4532 2022/06/27 11:32:07 - mmengine - INFO - Epoch(train) [164][1780/3757] lr: 2.185e-04 eta: 4:32:04 time: 0.366 data_time: 0.009 memory: 5036 grad_norm: 11.9252 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.7120 loss: 1.7120 2022/06/27 11:32:13 - mmengine - INFO - Epoch(train) [164][1800/3757] lr: 2.185e-04 eta: 4:31:58 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 12.9380 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6984 loss: 1.6984 2022/06/27 11:32:18 - mmengine - INFO - Epoch(train) [164][1820/3757] lr: 2.185e-04 eta: 4:31:53 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 9.9397 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7294 loss: 1.7294 2022/06/27 11:32:23 - mmengine - INFO - Epoch(train) [164][1840/3757] lr: 2.185e-04 eta: 4:31:48 time: 0.265 data_time: 0.011 memory: 5036 grad_norm: 9.4114 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4193 loss: 1.4193 2022/06/27 11:32:29 - mmengine - INFO - Epoch(train) [164][1860/3757] lr: 2.185e-04 eta: 4:31:43 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 10.6769 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5267 loss: 1.5267 2022/06/27 11:32:34 - mmengine - INFO - Epoch(train) [164][1880/3757] lr: 2.185e-04 eta: 4:31:37 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 10.1735 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3625 loss: 1.3625 2022/06/27 11:32:39 - mmengine - INFO - Epoch(train) [164][1900/3757] lr: 2.185e-04 eta: 4:31:32 time: 0.275 data_time: 0.007 memory: 5036 grad_norm: 13.7985 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.2777 loss: 1.2777 2022/06/27 11:32:44 - mmengine - INFO - Epoch(train) [164][1920/3757] lr: 2.185e-04 eta: 4:31:27 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 13.8744 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4873 loss: 1.4873 2022/06/27 11:32:49 - mmengine - INFO - Epoch(train) [164][1940/3757] lr: 2.185e-04 eta: 4:31:22 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 13.6271 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.7554 loss: 1.7554 2022/06/27 11:32:55 - mmengine - INFO - Epoch(train) [164][1960/3757] lr: 2.185e-04 eta: 4:31:16 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 12.1739 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 2.0563 loss: 2.0563 2022/06/27 11:33:00 - mmengine - INFO - Epoch(train) [164][1980/3757] lr: 2.185e-04 eta: 4:31:11 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 12.2556 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.5803 loss: 1.5803 2022/06/27 11:33:05 - mmengine - INFO - Epoch(train) [164][2000/3757] lr: 2.185e-04 eta: 4:31:06 time: 0.257 data_time: 0.004 memory: 5036 grad_norm: 13.0043 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.3975 loss: 1.3975 2022/06/27 11:33:11 - mmengine - INFO - Epoch(train) [164][2020/3757] lr: 2.185e-04 eta: 4:31:01 time: 0.269 data_time: 0.006 memory: 5036 grad_norm: 10.7771 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5953 loss: 1.5953 2022/06/27 11:33:16 - mmengine - INFO - Epoch(train) [164][2040/3757] lr: 2.185e-04 eta: 4:30:55 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 11.8885 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.4951 loss: 1.4951 2022/06/27 11:33:21 - mmengine - INFO - Epoch(train) [164][2060/3757] lr: 2.185e-04 eta: 4:30:50 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 14.6177 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.6687 loss: 1.6687 2022/06/27 11:33:26 - mmengine - INFO - Epoch(train) [164][2080/3757] lr: 2.185e-04 eta: 4:30:45 time: 0.263 data_time: 0.007 memory: 5036 grad_norm: 11.9717 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6856 loss: 1.6856 2022/06/27 11:33:32 - mmengine - INFO - Epoch(train) [164][2100/3757] lr: 2.185e-04 eta: 4:30:40 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 10.6424 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8676 loss: 1.8676 2022/06/27 11:33:37 - mmengine - INFO - Epoch(train) [164][2120/3757] lr: 2.185e-04 eta: 4:30:34 time: 0.459 data_time: 0.155 memory: 5036 grad_norm: 13.5654 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.4129 loss: 1.4129 2022/06/27 11:33:42 - mmengine - INFO - Epoch(train) [164][2140/3757] lr: 2.185e-04 eta: 4:30:29 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 11.7588 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.4747 loss: 1.4747 2022/06/27 11:33:48 - mmengine - INFO - Epoch(train) [164][2160/3757] lr: 2.185e-04 eta: 4:30:24 time: 0.264 data_time: 0.007 memory: 5036 grad_norm: 12.0633 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4126 loss: 1.4126 2022/06/27 11:33:53 - mmengine - INFO - Epoch(train) [164][2180/3757] lr: 2.185e-04 eta: 4:30:18 time: 0.256 data_time: 0.008 memory: 5036 grad_norm: 12.3154 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.5142 loss: 1.5142 2022/06/27 11:33:58 - mmengine - INFO - Epoch(train) [164][2200/3757] lr: 2.185e-04 eta: 4:30:13 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 14.1862 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.5128 loss: 1.5128 2022/06/27 11:34:03 - mmengine - INFO - Epoch(train) [164][2220/3757] lr: 2.185e-04 eta: 4:30:08 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 10.7409 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6857 loss: 1.6857 2022/06/27 11:34:09 - mmengine - INFO - Epoch(train) [164][2240/3757] lr: 2.185e-04 eta: 4:30:03 time: 0.260 data_time: 0.009 memory: 5036 grad_norm: 14.5084 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.2723 loss: 1.2723 2022/06/27 11:34:14 - mmengine - INFO - Epoch(train) [164][2260/3757] lr: 2.185e-04 eta: 4:29:57 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 12.9848 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.6522 loss: 1.6522 2022/06/27 11:34:19 - mmengine - INFO - Epoch(train) [164][2280/3757] lr: 2.185e-04 eta: 4:29:52 time: 0.256 data_time: 0.004 memory: 5036 grad_norm: 13.1409 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.4467 loss: 1.4467 2022/06/27 11:34:24 - mmengine - INFO - Epoch(train) [164][2300/3757] lr: 2.185e-04 eta: 4:29:47 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 11.9926 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.7796 loss: 1.7796 2022/06/27 11:34:30 - mmengine - INFO - Epoch(train) [164][2320/3757] lr: 2.185e-04 eta: 4:29:42 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 13.4853 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2535 loss: 1.2535 2022/06/27 11:34:35 - mmengine - INFO - Epoch(train) [164][2340/3757] lr: 2.185e-04 eta: 4:29:36 time: 0.258 data_time: 0.013 memory: 5036 grad_norm: 11.2293 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7221 loss: 1.7221 2022/06/27 11:34:41 - mmengine - INFO - Epoch(train) [164][2360/3757] lr: 2.185e-04 eta: 4:29:31 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 12.1230 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6240 loss: 1.6240 2022/06/27 11:34:46 - mmengine - INFO - Epoch(train) [164][2380/3757] lr: 2.185e-04 eta: 4:29:26 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 13.0295 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5885 loss: 1.5885 2022/06/27 11:34:51 - mmengine - INFO - Epoch(train) [164][2400/3757] lr: 2.185e-04 eta: 4:29:21 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 13.4231 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1163 loss: 2.1163 2022/06/27 11:34:56 - mmengine - INFO - Epoch(train) [164][2420/3757] lr: 2.185e-04 eta: 4:29:15 time: 0.251 data_time: 0.007 memory: 5036 grad_norm: 11.6911 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3901 loss: 1.3901 2022/06/27 11:35:02 - mmengine - INFO - Epoch(train) [164][2440/3757] lr: 2.185e-04 eta: 4:29:10 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 13.7412 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.1699 loss: 1.1699 2022/06/27 11:35:07 - mmengine - INFO - Epoch(train) [164][2460/3757] lr: 2.185e-04 eta: 4:29:05 time: 0.304 data_time: 0.003 memory: 5036 grad_norm: 12.7546 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6052 loss: 1.6052 2022/06/27 11:35:13 - mmengine - INFO - Epoch(train) [164][2480/3757] lr: 2.185e-04 eta: 4:29:00 time: 0.258 data_time: 0.010 memory: 5036 grad_norm: 13.5352 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1027 loss: 2.1027 2022/06/27 11:35:18 - mmengine - INFO - Epoch(train) [164][2500/3757] lr: 2.185e-04 eta: 4:28:54 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 11.7230 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4534 loss: 1.4534 2022/06/27 11:35:23 - mmengine - INFO - Epoch(train) [164][2520/3757] lr: 2.185e-04 eta: 4:28:49 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 11.3156 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.6326 loss: 1.6326 2022/06/27 11:35:28 - mmengine - INFO - Epoch(train) [164][2540/3757] lr: 2.185e-04 eta: 4:28:44 time: 0.267 data_time: 0.006 memory: 5036 grad_norm: 16.1782 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4930 loss: 1.4930 2022/06/27 11:35:34 - mmengine - INFO - Epoch(train) [164][2560/3757] lr: 2.185e-04 eta: 4:28:39 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 14.3186 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6983 loss: 1.6983 2022/06/27 11:35:39 - mmengine - INFO - Epoch(train) [164][2580/3757] lr: 2.185e-04 eta: 4:28:33 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 11.6101 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4922 loss: 1.4922 2022/06/27 11:35:44 - mmengine - INFO - Epoch(train) [164][2600/3757] lr: 2.185e-04 eta: 4:28:28 time: 0.259 data_time: 0.009 memory: 5036 grad_norm: 12.9056 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.6900 loss: 1.6900 2022/06/27 11:35:47 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 11:35:49 - mmengine - INFO - Epoch(train) [164][2620/3757] lr: 2.185e-04 eta: 4:28:23 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 15.2850 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9031 loss: 1.9031 2022/06/27 11:35:55 - mmengine - INFO - Epoch(train) [164][2640/3757] lr: 2.185e-04 eta: 4:28:18 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 9.8121 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5910 loss: 1.5910 2022/06/27 11:36:00 - mmengine - INFO - Epoch(train) [164][2660/3757] lr: 2.185e-04 eta: 4:28:12 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 14.2405 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.7077 loss: 1.7077 2022/06/27 11:36:05 - mmengine - INFO - Epoch(train) [164][2680/3757] lr: 2.185e-04 eta: 4:28:07 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 11.7008 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.5124 loss: 1.5124 2022/06/27 11:36:11 - mmengine - INFO - Epoch(train) [164][2700/3757] lr: 2.185e-04 eta: 4:28:02 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 13.9512 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.4909 loss: 1.4909 2022/06/27 11:36:16 - mmengine - INFO - Epoch(train) [164][2720/3757] lr: 2.185e-04 eta: 4:27:57 time: 0.264 data_time: 0.007 memory: 5036 grad_norm: 10.3721 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4947 loss: 1.4947 2022/06/27 11:36:21 - mmengine - INFO - Epoch(train) [164][2740/3757] lr: 2.185e-04 eta: 4:27:51 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 13.1558 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7287 loss: 1.7287 2022/06/27 11:36:26 - mmengine - INFO - Epoch(train) [164][2760/3757] lr: 2.185e-04 eta: 4:27:46 time: 0.265 data_time: 0.007 memory: 5036 grad_norm: 12.0424 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6690 loss: 1.6690 2022/06/27 11:36:32 - mmengine - INFO - Epoch(train) [164][2780/3757] lr: 2.185e-04 eta: 4:27:41 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 10.3758 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.6652 loss: 1.6652 2022/06/27 11:36:37 - mmengine - INFO - Epoch(train) [164][2800/3757] lr: 2.185e-04 eta: 4:27:36 time: 0.283 data_time: 0.010 memory: 5036 grad_norm: 13.8231 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9501 loss: 1.9501 2022/06/27 11:36:42 - mmengine - INFO - Epoch(train) [164][2820/3757] lr: 2.185e-04 eta: 4:27:30 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 10.2535 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7011 loss: 1.7011 2022/06/27 11:36:48 - mmengine - INFO - Epoch(train) [164][2840/3757] lr: 2.185e-04 eta: 4:27:25 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 13.3766 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5559 loss: 1.5559 2022/06/27 11:36:53 - mmengine - INFO - Epoch(train) [164][2860/3757] lr: 2.185e-04 eta: 4:27:20 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 11.4964 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6313 loss: 1.6313 2022/06/27 11:36:59 - mmengine - INFO - Epoch(train) [164][2880/3757] lr: 2.185e-04 eta: 4:27:15 time: 0.249 data_time: 0.007 memory: 5036 grad_norm: 12.2503 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.1481 loss: 1.1481 2022/06/27 11:37:04 - mmengine - INFO - Epoch(train) [164][2900/3757] lr: 2.185e-04 eta: 4:27:09 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 14.8157 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.6871 loss: 1.6871 2022/06/27 11:37:09 - mmengine - INFO - Epoch(train) [164][2920/3757] lr: 2.185e-04 eta: 4:27:04 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 14.3544 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5230 loss: 1.5230 2022/06/27 11:37:14 - mmengine - INFO - Epoch(train) [164][2940/3757] lr: 2.185e-04 eta: 4:26:59 time: 0.263 data_time: 0.007 memory: 5036 grad_norm: 11.6966 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5805 loss: 1.5805 2022/06/27 11:37:20 - mmengine - INFO - Epoch(train) [164][2960/3757] lr: 2.185e-04 eta: 4:26:53 time: 0.266 data_time: 0.007 memory: 5036 grad_norm: 10.9849 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1294 loss: 1.1294 2022/06/27 11:37:25 - mmengine - INFO - Epoch(train) [164][2980/3757] lr: 2.185e-04 eta: 4:26:48 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 13.5473 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.6898 loss: 1.6898 2022/06/27 11:37:30 - mmengine - INFO - Epoch(train) [164][3000/3757] lr: 2.185e-04 eta: 4:26:43 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 12.0864 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5099 loss: 1.5099 2022/06/27 11:37:35 - mmengine - INFO - Epoch(train) [164][3020/3757] lr: 2.185e-04 eta: 4:26:38 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 12.5446 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.1620 loss: 1.1620 2022/06/27 11:37:41 - mmengine - INFO - Epoch(train) [164][3040/3757] lr: 2.185e-04 eta: 4:26:32 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 11.5969 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8642 loss: 1.8642 2022/06/27 11:37:46 - mmengine - INFO - Epoch(train) [164][3060/3757] lr: 2.185e-04 eta: 4:26:27 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 13.9469 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.2855 loss: 1.2855 2022/06/27 11:37:51 - mmengine - INFO - Epoch(train) [164][3080/3757] lr: 2.185e-04 eta: 4:26:22 time: 0.252 data_time: 0.004 memory: 5036 grad_norm: 13.1114 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.7178 loss: 1.7178 2022/06/27 11:37:56 - mmengine - INFO - Epoch(train) [164][3100/3757] lr: 2.185e-04 eta: 4:26:17 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 13.3349 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4699 loss: 1.4699 2022/06/27 11:38:02 - mmengine - INFO - Epoch(train) [164][3120/3757] lr: 2.185e-04 eta: 4:26:11 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 10.9675 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4502 loss: 1.4502 2022/06/27 11:38:07 - mmengine - INFO - Epoch(train) [164][3140/3757] lr: 2.185e-04 eta: 4:26:06 time: 0.270 data_time: 0.007 memory: 5036 grad_norm: 10.6768 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5088 loss: 1.5088 2022/06/27 11:38:13 - mmengine - INFO - Epoch(train) [164][3160/3757] lr: 2.185e-04 eta: 4:26:01 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 12.0695 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4591 loss: 1.4591 2022/06/27 11:38:18 - mmengine - INFO - Epoch(train) [164][3180/3757] lr: 2.185e-04 eta: 4:25:56 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 12.5706 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.6501 loss: 1.6501 2022/06/27 11:38:23 - mmengine - INFO - Epoch(train) [164][3200/3757] lr: 2.185e-04 eta: 4:25:50 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 12.9757 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.5437 loss: 1.5437 2022/06/27 11:38:28 - mmengine - INFO - Epoch(train) [164][3220/3757] lr: 2.185e-04 eta: 4:25:45 time: 0.258 data_time: 0.008 memory: 5036 grad_norm: 12.5733 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5508 loss: 1.5508 2022/06/27 11:38:34 - mmengine - INFO - Epoch(train) [164][3240/3757] lr: 2.185e-04 eta: 4:25:40 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 14.3874 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3325 loss: 1.3325 2022/06/27 11:38:39 - mmengine - INFO - Epoch(train) [164][3260/3757] lr: 2.185e-04 eta: 4:25:35 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 13.8570 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4324 loss: 1.4324 2022/06/27 11:38:44 - mmengine - INFO - Epoch(train) [164][3280/3757] lr: 2.185e-04 eta: 4:25:29 time: 0.269 data_time: 0.009 memory: 5036 grad_norm: 10.4502 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6054 loss: 1.6054 2022/06/27 11:38:49 - mmengine - INFO - Epoch(train) [164][3300/3757] lr: 2.185e-04 eta: 4:25:24 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 13.4821 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0451 loss: 2.0451 2022/06/27 11:38:55 - mmengine - INFO - Epoch(train) [164][3320/3757] lr: 2.185e-04 eta: 4:25:19 time: 0.264 data_time: 0.006 memory: 5036 grad_norm: 11.8947 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.6574 loss: 1.6574 2022/06/27 11:39:00 - mmengine - INFO - Epoch(train) [164][3340/3757] lr: 2.185e-04 eta: 4:25:14 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 10.1293 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.4183 loss: 1.4183 2022/06/27 11:39:05 - mmengine - INFO - Epoch(train) [164][3360/3757] lr: 2.185e-04 eta: 4:25:08 time: 0.266 data_time: 0.007 memory: 5036 grad_norm: 12.0727 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8454 loss: 1.8454 2022/06/27 11:39:11 - mmengine - INFO - Epoch(train) [164][3380/3757] lr: 2.185e-04 eta: 4:25:03 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 14.1658 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.6247 loss: 1.6247 2022/06/27 11:39:16 - mmengine - INFO - Epoch(train) [164][3400/3757] lr: 2.185e-04 eta: 4:24:58 time: 0.271 data_time: 0.007 memory: 5036 grad_norm: 12.5279 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.1277 loss: 1.1277 2022/06/27 11:39:21 - mmengine - INFO - Epoch(train) [164][3420/3757] lr: 2.185e-04 eta: 4:24:53 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 11.5308 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.6812 loss: 1.6812 2022/06/27 11:39:26 - mmengine - INFO - Epoch(train) [164][3440/3757] lr: 2.185e-04 eta: 4:24:47 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 11.9580 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.6223 loss: 1.6223 2022/06/27 11:39:32 - mmengine - INFO - Epoch(train) [164][3460/3757] lr: 2.185e-04 eta: 4:24:42 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 11.5186 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3665 loss: 1.3665 2022/06/27 11:39:37 - mmengine - INFO - Epoch(train) [164][3480/3757] lr: 2.185e-04 eta: 4:24:37 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 9.3211 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6478 loss: 1.6478 2022/06/27 11:39:42 - mmengine - INFO - Epoch(train) [164][3500/3757] lr: 2.185e-04 eta: 4:24:31 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 11.9248 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.4707 loss: 1.4707 2022/06/27 11:39:48 - mmengine - INFO - Epoch(train) [164][3520/3757] lr: 2.185e-04 eta: 4:24:26 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 11.7215 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.5266 loss: 1.5266 2022/06/27 11:39:53 - mmengine - INFO - Epoch(train) [164][3540/3757] lr: 2.185e-04 eta: 4:24:21 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 15.6034 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5155 loss: 1.5155 2022/06/27 11:39:58 - mmengine - INFO - Epoch(train) [164][3560/3757] lr: 2.185e-04 eta: 4:24:16 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 12.5400 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4645 loss: 1.4645 2022/06/27 11:40:04 - mmengine - INFO - Epoch(train) [164][3580/3757] lr: 2.185e-04 eta: 4:24:10 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 11.9802 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2733 loss: 1.2733 2022/06/27 11:40:09 - mmengine - INFO - Epoch(train) [164][3600/3757] lr: 2.185e-04 eta: 4:24:05 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 13.9509 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9364 loss: 1.9364 2022/06/27 11:40:11 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 11:40:14 - mmengine - INFO - Epoch(train) [164][3620/3757] lr: 2.185e-04 eta: 4:24:00 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 13.6350 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8194 loss: 1.8194 2022/06/27 11:40:20 - mmengine - INFO - Epoch(train) [164][3640/3757] lr: 2.185e-04 eta: 4:23:55 time: 0.260 data_time: 0.008 memory: 5036 grad_norm: 15.1807 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.2622 loss: 1.2622 2022/06/27 11:40:25 - mmengine - INFO - Epoch(train) [164][3660/3757] lr: 2.185e-04 eta: 4:23:49 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 9.1652 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1634 loss: 1.1634 2022/06/27 11:40:30 - mmengine - INFO - Epoch(train) [164][3680/3757] lr: 2.185e-04 eta: 4:23:44 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 11.0817 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.6785 loss: 1.6785 2022/06/27 11:40:36 - mmengine - INFO - Epoch(train) [164][3700/3757] lr: 2.185e-04 eta: 4:23:39 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 10.0659 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6815 loss: 1.6815 2022/06/27 11:40:41 - mmengine - INFO - Epoch(train) [164][3720/3757] lr: 2.185e-04 eta: 4:23:34 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 10.8260 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4013 loss: 1.4013 2022/06/27 11:40:46 - mmengine - INFO - Epoch(train) [164][3740/3757] lr: 2.185e-04 eta: 4:23:28 time: 0.243 data_time: 0.006 memory: 5036 grad_norm: 12.2750 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1041 loss: 1.1041 2022/06/27 11:40:50 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 11:40:50 - mmengine - INFO - Saving checkpoint at 164 epochs 2022/06/27 11:41:03 - mmengine - INFO - Epoch(val) [164][20/310] eta: 0:01:43 time: 0.106 data_time: 0.004 memory: 5036 2022/06/27 11:41:08 - mmengine - INFO - Epoch(val) [164][40/310] eta: 0:01:30 time: 0.129 data_time: 0.025 memory: 1723 2022/06/27 11:41:12 - mmengine - INFO - Epoch(val) [164][60/310] eta: 0:00:29 time: 0.104 data_time: 0.002 memory: 1723 2022/06/27 11:41:17 - mmengine - INFO - Epoch(val) [164][80/310] eta: 0:00:24 time: 0.103 data_time: 0.002 memory: 1723 2022/06/27 11:41:24 - mmengine - INFO - Epoch(val) [164][100/310] eta: 0:01:12 time: 0.111 data_time: 0.010 memory: 1723 2022/06/27 11:41:29 - mmengine - INFO - Epoch(val) [164][120/310] eta: 0:01:09 time: 0.117 data_time: 0.015 memory: 1723 2022/06/27 11:41:33 - mmengine - INFO - Epoch(val) [164][140/310] eta: 0:00:20 time: 0.104 data_time: 0.002 memory: 1723 2022/06/27 11:41:38 - mmengine - INFO - Epoch(val) [164][160/310] eta: 0:00:15 time: 0.103 data_time: 0.002 memory: 1723 2022/06/27 11:41:45 - mmengine - INFO - Epoch(val) [164][180/310] eta: 0:00:45 time: 0.806 data_time: 0.699 memory: 1723 2022/06/27 11:41:49 - mmengine - INFO - Epoch(val) [164][200/310] eta: 0:00:38 time: 0.103 data_time: 0.002 memory: 1723 2022/06/27 11:41:54 - mmengine - INFO - Epoch(val) [164][220/310] eta: 0:00:16 time: 0.108 data_time: 0.002 memory: 1723 2022/06/27 11:41:59 - mmengine - INFO - Epoch(val) [164][240/310] eta: 0:00:07 time: 0.108 data_time: 0.002 memory: 1723 2022/06/27 11:42:06 - mmengine - INFO - Epoch(val) [164][260/310] eta: 0:00:18 time: 0.106 data_time: 0.005 memory: 1723 2022/06/27 11:42:10 - mmengine - INFO - Epoch(val) [164][280/310] eta: 0:00:09 time: 0.119 data_time: 0.002 memory: 1723 2022/06/27 11:42:12 - mmengine - INFO - Epoch(val) [164][300/310] eta: 0:00:01 time: 0.108 data_time: 0.001 memory: 1723 2022/06/27 11:42:14 - mmengine - INFO - Epoch(val) [164][310/310] acc/top1: 0.6097 acc/top5: 0.8279 acc/mean1: 0.6096 2022/06/27 11:42:24 - mmengine - INFO - Epoch(train) [165][20/3757] lr: 1.937e-04 eta: 4:23:19 time: 0.256 data_time: 0.004 memory: 5036 grad_norm: 14.7910 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.6582 loss: 1.6582 2022/06/27 11:42:29 - mmengine - INFO - Epoch(train) [165][40/3757] lr: 1.937e-04 eta: 4:23:14 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 13.6873 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6174 loss: 1.6174 2022/06/27 11:42:35 - mmengine - INFO - Epoch(train) [165][60/3757] lr: 1.937e-04 eta: 4:23:08 time: 0.254 data_time: 0.004 memory: 5036 grad_norm: 13.3100 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9539 loss: 1.9539 2022/06/27 11:42:40 - mmengine - INFO - Epoch(train) [165][80/3757] lr: 1.937e-04 eta: 4:23:03 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 12.2362 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.7363 loss: 1.7363 2022/06/27 11:42:45 - mmengine - INFO - Epoch(train) [165][100/3757] lr: 1.937e-04 eta: 4:22:58 time: 0.278 data_time: 0.013 memory: 5036 grad_norm: 11.3002 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9638 loss: 1.9638 2022/06/27 11:42:51 - mmengine - INFO - Epoch(train) [165][120/3757] lr: 1.937e-04 eta: 4:22:53 time: 0.256 data_time: 0.004 memory: 5036 grad_norm: 10.9204 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.6040 loss: 1.6040 2022/06/27 11:42:56 - mmengine - INFO - Epoch(train) [165][140/3757] lr: 1.937e-04 eta: 4:22:47 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 12.0357 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.6956 loss: 1.6956 2022/06/27 11:43:02 - mmengine - INFO - Epoch(train) [165][160/3757] lr: 1.937e-04 eta: 4:22:42 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 9.6509 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7105 loss: 1.7105 2022/06/27 11:43:07 - mmengine - INFO - Epoch(train) [165][180/3757] lr: 1.937e-04 eta: 4:22:37 time: 0.270 data_time: 0.009 memory: 5036 grad_norm: 12.3243 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6907 loss: 1.6907 2022/06/27 11:43:12 - mmengine - INFO - Epoch(train) [165][200/3757] lr: 1.937e-04 eta: 4:22:32 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 10.9793 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7377 loss: 1.7377 2022/06/27 11:43:18 - mmengine - INFO - Epoch(train) [165][220/3757] lr: 1.937e-04 eta: 4:22:26 time: 0.577 data_time: 0.003 memory: 5036 grad_norm: 9.8691 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.5915 loss: 1.5915 2022/06/27 11:43:23 - mmengine - INFO - Epoch(train) [165][240/3757] lr: 1.937e-04 eta: 4:22:21 time: 0.263 data_time: 0.007 memory: 5036 grad_norm: 11.8778 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5853 loss: 1.5853 2022/06/27 11:43:29 - mmengine - INFO - Epoch(train) [165][260/3757] lr: 1.937e-04 eta: 4:22:16 time: 0.261 data_time: 0.018 memory: 5036 grad_norm: 12.2363 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9965 loss: 1.9965 2022/06/27 11:43:34 - mmengine - INFO - Epoch(train) [165][280/3757] lr: 1.937e-04 eta: 4:22:11 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 13.2786 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2835 loss: 1.2835 2022/06/27 11:43:39 - mmengine - INFO - Epoch(train) [165][300/3757] lr: 1.937e-04 eta: 4:22:05 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 12.5908 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2901 loss: 1.2901 2022/06/27 11:43:45 - mmengine - INFO - Epoch(train) [165][320/3757] lr: 1.937e-04 eta: 4:22:00 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 11.4254 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.7509 loss: 1.7509 2022/06/27 11:43:50 - mmengine - INFO - Epoch(train) [165][340/3757] lr: 1.937e-04 eta: 4:21:55 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 12.1199 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4448 loss: 1.4448 2022/06/27 11:43:55 - mmengine - INFO - Epoch(train) [165][360/3757] lr: 1.937e-04 eta: 4:21:50 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 14.5317 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.8985 loss: 1.8985 2022/06/27 11:44:00 - mmengine - INFO - Epoch(train) [165][380/3757] lr: 1.937e-04 eta: 4:21:44 time: 0.265 data_time: 0.007 memory: 5036 grad_norm: 11.8552 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7973 loss: 1.7973 2022/06/27 11:44:06 - mmengine - INFO - Epoch(train) [165][400/3757] lr: 1.937e-04 eta: 4:21:39 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 10.4993 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7336 loss: 1.7336 2022/06/27 11:44:11 - mmengine - INFO - Epoch(train) [165][420/3757] lr: 1.937e-04 eta: 4:21:34 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 11.7111 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.8646 loss: 1.8646 2022/06/27 11:44:16 - mmengine - INFO - Epoch(train) [165][440/3757] lr: 1.937e-04 eta: 4:21:29 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 13.0947 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.3971 loss: 1.3971 2022/06/27 11:44:22 - mmengine - INFO - Epoch(train) [165][460/3757] lr: 1.937e-04 eta: 4:21:23 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 10.7226 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.1916 loss: 1.1916 2022/06/27 11:44:27 - mmengine - INFO - Epoch(train) [165][480/3757] lr: 1.937e-04 eta: 4:21:18 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 11.6793 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.3276 loss: 1.3276 2022/06/27 11:44:32 - mmengine - INFO - Epoch(train) [165][500/3757] lr: 1.937e-04 eta: 4:21:13 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 12.0573 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.5432 loss: 1.5432 2022/06/27 11:44:37 - mmengine - INFO - Epoch(train) [165][520/3757] lr: 1.937e-04 eta: 4:21:08 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 13.9482 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.1244 loss: 2.1244 2022/06/27 11:44:43 - mmengine - INFO - Epoch(train) [165][540/3757] lr: 1.937e-04 eta: 4:21:02 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 12.0651 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8752 loss: 1.8752 2022/06/27 11:44:48 - mmengine - INFO - Epoch(train) [165][560/3757] lr: 1.937e-04 eta: 4:20:57 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 13.0372 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3641 loss: 1.3641 2022/06/27 11:44:53 - mmengine - INFO - Epoch(train) [165][580/3757] lr: 1.937e-04 eta: 4:20:52 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 11.8250 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5005 loss: 1.5005 2022/06/27 11:44:58 - mmengine - INFO - Epoch(train) [165][600/3757] lr: 1.937e-04 eta: 4:20:47 time: 0.254 data_time: 0.004 memory: 5036 grad_norm: 12.1587 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9263 loss: 1.9263 2022/06/27 11:45:04 - mmengine - INFO - Epoch(train) [165][620/3757] lr: 1.937e-04 eta: 4:20:41 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 12.5235 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4915 loss: 1.4915 2022/06/27 11:45:09 - mmengine - INFO - Epoch(train) [165][640/3757] lr: 1.937e-04 eta: 4:20:36 time: 0.265 data_time: 0.007 memory: 5036 grad_norm: 10.4118 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4509 loss: 1.4509 2022/06/27 11:45:14 - mmengine - INFO - Epoch(train) [165][660/3757] lr: 1.937e-04 eta: 4:20:31 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 13.9217 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4001 loss: 1.4001 2022/06/27 11:45:19 - mmengine - INFO - Epoch(train) [165][680/3757] lr: 1.937e-04 eta: 4:20:25 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 11.3019 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1259 loss: 1.1259 2022/06/27 11:45:25 - mmengine - INFO - Epoch(train) [165][700/3757] lr: 1.937e-04 eta: 4:20:20 time: 0.266 data_time: 0.007 memory: 5036 grad_norm: 13.8694 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.6280 loss: 1.6280 2022/06/27 11:45:30 - mmengine - INFO - Epoch(train) [165][720/3757] lr: 1.937e-04 eta: 4:20:15 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 14.4841 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.4367 loss: 1.4367 2022/06/27 11:45:35 - mmengine - INFO - Epoch(train) [165][740/3757] lr: 1.937e-04 eta: 4:20:10 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 11.4041 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4533 loss: 1.4533 2022/06/27 11:45:40 - mmengine - INFO - Epoch(train) [165][760/3757] lr: 1.937e-04 eta: 4:20:04 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 14.6777 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.6315 loss: 1.6315 2022/06/27 11:45:46 - mmengine - INFO - Epoch(train) [165][780/3757] lr: 1.937e-04 eta: 4:19:59 time: 0.258 data_time: 0.013 memory: 5036 grad_norm: 8.9002 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7041 loss: 1.7041 2022/06/27 11:45:51 - mmengine - INFO - Epoch(train) [165][800/3757] lr: 1.937e-04 eta: 4:19:54 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 12.4021 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2810 loss: 1.2810 2022/06/27 11:45:56 - mmengine - INFO - Epoch(train) [165][820/3757] lr: 1.937e-04 eta: 4:19:49 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 14.2876 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.3536 loss: 1.3536 2022/06/27 11:46:02 - mmengine - INFO - Epoch(train) [165][840/3757] lr: 1.937e-04 eta: 4:19:43 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 11.2181 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6678 loss: 1.6678 2022/06/27 11:46:05 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 11:46:07 - mmengine - INFO - Epoch(train) [165][860/3757] lr: 1.937e-04 eta: 4:19:38 time: 0.261 data_time: 0.009 memory: 5036 grad_norm: 15.1296 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.5186 loss: 1.5186 2022/06/27 11:46:12 - mmengine - INFO - Epoch(train) [165][880/3757] lr: 1.937e-04 eta: 4:19:33 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 12.0190 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.5477 loss: 1.5477 2022/06/27 11:46:18 - mmengine - INFO - Epoch(train) [165][900/3757] lr: 1.937e-04 eta: 4:19:28 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 15.3072 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3931 loss: 1.3931 2022/06/27 11:46:23 - mmengine - INFO - Epoch(train) [165][920/3757] lr: 1.937e-04 eta: 4:19:22 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 13.0908 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.8422 loss: 1.8422 2022/06/27 11:46:29 - mmengine - INFO - Epoch(train) [165][940/3757] lr: 1.937e-04 eta: 4:19:17 time: 0.594 data_time: 0.007 memory: 5036 grad_norm: 14.8322 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.3491 loss: 1.3491 2022/06/27 11:46:34 - mmengine - INFO - Epoch(train) [165][960/3757] lr: 1.937e-04 eta: 4:19:12 time: 0.254 data_time: 0.010 memory: 5036 grad_norm: 10.4378 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.3678 loss: 1.3678 2022/06/27 11:46:39 - mmengine - INFO - Epoch(train) [165][980/3757] lr: 1.937e-04 eta: 4:19:07 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 14.2685 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.2113 loss: 1.2113 2022/06/27 11:46:45 - mmengine - INFO - Epoch(train) [165][1000/3757] lr: 1.937e-04 eta: 4:19:01 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 12.3179 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8826 loss: 1.8826 2022/06/27 11:46:50 - mmengine - INFO - Epoch(train) [165][1020/3757] lr: 1.937e-04 eta: 4:18:56 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 11.3235 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7466 loss: 1.7466 2022/06/27 11:46:55 - mmengine - INFO - Epoch(train) [165][1040/3757] lr: 1.937e-04 eta: 4:18:51 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 10.5523 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.5262 loss: 1.5262 2022/06/27 11:47:00 - mmengine - INFO - Epoch(train) [165][1060/3757] lr: 1.937e-04 eta: 4:18:46 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 13.4910 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4894 loss: 1.4894 2022/06/27 11:47:06 - mmengine - INFO - Epoch(train) [165][1080/3757] lr: 1.937e-04 eta: 4:18:40 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 11.4632 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3776 loss: 1.3776 2022/06/27 11:47:11 - mmengine - INFO - Epoch(train) [165][1100/3757] lr: 1.937e-04 eta: 4:18:35 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 11.8179 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.6384 loss: 1.6384 2022/06/27 11:47:16 - mmengine - INFO - Epoch(train) [165][1120/3757] lr: 1.937e-04 eta: 4:18:30 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 10.6921 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.3571 loss: 1.3571 2022/06/27 11:47:22 - mmengine - INFO - Epoch(train) [165][1140/3757] lr: 1.937e-04 eta: 4:18:25 time: 0.258 data_time: 0.010 memory: 5036 grad_norm: 11.0031 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1289 loss: 2.1289 2022/06/27 11:47:27 - mmengine - INFO - Epoch(train) [165][1160/3757] lr: 1.937e-04 eta: 4:18:19 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 13.1977 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2604 loss: 1.2604 2022/06/27 11:47:32 - mmengine - INFO - Epoch(train) [165][1180/3757] lr: 1.937e-04 eta: 4:18:14 time: 0.255 data_time: 0.008 memory: 5036 grad_norm: 12.1504 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.3071 loss: 1.3071 2022/06/27 11:47:37 - mmengine - INFO - Epoch(train) [165][1200/3757] lr: 1.937e-04 eta: 4:18:09 time: 0.268 data_time: 0.009 memory: 5036 grad_norm: 10.1924 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7739 loss: 1.7739 2022/06/27 11:47:43 - mmengine - INFO - Epoch(train) [165][1220/3757] lr: 1.937e-04 eta: 4:18:04 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 12.3671 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.6079 loss: 1.6079 2022/06/27 11:47:48 - mmengine - INFO - Epoch(train) [165][1240/3757] lr: 1.937e-04 eta: 4:17:58 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 11.7535 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.3643 loss: 1.3643 2022/06/27 11:47:53 - mmengine - INFO - Epoch(train) [165][1260/3757] lr: 1.937e-04 eta: 4:17:53 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 12.1286 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8878 loss: 1.8878 2022/06/27 11:47:58 - mmengine - INFO - Epoch(train) [165][1280/3757] lr: 1.937e-04 eta: 4:17:48 time: 0.340 data_time: 0.007 memory: 5036 grad_norm: 10.7724 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.5568 loss: 1.5568 2022/06/27 11:48:04 - mmengine - INFO - Epoch(train) [165][1300/3757] lr: 1.937e-04 eta: 4:17:42 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 11.9425 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7163 loss: 1.7163 2022/06/27 11:48:09 - mmengine - INFO - Epoch(train) [165][1320/3757] lr: 1.937e-04 eta: 4:17:37 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 10.8979 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3579 loss: 1.3579 2022/06/27 11:48:14 - mmengine - INFO - Epoch(train) [165][1340/3757] lr: 1.937e-04 eta: 4:17:32 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 13.2256 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4786 loss: 1.4786 2022/06/27 11:48:20 - mmengine - INFO - Epoch(train) [165][1360/3757] lr: 1.937e-04 eta: 4:17:27 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 11.7830 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.5107 loss: 1.5107 2022/06/27 11:48:25 - mmengine - INFO - Epoch(train) [165][1380/3757] lr: 1.937e-04 eta: 4:17:21 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 10.7953 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.4425 loss: 1.4425 2022/06/27 11:48:30 - mmengine - INFO - Epoch(train) [165][1400/3757] lr: 1.937e-04 eta: 4:17:16 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 13.9366 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8438 loss: 1.8438 2022/06/27 11:48:36 - mmengine - INFO - Epoch(train) [165][1420/3757] lr: 1.937e-04 eta: 4:17:11 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 12.5562 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3723 loss: 1.3723 2022/06/27 11:48:41 - mmengine - INFO - Epoch(train) [165][1440/3757] lr: 1.937e-04 eta: 4:17:06 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 9.6422 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3887 loss: 1.3887 2022/06/27 11:48:46 - mmengine - INFO - Epoch(train) [165][1460/3757] lr: 1.937e-04 eta: 4:17:00 time: 0.263 data_time: 0.004 memory: 5036 grad_norm: 10.7384 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.9516 loss: 1.9516 2022/06/27 11:48:51 - mmengine - INFO - Epoch(train) [165][1480/3757] lr: 1.937e-04 eta: 4:16:55 time: 0.268 data_time: 0.007 memory: 5036 grad_norm: 11.4512 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5043 loss: 1.5043 2022/06/27 11:48:57 - mmengine - INFO - Epoch(train) [165][1500/3757] lr: 1.937e-04 eta: 4:16:50 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 11.7750 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.5290 loss: 1.5290 2022/06/27 11:49:02 - mmengine - INFO - Epoch(train) [165][1520/3757] lr: 1.937e-04 eta: 4:16:45 time: 0.261 data_time: 0.012 memory: 5036 grad_norm: 11.8999 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3705 loss: 1.3705 2022/06/27 11:49:07 - mmengine - INFO - Epoch(train) [165][1540/3757] lr: 1.937e-04 eta: 4:16:39 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 9.9007 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.7108 loss: 1.7108 2022/06/27 11:49:13 - mmengine - INFO - Epoch(train) [165][1560/3757] lr: 1.937e-04 eta: 4:16:34 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 9.9009 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3331 loss: 1.3331 2022/06/27 11:49:18 - mmengine - INFO - Epoch(train) [165][1580/3757] lr: 1.937e-04 eta: 4:16:29 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 11.0779 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6685 loss: 1.6685 2022/06/27 11:49:23 - mmengine - INFO - Epoch(train) [165][1600/3757] lr: 1.937e-04 eta: 4:16:24 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 10.8220 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.2403 loss: 2.2403 2022/06/27 11:49:29 - mmengine - INFO - Epoch(train) [165][1620/3757] lr: 1.937e-04 eta: 4:16:18 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 12.5115 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4810 loss: 1.4810 2022/06/27 11:49:34 - mmengine - INFO - Epoch(train) [165][1640/3757] lr: 1.937e-04 eta: 4:16:13 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 12.4711 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.1656 loss: 1.1656 2022/06/27 11:49:39 - mmengine - INFO - Epoch(train) [165][1660/3757] lr: 1.937e-04 eta: 4:16:08 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 12.9249 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.0424 loss: 1.0424 2022/06/27 11:49:44 - mmengine - INFO - Epoch(train) [165][1680/3757] lr: 1.937e-04 eta: 4:16:03 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 12.5590 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 1.5264 loss: 1.5264 2022/06/27 11:49:50 - mmengine - INFO - Epoch(train) [165][1700/3757] lr: 1.937e-04 eta: 4:15:57 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 10.9218 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.6936 loss: 1.6936 2022/06/27 11:49:55 - mmengine - INFO - Epoch(train) [165][1720/3757] lr: 1.937e-04 eta: 4:15:52 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 11.7091 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8899 loss: 1.8899 2022/06/27 11:50:01 - mmengine - INFO - Epoch(train) [165][1740/3757] lr: 1.937e-04 eta: 4:15:47 time: 0.264 data_time: 0.006 memory: 5036 grad_norm: 12.3935 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3839 loss: 1.3839 2022/06/27 11:50:06 - mmengine - INFO - Epoch(train) [165][1760/3757] lr: 1.937e-04 eta: 4:15:42 time: 0.256 data_time: 0.005 memory: 5036 grad_norm: 12.3177 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7422 loss: 1.7422 2022/06/27 11:50:11 - mmengine - INFO - Epoch(train) [165][1780/3757] lr: 1.937e-04 eta: 4:15:36 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 11.0976 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5356 loss: 1.5356 2022/06/27 11:50:17 - mmengine - INFO - Epoch(train) [165][1800/3757] lr: 1.937e-04 eta: 4:15:31 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 11.1365 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.5592 loss: 1.5592 2022/06/27 11:50:22 - mmengine - INFO - Epoch(train) [165][1820/3757] lr: 1.937e-04 eta: 4:15:26 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 11.5500 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.0982 loss: 1.0982 2022/06/27 11:50:27 - mmengine - INFO - Epoch(train) [165][1840/3757] lr: 1.937e-04 eta: 4:15:21 time: 0.259 data_time: 0.009 memory: 5036 grad_norm: 13.5258 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.6393 loss: 1.6393 2022/06/27 11:50:31 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 11:50:33 - mmengine - INFO - Epoch(train) [165][1860/3757] lr: 1.937e-04 eta: 4:15:15 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 10.3899 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9009 loss: 1.9009 2022/06/27 11:50:38 - mmengine - INFO - Epoch(train) [165][1880/3757] lr: 1.937e-04 eta: 4:15:10 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 13.8552 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.5578 loss: 1.5578 2022/06/27 11:50:43 - mmengine - INFO - Epoch(train) [165][1900/3757] lr: 1.937e-04 eta: 4:15:05 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 11.8064 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.9463 loss: 1.9463 2022/06/27 11:50:49 - mmengine - INFO - Epoch(train) [165][1920/3757] lr: 1.937e-04 eta: 4:15:00 time: 0.279 data_time: 0.006 memory: 5036 grad_norm: 11.3771 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.3926 loss: 1.3926 2022/06/27 11:50:54 - mmengine - INFO - Epoch(train) [165][1940/3757] lr: 1.937e-04 eta: 4:14:54 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 13.1720 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9274 loss: 1.9274 2022/06/27 11:50:59 - mmengine - INFO - Epoch(train) [165][1960/3757] lr: 1.937e-04 eta: 4:14:49 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 10.0342 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7630 loss: 1.7630 2022/06/27 11:51:04 - mmengine - INFO - Epoch(train) [165][1980/3757] lr: 1.937e-04 eta: 4:14:44 time: 0.251 data_time: 0.008 memory: 5036 grad_norm: 11.4315 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.6706 loss: 1.6706 2022/06/27 11:51:10 - mmengine - INFO - Epoch(train) [165][2000/3757] lr: 1.937e-04 eta: 4:14:39 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 12.8711 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4577 loss: 1.4577 2022/06/27 11:51:15 - mmengine - INFO - Epoch(train) [165][2020/3757] lr: 1.937e-04 eta: 4:14:33 time: 0.268 data_time: 0.004 memory: 5036 grad_norm: 11.1746 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4068 loss: 1.4068 2022/06/27 11:51:20 - mmengine - INFO - Epoch(train) [165][2040/3757] lr: 1.937e-04 eta: 4:14:28 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 13.0649 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.5338 loss: 1.5338 2022/06/27 11:51:25 - mmengine - INFO - Epoch(train) [165][2060/3757] lr: 1.937e-04 eta: 4:14:23 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 9.9238 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5276 loss: 1.5276 2022/06/27 11:51:31 - mmengine - INFO - Epoch(train) [165][2080/3757] lr: 1.937e-04 eta: 4:14:17 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 11.9230 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.6109 loss: 1.6109 2022/06/27 11:51:36 - mmengine - INFO - Epoch(train) [165][2100/3757] lr: 1.937e-04 eta: 4:14:12 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 17.1214 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 1.7764 loss: 1.7764 2022/06/27 11:51:41 - mmengine - INFO - Epoch(train) [165][2120/3757] lr: 1.937e-04 eta: 4:14:07 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 11.1441 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7238 loss: 1.7238 2022/06/27 11:51:46 - mmengine - INFO - Epoch(train) [165][2140/3757] lr: 1.937e-04 eta: 4:14:02 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 12.1396 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5535 loss: 1.5535 2022/06/27 11:51:52 - mmengine - INFO - Epoch(train) [165][2160/3757] lr: 1.937e-04 eta: 4:13:56 time: 0.254 data_time: 0.008 memory: 5036 grad_norm: 12.2832 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3487 loss: 1.3487 2022/06/27 11:51:57 - mmengine - INFO - Epoch(train) [165][2180/3757] lr: 1.937e-04 eta: 4:13:51 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 13.0957 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.4074 loss: 1.4074 2022/06/27 11:52:02 - mmengine - INFO - Epoch(train) [165][2200/3757] lr: 1.937e-04 eta: 4:13:46 time: 0.256 data_time: 0.010 memory: 5036 grad_norm: 15.1033 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2664 loss: 1.2664 2022/06/27 11:52:07 - mmengine - INFO - Epoch(train) [165][2220/3757] lr: 1.937e-04 eta: 4:13:41 time: 0.259 data_time: 0.010 memory: 5036 grad_norm: 11.5060 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6780 loss: 1.6780 2022/06/27 11:52:13 - mmengine - INFO - Epoch(train) [165][2240/3757] lr: 1.937e-04 eta: 4:13:35 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 11.9334 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 1.3596 loss: 1.3596 2022/06/27 11:52:18 - mmengine - INFO - Epoch(train) [165][2260/3757] lr: 1.937e-04 eta: 4:13:30 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 14.8236 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.8762 loss: 1.8762 2022/06/27 11:52:24 - mmengine - INFO - Epoch(train) [165][2280/3757] lr: 1.937e-04 eta: 4:13:25 time: 0.253 data_time: 0.004 memory: 5036 grad_norm: 11.4653 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4282 loss: 1.4282 2022/06/27 11:52:29 - mmengine - INFO - Epoch(train) [165][2300/3757] lr: 1.937e-04 eta: 4:13:20 time: 0.481 data_time: 0.007 memory: 5036 grad_norm: 11.1103 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7205 loss: 1.7205 2022/06/27 11:52:34 - mmengine - INFO - Epoch(train) [165][2320/3757] lr: 1.937e-04 eta: 4:13:14 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 11.6034 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3643 loss: 1.3643 2022/06/27 11:52:40 - mmengine - INFO - Epoch(train) [165][2340/3757] lr: 1.937e-04 eta: 4:13:09 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 11.4876 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7423 loss: 1.7423 2022/06/27 11:52:45 - mmengine - INFO - Epoch(train) [165][2360/3757] lr: 1.937e-04 eta: 4:13:04 time: 0.251 data_time: 0.007 memory: 5036 grad_norm: 14.1589 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4288 loss: 1.4288 2022/06/27 11:52:50 - mmengine - INFO - Epoch(train) [165][2380/3757] lr: 1.937e-04 eta: 4:12:59 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 10.6079 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4664 loss: 1.4664 2022/06/27 11:52:56 - mmengine - INFO - Epoch(train) [165][2400/3757] lr: 1.937e-04 eta: 4:12:53 time: 0.264 data_time: 0.007 memory: 5036 grad_norm: 13.6404 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.5394 loss: 1.5394 2022/06/27 11:53:01 - mmengine - INFO - Epoch(train) [165][2420/3757] lr: 1.937e-04 eta: 4:12:48 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 10.8167 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3381 loss: 1.3381 2022/06/27 11:53:06 - mmengine - INFO - Epoch(train) [165][2440/3757] lr: 1.937e-04 eta: 4:12:43 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 11.5006 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2387 loss: 1.2387 2022/06/27 11:53:11 - mmengine - INFO - Epoch(train) [165][2460/3757] lr: 1.937e-04 eta: 4:12:38 time: 0.259 data_time: 0.013 memory: 5036 grad_norm: 11.1228 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.5507 loss: 1.5507 2022/06/27 11:53:17 - mmengine - INFO - Epoch(train) [165][2480/3757] lr: 1.937e-04 eta: 4:12:32 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 13.6806 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6615 loss: 1.6615 2022/06/27 11:53:22 - mmengine - INFO - Epoch(train) [165][2500/3757] lr: 1.937e-04 eta: 4:12:27 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 13.7097 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5622 loss: 1.5622 2022/06/27 11:53:27 - mmengine - INFO - Epoch(train) [165][2520/3757] lr: 1.937e-04 eta: 4:12:22 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 12.9982 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.8799 loss: 1.8799 2022/06/27 11:53:33 - mmengine - INFO - Epoch(train) [165][2540/3757] lr: 1.937e-04 eta: 4:12:17 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 11.2301 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6658 loss: 1.6658 2022/06/27 11:53:38 - mmengine - INFO - Epoch(train) [165][2560/3757] lr: 1.937e-04 eta: 4:12:11 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 12.4412 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.6481 loss: 1.6481 2022/06/27 11:53:43 - mmengine - INFO - Epoch(train) [165][2580/3757] lr: 1.937e-04 eta: 4:12:06 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 11.1634 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6790 loss: 1.6790 2022/06/27 11:53:49 - mmengine - INFO - Epoch(train) [165][2600/3757] lr: 1.937e-04 eta: 4:12:01 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 15.5891 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3969 loss: 1.3969 2022/06/27 11:53:54 - mmengine - INFO - Epoch(train) [165][2620/3757] lr: 1.937e-04 eta: 4:11:56 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 13.6673 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.2039 loss: 1.2039 2022/06/27 11:53:59 - mmengine - INFO - Epoch(train) [165][2640/3757] lr: 1.937e-04 eta: 4:11:50 time: 0.263 data_time: 0.009 memory: 5036 grad_norm: 11.7724 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.3192 loss: 1.3192 2022/06/27 11:54:04 - mmengine - INFO - Epoch(train) [165][2660/3757] lr: 1.937e-04 eta: 4:11:45 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 10.9686 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.1613 loss: 1.1613 2022/06/27 11:54:10 - mmengine - INFO - Epoch(train) [165][2680/3757] lr: 1.937e-04 eta: 4:11:40 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 12.5502 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.5855 loss: 1.5855 2022/06/27 11:54:15 - mmengine - INFO - Epoch(train) [165][2700/3757] lr: 1.937e-04 eta: 4:11:35 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 11.9868 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.2667 loss: 1.2667 2022/06/27 11:54:21 - mmengine - INFO - Epoch(train) [165][2720/3757] lr: 1.937e-04 eta: 4:11:29 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 12.6294 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4324 loss: 1.4324 2022/06/27 11:54:26 - mmengine - INFO - Epoch(train) [165][2740/3757] lr: 1.937e-04 eta: 4:11:24 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 13.5409 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.8057 loss: 1.8057 2022/06/27 11:54:31 - mmengine - INFO - Epoch(train) [165][2760/3757] lr: 1.937e-04 eta: 4:11:19 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 12.0551 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4837 loss: 1.4837 2022/06/27 11:54:37 - mmengine - INFO - Epoch(train) [165][2780/3757] lr: 1.937e-04 eta: 4:11:14 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 15.3167 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6052 loss: 1.6052 2022/06/27 11:54:42 - mmengine - INFO - Epoch(train) [165][2800/3757] lr: 1.937e-04 eta: 4:11:08 time: 0.264 data_time: 0.007 memory: 5036 grad_norm: 9.1865 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.1578 loss: 1.1578 2022/06/27 11:54:47 - mmengine - INFO - Epoch(train) [165][2820/3757] lr: 1.937e-04 eta: 4:11:03 time: 0.253 data_time: 0.005 memory: 5036 grad_norm: 13.1352 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4822 loss: 1.4822 2022/06/27 11:54:52 - mmengine - INFO - Epoch(train) [165][2840/3757] lr: 1.937e-04 eta: 4:10:58 time: 0.265 data_time: 0.007 memory: 5036 grad_norm: 11.8190 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6413 loss: 1.6413 2022/06/27 11:54:56 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 11:54:58 - mmengine - INFO - Epoch(train) [165][2860/3757] lr: 1.937e-04 eta: 4:10:52 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 12.2443 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.2058 loss: 1.2058 2022/06/27 11:55:03 - mmengine - INFO - Epoch(train) [165][2880/3757] lr: 1.937e-04 eta: 4:10:47 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 11.8953 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.7221 loss: 1.7221 2022/06/27 11:55:08 - mmengine - INFO - Epoch(train) [165][2900/3757] lr: 1.937e-04 eta: 4:10:42 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 15.8632 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4195 loss: 1.4195 2022/06/27 11:55:14 - mmengine - INFO - Epoch(train) [165][2920/3757] lr: 1.937e-04 eta: 4:10:37 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 13.4179 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2931 loss: 1.2931 2022/06/27 11:55:19 - mmengine - INFO - Epoch(train) [165][2940/3757] lr: 1.937e-04 eta: 4:10:31 time: 0.254 data_time: 0.008 memory: 5036 grad_norm: 12.5574 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.4552 loss: 1.4552 2022/06/27 11:55:24 - mmengine - INFO - Epoch(train) [165][2960/3757] lr: 1.937e-04 eta: 4:10:26 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 14.3663 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8576 loss: 1.8576 2022/06/27 11:55:30 - mmengine - INFO - Epoch(train) [165][2980/3757] lr: 1.937e-04 eta: 4:10:21 time: 0.270 data_time: 0.007 memory: 5036 grad_norm: 11.6349 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6229 loss: 1.6229 2022/06/27 11:55:35 - mmengine - INFO - Epoch(train) [165][3000/3757] lr: 1.937e-04 eta: 4:10:16 time: 0.265 data_time: 0.004 memory: 5036 grad_norm: 10.5555 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.0717 loss: 1.0717 2022/06/27 11:55:40 - mmengine - INFO - Epoch(train) [165][3020/3757] lr: 1.937e-04 eta: 4:10:10 time: 0.267 data_time: 0.010 memory: 5036 grad_norm: 13.4591 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6264 loss: 1.6264 2022/06/27 11:55:45 - mmengine - INFO - Epoch(train) [165][3040/3757] lr: 1.937e-04 eta: 4:10:05 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 10.1754 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4967 loss: 1.4967 2022/06/27 11:55:51 - mmengine - INFO - Epoch(train) [165][3060/3757] lr: 1.937e-04 eta: 4:10:00 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 10.3427 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.6692 loss: 1.6692 2022/06/27 11:55:56 - mmengine - INFO - Epoch(train) [165][3080/3757] lr: 1.937e-04 eta: 4:09:55 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 11.4141 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3331 loss: 1.3331 2022/06/27 11:56:01 - mmengine - INFO - Epoch(train) [165][3100/3757] lr: 1.937e-04 eta: 4:09:49 time: 0.260 data_time: 0.004 memory: 5036 grad_norm: 11.7322 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6467 loss: 1.6467 2022/06/27 11:56:06 - mmengine - INFO - Epoch(train) [165][3120/3757] lr: 1.937e-04 eta: 4:09:44 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 14.1445 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.9207 loss: 1.9207 2022/06/27 11:56:12 - mmengine - INFO - Epoch(train) [165][3140/3757] lr: 1.937e-04 eta: 4:09:39 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 10.9455 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4980 loss: 1.4980 2022/06/27 11:56:17 - mmengine - INFO - Epoch(train) [165][3160/3757] lr: 1.937e-04 eta: 4:09:34 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 15.1696 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3158 loss: 1.3158 2022/06/27 11:56:23 - mmengine - INFO - Epoch(train) [165][3180/3757] lr: 1.937e-04 eta: 4:09:28 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 13.0107 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4236 loss: 1.4236 2022/06/27 11:56:28 - mmengine - INFO - Epoch(train) [165][3200/3757] lr: 1.937e-04 eta: 4:09:23 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 11.6319 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.0701 loss: 1.0701 2022/06/27 11:56:33 - mmengine - INFO - Epoch(train) [165][3220/3757] lr: 1.937e-04 eta: 4:09:18 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 12.4010 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3123 loss: 1.3123 2022/06/27 11:56:38 - mmengine - INFO - Epoch(train) [165][3240/3757] lr: 1.937e-04 eta: 4:09:13 time: 0.256 data_time: 0.004 memory: 5036 grad_norm: 11.6930 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7294 loss: 1.7294 2022/06/27 11:56:44 - mmengine - INFO - Epoch(train) [165][3260/3757] lr: 1.937e-04 eta: 4:09:07 time: 0.260 data_time: 0.010 memory: 5036 grad_norm: 12.6780 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.6070 loss: 1.6070 2022/06/27 11:56:49 - mmengine - INFO - Epoch(train) [165][3280/3757] lr: 1.937e-04 eta: 4:09:02 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 11.7211 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.6365 loss: 1.6365 2022/06/27 11:56:54 - mmengine - INFO - Epoch(train) [165][3300/3757] lr: 1.937e-04 eta: 4:08:57 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 11.8074 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4894 loss: 1.4894 2022/06/27 11:56:59 - mmengine - INFO - Epoch(train) [165][3320/3757] lr: 1.937e-04 eta: 4:08:52 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 12.4776 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8354 loss: 1.8354 2022/06/27 11:57:05 - mmengine - INFO - Epoch(train) [165][3340/3757] lr: 1.937e-04 eta: 4:08:46 time: 0.253 data_time: 0.008 memory: 5036 grad_norm: 14.7696 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5738 loss: 1.5738 2022/06/27 11:57:10 - mmengine - INFO - Epoch(train) [165][3360/3757] lr: 1.937e-04 eta: 4:08:41 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 12.3869 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6747 loss: 1.6747 2022/06/27 11:57:15 - mmengine - INFO - Epoch(train) [165][3380/3757] lr: 1.937e-04 eta: 4:08:36 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 12.9982 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.1262 loss: 1.1262 2022/06/27 11:57:20 - mmengine - INFO - Epoch(train) [165][3400/3757] lr: 1.937e-04 eta: 4:08:30 time: 0.264 data_time: 0.007 memory: 5036 grad_norm: 14.0115 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.8255 loss: 1.8255 2022/06/27 11:57:26 - mmengine - INFO - Epoch(train) [165][3420/3757] lr: 1.937e-04 eta: 4:08:25 time: 0.252 data_time: 0.005 memory: 5036 grad_norm: 12.0945 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.9094 loss: 1.9094 2022/06/27 11:57:31 - mmengine - INFO - Epoch(train) [165][3440/3757] lr: 1.937e-04 eta: 4:08:20 time: 0.250 data_time: 0.007 memory: 5036 grad_norm: 11.8771 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.3567 loss: 1.3567 2022/06/27 11:57:36 - mmengine - INFO - Epoch(train) [165][3460/3757] lr: 1.937e-04 eta: 4:08:15 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 12.8893 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.1732 loss: 1.1732 2022/06/27 11:57:41 - mmengine - INFO - Epoch(train) [165][3480/3757] lr: 1.937e-04 eta: 4:08:09 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 10.2379 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5157 loss: 1.5157 2022/06/27 11:57:47 - mmengine - INFO - Epoch(train) [165][3500/3757] lr: 1.937e-04 eta: 4:08:04 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 10.6268 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.4520 loss: 1.4520 2022/06/27 11:57:52 - mmengine - INFO - Epoch(train) [165][3520/3757] lr: 1.937e-04 eta: 4:07:59 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 12.9978 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3806 loss: 1.3806 2022/06/27 11:57:57 - mmengine - INFO - Epoch(train) [165][3540/3757] lr: 1.937e-04 eta: 4:07:54 time: 0.271 data_time: 0.007 memory: 5036 grad_norm: 14.7765 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3521 loss: 1.3521 2022/06/27 11:58:03 - mmengine - INFO - Epoch(train) [165][3560/3757] lr: 1.937e-04 eta: 4:07:48 time: 0.259 data_time: 0.009 memory: 5036 grad_norm: 11.2055 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4076 loss: 1.4076 2022/06/27 11:58:08 - mmengine - INFO - Epoch(train) [165][3580/3757] lr: 1.937e-04 eta: 4:07:43 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 9.7050 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7247 loss: 1.7247 2022/06/27 11:58:14 - mmengine - INFO - Epoch(train) [165][3600/3757] lr: 1.937e-04 eta: 4:07:38 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 9.4076 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5544 loss: 1.5544 2022/06/27 11:58:19 - mmengine - INFO - Epoch(train) [165][3620/3757] lr: 1.937e-04 eta: 4:07:33 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 8.4936 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7610 loss: 1.7610 2022/06/27 11:58:24 - mmengine - INFO - Epoch(train) [165][3640/3757] lr: 1.937e-04 eta: 4:07:27 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 9.9979 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.8487 loss: 1.8487 2022/06/27 11:58:30 - mmengine - INFO - Epoch(train) [165][3660/3757] lr: 1.937e-04 eta: 4:07:22 time: 0.482 data_time: 0.008 memory: 5036 grad_norm: 11.0303 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8490 loss: 1.8490 2022/06/27 11:58:35 - mmengine - INFO - Epoch(train) [165][3680/3757] lr: 1.937e-04 eta: 4:07:17 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 15.5312 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.1311 loss: 1.1311 2022/06/27 11:58:40 - mmengine - INFO - Epoch(train) [165][3700/3757] lr: 1.937e-04 eta: 4:07:12 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 12.1050 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3781 loss: 1.3781 2022/06/27 11:58:45 - mmengine - INFO - Epoch(train) [165][3720/3757] lr: 1.937e-04 eta: 4:07:06 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 11.3034 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.1628 loss: 1.1628 2022/06/27 11:58:51 - mmengine - INFO - Epoch(train) [165][3740/3757] lr: 1.937e-04 eta: 4:07:01 time: 0.250 data_time: 0.003 memory: 5036 grad_norm: 14.1803 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.2056 loss: 1.2056 2022/06/27 11:58:55 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 11:58:55 - mmengine - INFO - Saving checkpoint at 165 epochs 2022/06/27 11:59:08 - mmengine - INFO - Epoch(val) [165][20/310] eta: 0:01:45 time: 0.228 data_time: 0.127 memory: 5036 2022/06/27 11:59:12 - mmengine - INFO - Epoch(val) [165][40/310] eta: 0:01:25 time: 0.106 data_time: 0.005 memory: 1723 2022/06/27 11:59:17 - mmengine - INFO - Epoch(val) [165][60/310] eta: 0:00:39 time: 0.103 data_time: 0.002 memory: 1723 2022/06/27 11:59:22 - mmengine - INFO - Epoch(val) [165][80/310] eta: 0:00:24 time: 0.103 data_time: 0.002 memory: 1723 2022/06/27 11:59:29 - mmengine - INFO - Epoch(val) [165][100/310] eta: 0:01:10 time: 0.103 data_time: 0.001 memory: 1723 2022/06/27 11:59:34 - mmengine - INFO - Epoch(val) [165][120/310] eta: 0:01:06 time: 0.292 data_time: 0.190 memory: 1723 2022/06/27 11:59:38 - mmengine - INFO - Epoch(val) [165][140/310] eta: 0:00:45 time: 0.109 data_time: 0.002 memory: 1723 2022/06/27 11:59:43 - mmengine - INFO - Epoch(val) [165][160/310] eta: 0:00:23 time: 0.103 data_time: 0.001 memory: 1723 2022/06/27 11:59:49 - mmengine - INFO - Epoch(val) [165][180/310] eta: 0:00:31 time: 0.109 data_time: 0.007 memory: 1723 2022/06/27 11:59:55 - mmengine - INFO - Epoch(val) [165][200/310] eta: 0:00:39 time: 0.458 data_time: 0.356 memory: 1723 2022/06/27 11:59:59 - mmengine - INFO - Epoch(val) [165][220/310] eta: 0:00:25 time: 0.104 data_time: 0.002 memory: 1723 2022/06/27 12:00:04 - mmengine - INFO - Epoch(val) [165][240/310] eta: 0:00:09 time: 0.103 data_time: 0.002 memory: 1723 2022/06/27 12:00:10 - mmengine - INFO - Epoch(val) [165][260/310] eta: 0:00:14 time: 0.211 data_time: 0.103 memory: 1723 2022/06/27 12:00:15 - mmengine - INFO - Epoch(val) [165][280/310] eta: 0:00:08 time: 0.117 data_time: 0.002 memory: 1723 2022/06/27 12:00:17 - mmengine - INFO - Epoch(val) [165][300/310] eta: 0:00:01 time: 0.102 data_time: 0.001 memory: 1723 2022/06/27 12:00:19 - mmengine - INFO - Epoch(val) [165][310/310] acc/top1: 0.6094 acc/top5: 0.8258 acc/mean1: 0.6093 2022/06/27 12:00:29 - mmengine - INFO - Epoch(train) [166][20/3757] lr: 1.704e-04 eta: 4:06:52 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 12.9423 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7035 loss: 1.7035 2022/06/27 12:00:35 - mmengine - INFO - Epoch(train) [166][40/3757] lr: 1.704e-04 eta: 4:06:46 time: 0.267 data_time: 0.003 memory: 5036 grad_norm: 12.6407 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6214 loss: 1.6214 2022/06/27 12:00:41 - mmengine - INFO - Epoch(train) [166][60/3757] lr: 1.704e-04 eta: 4:06:41 time: 0.256 data_time: 0.004 memory: 5036 grad_norm: 11.7962 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3014 loss: 1.3014 2022/06/27 12:00:46 - mmengine - INFO - Epoch(train) [166][80/3757] lr: 1.704e-04 eta: 4:06:36 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 12.1533 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7888 loss: 1.7888 2022/06/27 12:00:50 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 12:00:51 - mmengine - INFO - Epoch(train) [166][100/3757] lr: 1.704e-04 eta: 4:06:31 time: 0.276 data_time: 0.003 memory: 5036 grad_norm: 13.6184 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5463 loss: 1.5463 2022/06/27 12:00:57 - mmengine - INFO - Epoch(train) [166][120/3757] lr: 1.704e-04 eta: 4:06:25 time: 0.253 data_time: 0.004 memory: 5036 grad_norm: 12.4210 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5963 loss: 1.5963 2022/06/27 12:01:02 - mmengine - INFO - Epoch(train) [166][140/3757] lr: 1.704e-04 eta: 4:06:20 time: 0.252 data_time: 0.004 memory: 5036 grad_norm: 13.2203 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.6476 loss: 1.6476 2022/06/27 12:01:07 - mmengine - INFO - Epoch(train) [166][160/3757] lr: 1.704e-04 eta: 4:06:15 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 13.2520 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7512 loss: 1.7512 2022/06/27 12:01:13 - mmengine - INFO - Epoch(train) [166][180/3757] lr: 1.704e-04 eta: 4:06:10 time: 0.272 data_time: 0.003 memory: 5036 grad_norm: 13.0933 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.5790 loss: 1.5790 2022/06/27 12:01:18 - mmengine - INFO - Epoch(train) [166][200/3757] lr: 1.704e-04 eta: 4:06:04 time: 0.260 data_time: 0.004 memory: 5036 grad_norm: 12.8398 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5148 loss: 1.5148 2022/06/27 12:01:24 - mmengine - INFO - Epoch(train) [166][220/3757] lr: 1.704e-04 eta: 4:05:59 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 11.7787 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3792 loss: 1.3792 2022/06/27 12:01:29 - mmengine - INFO - Epoch(train) [166][240/3757] lr: 1.704e-04 eta: 4:05:54 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 13.8228 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1809 loss: 1.1809 2022/06/27 12:01:34 - mmengine - INFO - Epoch(train) [166][260/3757] lr: 1.704e-04 eta: 4:05:49 time: 0.261 data_time: 0.010 memory: 5036 grad_norm: 14.6924 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.6619 loss: 1.6619 2022/06/27 12:01:40 - mmengine - INFO - Epoch(train) [166][280/3757] lr: 1.704e-04 eta: 4:05:43 time: 0.478 data_time: 0.009 memory: 5036 grad_norm: 12.7780 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0347 loss: 2.0347 2022/06/27 12:01:45 - mmengine - INFO - Epoch(train) [166][300/3757] lr: 1.704e-04 eta: 4:05:38 time: 0.257 data_time: 0.010 memory: 5036 grad_norm: 11.2465 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5404 loss: 1.5404 2022/06/27 12:01:50 - mmengine - INFO - Epoch(train) [166][320/3757] lr: 1.704e-04 eta: 4:05:33 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 13.1315 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8724 loss: 1.8724 2022/06/27 12:01:56 - mmengine - INFO - Epoch(train) [166][340/3757] lr: 1.704e-04 eta: 4:05:28 time: 0.259 data_time: 0.010 memory: 5036 grad_norm: 11.3205 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.5899 loss: 1.5899 2022/06/27 12:02:01 - mmengine - INFO - Epoch(train) [166][360/3757] lr: 1.704e-04 eta: 4:05:22 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 13.9504 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.5293 loss: 1.5293 2022/06/27 12:02:06 - mmengine - INFO - Epoch(train) [166][380/3757] lr: 1.704e-04 eta: 4:05:17 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 15.4280 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.5672 loss: 1.5672 2022/06/27 12:02:11 - mmengine - INFO - Epoch(train) [166][400/3757] lr: 1.704e-04 eta: 4:05:12 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 13.8413 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4444 loss: 1.4444 2022/06/27 12:02:17 - mmengine - INFO - Epoch(train) [166][420/3757] lr: 1.704e-04 eta: 4:05:07 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 12.3360 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4645 loss: 1.4645 2022/06/27 12:02:22 - mmengine - INFO - Epoch(train) [166][440/3757] lr: 1.704e-04 eta: 4:05:01 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 13.9390 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.8559 loss: 1.8559 2022/06/27 12:02:27 - mmengine - INFO - Epoch(train) [166][460/3757] lr: 1.704e-04 eta: 4:04:56 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 15.1855 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6847 loss: 1.6847 2022/06/27 12:02:33 - mmengine - INFO - Epoch(train) [166][480/3757] lr: 1.704e-04 eta: 4:04:51 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 12.5147 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3599 loss: 1.3599 2022/06/27 12:02:38 - mmengine - INFO - Epoch(train) [166][500/3757] lr: 1.704e-04 eta: 4:04:46 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 13.9531 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.2889 loss: 1.2889 2022/06/27 12:02:43 - mmengine - INFO - Epoch(train) [166][520/3757] lr: 1.704e-04 eta: 4:04:40 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 13.5830 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7315 loss: 1.7315 2022/06/27 12:02:48 - mmengine - INFO - Epoch(train) [166][540/3757] lr: 1.704e-04 eta: 4:04:35 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 11.2972 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6317 loss: 1.6317 2022/06/27 12:02:54 - mmengine - INFO - Epoch(train) [166][560/3757] lr: 1.704e-04 eta: 4:04:30 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 11.3945 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4930 loss: 1.4930 2022/06/27 12:02:59 - mmengine - INFO - Epoch(train) [166][580/3757] lr: 1.704e-04 eta: 4:04:25 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 12.9258 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.9524 loss: 1.9524 2022/06/27 12:03:04 - mmengine - INFO - Epoch(train) [166][600/3757] lr: 1.704e-04 eta: 4:04:19 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 12.4270 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.6207 loss: 1.6207 2022/06/27 12:03:10 - mmengine - INFO - Epoch(train) [166][620/3757] lr: 1.704e-04 eta: 4:04:14 time: 0.269 data_time: 0.009 memory: 5036 grad_norm: 13.3562 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3750 loss: 1.3750 2022/06/27 12:03:15 - mmengine - INFO - Epoch(train) [166][640/3757] lr: 1.704e-04 eta: 4:04:09 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 10.6692 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.3113 loss: 1.3113 2022/06/27 12:03:20 - mmengine - INFO - Epoch(train) [166][660/3757] lr: 1.704e-04 eta: 4:04:04 time: 0.254 data_time: 0.011 memory: 5036 grad_norm: 9.6961 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.7048 loss: 1.7048 2022/06/27 12:03:26 - mmengine - INFO - Epoch(train) [166][680/3757] lr: 1.704e-04 eta: 4:03:58 time: 0.260 data_time: 0.010 memory: 5036 grad_norm: 10.8586 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2541 loss: 1.2541 2022/06/27 12:03:31 - mmengine - INFO - Epoch(train) [166][700/3757] lr: 1.704e-04 eta: 4:03:53 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 11.8357 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.2838 loss: 1.2838 2022/06/27 12:03:36 - mmengine - INFO - Epoch(train) [166][720/3757] lr: 1.704e-04 eta: 4:03:48 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 13.6711 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5026 loss: 1.5026 2022/06/27 12:03:41 - mmengine - INFO - Epoch(train) [166][740/3757] lr: 1.704e-04 eta: 4:03:42 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 11.5559 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.6386 loss: 1.6386 2022/06/27 12:03:47 - mmengine - INFO - Epoch(train) [166][760/3757] lr: 1.704e-04 eta: 4:03:37 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 11.2400 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5334 loss: 1.5334 2022/06/27 12:03:52 - mmengine - INFO - Epoch(train) [166][780/3757] lr: 1.704e-04 eta: 4:03:32 time: 0.258 data_time: 0.013 memory: 5036 grad_norm: 12.5687 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.6238 loss: 1.6238 2022/06/27 12:03:57 - mmengine - INFO - Epoch(train) [166][800/3757] lr: 1.704e-04 eta: 4:03:27 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 11.8810 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4173 loss: 1.4173 2022/06/27 12:04:02 - mmengine - INFO - Epoch(train) [166][820/3757] lr: 1.704e-04 eta: 4:03:21 time: 0.265 data_time: 0.007 memory: 5036 grad_norm: 11.6486 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1320 loss: 2.1320 2022/06/27 12:04:08 - mmengine - INFO - Epoch(train) [166][840/3757] lr: 1.704e-04 eta: 4:03:16 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 11.7370 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4722 loss: 1.4722 2022/06/27 12:04:13 - mmengine - INFO - Epoch(train) [166][860/3757] lr: 1.704e-04 eta: 4:03:11 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 12.3884 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5429 loss: 1.5429 2022/06/27 12:04:18 - mmengine - INFO - Epoch(train) [166][880/3757] lr: 1.704e-04 eta: 4:03:06 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 11.1453 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3620 loss: 1.3620 2022/06/27 12:04:23 - mmengine - INFO - Epoch(train) [166][900/3757] lr: 1.704e-04 eta: 4:03:00 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 13.7830 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8327 loss: 1.8327 2022/06/27 12:04:29 - mmengine - INFO - Epoch(train) [166][920/3757] lr: 1.704e-04 eta: 4:02:55 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 14.3512 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6828 loss: 1.6828 2022/06/27 12:04:34 - mmengine - INFO - Epoch(train) [166][940/3757] lr: 1.704e-04 eta: 4:02:50 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 14.7405 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3648 loss: 1.3648 2022/06/27 12:04:39 - mmengine - INFO - Epoch(train) [166][960/3757] lr: 1.704e-04 eta: 4:02:45 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 12.0875 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6501 loss: 1.6501 2022/06/27 12:04:45 - mmengine - INFO - Epoch(train) [166][980/3757] lr: 1.704e-04 eta: 4:02:39 time: 0.264 data_time: 0.006 memory: 5036 grad_norm: 11.9587 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4767 loss: 1.4767 2022/06/27 12:04:50 - mmengine - INFO - Epoch(train) [166][1000/3757] lr: 1.704e-04 eta: 4:02:34 time: 0.509 data_time: 0.007 memory: 5036 grad_norm: 11.8902 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0854 loss: 2.0854 2022/06/27 12:04:55 - mmengine - INFO - Epoch(train) [166][1020/3757] lr: 1.704e-04 eta: 4:02:29 time: 0.251 data_time: 0.007 memory: 5036 grad_norm: 12.2558 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3388 loss: 1.3388 2022/06/27 12:05:01 - mmengine - INFO - Epoch(train) [166][1040/3757] lr: 1.704e-04 eta: 4:02:24 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 12.3728 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.8280 loss: 1.8280 2022/06/27 12:05:06 - mmengine - INFO - Epoch(train) [166][1060/3757] lr: 1.704e-04 eta: 4:02:18 time: 0.257 data_time: 0.010 memory: 5036 grad_norm: 13.9718 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4513 loss: 1.4513 2022/06/27 12:05:11 - mmengine - INFO - Epoch(train) [166][1080/3757] lr: 1.704e-04 eta: 4:02:13 time: 0.261 data_time: 0.005 memory: 5036 grad_norm: 11.7135 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.6078 loss: 1.6078 2022/06/27 12:05:15 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 12:05:16 - mmengine - INFO - Epoch(train) [166][1100/3757] lr: 1.704e-04 eta: 4:02:08 time: 0.258 data_time: 0.004 memory: 5036 grad_norm: 10.0886 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4010 loss: 1.4010 2022/06/27 12:05:22 - mmengine - INFO - Epoch(train) [166][1120/3757] lr: 1.704e-04 eta: 4:02:03 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 11.4753 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.2945 loss: 1.2945 2022/06/27 12:05:27 - mmengine - INFO - Epoch(train) [166][1140/3757] lr: 1.704e-04 eta: 4:01:57 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 15.8289 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.8176 loss: 1.8176 2022/06/27 12:05:32 - mmengine - INFO - Epoch(train) [166][1160/3757] lr: 1.704e-04 eta: 4:01:52 time: 0.260 data_time: 0.011 memory: 5036 grad_norm: 11.7202 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4244 loss: 1.4244 2022/06/27 12:05:38 - mmengine - INFO - Epoch(train) [166][1180/3757] lr: 1.704e-04 eta: 4:01:47 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 14.5688 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6960 loss: 1.6960 2022/06/27 12:05:43 - mmengine - INFO - Epoch(train) [166][1200/3757] lr: 1.704e-04 eta: 4:01:42 time: 0.260 data_time: 0.010 memory: 5036 grad_norm: 14.0066 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.7304 loss: 1.7304 2022/06/27 12:05:48 - mmengine - INFO - Epoch(train) [166][1220/3757] lr: 1.704e-04 eta: 4:01:36 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 13.8411 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5703 loss: 1.5703 2022/06/27 12:05:54 - mmengine - INFO - Epoch(train) [166][1240/3757] lr: 1.704e-04 eta: 4:01:31 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 11.9037 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7708 loss: 1.7708 2022/06/27 12:05:59 - mmengine - INFO - Epoch(train) [166][1260/3757] lr: 1.704e-04 eta: 4:01:26 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 11.0718 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.5666 loss: 1.5666 2022/06/27 12:06:04 - mmengine - INFO - Epoch(train) [166][1280/3757] lr: 1.704e-04 eta: 4:01:21 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 15.2770 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.3672 loss: 1.3672 2022/06/27 12:06:09 - mmengine - INFO - Epoch(train) [166][1300/3757] lr: 1.704e-04 eta: 4:01:15 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 12.0874 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5903 loss: 1.5903 2022/06/27 12:06:15 - mmengine - INFO - Epoch(train) [166][1320/3757] lr: 1.704e-04 eta: 4:01:10 time: 0.268 data_time: 0.006 memory: 5036 grad_norm: 11.3568 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8856 loss: 1.8856 2022/06/27 12:06:20 - mmengine - INFO - Epoch(train) [166][1340/3757] lr: 1.704e-04 eta: 4:01:05 time: 0.373 data_time: 0.005 memory: 5036 grad_norm: 13.7191 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5624 loss: 1.5624 2022/06/27 12:06:26 - mmengine - INFO - Epoch(train) [166][1360/3757] lr: 1.704e-04 eta: 4:00:59 time: 0.259 data_time: 0.009 memory: 5036 grad_norm: 14.3309 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.1233 loss: 1.1233 2022/06/27 12:06:31 - mmengine - INFO - Epoch(train) [166][1380/3757] lr: 1.704e-04 eta: 4:00:54 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 11.9137 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.4285 loss: 1.4285 2022/06/27 12:06:36 - mmengine - INFO - Epoch(train) [166][1400/3757] lr: 1.704e-04 eta: 4:00:49 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 12.5983 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.5872 loss: 1.5872 2022/06/27 12:06:41 - mmengine - INFO - Epoch(train) [166][1420/3757] lr: 1.704e-04 eta: 4:00:44 time: 0.263 data_time: 0.007 memory: 5036 grad_norm: 11.8187 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6768 loss: 1.6768 2022/06/27 12:06:47 - mmengine - INFO - Epoch(train) [166][1440/3757] lr: 1.704e-04 eta: 4:00:38 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 14.8571 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6604 loss: 1.6604 2022/06/27 12:06:52 - mmengine - INFO - Epoch(train) [166][1460/3757] lr: 1.704e-04 eta: 4:00:33 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 10.4824 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6737 loss: 1.6737 2022/06/27 12:06:57 - mmengine - INFO - Epoch(train) [166][1480/3757] lr: 1.704e-04 eta: 4:00:28 time: 0.268 data_time: 0.007 memory: 5036 grad_norm: 10.9432 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5629 loss: 1.5629 2022/06/27 12:07:03 - mmengine - INFO - Epoch(train) [166][1500/3757] lr: 1.704e-04 eta: 4:00:23 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 13.8346 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5740 loss: 1.5740 2022/06/27 12:07:08 - mmengine - INFO - Epoch(train) [166][1520/3757] lr: 1.704e-04 eta: 4:00:17 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 13.4836 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.2554 loss: 1.2554 2022/06/27 12:07:13 - mmengine - INFO - Epoch(train) [166][1540/3757] lr: 1.704e-04 eta: 4:00:12 time: 0.267 data_time: 0.012 memory: 5036 grad_norm: 13.1444 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7385 loss: 1.7385 2022/06/27 12:07:19 - mmengine - INFO - Epoch(train) [166][1560/3757] lr: 1.704e-04 eta: 4:00:07 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 13.5157 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2686 loss: 1.2686 2022/06/27 12:07:24 - mmengine - INFO - Epoch(train) [166][1580/3757] lr: 1.704e-04 eta: 4:00:02 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 12.7534 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.4905 loss: 1.4905 2022/06/27 12:07:29 - mmengine - INFO - Epoch(train) [166][1600/3757] lr: 1.704e-04 eta: 3:59:56 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 13.1577 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.4700 loss: 1.4700 2022/06/27 12:07:35 - mmengine - INFO - Epoch(train) [166][1620/3757] lr: 1.704e-04 eta: 3:59:51 time: 0.255 data_time: 0.011 memory: 5036 grad_norm: 12.4268 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8177 loss: 1.8177 2022/06/27 12:07:40 - mmengine - INFO - Epoch(train) [166][1640/3757] lr: 1.704e-04 eta: 3:59:46 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 9.6415 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5511 loss: 1.5511 2022/06/27 12:07:45 - mmengine - INFO - Epoch(train) [166][1660/3757] lr: 1.704e-04 eta: 3:59:41 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 11.9000 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6410 loss: 1.6410 2022/06/27 12:07:50 - mmengine - INFO - Epoch(train) [166][1680/3757] lr: 1.704e-04 eta: 3:59:35 time: 0.274 data_time: 0.003 memory: 5036 grad_norm: 11.1101 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7297 loss: 1.7297 2022/06/27 12:07:56 - mmengine - INFO - Epoch(train) [166][1700/3757] lr: 1.704e-04 eta: 3:59:30 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 14.0316 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.7920 loss: 1.7920 2022/06/27 12:08:01 - mmengine - INFO - Epoch(train) [166][1720/3757] lr: 1.704e-04 eta: 3:59:25 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 13.2686 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5951 loss: 1.5951 2022/06/27 12:08:06 - mmengine - INFO - Epoch(train) [166][1740/3757] lr: 1.704e-04 eta: 3:59:20 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 10.6959 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5309 loss: 1.5309 2022/06/27 12:08:12 - mmengine - INFO - Epoch(train) [166][1760/3757] lr: 1.704e-04 eta: 3:59:14 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 11.7258 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.6485 loss: 1.6485 2022/06/27 12:08:17 - mmengine - INFO - Epoch(train) [166][1780/3757] lr: 1.704e-04 eta: 3:59:09 time: 0.260 data_time: 0.010 memory: 5036 grad_norm: 12.6135 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4487 loss: 1.4487 2022/06/27 12:08:22 - mmengine - INFO - Epoch(train) [166][1800/3757] lr: 1.704e-04 eta: 3:59:04 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 12.5769 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.3709 loss: 1.3709 2022/06/27 12:08:28 - mmengine - INFO - Epoch(train) [166][1820/3757] lr: 1.704e-04 eta: 3:58:59 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 13.6091 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5418 loss: 1.5418 2022/06/27 12:08:33 - mmengine - INFO - Epoch(train) [166][1840/3757] lr: 1.704e-04 eta: 3:58:53 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 11.3767 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.6631 loss: 1.6631 2022/06/27 12:08:38 - mmengine - INFO - Epoch(train) [166][1860/3757] lr: 1.704e-04 eta: 3:58:48 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 10.7830 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3578 loss: 1.3578 2022/06/27 12:08:43 - mmengine - INFO - Epoch(train) [166][1880/3757] lr: 1.704e-04 eta: 3:58:43 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 12.1276 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5506 loss: 1.5506 2022/06/27 12:08:49 - mmengine - INFO - Epoch(train) [166][1900/3757] lr: 1.704e-04 eta: 3:58:38 time: 0.274 data_time: 0.007 memory: 5036 grad_norm: 11.0308 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4251 loss: 1.4251 2022/06/27 12:08:54 - mmengine - INFO - Epoch(train) [166][1920/3757] lr: 1.704e-04 eta: 3:58:32 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 12.0208 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.7398 loss: 1.7398 2022/06/27 12:08:59 - mmengine - INFO - Epoch(train) [166][1940/3757] lr: 1.704e-04 eta: 3:58:27 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 13.2111 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3651 loss: 1.3651 2022/06/27 12:09:05 - mmengine - INFO - Epoch(train) [166][1960/3757] lr: 1.704e-04 eta: 3:58:22 time: 0.255 data_time: 0.010 memory: 5036 grad_norm: 12.9946 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.4803 loss: 1.4803 2022/06/27 12:09:10 - mmengine - INFO - Epoch(train) [166][1980/3757] lr: 1.704e-04 eta: 3:58:17 time: 0.258 data_time: 0.013 memory: 5036 grad_norm: 13.2826 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8136 loss: 1.8136 2022/06/27 12:09:15 - mmengine - INFO - Epoch(train) [166][2000/3757] lr: 1.704e-04 eta: 3:58:11 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 10.2596 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5970 loss: 1.5970 2022/06/27 12:09:21 - mmengine - INFO - Epoch(train) [166][2020/3757] lr: 1.704e-04 eta: 3:58:06 time: 0.270 data_time: 0.003 memory: 5036 grad_norm: 13.2767 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7204 loss: 1.7204 2022/06/27 12:09:26 - mmengine - INFO - Epoch(train) [166][2040/3757] lr: 1.704e-04 eta: 3:58:01 time: 0.260 data_time: 0.009 memory: 5036 grad_norm: 12.6542 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4756 loss: 1.4756 2022/06/27 12:09:31 - mmengine - INFO - Epoch(train) [166][2060/3757] lr: 1.704e-04 eta: 3:57:55 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 14.8961 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.6307 loss: 1.6307 2022/06/27 12:09:37 - mmengine - INFO - Epoch(train) [166][2080/3757] lr: 1.704e-04 eta: 3:57:50 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 11.9587 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4910 loss: 1.4910 2022/06/27 12:09:41 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 12:09:42 - mmengine - INFO - Epoch(train) [166][2100/3757] lr: 1.704e-04 eta: 3:57:45 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 11.7502 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2665 loss: 1.2665 2022/06/27 12:09:47 - mmengine - INFO - Epoch(train) [166][2120/3757] lr: 1.704e-04 eta: 3:57:40 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 10.5525 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5433 loss: 1.5433 2022/06/27 12:09:53 - mmengine - INFO - Epoch(train) [166][2140/3757] lr: 1.704e-04 eta: 3:57:34 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 15.3057 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.5185 loss: 1.5185 2022/06/27 12:09:58 - mmengine - INFO - Epoch(train) [166][2160/3757] lr: 1.704e-04 eta: 3:57:29 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 11.8722 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7096 loss: 1.7096 2022/06/27 12:10:03 - mmengine - INFO - Epoch(train) [166][2180/3757] lr: 1.704e-04 eta: 3:57:24 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 13.0941 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.5168 loss: 1.5168 2022/06/27 12:10:08 - mmengine - INFO - Epoch(train) [166][2200/3757] lr: 1.704e-04 eta: 3:57:19 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 12.9247 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.7694 loss: 1.7694 2022/06/27 12:10:14 - mmengine - INFO - Epoch(train) [166][2220/3757] lr: 1.704e-04 eta: 3:57:13 time: 0.265 data_time: 0.009 memory: 5036 grad_norm: 11.3585 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3344 loss: 1.3344 2022/06/27 12:10:19 - mmengine - INFO - Epoch(train) [166][2240/3757] lr: 1.704e-04 eta: 3:57:08 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 14.7152 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7393 loss: 1.7393 2022/06/27 12:10:24 - mmengine - INFO - Epoch(train) [166][2260/3757] lr: 1.704e-04 eta: 3:57:03 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 12.0104 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5688 loss: 1.5688 2022/06/27 12:10:29 - mmengine - INFO - Epoch(train) [166][2280/3757] lr: 1.704e-04 eta: 3:56:58 time: 0.264 data_time: 0.007 memory: 5036 grad_norm: 13.8348 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5354 loss: 1.5354 2022/06/27 12:10:35 - mmengine - INFO - Epoch(train) [166][2300/3757] lr: 1.704e-04 eta: 3:56:52 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 13.8465 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2911 loss: 1.2911 2022/06/27 12:10:40 - mmengine - INFO - Epoch(train) [166][2320/3757] lr: 1.704e-04 eta: 3:56:47 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 12.9970 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4148 loss: 1.4148 2022/06/27 12:10:45 - mmengine - INFO - Epoch(train) [166][2340/3757] lr: 1.704e-04 eta: 3:56:42 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 14.5259 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.0186 loss: 2.0186 2022/06/27 12:10:51 - mmengine - INFO - Epoch(train) [166][2360/3757] lr: 1.704e-04 eta: 3:56:37 time: 0.582 data_time: 0.006 memory: 5036 grad_norm: 8.9024 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6422 loss: 1.6422 2022/06/27 12:10:56 - mmengine - INFO - Epoch(train) [166][2380/3757] lr: 1.704e-04 eta: 3:56:31 time: 0.268 data_time: 0.010 memory: 5036 grad_norm: 11.4320 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3271 loss: 1.3271 2022/06/27 12:11:01 - mmengine - INFO - Epoch(train) [166][2400/3757] lr: 1.704e-04 eta: 3:56:26 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 12.3443 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6664 loss: 1.6664 2022/06/27 12:11:07 - mmengine - INFO - Epoch(train) [166][2420/3757] lr: 1.704e-04 eta: 3:56:21 time: 0.261 data_time: 0.011 memory: 5036 grad_norm: 12.3973 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.6183 loss: 1.6183 2022/06/27 12:11:12 - mmengine - INFO - Epoch(train) [166][2440/3757] lr: 1.704e-04 eta: 3:56:16 time: 0.253 data_time: 0.010 memory: 5036 grad_norm: 11.3191 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3384 loss: 1.3384 2022/06/27 12:11:17 - mmengine - INFO - Epoch(train) [166][2460/3757] lr: 1.704e-04 eta: 3:56:10 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 16.3223 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4669 loss: 1.4669 2022/06/27 12:11:23 - mmengine - INFO - Epoch(train) [166][2480/3757] lr: 1.704e-04 eta: 3:56:05 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 11.7368 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5082 loss: 1.5082 2022/06/27 12:11:28 - mmengine - INFO - Epoch(train) [166][2500/3757] lr: 1.704e-04 eta: 3:56:00 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 12.3094 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.2116 loss: 1.2116 2022/06/27 12:11:34 - mmengine - INFO - Epoch(train) [166][2520/3757] lr: 1.704e-04 eta: 3:55:55 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 13.7324 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.2572 loss: 1.2572 2022/06/27 12:11:39 - mmengine - INFO - Epoch(train) [166][2540/3757] lr: 1.704e-04 eta: 3:55:49 time: 0.260 data_time: 0.010 memory: 5036 grad_norm: 12.9503 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.6174 loss: 1.6174 2022/06/27 12:11:44 - mmengine - INFO - Epoch(train) [166][2560/3757] lr: 1.704e-04 eta: 3:55:44 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 12.6372 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 2.3567 loss: 2.3567 2022/06/27 12:11:50 - mmengine - INFO - Epoch(train) [166][2580/3757] lr: 1.704e-04 eta: 3:55:39 time: 0.267 data_time: 0.006 memory: 5036 grad_norm: 14.2631 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4662 loss: 1.4662 2022/06/27 12:11:55 - mmengine - INFO - Epoch(train) [166][2600/3757] lr: 1.704e-04 eta: 3:55:34 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 12.3115 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.0299 loss: 1.0299 2022/06/27 12:12:00 - mmengine - INFO - Epoch(train) [166][2620/3757] lr: 1.704e-04 eta: 3:55:28 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 11.4082 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8366 loss: 1.8366 2022/06/27 12:12:05 - mmengine - INFO - Epoch(train) [166][2640/3757] lr: 1.704e-04 eta: 3:55:23 time: 0.267 data_time: 0.006 memory: 5036 grad_norm: 13.0306 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.4347 loss: 1.4347 2022/06/27 12:12:11 - mmengine - INFO - Epoch(train) [166][2660/3757] lr: 1.704e-04 eta: 3:55:18 time: 0.299 data_time: 0.007 memory: 5036 grad_norm: 16.5493 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.5294 loss: 1.5294 2022/06/27 12:12:16 - mmengine - INFO - Epoch(train) [166][2680/3757] lr: 1.704e-04 eta: 3:55:13 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 11.4561 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.4022 loss: 1.4022 2022/06/27 12:12:21 - mmengine - INFO - Epoch(train) [166][2700/3757] lr: 1.704e-04 eta: 3:55:07 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 13.4915 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.7252 loss: 1.7252 2022/06/27 12:12:26 - mmengine - INFO - Epoch(train) [166][2720/3757] lr: 1.704e-04 eta: 3:55:02 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 12.4975 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7305 loss: 1.7305 2022/06/27 12:12:32 - mmengine - INFO - Epoch(train) [166][2740/3757] lr: 1.704e-04 eta: 3:54:57 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 12.7454 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4918 loss: 1.4918 2022/06/27 12:12:37 - mmengine - INFO - Epoch(train) [166][2760/3757] lr: 1.704e-04 eta: 3:54:51 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 14.2691 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.0970 loss: 1.0970 2022/06/27 12:12:43 - mmengine - INFO - Epoch(train) [166][2780/3757] lr: 1.704e-04 eta: 3:54:46 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 13.1601 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.4349 loss: 1.4349 2022/06/27 12:12:48 - mmengine - INFO - Epoch(train) [166][2800/3757] lr: 1.704e-04 eta: 3:54:41 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 10.8579 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3992 loss: 1.3992 2022/06/27 12:12:53 - mmengine - INFO - Epoch(train) [166][2820/3757] lr: 1.704e-04 eta: 3:54:36 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 11.1939 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3981 loss: 1.3981 2022/06/27 12:12:58 - mmengine - INFO - Epoch(train) [166][2840/3757] lr: 1.704e-04 eta: 3:54:30 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 13.7868 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.6959 loss: 1.6959 2022/06/27 12:13:03 - mmengine - INFO - Epoch(train) [166][2860/3757] lr: 1.704e-04 eta: 3:54:25 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 10.7491 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.0144 loss: 1.0144 2022/06/27 12:13:09 - mmengine - INFO - Epoch(train) [166][2880/3757] lr: 1.704e-04 eta: 3:54:20 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 11.7904 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.8993 loss: 1.8993 2022/06/27 12:13:14 - mmengine - INFO - Epoch(train) [166][2900/3757] lr: 1.704e-04 eta: 3:54:15 time: 0.259 data_time: 0.009 memory: 5036 grad_norm: 12.7472 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.2512 loss: 1.2512 2022/06/27 12:13:19 - mmengine - INFO - Epoch(train) [166][2920/3757] lr: 1.704e-04 eta: 3:54:09 time: 0.268 data_time: 0.003 memory: 5036 grad_norm: 9.8785 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.5975 loss: 1.5975 2022/06/27 12:13:24 - mmengine - INFO - Epoch(train) [166][2940/3757] lr: 1.704e-04 eta: 3:54:04 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 12.1334 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3860 loss: 1.3860 2022/06/27 12:13:30 - mmengine - INFO - Epoch(train) [166][2960/3757] lr: 1.704e-04 eta: 3:53:59 time: 0.263 data_time: 0.007 memory: 5036 grad_norm: 12.7400 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7150 loss: 1.7150 2022/06/27 12:13:35 - mmengine - INFO - Epoch(train) [166][2980/3757] lr: 1.704e-04 eta: 3:53:54 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 13.2695 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0783 loss: 2.0783 2022/06/27 12:13:40 - mmengine - INFO - Epoch(train) [166][3000/3757] lr: 1.704e-04 eta: 3:53:48 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 11.1709 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6802 loss: 1.6802 2022/06/27 12:13:45 - mmengine - INFO - Epoch(train) [166][3020/3757] lr: 1.704e-04 eta: 3:53:43 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 14.4146 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3807 loss: 1.3807 2022/06/27 12:13:51 - mmengine - INFO - Epoch(train) [166][3040/3757] lr: 1.704e-04 eta: 3:53:38 time: 0.473 data_time: 0.007 memory: 5036 grad_norm: 13.5865 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6100 loss: 1.6100 2022/06/27 12:13:56 - mmengine - INFO - Epoch(train) [166][3060/3757] lr: 1.704e-04 eta: 3:53:33 time: 0.262 data_time: 0.009 memory: 5036 grad_norm: 9.1930 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4046 loss: 1.4046 2022/06/27 12:14:02 - mmengine - INFO - Epoch(train) [166][3080/3757] lr: 1.704e-04 eta: 3:53:27 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 10.7023 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6250 loss: 1.6250 2022/06/27 12:14:05 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 12:14:07 - mmengine - INFO - Epoch(train) [166][3100/3757] lr: 1.704e-04 eta: 3:53:22 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 12.5163 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3324 loss: 1.3324 2022/06/27 12:14:12 - mmengine - INFO - Epoch(train) [166][3120/3757] lr: 1.704e-04 eta: 3:53:17 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 16.8955 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6454 loss: 1.6454 2022/06/27 12:14:17 - mmengine - INFO - Epoch(train) [166][3140/3757] lr: 1.704e-04 eta: 3:53:12 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 12.6075 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7480 loss: 1.7480 2022/06/27 12:14:23 - mmengine - INFO - Epoch(train) [166][3160/3757] lr: 1.704e-04 eta: 3:53:06 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 11.0265 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5591 loss: 1.5591 2022/06/27 12:14:28 - mmengine - INFO - Epoch(train) [166][3180/3757] lr: 1.704e-04 eta: 3:53:01 time: 0.259 data_time: 0.009 memory: 5036 grad_norm: 16.4166 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8035 loss: 1.8035 2022/06/27 12:14:33 - mmengine - INFO - Epoch(train) [166][3200/3757] lr: 1.704e-04 eta: 3:52:56 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 12.0794 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.8468 loss: 1.8468 2022/06/27 12:14:39 - mmengine - INFO - Epoch(train) [166][3220/3757] lr: 1.704e-04 eta: 3:52:51 time: 0.275 data_time: 0.007 memory: 5036 grad_norm: 13.6303 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5533 loss: 1.5533 2022/06/27 12:14:44 - mmengine - INFO - Epoch(train) [166][3240/3757] lr: 1.704e-04 eta: 3:52:45 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 12.9943 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3876 loss: 1.3876 2022/06/27 12:14:49 - mmengine - INFO - Epoch(train) [166][3260/3757] lr: 1.704e-04 eta: 3:52:40 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 10.6091 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.4921 loss: 1.4921 2022/06/27 12:14:55 - mmengine - INFO - Epoch(train) [166][3280/3757] lr: 1.704e-04 eta: 3:52:35 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 10.9679 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4405 loss: 1.4405 2022/06/27 12:15:00 - mmengine - INFO - Epoch(train) [166][3300/3757] lr: 1.704e-04 eta: 3:52:29 time: 0.256 data_time: 0.013 memory: 5036 grad_norm: 13.6282 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7492 loss: 1.7492 2022/06/27 12:15:05 - mmengine - INFO - Epoch(train) [166][3320/3757] lr: 1.704e-04 eta: 3:52:24 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 14.1939 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.5482 loss: 1.5482 2022/06/27 12:15:10 - mmengine - INFO - Epoch(train) [166][3340/3757] lr: 1.704e-04 eta: 3:52:19 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 13.9700 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8180 loss: 1.8180 2022/06/27 12:15:16 - mmengine - INFO - Epoch(train) [166][3360/3757] lr: 1.704e-04 eta: 3:52:14 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 12.6826 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5576 loss: 1.5576 2022/06/27 12:15:21 - mmengine - INFO - Epoch(train) [166][3380/3757] lr: 1.704e-04 eta: 3:52:08 time: 0.408 data_time: 0.003 memory: 5036 grad_norm: 14.3780 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5685 loss: 1.5685 2022/06/27 12:15:26 - mmengine - INFO - Epoch(train) [166][3400/3757] lr: 1.704e-04 eta: 3:52:03 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 11.9747 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4160 loss: 1.4160 2022/06/27 12:15:32 - mmengine - INFO - Epoch(train) [166][3420/3757] lr: 1.704e-04 eta: 3:51:58 time: 0.259 data_time: 0.008 memory: 5036 grad_norm: 13.1810 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.7067 loss: 1.7067 2022/06/27 12:15:37 - mmengine - INFO - Epoch(train) [166][3440/3757] lr: 1.704e-04 eta: 3:51:53 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 11.0191 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.2469 loss: 1.2469 2022/06/27 12:15:42 - mmengine - INFO - Epoch(train) [166][3460/3757] lr: 1.704e-04 eta: 3:51:47 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 11.3876 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4020 loss: 1.4020 2022/06/27 12:15:47 - mmengine - INFO - Epoch(train) [166][3480/3757] lr: 1.704e-04 eta: 3:51:42 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 12.5545 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.4908 loss: 2.4908 2022/06/27 12:15:53 - mmengine - INFO - Epoch(train) [166][3500/3757] lr: 1.704e-04 eta: 3:51:37 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 10.3071 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5038 loss: 1.5038 2022/06/27 12:15:58 - mmengine - INFO - Epoch(train) [166][3520/3757] lr: 1.704e-04 eta: 3:51:32 time: 0.255 data_time: 0.010 memory: 5036 grad_norm: 12.2702 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9261 loss: 1.9261 2022/06/27 12:16:03 - mmengine - INFO - Epoch(train) [166][3540/3757] lr: 1.704e-04 eta: 3:51:26 time: 0.258 data_time: 0.010 memory: 5036 grad_norm: 12.9845 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9991 loss: 1.9991 2022/06/27 12:16:09 - mmengine - INFO - Epoch(train) [166][3560/3757] lr: 1.704e-04 eta: 3:51:21 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 12.0777 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 1.7386 loss: 1.7386 2022/06/27 12:16:14 - mmengine - INFO - Epoch(train) [166][3580/3757] lr: 1.704e-04 eta: 3:51:16 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 11.0226 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.2088 loss: 1.2088 2022/06/27 12:16:20 - mmengine - INFO - Epoch(train) [166][3600/3757] lr: 1.704e-04 eta: 3:51:11 time: 0.263 data_time: 0.009 memory: 5036 grad_norm: 12.6466 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.5684 loss: 1.5684 2022/06/27 12:16:25 - mmengine - INFO - Epoch(train) [166][3620/3757] lr: 1.704e-04 eta: 3:51:05 time: 0.256 data_time: 0.010 memory: 5036 grad_norm: 11.7933 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6066 loss: 1.6066 2022/06/27 12:16:30 - mmengine - INFO - Epoch(train) [166][3640/3757] lr: 1.704e-04 eta: 3:51:00 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 13.7235 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5802 loss: 1.5802 2022/06/27 12:16:36 - mmengine - INFO - Epoch(train) [166][3660/3757] lr: 1.704e-04 eta: 3:50:55 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 13.4166 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5503 loss: 1.5503 2022/06/27 12:16:42 - mmengine - INFO - Epoch(train) [166][3680/3757] lr: 1.704e-04 eta: 3:50:50 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 8.8251 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6225 loss: 1.6225 2022/06/27 12:16:47 - mmengine - INFO - Epoch(train) [166][3700/3757] lr: 1.704e-04 eta: 3:50:44 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 14.3673 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4265 loss: 1.4265 2022/06/27 12:16:52 - mmengine - INFO - Epoch(train) [166][3720/3757] lr: 1.704e-04 eta: 3:50:39 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 10.9133 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.8262 loss: 1.8262 2022/06/27 12:16:57 - mmengine - INFO - Epoch(train) [166][3740/3757] lr: 1.704e-04 eta: 3:50:34 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 11.9221 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4356 loss: 1.4356 2022/06/27 12:17:02 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 12:17:02 - mmengine - INFO - Saving checkpoint at 166 epochs 2022/06/27 12:17:14 - mmengine - INFO - Epoch(val) [166][20/310] eta: 0:01:45 time: 0.112 data_time: 0.005 memory: 5036 2022/06/27 12:17:19 - mmengine - INFO - Epoch(val) [166][40/310] eta: 0:01:37 time: 0.109 data_time: 0.002 memory: 1723 2022/06/27 12:17:23 - mmengine - INFO - Epoch(val) [166][60/310] eta: 0:00:27 time: 0.103 data_time: 0.001 memory: 1723 2022/06/27 12:17:28 - mmengine - INFO - Epoch(val) [166][80/310] eta: 0:00:24 time: 0.103 data_time: 0.001 memory: 1723 2022/06/27 12:17:35 - mmengine - INFO - Epoch(val) [166][100/310] eta: 0:01:16 time: 0.104 data_time: 0.002 memory: 1723 2022/06/27 12:17:40 - mmengine - INFO - Epoch(val) [166][120/310] eta: 0:01:11 time: 0.114 data_time: 0.008 memory: 1723 2022/06/27 12:17:44 - mmengine - INFO - Epoch(val) [166][140/310] eta: 0:00:18 time: 0.108 data_time: 0.002 memory: 1723 2022/06/27 12:17:49 - mmengine - INFO - Epoch(val) [166][160/310] eta: 0:00:15 time: 0.103 data_time: 0.001 memory: 1723 2022/06/27 12:17:56 - mmengine - INFO - Epoch(val) [166][180/310] eta: 0:00:49 time: 0.109 data_time: 0.002 memory: 1723 2022/06/27 12:18:01 - mmengine - INFO - Epoch(val) [166][200/310] eta: 0:00:40 time: 0.103 data_time: 0.001 memory: 1723 2022/06/27 12:18:06 - mmengine - INFO - Epoch(val) [166][220/310] eta: 0:00:09 time: 0.103 data_time: 0.002 memory: 1723 2022/06/27 12:18:10 - mmengine - INFO - Epoch(val) [166][240/310] eta: 0:00:07 time: 0.106 data_time: 0.001 memory: 1723 2022/06/27 12:18:17 - mmengine - INFO - Epoch(val) [166][260/310] eta: 0:00:15 time: 0.104 data_time: 0.001 memory: 1723 2022/06/27 12:18:21 - mmengine - INFO - Epoch(val) [166][280/310] eta: 0:00:09 time: 0.118 data_time: 0.002 memory: 1723 2022/06/27 12:18:23 - mmengine - INFO - Epoch(val) [166][300/310] eta: 0:00:01 time: 0.102 data_time: 0.001 memory: 1723 2022/06/27 12:18:25 - mmengine - INFO - Epoch(val) [166][310/310] acc/top1: 0.6115 acc/top5: 0.8278 acc/mean1: 0.6114 2022/06/27 12:18:35 - mmengine - INFO - Epoch(train) [167][20/3757] lr: 1.485e-04 eta: 3:50:24 time: 0.270 data_time: 0.004 memory: 5036 grad_norm: 10.2722 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3494 loss: 1.3494 2022/06/27 12:18:41 - mmengine - INFO - Epoch(train) [167][40/3757] lr: 1.485e-04 eta: 3:50:19 time: 0.255 data_time: 0.004 memory: 5036 grad_norm: 13.2204 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4529 loss: 1.4529 2022/06/27 12:18:46 - mmengine - INFO - Epoch(train) [167][60/3757] lr: 1.485e-04 eta: 3:50:14 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 11.7144 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4989 loss: 1.4989 2022/06/27 12:18:52 - mmengine - INFO - Epoch(train) [167][80/3757] lr: 1.485e-04 eta: 3:50:09 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 9.5273 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4232 loss: 1.4232 2022/06/27 12:18:57 - mmengine - INFO - Epoch(train) [167][100/3757] lr: 1.485e-04 eta: 3:50:03 time: 0.269 data_time: 0.004 memory: 5036 grad_norm: 11.1015 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.3465 loss: 1.3465 2022/06/27 12:19:02 - mmengine - INFO - Epoch(train) [167][120/3757] lr: 1.485e-04 eta: 3:49:58 time: 0.261 data_time: 0.004 memory: 5036 grad_norm: 11.1749 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4903 loss: 1.4903 2022/06/27 12:19:08 - mmengine - INFO - Epoch(train) [167][140/3757] lr: 1.485e-04 eta: 3:49:53 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 12.8188 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5914 loss: 1.5914 2022/06/27 12:19:13 - mmengine - INFO - Epoch(train) [167][160/3757] lr: 1.485e-04 eta: 3:49:48 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 13.9877 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.6964 loss: 1.6964 2022/06/27 12:19:19 - mmengine - INFO - Epoch(train) [167][180/3757] lr: 1.485e-04 eta: 3:49:42 time: 0.258 data_time: 0.004 memory: 5036 grad_norm: 12.2158 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5090 loss: 1.5090 2022/06/27 12:19:24 - mmengine - INFO - Epoch(train) [167][200/3757] lr: 1.485e-04 eta: 3:49:37 time: 0.268 data_time: 0.003 memory: 5036 grad_norm: 10.6518 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7793 loss: 1.7793 2022/06/27 12:19:29 - mmengine - INFO - Epoch(train) [167][220/3757] lr: 1.485e-04 eta: 3:49:32 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 13.4981 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.5357 loss: 1.5357 2022/06/27 12:19:35 - mmengine - INFO - Epoch(train) [167][240/3757] lr: 1.485e-04 eta: 3:49:27 time: 0.261 data_time: 0.010 memory: 5036 grad_norm: 13.3965 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3934 loss: 1.3934 2022/06/27 12:19:40 - mmengine - INFO - Epoch(train) [167][260/3757] lr: 1.485e-04 eta: 3:49:21 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 13.0023 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3241 loss: 1.3241 2022/06/27 12:19:45 - mmengine - INFO - Epoch(train) [167][280/3757] lr: 1.485e-04 eta: 3:49:16 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 12.3746 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5370 loss: 1.5370 2022/06/27 12:19:51 - mmengine - INFO - Epoch(train) [167][300/3757] lr: 1.485e-04 eta: 3:49:11 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 10.8877 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.5288 loss: 1.5288 2022/06/27 12:19:56 - mmengine - INFO - Epoch(train) [167][320/3757] lr: 1.485e-04 eta: 3:49:06 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 11.4859 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5550 loss: 1.5550 2022/06/27 12:20:01 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 12:20:01 - mmengine - INFO - Epoch(train) [167][340/3757] lr: 1.485e-04 eta: 3:49:00 time: 0.329 data_time: 0.006 memory: 5036 grad_norm: 13.8304 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.8716 loss: 1.8716 2022/06/27 12:20:07 - mmengine - INFO - Epoch(train) [167][360/3757] lr: 1.485e-04 eta: 3:48:55 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 13.6423 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.9202 loss: 1.9202 2022/06/27 12:20:12 - mmengine - INFO - Epoch(train) [167][380/3757] lr: 1.485e-04 eta: 3:48:50 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 11.3818 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.1323 loss: 1.1323 2022/06/27 12:20:17 - mmengine - INFO - Epoch(train) [167][400/3757] lr: 1.485e-04 eta: 3:48:45 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 12.8660 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4127 loss: 1.4127 2022/06/27 12:20:23 - mmengine - INFO - Epoch(train) [167][420/3757] lr: 1.485e-04 eta: 3:48:39 time: 0.264 data_time: 0.013 memory: 5036 grad_norm: 8.5153 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4718 loss: 1.4718 2022/06/27 12:20:28 - mmengine - INFO - Epoch(train) [167][440/3757] lr: 1.485e-04 eta: 3:48:34 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 15.0222 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2672 loss: 1.2672 2022/06/27 12:20:33 - mmengine - INFO - Epoch(train) [167][460/3757] lr: 1.485e-04 eta: 3:48:29 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 13.3878 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.7402 loss: 1.7402 2022/06/27 12:20:38 - mmengine - INFO - Epoch(train) [167][480/3757] lr: 1.485e-04 eta: 3:48:24 time: 0.266 data_time: 0.009 memory: 5036 grad_norm: 10.5015 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.5823 loss: 1.5823 2022/06/27 12:20:44 - mmengine - INFO - Epoch(train) [167][500/3757] lr: 1.485e-04 eta: 3:48:18 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 13.2039 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.6693 loss: 1.6693 2022/06/27 12:20:49 - mmengine - INFO - Epoch(train) [167][520/3757] lr: 1.485e-04 eta: 3:48:13 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 12.0822 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.2785 loss: 1.2785 2022/06/27 12:20:55 - mmengine - INFO - Epoch(train) [167][540/3757] lr: 1.485e-04 eta: 3:48:08 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 10.4331 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 1.5957 loss: 1.5957 2022/06/27 12:21:00 - mmengine - INFO - Epoch(train) [167][560/3757] lr: 1.485e-04 eta: 3:48:03 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 13.5939 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.8219 loss: 1.8219 2022/06/27 12:21:05 - mmengine - INFO - Epoch(train) [167][580/3757] lr: 1.485e-04 eta: 3:47:57 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 13.9839 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.6304 loss: 1.6304 2022/06/27 12:21:10 - mmengine - INFO - Epoch(train) [167][600/3757] lr: 1.485e-04 eta: 3:47:52 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 11.8459 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4821 loss: 1.4821 2022/06/27 12:21:16 - mmengine - INFO - Epoch(train) [167][620/3757] lr: 1.485e-04 eta: 3:47:47 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 12.8522 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.8326 loss: 1.8326 2022/06/27 12:21:21 - mmengine - INFO - Epoch(train) [167][640/3757] lr: 1.485e-04 eta: 3:47:41 time: 0.256 data_time: 0.010 memory: 5036 grad_norm: 10.6427 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.5375 loss: 1.5375 2022/06/27 12:21:26 - mmengine - INFO - Epoch(train) [167][660/3757] lr: 1.485e-04 eta: 3:47:36 time: 0.255 data_time: 0.012 memory: 5036 grad_norm: 10.8272 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.9968 loss: 1.9968 2022/06/27 12:21:31 - mmengine - INFO - Epoch(train) [167][680/3757] lr: 1.485e-04 eta: 3:47:31 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 14.4196 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.6459 loss: 1.6459 2022/06/27 12:21:37 - mmengine - INFO - Epoch(train) [167][700/3757] lr: 1.485e-04 eta: 3:47:26 time: 0.263 data_time: 0.007 memory: 5036 grad_norm: 13.9142 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2579 loss: 1.2579 2022/06/27 12:21:42 - mmengine - INFO - Epoch(train) [167][720/3757] lr: 1.485e-04 eta: 3:47:20 time: 0.270 data_time: 0.020 memory: 5036 grad_norm: 11.4099 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0700 loss: 2.0700 2022/06/27 12:21:47 - mmengine - INFO - Epoch(train) [167][740/3757] lr: 1.485e-04 eta: 3:47:15 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 12.5665 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3955 loss: 1.3955 2022/06/27 12:21:52 - mmengine - INFO - Epoch(train) [167][760/3757] lr: 1.485e-04 eta: 3:47:10 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 15.1362 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.6627 loss: 1.6627 2022/06/27 12:21:58 - mmengine - INFO - Epoch(train) [167][780/3757] lr: 1.485e-04 eta: 3:47:05 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 14.1343 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4545 loss: 1.4545 2022/06/27 12:22:03 - mmengine - INFO - Epoch(train) [167][800/3757] lr: 1.485e-04 eta: 3:46:59 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 14.9510 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4422 loss: 1.4422 2022/06/27 12:22:08 - mmengine - INFO - Epoch(train) [167][820/3757] lr: 1.485e-04 eta: 3:46:54 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 13.1806 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.2287 loss: 1.2287 2022/06/27 12:22:13 - mmengine - INFO - Epoch(train) [167][840/3757] lr: 1.485e-04 eta: 3:46:49 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 10.8302 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.1848 loss: 1.1848 2022/06/27 12:22:19 - mmengine - INFO - Epoch(train) [167][860/3757] lr: 1.485e-04 eta: 3:46:44 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 13.5689 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6851 loss: 1.6851 2022/06/27 12:22:24 - mmengine - INFO - Epoch(train) [167][880/3757] lr: 1.485e-04 eta: 3:46:38 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 13.0673 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.5897 loss: 1.5897 2022/06/27 12:22:29 - mmengine - INFO - Epoch(train) [167][900/3757] lr: 1.485e-04 eta: 3:46:33 time: 0.265 data_time: 0.011 memory: 5036 grad_norm: 11.7689 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5197 loss: 1.5197 2022/06/27 12:22:34 - mmengine - INFO - Epoch(train) [167][920/3757] lr: 1.485e-04 eta: 3:46:28 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 12.7786 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5726 loss: 1.5726 2022/06/27 12:22:40 - mmengine - INFO - Epoch(train) [167][940/3757] lr: 1.485e-04 eta: 3:46:23 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 10.7788 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5767 loss: 1.5767 2022/06/27 12:22:45 - mmengine - INFO - Epoch(train) [167][960/3757] lr: 1.485e-04 eta: 3:46:17 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 13.9738 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.7156 loss: 1.7156 2022/06/27 12:22:50 - mmengine - INFO - Epoch(train) [167][980/3757] lr: 1.485e-04 eta: 3:46:12 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 10.8065 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.5480 loss: 1.5480 2022/06/27 12:22:55 - mmengine - INFO - Epoch(train) [167][1000/3757] lr: 1.485e-04 eta: 3:46:07 time: 0.258 data_time: 0.008 memory: 5036 grad_norm: 14.8977 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.5297 loss: 1.5297 2022/06/27 12:23:01 - mmengine - INFO - Epoch(train) [167][1020/3757] lr: 1.485e-04 eta: 3:46:02 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 12.2578 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6363 loss: 1.6363 2022/06/27 12:23:06 - mmengine - INFO - Epoch(train) [167][1040/3757] lr: 1.485e-04 eta: 3:45:56 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 13.1202 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.8335 loss: 1.8335 2022/06/27 12:23:11 - mmengine - INFO - Epoch(train) [167][1060/3757] lr: 1.485e-04 eta: 3:45:51 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 11.6788 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.6880 loss: 1.6880 2022/06/27 12:23:17 - mmengine - INFO - Epoch(train) [167][1080/3757] lr: 1.485e-04 eta: 3:45:46 time: 0.259 data_time: 0.008 memory: 5036 grad_norm: 13.2797 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.6402 loss: 1.6402 2022/06/27 12:23:22 - mmengine - INFO - Epoch(train) [167][1100/3757] lr: 1.485e-04 eta: 3:45:41 time: 0.345 data_time: 0.028 memory: 5036 grad_norm: 13.5270 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4917 loss: 1.4917 2022/06/27 12:23:27 - mmengine - INFO - Epoch(train) [167][1120/3757] lr: 1.485e-04 eta: 3:45:35 time: 0.266 data_time: 0.007 memory: 5036 grad_norm: 12.8883 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3222 loss: 1.3222 2022/06/27 12:23:33 - mmengine - INFO - Epoch(train) [167][1140/3757] lr: 1.485e-04 eta: 3:45:30 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 11.9900 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.5438 loss: 1.5438 2022/06/27 12:23:38 - mmengine - INFO - Epoch(train) [167][1160/3757] lr: 1.485e-04 eta: 3:45:25 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 11.7129 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.4070 loss: 1.4070 2022/06/27 12:23:43 - mmengine - INFO - Epoch(train) [167][1180/3757] lr: 1.485e-04 eta: 3:45:19 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 12.2286 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3885 loss: 1.3885 2022/06/27 12:23:48 - mmengine - INFO - Epoch(train) [167][1200/3757] lr: 1.485e-04 eta: 3:45:14 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 11.6698 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6521 loss: 1.6521 2022/06/27 12:23:54 - mmengine - INFO - Epoch(train) [167][1220/3757] lr: 1.485e-04 eta: 3:45:09 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 10.2431 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3411 loss: 1.3411 2022/06/27 12:23:59 - mmengine - INFO - Epoch(train) [167][1240/3757] lr: 1.485e-04 eta: 3:45:04 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 10.9006 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.1832 loss: 1.1832 2022/06/27 12:24:05 - mmengine - INFO - Epoch(train) [167][1260/3757] lr: 1.485e-04 eta: 3:44:58 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 12.9465 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4312 loss: 1.4312 2022/06/27 12:24:10 - mmengine - INFO - Epoch(train) [167][1280/3757] lr: 1.485e-04 eta: 3:44:53 time: 0.268 data_time: 0.007 memory: 5036 grad_norm: 11.5945 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.5821 loss: 1.5821 2022/06/27 12:24:15 - mmengine - INFO - Epoch(train) [167][1300/3757] lr: 1.485e-04 eta: 3:44:48 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 12.9543 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6733 loss: 1.6733 2022/06/27 12:24:21 - mmengine - INFO - Epoch(train) [167][1320/3757] lr: 1.485e-04 eta: 3:44:43 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 13.1627 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5309 loss: 1.5309 2022/06/27 12:24:25 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 12:24:26 - mmengine - INFO - Epoch(train) [167][1340/3757] lr: 1.485e-04 eta: 3:44:37 time: 0.258 data_time: 0.010 memory: 5036 grad_norm: 14.2514 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.7169 loss: 1.7169 2022/06/27 12:24:31 - mmengine - INFO - Epoch(train) [167][1360/3757] lr: 1.485e-04 eta: 3:44:32 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 13.9992 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7216 loss: 1.7216 2022/06/27 12:24:36 - mmengine - INFO - Epoch(train) [167][1380/3757] lr: 1.485e-04 eta: 3:44:27 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 12.8043 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.5407 loss: 1.5407 2022/06/27 12:24:42 - mmengine - INFO - Epoch(train) [167][1400/3757] lr: 1.485e-04 eta: 3:44:22 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 11.7227 top1_acc: 0.0000 top5_acc: 0.7500 loss_cls: 1.3932 loss: 1.3932 2022/06/27 12:24:47 - mmengine - INFO - Epoch(train) [167][1420/3757] lr: 1.485e-04 eta: 3:44:16 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 10.0370 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.5550 loss: 1.5550 2022/06/27 12:24:52 - mmengine - INFO - Epoch(train) [167][1440/3757] lr: 1.485e-04 eta: 3:44:11 time: 0.284 data_time: 0.014 memory: 5036 grad_norm: 11.9867 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3779 loss: 1.3779 2022/06/27 12:24:58 - mmengine - INFO - Epoch(train) [167][1460/3757] lr: 1.485e-04 eta: 3:44:06 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 14.1808 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.2623 loss: 1.2623 2022/06/27 12:25:03 - mmengine - INFO - Epoch(train) [167][1480/3757] lr: 1.485e-04 eta: 3:44:01 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 11.2421 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4385 loss: 1.4385 2022/06/27 12:25:08 - mmengine - INFO - Epoch(train) [167][1500/3757] lr: 1.485e-04 eta: 3:43:55 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 12.6377 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.6307 loss: 1.6307 2022/06/27 12:25:13 - mmengine - INFO - Epoch(train) [167][1520/3757] lr: 1.485e-04 eta: 3:43:50 time: 0.274 data_time: 0.006 memory: 5036 grad_norm: 10.8283 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6607 loss: 1.6607 2022/06/27 12:25:19 - mmengine - INFO - Epoch(train) [167][1540/3757] lr: 1.485e-04 eta: 3:43:45 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 17.1470 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.2845 loss: 1.2845 2022/06/27 12:25:25 - mmengine - INFO - Epoch(train) [167][1560/3757] lr: 1.485e-04 eta: 3:43:40 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 12.8406 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.3556 loss: 1.3556 2022/06/27 12:25:30 - mmengine - INFO - Epoch(train) [167][1580/3757] lr: 1.485e-04 eta: 3:43:34 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 11.9263 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5645 loss: 1.5645 2022/06/27 12:25:35 - mmengine - INFO - Epoch(train) [167][1600/3757] lr: 1.485e-04 eta: 3:43:29 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 15.0325 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.7566 loss: 1.7566 2022/06/27 12:25:40 - mmengine - INFO - Epoch(train) [167][1620/3757] lr: 1.485e-04 eta: 3:43:24 time: 0.259 data_time: 0.010 memory: 5036 grad_norm: 12.8428 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1112 loss: 2.1112 2022/06/27 12:25:46 - mmengine - INFO - Epoch(train) [167][1640/3757] lr: 1.485e-04 eta: 3:43:19 time: 0.264 data_time: 0.006 memory: 5036 grad_norm: 15.5484 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.3501 loss: 1.3501 2022/06/27 12:25:51 - mmengine - INFO - Epoch(train) [167][1660/3757] lr: 1.485e-04 eta: 3:43:13 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 12.6802 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2276 loss: 1.2276 2022/06/27 12:25:56 - mmengine - INFO - Epoch(train) [167][1680/3757] lr: 1.485e-04 eta: 3:43:08 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 13.0590 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 1.7925 loss: 1.7925 2022/06/27 12:26:01 - mmengine - INFO - Epoch(train) [167][1700/3757] lr: 1.485e-04 eta: 3:43:03 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 11.4943 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.8003 loss: 1.8003 2022/06/27 12:26:07 - mmengine - INFO - Epoch(train) [167][1720/3757] lr: 1.485e-04 eta: 3:42:58 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 11.4956 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9354 loss: 1.9354 2022/06/27 12:26:12 - mmengine - INFO - Epoch(train) [167][1740/3757] lr: 1.485e-04 eta: 3:42:52 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 13.1956 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2825 loss: 1.2825 2022/06/27 12:26:17 - mmengine - INFO - Epoch(train) [167][1760/3757] lr: 1.485e-04 eta: 3:42:47 time: 0.263 data_time: 0.009 memory: 5036 grad_norm: 12.9365 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.6049 loss: 1.6049 2022/06/27 12:26:23 - mmengine - INFO - Epoch(train) [167][1780/3757] lr: 1.485e-04 eta: 3:42:42 time: 0.258 data_time: 0.008 memory: 5036 grad_norm: 11.4580 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.5735 loss: 1.5735 2022/06/27 12:26:28 - mmengine - INFO - Epoch(train) [167][1800/3757] lr: 1.485e-04 eta: 3:42:37 time: 0.262 data_time: 0.009 memory: 5036 grad_norm: 13.0586 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5311 loss: 1.5311 2022/06/27 12:26:33 - mmengine - INFO - Epoch(train) [167][1820/3757] lr: 1.485e-04 eta: 3:42:31 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 14.2701 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.1861 loss: 1.1861 2022/06/27 12:26:38 - mmengine - INFO - Epoch(train) [167][1840/3757] lr: 1.485e-04 eta: 3:42:26 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 12.8599 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9669 loss: 1.9669 2022/06/27 12:26:44 - mmengine - INFO - Epoch(train) [167][1860/3757] lr: 1.485e-04 eta: 3:42:21 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 12.4932 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.4715 loss: 1.4715 2022/06/27 12:26:49 - mmengine - INFO - Epoch(train) [167][1880/3757] lr: 1.485e-04 eta: 3:42:15 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 10.6471 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.2263 loss: 1.2263 2022/06/27 12:26:54 - mmengine - INFO - Epoch(train) [167][1900/3757] lr: 1.485e-04 eta: 3:42:10 time: 0.250 data_time: 0.008 memory: 5036 grad_norm: 12.2948 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.8138 loss: 1.8138 2022/06/27 12:26:59 - mmengine - INFO - Epoch(train) [167][1920/3757] lr: 1.485e-04 eta: 3:42:05 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 11.6638 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.2647 loss: 1.2647 2022/06/27 12:27:05 - mmengine - INFO - Epoch(train) [167][1940/3757] lr: 1.485e-04 eta: 3:42:00 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 11.2870 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4389 loss: 1.4389 2022/06/27 12:27:10 - mmengine - INFO - Epoch(train) [167][1960/3757] lr: 1.485e-04 eta: 3:41:54 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 14.2243 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.9515 loss: 1.9515 2022/06/27 12:27:16 - mmengine - INFO - Epoch(train) [167][1980/3757] lr: 1.485e-04 eta: 3:41:49 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 13.4245 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5612 loss: 1.5612 2022/06/27 12:27:21 - mmengine - INFO - Epoch(train) [167][2000/3757] lr: 1.485e-04 eta: 3:41:44 time: 0.266 data_time: 0.007 memory: 5036 grad_norm: 13.4414 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.1738 loss: 1.1738 2022/06/27 12:27:26 - mmengine - INFO - Epoch(train) [167][2020/3757] lr: 1.485e-04 eta: 3:41:39 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 13.4091 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3114 loss: 1.3114 2022/06/27 12:27:31 - mmengine - INFO - Epoch(train) [167][2040/3757] lr: 1.485e-04 eta: 3:41:33 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 13.4976 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7214 loss: 1.7214 2022/06/27 12:27:37 - mmengine - INFO - Epoch(train) [167][2060/3757] lr: 1.485e-04 eta: 3:41:28 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 12.2893 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4738 loss: 1.4738 2022/06/27 12:27:42 - mmengine - INFO - Epoch(train) [167][2080/3757] lr: 1.485e-04 eta: 3:41:23 time: 0.265 data_time: 0.007 memory: 5036 grad_norm: 12.5824 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6243 loss: 1.6243 2022/06/27 12:27:47 - mmengine - INFO - Epoch(train) [167][2100/3757] lr: 1.485e-04 eta: 3:41:18 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 12.9158 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5433 loss: 1.5433 2022/06/27 12:27:52 - mmengine - INFO - Epoch(train) [167][2120/3757] lr: 1.485e-04 eta: 3:41:12 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 13.2468 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4754 loss: 1.4754 2022/06/27 12:27:58 - mmengine - INFO - Epoch(train) [167][2140/3757] lr: 1.485e-04 eta: 3:41:07 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 12.7073 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5644 loss: 1.5644 2022/06/27 12:28:03 - mmengine - INFO - Epoch(train) [167][2160/3757] lr: 1.485e-04 eta: 3:41:02 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 12.5214 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7293 loss: 1.7293 2022/06/27 12:28:08 - mmengine - INFO - Epoch(train) [167][2180/3757] lr: 1.485e-04 eta: 3:40:57 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 10.8590 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4806 loss: 1.4806 2022/06/27 12:28:13 - mmengine - INFO - Epoch(train) [167][2200/3757] lr: 1.485e-04 eta: 3:40:51 time: 0.268 data_time: 0.006 memory: 5036 grad_norm: 11.2128 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7080 loss: 1.7080 2022/06/27 12:28:19 - mmengine - INFO - Epoch(train) [167][2220/3757] lr: 1.485e-04 eta: 3:40:46 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 14.2809 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7403 loss: 1.7403 2022/06/27 12:28:24 - mmengine - INFO - Epoch(train) [167][2240/3757] lr: 1.485e-04 eta: 3:40:41 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 12.1651 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.7607 loss: 1.7607 2022/06/27 12:28:29 - mmengine - INFO - Epoch(train) [167][2260/3757] lr: 1.485e-04 eta: 3:40:36 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 12.5799 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.4993 loss: 1.4993 2022/06/27 12:28:34 - mmengine - INFO - Epoch(train) [167][2280/3757] lr: 1.485e-04 eta: 3:40:30 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 14.5334 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8337 loss: 1.8337 2022/06/27 12:28:40 - mmengine - INFO - Epoch(train) [167][2300/3757] lr: 1.485e-04 eta: 3:40:25 time: 0.257 data_time: 0.014 memory: 5036 grad_norm: 13.6066 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6425 loss: 1.6425 2022/06/27 12:28:45 - mmengine - INFO - Epoch(train) [167][2320/3757] lr: 1.485e-04 eta: 3:40:20 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 11.0463 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7573 loss: 1.7573 2022/06/27 12:28:50 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 12:28:50 - mmengine - INFO - Epoch(train) [167][2340/3757] lr: 1.485e-04 eta: 3:40:14 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 12.3453 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2538 loss: 1.2538 2022/06/27 12:28:56 - mmengine - INFO - Epoch(train) [167][2360/3757] lr: 1.485e-04 eta: 3:40:09 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 13.3895 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.2121 loss: 1.2121 2022/06/27 12:29:01 - mmengine - INFO - Epoch(train) [167][2380/3757] lr: 1.485e-04 eta: 3:40:04 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 11.3187 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6766 loss: 1.6766 2022/06/27 12:29:06 - mmengine - INFO - Epoch(train) [167][2400/3757] lr: 1.485e-04 eta: 3:39:59 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 12.1015 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5150 loss: 1.5150 2022/06/27 12:29:11 - mmengine - INFO - Epoch(train) [167][2420/3757] lr: 1.485e-04 eta: 3:39:53 time: 0.260 data_time: 0.012 memory: 5036 grad_norm: 13.2169 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3322 loss: 1.3322 2022/06/27 12:29:17 - mmengine - INFO - Epoch(train) [167][2440/3757] lr: 1.485e-04 eta: 3:39:48 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 11.5717 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5350 loss: 1.5350 2022/06/27 12:29:22 - mmengine - INFO - Epoch(train) [167][2460/3757] lr: 1.485e-04 eta: 3:39:43 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 12.0726 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3067 loss: 1.3067 2022/06/27 12:29:28 - mmengine - INFO - Epoch(train) [167][2480/3757] lr: 1.485e-04 eta: 3:39:38 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 15.2014 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1244 loss: 2.1244 2022/06/27 12:29:33 - mmengine - INFO - Epoch(train) [167][2500/3757] lr: 1.485e-04 eta: 3:39:32 time: 0.258 data_time: 0.010 memory: 5036 grad_norm: 9.3358 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.0792 loss: 1.0792 2022/06/27 12:29:38 - mmengine - INFO - Epoch(train) [167][2520/3757] lr: 1.485e-04 eta: 3:39:27 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 11.9760 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4550 loss: 1.4550 2022/06/27 12:29:43 - mmengine - INFO - Epoch(train) [167][2540/3757] lr: 1.485e-04 eta: 3:39:22 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 12.6200 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.6528 loss: 1.6528 2022/06/27 12:29:49 - mmengine - INFO - Epoch(train) [167][2560/3757] lr: 1.485e-04 eta: 3:39:17 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 13.6266 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9153 loss: 1.9153 2022/06/27 12:29:54 - mmengine - INFO - Epoch(train) [167][2580/3757] lr: 1.485e-04 eta: 3:39:11 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 12.5125 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6922 loss: 1.6922 2022/06/27 12:29:59 - mmengine - INFO - Epoch(train) [167][2600/3757] lr: 1.485e-04 eta: 3:39:06 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 11.3260 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9417 loss: 1.9417 2022/06/27 12:30:05 - mmengine - INFO - Epoch(train) [167][2620/3757] lr: 1.485e-04 eta: 3:39:01 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 12.6998 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4930 loss: 1.4930 2022/06/27 12:30:10 - mmengine - INFO - Epoch(train) [167][2640/3757] lr: 1.485e-04 eta: 3:38:56 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 13.2333 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 2.1578 loss: 2.1578 2022/06/27 12:30:15 - mmengine - INFO - Epoch(train) [167][2660/3757] lr: 1.485e-04 eta: 3:38:50 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 14.4126 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.3385 loss: 1.3385 2022/06/27 12:30:20 - mmengine - INFO - Epoch(train) [167][2680/3757] lr: 1.485e-04 eta: 3:38:45 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 11.7867 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.2068 loss: 1.2068 2022/06/27 12:30:26 - mmengine - INFO - Epoch(train) [167][2700/3757] lr: 1.485e-04 eta: 3:38:40 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 9.5013 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.8426 loss: 1.8426 2022/06/27 12:30:31 - mmengine - INFO - Epoch(train) [167][2720/3757] lr: 1.485e-04 eta: 3:38:35 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 12.2482 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.4131 loss: 1.4131 2022/06/27 12:30:36 - mmengine - INFO - Epoch(train) [167][2740/3757] lr: 1.485e-04 eta: 3:38:29 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 10.9395 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.2690 loss: 1.2690 2022/06/27 12:30:41 - mmengine - INFO - Epoch(train) [167][2760/3757] lr: 1.485e-04 eta: 3:38:24 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 13.4763 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4078 loss: 1.4078 2022/06/27 12:30:47 - mmengine - INFO - Epoch(train) [167][2780/3757] lr: 1.485e-04 eta: 3:38:19 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 12.6241 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.6240 loss: 1.6240 2022/06/27 12:30:52 - mmengine - INFO - Epoch(train) [167][2800/3757] lr: 1.485e-04 eta: 3:38:14 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 13.1604 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.2036 loss: 1.2036 2022/06/27 12:30:57 - mmengine - INFO - Epoch(train) [167][2820/3757] lr: 1.485e-04 eta: 3:38:08 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 12.3758 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.2633 loss: 1.2633 2022/06/27 12:31:03 - mmengine - INFO - Epoch(train) [167][2840/3757] lr: 1.485e-04 eta: 3:38:03 time: 0.589 data_time: 0.007 memory: 5036 grad_norm: 11.4726 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.6047 loss: 1.6047 2022/06/27 12:31:08 - mmengine - INFO - Epoch(train) [167][2860/3757] lr: 1.485e-04 eta: 3:37:58 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 13.9537 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.5877 loss: 1.5877 2022/06/27 12:31:13 - mmengine - INFO - Epoch(train) [167][2880/3757] lr: 1.485e-04 eta: 3:37:53 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 12.0560 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6452 loss: 1.6452 2022/06/27 12:31:18 - mmengine - INFO - Epoch(train) [167][2900/3757] lr: 1.485e-04 eta: 3:37:47 time: 0.258 data_time: 0.008 memory: 5036 grad_norm: 14.0086 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7082 loss: 1.7082 2022/06/27 12:31:24 - mmengine - INFO - Epoch(train) [167][2920/3757] lr: 1.485e-04 eta: 3:37:42 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 12.2792 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6464 loss: 1.6464 2022/06/27 12:31:29 - mmengine - INFO - Epoch(train) [167][2940/3757] lr: 1.485e-04 eta: 3:37:37 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 9.1389 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.2967 loss: 1.2967 2022/06/27 12:31:34 - mmengine - INFO - Epoch(train) [167][2960/3757] lr: 1.485e-04 eta: 3:37:31 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 12.0082 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5823 loss: 1.5823 2022/06/27 12:31:40 - mmengine - INFO - Epoch(train) [167][2980/3757] lr: 1.485e-04 eta: 3:37:26 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 13.6910 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7195 loss: 1.7195 2022/06/27 12:31:45 - mmengine - INFO - Epoch(train) [167][3000/3757] lr: 1.485e-04 eta: 3:37:21 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 11.5499 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1136 loss: 1.1136 2022/06/27 12:31:50 - mmengine - INFO - Epoch(train) [167][3020/3757] lr: 1.485e-04 eta: 3:37:16 time: 0.260 data_time: 0.010 memory: 5036 grad_norm: 11.5105 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.9062 loss: 1.9062 2022/06/27 12:31:55 - mmengine - INFO - Epoch(train) [167][3040/3757] lr: 1.485e-04 eta: 3:37:10 time: 0.259 data_time: 0.009 memory: 5036 grad_norm: 14.0281 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.3263 loss: 1.3263 2022/06/27 12:32:01 - mmengine - INFO - Epoch(train) [167][3060/3757] lr: 1.485e-04 eta: 3:37:05 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 12.8427 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7359 loss: 1.7359 2022/06/27 12:32:06 - mmengine - INFO - Epoch(train) [167][3080/3757] lr: 1.485e-04 eta: 3:37:00 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 10.7573 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4292 loss: 1.4292 2022/06/27 12:32:12 - mmengine - INFO - Epoch(train) [167][3100/3757] lr: 1.485e-04 eta: 3:36:55 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 10.9998 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.7712 loss: 1.7712 2022/06/27 12:32:17 - mmengine - INFO - Epoch(train) [167][3120/3757] lr: 1.485e-04 eta: 3:36:49 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 12.4359 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7425 loss: 1.7425 2022/06/27 12:32:22 - mmengine - INFO - Epoch(train) [167][3140/3757] lr: 1.485e-04 eta: 3:36:44 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 11.7624 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.9217 loss: 0.9217 2022/06/27 12:32:27 - mmengine - INFO - Epoch(train) [167][3160/3757] lr: 1.485e-04 eta: 3:36:39 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 13.0106 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.1742 loss: 1.1742 2022/06/27 12:32:33 - mmengine - INFO - Epoch(train) [167][3180/3757] lr: 1.485e-04 eta: 3:36:34 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 12.8393 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4048 loss: 1.4048 2022/06/27 12:32:38 - mmengine - INFO - Epoch(train) [167][3200/3757] lr: 1.485e-04 eta: 3:36:28 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 13.9770 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.2755 loss: 1.2755 2022/06/27 12:32:43 - mmengine - INFO - Epoch(train) [167][3220/3757] lr: 1.485e-04 eta: 3:36:23 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 15.6789 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.9275 loss: 1.9275 2022/06/27 12:32:48 - mmengine - INFO - Epoch(train) [167][3240/3757] lr: 1.485e-04 eta: 3:36:18 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 12.1940 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.5572 loss: 1.5572 2022/06/27 12:32:54 - mmengine - INFO - Epoch(train) [167][3260/3757] lr: 1.485e-04 eta: 3:36:13 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 12.8427 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.3995 loss: 1.3995 2022/06/27 12:32:59 - mmengine - INFO - Epoch(train) [167][3280/3757] lr: 1.485e-04 eta: 3:36:07 time: 0.258 data_time: 0.008 memory: 5036 grad_norm: 15.0758 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 1.4486 loss: 1.4486 2022/06/27 12:33:04 - mmengine - INFO - Epoch(train) [167][3300/3757] lr: 1.485e-04 eta: 3:36:02 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 12.8070 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6606 loss: 1.6606 2022/06/27 12:33:10 - mmengine - INFO - Epoch(train) [167][3320/3757] lr: 1.485e-04 eta: 3:35:57 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 13.3642 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.7275 loss: 1.7275 2022/06/27 12:33:14 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 12:33:15 - mmengine - INFO - Epoch(train) [167][3340/3757] lr: 1.485e-04 eta: 3:35:52 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 12.1910 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5647 loss: 1.5647 2022/06/27 12:33:20 - mmengine - INFO - Epoch(train) [167][3360/3757] lr: 1.485e-04 eta: 3:35:46 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 12.9195 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8747 loss: 1.8747 2022/06/27 12:33:25 - mmengine - INFO - Epoch(train) [167][3380/3757] lr: 1.485e-04 eta: 3:35:41 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 11.4816 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.6279 loss: 1.6279 2022/06/27 12:33:31 - mmengine - INFO - Epoch(train) [167][3400/3757] lr: 1.485e-04 eta: 3:35:36 time: 0.267 data_time: 0.003 memory: 5036 grad_norm: 12.2553 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.5824 loss: 1.5824 2022/06/27 12:33:36 - mmengine - INFO - Epoch(train) [167][3420/3757] lr: 1.485e-04 eta: 3:35:31 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 11.8594 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5043 loss: 1.5043 2022/06/27 12:33:41 - mmengine - INFO - Epoch(train) [167][3440/3757] lr: 1.485e-04 eta: 3:35:25 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 12.9659 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.8006 loss: 1.8006 2022/06/27 12:33:46 - mmengine - INFO - Epoch(train) [167][3460/3757] lr: 1.485e-04 eta: 3:35:20 time: 0.268 data_time: 0.003 memory: 5036 grad_norm: 13.9471 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4562 loss: 1.4562 2022/06/27 12:33:52 - mmengine - INFO - Epoch(train) [167][3480/3757] lr: 1.485e-04 eta: 3:35:15 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 12.7165 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6563 loss: 1.6563 2022/06/27 12:33:57 - mmengine - INFO - Epoch(train) [167][3500/3757] lr: 1.485e-04 eta: 3:35:09 time: 0.267 data_time: 0.009 memory: 5036 grad_norm: 12.6286 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.8964 loss: 1.8964 2022/06/27 12:34:02 - mmengine - INFO - Epoch(train) [167][3520/3757] lr: 1.485e-04 eta: 3:35:04 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 16.0281 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.6338 loss: 1.6338 2022/06/27 12:34:07 - mmengine - INFO - Epoch(train) [167][3540/3757] lr: 1.485e-04 eta: 3:34:59 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 13.1798 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2513 loss: 1.2513 2022/06/27 12:34:13 - mmengine - INFO - Epoch(train) [167][3560/3757] lr: 1.485e-04 eta: 3:34:54 time: 0.271 data_time: 0.007 memory: 5036 grad_norm: 12.2818 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5108 loss: 1.5108 2022/06/27 12:34:18 - mmengine - INFO - Epoch(train) [167][3580/3757] lr: 1.485e-04 eta: 3:34:48 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 12.0147 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6831 loss: 1.6831 2022/06/27 12:34:24 - mmengine - INFO - Epoch(train) [167][3600/3757] lr: 1.485e-04 eta: 3:34:43 time: 0.259 data_time: 0.010 memory: 5036 grad_norm: 14.3898 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.2314 loss: 1.2314 2022/06/27 12:34:29 - mmengine - INFO - Epoch(train) [167][3620/3757] lr: 1.485e-04 eta: 3:34:38 time: 0.261 data_time: 0.010 memory: 5036 grad_norm: 11.4635 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4620 loss: 1.4620 2022/06/27 12:34:34 - mmengine - INFO - Epoch(train) [167][3640/3757] lr: 1.485e-04 eta: 3:34:33 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 14.5588 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8353 loss: 1.8353 2022/06/27 12:34:40 - mmengine - INFO - Epoch(train) [167][3660/3757] lr: 1.485e-04 eta: 3:34:27 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 11.7791 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4714 loss: 1.4714 2022/06/27 12:34:45 - mmengine - INFO - Epoch(train) [167][3680/3757] lr: 1.485e-04 eta: 3:34:22 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 12.4582 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9772 loss: 1.9772 2022/06/27 12:34:51 - mmengine - INFO - Epoch(train) [167][3700/3757] lr: 1.485e-04 eta: 3:34:17 time: 0.267 data_time: 0.007 memory: 5036 grad_norm: 11.6996 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6067 loss: 1.6067 2022/06/27 12:34:56 - mmengine - INFO - Epoch(train) [167][3720/3757] lr: 1.485e-04 eta: 3:34:12 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 10.8558 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.5414 loss: 1.5414 2022/06/27 12:35:01 - mmengine - INFO - Epoch(train) [167][3740/3757] lr: 1.485e-04 eta: 3:34:06 time: 0.242 data_time: 0.006 memory: 5036 grad_norm: 9.6843 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7014 loss: 1.7014 2022/06/27 12:35:05 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 12:35:05 - mmengine - INFO - Saving checkpoint at 167 epochs 2022/06/27 12:35:18 - mmengine - INFO - Epoch(val) [167][20/310] eta: 0:01:49 time: 0.104 data_time: 0.001 memory: 5036 2022/06/27 12:35:23 - mmengine - INFO - Epoch(val) [167][40/310] eta: 0:01:41 time: 0.130 data_time: 0.005 memory: 1723 2022/06/27 12:35:27 - mmengine - INFO - Epoch(val) [167][60/310] eta: 0:00:26 time: 0.103 data_time: 0.002 memory: 1723 2022/06/27 12:35:32 - mmengine - INFO - Epoch(val) [167][80/310] eta: 0:00:24 time: 0.106 data_time: 0.004 memory: 1723 2022/06/27 12:35:39 - mmengine - INFO - Epoch(val) [167][100/310] eta: 0:01:14 time: 0.105 data_time: 0.001 memory: 1723 2022/06/27 12:35:44 - mmengine - INFO - Epoch(val) [167][120/310] eta: 0:01:10 time: 0.103 data_time: 0.001 memory: 1723 2022/06/27 12:35:48 - mmengine - INFO - Epoch(val) [167][140/310] eta: 0:00:17 time: 0.103 data_time: 0.001 memory: 1723 2022/06/27 12:35:53 - mmengine - INFO - Epoch(val) [167][160/310] eta: 0:00:15 time: 0.104 data_time: 0.002 memory: 1723 2022/06/27 12:36:00 - mmengine - INFO - Epoch(val) [167][180/310] eta: 0:00:48 time: 0.104 data_time: 0.002 memory: 1723 2022/06/27 12:36:05 - mmengine - INFO - Epoch(val) [167][200/310] eta: 0:00:40 time: 0.108 data_time: 0.001 memory: 1723 2022/06/27 12:36:09 - mmengine - INFO - Epoch(val) [167][220/310] eta: 0:00:09 time: 0.103 data_time: 0.002 memory: 1723 2022/06/27 12:36:14 - mmengine - INFO - Epoch(val) [167][240/310] eta: 0:00:07 time: 0.103 data_time: 0.001 memory: 1723 2022/06/27 12:36:21 - mmengine - INFO - Epoch(val) [167][260/310] eta: 0:00:17 time: 0.112 data_time: 0.008 memory: 1723 2022/06/27 12:36:25 - mmengine - INFO - Epoch(val) [167][280/310] eta: 0:00:10 time: 0.109 data_time: 0.002 memory: 1723 2022/06/27 12:36:28 - mmengine - INFO - Epoch(val) [167][300/310] eta: 0:00:01 time: 0.097 data_time: 0.001 memory: 1723 2022/06/27 12:36:30 - mmengine - INFO - Epoch(val) [167][310/310] acc/top1: 0.6112 acc/top5: 0.8275 acc/mean1: 0.6112 2022/06/27 12:36:40 - mmengine - INFO - Epoch(train) [168][20/3757] lr: 1.281e-04 eta: 3:33:57 time: 0.258 data_time: 0.004 memory: 5036 grad_norm: 11.6022 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.1161 loss: 1.1161 2022/06/27 12:36:45 - mmengine - INFO - Epoch(train) [168][40/3757] lr: 1.281e-04 eta: 3:33:52 time: 0.252 data_time: 0.004 memory: 5036 grad_norm: 12.5345 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6515 loss: 1.6515 2022/06/27 12:36:51 - mmengine - INFO - Epoch(train) [168][60/3757] lr: 1.281e-04 eta: 3:33:46 time: 0.264 data_time: 0.004 memory: 5036 grad_norm: 12.5255 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.7014 loss: 1.7014 2022/06/27 12:36:56 - mmengine - INFO - Epoch(train) [168][80/3757] lr: 1.281e-04 eta: 3:33:41 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 11.9239 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2295 loss: 1.2295 2022/06/27 12:37:01 - mmengine - INFO - Epoch(train) [168][100/3757] lr: 1.281e-04 eta: 3:33:36 time: 0.278 data_time: 0.003 memory: 5036 grad_norm: 11.7549 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9477 loss: 1.9477 2022/06/27 12:37:06 - mmengine - INFO - Epoch(train) [168][120/3757] lr: 1.281e-04 eta: 3:33:31 time: 0.255 data_time: 0.004 memory: 5036 grad_norm: 12.6041 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6501 loss: 1.6501 2022/06/27 12:37:12 - mmengine - INFO - Epoch(train) [168][140/3757] lr: 1.281e-04 eta: 3:33:25 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 10.0406 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5099 loss: 1.5099 2022/06/27 12:37:17 - mmengine - INFO - Epoch(train) [168][160/3757] lr: 1.281e-04 eta: 3:33:20 time: 0.256 data_time: 0.004 memory: 5036 grad_norm: 12.3035 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5888 loss: 1.5888 2022/06/27 12:37:23 - mmengine - INFO - Epoch(train) [168][180/3757] lr: 1.281e-04 eta: 3:33:15 time: 0.274 data_time: 0.004 memory: 5036 grad_norm: 14.3059 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.4882 loss: 1.4882 2022/06/27 12:37:28 - mmengine - INFO - Epoch(train) [168][200/3757] lr: 1.281e-04 eta: 3:33:10 time: 0.252 data_time: 0.004 memory: 5036 grad_norm: 11.3844 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2976 loss: 1.2976 2022/06/27 12:37:34 - mmengine - INFO - Epoch(train) [168][220/3757] lr: 1.281e-04 eta: 3:33:04 time: 0.534 data_time: 0.003 memory: 5036 grad_norm: 11.5470 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.0567 loss: 1.0567 2022/06/27 12:37:39 - mmengine - INFO - Epoch(train) [168][240/3757] lr: 1.281e-04 eta: 3:32:59 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 13.9992 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8320 loss: 1.8320 2022/06/27 12:37:44 - mmengine - INFO - Epoch(train) [168][260/3757] lr: 1.281e-04 eta: 3:32:54 time: 0.265 data_time: 0.004 memory: 5036 grad_norm: 15.1858 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.5497 loss: 1.5497 2022/06/27 12:37:50 - mmengine - INFO - Epoch(train) [168][280/3757] lr: 1.281e-04 eta: 3:32:49 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 12.0791 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.3848 loss: 1.3848 2022/06/27 12:37:55 - mmengine - INFO - Epoch(train) [168][300/3757] lr: 1.281e-04 eta: 3:32:43 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 11.7164 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8560 loss: 1.8560 2022/06/27 12:38:00 - mmengine - INFO - Epoch(train) [168][320/3757] lr: 1.281e-04 eta: 3:32:38 time: 0.271 data_time: 0.007 memory: 5036 grad_norm: 11.1790 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8054 loss: 1.8054 2022/06/27 12:38:05 - mmengine - INFO - Epoch(train) [168][340/3757] lr: 1.281e-04 eta: 3:32:33 time: 0.277 data_time: 0.003 memory: 5036 grad_norm: 12.9536 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0357 loss: 2.0357 2022/06/27 12:38:11 - mmengine - INFO - Epoch(train) [168][360/3757] lr: 1.281e-04 eta: 3:32:28 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 11.4903 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.1647 loss: 1.1647 2022/06/27 12:38:16 - mmengine - INFO - Epoch(train) [168][380/3757] lr: 1.281e-04 eta: 3:32:22 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 11.5219 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.2411 loss: 1.2411 2022/06/27 12:38:22 - mmengine - INFO - Epoch(train) [168][400/3757] lr: 1.281e-04 eta: 3:32:17 time: 0.256 data_time: 0.010 memory: 5036 grad_norm: 13.0233 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.6008 loss: 1.6008 2022/06/27 12:38:27 - mmengine - INFO - Epoch(train) [168][420/3757] lr: 1.281e-04 eta: 3:32:12 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 11.3991 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.2170 loss: 1.2170 2022/06/27 12:38:32 - mmengine - INFO - Epoch(train) [168][440/3757] lr: 1.281e-04 eta: 3:32:07 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 13.5213 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.6087 loss: 1.6087 2022/06/27 12:38:38 - mmengine - INFO - Epoch(train) [168][460/3757] lr: 1.281e-04 eta: 3:32:01 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 12.6624 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2329 loss: 1.2329 2022/06/27 12:38:43 - mmengine - INFO - Epoch(train) [168][480/3757] lr: 1.281e-04 eta: 3:31:56 time: 0.272 data_time: 0.007 memory: 5036 grad_norm: 13.9496 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7924 loss: 1.7924 2022/06/27 12:38:48 - mmengine - INFO - Epoch(train) [168][500/3757] lr: 1.281e-04 eta: 3:31:51 time: 0.266 data_time: 0.006 memory: 5036 grad_norm: 12.3481 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.0772 loss: 1.0772 2022/06/27 12:38:54 - mmengine - INFO - Epoch(train) [168][520/3757] lr: 1.281e-04 eta: 3:31:46 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 13.3392 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.1486 loss: 2.1486 2022/06/27 12:38:59 - mmengine - INFO - Epoch(train) [168][540/3757] lr: 1.281e-04 eta: 3:31:40 time: 0.272 data_time: 0.008 memory: 5036 grad_norm: 14.0504 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.1341 loss: 2.1341 2022/06/27 12:39:04 - mmengine - INFO - Epoch(train) [168][560/3757] lr: 1.281e-04 eta: 3:31:35 time: 0.261 data_time: 0.011 memory: 5036 grad_norm: 11.7974 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5438 loss: 1.5438 2022/06/27 12:39:09 - mmengine - INFO - Epoch(train) [168][580/3757] lr: 1.281e-04 eta: 3:31:30 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 11.4318 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3287 loss: 1.3287 2022/06/27 12:39:10 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 12:39:15 - mmengine - INFO - Epoch(train) [168][600/3757] lr: 1.281e-04 eta: 3:31:25 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 11.8713 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.1221 loss: 2.1221 2022/06/27 12:39:20 - mmengine - INFO - Epoch(train) [168][620/3757] lr: 1.281e-04 eta: 3:31:19 time: 0.262 data_time: 0.009 memory: 5036 grad_norm: 15.2216 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3185 loss: 1.3185 2022/06/27 12:39:26 - mmengine - INFO - Epoch(train) [168][640/3757] lr: 1.281e-04 eta: 3:31:14 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 11.9992 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6751 loss: 1.6751 2022/06/27 12:39:31 - mmengine - INFO - Epoch(train) [168][660/3757] lr: 1.281e-04 eta: 3:31:09 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 14.4966 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5570 loss: 1.5570 2022/06/27 12:39:36 - mmengine - INFO - Epoch(train) [168][680/3757] lr: 1.281e-04 eta: 3:31:03 time: 0.270 data_time: 0.007 memory: 5036 grad_norm: 12.7878 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.0659 loss: 2.0659 2022/06/27 12:39:41 - mmengine - INFO - Epoch(train) [168][700/3757] lr: 1.281e-04 eta: 3:30:58 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 11.9255 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6580 loss: 1.6580 2022/06/27 12:39:47 - mmengine - INFO - Epoch(train) [168][720/3757] lr: 1.281e-04 eta: 3:30:53 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 12.4792 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.4112 loss: 1.4112 2022/06/27 12:39:52 - mmengine - INFO - Epoch(train) [168][740/3757] lr: 1.281e-04 eta: 3:30:48 time: 0.248 data_time: 0.006 memory: 5036 grad_norm: 12.2484 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3114 loss: 1.3114 2022/06/27 12:39:57 - mmengine - INFO - Epoch(train) [168][760/3757] lr: 1.281e-04 eta: 3:30:42 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 13.7952 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6517 loss: 1.6517 2022/06/27 12:40:03 - mmengine - INFO - Epoch(train) [168][780/3757] lr: 1.281e-04 eta: 3:30:37 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 13.8029 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.4059 loss: 1.4059 2022/06/27 12:40:08 - mmengine - INFO - Epoch(train) [168][800/3757] lr: 1.281e-04 eta: 3:30:32 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 13.2894 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.6704 loss: 1.6704 2022/06/27 12:40:13 - mmengine - INFO - Epoch(train) [168][820/3757] lr: 1.281e-04 eta: 3:30:27 time: 0.285 data_time: 0.006 memory: 5036 grad_norm: 11.0050 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4236 loss: 1.4236 2022/06/27 12:40:18 - mmengine - INFO - Epoch(train) [168][840/3757] lr: 1.281e-04 eta: 3:30:21 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 10.9536 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7121 loss: 1.7121 2022/06/27 12:40:24 - mmengine - INFO - Epoch(train) [168][860/3757] lr: 1.281e-04 eta: 3:30:16 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 13.1286 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2690 loss: 1.2690 2022/06/27 12:40:29 - mmengine - INFO - Epoch(train) [168][880/3757] lr: 1.281e-04 eta: 3:30:11 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 10.5965 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9695 loss: 1.9695 2022/06/27 12:40:34 - mmengine - INFO - Epoch(train) [168][900/3757] lr: 1.281e-04 eta: 3:30:06 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 14.6831 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4010 loss: 1.4010 2022/06/27 12:40:40 - mmengine - INFO - Epoch(train) [168][920/3757] lr: 1.281e-04 eta: 3:30:00 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 12.7090 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.5064 loss: 1.5064 2022/06/27 12:40:45 - mmengine - INFO - Epoch(train) [168][940/3757] lr: 1.281e-04 eta: 3:29:55 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 12.4030 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5111 loss: 1.5111 2022/06/27 12:40:50 - mmengine - INFO - Epoch(train) [168][960/3757] lr: 1.281e-04 eta: 3:29:50 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 14.5900 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.3790 loss: 1.3790 2022/06/27 12:40:56 - mmengine - INFO - Epoch(train) [168][980/3757] lr: 1.281e-04 eta: 3:29:45 time: 0.261 data_time: 0.008 memory: 5036 grad_norm: 10.3088 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7425 loss: 1.7425 2022/06/27 12:41:01 - mmengine - INFO - Epoch(train) [168][1000/3757] lr: 1.281e-04 eta: 3:29:39 time: 0.256 data_time: 0.013 memory: 5036 grad_norm: 12.0160 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8278 loss: 1.8278 2022/06/27 12:41:06 - mmengine - INFO - Epoch(train) [168][1020/3757] lr: 1.281e-04 eta: 3:29:34 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 12.0122 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 1.2298 loss: 1.2298 2022/06/27 12:41:12 - mmengine - INFO - Epoch(train) [168][1040/3757] lr: 1.281e-04 eta: 3:29:29 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 13.0771 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5398 loss: 1.5398 2022/06/27 12:41:17 - mmengine - INFO - Epoch(train) [168][1060/3757] lr: 1.281e-04 eta: 3:29:24 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 13.5413 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.7974 loss: 1.7974 2022/06/27 12:41:22 - mmengine - INFO - Epoch(train) [168][1080/3757] lr: 1.281e-04 eta: 3:29:18 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 10.4202 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 1.2876 loss: 1.2876 2022/06/27 12:41:28 - mmengine - INFO - Epoch(train) [168][1100/3757] lr: 1.281e-04 eta: 3:29:13 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 15.5929 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.7624 loss: 1.7624 2022/06/27 12:41:33 - mmengine - INFO - Epoch(train) [168][1120/3757] lr: 1.281e-04 eta: 3:29:08 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 13.9447 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7496 loss: 1.7496 2022/06/27 12:41:38 - mmengine - INFO - Epoch(train) [168][1140/3757] lr: 1.281e-04 eta: 3:29:03 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 10.9234 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.1591 loss: 1.1591 2022/06/27 12:41:44 - mmengine - INFO - Epoch(train) [168][1160/3757] lr: 1.281e-04 eta: 3:28:57 time: 0.584 data_time: 0.008 memory: 5036 grad_norm: 14.5180 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.1190 loss: 1.1190 2022/06/27 12:41:49 - mmengine - INFO - Epoch(train) [168][1180/3757] lr: 1.281e-04 eta: 3:28:52 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 13.0968 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.5560 loss: 1.5560 2022/06/27 12:41:55 - mmengine - INFO - Epoch(train) [168][1200/3757] lr: 1.281e-04 eta: 3:28:47 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 12.2901 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3996 loss: 1.3996 2022/06/27 12:42:00 - mmengine - INFO - Epoch(train) [168][1220/3757] lr: 1.281e-04 eta: 3:28:42 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 11.9451 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6390 loss: 1.6390 2022/06/27 12:42:05 - mmengine - INFO - Epoch(train) [168][1240/3757] lr: 1.281e-04 eta: 3:28:36 time: 0.256 data_time: 0.008 memory: 5036 grad_norm: 9.9267 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.0484 loss: 1.0484 2022/06/27 12:42:10 - mmengine - INFO - Epoch(train) [168][1260/3757] lr: 1.281e-04 eta: 3:28:31 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 11.5794 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4420 loss: 1.4420 2022/06/27 12:42:16 - mmengine - INFO - Epoch(train) [168][1280/3757] lr: 1.281e-04 eta: 3:28:26 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 11.8411 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1511 loss: 1.1511 2022/06/27 12:42:21 - mmengine - INFO - Epoch(train) [168][1300/3757] lr: 1.281e-04 eta: 3:28:21 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 12.2146 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.5376 loss: 1.5376 2022/06/27 12:42:26 - mmengine - INFO - Epoch(train) [168][1320/3757] lr: 1.281e-04 eta: 3:28:15 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 12.8573 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5715 loss: 1.5715 2022/06/27 12:42:32 - mmengine - INFO - Epoch(train) [168][1340/3757] lr: 1.281e-04 eta: 3:28:10 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 12.3059 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7893 loss: 1.7893 2022/06/27 12:42:37 - mmengine - INFO - Epoch(train) [168][1360/3757] lr: 1.281e-04 eta: 3:28:05 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 14.3240 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7830 loss: 1.7830 2022/06/27 12:42:42 - mmengine - INFO - Epoch(train) [168][1380/3757] lr: 1.281e-04 eta: 3:27:59 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 11.0450 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.6339 loss: 1.6339 2022/06/27 12:42:48 - mmengine - INFO - Epoch(train) [168][1400/3757] lr: 1.281e-04 eta: 3:27:54 time: 0.254 data_time: 0.010 memory: 5036 grad_norm: 12.1111 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4979 loss: 1.4979 2022/06/27 12:42:53 - mmengine - INFO - Epoch(train) [168][1420/3757] lr: 1.281e-04 eta: 3:27:49 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 12.0458 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.9238 loss: 0.9238 2022/06/27 12:42:58 - mmengine - INFO - Epoch(train) [168][1440/3757] lr: 1.281e-04 eta: 3:27:44 time: 0.259 data_time: 0.012 memory: 5036 grad_norm: 13.8122 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4907 loss: 1.4907 2022/06/27 12:43:04 - mmengine - INFO - Epoch(train) [168][1460/3757] lr: 1.281e-04 eta: 3:27:38 time: 0.285 data_time: 0.010 memory: 5036 grad_norm: 13.4450 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.3898 loss: 1.3898 2022/06/27 12:43:09 - mmengine - INFO - Epoch(train) [168][1480/3757] lr: 1.281e-04 eta: 3:27:33 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 13.4641 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6960 loss: 1.6960 2022/06/27 12:43:14 - mmengine - INFO - Epoch(train) [168][1500/3757] lr: 1.281e-04 eta: 3:27:28 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 11.4965 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.2295 loss: 1.2295 2022/06/27 12:43:19 - mmengine - INFO - Epoch(train) [168][1520/3757] lr: 1.281e-04 eta: 3:27:23 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 11.5650 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7021 loss: 1.7021 2022/06/27 12:43:25 - mmengine - INFO - Epoch(train) [168][1540/3757] lr: 1.281e-04 eta: 3:27:17 time: 0.256 data_time: 0.013 memory: 5036 grad_norm: 11.3643 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.8836 loss: 1.8836 2022/06/27 12:43:30 - mmengine - INFO - Epoch(train) [168][1560/3757] lr: 1.281e-04 eta: 3:27:12 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 13.6442 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3453 loss: 1.3453 2022/06/27 12:43:35 - mmengine - INFO - Epoch(train) [168][1580/3757] lr: 1.281e-04 eta: 3:27:07 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 12.6166 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.4689 loss: 1.4689 2022/06/27 12:43:35 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 12:43:40 - mmengine - INFO - Epoch(train) [168][1600/3757] lr: 1.281e-04 eta: 3:27:02 time: 0.262 data_time: 0.009 memory: 5036 grad_norm: 13.2289 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.6691 loss: 1.6691 2022/06/27 12:43:46 - mmengine - INFO - Epoch(train) [168][1620/3757] lr: 1.281e-04 eta: 3:26:56 time: 0.254 data_time: 0.004 memory: 5036 grad_norm: 10.9698 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3231 loss: 1.3231 2022/06/27 12:43:51 - mmengine - INFO - Epoch(train) [168][1640/3757] lr: 1.281e-04 eta: 3:26:51 time: 0.266 data_time: 0.006 memory: 5036 grad_norm: 11.9376 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6766 loss: 1.6766 2022/06/27 12:43:56 - mmengine - INFO - Epoch(train) [168][1660/3757] lr: 1.281e-04 eta: 3:26:46 time: 0.258 data_time: 0.010 memory: 5036 grad_norm: 14.6490 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.5253 loss: 1.5253 2022/06/27 12:44:01 - mmengine - INFO - Epoch(train) [168][1680/3757] lr: 1.281e-04 eta: 3:26:41 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 11.8545 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.0260 loss: 1.0260 2022/06/27 12:44:07 - mmengine - INFO - Epoch(train) [168][1700/3757] lr: 1.281e-04 eta: 3:26:35 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 10.8148 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.1127 loss: 1.1127 2022/06/27 12:44:12 - mmengine - INFO - Epoch(train) [168][1720/3757] lr: 1.281e-04 eta: 3:26:30 time: 0.260 data_time: 0.012 memory: 5036 grad_norm: 14.7545 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.7179 loss: 1.7179 2022/06/27 12:44:17 - mmengine - INFO - Epoch(train) [168][1740/3757] lr: 1.281e-04 eta: 3:26:25 time: 0.272 data_time: 0.007 memory: 5036 grad_norm: 9.5409 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.4360 loss: 1.4360 2022/06/27 12:44:22 - mmengine - INFO - Epoch(train) [168][1760/3757] lr: 1.281e-04 eta: 3:26:20 time: 0.258 data_time: 0.004 memory: 5036 grad_norm: 11.4976 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.1266 loss: 1.1266 2022/06/27 12:44:28 - mmengine - INFO - Epoch(train) [168][1780/3757] lr: 1.281e-04 eta: 3:26:14 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 10.1646 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3061 loss: 1.3061 2022/06/27 12:44:33 - mmengine - INFO - Epoch(train) [168][1800/3757] lr: 1.281e-04 eta: 3:26:09 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 11.3026 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6306 loss: 1.6306 2022/06/27 12:44:39 - mmengine - INFO - Epoch(train) [168][1820/3757] lr: 1.281e-04 eta: 3:26:04 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 11.3670 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.6372 loss: 1.6372 2022/06/27 12:44:44 - mmengine - INFO - Epoch(train) [168][1840/3757] lr: 1.281e-04 eta: 3:25:59 time: 0.684 data_time: 0.021 memory: 5036 grad_norm: 13.0787 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.5538 loss: 1.5538 2022/06/27 12:44:50 - mmengine - INFO - Epoch(train) [168][1860/3757] lr: 1.281e-04 eta: 3:25:53 time: 0.260 data_time: 0.009 memory: 5036 grad_norm: 12.3400 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8168 loss: 1.8168 2022/06/27 12:44:55 - mmengine - INFO - Epoch(train) [168][1880/3757] lr: 1.281e-04 eta: 3:25:48 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 10.4396 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.6427 loss: 1.6427 2022/06/27 12:45:00 - mmengine - INFO - Epoch(train) [168][1900/3757] lr: 1.281e-04 eta: 3:25:43 time: 0.259 data_time: 0.009 memory: 5036 grad_norm: 13.6808 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8852 loss: 1.8852 2022/06/27 12:45:06 - mmengine - INFO - Epoch(train) [168][1920/3757] lr: 1.281e-04 eta: 3:25:38 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 11.0522 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5183 loss: 1.5183 2022/06/27 12:45:11 - mmengine - INFO - Epoch(train) [168][1940/3757] lr: 1.281e-04 eta: 3:25:32 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 11.8902 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3339 loss: 1.3339 2022/06/27 12:45:17 - mmengine - INFO - Epoch(train) [168][1960/3757] lr: 1.281e-04 eta: 3:25:27 time: 0.263 data_time: 0.007 memory: 5036 grad_norm: 11.3889 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5262 loss: 1.5262 2022/06/27 12:45:22 - mmengine - INFO - Epoch(train) [168][1980/3757] lr: 1.281e-04 eta: 3:25:22 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 12.5471 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3438 loss: 1.3438 2022/06/27 12:45:27 - mmengine - INFO - Epoch(train) [168][2000/3757] lr: 1.281e-04 eta: 3:25:17 time: 0.257 data_time: 0.008 memory: 5036 grad_norm: 11.8992 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.1795 loss: 1.1795 2022/06/27 12:45:33 - mmengine - INFO - Epoch(train) [168][2020/3757] lr: 1.281e-04 eta: 3:25:11 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 11.6063 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.2109 loss: 2.2109 2022/06/27 12:45:38 - mmengine - INFO - Epoch(train) [168][2040/3757] lr: 1.281e-04 eta: 3:25:06 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 10.9170 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4139 loss: 1.4139 2022/06/27 12:45:43 - mmengine - INFO - Epoch(train) [168][2060/3757] lr: 1.281e-04 eta: 3:25:01 time: 0.259 data_time: 0.010 memory: 5036 grad_norm: 11.3078 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4474 loss: 1.4474 2022/06/27 12:45:49 - mmengine - INFO - Epoch(train) [168][2080/3757] lr: 1.281e-04 eta: 3:24:56 time: 0.265 data_time: 0.007 memory: 5036 grad_norm: 12.7934 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.6048 loss: 1.6048 2022/06/27 12:45:54 - mmengine - INFO - Epoch(train) [168][2100/3757] lr: 1.281e-04 eta: 3:24:50 time: 0.283 data_time: 0.007 memory: 5036 grad_norm: 14.5638 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.6165 loss: 1.6165 2022/06/27 12:45:59 - mmengine - INFO - Epoch(train) [168][2120/3757] lr: 1.281e-04 eta: 3:24:45 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 11.9676 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.7842 loss: 1.7842 2022/06/27 12:46:05 - mmengine - INFO - Epoch(train) [168][2140/3757] lr: 1.281e-04 eta: 3:24:40 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 11.2280 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.2461 loss: 1.2461 2022/06/27 12:46:10 - mmengine - INFO - Epoch(train) [168][2160/3757] lr: 1.281e-04 eta: 3:24:34 time: 0.255 data_time: 0.008 memory: 5036 grad_norm: 13.0034 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.3407 loss: 1.3407 2022/06/27 12:46:15 - mmengine - INFO - Epoch(train) [168][2180/3757] lr: 1.281e-04 eta: 3:24:29 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 12.4973 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.5314 loss: 1.5314 2022/06/27 12:46:21 - mmengine - INFO - Epoch(train) [168][2200/3757] lr: 1.281e-04 eta: 3:24:24 time: 0.267 data_time: 0.006 memory: 5036 grad_norm: 13.6273 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.3532 loss: 1.3532 2022/06/27 12:46:26 - mmengine - INFO - Epoch(train) [168][2220/3757] lr: 1.281e-04 eta: 3:24:19 time: 0.256 data_time: 0.004 memory: 5036 grad_norm: 12.2100 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.2740 loss: 1.2740 2022/06/27 12:46:31 - mmengine - INFO - Epoch(train) [168][2240/3757] lr: 1.281e-04 eta: 3:24:13 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 13.3101 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.5902 loss: 1.5902 2022/06/27 12:46:36 - mmengine - INFO - Epoch(train) [168][2260/3757] lr: 1.281e-04 eta: 3:24:08 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 10.1399 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.7168 loss: 1.7168 2022/06/27 12:46:42 - mmengine - INFO - Epoch(train) [168][2280/3757] lr: 1.281e-04 eta: 3:24:03 time: 0.256 data_time: 0.012 memory: 5036 grad_norm: 10.0460 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.3704 loss: 1.3704 2022/06/27 12:46:47 - mmengine - INFO - Epoch(train) [168][2300/3757] lr: 1.281e-04 eta: 3:23:58 time: 0.259 data_time: 0.010 memory: 5036 grad_norm: 12.9729 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.7742 loss: 1.7742 2022/06/27 12:46:52 - mmengine - INFO - Epoch(train) [168][2320/3757] lr: 1.281e-04 eta: 3:23:52 time: 0.262 data_time: 0.009 memory: 5036 grad_norm: 12.9126 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3579 loss: 1.3579 2022/06/27 12:46:57 - mmengine - INFO - Epoch(train) [168][2340/3757] lr: 1.281e-04 eta: 3:23:47 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 12.6553 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.1396 loss: 1.1396 2022/06/27 12:47:03 - mmengine - INFO - Epoch(train) [168][2360/3757] lr: 1.281e-04 eta: 3:23:42 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 13.9514 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3573 loss: 1.3573 2022/06/27 12:47:08 - mmengine - INFO - Epoch(train) [168][2380/3757] lr: 1.281e-04 eta: 3:23:37 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 10.8044 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.2156 loss: 1.2156 2022/06/27 12:47:13 - mmengine - INFO - Epoch(train) [168][2400/3757] lr: 1.281e-04 eta: 3:23:31 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 12.8842 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3365 loss: 1.3365 2022/06/27 12:47:19 - mmengine - INFO - Epoch(train) [168][2420/3757] lr: 1.281e-04 eta: 3:23:26 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 12.6572 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8421 loss: 1.8421 2022/06/27 12:47:24 - mmengine - INFO - Epoch(train) [168][2440/3757] lr: 1.281e-04 eta: 3:23:21 time: 0.300 data_time: 0.007 memory: 5036 grad_norm: 11.9307 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5861 loss: 1.5861 2022/06/27 12:47:29 - mmengine - INFO - Epoch(train) [168][2460/3757] lr: 1.281e-04 eta: 3:23:16 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 13.7966 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.6982 loss: 1.6982 2022/06/27 12:47:34 - mmengine - INFO - Epoch(train) [168][2480/3757] lr: 1.281e-04 eta: 3:23:10 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 10.4232 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4352 loss: 1.4352 2022/06/27 12:47:40 - mmengine - INFO - Epoch(train) [168][2500/3757] lr: 1.281e-04 eta: 3:23:05 time: 0.250 data_time: 0.009 memory: 5036 grad_norm: 13.5734 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6011 loss: 1.6011 2022/06/27 12:47:45 - mmengine - INFO - Epoch(train) [168][2520/3757] lr: 1.281e-04 eta: 3:23:00 time: 0.256 data_time: 0.008 memory: 5036 grad_norm: 12.5568 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4672 loss: 1.4672 2022/06/27 12:47:50 - mmengine - INFO - Epoch(train) [168][2540/3757] lr: 1.281e-04 eta: 3:22:55 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 13.4370 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.9904 loss: 0.9904 2022/06/27 12:47:55 - mmengine - INFO - Epoch(train) [168][2560/3757] lr: 1.281e-04 eta: 3:22:49 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 15.3618 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.6678 loss: 1.6678 2022/06/27 12:48:01 - mmengine - INFO - Epoch(train) [168][2580/3757] lr: 1.281e-04 eta: 3:22:44 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 15.2234 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2266 loss: 1.2266 2022/06/27 12:48:01 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 12:48:06 - mmengine - INFO - Epoch(train) [168][2600/3757] lr: 1.281e-04 eta: 3:22:39 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 13.0975 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5179 loss: 1.5179 2022/06/27 12:48:11 - mmengine - INFO - Epoch(train) [168][2620/3757] lr: 1.281e-04 eta: 3:22:34 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 12.2812 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.5519 loss: 1.5519 2022/06/27 12:48:17 - mmengine - INFO - Epoch(train) [168][2640/3757] lr: 1.281e-04 eta: 3:22:28 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 13.0033 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7327 loss: 1.7327 2022/06/27 12:48:22 - mmengine - INFO - Epoch(train) [168][2660/3757] lr: 1.281e-04 eta: 3:22:23 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 15.4465 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.1598 loss: 1.1598 2022/06/27 12:48:27 - mmengine - INFO - Epoch(train) [168][2680/3757] lr: 1.281e-04 eta: 3:22:18 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 10.8824 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.0571 loss: 2.0571 2022/06/27 12:48:32 - mmengine - INFO - Epoch(train) [168][2700/3757] lr: 1.281e-04 eta: 3:22:12 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 13.4067 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5734 loss: 1.5734 2022/06/27 12:48:37 - mmengine - INFO - Epoch(train) [168][2720/3757] lr: 1.281e-04 eta: 3:22:07 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 13.3900 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9476 loss: 1.9476 2022/06/27 12:48:43 - mmengine - INFO - Epoch(train) [168][2740/3757] lr: 1.281e-04 eta: 3:22:02 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 13.6613 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 0.9859 loss: 0.9859 2022/06/27 12:48:48 - mmengine - INFO - Epoch(train) [168][2760/3757] lr: 1.281e-04 eta: 3:21:57 time: 0.263 data_time: 0.007 memory: 5036 grad_norm: 11.5706 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5185 loss: 1.5185 2022/06/27 12:48:53 - mmengine - INFO - Epoch(train) [168][2780/3757] lr: 1.281e-04 eta: 3:21:51 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 12.0231 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 2.1958 loss: 2.1958 2022/06/27 12:48:59 - mmengine - INFO - Epoch(train) [168][2800/3757] lr: 1.281e-04 eta: 3:21:46 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 15.2207 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.5191 loss: 1.5191 2022/06/27 12:49:04 - mmengine - INFO - Epoch(train) [168][2820/3757] lr: 1.281e-04 eta: 3:21:41 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 13.0636 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7001 loss: 1.7001 2022/06/27 12:49:09 - mmengine - INFO - Epoch(train) [168][2840/3757] lr: 1.281e-04 eta: 3:21:36 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 11.1552 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7838 loss: 1.7838 2022/06/27 12:49:15 - mmengine - INFO - Epoch(train) [168][2860/3757] lr: 1.281e-04 eta: 3:21:30 time: 0.264 data_time: 0.014 memory: 5036 grad_norm: 12.6063 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4768 loss: 1.4768 2022/06/27 12:49:20 - mmengine - INFO - Epoch(train) [168][2880/3757] lr: 1.281e-04 eta: 3:21:25 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 10.6628 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5925 loss: 1.5925 2022/06/27 12:49:25 - mmengine - INFO - Epoch(train) [168][2900/3757] lr: 1.281e-04 eta: 3:21:20 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 12.9382 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3718 loss: 1.3718 2022/06/27 12:49:31 - mmengine - INFO - Epoch(train) [168][2920/3757] lr: 1.281e-04 eta: 3:21:15 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 11.9784 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3228 loss: 1.3228 2022/06/27 12:49:36 - mmengine - INFO - Epoch(train) [168][2940/3757] lr: 1.281e-04 eta: 3:21:09 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 12.2878 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.6268 loss: 1.6268 2022/06/27 12:49:41 - mmengine - INFO - Epoch(train) [168][2960/3757] lr: 1.281e-04 eta: 3:21:04 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 11.9910 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4610 loss: 1.4610 2022/06/27 12:49:47 - mmengine - INFO - Epoch(train) [168][2980/3757] lr: 1.281e-04 eta: 3:20:59 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 11.8647 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.1189 loss: 1.1189 2022/06/27 12:49:52 - mmengine - INFO - Epoch(train) [168][3000/3757] lr: 1.281e-04 eta: 3:20:54 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 10.4612 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3803 loss: 1.3803 2022/06/27 12:49:58 - mmengine - INFO - Epoch(train) [168][3020/3757] lr: 1.281e-04 eta: 3:20:48 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 13.9442 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1425 loss: 2.1425 2022/06/27 12:50:03 - mmengine - INFO - Epoch(train) [168][3040/3757] lr: 1.281e-04 eta: 3:20:43 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 11.1842 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.6808 loss: 1.6808 2022/06/27 12:50:08 - mmengine - INFO - Epoch(train) [168][3060/3757] lr: 1.281e-04 eta: 3:20:38 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 10.9609 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.0837 loss: 1.0837 2022/06/27 12:50:14 - mmengine - INFO - Epoch(train) [168][3080/3757] lr: 1.281e-04 eta: 3:20:33 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 11.9133 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.5937 loss: 1.5937 2022/06/27 12:50:19 - mmengine - INFO - Epoch(train) [168][3100/3757] lr: 1.281e-04 eta: 3:20:27 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 14.0250 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.4655 loss: 1.4655 2022/06/27 12:50:25 - mmengine - INFO - Epoch(train) [168][3120/3757] lr: 1.281e-04 eta: 3:20:22 time: 0.268 data_time: 0.007 memory: 5036 grad_norm: 14.2563 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.6966 loss: 1.6966 2022/06/27 12:50:30 - mmengine - INFO - Epoch(train) [168][3140/3757] lr: 1.281e-04 eta: 3:20:17 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 12.4587 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.3708 loss: 1.3708 2022/06/27 12:50:35 - mmengine - INFO - Epoch(train) [168][3160/3757] lr: 1.281e-04 eta: 3:20:12 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 10.8724 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.7846 loss: 1.7846 2022/06/27 12:50:41 - mmengine - INFO - Epoch(train) [168][3180/3757] lr: 1.281e-04 eta: 3:20:06 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 13.3189 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5378 loss: 1.5378 2022/06/27 12:50:46 - mmengine - INFO - Epoch(train) [168][3200/3757] lr: 1.281e-04 eta: 3:20:01 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 14.3757 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5762 loss: 1.5762 2022/06/27 12:50:51 - mmengine - INFO - Epoch(train) [168][3220/3757] lr: 1.281e-04 eta: 3:19:56 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 11.0612 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5155 loss: 1.5155 2022/06/27 12:50:56 - mmengine - INFO - Epoch(train) [168][3240/3757] lr: 1.281e-04 eta: 3:19:51 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 13.3911 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7486 loss: 1.7486 2022/06/27 12:51:02 - mmengine - INFO - Epoch(train) [168][3260/3757] lr: 1.281e-04 eta: 3:19:45 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 12.4612 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4869 loss: 1.4869 2022/06/27 12:51:07 - mmengine - INFO - Epoch(train) [168][3280/3757] lr: 1.281e-04 eta: 3:19:40 time: 0.261 data_time: 0.010 memory: 5036 grad_norm: 12.9258 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7148 loss: 1.7148 2022/06/27 12:51:12 - mmengine - INFO - Epoch(train) [168][3300/3757] lr: 1.281e-04 eta: 3:19:35 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 12.0232 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2254 loss: 1.2254 2022/06/27 12:51:18 - mmengine - INFO - Epoch(train) [168][3320/3757] lr: 1.281e-04 eta: 3:19:30 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 14.3541 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5035 loss: 1.5035 2022/06/27 12:51:23 - mmengine - INFO - Epoch(train) [168][3340/3757] lr: 1.281e-04 eta: 3:19:24 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 10.2723 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6518 loss: 1.6518 2022/06/27 12:51:28 - mmengine - INFO - Epoch(train) [168][3360/3757] lr: 1.281e-04 eta: 3:19:19 time: 0.256 data_time: 0.004 memory: 5036 grad_norm: 13.6209 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.9040 loss: 1.9040 2022/06/27 12:51:34 - mmengine - INFO - Epoch(train) [168][3380/3757] lr: 1.281e-04 eta: 3:19:14 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 11.9318 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.2198 loss: 1.2198 2022/06/27 12:51:39 - mmengine - INFO - Epoch(train) [168][3400/3757] lr: 1.281e-04 eta: 3:19:09 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 15.2758 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.6580 loss: 1.6580 2022/06/27 12:51:44 - mmengine - INFO - Epoch(train) [168][3420/3757] lr: 1.281e-04 eta: 3:19:03 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 10.8664 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.4387 loss: 1.4387 2022/06/27 12:51:49 - mmengine - INFO - Epoch(train) [168][3440/3757] lr: 1.281e-04 eta: 3:18:58 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 14.0427 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7614 loss: 1.7614 2022/06/27 12:51:55 - mmengine - INFO - Epoch(train) [168][3460/3757] lr: 1.281e-04 eta: 3:18:53 time: 0.270 data_time: 0.023 memory: 5036 grad_norm: 14.4857 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.7037 loss: 1.7037 2022/06/27 12:52:00 - mmengine - INFO - Epoch(train) [168][3480/3757] lr: 1.281e-04 eta: 3:18:47 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 10.4862 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8047 loss: 1.8047 2022/06/27 12:52:05 - mmengine - INFO - Epoch(train) [168][3500/3757] lr: 1.281e-04 eta: 3:18:42 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 12.3842 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8194 loss: 1.8194 2022/06/27 12:52:11 - mmengine - INFO - Epoch(train) [168][3520/3757] lr: 1.281e-04 eta: 3:18:37 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 14.1582 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.6162 loss: 1.6162 2022/06/27 12:52:16 - mmengine - INFO - Epoch(train) [168][3540/3757] lr: 1.281e-04 eta: 3:18:32 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 14.1651 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4155 loss: 1.4155 2022/06/27 12:52:21 - mmengine - INFO - Epoch(train) [168][3560/3757] lr: 1.281e-04 eta: 3:18:26 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 12.9918 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.7955 loss: 1.7955 2022/06/27 12:52:27 - mmengine - INFO - Epoch(train) [168][3580/3757] lr: 1.281e-04 eta: 3:18:21 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 14.9816 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0939 loss: 2.0939 2022/06/27 12:52:27 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 12:52:32 - mmengine - INFO - Epoch(train) [168][3600/3757] lr: 1.281e-04 eta: 3:18:16 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 12.6868 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.7489 loss: 1.7489 2022/06/27 12:52:37 - mmengine - INFO - Epoch(train) [168][3620/3757] lr: 1.281e-04 eta: 3:18:11 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 12.3160 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.2630 loss: 1.2630 2022/06/27 12:52:42 - mmengine - INFO - Epoch(train) [168][3640/3757] lr: 1.281e-04 eta: 3:18:05 time: 0.266 data_time: 0.007 memory: 5036 grad_norm: 15.4495 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3213 loss: 1.3213 2022/06/27 12:52:48 - mmengine - INFO - Epoch(train) [168][3660/3757] lr: 1.281e-04 eta: 3:18:00 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 11.6717 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.6106 loss: 1.6106 2022/06/27 12:52:53 - mmengine - INFO - Epoch(train) [168][3680/3757] lr: 1.281e-04 eta: 3:17:55 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 12.2943 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7715 loss: 1.7715 2022/06/27 12:52:59 - mmengine - INFO - Epoch(train) [168][3700/3757] lr: 1.281e-04 eta: 3:17:50 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 9.9793 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6119 loss: 1.6119 2022/06/27 12:53:04 - mmengine - INFO - Epoch(train) [168][3720/3757] lr: 1.281e-04 eta: 3:17:44 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 11.5955 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3397 loss: 1.3397 2022/06/27 12:53:09 - mmengine - INFO - Epoch(train) [168][3740/3757] lr: 1.281e-04 eta: 3:17:39 time: 0.243 data_time: 0.006 memory: 5036 grad_norm: 12.0392 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6004 loss: 1.6004 2022/06/27 12:53:13 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 12:53:13 - mmengine - INFO - Saving checkpoint at 168 epochs 2022/06/27 12:53:26 - mmengine - INFO - Epoch(val) [168][20/310] eta: 0:01:47 time: 0.109 data_time: 0.002 memory: 5036 2022/06/27 12:53:31 - mmengine - INFO - Epoch(val) [168][40/310] eta: 0:01:34 time: 0.109 data_time: 0.002 memory: 1723 2022/06/27 12:53:36 - mmengine - INFO - Epoch(val) [168][60/310] eta: 0:00:26 time: 0.104 data_time: 0.002 memory: 1723 2022/06/27 12:53:40 - mmengine - INFO - Epoch(val) [168][80/310] eta: 0:00:24 time: 0.105 data_time: 0.002 memory: 1723 2022/06/27 12:53:47 - mmengine - INFO - Epoch(val) [168][100/310] eta: 0:01:15 time: 0.109 data_time: 0.002 memory: 1723 2022/06/27 12:53:52 - mmengine - INFO - Epoch(val) [168][120/310] eta: 0:01:02 time: 0.103 data_time: 0.002 memory: 1723 2022/06/27 12:53:56 - mmengine - INFO - Epoch(val) [168][140/310] eta: 0:00:17 time: 0.106 data_time: 0.005 memory: 1723 2022/06/27 12:54:01 - mmengine - INFO - Epoch(val) [168][160/310] eta: 0:00:15 time: 0.103 data_time: 0.001 memory: 1723 2022/06/27 12:54:08 - mmengine - INFO - Epoch(val) [168][180/310] eta: 0:00:45 time: 0.108 data_time: 0.001 memory: 1723 2022/06/27 12:54:12 - mmengine - INFO - Epoch(val) [168][200/310] eta: 0:00:37 time: 0.103 data_time: 0.001 memory: 1723 2022/06/27 12:54:17 - mmengine - INFO - Epoch(val) [168][220/310] eta: 0:00:09 time: 0.113 data_time: 0.011 memory: 1723 2022/06/27 12:54:22 - mmengine - INFO - Epoch(val) [168][240/310] eta: 0:00:07 time: 0.109 data_time: 0.001 memory: 1723 2022/06/27 12:54:29 - mmengine - INFO - Epoch(val) [168][260/310] eta: 0:00:17 time: 0.104 data_time: 0.001 memory: 1723 2022/06/27 12:54:34 - mmengine - INFO - Epoch(val) [168][280/310] eta: 0:00:10 time: 0.109 data_time: 0.002 memory: 1723 2022/06/27 12:54:36 - mmengine - INFO - Epoch(val) [168][300/310] eta: 0:00:01 time: 0.100 data_time: 0.004 memory: 1723 2022/06/27 12:54:38 - mmengine - INFO - Epoch(val) [168][310/310] acc/top1: 0.6107 acc/top5: 0.8270 acc/mean1: 0.6106 2022/06/27 12:54:48 - mmengine - INFO - Epoch(train) [169][20/3757] lr: 1.093e-04 eta: 3:17:30 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 12.5811 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.0600 loss: 1.0600 2022/06/27 12:54:53 - mmengine - INFO - Epoch(train) [169][40/3757] lr: 1.093e-04 eta: 3:17:24 time: 0.247 data_time: 0.004 memory: 5036 grad_norm: 10.1958 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8712 loss: 1.8712 2022/06/27 12:54:59 - mmengine - INFO - Epoch(train) [169][60/3757] lr: 1.093e-04 eta: 3:17:19 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 12.9843 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5978 loss: 1.5978 2022/06/27 12:55:04 - mmengine - INFO - Epoch(train) [169][80/3757] lr: 1.093e-04 eta: 3:17:14 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 10.8791 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4412 loss: 1.4412 2022/06/27 12:55:09 - mmengine - INFO - Epoch(train) [169][100/3757] lr: 1.093e-04 eta: 3:17:09 time: 0.267 data_time: 0.007 memory: 5036 grad_norm: 15.0851 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5335 loss: 1.5335 2022/06/27 12:55:15 - mmengine - INFO - Epoch(train) [169][120/3757] lr: 1.093e-04 eta: 3:17:03 time: 0.304 data_time: 0.003 memory: 5036 grad_norm: 14.5981 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6460 loss: 1.6460 2022/06/27 12:55:20 - mmengine - INFO - Epoch(train) [169][140/3757] lr: 1.093e-04 eta: 3:16:58 time: 0.257 data_time: 0.004 memory: 5036 grad_norm: 12.5381 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.9139 loss: 1.9139 2022/06/27 12:55:26 - mmengine - INFO - Epoch(train) [169][160/3757] lr: 1.093e-04 eta: 3:16:53 time: 0.260 data_time: 0.004 memory: 5036 grad_norm: 11.6390 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6724 loss: 1.6724 2022/06/27 12:55:31 - mmengine - INFO - Epoch(train) [169][180/3757] lr: 1.093e-04 eta: 3:16:48 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 11.8467 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7735 loss: 1.7735 2022/06/27 12:55:36 - mmengine - INFO - Epoch(train) [169][200/3757] lr: 1.093e-04 eta: 3:16:42 time: 0.252 data_time: 0.004 memory: 5036 grad_norm: 13.8739 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6354 loss: 1.6354 2022/06/27 12:55:42 - mmengine - INFO - Epoch(train) [169][220/3757] lr: 1.093e-04 eta: 3:16:37 time: 0.257 data_time: 0.004 memory: 5036 grad_norm: 11.7767 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7457 loss: 1.7457 2022/06/27 12:55:47 - mmengine - INFO - Epoch(train) [169][240/3757] lr: 1.093e-04 eta: 3:16:32 time: 0.256 data_time: 0.004 memory: 5036 grad_norm: 12.1668 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5082 loss: 1.5082 2022/06/27 12:55:53 - mmengine - INFO - Epoch(train) [169][260/3757] lr: 1.093e-04 eta: 3:16:27 time: 0.257 data_time: 0.004 memory: 5036 grad_norm: 11.5824 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4485 loss: 1.4485 2022/06/27 12:55:58 - mmengine - INFO - Epoch(train) [169][280/3757] lr: 1.093e-04 eta: 3:16:21 time: 0.256 data_time: 0.004 memory: 5036 grad_norm: 14.3117 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5564 loss: 1.5564 2022/06/27 12:56:03 - mmengine - INFO - Epoch(train) [169][300/3757] lr: 1.093e-04 eta: 3:16:16 time: 0.257 data_time: 0.004 memory: 5036 grad_norm: 15.4804 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.3399 loss: 1.3399 2022/06/27 12:56:09 - mmengine - INFO - Epoch(train) [169][320/3757] lr: 1.093e-04 eta: 3:16:11 time: 0.252 data_time: 0.004 memory: 5036 grad_norm: 10.4569 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3419 loss: 1.3419 2022/06/27 12:56:14 - mmengine - INFO - Epoch(train) [169][340/3757] lr: 1.093e-04 eta: 3:16:06 time: 0.261 data_time: 0.004 memory: 5036 grad_norm: 13.8265 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.4917 loss: 1.4917 2022/06/27 12:56:19 - mmengine - INFO - Epoch(train) [169][360/3757] lr: 1.093e-04 eta: 3:16:00 time: 0.265 data_time: 0.004 memory: 5036 grad_norm: 11.7619 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.5647 loss: 1.5647 2022/06/27 12:56:25 - mmengine - INFO - Epoch(train) [169][380/3757] lr: 1.093e-04 eta: 3:15:55 time: 0.458 data_time: 0.003 memory: 5036 grad_norm: 13.2270 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5790 loss: 1.5790 2022/06/27 12:56:30 - mmengine - INFO - Epoch(train) [169][400/3757] lr: 1.093e-04 eta: 3:15:50 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 13.8191 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7525 loss: 1.7525 2022/06/27 12:56:36 - mmengine - INFO - Epoch(train) [169][420/3757] lr: 1.093e-04 eta: 3:15:45 time: 0.259 data_time: 0.004 memory: 5036 grad_norm: 9.5126 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3887 loss: 1.3887 2022/06/27 12:56:41 - mmengine - INFO - Epoch(train) [169][440/3757] lr: 1.093e-04 eta: 3:15:39 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 11.0550 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.5918 loss: 1.5918 2022/06/27 12:56:47 - mmengine - INFO - Epoch(train) [169][460/3757] lr: 1.093e-04 eta: 3:15:34 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 14.7844 top1_acc: 0.1250 top5_acc: 0.3750 loss_cls: 1.5949 loss: 1.5949 2022/06/27 12:56:52 - mmengine - INFO - Epoch(train) [169][480/3757] lr: 1.093e-04 eta: 3:15:29 time: 0.267 data_time: 0.008 memory: 5036 grad_norm: 13.2758 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5219 loss: 1.5219 2022/06/27 12:56:58 - mmengine - INFO - Epoch(train) [169][500/3757] lr: 1.093e-04 eta: 3:15:24 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 15.0006 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.7255 loss: 1.7255 2022/06/27 12:57:03 - mmengine - INFO - Epoch(train) [169][520/3757] lr: 1.093e-04 eta: 3:15:18 time: 0.273 data_time: 0.004 memory: 5036 grad_norm: 11.6129 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.5036 loss: 1.5036 2022/06/27 12:57:08 - mmengine - INFO - Epoch(train) [169][540/3757] lr: 1.093e-04 eta: 3:15:13 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 10.8149 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.2273 loss: 1.2273 2022/06/27 12:57:13 - mmengine - INFO - Epoch(train) [169][560/3757] lr: 1.093e-04 eta: 3:15:08 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 14.2369 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4628 loss: 1.4628 2022/06/27 12:57:19 - mmengine - INFO - Epoch(train) [169][580/3757] lr: 1.093e-04 eta: 3:15:02 time: 0.254 data_time: 0.010 memory: 5036 grad_norm: 12.8753 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 1.7101 loss: 1.7101 2022/06/27 12:57:24 - mmengine - INFO - Epoch(train) [169][600/3757] lr: 1.093e-04 eta: 3:14:57 time: 0.257 data_time: 0.012 memory: 5036 grad_norm: 15.2350 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.3401 loss: 1.3401 2022/06/27 12:57:29 - mmengine - INFO - Epoch(train) [169][620/3757] lr: 1.093e-04 eta: 3:14:52 time: 0.262 data_time: 0.014 memory: 5036 grad_norm: 11.9003 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5827 loss: 1.5827 2022/06/27 12:57:34 - mmengine - INFO - Epoch(train) [169][640/3757] lr: 1.093e-04 eta: 3:14:47 time: 0.255 data_time: 0.011 memory: 5036 grad_norm: 12.7058 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3732 loss: 1.3732 2022/06/27 12:57:40 - mmengine - INFO - Epoch(train) [169][660/3757] lr: 1.093e-04 eta: 3:14:41 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 13.5685 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.4419 loss: 1.4419 2022/06/27 12:57:45 - mmengine - INFO - Epoch(train) [169][680/3757] lr: 1.093e-04 eta: 3:14:36 time: 0.274 data_time: 0.022 memory: 5036 grad_norm: 11.0221 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.9614 loss: 1.9614 2022/06/27 12:57:50 - mmengine - INFO - Epoch(train) [169][700/3757] lr: 1.093e-04 eta: 3:14:31 time: 0.269 data_time: 0.003 memory: 5036 grad_norm: 10.3004 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4861 loss: 1.4861 2022/06/27 12:57:56 - mmengine - INFO - Epoch(train) [169][720/3757] lr: 1.093e-04 eta: 3:14:26 time: 0.268 data_time: 0.009 memory: 5036 grad_norm: 11.8923 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4057 loss: 1.4057 2022/06/27 12:58:01 - mmengine - INFO - Epoch(train) [169][740/3757] lr: 1.093e-04 eta: 3:14:20 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 11.4465 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5248 loss: 1.5248 2022/06/27 12:58:06 - mmengine - INFO - Epoch(train) [169][760/3757] lr: 1.093e-04 eta: 3:14:15 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 12.6674 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5285 loss: 1.5285 2022/06/27 12:58:12 - mmengine - INFO - Epoch(train) [169][780/3757] lr: 1.093e-04 eta: 3:14:10 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 12.7671 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5183 loss: 1.5183 2022/06/27 12:58:17 - mmengine - INFO - Epoch(train) [169][800/3757] lr: 1.093e-04 eta: 3:14:05 time: 0.266 data_time: 0.003 memory: 5036 grad_norm: 13.8477 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.1203 loss: 1.1203 2022/06/27 12:58:23 - mmengine - INFO - Epoch(train) [169][820/3757] lr: 1.093e-04 eta: 3:13:59 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 13.5520 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3755 loss: 1.3755 2022/06/27 12:58:24 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 12:58:28 - mmengine - INFO - Epoch(train) [169][840/3757] lr: 1.093e-04 eta: 3:13:54 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 14.0974 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4915 loss: 1.4915 2022/06/27 12:58:33 - mmengine - INFO - Epoch(train) [169][860/3757] lr: 1.093e-04 eta: 3:13:49 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 12.1382 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7005 loss: 1.7005 2022/06/27 12:58:38 - mmengine - INFO - Epoch(train) [169][880/3757] lr: 1.093e-04 eta: 3:13:44 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 12.0952 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2589 loss: 1.2589 2022/06/27 12:58:44 - mmengine - INFO - Epoch(train) [169][900/3757] lr: 1.093e-04 eta: 3:13:38 time: 0.253 data_time: 0.010 memory: 5036 grad_norm: 11.2024 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.5685 loss: 1.5685 2022/06/27 12:58:49 - mmengine - INFO - Epoch(train) [169][920/3757] lr: 1.093e-04 eta: 3:13:33 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 13.0622 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4505 loss: 1.4505 2022/06/27 12:58:54 - mmengine - INFO - Epoch(train) [169][940/3757] lr: 1.093e-04 eta: 3:13:28 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 14.2979 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.6326 loss: 1.6326 2022/06/27 12:58:59 - mmengine - INFO - Epoch(train) [169][960/3757] lr: 1.093e-04 eta: 3:13:23 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 11.0329 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2349 loss: 1.2349 2022/06/27 12:59:05 - mmengine - INFO - Epoch(train) [169][980/3757] lr: 1.093e-04 eta: 3:13:17 time: 0.271 data_time: 0.007 memory: 5036 grad_norm: 13.4726 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6029 loss: 1.6029 2022/06/27 12:59:10 - mmengine - INFO - Epoch(train) [169][1000/3757] lr: 1.093e-04 eta: 3:13:12 time: 0.266 data_time: 0.009 memory: 5036 grad_norm: 13.3441 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3730 loss: 1.3730 2022/06/27 12:59:16 - mmengine - INFO - Epoch(train) [169][1020/3757] lr: 1.093e-04 eta: 3:13:07 time: 0.545 data_time: 0.022 memory: 5036 grad_norm: 13.5292 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6030 loss: 1.6030 2022/06/27 12:59:21 - mmengine - INFO - Epoch(train) [169][1040/3757] lr: 1.093e-04 eta: 3:13:02 time: 0.267 data_time: 0.009 memory: 5036 grad_norm: 11.2527 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.1311 loss: 1.1311 2022/06/27 12:59:26 - mmengine - INFO - Epoch(train) [169][1060/3757] lr: 1.093e-04 eta: 3:12:56 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 12.6476 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.5105 loss: 1.5105 2022/06/27 12:59:31 - mmengine - INFO - Epoch(train) [169][1080/3757] lr: 1.093e-04 eta: 3:12:51 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 14.3306 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.7892 loss: 1.7892 2022/06/27 12:59:37 - mmengine - INFO - Epoch(train) [169][1100/3757] lr: 1.093e-04 eta: 3:12:46 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 12.2355 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4755 loss: 1.4755 2022/06/27 12:59:42 - mmengine - INFO - Epoch(train) [169][1120/3757] lr: 1.093e-04 eta: 3:12:41 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 14.0483 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.4996 loss: 1.4996 2022/06/27 12:59:47 - mmengine - INFO - Epoch(train) [169][1140/3757] lr: 1.093e-04 eta: 3:12:35 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 12.2571 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.4596 loss: 1.4596 2022/06/27 12:59:53 - mmengine - INFO - Epoch(train) [169][1160/3757] lr: 1.093e-04 eta: 3:12:30 time: 0.262 data_time: 0.008 memory: 5036 grad_norm: 12.5840 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.5581 loss: 1.5581 2022/06/27 12:59:58 - mmengine - INFO - Epoch(train) [169][1180/3757] lr: 1.093e-04 eta: 3:12:25 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 12.5671 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8054 loss: 1.8054 2022/06/27 13:00:03 - mmengine - INFO - Epoch(train) [169][1200/3757] lr: 1.093e-04 eta: 3:12:20 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 9.6275 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9950 loss: 1.9950 2022/06/27 13:00:09 - mmengine - INFO - Epoch(train) [169][1220/3757] lr: 1.093e-04 eta: 3:12:14 time: 0.261 data_time: 0.010 memory: 5036 grad_norm: 12.6438 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3364 loss: 1.3364 2022/06/27 13:00:14 - mmengine - INFO - Epoch(train) [169][1240/3757] lr: 1.093e-04 eta: 3:12:09 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 11.5322 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.9742 loss: 1.9742 2022/06/27 13:00:20 - mmengine - INFO - Epoch(train) [169][1260/3757] lr: 1.093e-04 eta: 3:12:04 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 12.9560 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8727 loss: 1.8727 2022/06/27 13:00:25 - mmengine - INFO - Epoch(train) [169][1280/3757] lr: 1.093e-04 eta: 3:11:59 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 15.2136 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6975 loss: 1.6975 2022/06/27 13:00:30 - mmengine - INFO - Epoch(train) [169][1300/3757] lr: 1.093e-04 eta: 3:11:53 time: 0.268 data_time: 0.010 memory: 5036 grad_norm: 11.4135 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7720 loss: 1.7720 2022/06/27 13:00:36 - mmengine - INFO - Epoch(train) [169][1320/3757] lr: 1.093e-04 eta: 3:11:48 time: 0.323 data_time: 0.004 memory: 5036 grad_norm: 11.7491 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5414 loss: 1.5414 2022/06/27 13:00:41 - mmengine - INFO - Epoch(train) [169][1340/3757] lr: 1.093e-04 eta: 3:11:43 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 11.8799 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.1662 loss: 1.1662 2022/06/27 13:00:47 - mmengine - INFO - Epoch(train) [169][1360/3757] lr: 1.093e-04 eta: 3:11:37 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 12.2776 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4820 loss: 1.4820 2022/06/27 13:00:52 - mmengine - INFO - Epoch(train) [169][1380/3757] lr: 1.093e-04 eta: 3:11:32 time: 0.266 data_time: 0.020 memory: 5036 grad_norm: 13.0445 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5831 loss: 1.5831 2022/06/27 13:00:57 - mmengine - INFO - Epoch(train) [169][1400/3757] lr: 1.093e-04 eta: 3:11:27 time: 0.254 data_time: 0.004 memory: 5036 grad_norm: 12.2854 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5890 loss: 1.5890 2022/06/27 13:01:03 - mmengine - INFO - Epoch(train) [169][1420/3757] lr: 1.093e-04 eta: 3:11:22 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 15.5806 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.7533 loss: 1.7533 2022/06/27 13:01:08 - mmengine - INFO - Epoch(train) [169][1440/3757] lr: 1.093e-04 eta: 3:11:16 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 12.8598 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8567 loss: 1.8567 2022/06/27 13:01:13 - mmengine - INFO - Epoch(train) [169][1460/3757] lr: 1.093e-04 eta: 3:11:11 time: 0.262 data_time: 0.009 memory: 5036 grad_norm: 13.4769 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5604 loss: 1.5604 2022/06/27 13:01:18 - mmengine - INFO - Epoch(train) [169][1480/3757] lr: 1.093e-04 eta: 3:11:06 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 12.3481 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6620 loss: 1.6620 2022/06/27 13:01:23 - mmengine - INFO - Epoch(train) [169][1500/3757] lr: 1.093e-04 eta: 3:11:01 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 11.8728 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1305 loss: 1.1305 2022/06/27 13:01:29 - mmengine - INFO - Epoch(train) [169][1520/3757] lr: 1.093e-04 eta: 3:10:55 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 13.5275 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.1677 loss: 1.1677 2022/06/27 13:01:34 - mmengine - INFO - Epoch(train) [169][1540/3757] lr: 1.093e-04 eta: 3:10:50 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 12.8549 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.6789 loss: 1.6789 2022/06/27 13:01:39 - mmengine - INFO - Epoch(train) [169][1560/3757] lr: 1.093e-04 eta: 3:10:45 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 16.3462 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0692 loss: 2.0692 2022/06/27 13:01:44 - mmengine - INFO - Epoch(train) [169][1580/3757] lr: 1.093e-04 eta: 3:10:40 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 12.4496 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4436 loss: 1.4436 2022/06/27 13:01:50 - mmengine - INFO - Epoch(train) [169][1600/3757] lr: 1.093e-04 eta: 3:10:34 time: 0.259 data_time: 0.010 memory: 5036 grad_norm: 13.9253 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7490 loss: 1.7490 2022/06/27 13:01:55 - mmengine - INFO - Epoch(train) [169][1620/3757] lr: 1.093e-04 eta: 3:10:29 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 13.6801 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5807 loss: 1.5807 2022/06/27 13:02:00 - mmengine - INFO - Epoch(train) [169][1640/3757] lr: 1.093e-04 eta: 3:10:24 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 13.4100 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.8606 loss: 1.8606 2022/06/27 13:02:06 - mmengine - INFO - Epoch(train) [169][1660/3757] lr: 1.093e-04 eta: 3:10:19 time: 0.278 data_time: 0.026 memory: 5036 grad_norm: 11.6647 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.0390 loss: 1.0390 2022/06/27 13:02:11 - mmengine - INFO - Epoch(train) [169][1680/3757] lr: 1.093e-04 eta: 3:10:13 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 13.9216 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.7253 loss: 1.7253 2022/06/27 13:02:16 - mmengine - INFO - Epoch(train) [169][1700/3757] lr: 1.093e-04 eta: 3:10:08 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 12.8337 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 1.8114 loss: 1.8114 2022/06/27 13:02:22 - mmengine - INFO - Epoch(train) [169][1720/3757] lr: 1.093e-04 eta: 3:10:03 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 14.5059 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4078 loss: 1.4078 2022/06/27 13:02:27 - mmengine - INFO - Epoch(train) [169][1740/3757] lr: 1.093e-04 eta: 3:09:58 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 13.3276 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7146 loss: 1.7146 2022/06/27 13:02:32 - mmengine - INFO - Epoch(train) [169][1760/3757] lr: 1.093e-04 eta: 3:09:52 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 14.1193 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4543 loss: 1.4543 2022/06/27 13:02:37 - mmengine - INFO - Epoch(train) [169][1780/3757] lr: 1.093e-04 eta: 3:09:47 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 13.3048 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6295 loss: 1.6295 2022/06/27 13:02:43 - mmengine - INFO - Epoch(train) [169][1800/3757] lr: 1.093e-04 eta: 3:09:42 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 11.4851 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9248 loss: 1.9248 2022/06/27 13:02:48 - mmengine - INFO - Epoch(train) [169][1820/3757] lr: 1.093e-04 eta: 3:09:37 time: 0.250 data_time: 0.005 memory: 5036 grad_norm: 13.4421 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.3257 loss: 1.3257 2022/06/27 13:02:49 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 13:02:53 - mmengine - INFO - Epoch(train) [169][1840/3757] lr: 1.093e-04 eta: 3:09:31 time: 0.250 data_time: 0.007 memory: 5036 grad_norm: 12.7061 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.2418 loss: 1.2418 2022/06/27 13:02:58 - mmengine - INFO - Epoch(train) [169][1860/3757] lr: 1.093e-04 eta: 3:09:26 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 13.5636 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5118 loss: 1.5118 2022/06/27 13:03:04 - mmengine - INFO - Epoch(train) [169][1880/3757] lr: 1.093e-04 eta: 3:09:21 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 11.5320 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4157 loss: 1.4157 2022/06/27 13:03:09 - mmengine - INFO - Epoch(train) [169][1900/3757] lr: 1.093e-04 eta: 3:09:15 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 13.4973 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.2012 loss: 1.2012 2022/06/27 13:03:14 - mmengine - INFO - Epoch(train) [169][1920/3757] lr: 1.093e-04 eta: 3:09:10 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 10.6211 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0262 loss: 2.0262 2022/06/27 13:03:19 - mmengine - INFO - Epoch(train) [169][1940/3757] lr: 1.093e-04 eta: 3:09:05 time: 0.257 data_time: 0.008 memory: 5036 grad_norm: 11.5512 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.5389 loss: 1.5389 2022/06/27 13:03:25 - mmengine - INFO - Epoch(train) [169][1960/3757] lr: 1.093e-04 eta: 3:09:00 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 12.2564 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.5792 loss: 1.5792 2022/06/27 13:03:30 - mmengine - INFO - Epoch(train) [169][1980/3757] lr: 1.093e-04 eta: 3:08:54 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 11.2733 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4872 loss: 1.4872 2022/06/27 13:03:35 - mmengine - INFO - Epoch(train) [169][2000/3757] lr: 1.093e-04 eta: 3:08:49 time: 0.260 data_time: 0.012 memory: 5036 grad_norm: 12.4825 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.6686 loss: 1.6686 2022/06/27 13:03:41 - mmengine - INFO - Epoch(train) [169][2020/3757] lr: 1.093e-04 eta: 3:08:44 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 12.3450 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8874 loss: 1.8874 2022/06/27 13:03:46 - mmengine - INFO - Epoch(train) [169][2040/3757] lr: 1.093e-04 eta: 3:08:39 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 12.2927 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.2348 loss: 1.2348 2022/06/27 13:03:51 - mmengine - INFO - Epoch(train) [169][2060/3757] lr: 1.093e-04 eta: 3:08:33 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 12.4971 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.4365 loss: 1.4365 2022/06/27 13:03:56 - mmengine - INFO - Epoch(train) [169][2080/3757] lr: 1.093e-04 eta: 3:08:28 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 15.3993 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5996 loss: 1.5996 2022/06/27 13:04:02 - mmengine - INFO - Epoch(train) [169][2100/3757] lr: 1.093e-04 eta: 3:08:23 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 13.3423 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5348 loss: 1.5348 2022/06/27 13:04:07 - mmengine - INFO - Epoch(train) [169][2120/3757] lr: 1.093e-04 eta: 3:08:18 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 13.5361 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5974 loss: 1.5974 2022/06/27 13:04:12 - mmengine - INFO - Epoch(train) [169][2140/3757] lr: 1.093e-04 eta: 3:08:12 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 14.4414 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6110 loss: 1.6110 2022/06/27 13:04:17 - mmengine - INFO - Epoch(train) [169][2160/3757] lr: 1.093e-04 eta: 3:08:07 time: 0.268 data_time: 0.007 memory: 5036 grad_norm: 10.6562 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7096 loss: 1.7096 2022/06/27 13:04:23 - mmengine - INFO - Epoch(train) [169][2180/3757] lr: 1.093e-04 eta: 3:08:02 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 12.2149 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5449 loss: 1.5449 2022/06/27 13:04:28 - mmengine - INFO - Epoch(train) [169][2200/3757] lr: 1.093e-04 eta: 3:07:57 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 11.9193 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6686 loss: 1.6686 2022/06/27 13:04:33 - mmengine - INFO - Epoch(train) [169][2220/3757] lr: 1.093e-04 eta: 3:07:51 time: 0.266 data_time: 0.003 memory: 5036 grad_norm: 11.9322 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4309 loss: 1.4309 2022/06/27 13:04:39 - mmengine - INFO - Epoch(train) [169][2240/3757] lr: 1.093e-04 eta: 3:07:46 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 13.9481 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4417 loss: 1.4417 2022/06/27 13:04:44 - mmengine - INFO - Epoch(train) [169][2260/3757] lr: 1.093e-04 eta: 3:07:41 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 10.6448 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7129 loss: 1.7129 2022/06/27 13:04:49 - mmengine - INFO - Epoch(train) [169][2280/3757] lr: 1.093e-04 eta: 3:07:36 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 12.2641 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5591 loss: 1.5591 2022/06/27 13:04:55 - mmengine - INFO - Epoch(train) [169][2300/3757] lr: 1.093e-04 eta: 3:07:30 time: 0.263 data_time: 0.010 memory: 5036 grad_norm: 12.9318 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7436 loss: 1.7436 2022/06/27 13:05:00 - mmengine - INFO - Epoch(train) [169][2320/3757] lr: 1.093e-04 eta: 3:07:25 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 11.0649 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.5441 loss: 1.5441 2022/06/27 13:05:05 - mmengine - INFO - Epoch(train) [169][2340/3757] lr: 1.093e-04 eta: 3:07:20 time: 0.255 data_time: 0.010 memory: 5036 grad_norm: 12.0490 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8160 loss: 1.8160 2022/06/27 13:05:11 - mmengine - INFO - Epoch(train) [169][2360/3757] lr: 1.093e-04 eta: 3:07:15 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 12.8693 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7957 loss: 1.7957 2022/06/27 13:05:16 - mmengine - INFO - Epoch(train) [169][2380/3757] lr: 1.093e-04 eta: 3:07:09 time: 0.257 data_time: 0.010 memory: 5036 grad_norm: 13.5803 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8563 loss: 1.8563 2022/06/27 13:05:21 - mmengine - INFO - Epoch(train) [169][2400/3757] lr: 1.093e-04 eta: 3:07:04 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 10.9847 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.1065 loss: 1.1065 2022/06/27 13:05:27 - mmengine - INFO - Epoch(train) [169][2420/3757] lr: 1.093e-04 eta: 3:06:59 time: 0.263 data_time: 0.007 memory: 5036 grad_norm: 11.1473 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.3437 loss: 1.3437 2022/06/27 13:05:32 - mmengine - INFO - Epoch(train) [169][2440/3757] lr: 1.093e-04 eta: 3:06:53 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 11.9866 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.8168 loss: 1.8168 2022/06/27 13:05:37 - mmengine - INFO - Epoch(train) [169][2460/3757] lr: 1.093e-04 eta: 3:06:48 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 9.6119 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.1933 loss: 1.1933 2022/06/27 13:05:43 - mmengine - INFO - Epoch(train) [169][2480/3757] lr: 1.093e-04 eta: 3:06:43 time: 0.267 data_time: 0.009 memory: 5036 grad_norm: 12.1035 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8252 loss: 1.8252 2022/06/27 13:05:48 - mmengine - INFO - Epoch(train) [169][2500/3757] lr: 1.093e-04 eta: 3:06:38 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 13.1206 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7130 loss: 1.7130 2022/06/27 13:05:53 - mmengine - INFO - Epoch(train) [169][2520/3757] lr: 1.093e-04 eta: 3:06:32 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 13.4299 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5176 loss: 1.5176 2022/06/27 13:05:59 - mmengine - INFO - Epoch(train) [169][2540/3757] lr: 1.093e-04 eta: 3:06:27 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 12.6911 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3935 loss: 1.3935 2022/06/27 13:06:04 - mmengine - INFO - Epoch(train) [169][2560/3757] lr: 1.093e-04 eta: 3:06:22 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 14.1532 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.1095 loss: 1.1095 2022/06/27 13:06:09 - mmengine - INFO - Epoch(train) [169][2580/3757] lr: 1.093e-04 eta: 3:06:17 time: 0.250 data_time: 0.007 memory: 5036 grad_norm: 16.0851 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6533 loss: 1.6533 2022/06/27 13:06:15 - mmengine - INFO - Epoch(train) [169][2600/3757] lr: 1.093e-04 eta: 3:06:11 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 11.6001 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.1961 loss: 1.1961 2022/06/27 13:06:20 - mmengine - INFO - Epoch(train) [169][2620/3757] lr: 1.093e-04 eta: 3:06:06 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 12.2448 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.3829 loss: 1.3829 2022/06/27 13:06:25 - mmengine - INFO - Epoch(train) [169][2640/3757] lr: 1.093e-04 eta: 3:06:01 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 12.4748 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.3342 loss: 1.3342 2022/06/27 13:06:31 - mmengine - INFO - Epoch(train) [169][2660/3757] lr: 1.093e-04 eta: 3:05:56 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 15.2158 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.7459 loss: 1.7459 2022/06/27 13:06:36 - mmengine - INFO - Epoch(train) [169][2680/3757] lr: 1.093e-04 eta: 3:05:50 time: 0.264 data_time: 0.004 memory: 5036 grad_norm: 8.7738 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3643 loss: 1.3643 2022/06/27 13:06:41 - mmengine - INFO - Epoch(train) [169][2700/3757] lr: 1.093e-04 eta: 3:05:45 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 10.7604 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6894 loss: 1.6894 2022/06/27 13:06:46 - mmengine - INFO - Epoch(train) [169][2720/3757] lr: 1.093e-04 eta: 3:05:40 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 11.4944 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3434 loss: 1.3434 2022/06/27 13:06:52 - mmengine - INFO - Epoch(train) [169][2740/3757] lr: 1.093e-04 eta: 3:05:35 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 15.2703 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.5889 loss: 1.5889 2022/06/27 13:06:57 - mmengine - INFO - Epoch(train) [169][2760/3757] lr: 1.093e-04 eta: 3:05:29 time: 0.303 data_time: 0.003 memory: 5036 grad_norm: 10.9992 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.5350 loss: 1.5350 2022/06/27 13:07:02 - mmengine - INFO - Epoch(train) [169][2780/3757] lr: 1.093e-04 eta: 3:05:24 time: 0.260 data_time: 0.009 memory: 5036 grad_norm: 13.3923 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.9184 loss: 1.9184 2022/06/27 13:07:08 - mmengine - INFO - Epoch(train) [169][2800/3757] lr: 1.093e-04 eta: 3:05:19 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 9.6925 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3569 loss: 1.3569 2022/06/27 13:07:13 - mmengine - INFO - Epoch(train) [169][2820/3757] lr: 1.093e-04 eta: 3:05:14 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 14.0802 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2682 loss: 1.2682 2022/06/27 13:07:14 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 13:07:18 - mmengine - INFO - Epoch(train) [169][2840/3757] lr: 1.093e-04 eta: 3:05:08 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 14.0311 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3641 loss: 1.3641 2022/06/27 13:07:23 - mmengine - INFO - Epoch(train) [169][2860/3757] lr: 1.093e-04 eta: 3:05:03 time: 0.269 data_time: 0.003 memory: 5036 grad_norm: 12.5721 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8377 loss: 1.8377 2022/06/27 13:07:29 - mmengine - INFO - Epoch(train) [169][2880/3757] lr: 1.093e-04 eta: 3:04:58 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 14.2329 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5083 loss: 1.5083 2022/06/27 13:07:34 - mmengine - INFO - Epoch(train) [169][2900/3757] lr: 1.093e-04 eta: 3:04:53 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 12.9977 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.1529 loss: 2.1529 2022/06/27 13:07:39 - mmengine - INFO - Epoch(train) [169][2920/3757] lr: 1.093e-04 eta: 3:04:47 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 11.7783 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.1342 loss: 1.1342 2022/06/27 13:07:45 - mmengine - INFO - Epoch(train) [169][2940/3757] lr: 1.093e-04 eta: 3:04:42 time: 0.266 data_time: 0.007 memory: 5036 grad_norm: 13.8124 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.5623 loss: 1.5623 2022/06/27 13:07:50 - mmengine - INFO - Epoch(train) [169][2960/3757] lr: 1.093e-04 eta: 3:04:37 time: 0.257 data_time: 0.008 memory: 5036 grad_norm: 12.4911 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9460 loss: 1.9460 2022/06/27 13:07:55 - mmengine - INFO - Epoch(train) [169][2980/3757] lr: 1.093e-04 eta: 3:04:31 time: 0.260 data_time: 0.015 memory: 5036 grad_norm: 10.7714 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3766 loss: 1.3766 2022/06/27 13:08:01 - mmengine - INFO - Epoch(train) [169][3000/3757] lr: 1.093e-04 eta: 3:04:26 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 13.2414 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.7250 loss: 1.7250 2022/06/27 13:08:06 - mmengine - INFO - Epoch(train) [169][3020/3757] lr: 1.093e-04 eta: 3:04:21 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 9.2918 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5623 loss: 1.5623 2022/06/27 13:08:11 - mmengine - INFO - Epoch(train) [169][3040/3757] lr: 1.093e-04 eta: 3:04:16 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 14.2297 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.5629 loss: 1.5629 2022/06/27 13:08:16 - mmengine - INFO - Epoch(train) [169][3060/3757] lr: 1.093e-04 eta: 3:04:10 time: 0.281 data_time: 0.027 memory: 5036 grad_norm: 12.3660 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2610 loss: 1.2610 2022/06/27 13:08:22 - mmengine - INFO - Epoch(train) [169][3080/3757] lr: 1.093e-04 eta: 3:04:05 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 12.4637 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.6526 loss: 1.6526 2022/06/27 13:08:27 - mmengine - INFO - Epoch(train) [169][3100/3757] lr: 1.093e-04 eta: 3:04:00 time: 0.259 data_time: 0.004 memory: 5036 grad_norm: 11.1142 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.5350 loss: 1.5350 2022/06/27 13:08:32 - mmengine - INFO - Epoch(train) [169][3120/3757] lr: 1.093e-04 eta: 3:03:55 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 12.8442 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.8524 loss: 1.8524 2022/06/27 13:08:38 - mmengine - INFO - Epoch(train) [169][3140/3757] lr: 1.093e-04 eta: 3:03:49 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 11.6811 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2001 loss: 1.2001 2022/06/27 13:08:43 - mmengine - INFO - Epoch(train) [169][3160/3757] lr: 1.093e-04 eta: 3:03:44 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 12.0808 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6058 loss: 1.6058 2022/06/27 13:08:48 - mmengine - INFO - Epoch(train) [169][3180/3757] lr: 1.093e-04 eta: 3:03:39 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 12.4500 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.3641 loss: 1.3641 2022/06/27 13:08:53 - mmengine - INFO - Epoch(train) [169][3200/3757] lr: 1.093e-04 eta: 3:03:34 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 13.0721 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.4293 loss: 1.4293 2022/06/27 13:08:59 - mmengine - INFO - Epoch(train) [169][3220/3757] lr: 1.093e-04 eta: 3:03:28 time: 0.259 data_time: 0.004 memory: 5036 grad_norm: 11.6542 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6183 loss: 1.6183 2022/06/27 13:09:04 - mmengine - INFO - Epoch(train) [169][3240/3757] lr: 1.093e-04 eta: 3:03:23 time: 0.261 data_time: 0.009 memory: 5036 grad_norm: 13.6329 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9276 loss: 1.9276 2022/06/27 13:09:10 - mmengine - INFO - Epoch(train) [169][3260/3757] lr: 1.093e-04 eta: 3:03:18 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 12.3982 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.7699 loss: 1.7699 2022/06/27 13:09:15 - mmengine - INFO - Epoch(train) [169][3280/3757] lr: 1.093e-04 eta: 3:03:13 time: 0.259 data_time: 0.008 memory: 5036 grad_norm: 11.3444 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6048 loss: 1.6048 2022/06/27 13:09:20 - mmengine - INFO - Epoch(train) [169][3300/3757] lr: 1.093e-04 eta: 3:03:07 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 12.6172 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6574 loss: 1.6574 2022/06/27 13:09:25 - mmengine - INFO - Epoch(train) [169][3320/3757] lr: 1.093e-04 eta: 3:03:02 time: 0.270 data_time: 0.004 memory: 5036 grad_norm: 11.6816 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4839 loss: 1.4839 2022/06/27 13:09:31 - mmengine - INFO - Epoch(train) [169][3340/3757] lr: 1.093e-04 eta: 3:02:57 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 14.0214 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.0154 loss: 2.0154 2022/06/27 13:09:36 - mmengine - INFO - Epoch(train) [169][3360/3757] lr: 1.093e-04 eta: 3:02:52 time: 0.333 data_time: 0.007 memory: 5036 grad_norm: 11.8245 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.4183 loss: 1.4183 2022/06/27 13:09:41 - mmengine - INFO - Epoch(train) [169][3380/3757] lr: 1.093e-04 eta: 3:02:46 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 13.1501 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4897 loss: 1.4897 2022/06/27 13:09:47 - mmengine - INFO - Epoch(train) [169][3400/3757] lr: 1.093e-04 eta: 3:02:41 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 11.2871 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4482 loss: 1.4482 2022/06/27 13:09:52 - mmengine - INFO - Epoch(train) [169][3420/3757] lr: 1.093e-04 eta: 3:02:36 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 13.3558 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.7589 loss: 1.7589 2022/06/27 13:09:57 - mmengine - INFO - Epoch(train) [169][3440/3757] lr: 1.093e-04 eta: 3:02:31 time: 0.261 data_time: 0.009 memory: 5036 grad_norm: 12.2123 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.7843 loss: 1.7843 2022/06/27 13:10:03 - mmengine - INFO - Epoch(train) [169][3460/3757] lr: 1.093e-04 eta: 3:02:25 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 13.1130 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.1323 loss: 1.1323 2022/06/27 13:10:08 - mmengine - INFO - Epoch(train) [169][3480/3757] lr: 1.093e-04 eta: 3:02:20 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 10.9082 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5092 loss: 1.5092 2022/06/27 13:10:13 - mmengine - INFO - Epoch(train) [169][3500/3757] lr: 1.093e-04 eta: 3:02:15 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 12.4172 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8078 loss: 1.8078 2022/06/27 13:10:19 - mmengine - INFO - Epoch(train) [169][3520/3757] lr: 1.093e-04 eta: 3:02:10 time: 0.260 data_time: 0.010 memory: 5036 grad_norm: 14.3700 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4943 loss: 1.4943 2022/06/27 13:10:24 - mmengine - INFO - Epoch(train) [169][3540/3757] lr: 1.093e-04 eta: 3:02:04 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 11.5486 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.5667 loss: 1.5667 2022/06/27 13:10:29 - mmengine - INFO - Epoch(train) [169][3560/3757] lr: 1.093e-04 eta: 3:01:59 time: 0.257 data_time: 0.010 memory: 5036 grad_norm: 12.7533 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.4296 loss: 1.4296 2022/06/27 13:10:35 - mmengine - INFO - Epoch(train) [169][3580/3757] lr: 1.093e-04 eta: 3:01:54 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 12.9551 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.6409 loss: 1.6409 2022/06/27 13:10:40 - mmengine - INFO - Epoch(train) [169][3600/3757] lr: 1.093e-04 eta: 3:01:49 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 11.7234 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5711 loss: 1.5711 2022/06/27 13:10:45 - mmengine - INFO - Epoch(train) [169][3620/3757] lr: 1.093e-04 eta: 3:01:43 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 10.6949 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8133 loss: 1.8133 2022/06/27 13:10:50 - mmengine - INFO - Epoch(train) [169][3640/3757] lr: 1.093e-04 eta: 3:01:38 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 14.2303 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 0.9306 loss: 0.9306 2022/06/27 13:10:56 - mmengine - INFO - Epoch(train) [169][3660/3757] lr: 1.093e-04 eta: 3:01:33 time: 0.250 data_time: 0.004 memory: 5036 grad_norm: 14.3514 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9602 loss: 1.9602 2022/06/27 13:11:01 - mmengine - INFO - Epoch(train) [169][3680/3757] lr: 1.093e-04 eta: 3:01:27 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 13.3883 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7650 loss: 1.7650 2022/06/27 13:11:06 - mmengine - INFO - Epoch(train) [169][3700/3757] lr: 1.093e-04 eta: 3:01:22 time: 0.290 data_time: 0.003 memory: 5036 grad_norm: 10.5761 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6163 loss: 1.6163 2022/06/27 13:11:12 - mmengine - INFO - Epoch(train) [169][3720/3757] lr: 1.093e-04 eta: 3:01:17 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 15.5022 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.6113 loss: 1.6113 2022/06/27 13:11:17 - mmengine - INFO - Epoch(train) [169][3740/3757] lr: 1.093e-04 eta: 3:01:12 time: 0.243 data_time: 0.003 memory: 5036 grad_norm: 12.9875 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.5972 loss: 1.5972 2022/06/27 13:11:21 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 13:11:21 - mmengine - INFO - Saving checkpoint at 169 epochs 2022/06/27 13:11:34 - mmengine - INFO - Epoch(val) [169][20/310] eta: 0:01:45 time: 0.111 data_time: 0.005 memory: 5036 2022/06/27 13:11:39 - mmengine - INFO - Epoch(val) [169][40/310] eta: 0:01:32 time: 0.109 data_time: 0.002 memory: 1723 2022/06/27 13:11:43 - mmengine - INFO - Epoch(val) [169][60/310] eta: 0:00:27 time: 0.113 data_time: 0.005 memory: 1723 2022/06/27 13:11:48 - mmengine - INFO - Epoch(val) [169][80/310] eta: 0:00:24 time: 0.103 data_time: 0.002 memory: 1723 2022/06/27 13:11:55 - mmengine - INFO - Epoch(val) [169][100/310] eta: 0:01:16 time: 0.104 data_time: 0.002 memory: 1723 2022/06/27 13:12:00 - mmengine - INFO - Epoch(val) [169][120/310] eta: 0:01:00 time: 0.106 data_time: 0.005 memory: 1723 2022/06/27 13:12:04 - mmengine - INFO - Epoch(val) [169][140/310] eta: 0:00:20 time: 0.115 data_time: 0.013 memory: 1723 2022/06/27 13:12:09 - mmengine - INFO - Epoch(val) [169][160/310] eta: 0:00:16 time: 0.112 data_time: 0.005 memory: 1723 2022/06/27 13:12:16 - mmengine - INFO - Epoch(val) [169][180/310] eta: 0:00:45 time: 0.103 data_time: 0.002 memory: 1723 2022/06/27 13:12:21 - mmengine - INFO - Epoch(val) [169][200/310] eta: 0:00:39 time: 0.103 data_time: 0.002 memory: 1723 2022/06/27 13:12:26 - mmengine - INFO - Epoch(val) [169][220/310] eta: 0:00:21 time: 0.113 data_time: 0.002 memory: 1723 2022/06/27 13:12:30 - mmengine - INFO - Epoch(val) [169][240/310] eta: 0:00:07 time: 0.105 data_time: 0.001 memory: 1723 2022/06/27 13:12:38 - mmengine - INFO - Epoch(val) [169][260/310] eta: 0:00:18 time: 0.108 data_time: 0.002 memory: 1723 2022/06/27 13:12:41 - mmengine - INFO - Epoch(val) [169][280/310] eta: 0:00:08 time: 0.104 data_time: 0.001 memory: 1723 2022/06/27 13:12:45 - mmengine - INFO - Epoch(val) [169][300/310] eta: 0:00:01 time: 0.102 data_time: 0.001 memory: 1723 2022/06/27 13:12:47 - mmengine - INFO - Epoch(val) [169][310/310] acc/top1: 0.6130 acc/top5: 0.8287 acc/mean1: 0.6129 2022/06/27 13:12:57 - mmengine - INFO - Epoch(train) [170][20/3757] lr: 9.186e-05 eta: 3:01:02 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 10.9242 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5850 loss: 1.5850 2022/06/27 13:13:03 - mmengine - INFO - Epoch(train) [170][40/3757] lr: 9.186e-05 eta: 3:00:57 time: 0.270 data_time: 0.004 memory: 5036 grad_norm: 10.7399 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7086 loss: 1.7086 2022/06/27 13:13:10 - mmengine - INFO - Epoch(train) [170][60/3757] lr: 9.186e-05 eta: 3:00:52 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 14.3315 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8788 loss: 1.8788 2022/06/27 13:13:12 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 13:13:15 - mmengine - INFO - Epoch(train) [170][80/3757] lr: 9.186e-05 eta: 3:00:46 time: 0.253 data_time: 0.004 memory: 5036 grad_norm: 13.4889 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.0894 loss: 1.0894 2022/06/27 13:13:21 - mmengine - INFO - Epoch(train) [170][100/3757] lr: 9.186e-05 eta: 3:00:41 time: 0.262 data_time: 0.008 memory: 5036 grad_norm: 12.6647 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.3583 loss: 1.3583 2022/06/27 13:13:26 - mmengine - INFO - Epoch(train) [170][120/3757] lr: 9.186e-05 eta: 3:00:36 time: 0.256 data_time: 0.008 memory: 5036 grad_norm: 11.5879 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.3589 loss: 1.3589 2022/06/27 13:13:31 - mmengine - INFO - Epoch(train) [170][140/3757] lr: 9.186e-05 eta: 3:00:31 time: 0.258 data_time: 0.010 memory: 5036 grad_norm: 13.0374 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.7256 loss: 1.7256 2022/06/27 13:13:37 - mmengine - INFO - Epoch(train) [170][160/3757] lr: 9.186e-05 eta: 3:00:25 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 11.9213 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7835 loss: 1.7835 2022/06/27 13:13:42 - mmengine - INFO - Epoch(train) [170][180/3757] lr: 9.186e-05 eta: 3:00:20 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 13.8112 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5048 loss: 1.5048 2022/06/27 13:13:47 - mmengine - INFO - Epoch(train) [170][200/3757] lr: 9.186e-05 eta: 3:00:15 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 11.3495 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5231 loss: 1.5231 2022/06/27 13:13:52 - mmengine - INFO - Epoch(train) [170][220/3757] lr: 9.186e-05 eta: 3:00:10 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 11.2420 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.9017 loss: 1.9017 2022/06/27 13:13:58 - mmengine - INFO - Epoch(train) [170][240/3757] lr: 9.186e-05 eta: 3:00:04 time: 0.249 data_time: 0.006 memory: 5036 grad_norm: 13.0692 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.2725 loss: 1.2725 2022/06/27 13:14:03 - mmengine - INFO - Epoch(train) [170][260/3757] lr: 9.186e-05 eta: 2:59:59 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 10.7829 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.5361 loss: 1.5361 2022/06/27 13:14:08 - mmengine - INFO - Epoch(train) [170][280/3757] lr: 9.186e-05 eta: 2:59:54 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 11.3167 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5095 loss: 1.5095 2022/06/27 13:14:13 - mmengine - INFO - Epoch(train) [170][300/3757] lr: 9.186e-05 eta: 2:59:49 time: 0.253 data_time: 0.008 memory: 5036 grad_norm: 10.9515 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.6248 loss: 1.6248 2022/06/27 13:14:19 - mmengine - INFO - Epoch(train) [170][320/3757] lr: 9.186e-05 eta: 2:59:43 time: 0.256 data_time: 0.010 memory: 5036 grad_norm: 12.5530 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.0839 loss: 1.0839 2022/06/27 13:14:24 - mmengine - INFO - Epoch(train) [170][340/3757] lr: 9.186e-05 eta: 2:59:38 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 14.3311 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8172 loss: 1.8172 2022/06/27 13:14:29 - mmengine - INFO - Epoch(train) [170][360/3757] lr: 9.186e-05 eta: 2:59:33 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 13.0271 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.5058 loss: 1.5058 2022/06/27 13:14:35 - mmengine - INFO - Epoch(train) [170][380/3757] lr: 9.186e-05 eta: 2:59:28 time: 0.267 data_time: 0.006 memory: 5036 grad_norm: 11.7362 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.9457 loss: 1.9457 2022/06/27 13:14:40 - mmengine - INFO - Epoch(train) [170][400/3757] lr: 9.186e-05 eta: 2:59:22 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 12.6212 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.8906 loss: 1.8906 2022/06/27 13:14:45 - mmengine - INFO - Epoch(train) [170][420/3757] lr: 9.186e-05 eta: 2:59:17 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 14.4691 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7239 loss: 1.7239 2022/06/27 13:14:50 - mmengine - INFO - Epoch(train) [170][440/3757] lr: 9.186e-05 eta: 2:59:12 time: 0.259 data_time: 0.004 memory: 5036 grad_norm: 13.2004 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.6125 loss: 1.6125 2022/06/27 13:14:56 - mmengine - INFO - Epoch(train) [170][460/3757] lr: 9.186e-05 eta: 2:59:07 time: 0.264 data_time: 0.007 memory: 5036 grad_norm: 14.7803 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3674 loss: 1.3674 2022/06/27 13:15:01 - mmengine - INFO - Epoch(train) [170][480/3757] lr: 9.186e-05 eta: 2:59:01 time: 0.263 data_time: 0.007 memory: 5036 grad_norm: 12.9979 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4738 loss: 1.4738 2022/06/27 13:15:06 - mmengine - INFO - Epoch(train) [170][500/3757] lr: 9.186e-05 eta: 2:58:56 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 13.9536 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.4363 loss: 2.4363 2022/06/27 13:15:12 - mmengine - INFO - Epoch(train) [170][520/3757] lr: 9.186e-05 eta: 2:58:51 time: 0.259 data_time: 0.009 memory: 5036 grad_norm: 15.8626 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4711 loss: 1.4711 2022/06/27 13:15:17 - mmengine - INFO - Epoch(train) [170][540/3757] lr: 9.186e-05 eta: 2:58:46 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 11.2202 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2833 loss: 1.2833 2022/06/27 13:15:22 - mmengine - INFO - Epoch(train) [170][560/3757] lr: 9.186e-05 eta: 2:58:40 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 11.0312 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6607 loss: 1.6607 2022/06/27 13:15:28 - mmengine - INFO - Epoch(train) [170][580/3757] lr: 9.186e-05 eta: 2:58:35 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 12.2566 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.4102 loss: 1.4102 2022/06/27 13:15:33 - mmengine - INFO - Epoch(train) [170][600/3757] lr: 9.186e-05 eta: 2:58:30 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 13.4835 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 1.6543 loss: 1.6543 2022/06/27 13:15:38 - mmengine - INFO - Epoch(train) [170][620/3757] lr: 9.186e-05 eta: 2:58:24 time: 0.251 data_time: 0.007 memory: 5036 grad_norm: 11.8676 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.0455 loss: 2.0455 2022/06/27 13:15:44 - mmengine - INFO - Epoch(train) [170][640/3757] lr: 9.186e-05 eta: 2:58:19 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 12.1964 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.6776 loss: 1.6776 2022/06/27 13:15:49 - mmengine - INFO - Epoch(train) [170][660/3757] lr: 9.186e-05 eta: 2:58:14 time: 0.259 data_time: 0.009 memory: 5036 grad_norm: 13.5671 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3203 loss: 1.3203 2022/06/27 13:15:54 - mmengine - INFO - Epoch(train) [170][680/3757] lr: 9.186e-05 eta: 2:58:09 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 13.1107 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9103 loss: 1.9103 2022/06/27 13:16:00 - mmengine - INFO - Epoch(train) [170][700/3757] lr: 9.186e-05 eta: 2:58:03 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 14.3535 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.3794 loss: 1.3794 2022/06/27 13:16:05 - mmengine - INFO - Epoch(train) [170][720/3757] lr: 9.186e-05 eta: 2:57:58 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 10.7545 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4452 loss: 1.4452 2022/06/27 13:16:10 - mmengine - INFO - Epoch(train) [170][740/3757] lr: 9.186e-05 eta: 2:57:53 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 12.6349 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 1.2151 loss: 1.2151 2022/06/27 13:16:16 - mmengine - INFO - Epoch(train) [170][760/3757] lr: 9.186e-05 eta: 2:57:48 time: 0.257 data_time: 0.004 memory: 5036 grad_norm: 12.6091 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5269 loss: 1.5269 2022/06/27 13:16:21 - mmengine - INFO - Epoch(train) [170][780/3757] lr: 9.186e-05 eta: 2:57:42 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 10.1072 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1890 loss: 1.1890 2022/06/27 13:16:26 - mmengine - INFO - Epoch(train) [170][800/3757] lr: 9.186e-05 eta: 2:57:37 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 13.3807 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.2082 loss: 1.2082 2022/06/27 13:16:31 - mmengine - INFO - Epoch(train) [170][820/3757] lr: 9.186e-05 eta: 2:57:32 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 11.9611 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.0753 loss: 1.0753 2022/06/27 13:16:37 - mmengine - INFO - Epoch(train) [170][840/3757] lr: 9.186e-05 eta: 2:57:27 time: 0.270 data_time: 0.007 memory: 5036 grad_norm: 13.4383 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.5987 loss: 1.5987 2022/06/27 13:16:42 - mmengine - INFO - Epoch(train) [170][860/3757] lr: 9.186e-05 eta: 2:57:21 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 10.7753 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3506 loss: 1.3506 2022/06/27 13:16:47 - mmengine - INFO - Epoch(train) [170][880/3757] lr: 9.186e-05 eta: 2:57:16 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 11.3858 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 1.5759 loss: 1.5759 2022/06/27 13:16:52 - mmengine - INFO - Epoch(train) [170][900/3757] lr: 9.186e-05 eta: 2:57:11 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 10.9630 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4587 loss: 1.4587 2022/06/27 13:16:58 - mmengine - INFO - Epoch(train) [170][920/3757] lr: 9.186e-05 eta: 2:57:06 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 13.7439 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3821 loss: 1.3821 2022/06/27 13:17:03 - mmengine - INFO - Epoch(train) [170][940/3757] lr: 9.186e-05 eta: 2:57:00 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 13.3982 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2767 loss: 1.2767 2022/06/27 13:17:08 - mmengine - INFO - Epoch(train) [170][960/3757] lr: 9.186e-05 eta: 2:56:55 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 13.5988 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.6720 loss: 1.6720 2022/06/27 13:17:13 - mmengine - INFO - Epoch(train) [170][980/3757] lr: 9.186e-05 eta: 2:56:50 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 14.6044 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8112 loss: 1.8112 2022/06/27 13:17:19 - mmengine - INFO - Epoch(train) [170][1000/3757] lr: 9.186e-05 eta: 2:56:45 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 11.1059 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.6713 loss: 1.6713 2022/06/27 13:17:24 - mmengine - INFO - Epoch(train) [170][1020/3757] lr: 9.186e-05 eta: 2:56:39 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 12.8748 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5382 loss: 1.5382 2022/06/27 13:17:29 - mmengine - INFO - Epoch(train) [170][1040/3757] lr: 9.186e-05 eta: 2:56:34 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 11.4639 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.6497 loss: 1.6497 2022/06/27 13:17:35 - mmengine - INFO - Epoch(train) [170][1060/3757] lr: 9.186e-05 eta: 2:56:29 time: 0.253 data_time: 0.010 memory: 5036 grad_norm: 12.5527 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.8688 loss: 1.8688 2022/06/27 13:17:36 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 13:17:40 - mmengine - INFO - Epoch(train) [170][1080/3757] lr: 9.186e-05 eta: 2:56:24 time: 0.262 data_time: 0.004 memory: 5036 grad_norm: 12.5598 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.7551 loss: 1.7551 2022/06/27 13:17:45 - mmengine - INFO - Epoch(train) [170][1100/3757] lr: 9.186e-05 eta: 2:56:18 time: 0.258 data_time: 0.012 memory: 5036 grad_norm: 10.7289 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.8887 loss: 1.8887 2022/06/27 13:17:50 - mmengine - INFO - Epoch(train) [170][1120/3757] lr: 9.186e-05 eta: 2:56:13 time: 0.288 data_time: 0.007 memory: 5036 grad_norm: 11.2542 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3062 loss: 1.3062 2022/06/27 13:17:56 - mmengine - INFO - Epoch(train) [170][1140/3757] lr: 9.186e-05 eta: 2:56:08 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 12.8229 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3322 loss: 1.3322 2022/06/27 13:18:01 - mmengine - INFO - Epoch(train) [170][1160/3757] lr: 9.186e-05 eta: 2:56:02 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 12.9412 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4030 loss: 1.4030 2022/06/27 13:18:06 - mmengine - INFO - Epoch(train) [170][1180/3757] lr: 9.186e-05 eta: 2:55:57 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 12.6647 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7631 loss: 1.7631 2022/06/27 13:18:12 - mmengine - INFO - Epoch(train) [170][1200/3757] lr: 9.186e-05 eta: 2:55:52 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 12.4053 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4322 loss: 1.4322 2022/06/27 13:18:17 - mmengine - INFO - Epoch(train) [170][1220/3757] lr: 9.186e-05 eta: 2:55:47 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 14.5200 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.1706 loss: 1.1706 2022/06/27 13:18:22 - mmengine - INFO - Epoch(train) [170][1240/3757] lr: 9.186e-05 eta: 2:55:41 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 12.7992 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4668 loss: 1.4668 2022/06/27 13:18:27 - mmengine - INFO - Epoch(train) [170][1260/3757] lr: 9.186e-05 eta: 2:55:36 time: 0.275 data_time: 0.025 memory: 5036 grad_norm: 12.9487 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.9057 loss: 1.9057 2022/06/27 13:18:33 - mmengine - INFO - Epoch(train) [170][1280/3757] lr: 9.186e-05 eta: 2:55:31 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 12.4536 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6005 loss: 1.6005 2022/06/27 13:18:38 - mmengine - INFO - Epoch(train) [170][1300/3757] lr: 9.186e-05 eta: 2:55:26 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 13.9111 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8985 loss: 1.8985 2022/06/27 13:18:43 - mmengine - INFO - Epoch(train) [170][1320/3757] lr: 9.186e-05 eta: 2:55:20 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 16.6814 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6198 loss: 1.6198 2022/06/27 13:18:48 - mmengine - INFO - Epoch(train) [170][1340/3757] lr: 9.186e-05 eta: 2:55:15 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 12.9875 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5794 loss: 1.5794 2022/06/27 13:18:54 - mmengine - INFO - Epoch(train) [170][1360/3757] lr: 9.186e-05 eta: 2:55:10 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 10.3137 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4377 loss: 1.4377 2022/06/27 13:18:59 - mmengine - INFO - Epoch(train) [170][1380/3757] lr: 9.186e-05 eta: 2:55:05 time: 0.257 data_time: 0.013 memory: 5036 grad_norm: 11.1479 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.5359 loss: 1.5359 2022/06/27 13:19:04 - mmengine - INFO - Epoch(train) [170][1400/3757] lr: 9.186e-05 eta: 2:54:59 time: 0.266 data_time: 0.008 memory: 5036 grad_norm: 13.5648 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5347 loss: 1.5347 2022/06/27 13:19:09 - mmengine - INFO - Epoch(train) [170][1420/3757] lr: 9.186e-05 eta: 2:54:54 time: 0.268 data_time: 0.007 memory: 5036 grad_norm: 13.5908 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.1014 loss: 1.1014 2022/06/27 13:19:15 - mmengine - INFO - Epoch(train) [170][1440/3757] lr: 9.186e-05 eta: 2:54:49 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 12.9917 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.1883 loss: 1.1883 2022/06/27 13:19:20 - mmengine - INFO - Epoch(train) [170][1460/3757] lr: 9.186e-05 eta: 2:54:44 time: 0.254 data_time: 0.004 memory: 5036 grad_norm: 11.9740 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.1576 loss: 1.1576 2022/06/27 13:19:26 - mmengine - INFO - Epoch(train) [170][1480/3757] lr: 9.186e-05 eta: 2:54:38 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 12.6204 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3570 loss: 1.3570 2022/06/27 13:19:31 - mmengine - INFO - Epoch(train) [170][1500/3757] lr: 9.186e-05 eta: 2:54:33 time: 0.253 data_time: 0.004 memory: 5036 grad_norm: 14.2019 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2914 loss: 1.2914 2022/06/27 13:19:36 - mmengine - INFO - Epoch(train) [170][1520/3757] lr: 9.186e-05 eta: 2:54:28 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 11.3588 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4453 loss: 1.4453 2022/06/27 13:19:42 - mmengine - INFO - Epoch(train) [170][1540/3757] lr: 9.186e-05 eta: 2:54:23 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 12.2310 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5764 loss: 1.5764 2022/06/27 13:19:47 - mmengine - INFO - Epoch(train) [170][1560/3757] lr: 9.186e-05 eta: 2:54:17 time: 0.264 data_time: 0.007 memory: 5036 grad_norm: 11.0252 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4186 loss: 1.4186 2022/06/27 13:19:52 - mmengine - INFO - Epoch(train) [170][1580/3757] lr: 9.186e-05 eta: 2:54:12 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 12.5000 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3086 loss: 1.3086 2022/06/27 13:19:58 - mmengine - INFO - Epoch(train) [170][1600/3757] lr: 9.186e-05 eta: 2:54:07 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 11.8826 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.8314 loss: 1.8314 2022/06/27 13:20:03 - mmengine - INFO - Epoch(train) [170][1620/3757] lr: 9.186e-05 eta: 2:54:02 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 12.7432 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.0347 loss: 1.0347 2022/06/27 13:20:09 - mmengine - INFO - Epoch(train) [170][1640/3757] lr: 9.186e-05 eta: 2:53:56 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 11.3258 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.6122 loss: 1.6122 2022/06/27 13:20:14 - mmengine - INFO - Epoch(train) [170][1660/3757] lr: 9.186e-05 eta: 2:53:51 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 13.0371 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6514 loss: 1.6514 2022/06/27 13:20:19 - mmengine - INFO - Epoch(train) [170][1680/3757] lr: 9.186e-05 eta: 2:53:46 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 10.4296 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6919 loss: 1.6919 2022/06/27 13:20:25 - mmengine - INFO - Epoch(train) [170][1700/3757] lr: 9.186e-05 eta: 2:53:41 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 15.1937 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.5044 loss: 1.5044 2022/06/27 13:20:30 - mmengine - INFO - Epoch(train) [170][1720/3757] lr: 9.186e-05 eta: 2:53:35 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 11.7873 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3952 loss: 1.3952 2022/06/27 13:20:35 - mmengine - INFO - Epoch(train) [170][1740/3757] lr: 9.186e-05 eta: 2:53:30 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 13.5562 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3746 loss: 1.3746 2022/06/27 13:20:41 - mmengine - INFO - Epoch(train) [170][1760/3757] lr: 9.186e-05 eta: 2:53:25 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 13.9591 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.6812 loss: 1.6812 2022/06/27 13:20:46 - mmengine - INFO - Epoch(train) [170][1780/3757] lr: 9.186e-05 eta: 2:53:19 time: 0.257 data_time: 0.010 memory: 5036 grad_norm: 14.0930 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.2659 loss: 1.2659 2022/06/27 13:20:51 - mmengine - INFO - Epoch(train) [170][1800/3757] lr: 9.186e-05 eta: 2:53:14 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 12.5195 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4686 loss: 1.4686 2022/06/27 13:20:56 - mmengine - INFO - Epoch(train) [170][1820/3757] lr: 9.186e-05 eta: 2:53:09 time: 0.259 data_time: 0.004 memory: 5036 grad_norm: 12.6887 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.1109 loss: 1.1109 2022/06/27 13:21:02 - mmengine - INFO - Epoch(train) [170][1840/3757] lr: 9.186e-05 eta: 2:53:04 time: 0.249 data_time: 0.005 memory: 5036 grad_norm: 11.8567 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.5097 loss: 1.5097 2022/06/27 13:21:07 - mmengine - INFO - Epoch(train) [170][1860/3757] lr: 9.186e-05 eta: 2:52:58 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 9.3600 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4942 loss: 1.4942 2022/06/27 13:21:12 - mmengine - INFO - Epoch(train) [170][1880/3757] lr: 9.186e-05 eta: 2:52:53 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 12.2751 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.4652 loss: 1.4652 2022/06/27 13:21:18 - mmengine - INFO - Epoch(train) [170][1900/3757] lr: 9.186e-05 eta: 2:52:48 time: 0.271 data_time: 0.003 memory: 5036 grad_norm: 13.8935 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.6649 loss: 1.6649 2022/06/27 13:21:23 - mmengine - INFO - Epoch(train) [170][1920/3757] lr: 9.186e-05 eta: 2:52:43 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 11.8821 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.1594 loss: 1.1594 2022/06/27 13:21:28 - mmengine - INFO - Epoch(train) [170][1940/3757] lr: 9.186e-05 eta: 2:52:37 time: 0.262 data_time: 0.008 memory: 5036 grad_norm: 10.6941 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2801 loss: 1.2801 2022/06/27 13:21:33 - mmengine - INFO - Epoch(train) [170][1960/3757] lr: 9.186e-05 eta: 2:52:32 time: 0.266 data_time: 0.007 memory: 5036 grad_norm: 11.8512 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6539 loss: 1.6539 2022/06/27 13:21:39 - mmengine - INFO - Epoch(train) [170][1980/3757] lr: 9.186e-05 eta: 2:52:27 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 13.8000 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.4636 loss: 1.4636 2022/06/27 13:21:44 - mmengine - INFO - Epoch(train) [170][2000/3757] lr: 9.186e-05 eta: 2:52:22 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 11.4691 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3463 loss: 1.3463 2022/06/27 13:21:49 - mmengine - INFO - Epoch(train) [170][2020/3757] lr: 9.186e-05 eta: 2:52:16 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 11.4366 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.2518 loss: 1.2518 2022/06/27 13:21:55 - mmengine - INFO - Epoch(train) [170][2040/3757] lr: 9.186e-05 eta: 2:52:11 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 13.3068 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.8249 loss: 1.8249 2022/06/27 13:22:00 - mmengine - INFO - Epoch(train) [170][2060/3757] lr: 9.186e-05 eta: 2:52:06 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 13.7379 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.4118 loss: 1.4118 2022/06/27 13:22:02 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 13:22:06 - mmengine - INFO - Epoch(train) [170][2080/3757] lr: 9.186e-05 eta: 2:52:01 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 12.9592 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7280 loss: 1.7280 2022/06/27 13:22:11 - mmengine - INFO - Epoch(train) [170][2100/3757] lr: 9.186e-05 eta: 2:51:55 time: 0.260 data_time: 0.009 memory: 5036 grad_norm: 11.3874 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5129 loss: 1.5129 2022/06/27 13:22:16 - mmengine - INFO - Epoch(train) [170][2120/3757] lr: 9.186e-05 eta: 2:51:50 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 14.1117 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 1.8529 loss: 1.8529 2022/06/27 13:22:21 - mmengine - INFO - Epoch(train) [170][2140/3757] lr: 9.186e-05 eta: 2:51:45 time: 0.252 data_time: 0.004 memory: 5036 grad_norm: 12.9932 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.2190 loss: 1.2190 2022/06/27 13:22:27 - mmengine - INFO - Epoch(train) [170][2160/3757] lr: 9.186e-05 eta: 2:51:40 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 12.6926 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.2330 loss: 1.2330 2022/06/27 13:22:32 - mmengine - INFO - Epoch(train) [170][2180/3757] lr: 9.186e-05 eta: 2:51:34 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 13.7839 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7284 loss: 1.7284 2022/06/27 13:22:37 - mmengine - INFO - Epoch(train) [170][2200/3757] lr: 9.186e-05 eta: 2:51:29 time: 0.273 data_time: 0.009 memory: 5036 grad_norm: 11.2923 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3124 loss: 1.3124 2022/06/27 13:22:43 - mmengine - INFO - Epoch(train) [170][2220/3757] lr: 9.186e-05 eta: 2:51:24 time: 0.260 data_time: 0.010 memory: 5036 grad_norm: 12.6894 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5707 loss: 1.5707 2022/06/27 13:22:48 - mmengine - INFO - Epoch(train) [170][2240/3757] lr: 9.186e-05 eta: 2:51:19 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 12.4337 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.4774 loss: 1.4774 2022/06/27 13:22:53 - mmengine - INFO - Epoch(train) [170][2260/3757] lr: 9.186e-05 eta: 2:51:13 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 11.7122 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6633 loss: 1.6633 2022/06/27 13:22:59 - mmengine - INFO - Epoch(train) [170][2280/3757] lr: 9.186e-05 eta: 2:51:08 time: 0.268 data_time: 0.003 memory: 5036 grad_norm: 11.8082 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3028 loss: 1.3028 2022/06/27 13:23:04 - mmengine - INFO - Epoch(train) [170][2300/3757] lr: 9.186e-05 eta: 2:51:03 time: 0.257 data_time: 0.008 memory: 5036 grad_norm: 12.9929 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.1884 loss: 1.1884 2022/06/27 13:23:09 - mmengine - INFO - Epoch(train) [170][2320/3757] lr: 9.186e-05 eta: 2:50:58 time: 0.267 data_time: 0.006 memory: 5036 grad_norm: 12.2901 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.7293 loss: 1.7293 2022/06/27 13:23:14 - mmengine - INFO - Epoch(train) [170][2340/3757] lr: 9.186e-05 eta: 2:50:52 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 11.5149 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4631 loss: 1.4631 2022/06/27 13:23:20 - mmengine - INFO - Epoch(train) [170][2360/3757] lr: 9.186e-05 eta: 2:50:47 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 12.8609 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5018 loss: 1.5018 2022/06/27 13:23:25 - mmengine - INFO - Epoch(train) [170][2380/3757] lr: 9.186e-05 eta: 2:50:42 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 15.3230 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.4289 loss: 1.4289 2022/06/27 13:23:30 - mmengine - INFO - Epoch(train) [170][2400/3757] lr: 9.186e-05 eta: 2:50:36 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 13.9292 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1110 loss: 2.1110 2022/06/27 13:23:35 - mmengine - INFO - Epoch(train) [170][2420/3757] lr: 9.186e-05 eta: 2:50:31 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 11.5752 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.0185 loss: 2.0185 2022/06/27 13:23:41 - mmengine - INFO - Epoch(train) [170][2440/3757] lr: 9.186e-05 eta: 2:50:26 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 13.0975 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.7254 loss: 1.7254 2022/06/27 13:23:46 - mmengine - INFO - Epoch(train) [170][2460/3757] lr: 9.186e-05 eta: 2:50:21 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 15.3774 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4559 loss: 1.4559 2022/06/27 13:23:52 - mmengine - INFO - Epoch(train) [170][2480/3757] lr: 9.186e-05 eta: 2:50:15 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 12.7094 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.6086 loss: 1.6086 2022/06/27 13:23:57 - mmengine - INFO - Epoch(train) [170][2500/3757] lr: 9.186e-05 eta: 2:50:10 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 13.1704 top1_acc: 0.1250 top5_acc: 0.8750 loss_cls: 1.3179 loss: 1.3179 2022/06/27 13:24:02 - mmengine - INFO - Epoch(train) [170][2520/3757] lr: 9.186e-05 eta: 2:50:05 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 10.6264 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4378 loss: 1.4378 2022/06/27 13:24:07 - mmengine - INFO - Epoch(train) [170][2540/3757] lr: 9.186e-05 eta: 2:50:00 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 9.0395 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.5930 loss: 1.5930 2022/06/27 13:24:13 - mmengine - INFO - Epoch(train) [170][2560/3757] lr: 9.186e-05 eta: 2:49:54 time: 0.267 data_time: 0.006 memory: 5036 grad_norm: 13.4959 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6181 loss: 1.6181 2022/06/27 13:24:18 - mmengine - INFO - Epoch(train) [170][2580/3757] lr: 9.186e-05 eta: 2:49:49 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 12.2479 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6928 loss: 1.6928 2022/06/27 13:24:23 - mmengine - INFO - Epoch(train) [170][2600/3757] lr: 9.186e-05 eta: 2:49:44 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 13.4101 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.4134 loss: 1.4134 2022/06/27 13:24:29 - mmengine - INFO - Epoch(train) [170][2620/3757] lr: 9.186e-05 eta: 2:49:39 time: 0.256 data_time: 0.011 memory: 5036 grad_norm: 11.6483 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6686 loss: 1.6686 2022/06/27 13:24:34 - mmengine - INFO - Epoch(train) [170][2640/3757] lr: 9.186e-05 eta: 2:49:33 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 12.0839 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.5613 loss: 1.5613 2022/06/27 13:24:39 - mmengine - INFO - Epoch(train) [170][2660/3757] lr: 9.186e-05 eta: 2:49:28 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 14.3017 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3086 loss: 1.3086 2022/06/27 13:24:45 - mmengine - INFO - Epoch(train) [170][2680/3757] lr: 9.186e-05 eta: 2:49:23 time: 0.260 data_time: 0.009 memory: 5036 grad_norm: 13.7552 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5943 loss: 1.5943 2022/06/27 13:24:50 - mmengine - INFO - Epoch(train) [170][2700/3757] lr: 9.186e-05 eta: 2:49:18 time: 0.264 data_time: 0.008 memory: 5036 grad_norm: 12.0009 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.5891 loss: 1.5891 2022/06/27 13:24:55 - mmengine - INFO - Epoch(train) [170][2720/3757] lr: 9.186e-05 eta: 2:49:12 time: 0.260 data_time: 0.009 memory: 5036 grad_norm: 13.5100 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4641 loss: 1.4641 2022/06/27 13:25:00 - mmengine - INFO - Epoch(train) [170][2740/3757] lr: 9.186e-05 eta: 2:49:07 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 10.2872 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7899 loss: 1.7899 2022/06/27 13:25:06 - mmengine - INFO - Epoch(train) [170][2760/3757] lr: 9.186e-05 eta: 2:49:02 time: 0.257 data_time: 0.008 memory: 5036 grad_norm: 14.3427 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4964 loss: 1.4964 2022/06/27 13:25:11 - mmengine - INFO - Epoch(train) [170][2780/3757] lr: 9.186e-05 eta: 2:48:57 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 10.3924 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.2891 loss: 1.2891 2022/06/27 13:25:16 - mmengine - INFO - Epoch(train) [170][2800/3757] lr: 9.186e-05 eta: 2:48:51 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 13.6722 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5443 loss: 1.5443 2022/06/27 13:25:21 - mmengine - INFO - Epoch(train) [170][2820/3757] lr: 9.186e-05 eta: 2:48:46 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 11.2678 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5140 loss: 1.5140 2022/06/27 13:25:27 - mmengine - INFO - Epoch(train) [170][2840/3757] lr: 9.186e-05 eta: 2:48:41 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 11.7638 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.5290 loss: 1.5290 2022/06/27 13:25:32 - mmengine - INFO - Epoch(train) [170][2860/3757] lr: 9.186e-05 eta: 2:48:36 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 12.4592 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7239 loss: 1.7239 2022/06/27 13:25:37 - mmengine - INFO - Epoch(train) [170][2880/3757] lr: 9.186e-05 eta: 2:48:30 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 10.1397 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.8066 loss: 1.8066 2022/06/27 13:25:43 - mmengine - INFO - Epoch(train) [170][2900/3757] lr: 9.186e-05 eta: 2:48:25 time: 0.249 data_time: 0.004 memory: 5036 grad_norm: 14.3392 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.2279 loss: 1.2279 2022/06/27 13:25:48 - mmengine - INFO - Epoch(train) [170][2920/3757] lr: 9.186e-05 eta: 2:48:20 time: 0.268 data_time: 0.007 memory: 5036 grad_norm: 12.7149 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.6863 loss: 1.6863 2022/06/27 13:25:53 - mmengine - INFO - Epoch(train) [170][2940/3757] lr: 9.186e-05 eta: 2:48:14 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 12.7224 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2842 loss: 1.2842 2022/06/27 13:25:59 - mmengine - INFO - Epoch(train) [170][2960/3757] lr: 9.186e-05 eta: 2:48:09 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 11.3734 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.4607 loss: 1.4607 2022/06/27 13:26:04 - mmengine - INFO - Epoch(train) [170][2980/3757] lr: 9.186e-05 eta: 2:48:04 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 11.7494 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5136 loss: 1.5136 2022/06/27 13:26:09 - mmengine - INFO - Epoch(train) [170][3000/3757] lr: 9.186e-05 eta: 2:47:59 time: 0.255 data_time: 0.004 memory: 5036 grad_norm: 11.7760 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.2483 loss: 1.2483 2022/06/27 13:26:15 - mmengine - INFO - Epoch(train) [170][3020/3757] lr: 9.186e-05 eta: 2:47:53 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 14.4762 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.6461 loss: 1.6461 2022/06/27 13:26:20 - mmengine - INFO - Epoch(train) [170][3040/3757] lr: 9.186e-05 eta: 2:47:48 time: 0.256 data_time: 0.004 memory: 5036 grad_norm: 12.8045 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.8876 loss: 1.8876 2022/06/27 13:26:25 - mmengine - INFO - Epoch(train) [170][3060/3757] lr: 9.186e-05 eta: 2:47:43 time: 0.265 data_time: 0.007 memory: 5036 grad_norm: 12.0325 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5357 loss: 1.5357 2022/06/27 13:26:27 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 13:26:31 - mmengine - INFO - Epoch(train) [170][3080/3757] lr: 9.186e-05 eta: 2:47:38 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 12.1935 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3030 loss: 1.3030 2022/06/27 13:26:36 - mmengine - INFO - Epoch(train) [170][3100/3757] lr: 9.186e-05 eta: 2:47:32 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 11.4758 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2288 loss: 1.2288 2022/06/27 13:26:41 - mmengine - INFO - Epoch(train) [170][3120/3757] lr: 9.186e-05 eta: 2:47:27 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 13.9596 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6131 loss: 1.6131 2022/06/27 13:26:47 - mmengine - INFO - Epoch(train) [170][3140/3757] lr: 9.186e-05 eta: 2:47:22 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 11.2620 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.0965 loss: 1.0965 2022/06/27 13:26:52 - mmengine - INFO - Epoch(train) [170][3160/3757] lr: 9.186e-05 eta: 2:47:17 time: 0.255 data_time: 0.010 memory: 5036 grad_norm: 10.7574 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8722 loss: 1.8722 2022/06/27 13:26:57 - mmengine - INFO - Epoch(train) [170][3180/3757] lr: 9.186e-05 eta: 2:47:11 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 13.6685 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 0.9626 loss: 0.9626 2022/06/27 13:27:03 - mmengine - INFO - Epoch(train) [170][3200/3757] lr: 9.186e-05 eta: 2:47:06 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 13.2631 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.6109 loss: 1.6109 2022/06/27 13:27:08 - mmengine - INFO - Epoch(train) [170][3220/3757] lr: 9.186e-05 eta: 2:47:01 time: 0.276 data_time: 0.003 memory: 5036 grad_norm: 13.2323 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.4569 loss: 1.4569 2022/06/27 13:27:13 - mmengine - INFO - Epoch(train) [170][3240/3757] lr: 9.186e-05 eta: 2:46:56 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 13.6238 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5201 loss: 1.5201 2022/06/27 13:27:18 - mmengine - INFO - Epoch(train) [170][3260/3757] lr: 9.186e-05 eta: 2:46:50 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 16.6394 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5345 loss: 1.5345 2022/06/27 13:27:24 - mmengine - INFO - Epoch(train) [170][3280/3757] lr: 9.186e-05 eta: 2:46:45 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 13.9419 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 2.0484 loss: 2.0484 2022/06/27 13:27:29 - mmengine - INFO - Epoch(train) [170][3300/3757] lr: 9.186e-05 eta: 2:46:40 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 13.5550 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6138 loss: 1.6138 2022/06/27 13:27:34 - mmengine - INFO - Epoch(train) [170][3320/3757] lr: 9.186e-05 eta: 2:46:35 time: 0.276 data_time: 0.003 memory: 5036 grad_norm: 8.7046 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5935 loss: 1.5935 2022/06/27 13:27:40 - mmengine - INFO - Epoch(train) [170][3340/3757] lr: 9.186e-05 eta: 2:46:29 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 13.3186 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5690 loss: 1.5690 2022/06/27 13:27:45 - mmengine - INFO - Epoch(train) [170][3360/3757] lr: 9.186e-05 eta: 2:46:24 time: 0.259 data_time: 0.009 memory: 5036 grad_norm: 10.8155 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7786 loss: 1.7786 2022/06/27 13:27:50 - mmengine - INFO - Epoch(train) [170][3380/3757] lr: 9.186e-05 eta: 2:46:19 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 14.7286 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.6360 loss: 1.6360 2022/06/27 13:27:55 - mmengine - INFO - Epoch(train) [170][3400/3757] lr: 9.186e-05 eta: 2:46:14 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 14.3666 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7029 loss: 1.7029 2022/06/27 13:28:01 - mmengine - INFO - Epoch(train) [170][3420/3757] lr: 9.186e-05 eta: 2:46:08 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 11.7918 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7139 loss: 1.7139 2022/06/27 13:28:06 - mmengine - INFO - Epoch(train) [170][3440/3757] lr: 9.186e-05 eta: 2:46:03 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 16.6400 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.7900 loss: 1.7900 2022/06/27 13:28:11 - mmengine - INFO - Epoch(train) [170][3460/3757] lr: 9.186e-05 eta: 2:45:58 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 12.0249 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.1564 loss: 1.1564 2022/06/27 13:28:17 - mmengine - INFO - Epoch(train) [170][3480/3757] lr: 9.186e-05 eta: 2:45:52 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 12.2279 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.5977 loss: 1.5977 2022/06/27 13:28:22 - mmengine - INFO - Epoch(train) [170][3500/3757] lr: 9.186e-05 eta: 2:45:47 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 14.5408 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8360 loss: 1.8360 2022/06/27 13:28:27 - mmengine - INFO - Epoch(train) [170][3520/3757] lr: 9.186e-05 eta: 2:45:42 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 14.3901 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3784 loss: 1.3784 2022/06/27 13:28:33 - mmengine - INFO - Epoch(train) [170][3540/3757] lr: 9.186e-05 eta: 2:45:37 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 13.5960 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6133 loss: 1.6133 2022/06/27 13:28:38 - mmengine - INFO - Epoch(train) [170][3560/3757] lr: 9.186e-05 eta: 2:45:31 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 13.2480 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.2711 loss: 1.2711 2022/06/27 13:28:43 - mmengine - INFO - Epoch(train) [170][3580/3757] lr: 9.186e-05 eta: 2:45:26 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 12.6640 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.1291 loss: 1.1291 2022/06/27 13:28:49 - mmengine - INFO - Epoch(train) [170][3600/3757] lr: 9.186e-05 eta: 2:45:21 time: 0.257 data_time: 0.010 memory: 5036 grad_norm: 12.9784 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2871 loss: 1.2871 2022/06/27 13:28:54 - mmengine - INFO - Epoch(train) [170][3620/3757] lr: 9.186e-05 eta: 2:45:16 time: 0.271 data_time: 0.006 memory: 5036 grad_norm: 11.6163 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7686 loss: 1.7686 2022/06/27 13:28:59 - mmengine - INFO - Epoch(train) [170][3640/3757] lr: 9.186e-05 eta: 2:45:10 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 14.2434 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.4208 loss: 1.4208 2022/06/27 13:29:04 - mmengine - INFO - Epoch(train) [170][3660/3757] lr: 9.186e-05 eta: 2:45:05 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 12.1288 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.7376 loss: 1.7376 2022/06/27 13:29:10 - mmengine - INFO - Epoch(train) [170][3680/3757] lr: 9.186e-05 eta: 2:45:00 time: 0.274 data_time: 0.006 memory: 5036 grad_norm: 13.8698 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 1.6761 loss: 1.6761 2022/06/27 13:29:15 - mmengine - INFO - Epoch(train) [170][3700/3757] lr: 9.186e-05 eta: 2:44:55 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 11.8222 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.2218 loss: 1.2218 2022/06/27 13:29:20 - mmengine - INFO - Epoch(train) [170][3720/3757] lr: 9.186e-05 eta: 2:44:49 time: 0.263 data_time: 0.012 memory: 5036 grad_norm: 11.9360 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8975 loss: 1.8975 2022/06/27 13:29:25 - mmengine - INFO - Epoch(train) [170][3740/3757] lr: 9.186e-05 eta: 2:44:44 time: 0.243 data_time: 0.009 memory: 5036 grad_norm: 12.5355 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8500 loss: 1.8500 2022/06/27 13:29:30 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 13:29:30 - mmengine - INFO - Saving checkpoint at 170 epochs 2022/06/27 13:29:43 - mmengine - INFO - Epoch(val) [170][20/310] eta: 0:01:40 time: 0.118 data_time: 0.008 memory: 5036 2022/06/27 13:29:48 - mmengine - INFO - Epoch(val) [170][40/310] eta: 0:01:36 time: 0.112 data_time: 0.005 memory: 1723 2022/06/27 13:29:52 - mmengine - INFO - Epoch(val) [170][60/310] eta: 0:00:26 time: 0.111 data_time: 0.004 memory: 1723 2022/06/27 13:29:57 - mmengine - INFO - Epoch(val) [170][80/310] eta: 0:00:24 time: 0.103 data_time: 0.002 memory: 1723 2022/06/27 13:30:04 - mmengine - INFO - Epoch(val) [170][100/310] eta: 0:01:24 time: 0.103 data_time: 0.001 memory: 1723 2022/06/27 13:30:09 - mmengine - INFO - Epoch(val) [170][120/310] eta: 0:01:00 time: 0.110 data_time: 0.008 memory: 1723 2022/06/27 13:30:13 - mmengine - INFO - Epoch(val) [170][140/310] eta: 0:00:21 time: 0.104 data_time: 0.001 memory: 1723 2022/06/27 13:30:18 - mmengine - INFO - Epoch(val) [170][160/310] eta: 0:00:23 time: 0.108 data_time: 0.002 memory: 1723 2022/06/27 13:30:25 - mmengine - INFO - Epoch(val) [170][180/310] eta: 0:00:39 time: 0.114 data_time: 0.007 memory: 1723 2022/06/27 13:30:30 - mmengine - INFO - Epoch(val) [170][200/310] eta: 0:00:37 time: 0.192 data_time: 0.085 memory: 1723 2022/06/27 13:30:34 - mmengine - INFO - Epoch(val) [170][220/310] eta: 0:00:13 time: 0.106 data_time: 0.004 memory: 1723 2022/06/27 13:30:39 - mmengine - INFO - Epoch(val) [170][240/310] eta: 0:00:10 time: 0.109 data_time: 0.002 memory: 1723 2022/06/27 13:30:46 - mmengine - INFO - Epoch(val) [170][260/310] eta: 0:00:15 time: 0.103 data_time: 0.001 memory: 1723 2022/06/27 13:30:50 - mmengine - INFO - Epoch(val) [170][280/310] eta: 0:00:08 time: 0.109 data_time: 0.001 memory: 1723 2022/06/27 13:30:52 - mmengine - INFO - Epoch(val) [170][300/310] eta: 0:00:01 time: 0.097 data_time: 0.001 memory: 1723 2022/06/27 13:30:54 - mmengine - INFO - Epoch(val) [170][310/310] acc/top1: 0.6124 acc/top5: 0.8280 acc/mean1: 0.6123 2022/06/27 13:31:04 - mmengine - INFO - Epoch(train) [171][20/3757] lr: 7.596e-05 eta: 2:44:35 time: 0.274 data_time: 0.003 memory: 5036 grad_norm: 11.3486 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2307 loss: 1.2307 2022/06/27 13:31:10 - mmengine - INFO - Epoch(train) [171][40/3757] lr: 7.596e-05 eta: 2:44:29 time: 0.256 data_time: 0.004 memory: 5036 grad_norm: 13.5998 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6074 loss: 1.6074 2022/06/27 13:31:15 - mmengine - INFO - Epoch(train) [171][60/3757] lr: 7.596e-05 eta: 2:44:24 time: 0.253 data_time: 0.004 memory: 5036 grad_norm: 11.6367 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6933 loss: 1.6933 2022/06/27 13:31:20 - mmengine - INFO - Epoch(train) [171][80/3757] lr: 7.596e-05 eta: 2:44:19 time: 0.260 data_time: 0.004 memory: 5036 grad_norm: 16.7677 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6955 loss: 1.6955 2022/06/27 13:31:26 - mmengine - INFO - Epoch(train) [171][100/3757] lr: 7.596e-05 eta: 2:44:14 time: 0.270 data_time: 0.007 memory: 5036 grad_norm: 10.4294 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.6298 loss: 1.6298 2022/06/27 13:31:31 - mmengine - INFO - Epoch(train) [171][120/3757] lr: 7.596e-05 eta: 2:44:08 time: 0.276 data_time: 0.003 memory: 5036 grad_norm: 13.2620 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7489 loss: 1.7489 2022/06/27 13:31:36 - mmengine - INFO - Epoch(train) [171][140/3757] lr: 7.596e-05 eta: 2:44:03 time: 0.259 data_time: 0.004 memory: 5036 grad_norm: 13.2216 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4342 loss: 1.4342 2022/06/27 13:31:42 - mmengine - INFO - Epoch(train) [171][160/3757] lr: 7.596e-05 eta: 2:43:58 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 12.8035 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.6746 loss: 1.6746 2022/06/27 13:31:47 - mmengine - INFO - Epoch(train) [171][180/3757] lr: 7.596e-05 eta: 2:43:52 time: 0.269 data_time: 0.003 memory: 5036 grad_norm: 13.6201 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5591 loss: 1.5591 2022/06/27 13:31:52 - mmengine - INFO - Epoch(train) [171][200/3757] lr: 7.596e-05 eta: 2:43:47 time: 0.274 data_time: 0.003 memory: 5036 grad_norm: 13.5385 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2890 loss: 1.2890 2022/06/27 13:31:58 - mmengine - INFO - Epoch(train) [171][220/3757] lr: 7.596e-05 eta: 2:43:42 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 11.5516 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.2339 loss: 1.2339 2022/06/27 13:32:03 - mmengine - INFO - Epoch(train) [171][240/3757] lr: 7.596e-05 eta: 2:43:37 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 13.7413 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.1852 loss: 1.1852 2022/06/27 13:32:08 - mmengine - INFO - Epoch(train) [171][260/3757] lr: 7.596e-05 eta: 2:43:31 time: 0.279 data_time: 0.004 memory: 5036 grad_norm: 15.3377 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6081 loss: 1.6081 2022/06/27 13:32:14 - mmengine - INFO - Epoch(train) [171][280/3757] lr: 7.596e-05 eta: 2:43:26 time: 0.264 data_time: 0.004 memory: 5036 grad_norm: 10.7608 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3346 loss: 1.3346 2022/06/27 13:32:19 - mmengine - INFO - Epoch(train) [171][300/3757] lr: 7.596e-05 eta: 2:43:21 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 11.9901 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.6369 loss: 1.6369 2022/06/27 13:32:22 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 13:32:24 - mmengine - INFO - Epoch(train) [171][320/3757] lr: 7.596e-05 eta: 2:43:16 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 14.8121 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.2210 loss: 1.2210 2022/06/27 13:32:30 - mmengine - INFO - Epoch(train) [171][340/3757] lr: 7.596e-05 eta: 2:43:10 time: 0.267 data_time: 0.015 memory: 5036 grad_norm: 13.9467 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.8040 loss: 1.8040 2022/06/27 13:32:35 - mmengine - INFO - Epoch(train) [171][360/3757] lr: 7.596e-05 eta: 2:43:05 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 12.5295 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.5451 loss: 1.5451 2022/06/27 13:32:41 - mmengine - INFO - Epoch(train) [171][380/3757] lr: 7.596e-05 eta: 2:43:00 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 11.4426 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3497 loss: 1.3497 2022/06/27 13:32:46 - mmengine - INFO - Epoch(train) [171][400/3757] lr: 7.596e-05 eta: 2:42:55 time: 0.262 data_time: 0.009 memory: 5036 grad_norm: 13.5498 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2002 loss: 1.2002 2022/06/27 13:32:51 - mmengine - INFO - Epoch(train) [171][420/3757] lr: 7.596e-05 eta: 2:42:49 time: 0.254 data_time: 0.008 memory: 5036 grad_norm: 12.7732 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6196 loss: 1.6196 2022/06/27 13:32:57 - mmengine - INFO - Epoch(train) [171][440/3757] lr: 7.596e-05 eta: 2:42:44 time: 0.250 data_time: 0.007 memory: 5036 grad_norm: 13.1817 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.5852 loss: 1.5852 2022/06/27 13:33:02 - mmengine - INFO - Epoch(train) [171][460/3757] lr: 7.596e-05 eta: 2:42:39 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 12.3828 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4672 loss: 1.4672 2022/06/27 13:33:07 - mmengine - INFO - Epoch(train) [171][480/3757] lr: 7.596e-05 eta: 2:42:34 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 13.0140 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5380 loss: 1.5380 2022/06/27 13:33:13 - mmengine - INFO - Epoch(train) [171][500/3757] lr: 7.596e-05 eta: 2:42:28 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 11.7082 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6372 loss: 1.6372 2022/06/27 13:33:18 - mmengine - INFO - Epoch(train) [171][520/3757] lr: 7.596e-05 eta: 2:42:23 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 15.8107 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7482 loss: 1.7482 2022/06/27 13:33:23 - mmengine - INFO - Epoch(train) [171][540/3757] lr: 7.596e-05 eta: 2:42:18 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 8.9654 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5837 loss: 1.5837 2022/06/27 13:33:29 - mmengine - INFO - Epoch(train) [171][560/3757] lr: 7.596e-05 eta: 2:42:13 time: 0.264 data_time: 0.007 memory: 5036 grad_norm: 9.4800 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6588 loss: 1.6588 2022/06/27 13:33:34 - mmengine - INFO - Epoch(train) [171][580/3757] lr: 7.596e-05 eta: 2:42:07 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 12.4630 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4948 loss: 1.4948 2022/06/27 13:33:40 - mmengine - INFO - Epoch(train) [171][600/3757] lr: 7.596e-05 eta: 2:42:02 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 13.0077 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6939 loss: 1.6939 2022/06/27 13:33:45 - mmengine - INFO - Epoch(train) [171][620/3757] lr: 7.596e-05 eta: 2:41:57 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 15.0832 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.9656 loss: 0.9656 2022/06/27 13:33:50 - mmengine - INFO - Epoch(train) [171][640/3757] lr: 7.596e-05 eta: 2:41:52 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 12.2878 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5326 loss: 1.5326 2022/06/27 13:33:55 - mmengine - INFO - Epoch(train) [171][660/3757] lr: 7.596e-05 eta: 2:41:46 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 12.1657 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3829 loss: 1.3829 2022/06/27 13:34:01 - mmengine - INFO - Epoch(train) [171][680/3757] lr: 7.596e-05 eta: 2:41:41 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 13.9379 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4870 loss: 1.4870 2022/06/27 13:34:06 - mmengine - INFO - Epoch(train) [171][700/3757] lr: 7.596e-05 eta: 2:41:36 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 11.4998 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3826 loss: 1.3826 2022/06/27 13:34:11 - mmengine - INFO - Epoch(train) [171][720/3757] lr: 7.596e-05 eta: 2:41:31 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 11.8197 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6860 loss: 1.6860 2022/06/27 13:34:16 - mmengine - INFO - Epoch(train) [171][740/3757] lr: 7.596e-05 eta: 2:41:25 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 12.4394 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.2731 loss: 1.2731 2022/06/27 13:34:22 - mmengine - INFO - Epoch(train) [171][760/3757] lr: 7.596e-05 eta: 2:41:20 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 11.4507 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4886 loss: 1.4886 2022/06/27 13:34:27 - mmengine - INFO - Epoch(train) [171][780/3757] lr: 7.596e-05 eta: 2:41:15 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 13.4220 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.6471 loss: 1.6471 2022/06/27 13:34:33 - mmengine - INFO - Epoch(train) [171][800/3757] lr: 7.596e-05 eta: 2:41:10 time: 0.261 data_time: 0.010 memory: 5036 grad_norm: 11.2322 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6657 loss: 1.6657 2022/06/27 13:34:38 - mmengine - INFO - Epoch(train) [171][820/3757] lr: 7.596e-05 eta: 2:41:04 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 12.0620 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.6022 loss: 1.6022 2022/06/27 13:34:43 - mmengine - INFO - Epoch(train) [171][840/3757] lr: 7.596e-05 eta: 2:40:59 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 10.6141 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.6663 loss: 1.6663 2022/06/27 13:34:48 - mmengine - INFO - Epoch(train) [171][860/3757] lr: 7.596e-05 eta: 2:40:54 time: 0.261 data_time: 0.010 memory: 5036 grad_norm: 12.3747 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.1251 loss: 1.1251 2022/06/27 13:34:54 - mmengine - INFO - Epoch(train) [171][880/3757] lr: 7.596e-05 eta: 2:40:48 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 12.8762 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.6510 loss: 1.6510 2022/06/27 13:34:59 - mmengine - INFO - Epoch(train) [171][900/3757] lr: 7.596e-05 eta: 2:40:43 time: 0.278 data_time: 0.017 memory: 5036 grad_norm: 12.4363 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.5882 loss: 1.5882 2022/06/27 13:35:04 - mmengine - INFO - Epoch(train) [171][920/3757] lr: 7.596e-05 eta: 2:40:38 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 12.7328 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6016 loss: 1.6016 2022/06/27 13:35:10 - mmengine - INFO - Epoch(train) [171][940/3757] lr: 7.596e-05 eta: 2:40:33 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 11.8233 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7138 loss: 1.7138 2022/06/27 13:35:15 - mmengine - INFO - Epoch(train) [171][960/3757] lr: 7.596e-05 eta: 2:40:27 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 14.9148 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.7156 loss: 1.7156 2022/06/27 13:35:20 - mmengine - INFO - Epoch(train) [171][980/3757] lr: 7.596e-05 eta: 2:40:22 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 11.3718 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.6108 loss: 1.6108 2022/06/27 13:35:26 - mmengine - INFO - Epoch(train) [171][1000/3757] lr: 7.596e-05 eta: 2:40:17 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 15.8920 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4630 loss: 1.4630 2022/06/27 13:35:31 - mmengine - INFO - Epoch(train) [171][1020/3757] lr: 7.596e-05 eta: 2:40:12 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 11.6936 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3516 loss: 1.3516 2022/06/27 13:35:36 - mmengine - INFO - Epoch(train) [171][1040/3757] lr: 7.596e-05 eta: 2:40:06 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 11.5969 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3568 loss: 1.3568 2022/06/27 13:35:42 - mmengine - INFO - Epoch(train) [171][1060/3757] lr: 7.596e-05 eta: 2:40:01 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 14.2849 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4667 loss: 1.4667 2022/06/27 13:35:47 - mmengine - INFO - Epoch(train) [171][1080/3757] lr: 7.596e-05 eta: 2:39:56 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 12.9015 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.3671 loss: 1.3671 2022/06/27 13:35:52 - mmengine - INFO - Epoch(train) [171][1100/3757] lr: 7.596e-05 eta: 2:39:51 time: 0.271 data_time: 0.006 memory: 5036 grad_norm: 11.4377 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3887 loss: 1.3887 2022/06/27 13:35:57 - mmengine - INFO - Epoch(train) [171][1120/3757] lr: 7.596e-05 eta: 2:39:45 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 10.3150 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.6677 loss: 1.6677 2022/06/27 13:36:03 - mmengine - INFO - Epoch(train) [171][1140/3757] lr: 7.596e-05 eta: 2:39:40 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 13.0651 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5106 loss: 1.5106 2022/06/27 13:36:08 - mmengine - INFO - Epoch(train) [171][1160/3757] lr: 7.596e-05 eta: 2:39:35 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 12.7255 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.6270 loss: 1.6270 2022/06/27 13:36:13 - mmengine - INFO - Epoch(train) [171][1180/3757] lr: 7.596e-05 eta: 2:39:30 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 11.3848 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6345 loss: 1.6345 2022/06/27 13:36:19 - mmengine - INFO - Epoch(train) [171][1200/3757] lr: 7.596e-05 eta: 2:39:24 time: 0.306 data_time: 0.007 memory: 5036 grad_norm: 13.8555 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0134 loss: 2.0134 2022/06/27 13:36:24 - mmengine - INFO - Epoch(train) [171][1220/3757] lr: 7.596e-05 eta: 2:39:19 time: 0.260 data_time: 0.004 memory: 5036 grad_norm: 11.9630 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6004 loss: 1.6004 2022/06/27 13:36:30 - mmengine - INFO - Epoch(train) [171][1240/3757] lr: 7.596e-05 eta: 2:39:14 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 13.0539 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5457 loss: 1.5457 2022/06/27 13:36:35 - mmengine - INFO - Epoch(train) [171][1260/3757] lr: 7.596e-05 eta: 2:39:09 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 11.6882 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5302 loss: 1.5302 2022/06/27 13:36:40 - mmengine - INFO - Epoch(train) [171][1280/3757] lr: 7.596e-05 eta: 2:39:03 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 14.0567 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4686 loss: 1.4686 2022/06/27 13:36:45 - mmengine - INFO - Epoch(train) [171][1300/3757] lr: 7.596e-05 eta: 2:38:58 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 13.6580 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.7069 loss: 1.7069 2022/06/27 13:36:48 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 13:36:51 - mmengine - INFO - Epoch(train) [171][1320/3757] lr: 7.596e-05 eta: 2:38:53 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 14.1837 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.5337 loss: 1.5337 2022/06/27 13:36:56 - mmengine - INFO - Epoch(train) [171][1340/3757] lr: 7.596e-05 eta: 2:38:48 time: 0.265 data_time: 0.007 memory: 5036 grad_norm: 11.6639 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2790 loss: 1.2790 2022/06/27 13:37:01 - mmengine - INFO - Epoch(train) [171][1360/3757] lr: 7.596e-05 eta: 2:38:42 time: 0.255 data_time: 0.010 memory: 5036 grad_norm: 11.8696 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.7751 loss: 1.7751 2022/06/27 13:37:06 - mmengine - INFO - Epoch(train) [171][1380/3757] lr: 7.596e-05 eta: 2:38:37 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 11.5995 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3939 loss: 1.3939 2022/06/27 13:37:12 - mmengine - INFO - Epoch(train) [171][1400/3757] lr: 7.596e-05 eta: 2:38:32 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 10.1558 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3539 loss: 1.3539 2022/06/27 13:37:17 - mmengine - INFO - Epoch(train) [171][1420/3757] lr: 7.596e-05 eta: 2:38:26 time: 0.263 data_time: 0.007 memory: 5036 grad_norm: 10.6492 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5064 loss: 1.5064 2022/06/27 13:37:22 - mmengine - INFO - Epoch(train) [171][1440/3757] lr: 7.596e-05 eta: 2:38:21 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 12.6564 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.3131 loss: 1.3131 2022/06/27 13:37:27 - mmengine - INFO - Epoch(train) [171][1460/3757] lr: 7.596e-05 eta: 2:38:16 time: 0.250 data_time: 0.007 memory: 5036 grad_norm: 15.7032 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.6651 loss: 1.6651 2022/06/27 13:37:33 - mmengine - INFO - Epoch(train) [171][1480/3757] lr: 7.596e-05 eta: 2:38:11 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 13.0066 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3061 loss: 1.3061 2022/06/27 13:37:38 - mmengine - INFO - Epoch(train) [171][1500/3757] lr: 7.596e-05 eta: 2:38:05 time: 0.260 data_time: 0.011 memory: 5036 grad_norm: 12.9833 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.2872 loss: 1.2872 2022/06/27 13:37:43 - mmengine - INFO - Epoch(train) [171][1520/3757] lr: 7.596e-05 eta: 2:38:00 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 13.4319 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6057 loss: 1.6057 2022/06/27 13:37:48 - mmengine - INFO - Epoch(train) [171][1540/3757] lr: 7.596e-05 eta: 2:37:55 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 10.6599 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.5646 loss: 1.5646 2022/06/27 13:37:54 - mmengine - INFO - Epoch(train) [171][1560/3757] lr: 7.596e-05 eta: 2:37:50 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 12.3407 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7939 loss: 1.7939 2022/06/27 13:37:59 - mmengine - INFO - Epoch(train) [171][1580/3757] lr: 7.596e-05 eta: 2:37:44 time: 0.449 data_time: 0.028 memory: 5036 grad_norm: 13.2911 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3456 loss: 1.3456 2022/06/27 13:38:04 - mmengine - INFO - Epoch(train) [171][1600/3757] lr: 7.596e-05 eta: 2:37:39 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 14.1215 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.3981 loss: 1.3981 2022/06/27 13:38:10 - mmengine - INFO - Epoch(train) [171][1620/3757] lr: 7.596e-05 eta: 2:37:34 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 10.8306 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8314 loss: 1.8314 2022/06/27 13:38:15 - mmengine - INFO - Epoch(train) [171][1640/3757] lr: 7.596e-05 eta: 2:37:29 time: 0.254 data_time: 0.004 memory: 5036 grad_norm: 12.7688 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5543 loss: 1.5543 2022/06/27 13:38:20 - mmengine - INFO - Epoch(train) [171][1660/3757] lr: 7.596e-05 eta: 2:37:23 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 13.9873 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.5070 loss: 1.5070 2022/06/27 13:38:25 - mmengine - INFO - Epoch(train) [171][1680/3757] lr: 7.596e-05 eta: 2:37:18 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 10.5183 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3335 loss: 1.3335 2022/06/27 13:38:31 - mmengine - INFO - Epoch(train) [171][1700/3757] lr: 7.596e-05 eta: 2:37:13 time: 0.266 data_time: 0.010 memory: 5036 grad_norm: 13.2127 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3322 loss: 1.3322 2022/06/27 13:38:36 - mmengine - INFO - Epoch(train) [171][1720/3757] lr: 7.596e-05 eta: 2:37:08 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 12.9424 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.1946 loss: 1.1946 2022/06/27 13:38:41 - mmengine - INFO - Epoch(train) [171][1740/3757] lr: 7.596e-05 eta: 2:37:02 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 12.3241 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2647 loss: 1.2647 2022/06/27 13:38:46 - mmengine - INFO - Epoch(train) [171][1760/3757] lr: 7.596e-05 eta: 2:36:57 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 10.8925 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5873 loss: 1.5873 2022/06/27 13:38:52 - mmengine - INFO - Epoch(train) [171][1780/3757] lr: 7.596e-05 eta: 2:36:52 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 15.1631 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8130 loss: 1.8130 2022/06/27 13:38:57 - mmengine - INFO - Epoch(train) [171][1800/3757] lr: 7.596e-05 eta: 2:36:47 time: 0.264 data_time: 0.010 memory: 5036 grad_norm: 11.3163 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.1691 loss: 1.1691 2022/06/27 13:39:03 - mmengine - INFO - Epoch(train) [171][1820/3757] lr: 7.596e-05 eta: 2:36:41 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 14.1328 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.3878 loss: 1.3878 2022/06/27 13:39:08 - mmengine - INFO - Epoch(train) [171][1840/3757] lr: 7.596e-05 eta: 2:36:36 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 13.5083 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4833 loss: 1.4833 2022/06/27 13:39:13 - mmengine - INFO - Epoch(train) [171][1860/3757] lr: 7.596e-05 eta: 2:36:31 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 9.0459 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6721 loss: 1.6721 2022/06/27 13:39:19 - mmengine - INFO - Epoch(train) [171][1880/3757] lr: 7.596e-05 eta: 2:36:26 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 11.2478 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2744 loss: 1.2744 2022/06/27 13:39:24 - mmengine - INFO - Epoch(train) [171][1900/3757] lr: 7.596e-05 eta: 2:36:20 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 12.4757 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.3518 loss: 1.3518 2022/06/27 13:39:29 - mmengine - INFO - Epoch(train) [171][1920/3757] lr: 7.596e-05 eta: 2:36:15 time: 0.286 data_time: 0.006 memory: 5036 grad_norm: 13.4480 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7004 loss: 1.7004 2022/06/27 13:39:34 - mmengine - INFO - Epoch(train) [171][1940/3757] lr: 7.596e-05 eta: 2:36:10 time: 0.251 data_time: 0.007 memory: 5036 grad_norm: 12.5118 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5459 loss: 1.5459 2022/06/27 13:39:39 - mmengine - INFO - Epoch(train) [171][1960/3757] lr: 7.596e-05 eta: 2:36:04 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 13.8166 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.8193 loss: 1.8193 2022/06/27 13:39:45 - mmengine - INFO - Epoch(train) [171][1980/3757] lr: 7.596e-05 eta: 2:35:59 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 12.5209 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4782 loss: 1.4782 2022/06/27 13:39:50 - mmengine - INFO - Epoch(train) [171][2000/3757] lr: 7.596e-05 eta: 2:35:54 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 10.5837 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.2370 loss: 1.2370 2022/06/27 13:39:55 - mmengine - INFO - Epoch(train) [171][2020/3757] lr: 7.596e-05 eta: 2:35:49 time: 0.257 data_time: 0.010 memory: 5036 grad_norm: 12.8366 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.2706 loss: 1.2706 2022/06/27 13:40:01 - mmengine - INFO - Epoch(train) [171][2040/3757] lr: 7.596e-05 eta: 2:35:43 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 13.2934 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7422 loss: 1.7422 2022/06/27 13:40:06 - mmengine - INFO - Epoch(train) [171][2060/3757] lr: 7.596e-05 eta: 2:35:38 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 11.1469 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4335 loss: 1.4335 2022/06/27 13:40:11 - mmengine - INFO - Epoch(train) [171][2080/3757] lr: 7.596e-05 eta: 2:35:33 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 13.0670 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6267 loss: 1.6267 2022/06/27 13:40:16 - mmengine - INFO - Epoch(train) [171][2100/3757] lr: 7.596e-05 eta: 2:35:28 time: 0.264 data_time: 0.007 memory: 5036 grad_norm: 10.4526 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.7911 loss: 1.7911 2022/06/27 13:40:22 - mmengine - INFO - Epoch(train) [171][2120/3757] lr: 7.596e-05 eta: 2:35:22 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 14.7558 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3965 loss: 1.3965 2022/06/27 13:40:27 - mmengine - INFO - Epoch(train) [171][2140/3757] lr: 7.596e-05 eta: 2:35:17 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 11.4770 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4547 loss: 1.4547 2022/06/27 13:40:32 - mmengine - INFO - Epoch(train) [171][2160/3757] lr: 7.596e-05 eta: 2:35:12 time: 0.264 data_time: 0.007 memory: 5036 grad_norm: 13.1091 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.3924 loss: 1.3924 2022/06/27 13:40:37 - mmengine - INFO - Epoch(train) [171][2180/3757] lr: 7.596e-05 eta: 2:35:07 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 10.5975 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8580 loss: 1.8580 2022/06/27 13:40:43 - mmengine - INFO - Epoch(train) [171][2200/3757] lr: 7.596e-05 eta: 2:35:01 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 13.8730 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.2680 loss: 1.2680 2022/06/27 13:40:48 - mmengine - INFO - Epoch(train) [171][2220/3757] lr: 7.596e-05 eta: 2:34:56 time: 0.263 data_time: 0.007 memory: 5036 grad_norm: 13.4565 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5865 loss: 1.5865 2022/06/27 13:40:53 - mmengine - INFO - Epoch(train) [171][2240/3757] lr: 7.596e-05 eta: 2:34:51 time: 0.255 data_time: 0.010 memory: 5036 grad_norm: 14.0370 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4477 loss: 1.4477 2022/06/27 13:40:59 - mmengine - INFO - Epoch(train) [171][2260/3757] lr: 7.596e-05 eta: 2:34:46 time: 0.254 data_time: 0.010 memory: 5036 grad_norm: 13.7033 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.4327 loss: 1.4327 2022/06/27 13:41:04 - mmengine - INFO - Epoch(train) [171][2280/3757] lr: 7.596e-05 eta: 2:34:40 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 13.3466 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 1.7082 loss: 1.7082 2022/06/27 13:41:09 - mmengine - INFO - Epoch(train) [171][2300/3757] lr: 7.596e-05 eta: 2:34:35 time: 0.322 data_time: 0.007 memory: 5036 grad_norm: 12.4122 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.3655 loss: 1.3655 2022/06/27 13:41:12 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 13:41:14 - mmengine - INFO - Epoch(train) [171][2320/3757] lr: 7.596e-05 eta: 2:34:30 time: 0.259 data_time: 0.009 memory: 5036 grad_norm: 12.1196 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.6139 loss: 1.6139 2022/06/27 13:41:20 - mmengine - INFO - Epoch(train) [171][2340/3757] lr: 7.596e-05 eta: 2:34:25 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 10.4676 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3333 loss: 1.3333 2022/06/27 13:41:25 - mmengine - INFO - Epoch(train) [171][2360/3757] lr: 7.596e-05 eta: 2:34:19 time: 0.264 data_time: 0.010 memory: 5036 grad_norm: 13.4255 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.6617 loss: 1.6617 2022/06/27 13:41:30 - mmengine - INFO - Epoch(train) [171][2380/3757] lr: 7.596e-05 eta: 2:34:14 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 11.9845 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3049 loss: 1.3049 2022/06/27 13:41:36 - mmengine - INFO - Epoch(train) [171][2400/3757] lr: 7.596e-05 eta: 2:34:09 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 12.3629 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.5072 loss: 1.5072 2022/06/27 13:41:41 - mmengine - INFO - Epoch(train) [171][2420/3757] lr: 7.596e-05 eta: 2:34:03 time: 0.261 data_time: 0.009 memory: 5036 grad_norm: 10.6419 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6600 loss: 1.6600 2022/06/27 13:41:46 - mmengine - INFO - Epoch(train) [171][2440/3757] lr: 7.596e-05 eta: 2:33:58 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 13.9049 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3973 loss: 1.3973 2022/06/27 13:41:52 - mmengine - INFO - Epoch(train) [171][2460/3757] lr: 7.596e-05 eta: 2:33:53 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 12.8832 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.6070 loss: 1.6070 2022/06/27 13:41:57 - mmengine - INFO - Epoch(train) [171][2480/3757] lr: 7.596e-05 eta: 2:33:48 time: 0.263 data_time: 0.007 memory: 5036 grad_norm: 11.5360 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.5962 loss: 1.5962 2022/06/27 13:42:02 - mmengine - INFO - Epoch(train) [171][2500/3757] lr: 7.596e-05 eta: 2:33:42 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 10.6585 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.7793 loss: 1.7793 2022/06/27 13:42:07 - mmengine - INFO - Epoch(train) [171][2520/3757] lr: 7.596e-05 eta: 2:33:37 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 12.1416 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.5993 loss: 1.5993 2022/06/27 13:42:13 - mmengine - INFO - Epoch(train) [171][2540/3757] lr: 7.596e-05 eta: 2:33:32 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 12.7840 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.9082 loss: 1.9082 2022/06/27 13:42:18 - mmengine - INFO - Epoch(train) [171][2560/3757] lr: 7.596e-05 eta: 2:33:27 time: 0.264 data_time: 0.006 memory: 5036 grad_norm: 19.0708 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.3816 loss: 1.3816 2022/06/27 13:42:23 - mmengine - INFO - Epoch(train) [171][2580/3757] lr: 7.596e-05 eta: 2:33:21 time: 0.253 data_time: 0.004 memory: 5036 grad_norm: 12.7517 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0191 loss: 2.0191 2022/06/27 13:42:28 - mmengine - INFO - Epoch(train) [171][2600/3757] lr: 7.596e-05 eta: 2:33:16 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 12.0909 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.5077 loss: 1.5077 2022/06/27 13:42:34 - mmengine - INFO - Epoch(train) [171][2620/3757] lr: 7.596e-05 eta: 2:33:11 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 18.1270 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.6157 loss: 1.6157 2022/06/27 13:42:39 - mmengine - INFO - Epoch(train) [171][2640/3757] lr: 7.596e-05 eta: 2:33:06 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 12.5807 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.2549 loss: 1.2549 2022/06/27 13:42:45 - mmengine - INFO - Epoch(train) [171][2660/3757] lr: 7.596e-05 eta: 2:33:00 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 11.0714 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4131 loss: 1.4131 2022/06/27 13:42:50 - mmengine - INFO - Epoch(train) [171][2680/3757] lr: 7.596e-05 eta: 2:32:55 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 13.7372 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.2502 loss: 1.2502 2022/06/27 13:42:55 - mmengine - INFO - Epoch(train) [171][2700/3757] lr: 7.596e-05 eta: 2:32:50 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 12.3765 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4945 loss: 1.4945 2022/06/27 13:43:00 - mmengine - INFO - Epoch(train) [171][2720/3757] lr: 7.596e-05 eta: 2:32:45 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 13.2847 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5645 loss: 1.5645 2022/06/27 13:43:06 - mmengine - INFO - Epoch(train) [171][2740/3757] lr: 7.596e-05 eta: 2:32:39 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 13.8642 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6852 loss: 1.6852 2022/06/27 13:43:11 - mmengine - INFO - Epoch(train) [171][2760/3757] lr: 7.596e-05 eta: 2:32:34 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 12.3980 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8268 loss: 1.8268 2022/06/27 13:43:16 - mmengine - INFO - Epoch(train) [171][2780/3757] lr: 7.596e-05 eta: 2:32:29 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 11.6835 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5657 loss: 1.5657 2022/06/27 13:43:22 - mmengine - INFO - Epoch(train) [171][2800/3757] lr: 7.596e-05 eta: 2:32:24 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 12.9722 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7371 loss: 1.7371 2022/06/27 13:43:27 - mmengine - INFO - Epoch(train) [171][2820/3757] lr: 7.596e-05 eta: 2:32:18 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 13.3172 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3871 loss: 1.3871 2022/06/27 13:43:32 - mmengine - INFO - Epoch(train) [171][2840/3757] lr: 7.596e-05 eta: 2:32:13 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 12.2732 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6084 loss: 1.6084 2022/06/27 13:43:37 - mmengine - INFO - Epoch(train) [171][2860/3757] lr: 7.596e-05 eta: 2:32:08 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 13.7426 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8048 loss: 1.8048 2022/06/27 13:43:43 - mmengine - INFO - Epoch(train) [171][2880/3757] lr: 7.596e-05 eta: 2:32:03 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 10.7105 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8638 loss: 1.8638 2022/06/27 13:43:48 - mmengine - INFO - Epoch(train) [171][2900/3757] lr: 7.596e-05 eta: 2:31:57 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 12.6689 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.0954 loss: 1.0954 2022/06/27 13:43:53 - mmengine - INFO - Epoch(train) [171][2920/3757] lr: 7.596e-05 eta: 2:31:52 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 12.3472 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7784 loss: 1.7784 2022/06/27 13:43:58 - mmengine - INFO - Epoch(train) [171][2940/3757] lr: 7.596e-05 eta: 2:31:47 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 12.7486 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7661 loss: 1.7661 2022/06/27 13:44:04 - mmengine - INFO - Epoch(train) [171][2960/3757] lr: 7.596e-05 eta: 2:31:41 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 12.2984 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.0062 loss: 2.0062 2022/06/27 13:44:09 - mmengine - INFO - Epoch(train) [171][2980/3757] lr: 7.596e-05 eta: 2:31:36 time: 0.254 data_time: 0.010 memory: 5036 grad_norm: 11.3928 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7571 loss: 1.7571 2022/06/27 13:44:14 - mmengine - INFO - Epoch(train) [171][3000/3757] lr: 7.596e-05 eta: 2:31:31 time: 0.262 data_time: 0.010 memory: 5036 grad_norm: 12.9180 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8563 loss: 1.8563 2022/06/27 13:44:20 - mmengine - INFO - Epoch(train) [171][3020/3757] lr: 7.596e-05 eta: 2:31:26 time: 0.295 data_time: 0.007 memory: 5036 grad_norm: 14.0013 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.5373 loss: 1.5373 2022/06/27 13:44:25 - mmengine - INFO - Epoch(train) [171][3040/3757] lr: 7.596e-05 eta: 2:31:20 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 10.0584 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7086 loss: 1.7086 2022/06/27 13:44:30 - mmengine - INFO - Epoch(train) [171][3060/3757] lr: 7.596e-05 eta: 2:31:15 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 13.2381 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4435 loss: 1.4435 2022/06/27 13:44:36 - mmengine - INFO - Epoch(train) [171][3080/3757] lr: 7.596e-05 eta: 2:31:10 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 11.2621 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.3319 loss: 1.3319 2022/06/27 13:44:41 - mmengine - INFO - Epoch(train) [171][3100/3757] lr: 7.596e-05 eta: 2:31:05 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 12.9929 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5656 loss: 1.5656 2022/06/27 13:44:46 - mmengine - INFO - Epoch(train) [171][3120/3757] lr: 7.596e-05 eta: 2:30:59 time: 0.260 data_time: 0.009 memory: 5036 grad_norm: 12.1272 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3303 loss: 1.3303 2022/06/27 13:44:52 - mmengine - INFO - Epoch(train) [171][3140/3757] lr: 7.596e-05 eta: 2:30:54 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 11.1522 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.1814 loss: 1.1814 2022/06/27 13:44:57 - mmengine - INFO - Epoch(train) [171][3160/3757] lr: 7.596e-05 eta: 2:30:49 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 12.0656 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7468 loss: 1.7468 2022/06/27 13:45:02 - mmengine - INFO - Epoch(train) [171][3180/3757] lr: 7.596e-05 eta: 2:30:44 time: 0.262 data_time: 0.012 memory: 5036 grad_norm: 13.7281 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.1180 loss: 1.1180 2022/06/27 13:45:07 - mmengine - INFO - Epoch(train) [171][3200/3757] lr: 7.596e-05 eta: 2:30:38 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 13.8479 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4757 loss: 1.4757 2022/06/27 13:45:13 - mmengine - INFO - Epoch(train) [171][3220/3757] lr: 7.596e-05 eta: 2:30:33 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 11.8772 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3766 loss: 1.3766 2022/06/27 13:45:18 - mmengine - INFO - Epoch(train) [171][3240/3757] lr: 7.596e-05 eta: 2:30:28 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 11.7977 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8142 loss: 1.8142 2022/06/27 13:45:23 - mmengine - INFO - Epoch(train) [171][3260/3757] lr: 7.596e-05 eta: 2:30:23 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 12.3135 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3595 loss: 1.3595 2022/06/27 13:45:28 - mmengine - INFO - Epoch(train) [171][3280/3757] lr: 7.596e-05 eta: 2:30:17 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 13.8786 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.7874 loss: 1.7874 2022/06/27 13:45:34 - mmengine - INFO - Epoch(train) [171][3300/3757] lr: 7.596e-05 eta: 2:30:12 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 12.2781 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6175 loss: 1.6175 2022/06/27 13:45:36 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 13:45:39 - mmengine - INFO - Epoch(train) [171][3320/3757] lr: 7.596e-05 eta: 2:30:07 time: 0.271 data_time: 0.007 memory: 5036 grad_norm: 13.2493 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.0501 loss: 1.0501 2022/06/27 13:45:44 - mmengine - INFO - Epoch(train) [171][3340/3757] lr: 7.596e-05 eta: 2:30:02 time: 0.257 data_time: 0.013 memory: 5036 grad_norm: 14.5480 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.6854 loss: 1.6854 2022/06/27 13:45:50 - mmengine - INFO - Epoch(train) [171][3360/3757] lr: 7.596e-05 eta: 2:29:56 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 13.1944 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5303 loss: 1.5303 2022/06/27 13:45:55 - mmengine - INFO - Epoch(train) [171][3380/3757] lr: 7.596e-05 eta: 2:29:51 time: 0.255 data_time: 0.008 memory: 5036 grad_norm: 9.9359 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.2991 loss: 1.2991 2022/06/27 13:46:00 - mmengine - INFO - Epoch(train) [171][3400/3757] lr: 7.596e-05 eta: 2:29:46 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 10.4242 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.5924 loss: 1.5924 2022/06/27 13:46:06 - mmengine - INFO - Epoch(train) [171][3420/3757] lr: 7.596e-05 eta: 2:29:41 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 14.1873 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5504 loss: 1.5504 2022/06/27 13:46:11 - mmengine - INFO - Epoch(train) [171][3440/3757] lr: 7.596e-05 eta: 2:29:35 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 11.2319 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5984 loss: 1.5984 2022/06/27 13:46:16 - mmengine - INFO - Epoch(train) [171][3460/3757] lr: 7.596e-05 eta: 2:29:30 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 15.4077 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2165 loss: 1.2165 2022/06/27 13:46:21 - mmengine - INFO - Epoch(train) [171][3480/3757] lr: 7.596e-05 eta: 2:29:25 time: 0.266 data_time: 0.007 memory: 5036 grad_norm: 12.2471 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5372 loss: 1.5372 2022/06/27 13:46:27 - mmengine - INFO - Epoch(train) [171][3500/3757] lr: 7.596e-05 eta: 2:29:19 time: 0.259 data_time: 0.008 memory: 5036 grad_norm: 10.0438 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5496 loss: 1.5496 2022/06/27 13:46:32 - mmengine - INFO - Epoch(train) [171][3520/3757] lr: 7.596e-05 eta: 2:29:14 time: 0.266 data_time: 0.007 memory: 5036 grad_norm: 11.2580 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8034 loss: 1.8034 2022/06/27 13:46:37 - mmengine - INFO - Epoch(train) [171][3540/3757] lr: 7.596e-05 eta: 2:29:09 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 13.7665 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.5271 loss: 1.5271 2022/06/27 13:46:43 - mmengine - INFO - Epoch(train) [171][3560/3757] lr: 7.596e-05 eta: 2:29:04 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 13.9310 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3482 loss: 1.3482 2022/06/27 13:46:48 - mmengine - INFO - Epoch(train) [171][3580/3757] lr: 7.596e-05 eta: 2:28:58 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 11.2857 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3255 loss: 1.3255 2022/06/27 13:46:53 - mmengine - INFO - Epoch(train) [171][3600/3757] lr: 7.596e-05 eta: 2:28:53 time: 0.265 data_time: 0.008 memory: 5036 grad_norm: 14.0233 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.5063 loss: 1.5063 2022/06/27 13:46:58 - mmengine - INFO - Epoch(train) [171][3620/3757] lr: 7.596e-05 eta: 2:28:48 time: 0.267 data_time: 0.007 memory: 5036 grad_norm: 11.9952 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.5841 loss: 1.5841 2022/06/27 13:47:04 - mmengine - INFO - Epoch(train) [171][3640/3757] lr: 7.596e-05 eta: 2:28:43 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 10.4664 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5716 loss: 1.5716 2022/06/27 13:47:09 - mmengine - INFO - Epoch(train) [171][3660/3757] lr: 7.596e-05 eta: 2:28:37 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 9.3988 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5503 loss: 1.5503 2022/06/27 13:47:15 - mmengine - INFO - Epoch(train) [171][3680/3757] lr: 7.596e-05 eta: 2:28:32 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 12.8507 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.0917 loss: 1.0917 2022/06/27 13:47:20 - mmengine - INFO - Epoch(train) [171][3700/3757] lr: 7.596e-05 eta: 2:28:27 time: 0.269 data_time: 0.007 memory: 5036 grad_norm: 13.6505 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.6037 loss: 1.6037 2022/06/27 13:47:25 - mmengine - INFO - Epoch(train) [171][3720/3757] lr: 7.596e-05 eta: 2:28:22 time: 0.266 data_time: 0.009 memory: 5036 grad_norm: 11.4943 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.3856 loss: 1.3856 2022/06/27 13:47:30 - mmengine - INFO - Epoch(train) [171][3740/3757] lr: 7.596e-05 eta: 2:28:16 time: 0.241 data_time: 0.006 memory: 5036 grad_norm: 14.2682 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8347 loss: 1.8347 2022/06/27 13:47:35 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 13:47:35 - mmengine - INFO - Saving checkpoint at 171 epochs 2022/06/27 13:47:47 - mmengine - INFO - Epoch(val) [171][20/310] eta: 0:01:45 time: 0.112 data_time: 0.005 memory: 5036 2022/06/27 13:47:52 - mmengine - INFO - Epoch(val) [171][40/310] eta: 0:01:33 time: 0.109 data_time: 0.002 memory: 1723 2022/06/27 13:47:56 - mmengine - INFO - Epoch(val) [171][60/310] eta: 0:00:26 time: 0.103 data_time: 0.002 memory: 1723 2022/06/27 13:48:01 - mmengine - INFO - Epoch(val) [171][80/310] eta: 0:00:24 time: 0.112 data_time: 0.005 memory: 1723 2022/06/27 13:48:08 - mmengine - INFO - Epoch(val) [171][100/310] eta: 0:01:16 time: 0.104 data_time: 0.002 memory: 1723 2022/06/27 13:48:13 - mmengine - INFO - Epoch(val) [171][120/310] eta: 0:01:07 time: 0.110 data_time: 0.008 memory: 1723 2022/06/27 13:48:17 - mmengine - INFO - Epoch(val) [171][140/310] eta: 0:00:17 time: 0.103 data_time: 0.002 memory: 1723 2022/06/27 13:48:22 - mmengine - INFO - Epoch(val) [171][160/310] eta: 0:00:15 time: 0.106 data_time: 0.004 memory: 1723 2022/06/27 13:48:29 - mmengine - INFO - Epoch(val) [171][180/310] eta: 0:00:46 time: 0.108 data_time: 0.001 memory: 1723 2022/06/27 13:48:33 - mmengine - INFO - Epoch(val) [171][200/310] eta: 0:00:39 time: 0.107 data_time: 0.005 memory: 1723 2022/06/27 13:48:38 - mmengine - INFO - Epoch(val) [171][220/310] eta: 0:00:09 time: 0.108 data_time: 0.001 memory: 1723 2022/06/27 13:48:42 - mmengine - INFO - Epoch(val) [171][240/310] eta: 0:00:07 time: 0.106 data_time: 0.005 memory: 1723 2022/06/27 13:48:50 - mmengine - INFO - Epoch(val) [171][260/310] eta: 0:00:17 time: 0.106 data_time: 0.004 memory: 1723 2022/06/27 13:48:54 - mmengine - INFO - Epoch(val) [171][280/310] eta: 0:00:08 time: 0.116 data_time: 0.009 memory: 1723 2022/06/27 13:48:56 - mmengine - INFO - Epoch(val) [171][300/310] eta: 0:00:01 time: 0.103 data_time: 0.001 memory: 1723 2022/06/27 13:48:58 - mmengine - INFO - Epoch(val) [171][310/310] acc/top1: 0.6109 acc/top5: 0.8282 acc/mean1: 0.6108 2022/06/27 13:49:08 - mmengine - INFO - Epoch(train) [172][20/3757] lr: 6.156e-05 eta: 2:28:07 time: 0.256 data_time: 0.004 memory: 5036 grad_norm: 13.8547 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.6501 loss: 1.6501 2022/06/27 13:49:13 - mmengine - INFO - Epoch(train) [172][40/3757] lr: 6.156e-05 eta: 2:28:01 time: 0.258 data_time: 0.004 memory: 5036 grad_norm: 12.2194 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6819 loss: 1.6819 2022/06/27 13:49:19 - mmengine - INFO - Epoch(train) [172][60/3757] lr: 6.156e-05 eta: 2:27:56 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 15.3113 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.2295 loss: 1.2295 2022/06/27 13:49:24 - mmengine - INFO - Epoch(train) [172][80/3757] lr: 6.156e-05 eta: 2:27:51 time: 0.254 data_time: 0.005 memory: 5036 grad_norm: 13.2563 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.3354 loss: 1.3354 2022/06/27 13:49:30 - mmengine - INFO - Epoch(train) [172][100/3757] lr: 6.156e-05 eta: 2:27:46 time: 0.266 data_time: 0.003 memory: 5036 grad_norm: 11.3549 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4590 loss: 1.4590 2022/06/27 13:49:35 - mmengine - INFO - Epoch(train) [172][120/3757] lr: 6.156e-05 eta: 2:27:40 time: 0.261 data_time: 0.010 memory: 5036 grad_norm: 10.8742 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4975 loss: 1.4975 2022/06/27 13:49:41 - mmengine - INFO - Epoch(train) [172][140/3757] lr: 6.156e-05 eta: 2:27:35 time: 0.277 data_time: 0.004 memory: 5036 grad_norm: 12.7159 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6139 loss: 1.6139 2022/06/27 13:49:46 - mmengine - INFO - Epoch(train) [172][160/3757] lr: 6.156e-05 eta: 2:27:30 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 11.7549 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4282 loss: 1.4282 2022/06/27 13:49:51 - mmengine - INFO - Epoch(train) [172][180/3757] lr: 6.156e-05 eta: 2:27:25 time: 0.263 data_time: 0.010 memory: 5036 grad_norm: 13.3800 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.6886 loss: 1.6886 2022/06/27 13:49:56 - mmengine - INFO - Epoch(train) [172][200/3757] lr: 6.156e-05 eta: 2:27:19 time: 0.267 data_time: 0.023 memory: 5036 grad_norm: 11.4160 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0913 loss: 2.0913 2022/06/27 13:50:02 - mmengine - INFO - Epoch(train) [172][220/3757] lr: 6.156e-05 eta: 2:27:14 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 10.9018 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7564 loss: 1.7564 2022/06/27 13:50:07 - mmengine - INFO - Epoch(train) [172][240/3757] lr: 6.156e-05 eta: 2:27:09 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 12.2499 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 1.6440 loss: 1.6440 2022/06/27 13:50:13 - mmengine - INFO - Epoch(train) [172][260/3757] lr: 6.156e-05 eta: 2:27:04 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 11.1735 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4050 loss: 1.4050 2022/06/27 13:50:18 - mmengine - INFO - Epoch(train) [172][280/3757] lr: 6.156e-05 eta: 2:26:58 time: 0.266 data_time: 0.022 memory: 5036 grad_norm: 13.7412 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4729 loss: 1.4729 2022/06/27 13:50:23 - mmengine - INFO - Epoch(train) [172][300/3757] lr: 6.156e-05 eta: 2:26:53 time: 0.255 data_time: 0.004 memory: 5036 grad_norm: 11.6027 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.5178 loss: 1.5178 2022/06/27 13:50:29 - mmengine - INFO - Epoch(train) [172][320/3757] lr: 6.156e-05 eta: 2:26:48 time: 0.257 data_time: 0.004 memory: 5036 grad_norm: 13.4428 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3910 loss: 1.3910 2022/06/27 13:50:34 - mmengine - INFO - Epoch(train) [172][340/3757] lr: 6.156e-05 eta: 2:26:43 time: 0.256 data_time: 0.010 memory: 5036 grad_norm: 13.2064 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4127 loss: 1.4127 2022/06/27 13:50:39 - mmengine - INFO - Epoch(train) [172][360/3757] lr: 6.156e-05 eta: 2:26:37 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 13.4050 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7774 loss: 1.7774 2022/06/27 13:50:45 - mmengine - INFO - Epoch(train) [172][380/3757] lr: 6.156e-05 eta: 2:26:32 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 13.3749 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4156 loss: 1.4156 2022/06/27 13:50:50 - mmengine - INFO - Epoch(train) [172][400/3757] lr: 6.156e-05 eta: 2:26:27 time: 0.281 data_time: 0.007 memory: 5036 grad_norm: 11.2710 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4102 loss: 1.4102 2022/06/27 13:50:55 - mmengine - INFO - Epoch(train) [172][420/3757] lr: 6.156e-05 eta: 2:26:22 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 13.1523 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6930 loss: 1.6930 2022/06/27 13:51:01 - mmengine - INFO - Epoch(train) [172][440/3757] lr: 6.156e-05 eta: 2:26:16 time: 0.265 data_time: 0.006 memory: 5036 grad_norm: 10.6029 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8097 loss: 1.8097 2022/06/27 13:51:06 - mmengine - INFO - Epoch(train) [172][460/3757] lr: 6.156e-05 eta: 2:26:11 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 14.4409 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.8896 loss: 1.8896 2022/06/27 13:51:11 - mmengine - INFO - Epoch(train) [172][480/3757] lr: 6.156e-05 eta: 2:26:06 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 13.2209 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4468 loss: 1.4468 2022/06/27 13:51:17 - mmengine - INFO - Epoch(train) [172][500/3757] lr: 6.156e-05 eta: 2:26:01 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 9.9436 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.2603 loss: 1.2603 2022/06/27 13:51:22 - mmengine - INFO - Epoch(train) [172][520/3757] lr: 6.156e-05 eta: 2:25:55 time: 0.267 data_time: 0.007 memory: 5036 grad_norm: 12.1050 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.1885 loss: 1.1885 2022/06/27 13:51:28 - mmengine - INFO - Epoch(train) [172][540/3757] lr: 6.156e-05 eta: 2:25:50 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 12.8728 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.7258 loss: 1.7258 2022/06/27 13:51:31 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 13:51:33 - mmengine - INFO - Epoch(train) [172][560/3757] lr: 6.156e-05 eta: 2:25:45 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 12.4042 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6769 loss: 1.6769 2022/06/27 13:51:38 - mmengine - INFO - Epoch(train) [172][580/3757] lr: 6.156e-05 eta: 2:25:40 time: 0.259 data_time: 0.004 memory: 5036 grad_norm: 13.6805 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.4074 loss: 1.4074 2022/06/27 13:51:44 - mmengine - INFO - Epoch(train) [172][600/3757] lr: 6.156e-05 eta: 2:25:34 time: 0.259 data_time: 0.009 memory: 5036 grad_norm: 11.5054 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4054 loss: 1.4054 2022/06/27 13:51:49 - mmengine - INFO - Epoch(train) [172][620/3757] lr: 6.156e-05 eta: 2:25:29 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 13.9750 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4625 loss: 1.4625 2022/06/27 13:51:54 - mmengine - INFO - Epoch(train) [172][640/3757] lr: 6.156e-05 eta: 2:25:24 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 9.2779 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 0.9794 loss: 0.9794 2022/06/27 13:52:00 - mmengine - INFO - Epoch(train) [172][660/3757] lr: 6.156e-05 eta: 2:25:19 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 13.6402 top1_acc: 0.1250 top5_acc: 0.7500 loss_cls: 1.6506 loss: 1.6506 2022/06/27 13:52:05 - mmengine - INFO - Epoch(train) [172][680/3757] lr: 6.156e-05 eta: 2:25:13 time: 0.264 data_time: 0.007 memory: 5036 grad_norm: 14.1341 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6327 loss: 1.6327 2022/06/27 13:52:10 - mmengine - INFO - Epoch(train) [172][700/3757] lr: 6.156e-05 eta: 2:25:08 time: 0.317 data_time: 0.006 memory: 5036 grad_norm: 13.9191 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6491 loss: 1.6491 2022/06/27 13:52:15 - mmengine - INFO - Epoch(train) [172][720/3757] lr: 6.156e-05 eta: 2:25:03 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 12.1686 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3419 loss: 1.3419 2022/06/27 13:52:21 - mmengine - INFO - Epoch(train) [172][740/3757] lr: 6.156e-05 eta: 2:24:58 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 12.6809 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.3180 loss: 1.3180 2022/06/27 13:52:26 - mmengine - INFO - Epoch(train) [172][760/3757] lr: 6.156e-05 eta: 2:24:52 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 13.3741 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6197 loss: 1.6197 2022/06/27 13:52:31 - mmengine - INFO - Epoch(train) [172][780/3757] lr: 6.156e-05 eta: 2:24:47 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 12.9525 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.1124 loss: 2.1124 2022/06/27 13:52:37 - mmengine - INFO - Epoch(train) [172][800/3757] lr: 6.156e-05 eta: 2:24:42 time: 0.256 data_time: 0.005 memory: 5036 grad_norm: 11.5062 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5871 loss: 1.5871 2022/06/27 13:52:42 - mmengine - INFO - Epoch(train) [172][820/3757] lr: 6.156e-05 eta: 2:24:36 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 12.7760 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.6918 loss: 1.6918 2022/06/27 13:52:47 - mmengine - INFO - Epoch(train) [172][840/3757] lr: 6.156e-05 eta: 2:24:31 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 10.7753 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6496 loss: 1.6496 2022/06/27 13:52:53 - mmengine - INFO - Epoch(train) [172][860/3757] lr: 6.156e-05 eta: 2:24:26 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 13.7237 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4843 loss: 1.4843 2022/06/27 13:52:58 - mmengine - INFO - Epoch(train) [172][880/3757] lr: 6.156e-05 eta: 2:24:21 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 12.5507 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8525 loss: 1.8525 2022/06/27 13:53:03 - mmengine - INFO - Epoch(train) [172][900/3757] lr: 6.156e-05 eta: 2:24:15 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 10.9865 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6703 loss: 1.6703 2022/06/27 13:53:08 - mmengine - INFO - Epoch(train) [172][920/3757] lr: 6.156e-05 eta: 2:24:10 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 14.6964 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7237 loss: 1.7237 2022/06/27 13:53:14 - mmengine - INFO - Epoch(train) [172][940/3757] lr: 6.156e-05 eta: 2:24:05 time: 0.259 data_time: 0.010 memory: 5036 grad_norm: 12.4738 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6216 loss: 1.6216 2022/06/27 13:53:19 - mmengine - INFO - Epoch(train) [172][960/3757] lr: 6.156e-05 eta: 2:24:00 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 12.2398 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.7922 loss: 1.7922 2022/06/27 13:53:24 - mmengine - INFO - Epoch(train) [172][980/3757] lr: 6.156e-05 eta: 2:23:54 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 10.6881 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6924 loss: 1.6924 2022/06/27 13:53:29 - mmengine - INFO - Epoch(train) [172][1000/3757] lr: 6.156e-05 eta: 2:23:49 time: 0.249 data_time: 0.005 memory: 5036 grad_norm: 14.5234 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.3970 loss: 1.3970 2022/06/27 13:53:35 - mmengine - INFO - Epoch(train) [172][1020/3757] lr: 6.156e-05 eta: 2:23:44 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 13.2112 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6677 loss: 1.6677 2022/06/27 13:53:40 - mmengine - INFO - Epoch(train) [172][1040/3757] lr: 6.156e-05 eta: 2:23:39 time: 0.263 data_time: 0.007 memory: 5036 grad_norm: 11.7832 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6529 loss: 1.6529 2022/06/27 13:53:45 - mmengine - INFO - Epoch(train) [172][1060/3757] lr: 6.156e-05 eta: 2:23:33 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 12.4162 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.6205 loss: 1.6205 2022/06/27 13:53:51 - mmengine - INFO - Epoch(train) [172][1080/3757] lr: 6.156e-05 eta: 2:23:28 time: 0.273 data_time: 0.024 memory: 5036 grad_norm: 10.8452 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2522 loss: 1.2522 2022/06/27 13:53:56 - mmengine - INFO - Epoch(train) [172][1100/3757] lr: 6.156e-05 eta: 2:23:23 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 9.0803 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5346 loss: 1.5346 2022/06/27 13:54:01 - mmengine - INFO - Epoch(train) [172][1120/3757] lr: 6.156e-05 eta: 2:23:18 time: 0.259 data_time: 0.009 memory: 5036 grad_norm: 13.1523 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.8885 loss: 1.8885 2022/06/27 13:54:06 - mmengine - INFO - Epoch(train) [172][1140/3757] lr: 6.156e-05 eta: 2:23:12 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 12.0073 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.6369 loss: 1.6369 2022/06/27 13:54:12 - mmengine - INFO - Epoch(train) [172][1160/3757] lr: 6.156e-05 eta: 2:23:07 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 15.0572 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.4676 loss: 1.4676 2022/06/27 13:54:17 - mmengine - INFO - Epoch(train) [172][1180/3757] lr: 6.156e-05 eta: 2:23:02 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 11.2691 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6573 loss: 1.6573 2022/06/27 13:54:23 - mmengine - INFO - Epoch(train) [172][1200/3757] lr: 6.156e-05 eta: 2:22:57 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 12.1795 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7042 loss: 1.7042 2022/06/27 13:54:28 - mmengine - INFO - Epoch(train) [172][1220/3757] lr: 6.156e-05 eta: 2:22:51 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 12.8307 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.5513 loss: 1.5513 2022/06/27 13:54:33 - mmengine - INFO - Epoch(train) [172][1240/3757] lr: 6.156e-05 eta: 2:22:46 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 11.9389 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.9048 loss: 1.9048 2022/06/27 13:54:38 - mmengine - INFO - Epoch(train) [172][1260/3757] lr: 6.156e-05 eta: 2:22:41 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 15.0591 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6710 loss: 1.6710 2022/06/27 13:54:44 - mmengine - INFO - Epoch(train) [172][1280/3757] lr: 6.156e-05 eta: 2:22:36 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 14.7873 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4060 loss: 1.4060 2022/06/27 13:54:49 - mmengine - INFO - Epoch(train) [172][1300/3757] lr: 6.156e-05 eta: 2:22:30 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 11.9125 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7549 loss: 1.7549 2022/06/27 13:54:55 - mmengine - INFO - Epoch(train) [172][1320/3757] lr: 6.156e-05 eta: 2:22:25 time: 0.273 data_time: 0.007 memory: 5036 grad_norm: 13.5594 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 1.9383 loss: 1.9383 2022/06/27 13:55:00 - mmengine - INFO - Epoch(train) [172][1340/3757] lr: 6.156e-05 eta: 2:22:20 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 11.9580 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7971 loss: 1.7971 2022/06/27 13:55:05 - mmengine - INFO - Epoch(train) [172][1360/3757] lr: 6.156e-05 eta: 2:22:14 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 13.4846 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4595 loss: 1.4595 2022/06/27 13:55:11 - mmengine - INFO - Epoch(train) [172][1380/3757] lr: 6.156e-05 eta: 2:22:09 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 11.2665 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4544 loss: 1.4544 2022/06/27 13:55:16 - mmengine - INFO - Epoch(train) [172][1400/3757] lr: 6.156e-05 eta: 2:22:04 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 10.5781 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.6308 loss: 1.6308 2022/06/27 13:55:21 - mmengine - INFO - Epoch(train) [172][1420/3757] lr: 6.156e-05 eta: 2:21:59 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 11.3520 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7622 loss: 1.7622 2022/06/27 13:55:26 - mmengine - INFO - Epoch(train) [172][1440/3757] lr: 6.156e-05 eta: 2:21:53 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 13.7732 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5471 loss: 1.5471 2022/06/27 13:55:32 - mmengine - INFO - Epoch(train) [172][1460/3757] lr: 6.156e-05 eta: 2:21:48 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 13.3582 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3065 loss: 1.3065 2022/06/27 13:55:37 - mmengine - INFO - Epoch(train) [172][1480/3757] lr: 6.156e-05 eta: 2:21:43 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 12.1522 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7345 loss: 1.7345 2022/06/27 13:55:43 - mmengine - INFO - Epoch(train) [172][1500/3757] lr: 6.156e-05 eta: 2:21:38 time: 0.261 data_time: 0.010 memory: 5036 grad_norm: 15.3352 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9248 loss: 1.9248 2022/06/27 13:55:48 - mmengine - INFO - Epoch(train) [172][1520/3757] lr: 6.156e-05 eta: 2:21:32 time: 0.259 data_time: 0.010 memory: 5036 grad_norm: 11.3867 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3176 loss: 1.3176 2022/06/27 13:55:53 - mmengine - INFO - Epoch(train) [172][1540/3757] lr: 6.156e-05 eta: 2:21:27 time: 0.259 data_time: 0.008 memory: 5036 grad_norm: 9.4775 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.4463 loss: 1.4463 2022/06/27 13:55:57 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 13:55:58 - mmengine - INFO - Epoch(train) [172][1560/3757] lr: 6.156e-05 eta: 2:21:22 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 14.7786 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.2299 loss: 1.2299 2022/06/27 13:56:04 - mmengine - INFO - Epoch(train) [172][1580/3757] lr: 6.156e-05 eta: 2:21:17 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 12.7283 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7329 loss: 1.7329 2022/06/27 13:56:09 - mmengine - INFO - Epoch(train) [172][1600/3757] lr: 6.156e-05 eta: 2:21:11 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 11.9619 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.6250 loss: 1.6250 2022/06/27 13:56:14 - mmengine - INFO - Epoch(train) [172][1620/3757] lr: 6.156e-05 eta: 2:21:06 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 10.0464 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5095 loss: 1.5095 2022/06/27 13:56:20 - mmengine - INFO - Epoch(train) [172][1640/3757] lr: 6.156e-05 eta: 2:21:01 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 13.2224 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8226 loss: 1.8226 2022/06/27 13:56:25 - mmengine - INFO - Epoch(train) [172][1660/3757] lr: 6.156e-05 eta: 2:20:56 time: 0.264 data_time: 0.007 memory: 5036 grad_norm: 13.4780 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2015 loss: 1.2015 2022/06/27 13:56:30 - mmengine - INFO - Epoch(train) [172][1680/3757] lr: 6.156e-05 eta: 2:20:50 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 11.8072 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3270 loss: 1.3270 2022/06/27 13:56:36 - mmengine - INFO - Epoch(train) [172][1700/3757] lr: 6.156e-05 eta: 2:20:45 time: 0.257 data_time: 0.008 memory: 5036 grad_norm: 13.4705 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.2016 loss: 1.2016 2022/06/27 13:56:41 - mmengine - INFO - Epoch(train) [172][1720/3757] lr: 6.156e-05 eta: 2:20:40 time: 0.297 data_time: 0.007 memory: 5036 grad_norm: 13.1180 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.2888 loss: 1.2888 2022/06/27 13:56:46 - mmengine - INFO - Epoch(train) [172][1740/3757] lr: 6.156e-05 eta: 2:20:35 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 12.4917 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.4901 loss: 1.4901 2022/06/27 13:56:52 - mmengine - INFO - Epoch(train) [172][1760/3757] lr: 6.156e-05 eta: 2:20:29 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 12.2106 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.6403 loss: 1.6403 2022/06/27 13:56:57 - mmengine - INFO - Epoch(train) [172][1780/3757] lr: 6.156e-05 eta: 2:20:24 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 10.7760 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3447 loss: 1.3447 2022/06/27 13:57:02 - mmengine - INFO - Epoch(train) [172][1800/3757] lr: 6.156e-05 eta: 2:20:19 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 14.3376 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6207 loss: 1.6207 2022/06/27 13:57:07 - mmengine - INFO - Epoch(train) [172][1820/3757] lr: 6.156e-05 eta: 2:20:14 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 13.2080 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.1619 loss: 1.1619 2022/06/27 13:57:13 - mmengine - INFO - Epoch(train) [172][1840/3757] lr: 6.156e-05 eta: 2:20:08 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 14.6570 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.3740 loss: 1.3740 2022/06/27 13:57:18 - mmengine - INFO - Epoch(train) [172][1860/3757] lr: 6.156e-05 eta: 2:20:03 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 12.4702 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5851 loss: 1.5851 2022/06/27 13:57:24 - mmengine - INFO - Epoch(train) [172][1880/3757] lr: 6.156e-05 eta: 2:19:58 time: 0.255 data_time: 0.008 memory: 5036 grad_norm: 12.0840 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8917 loss: 1.8917 2022/06/27 13:57:29 - mmengine - INFO - Epoch(train) [172][1900/3757] lr: 6.156e-05 eta: 2:19:53 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 12.4314 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.4562 loss: 1.4562 2022/06/27 13:57:34 - mmengine - INFO - Epoch(train) [172][1920/3757] lr: 6.156e-05 eta: 2:19:47 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 11.2676 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.0698 loss: 2.0698 2022/06/27 13:57:39 - mmengine - INFO - Epoch(train) [172][1940/3757] lr: 6.156e-05 eta: 2:19:42 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 13.5494 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.9888 loss: 1.9888 2022/06/27 13:57:45 - mmengine - INFO - Epoch(train) [172][1960/3757] lr: 6.156e-05 eta: 2:19:37 time: 0.266 data_time: 0.006 memory: 5036 grad_norm: 12.6708 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.6061 loss: 1.6061 2022/06/27 13:57:50 - mmengine - INFO - Epoch(train) [172][1980/3757] lr: 6.156e-05 eta: 2:19:31 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 12.6284 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5435 loss: 1.5435 2022/06/27 13:57:55 - mmengine - INFO - Epoch(train) [172][2000/3757] lr: 6.156e-05 eta: 2:19:26 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 12.8487 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.5073 loss: 1.5073 2022/06/27 13:58:00 - mmengine - INFO - Epoch(train) [172][2020/3757] lr: 6.156e-05 eta: 2:19:21 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 12.8837 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.4724 loss: 1.4724 2022/06/27 13:58:06 - mmengine - INFO - Epoch(train) [172][2040/3757] lr: 6.156e-05 eta: 2:19:16 time: 0.260 data_time: 0.011 memory: 5036 grad_norm: 13.1984 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5849 loss: 1.5849 2022/06/27 13:58:11 - mmengine - INFO - Epoch(train) [172][2060/3757] lr: 6.156e-05 eta: 2:19:10 time: 0.254 data_time: 0.004 memory: 5036 grad_norm: 12.3343 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6231 loss: 1.6231 2022/06/27 13:58:16 - mmengine - INFO - Epoch(train) [172][2080/3757] lr: 6.156e-05 eta: 2:19:05 time: 0.260 data_time: 0.013 memory: 5036 grad_norm: 12.0578 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.9909 loss: 1.9909 2022/06/27 13:58:22 - mmengine - INFO - Epoch(train) [172][2100/3757] lr: 6.156e-05 eta: 2:19:00 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 12.2253 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3625 loss: 1.3625 2022/06/27 13:58:27 - mmengine - INFO - Epoch(train) [172][2120/3757] lr: 6.156e-05 eta: 2:18:55 time: 0.264 data_time: 0.007 memory: 5036 grad_norm: 14.5023 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.3481 loss: 1.3481 2022/06/27 13:58:33 - mmengine - INFO - Epoch(train) [172][2140/3757] lr: 6.156e-05 eta: 2:18:49 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 11.8232 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.6726 loss: 1.6726 2022/06/27 13:58:38 - mmengine - INFO - Epoch(train) [172][2160/3757] lr: 6.156e-05 eta: 2:18:44 time: 0.262 data_time: 0.008 memory: 5036 grad_norm: 11.4964 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.4743 loss: 1.4743 2022/06/27 13:58:43 - mmengine - INFO - Epoch(train) [172][2180/3757] lr: 6.156e-05 eta: 2:18:39 time: 0.261 data_time: 0.009 memory: 5036 grad_norm: 11.7496 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.2207 loss: 1.2207 2022/06/27 13:58:48 - mmengine - INFO - Epoch(train) [172][2200/3757] lr: 6.156e-05 eta: 2:18:34 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 12.6413 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 1.4566 loss: 1.4566 2022/06/27 13:58:54 - mmengine - INFO - Epoch(train) [172][2220/3757] lr: 6.156e-05 eta: 2:18:28 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 13.9224 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.3446 loss: 1.3446 2022/06/27 13:58:59 - mmengine - INFO - Epoch(train) [172][2240/3757] lr: 6.156e-05 eta: 2:18:23 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 11.7876 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6667 loss: 1.6667 2022/06/27 13:59:04 - mmengine - INFO - Epoch(train) [172][2260/3757] lr: 6.156e-05 eta: 2:18:18 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 12.7764 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5294 loss: 1.5294 2022/06/27 13:59:09 - mmengine - INFO - Epoch(train) [172][2280/3757] lr: 6.156e-05 eta: 2:18:13 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 14.5081 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4095 loss: 1.4095 2022/06/27 13:59:15 - mmengine - INFO - Epoch(train) [172][2300/3757] lr: 6.156e-05 eta: 2:18:07 time: 0.256 data_time: 0.008 memory: 5036 grad_norm: 13.5461 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.5737 loss: 1.5737 2022/06/27 13:59:20 - mmengine - INFO - Epoch(train) [172][2320/3757] lr: 6.156e-05 eta: 2:18:02 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 13.1050 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.3196 loss: 1.3196 2022/06/27 13:59:25 - mmengine - INFO - Epoch(train) [172][2340/3757] lr: 6.156e-05 eta: 2:17:57 time: 0.263 data_time: 0.007 memory: 5036 grad_norm: 12.7629 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.5962 loss: 1.5962 2022/06/27 13:59:31 - mmengine - INFO - Epoch(train) [172][2360/3757] lr: 6.156e-05 eta: 2:17:52 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 14.4509 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3588 loss: 1.3588 2022/06/27 13:59:36 - mmengine - INFO - Epoch(train) [172][2380/3757] lr: 6.156e-05 eta: 2:17:46 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 11.4842 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.2624 loss: 1.2624 2022/06/27 13:59:41 - mmengine - INFO - Epoch(train) [172][2400/3757] lr: 6.156e-05 eta: 2:17:41 time: 0.287 data_time: 0.020 memory: 5036 grad_norm: 15.0249 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.3925 loss: 1.3925 2022/06/27 13:59:46 - mmengine - INFO - Epoch(train) [172][2420/3757] lr: 6.156e-05 eta: 2:17:36 time: 0.264 data_time: 0.012 memory: 5036 grad_norm: 11.8451 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.2489 loss: 1.2489 2022/06/27 13:59:52 - mmengine - INFO - Epoch(train) [172][2440/3757] lr: 6.156e-05 eta: 2:17:30 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 16.0562 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.7135 loss: 1.7135 2022/06/27 13:59:57 - mmengine - INFO - Epoch(train) [172][2460/3757] lr: 6.156e-05 eta: 2:17:25 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 13.3906 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.1207 loss: 1.1207 2022/06/27 14:00:02 - mmengine - INFO - Epoch(train) [172][2480/3757] lr: 6.156e-05 eta: 2:17:20 time: 0.263 data_time: 0.007 memory: 5036 grad_norm: 12.6621 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.6498 loss: 1.6498 2022/06/27 14:00:08 - mmengine - INFO - Epoch(train) [172][2500/3757] lr: 6.156e-05 eta: 2:17:15 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 14.1192 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.5079 loss: 1.5079 2022/06/27 14:00:13 - mmengine - INFO - Epoch(train) [172][2520/3757] lr: 6.156e-05 eta: 2:17:09 time: 0.264 data_time: 0.007 memory: 5036 grad_norm: 12.8766 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 1.3305 loss: 1.3305 2022/06/27 14:00:18 - mmengine - INFO - Epoch(train) [172][2540/3757] lr: 6.156e-05 eta: 2:17:04 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 13.1629 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.6674 loss: 1.6674 2022/06/27 14:00:22 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 14:00:23 - mmengine - INFO - Epoch(train) [172][2560/3757] lr: 6.156e-05 eta: 2:16:59 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 11.6996 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5201 loss: 1.5201 2022/06/27 14:00:29 - mmengine - INFO - Epoch(train) [172][2580/3757] lr: 6.156e-05 eta: 2:16:54 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 12.1737 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.1691 loss: 1.1691 2022/06/27 14:00:34 - mmengine - INFO - Epoch(train) [172][2600/3757] lr: 6.156e-05 eta: 2:16:48 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 13.7414 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.2158 loss: 1.2158 2022/06/27 14:00:39 - mmengine - INFO - Epoch(train) [172][2620/3757] lr: 6.156e-05 eta: 2:16:43 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 13.2719 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.7671 loss: 1.7671 2022/06/27 14:00:44 - mmengine - INFO - Epoch(train) [172][2640/3757] lr: 6.156e-05 eta: 2:16:38 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 14.9456 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4652 loss: 1.4652 2022/06/27 14:00:50 - mmengine - INFO - Epoch(train) [172][2660/3757] lr: 6.156e-05 eta: 2:16:33 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 12.5417 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7561 loss: 1.7561 2022/06/27 14:00:55 - mmengine - INFO - Epoch(train) [172][2680/3757] lr: 6.156e-05 eta: 2:16:27 time: 0.263 data_time: 0.007 memory: 5036 grad_norm: 14.3278 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0028 loss: 2.0028 2022/06/27 14:01:00 - mmengine - INFO - Epoch(train) [172][2700/3757] lr: 6.156e-05 eta: 2:16:22 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 9.7812 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3801 loss: 1.3801 2022/06/27 14:01:06 - mmengine - INFO - Epoch(train) [172][2720/3757] lr: 6.156e-05 eta: 2:16:17 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 14.4845 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3972 loss: 1.3972 2022/06/27 14:01:11 - mmengine - INFO - Epoch(train) [172][2740/3757] lr: 6.156e-05 eta: 2:16:12 time: 0.268 data_time: 0.008 memory: 5036 grad_norm: 14.4932 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5503 loss: 1.5503 2022/06/27 14:01:16 - mmengine - INFO - Epoch(train) [172][2760/3757] lr: 6.156e-05 eta: 2:16:06 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 12.7206 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3597 loss: 1.3597 2022/06/27 14:01:22 - mmengine - INFO - Epoch(train) [172][2780/3757] lr: 6.156e-05 eta: 2:16:01 time: 0.259 data_time: 0.009 memory: 5036 grad_norm: 11.1832 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.4758 loss: 1.4758 2022/06/27 14:01:27 - mmengine - INFO - Epoch(train) [172][2800/3757] lr: 6.156e-05 eta: 2:15:56 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 12.7035 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7405 loss: 1.7405 2022/06/27 14:01:32 - mmengine - INFO - Epoch(train) [172][2820/3757] lr: 6.156e-05 eta: 2:15:51 time: 0.259 data_time: 0.011 memory: 5036 grad_norm: 12.3249 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4010 loss: 1.4010 2022/06/27 14:01:38 - mmengine - INFO - Epoch(train) [172][2840/3757] lr: 6.156e-05 eta: 2:15:45 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 9.6393 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4708 loss: 1.4708 2022/06/27 14:01:43 - mmengine - INFO - Epoch(train) [172][2860/3757] lr: 6.156e-05 eta: 2:15:40 time: 0.295 data_time: 0.049 memory: 5036 grad_norm: 11.8187 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3320 loss: 1.3320 2022/06/27 14:01:49 - mmengine - INFO - Epoch(train) [172][2880/3757] lr: 6.156e-05 eta: 2:15:35 time: 0.267 data_time: 0.003 memory: 5036 grad_norm: 11.2803 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6780 loss: 1.6780 2022/06/27 14:01:54 - mmengine - INFO - Epoch(train) [172][2900/3757] lr: 6.156e-05 eta: 2:15:30 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 10.6025 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3266 loss: 1.3266 2022/06/27 14:01:59 - mmengine - INFO - Epoch(train) [172][2920/3757] lr: 6.156e-05 eta: 2:15:24 time: 0.263 data_time: 0.007 memory: 5036 grad_norm: 12.5695 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.2370 loss: 1.2370 2022/06/27 14:02:05 - mmengine - INFO - Epoch(train) [172][2940/3757] lr: 6.156e-05 eta: 2:15:19 time: 0.258 data_time: 0.004 memory: 5036 grad_norm: 14.1901 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.7512 loss: 1.7512 2022/06/27 14:02:10 - mmengine - INFO - Epoch(train) [172][2960/3757] lr: 6.156e-05 eta: 2:15:14 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 10.8578 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8879 loss: 1.8879 2022/06/27 14:02:15 - mmengine - INFO - Epoch(train) [172][2980/3757] lr: 6.156e-05 eta: 2:15:09 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 10.9931 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.6531 loss: 1.6531 2022/06/27 14:02:21 - mmengine - INFO - Epoch(train) [172][3000/3757] lr: 6.156e-05 eta: 2:15:03 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 12.2276 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.6599 loss: 1.6599 2022/06/27 14:02:26 - mmengine - INFO - Epoch(train) [172][3020/3757] lr: 6.156e-05 eta: 2:14:58 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 10.4576 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6758 loss: 1.6758 2022/06/27 14:02:31 - mmengine - INFO - Epoch(train) [172][3040/3757] lr: 6.156e-05 eta: 2:14:53 time: 0.326 data_time: 0.007 memory: 5036 grad_norm: 12.6790 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.1711 loss: 2.1711 2022/06/27 14:02:36 - mmengine - INFO - Epoch(train) [172][3060/3757] lr: 6.156e-05 eta: 2:14:47 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 11.9260 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3968 loss: 1.3968 2022/06/27 14:02:42 - mmengine - INFO - Epoch(train) [172][3080/3757] lr: 6.156e-05 eta: 2:14:42 time: 0.264 data_time: 0.007 memory: 5036 grad_norm: 12.8586 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.0904 loss: 1.0904 2022/06/27 14:02:47 - mmengine - INFO - Epoch(train) [172][3100/3757] lr: 6.156e-05 eta: 2:14:37 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 13.9208 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.8584 loss: 1.8584 2022/06/27 14:02:52 - mmengine - INFO - Epoch(train) [172][3120/3757] lr: 6.156e-05 eta: 2:14:32 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 11.5692 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6981 loss: 1.6981 2022/06/27 14:02:57 - mmengine - INFO - Epoch(train) [172][3140/3757] lr: 6.156e-05 eta: 2:14:26 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 14.6394 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.5272 loss: 1.5272 2022/06/27 14:03:03 - mmengine - INFO - Epoch(train) [172][3160/3757] lr: 6.156e-05 eta: 2:14:21 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 12.2084 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5849 loss: 1.5849 2022/06/27 14:03:08 - mmengine - INFO - Epoch(train) [172][3180/3757] lr: 6.156e-05 eta: 2:14:16 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 14.6353 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.7045 loss: 1.7045 2022/06/27 14:03:13 - mmengine - INFO - Epoch(train) [172][3200/3757] lr: 6.156e-05 eta: 2:14:11 time: 0.256 data_time: 0.008 memory: 5036 grad_norm: 11.7810 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.2885 loss: 1.2885 2022/06/27 14:03:18 - mmengine - INFO - Epoch(train) [172][3220/3757] lr: 6.156e-05 eta: 2:14:05 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 13.5539 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4399 loss: 1.4399 2022/06/27 14:03:24 - mmengine - INFO - Epoch(train) [172][3240/3757] lr: 6.156e-05 eta: 2:14:00 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 12.0907 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.1378 loss: 1.1378 2022/06/27 14:03:29 - mmengine - INFO - Epoch(train) [172][3260/3757] lr: 6.156e-05 eta: 2:13:55 time: 0.265 data_time: 0.007 memory: 5036 grad_norm: 13.2047 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3657 loss: 1.3657 2022/06/27 14:03:34 - mmengine - INFO - Epoch(train) [172][3280/3757] lr: 6.156e-05 eta: 2:13:50 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 13.3638 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4363 loss: 1.4363 2022/06/27 14:03:40 - mmengine - INFO - Epoch(train) [172][3300/3757] lr: 6.156e-05 eta: 2:13:44 time: 0.253 data_time: 0.010 memory: 5036 grad_norm: 12.6240 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7341 loss: 1.7341 2022/06/27 14:03:45 - mmengine - INFO - Epoch(train) [172][3320/3757] lr: 6.156e-05 eta: 2:13:39 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 10.8123 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6658 loss: 1.6658 2022/06/27 14:03:50 - mmengine - INFO - Epoch(train) [172][3340/3757] lr: 6.156e-05 eta: 2:13:34 time: 0.273 data_time: 0.008 memory: 5036 grad_norm: 12.0218 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3566 loss: 1.3566 2022/06/27 14:03:56 - mmengine - INFO - Epoch(train) [172][3360/3757] lr: 6.156e-05 eta: 2:13:29 time: 0.256 data_time: 0.010 memory: 5036 grad_norm: 12.6695 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7394 loss: 1.7394 2022/06/27 14:04:01 - mmengine - INFO - Epoch(train) [172][3380/3757] lr: 6.156e-05 eta: 2:13:23 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 12.6859 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.5568 loss: 1.5568 2022/06/27 14:04:06 - mmengine - INFO - Epoch(train) [172][3400/3757] lr: 6.156e-05 eta: 2:13:18 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 14.3726 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.5703 loss: 1.5703 2022/06/27 14:04:12 - mmengine - INFO - Epoch(train) [172][3420/3757] lr: 6.156e-05 eta: 2:13:13 time: 0.407 data_time: 0.127 memory: 5036 grad_norm: 12.2034 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4342 loss: 1.4342 2022/06/27 14:04:17 - mmengine - INFO - Epoch(train) [172][3440/3757] lr: 6.156e-05 eta: 2:13:08 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 13.6130 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.4418 loss: 1.4418 2022/06/27 14:04:23 - mmengine - INFO - Epoch(train) [172][3460/3757] lr: 6.156e-05 eta: 2:13:02 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 11.2307 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.6044 loss: 1.6044 2022/06/27 14:04:28 - mmengine - INFO - Epoch(train) [172][3480/3757] lr: 6.156e-05 eta: 2:12:57 time: 0.254 data_time: 0.005 memory: 5036 grad_norm: 13.1780 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.4551 loss: 1.4551 2022/06/27 14:04:33 - mmengine - INFO - Epoch(train) [172][3500/3757] lr: 6.156e-05 eta: 2:12:52 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 15.2001 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1360 loss: 1.1360 2022/06/27 14:04:38 - mmengine - INFO - Epoch(train) [172][3520/3757] lr: 6.156e-05 eta: 2:12:46 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 14.4291 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.5434 loss: 1.5434 2022/06/27 14:04:44 - mmengine - INFO - Epoch(train) [172][3540/3757] lr: 6.156e-05 eta: 2:12:41 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 12.9272 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.6621 loss: 1.6621 2022/06/27 14:04:47 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 14:04:49 - mmengine - INFO - Epoch(train) [172][3560/3757] lr: 6.156e-05 eta: 2:12:36 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 12.2942 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5408 loss: 1.5408 2022/06/27 14:04:54 - mmengine - INFO - Epoch(train) [172][3580/3757] lr: 6.156e-05 eta: 2:12:31 time: 0.253 data_time: 0.004 memory: 5036 grad_norm: 9.8260 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5748 loss: 1.5748 2022/06/27 14:04:59 - mmengine - INFO - Epoch(train) [172][3600/3757] lr: 6.156e-05 eta: 2:12:25 time: 0.265 data_time: 0.007 memory: 5036 grad_norm: 11.1803 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4535 loss: 1.4535 2022/06/27 14:05:05 - mmengine - INFO - Epoch(train) [172][3620/3757] lr: 6.156e-05 eta: 2:12:20 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 11.8070 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.6916 loss: 1.6916 2022/06/27 14:05:10 - mmengine - INFO - Epoch(train) [172][3640/3757] lr: 6.156e-05 eta: 2:12:15 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 13.0090 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0225 loss: 2.0225 2022/06/27 14:05:16 - mmengine - INFO - Epoch(train) [172][3660/3757] lr: 6.156e-05 eta: 2:12:10 time: 0.259 data_time: 0.010 memory: 5036 grad_norm: 12.0921 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.6957 loss: 1.6957 2022/06/27 14:05:21 - mmengine - INFO - Epoch(train) [172][3680/3757] lr: 6.156e-05 eta: 2:12:04 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 12.6328 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 1.6473 loss: 1.6473 2022/06/27 14:05:26 - mmengine - INFO - Epoch(train) [172][3700/3757] lr: 6.156e-05 eta: 2:11:59 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 10.2464 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4585 loss: 1.4585 2022/06/27 14:05:32 - mmengine - INFO - Epoch(train) [172][3720/3757] lr: 6.156e-05 eta: 2:11:54 time: 0.262 data_time: 0.014 memory: 5036 grad_norm: 13.0386 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.2735 loss: 1.2735 2022/06/27 14:05:37 - mmengine - INFO - Epoch(train) [172][3740/3757] lr: 6.156e-05 eta: 2:11:49 time: 0.243 data_time: 0.006 memory: 5036 grad_norm: 14.4513 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.6008 loss: 1.6008 2022/06/27 14:05:41 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 14:05:41 - mmengine - INFO - Saving checkpoint at 172 epochs 2022/06/27 14:05:54 - mmengine - INFO - Epoch(val) [172][20/310] eta: 0:01:48 time: 0.103 data_time: 0.001 memory: 5036 2022/06/27 14:05:59 - mmengine - INFO - Epoch(val) [172][40/310] eta: 0:01:41 time: 0.106 data_time: 0.005 memory: 1723 2022/06/27 14:06:03 - mmengine - INFO - Epoch(val) [172][60/310] eta: 0:00:25 time: 0.105 data_time: 0.001 memory: 1723 2022/06/27 14:06:08 - mmengine - INFO - Epoch(val) [172][80/310] eta: 0:00:24 time: 0.103 data_time: 0.001 memory: 1723 2022/06/27 14:06:15 - mmengine - INFO - Epoch(val) [172][100/310] eta: 0:01:12 time: 0.117 data_time: 0.010 memory: 1723 2022/06/27 14:06:20 - mmengine - INFO - Epoch(val) [172][120/310] eta: 0:01:09 time: 0.103 data_time: 0.001 memory: 1723 2022/06/27 14:06:24 - mmengine - INFO - Epoch(val) [172][140/310] eta: 0:00:22 time: 0.105 data_time: 0.002 memory: 1723 2022/06/27 14:06:29 - mmengine - INFO - Epoch(val) [172][160/310] eta: 0:00:15 time: 0.112 data_time: 0.005 memory: 1723 2022/06/27 14:06:36 - mmengine - INFO - Epoch(val) [172][180/310] eta: 0:00:46 time: 0.762 data_time: 0.654 memory: 1723 2022/06/27 14:06:41 - mmengine - INFO - Epoch(val) [172][200/310] eta: 0:00:39 time: 0.108 data_time: 0.001 memory: 1723 2022/06/27 14:06:45 - mmengine - INFO - Epoch(val) [172][220/310] eta: 0:00:15 time: 0.103 data_time: 0.001 memory: 1723 2022/06/27 14:06:50 - mmengine - INFO - Epoch(val) [172][240/310] eta: 0:00:07 time: 0.103 data_time: 0.001 memory: 1723 2022/06/27 14:06:57 - mmengine - INFO - Epoch(val) [172][260/310] eta: 0:00:15 time: 0.146 data_time: 0.044 memory: 1723 2022/06/27 14:07:01 - mmengine - INFO - Epoch(val) [172][280/310] eta: 0:00:09 time: 0.111 data_time: 0.002 memory: 1723 2022/06/27 14:07:03 - mmengine - INFO - Epoch(val) [172][300/310] eta: 0:00:01 time: 0.097 data_time: 0.001 memory: 1723 2022/06/27 14:07:05 - mmengine - INFO - Epoch(val) [172][310/310] acc/top1: 0.6114 acc/top5: 0.8298 acc/mean1: 0.6113 2022/06/27 14:07:15 - mmengine - INFO - Epoch(train) [173][20/3757] lr: 4.866e-05 eta: 2:11:39 time: 0.283 data_time: 0.015 memory: 5036 grad_norm: 11.7952 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.6421 loss: 1.6421 2022/06/27 14:07:20 - mmengine - INFO - Epoch(train) [173][40/3757] lr: 4.866e-05 eta: 2:11:34 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 11.3187 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.5279 loss: 1.5279 2022/06/27 14:07:26 - mmengine - INFO - Epoch(train) [173][60/3757] lr: 4.866e-05 eta: 2:11:29 time: 0.252 data_time: 0.004 memory: 5036 grad_norm: 11.2840 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0275 loss: 2.0275 2022/06/27 14:07:31 - mmengine - INFO - Epoch(train) [173][80/3757] lr: 4.866e-05 eta: 2:11:23 time: 0.256 data_time: 0.004 memory: 5036 grad_norm: 9.4124 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.7477 loss: 1.7477 2022/06/27 14:07:36 - mmengine - INFO - Epoch(train) [173][100/3757] lr: 4.866e-05 eta: 2:11:18 time: 0.281 data_time: 0.004 memory: 5036 grad_norm: 14.0778 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5652 loss: 1.5652 2022/06/27 14:07:42 - mmengine - INFO - Epoch(train) [173][120/3757] lr: 4.866e-05 eta: 2:11:13 time: 0.341 data_time: 0.011 memory: 5036 grad_norm: 11.1965 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4197 loss: 1.4197 2022/06/27 14:07:47 - mmengine - INFO - Epoch(train) [173][140/3757] lr: 4.866e-05 eta: 2:11:07 time: 0.278 data_time: 0.004 memory: 5036 grad_norm: 10.7782 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4408 loss: 1.4408 2022/06/27 14:07:53 - mmengine - INFO - Epoch(train) [173][160/3757] lr: 4.866e-05 eta: 2:11:02 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 12.1871 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.5878 loss: 1.5878 2022/06/27 14:07:58 - mmengine - INFO - Epoch(train) [173][180/3757] lr: 4.866e-05 eta: 2:10:57 time: 0.271 data_time: 0.003 memory: 5036 grad_norm: 13.1082 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.6325 loss: 1.6325 2022/06/27 14:08:03 - mmengine - INFO - Epoch(train) [173][200/3757] lr: 4.866e-05 eta: 2:10:52 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 11.9639 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.8298 loss: 1.8298 2022/06/27 14:08:09 - mmengine - INFO - Epoch(train) [173][220/3757] lr: 4.866e-05 eta: 2:10:46 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 15.8882 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.5914 loss: 1.5914 2022/06/27 14:08:14 - mmengine - INFO - Epoch(train) [173][240/3757] lr: 4.866e-05 eta: 2:10:41 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 11.7052 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.3180 loss: 1.3180 2022/06/27 14:08:20 - mmengine - INFO - Epoch(train) [173][260/3757] lr: 4.866e-05 eta: 2:10:36 time: 0.267 data_time: 0.004 memory: 5036 grad_norm: 10.4927 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5801 loss: 1.5801 2022/06/27 14:08:25 - mmengine - INFO - Epoch(train) [173][280/3757] lr: 4.866e-05 eta: 2:10:31 time: 0.256 data_time: 0.008 memory: 5036 grad_norm: 12.8675 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.5243 loss: 1.5243 2022/06/27 14:08:30 - mmengine - INFO - Epoch(train) [173][300/3757] lr: 4.866e-05 eta: 2:10:25 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 15.0010 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.2647 loss: 1.2647 2022/06/27 14:08:36 - mmengine - INFO - Epoch(train) [173][320/3757] lr: 4.866e-05 eta: 2:10:20 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 10.0213 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3905 loss: 1.3905 2022/06/27 14:08:41 - mmengine - INFO - Epoch(train) [173][340/3757] lr: 4.866e-05 eta: 2:10:15 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 14.1380 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.8297 loss: 1.8297 2022/06/27 14:08:47 - mmengine - INFO - Epoch(train) [173][360/3757] lr: 4.866e-05 eta: 2:10:10 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 16.0350 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.5225 loss: 1.5225 2022/06/27 14:08:52 - mmengine - INFO - Epoch(train) [173][380/3757] lr: 4.866e-05 eta: 2:10:04 time: 0.622 data_time: 0.007 memory: 5036 grad_norm: 13.6399 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.7175 loss: 1.7175 2022/06/27 14:08:57 - mmengine - INFO - Epoch(train) [173][400/3757] lr: 4.866e-05 eta: 2:09:59 time: 0.287 data_time: 0.006 memory: 5036 grad_norm: 10.6524 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6742 loss: 1.6742 2022/06/27 14:09:03 - mmengine - INFO - Epoch(train) [173][420/3757] lr: 4.866e-05 eta: 2:09:54 time: 0.251 data_time: 0.008 memory: 5036 grad_norm: 12.6728 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6274 loss: 1.6274 2022/06/27 14:09:08 - mmengine - INFO - Epoch(train) [173][440/3757] lr: 4.866e-05 eta: 2:09:49 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 14.3403 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6980 loss: 1.6980 2022/06/27 14:09:14 - mmengine - INFO - Epoch(train) [173][460/3757] lr: 4.866e-05 eta: 2:09:43 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 10.4189 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.0484 loss: 1.0484 2022/06/27 14:09:19 - mmengine - INFO - Epoch(train) [173][480/3757] lr: 4.866e-05 eta: 2:09:38 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 9.7895 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.2816 loss: 1.2816 2022/06/27 14:09:24 - mmengine - INFO - Epoch(train) [173][500/3757] lr: 4.866e-05 eta: 2:09:33 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 12.7024 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4717 loss: 1.4717 2022/06/27 14:09:29 - mmengine - INFO - Epoch(train) [173][520/3757] lr: 4.866e-05 eta: 2:09:28 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 13.5397 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.6134 loss: 1.6134 2022/06/27 14:09:35 - mmengine - INFO - Epoch(train) [173][540/3757] lr: 4.866e-05 eta: 2:09:22 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 12.6929 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6167 loss: 1.6167 2022/06/27 14:09:40 - mmengine - INFO - Epoch(train) [173][560/3757] lr: 4.866e-05 eta: 2:09:17 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 15.1237 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5653 loss: 1.5653 2022/06/27 14:09:45 - mmengine - INFO - Epoch(train) [173][580/3757] lr: 4.866e-05 eta: 2:09:12 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 13.3542 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3800 loss: 1.3800 2022/06/27 14:09:50 - mmengine - INFO - Epoch(train) [173][600/3757] lr: 4.866e-05 eta: 2:09:07 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 12.8259 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.2800 loss: 1.2800 2022/06/27 14:09:56 - mmengine - INFO - Epoch(train) [173][620/3757] lr: 4.866e-05 eta: 2:09:01 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 13.3818 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.8232 loss: 1.8232 2022/06/27 14:10:01 - mmengine - INFO - Epoch(train) [173][640/3757] lr: 4.866e-05 eta: 2:08:56 time: 0.271 data_time: 0.007 memory: 5036 grad_norm: 11.5597 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4911 loss: 1.4911 2022/06/27 14:10:06 - mmengine - INFO - Epoch(train) [173][660/3757] lr: 4.866e-05 eta: 2:08:51 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 12.8540 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5581 loss: 1.5581 2022/06/27 14:10:11 - mmengine - INFO - Epoch(train) [173][680/3757] lr: 4.866e-05 eta: 2:08:46 time: 0.272 data_time: 0.007 memory: 5036 grad_norm: 13.6319 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.7569 loss: 1.7569 2022/06/27 14:10:17 - mmengine - INFO - Epoch(train) [173][700/3757] lr: 4.866e-05 eta: 2:08:40 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 12.1115 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3607 loss: 1.3607 2022/06/27 14:10:22 - mmengine - INFO - Epoch(train) [173][720/3757] lr: 4.866e-05 eta: 2:08:35 time: 0.346 data_time: 0.007 memory: 5036 grad_norm: 12.7618 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.3823 loss: 1.3823 2022/06/27 14:10:27 - mmengine - INFO - Epoch(train) [173][740/3757] lr: 4.866e-05 eta: 2:08:30 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 10.0465 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7155 loss: 1.7155 2022/06/27 14:10:33 - mmengine - INFO - Epoch(train) [173][760/3757] lr: 4.866e-05 eta: 2:08:24 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 15.3534 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4040 loss: 1.4040 2022/06/27 14:10:38 - mmengine - INFO - Epoch(train) [173][780/3757] lr: 4.866e-05 eta: 2:08:19 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 14.7752 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.5918 loss: 1.5918 2022/06/27 14:10:42 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 14:10:43 - mmengine - INFO - Epoch(train) [173][800/3757] lr: 4.866e-05 eta: 2:08:14 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 14.5052 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7860 loss: 1.7860 2022/06/27 14:10:48 - mmengine - INFO - Epoch(train) [173][820/3757] lr: 4.866e-05 eta: 2:08:09 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 12.0501 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4513 loss: 1.4513 2022/06/27 14:10:54 - mmengine - INFO - Epoch(train) [173][840/3757] lr: 4.866e-05 eta: 2:08:03 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 12.9016 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6355 loss: 1.6355 2022/06/27 14:10:59 - mmengine - INFO - Epoch(train) [173][860/3757] lr: 4.866e-05 eta: 2:07:58 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 11.8980 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2608 loss: 1.2608 2022/06/27 14:11:04 - mmengine - INFO - Epoch(train) [173][880/3757] lr: 4.866e-05 eta: 2:07:53 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 12.4297 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5621 loss: 1.5621 2022/06/27 14:11:10 - mmengine - INFO - Epoch(train) [173][900/3757] lr: 4.866e-05 eta: 2:07:48 time: 0.257 data_time: 0.008 memory: 5036 grad_norm: 12.5083 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.5380 loss: 1.5380 2022/06/27 14:11:15 - mmengine - INFO - Epoch(train) [173][920/3757] lr: 4.866e-05 eta: 2:07:42 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 10.2476 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6360 loss: 1.6360 2022/06/27 14:11:20 - mmengine - INFO - Epoch(train) [173][940/3757] lr: 4.866e-05 eta: 2:07:37 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 13.7285 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2512 loss: 1.2512 2022/06/27 14:11:25 - mmengine - INFO - Epoch(train) [173][960/3757] lr: 4.866e-05 eta: 2:07:32 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 12.0085 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.7472 loss: 1.7472 2022/06/27 14:11:31 - mmengine - INFO - Epoch(train) [173][980/3757] lr: 4.866e-05 eta: 2:07:27 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 11.8692 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8391 loss: 1.8391 2022/06/27 14:11:36 - mmengine - INFO - Epoch(train) [173][1000/3757] lr: 4.866e-05 eta: 2:07:21 time: 0.271 data_time: 0.003 memory: 5036 grad_norm: 13.4873 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.2330 loss: 1.2330 2022/06/27 14:11:41 - mmengine - INFO - Epoch(train) [173][1020/3757] lr: 4.866e-05 eta: 2:07:16 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 12.2303 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6653 loss: 1.6653 2022/06/27 14:11:47 - mmengine - INFO - Epoch(train) [173][1040/3757] lr: 4.866e-05 eta: 2:07:11 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 14.8834 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4626 loss: 1.4626 2022/06/27 14:11:52 - mmengine - INFO - Epoch(train) [173][1060/3757] lr: 4.866e-05 eta: 2:07:06 time: 0.524 data_time: 0.006 memory: 5036 grad_norm: 14.0666 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6410 loss: 1.6410 2022/06/27 14:11:58 - mmengine - INFO - Epoch(train) [173][1080/3757] lr: 4.866e-05 eta: 2:07:00 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 11.9451 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2479 loss: 1.2479 2022/06/27 14:12:03 - mmengine - INFO - Epoch(train) [173][1100/3757] lr: 4.866e-05 eta: 2:06:55 time: 0.260 data_time: 0.009 memory: 5036 grad_norm: 12.6456 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.2143 loss: 1.2143 2022/06/27 14:12:08 - mmengine - INFO - Epoch(train) [173][1120/3757] lr: 4.866e-05 eta: 2:06:50 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 13.3274 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.1272 loss: 1.1272 2022/06/27 14:12:14 - mmengine - INFO - Epoch(train) [173][1140/3757] lr: 4.866e-05 eta: 2:06:45 time: 0.265 data_time: 0.007 memory: 5036 grad_norm: 13.8010 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.8675 loss: 1.8675 2022/06/27 14:12:19 - mmengine - INFO - Epoch(train) [173][1160/3757] lr: 4.866e-05 eta: 2:06:39 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 11.2336 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4040 loss: 1.4040 2022/06/27 14:12:24 - mmengine - INFO - Epoch(train) [173][1180/3757] lr: 4.866e-05 eta: 2:06:34 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 12.0450 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.5964 loss: 1.5964 2022/06/27 14:12:29 - mmengine - INFO - Epoch(train) [173][1200/3757] lr: 4.866e-05 eta: 2:06:29 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 12.6700 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.0587 loss: 1.0587 2022/06/27 14:12:35 - mmengine - INFO - Epoch(train) [173][1220/3757] lr: 4.866e-05 eta: 2:06:24 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 11.7982 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.1987 loss: 1.1987 2022/06/27 14:12:40 - mmengine - INFO - Epoch(train) [173][1240/3757] lr: 4.866e-05 eta: 2:06:18 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 10.2090 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.9547 loss: 0.9547 2022/06/27 14:12:45 - mmengine - INFO - Epoch(train) [173][1260/3757] lr: 4.866e-05 eta: 2:06:13 time: 0.263 data_time: 0.007 memory: 5036 grad_norm: 15.2712 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5129 loss: 1.5129 2022/06/27 14:12:51 - mmengine - INFO - Epoch(train) [173][1280/3757] lr: 4.866e-05 eta: 2:06:08 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 12.3758 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.5591 loss: 1.5591 2022/06/27 14:12:56 - mmengine - INFO - Epoch(train) [173][1300/3757] lr: 4.866e-05 eta: 2:06:02 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 13.8517 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.5273 loss: 1.5273 2022/06/27 14:13:01 - mmengine - INFO - Epoch(train) [173][1320/3757] lr: 4.866e-05 eta: 2:05:57 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 14.6607 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2832 loss: 1.2832 2022/06/27 14:13:07 - mmengine - INFO - Epoch(train) [173][1340/3757] lr: 4.866e-05 eta: 2:05:52 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 10.4457 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.6627 loss: 1.6627 2022/06/27 14:13:12 - mmengine - INFO - Epoch(train) [173][1360/3757] lr: 4.866e-05 eta: 2:05:47 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 10.7933 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.6728 loss: 1.6728 2022/06/27 14:13:17 - mmengine - INFO - Epoch(train) [173][1380/3757] lr: 4.866e-05 eta: 2:05:41 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 13.6899 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.2654 loss: 1.2654 2022/06/27 14:13:23 - mmengine - INFO - Epoch(train) [173][1400/3757] lr: 4.866e-05 eta: 2:05:36 time: 0.274 data_time: 0.019 memory: 5036 grad_norm: 12.6874 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.4853 loss: 1.4853 2022/06/27 14:13:28 - mmengine - INFO - Epoch(train) [173][1420/3757] lr: 4.866e-05 eta: 2:05:31 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 10.1254 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4436 loss: 1.4436 2022/06/27 14:13:33 - mmengine - INFO - Epoch(train) [173][1440/3757] lr: 4.866e-05 eta: 2:05:26 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 12.3995 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.5523 loss: 1.5523 2022/06/27 14:13:38 - mmengine - INFO - Epoch(train) [173][1460/3757] lr: 4.866e-05 eta: 2:05:20 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 14.5401 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.5387 loss: 1.5387 2022/06/27 14:13:44 - mmengine - INFO - Epoch(train) [173][1480/3757] lr: 4.866e-05 eta: 2:05:15 time: 0.267 data_time: 0.007 memory: 5036 grad_norm: 15.5118 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.9599 loss: 1.9599 2022/06/27 14:13:49 - mmengine - INFO - Epoch(train) [173][1500/3757] lr: 4.866e-05 eta: 2:05:10 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 11.8293 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4000 loss: 1.4000 2022/06/27 14:13:55 - mmengine - INFO - Epoch(train) [173][1520/3757] lr: 4.866e-05 eta: 2:05:05 time: 0.263 data_time: 0.007 memory: 5036 grad_norm: 14.0305 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.5327 loss: 1.5327 2022/06/27 14:14:00 - mmengine - INFO - Epoch(train) [173][1540/3757] lr: 4.866e-05 eta: 2:04:59 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 10.9412 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4635 loss: 1.4635 2022/06/27 14:14:05 - mmengine - INFO - Epoch(train) [173][1560/3757] lr: 4.866e-05 eta: 2:04:54 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 11.7899 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.3440 loss: 1.3440 2022/06/27 14:14:10 - mmengine - INFO - Epoch(train) [173][1580/3757] lr: 4.866e-05 eta: 2:04:49 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 10.9006 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3990 loss: 1.3990 2022/06/27 14:14:16 - mmengine - INFO - Epoch(train) [173][1600/3757] lr: 4.866e-05 eta: 2:04:44 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 13.6884 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3087 loss: 1.3087 2022/06/27 14:14:21 - mmengine - INFO - Epoch(train) [173][1620/3757] lr: 4.866e-05 eta: 2:04:38 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 12.8109 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.9389 loss: 1.9389 2022/06/27 14:14:27 - mmengine - INFO - Epoch(train) [173][1640/3757] lr: 4.866e-05 eta: 2:04:33 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 11.7088 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5992 loss: 1.5992 2022/06/27 14:14:32 - mmengine - INFO - Epoch(train) [173][1660/3757] lr: 4.866e-05 eta: 2:04:28 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 13.3930 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.0330 loss: 1.0330 2022/06/27 14:14:38 - mmengine - INFO - Epoch(train) [173][1680/3757] lr: 4.866e-05 eta: 2:04:23 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 11.8498 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.5106 loss: 1.5106 2022/06/27 14:14:43 - mmengine - INFO - Epoch(train) [173][1700/3757] lr: 4.866e-05 eta: 2:04:17 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 14.3555 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4015 loss: 1.4015 2022/06/27 14:14:48 - mmengine - INFO - Epoch(train) [173][1720/3757] lr: 4.866e-05 eta: 2:04:12 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 15.0255 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2779 loss: 1.2779 2022/06/27 14:14:54 - mmengine - INFO - Epoch(train) [173][1740/3757] lr: 4.866e-05 eta: 2:04:07 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 10.7823 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6075 loss: 1.6075 2022/06/27 14:14:59 - mmengine - INFO - Epoch(train) [173][1760/3757] lr: 4.866e-05 eta: 2:04:02 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 12.5865 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4860 loss: 1.4860 2022/06/27 14:15:05 - mmengine - INFO - Epoch(train) [173][1780/3757] lr: 4.866e-05 eta: 2:03:56 time: 0.265 data_time: 0.007 memory: 5036 grad_norm: 14.3659 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7089 loss: 1.7089 2022/06/27 14:15:09 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 14:15:10 - mmengine - INFO - Epoch(train) [173][1800/3757] lr: 4.866e-05 eta: 2:03:51 time: 0.264 data_time: 0.004 memory: 5036 grad_norm: 14.9935 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5849 loss: 1.5849 2022/06/27 14:15:15 - mmengine - INFO - Epoch(train) [173][1820/3757] lr: 4.866e-05 eta: 2:03:46 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 13.0966 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.8789 loss: 1.8789 2022/06/27 14:15:21 - mmengine - INFO - Epoch(train) [173][1840/3757] lr: 4.866e-05 eta: 2:03:41 time: 0.266 data_time: 0.007 memory: 5036 grad_norm: 13.4909 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3532 loss: 1.3532 2022/06/27 14:15:26 - mmengine - INFO - Epoch(train) [173][1860/3757] lr: 4.866e-05 eta: 2:03:35 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 14.6522 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3510 loss: 1.3510 2022/06/27 14:15:31 - mmengine - INFO - Epoch(train) [173][1880/3757] lr: 4.866e-05 eta: 2:03:30 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 13.7375 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.6451 loss: 1.6451 2022/06/27 14:15:37 - mmengine - INFO - Epoch(train) [173][1900/3757] lr: 4.866e-05 eta: 2:03:25 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 12.6952 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5147 loss: 1.5147 2022/06/27 14:15:42 - mmengine - INFO - Epoch(train) [173][1920/3757] lr: 4.866e-05 eta: 2:03:20 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 15.3440 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2497 loss: 1.2497 2022/06/27 14:15:47 - mmengine - INFO - Epoch(train) [173][1940/3757] lr: 4.866e-05 eta: 2:03:14 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 12.5849 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5962 loss: 1.5962 2022/06/27 14:15:53 - mmengine - INFO - Epoch(train) [173][1960/3757] lr: 4.866e-05 eta: 2:03:09 time: 0.655 data_time: 0.019 memory: 5036 grad_norm: 12.0473 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.0666 loss: 1.0666 2022/06/27 14:15:58 - mmengine - INFO - Epoch(train) [173][1980/3757] lr: 4.866e-05 eta: 2:03:04 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 10.7765 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8385 loss: 1.8385 2022/06/27 14:16:04 - mmengine - INFO - Epoch(train) [173][2000/3757] lr: 4.866e-05 eta: 2:02:58 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 12.5892 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.1770 loss: 2.1770 2022/06/27 14:16:09 - mmengine - INFO - Epoch(train) [173][2020/3757] lr: 4.866e-05 eta: 2:02:53 time: 0.260 data_time: 0.009 memory: 5036 grad_norm: 11.6353 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.2886 loss: 1.2886 2022/06/27 14:16:15 - mmengine - INFO - Epoch(train) [173][2040/3757] lr: 4.866e-05 eta: 2:02:48 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 13.6603 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.5003 loss: 1.5003 2022/06/27 14:16:20 - mmengine - INFO - Epoch(train) [173][2060/3757] lr: 4.866e-05 eta: 2:02:43 time: 0.255 data_time: 0.004 memory: 5036 grad_norm: 13.7674 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3552 loss: 1.3552 2022/06/27 14:16:25 - mmengine - INFO - Epoch(train) [173][2080/3757] lr: 4.866e-05 eta: 2:02:37 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 13.1814 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.3247 loss: 1.3247 2022/06/27 14:16:30 - mmengine - INFO - Epoch(train) [173][2100/3757] lr: 4.866e-05 eta: 2:02:32 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 12.6330 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.2422 loss: 1.2422 2022/06/27 14:16:36 - mmengine - INFO - Epoch(train) [173][2120/3757] lr: 4.866e-05 eta: 2:02:27 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 12.2276 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3967 loss: 1.3967 2022/06/27 14:16:41 - mmengine - INFO - Epoch(train) [173][2140/3757] lr: 4.866e-05 eta: 2:02:22 time: 0.252 data_time: 0.008 memory: 5036 grad_norm: 12.7105 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5495 loss: 1.5495 2022/06/27 14:16:47 - mmengine - INFO - Epoch(train) [173][2160/3757] lr: 4.866e-05 eta: 2:02:16 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 12.8609 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.6105 loss: 1.6105 2022/06/27 14:16:52 - mmengine - INFO - Epoch(train) [173][2180/3757] lr: 4.866e-05 eta: 2:02:11 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 12.1143 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8881 loss: 1.8881 2022/06/27 14:16:57 - mmengine - INFO - Epoch(train) [173][2200/3757] lr: 4.866e-05 eta: 2:02:06 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 12.2722 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.8775 loss: 1.8775 2022/06/27 14:17:03 - mmengine - INFO - Epoch(train) [173][2220/3757] lr: 4.866e-05 eta: 2:02:01 time: 0.297 data_time: 0.007 memory: 5036 grad_norm: 14.2303 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6539 loss: 1.6539 2022/06/27 14:17:08 - mmengine - INFO - Epoch(train) [173][2240/3757] lr: 4.866e-05 eta: 2:01:55 time: 0.258 data_time: 0.008 memory: 5036 grad_norm: 11.5293 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5778 loss: 1.5778 2022/06/27 14:17:13 - mmengine - INFO - Epoch(train) [173][2260/3757] lr: 4.866e-05 eta: 2:01:50 time: 0.264 data_time: 0.014 memory: 5036 grad_norm: 13.4239 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.5635 loss: 1.5635 2022/06/27 14:17:18 - mmengine - INFO - Epoch(train) [173][2280/3757] lr: 4.866e-05 eta: 2:01:45 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 11.5575 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4903 loss: 1.4903 2022/06/27 14:17:24 - mmengine - INFO - Epoch(train) [173][2300/3757] lr: 4.866e-05 eta: 2:01:40 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 9.4605 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.1104 loss: 1.1104 2022/06/27 14:17:29 - mmengine - INFO - Epoch(train) [173][2320/3757] lr: 4.866e-05 eta: 2:01:34 time: 0.265 data_time: 0.007 memory: 5036 grad_norm: 10.8843 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.6845 loss: 1.6845 2022/06/27 14:17:34 - mmengine - INFO - Epoch(train) [173][2340/3757] lr: 4.866e-05 eta: 2:01:29 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 14.5175 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4202 loss: 1.4202 2022/06/27 14:17:39 - mmengine - INFO - Epoch(train) [173][2360/3757] lr: 4.866e-05 eta: 2:01:24 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 11.4889 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4272 loss: 1.4272 2022/06/27 14:17:45 - mmengine - INFO - Epoch(train) [173][2380/3757] lr: 4.866e-05 eta: 2:01:19 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 12.5825 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6611 loss: 1.6611 2022/06/27 14:17:50 - mmengine - INFO - Epoch(train) [173][2400/3757] lr: 4.866e-05 eta: 2:01:13 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 11.5948 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.8363 loss: 1.8363 2022/06/27 14:17:55 - mmengine - INFO - Epoch(train) [173][2420/3757] lr: 4.866e-05 eta: 2:01:08 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 9.8722 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3402 loss: 1.3402 2022/06/27 14:18:00 - mmengine - INFO - Epoch(train) [173][2440/3757] lr: 4.866e-05 eta: 2:01:03 time: 0.263 data_time: 0.007 memory: 5036 grad_norm: 12.7923 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.1327 loss: 1.1327 2022/06/27 14:18:06 - mmengine - INFO - Epoch(train) [173][2460/3757] lr: 4.866e-05 eta: 2:00:58 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 12.8596 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.8433 loss: 1.8433 2022/06/27 14:18:11 - mmengine - INFO - Epoch(train) [173][2480/3757] lr: 4.866e-05 eta: 2:00:52 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 12.2015 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1015 loss: 1.1015 2022/06/27 14:18:16 - mmengine - INFO - Epoch(train) [173][2500/3757] lr: 4.866e-05 eta: 2:00:47 time: 0.260 data_time: 0.010 memory: 5036 grad_norm: 12.2390 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3098 loss: 1.3098 2022/06/27 14:18:22 - mmengine - INFO - Epoch(train) [173][2520/3757] lr: 4.866e-05 eta: 2:00:42 time: 0.261 data_time: 0.009 memory: 5036 grad_norm: 13.0146 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2976 loss: 1.2976 2022/06/27 14:18:27 - mmengine - INFO - Epoch(train) [173][2540/3757] lr: 4.866e-05 eta: 2:00:36 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 14.0398 top1_acc: 0.2500 top5_acc: 0.2500 loss_cls: 2.1135 loss: 2.1135 2022/06/27 14:18:32 - mmengine - INFO - Epoch(train) [173][2560/3757] lr: 4.866e-05 eta: 2:00:31 time: 0.259 data_time: 0.010 memory: 5036 grad_norm: 11.6087 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8068 loss: 1.8068 2022/06/27 14:18:37 - mmengine - INFO - Epoch(train) [173][2580/3757] lr: 4.866e-05 eta: 2:00:26 time: 0.267 data_time: 0.007 memory: 5036 grad_norm: 10.5178 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.5151 loss: 1.5151 2022/06/27 14:18:43 - mmengine - INFO - Epoch(train) [173][2600/3757] lr: 4.866e-05 eta: 2:00:21 time: 0.311 data_time: 0.007 memory: 5036 grad_norm: 12.6458 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6623 loss: 1.6623 2022/06/27 14:18:48 - mmengine - INFO - Epoch(train) [173][2620/3757] lr: 4.866e-05 eta: 2:00:15 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 13.1651 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4934 loss: 1.4934 2022/06/27 14:18:53 - mmengine - INFO - Epoch(train) [173][2640/3757] lr: 4.866e-05 eta: 2:00:10 time: 0.263 data_time: 0.011 memory: 5036 grad_norm: 13.3997 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3728 loss: 1.3728 2022/06/27 14:18:58 - mmengine - INFO - Epoch(train) [173][2660/3757] lr: 4.866e-05 eta: 2:00:05 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 12.4961 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.7408 loss: 1.7408 2022/06/27 14:19:04 - mmengine - INFO - Epoch(train) [173][2680/3757] lr: 4.866e-05 eta: 2:00:00 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 13.0855 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7071 loss: 1.7071 2022/06/27 14:19:09 - mmengine - INFO - Epoch(train) [173][2700/3757] lr: 4.866e-05 eta: 1:59:54 time: 0.254 data_time: 0.010 memory: 5036 grad_norm: 13.4094 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1996 loss: 1.1996 2022/06/27 14:19:14 - mmengine - INFO - Epoch(train) [173][2720/3757] lr: 4.866e-05 eta: 1:59:49 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 14.3406 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4866 loss: 1.4866 2022/06/27 14:19:20 - mmengine - INFO - Epoch(train) [173][2740/3757] lr: 4.866e-05 eta: 1:59:44 time: 0.259 data_time: 0.010 memory: 5036 grad_norm: 13.3823 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.5972 loss: 1.5972 2022/06/27 14:19:25 - mmengine - INFO - Epoch(train) [173][2760/3757] lr: 4.866e-05 eta: 1:59:39 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 12.3259 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.5393 loss: 1.5393 2022/06/27 14:19:30 - mmengine - INFO - Epoch(train) [173][2780/3757] lr: 4.866e-05 eta: 1:59:33 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 12.8272 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.4358 loss: 1.4358 2022/06/27 14:19:35 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 14:19:36 - mmengine - INFO - Epoch(train) [173][2800/3757] lr: 4.866e-05 eta: 1:59:28 time: 0.258 data_time: 0.004 memory: 5036 grad_norm: 10.0793 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.4769 loss: 1.4769 2022/06/27 14:19:41 - mmengine - INFO - Epoch(train) [173][2820/3757] lr: 4.866e-05 eta: 1:59:23 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 10.7429 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5795 loss: 1.5795 2022/06/27 14:19:46 - mmengine - INFO - Epoch(train) [173][2840/3757] lr: 4.866e-05 eta: 1:59:18 time: 0.253 data_time: 0.004 memory: 5036 grad_norm: 12.9727 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2973 loss: 1.2973 2022/06/27 14:19:52 - mmengine - INFO - Epoch(train) [173][2860/3757] lr: 4.866e-05 eta: 1:59:12 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 11.3974 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.5799 loss: 1.5799 2022/06/27 14:19:57 - mmengine - INFO - Epoch(train) [173][2880/3757] lr: 4.866e-05 eta: 1:59:07 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 11.3608 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.0904 loss: 1.0904 2022/06/27 14:20:02 - mmengine - INFO - Epoch(train) [173][2900/3757] lr: 4.866e-05 eta: 1:59:02 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 13.0291 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.2464 loss: 1.2464 2022/06/27 14:20:08 - mmengine - INFO - Epoch(train) [173][2920/3757] lr: 4.866e-05 eta: 1:58:57 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 12.9043 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.6671 loss: 1.6671 2022/06/27 14:20:13 - mmengine - INFO - Epoch(train) [173][2940/3757] lr: 4.866e-05 eta: 1:58:51 time: 0.275 data_time: 0.009 memory: 5036 grad_norm: 10.3810 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.0845 loss: 1.0845 2022/06/27 14:20:18 - mmengine - INFO - Epoch(train) [173][2960/3757] lr: 4.866e-05 eta: 1:58:46 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 13.5430 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.2169 loss: 1.2169 2022/06/27 14:20:24 - mmengine - INFO - Epoch(train) [173][2980/3757] lr: 4.866e-05 eta: 1:58:41 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 14.0891 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3754 loss: 1.3754 2022/06/27 14:20:29 - mmengine - INFO - Epoch(train) [173][3000/3757] lr: 4.866e-05 eta: 1:58:36 time: 0.256 data_time: 0.010 memory: 5036 grad_norm: 14.7488 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.5820 loss: 1.5820 2022/06/27 14:20:34 - mmengine - INFO - Epoch(train) [173][3020/3757] lr: 4.866e-05 eta: 1:58:30 time: 0.255 data_time: 0.004 memory: 5036 grad_norm: 15.0233 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5491 loss: 1.5491 2022/06/27 14:20:40 - mmengine - INFO - Epoch(train) [173][3040/3757] lr: 4.866e-05 eta: 1:58:25 time: 0.272 data_time: 0.006 memory: 5036 grad_norm: 12.3723 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2356 loss: 1.2356 2022/06/27 14:20:45 - mmengine - INFO - Epoch(train) [173][3060/3757] lr: 4.866e-05 eta: 1:58:20 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 9.3914 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.3151 loss: 1.3151 2022/06/27 14:20:50 - mmengine - INFO - Epoch(train) [173][3080/3757] lr: 4.866e-05 eta: 1:58:14 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 11.9353 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.8438 loss: 1.8438 2022/06/27 14:20:55 - mmengine - INFO - Epoch(train) [173][3100/3757] lr: 4.866e-05 eta: 1:58:09 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 12.9772 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5148 loss: 1.5148 2022/06/27 14:21:01 - mmengine - INFO - Epoch(train) [173][3120/3757] lr: 4.866e-05 eta: 1:58:04 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 11.6244 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.6859 loss: 1.6859 2022/06/27 14:21:06 - mmengine - INFO - Epoch(train) [173][3140/3757] lr: 4.866e-05 eta: 1:57:59 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 15.4470 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.7277 loss: 1.7277 2022/06/27 14:21:11 - mmengine - INFO - Epoch(train) [173][3160/3757] lr: 4.866e-05 eta: 1:57:53 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 12.4601 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4990 loss: 1.4990 2022/06/27 14:21:17 - mmengine - INFO - Epoch(train) [173][3180/3757] lr: 4.866e-05 eta: 1:57:48 time: 0.263 data_time: 0.008 memory: 5036 grad_norm: 11.9930 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.3844 loss: 1.3844 2022/06/27 14:21:22 - mmengine - INFO - Epoch(train) [173][3200/3757] lr: 4.866e-05 eta: 1:57:43 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 12.0074 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7239 loss: 1.7239 2022/06/27 14:21:27 - mmengine - INFO - Epoch(train) [173][3220/3757] lr: 4.866e-05 eta: 1:57:38 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 12.6218 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.6128 loss: 1.6128 2022/06/27 14:21:32 - mmengine - INFO - Epoch(train) [173][3240/3757] lr: 4.866e-05 eta: 1:57:32 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 13.5128 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7423 loss: 1.7423 2022/06/27 14:21:38 - mmengine - INFO - Epoch(train) [173][3260/3757] lr: 4.866e-05 eta: 1:57:27 time: 0.259 data_time: 0.010 memory: 5036 grad_norm: 15.1588 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.9895 loss: 0.9895 2022/06/27 14:21:43 - mmengine - INFO - Epoch(train) [173][3280/3757] lr: 4.866e-05 eta: 1:57:22 time: 0.273 data_time: 0.003 memory: 5036 grad_norm: 11.5357 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5787 loss: 1.5787 2022/06/27 14:21:48 - mmengine - INFO - Epoch(train) [173][3300/3757] lr: 4.866e-05 eta: 1:57:17 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 13.9378 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.1271 loss: 1.1271 2022/06/27 14:21:53 - mmengine - INFO - Epoch(train) [173][3320/3757] lr: 4.866e-05 eta: 1:57:11 time: 0.270 data_time: 0.019 memory: 5036 grad_norm: 11.6315 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5088 loss: 1.5088 2022/06/27 14:21:59 - mmengine - INFO - Epoch(train) [173][3340/3757] lr: 4.866e-05 eta: 1:57:06 time: 0.261 data_time: 0.008 memory: 5036 grad_norm: 16.0596 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7115 loss: 1.7115 2022/06/27 14:22:04 - mmengine - INFO - Epoch(train) [173][3360/3757] lr: 4.866e-05 eta: 1:57:01 time: 0.255 data_time: 0.010 memory: 5036 grad_norm: 14.0608 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.6302 loss: 1.6302 2022/06/27 14:22:09 - mmengine - INFO - Epoch(train) [173][3380/3757] lr: 4.866e-05 eta: 1:56:56 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 12.1718 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.0338 loss: 2.0338 2022/06/27 14:22:15 - mmengine - INFO - Epoch(train) [173][3400/3757] lr: 4.866e-05 eta: 1:56:50 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 14.6487 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8982 loss: 1.8982 2022/06/27 14:22:20 - mmengine - INFO - Epoch(train) [173][3420/3757] lr: 4.866e-05 eta: 1:56:45 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 11.9109 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.5410 loss: 1.5410 2022/06/27 14:22:25 - mmengine - INFO - Epoch(train) [173][3440/3757] lr: 4.866e-05 eta: 1:56:40 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 11.0573 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.6556 loss: 1.6556 2022/06/27 14:22:30 - mmengine - INFO - Epoch(train) [173][3460/3757] lr: 4.866e-05 eta: 1:56:35 time: 0.265 data_time: 0.006 memory: 5036 grad_norm: 10.9297 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.3733 loss: 1.3733 2022/06/27 14:22:36 - mmengine - INFO - Epoch(train) [173][3480/3757] lr: 4.866e-05 eta: 1:56:29 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 12.6426 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.6273 loss: 1.6273 2022/06/27 14:22:41 - mmengine - INFO - Epoch(train) [173][3500/3757] lr: 4.866e-05 eta: 1:56:24 time: 0.267 data_time: 0.007 memory: 5036 grad_norm: 13.0066 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8045 loss: 1.8045 2022/06/27 14:22:46 - mmengine - INFO - Epoch(train) [173][3520/3757] lr: 4.866e-05 eta: 1:56:19 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 12.4766 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.0754 loss: 1.0754 2022/06/27 14:22:52 - mmengine - INFO - Epoch(train) [173][3540/3757] lr: 4.866e-05 eta: 1:56:13 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 13.7261 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5091 loss: 1.5091 2022/06/27 14:22:57 - mmengine - INFO - Epoch(train) [173][3560/3757] lr: 4.866e-05 eta: 1:56:08 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 13.3791 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.4479 loss: 1.4479 2022/06/27 14:23:02 - mmengine - INFO - Epoch(train) [173][3580/3757] lr: 4.866e-05 eta: 1:56:03 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 12.9128 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.3842 loss: 1.3842 2022/06/27 14:23:07 - mmengine - INFO - Epoch(train) [173][3600/3757] lr: 4.866e-05 eta: 1:55:58 time: 0.261 data_time: 0.004 memory: 5036 grad_norm: 10.5130 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.7791 loss: 1.7791 2022/06/27 14:23:13 - mmengine - INFO - Epoch(train) [173][3620/3757] lr: 4.866e-05 eta: 1:55:52 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 12.9198 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7422 loss: 1.7422 2022/06/27 14:23:18 - mmengine - INFO - Epoch(train) [173][3640/3757] lr: 4.866e-05 eta: 1:55:47 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 16.3866 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9442 loss: 1.9442 2022/06/27 14:23:24 - mmengine - INFO - Epoch(train) [173][3660/3757] lr: 4.866e-05 eta: 1:55:42 time: 0.669 data_time: 0.020 memory: 5036 grad_norm: 17.2843 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.9863 loss: 1.9863 2022/06/27 14:23:29 - mmengine - INFO - Epoch(train) [173][3680/3757] lr: 4.866e-05 eta: 1:55:37 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 13.2304 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.3005 loss: 1.3005 2022/06/27 14:23:34 - mmengine - INFO - Epoch(train) [173][3700/3757] lr: 4.866e-05 eta: 1:55:31 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 11.0653 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.0052 loss: 1.0052 2022/06/27 14:23:40 - mmengine - INFO - Epoch(train) [173][3720/3757] lr: 4.866e-05 eta: 1:55:26 time: 0.261 data_time: 0.010 memory: 5036 grad_norm: 14.5844 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.7624 loss: 1.7624 2022/06/27 14:23:45 - mmengine - INFO - Epoch(train) [173][3740/3757] lr: 4.866e-05 eta: 1:55:21 time: 0.245 data_time: 0.006 memory: 5036 grad_norm: 14.3916 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5289 loss: 1.5289 2022/06/27 14:23:49 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 14:23:49 - mmengine - INFO - Saving checkpoint at 173 epochs 2022/06/27 14:24:02 - mmengine - INFO - Epoch(val) [173][20/310] eta: 0:01:44 time: 0.112 data_time: 0.009 memory: 5036 2022/06/27 14:24:07 - mmengine - INFO - Epoch(val) [173][40/310] eta: 0:01:31 time: 0.111 data_time: 0.009 memory: 1723 2022/06/27 14:24:11 - mmengine - INFO - Epoch(val) [173][60/310] eta: 0:00:26 time: 0.104 data_time: 0.001 memory: 1723 2022/06/27 14:24:16 - mmengine - INFO - Epoch(val) [173][80/310] eta: 0:00:24 time: 0.103 data_time: 0.001 memory: 1723 2022/06/27 14:24:23 - mmengine - INFO - Epoch(val) [173][100/310] eta: 0:01:20 time: 0.164 data_time: 0.004 memory: 1723 2022/06/27 14:24:28 - mmengine - INFO - Epoch(val) [173][120/310] eta: 0:01:06 time: 0.103 data_time: 0.001 memory: 1723 2022/06/27 14:24:32 - mmengine - INFO - Epoch(val) [173][140/310] eta: 0:00:17 time: 0.103 data_time: 0.002 memory: 1723 2022/06/27 14:24:37 - mmengine - INFO - Epoch(val) [173][160/310] eta: 0:00:15 time: 0.108 data_time: 0.001 memory: 1723 2022/06/27 14:24:44 - mmengine - INFO - Epoch(val) [173][180/310] eta: 0:00:45 time: 0.109 data_time: 0.002 memory: 1723 2022/06/27 14:24:49 - mmengine - INFO - Epoch(val) [173][200/310] eta: 0:00:37 time: 0.108 data_time: 0.001 memory: 1723 2022/06/27 14:24:53 - mmengine - INFO - Epoch(val) [173][220/310] eta: 0:00:09 time: 0.103 data_time: 0.001 memory: 1723 2022/06/27 14:24:58 - mmengine - INFO - Epoch(val) [173][240/310] eta: 0:00:07 time: 0.105 data_time: 0.002 memory: 1723 2022/06/27 14:25:05 - mmengine - INFO - Epoch(val) [173][260/310] eta: 0:00:18 time: 0.111 data_time: 0.001 memory: 1723 2022/06/27 14:25:09 - mmengine - INFO - Epoch(val) [173][280/310] eta: 0:00:09 time: 0.110 data_time: 0.002 memory: 1723 2022/06/27 14:25:11 - mmengine - INFO - Epoch(val) [173][300/310] eta: 0:00:01 time: 0.103 data_time: 0.001 memory: 1723 2022/06/27 14:25:13 - mmengine - INFO - Epoch(val) [173][310/310] acc/top1: 0.6137 acc/top5: 0.8290 acc/mean1: 0.6136 2022/06/27 14:25:23 - mmengine - INFO - Epoch(train) [174][20/3757] lr: 3.727e-05 eta: 1:55:11 time: 0.253 data_time: 0.004 memory: 5036 grad_norm: 12.7865 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2793 loss: 1.2793 2022/06/27 14:25:28 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 14:25:28 - mmengine - INFO - Epoch(train) [174][40/3757] lr: 3.727e-05 eta: 1:55:06 time: 0.259 data_time: 0.004 memory: 5036 grad_norm: 12.5391 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4653 loss: 1.4653 2022/06/27 14:25:34 - mmengine - INFO - Epoch(train) [174][60/3757] lr: 3.727e-05 eta: 1:55:01 time: 0.254 data_time: 0.004 memory: 5036 grad_norm: 13.0875 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6098 loss: 1.6098 2022/06/27 14:25:39 - mmengine - INFO - Epoch(train) [174][80/3757] lr: 3.727e-05 eta: 1:54:55 time: 0.254 data_time: 0.008 memory: 5036 grad_norm: 11.3794 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6163 loss: 1.6163 2022/06/27 14:25:45 - mmengine - INFO - Epoch(train) [174][100/3757] lr: 3.727e-05 eta: 1:54:50 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 13.8547 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3513 loss: 1.3513 2022/06/27 14:25:50 - mmengine - INFO - Epoch(train) [174][120/3757] lr: 3.727e-05 eta: 1:54:45 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 9.2267 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.6566 loss: 1.6566 2022/06/27 14:25:56 - mmengine - INFO - Epoch(train) [174][140/3757] lr: 3.727e-05 eta: 1:54:40 time: 0.253 data_time: 0.004 memory: 5036 grad_norm: 12.0550 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3826 loss: 1.3826 2022/06/27 14:26:01 - mmengine - INFO - Epoch(train) [174][160/3757] lr: 3.727e-05 eta: 1:54:34 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 14.0058 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3766 loss: 1.3766 2022/06/27 14:26:06 - mmengine - INFO - Epoch(train) [174][180/3757] lr: 3.727e-05 eta: 1:54:29 time: 0.255 data_time: 0.004 memory: 5036 grad_norm: 11.5539 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3761 loss: 1.3761 2022/06/27 14:26:12 - mmengine - INFO - Epoch(train) [174][200/3757] lr: 3.727e-05 eta: 1:54:24 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 12.6723 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6380 loss: 1.6380 2022/06/27 14:26:17 - mmengine - INFO - Epoch(train) [174][220/3757] lr: 3.727e-05 eta: 1:54:19 time: 0.257 data_time: 0.004 memory: 5036 grad_norm: 10.9545 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8473 loss: 1.8473 2022/06/27 14:26:22 - mmengine - INFO - Epoch(train) [174][240/3757] lr: 3.727e-05 eta: 1:54:13 time: 0.267 data_time: 0.004 memory: 5036 grad_norm: 13.6344 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4402 loss: 1.4402 2022/06/27 14:26:28 - mmengine - INFO - Epoch(train) [174][260/3757] lr: 3.727e-05 eta: 1:54:08 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 10.1688 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8361 loss: 1.8361 2022/06/27 14:26:33 - mmengine - INFO - Epoch(train) [174][280/3757] lr: 3.727e-05 eta: 1:54:03 time: 0.260 data_time: 0.004 memory: 5036 grad_norm: 10.6737 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.5762 loss: 1.5762 2022/06/27 14:26:38 - mmengine - INFO - Epoch(train) [174][300/3757] lr: 3.727e-05 eta: 1:53:58 time: 0.263 data_time: 0.012 memory: 5036 grad_norm: 10.7925 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6477 loss: 1.6477 2022/06/27 14:26:44 - mmengine - INFO - Epoch(train) [174][320/3757] lr: 3.727e-05 eta: 1:53:52 time: 0.556 data_time: 0.006 memory: 5036 grad_norm: 11.4748 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5592 loss: 1.5592 2022/06/27 14:26:49 - mmengine - INFO - Epoch(train) [174][340/3757] lr: 3.727e-05 eta: 1:53:47 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 14.3363 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.1757 loss: 1.1757 2022/06/27 14:26:55 - mmengine - INFO - Epoch(train) [174][360/3757] lr: 3.727e-05 eta: 1:53:42 time: 0.262 data_time: 0.010 memory: 5036 grad_norm: 11.8471 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.5237 loss: 1.5237 2022/06/27 14:27:00 - mmengine - INFO - Epoch(train) [174][380/3757] lr: 3.727e-05 eta: 1:53:37 time: 0.264 data_time: 0.009 memory: 5036 grad_norm: 11.7626 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6063 loss: 1.6063 2022/06/27 14:27:05 - mmengine - INFO - Epoch(train) [174][400/3757] lr: 3.727e-05 eta: 1:53:31 time: 0.256 data_time: 0.013 memory: 5036 grad_norm: 14.2399 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3406 loss: 1.3406 2022/06/27 14:27:10 - mmengine - INFO - Epoch(train) [174][420/3757] lr: 3.727e-05 eta: 1:53:26 time: 0.251 data_time: 0.005 memory: 5036 grad_norm: 12.4495 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3092 loss: 1.3092 2022/06/27 14:27:16 - mmengine - INFO - Epoch(train) [174][440/3757] lr: 3.727e-05 eta: 1:53:21 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 10.0951 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.2521 loss: 1.2521 2022/06/27 14:27:21 - mmengine - INFO - Epoch(train) [174][460/3757] lr: 3.727e-05 eta: 1:53:16 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 16.0927 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.2844 loss: 1.2844 2022/06/27 14:27:26 - mmengine - INFO - Epoch(train) [174][480/3757] lr: 3.727e-05 eta: 1:53:10 time: 0.261 data_time: 0.010 memory: 5036 grad_norm: 12.4757 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.6535 loss: 1.6535 2022/06/27 14:27:32 - mmengine - INFO - Epoch(train) [174][500/3757] lr: 3.727e-05 eta: 1:53:05 time: 0.256 data_time: 0.010 memory: 5036 grad_norm: 11.6845 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4053 loss: 1.4053 2022/06/27 14:27:37 - mmengine - INFO - Epoch(train) [174][520/3757] lr: 3.727e-05 eta: 1:53:00 time: 0.265 data_time: 0.007 memory: 5036 grad_norm: 11.8079 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5092 loss: 1.5092 2022/06/27 14:27:42 - mmengine - INFO - Epoch(train) [174][540/3757] lr: 3.727e-05 eta: 1:52:55 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 11.2559 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.7133 loss: 1.7133 2022/06/27 14:27:48 - mmengine - INFO - Epoch(train) [174][560/3757] lr: 3.727e-05 eta: 1:52:49 time: 0.271 data_time: 0.007 memory: 5036 grad_norm: 13.3107 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.9095 loss: 1.9095 2022/06/27 14:27:53 - mmengine - INFO - Epoch(train) [174][580/3757] lr: 3.727e-05 eta: 1:52:44 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 12.8075 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.0377 loss: 1.0377 2022/06/27 14:27:58 - mmengine - INFO - Epoch(train) [174][600/3757] lr: 3.727e-05 eta: 1:52:39 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 13.1961 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.1485 loss: 2.1485 2022/06/27 14:28:04 - mmengine - INFO - Epoch(train) [174][620/3757] lr: 3.727e-05 eta: 1:52:34 time: 0.287 data_time: 0.007 memory: 5036 grad_norm: 13.5936 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.6456 loss: 1.6456 2022/06/27 14:28:09 - mmengine - INFO - Epoch(train) [174][640/3757] lr: 3.727e-05 eta: 1:52:28 time: 0.266 data_time: 0.008 memory: 5036 grad_norm: 12.6780 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4298 loss: 1.4298 2022/06/27 14:28:14 - mmengine - INFO - Epoch(train) [174][660/3757] lr: 3.727e-05 eta: 1:52:23 time: 0.256 data_time: 0.010 memory: 5036 grad_norm: 12.8998 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7783 loss: 1.7783 2022/06/27 14:28:19 - mmengine - INFO - Epoch(train) [174][680/3757] lr: 3.727e-05 eta: 1:52:18 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 12.0251 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5497 loss: 1.5497 2022/06/27 14:28:25 - mmengine - INFO - Epoch(train) [174][700/3757] lr: 3.727e-05 eta: 1:52:12 time: 0.269 data_time: 0.006 memory: 5036 grad_norm: 12.0802 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7270 loss: 1.7270 2022/06/27 14:28:30 - mmengine - INFO - Epoch(train) [174][720/3757] lr: 3.727e-05 eta: 1:52:07 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 12.8265 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.6929 loss: 1.6929 2022/06/27 14:28:35 - mmengine - INFO - Epoch(train) [174][740/3757] lr: 3.727e-05 eta: 1:52:02 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 15.2017 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.5775 loss: 1.5775 2022/06/27 14:28:40 - mmengine - INFO - Epoch(train) [174][760/3757] lr: 3.727e-05 eta: 1:51:57 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 14.2419 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5656 loss: 1.5656 2022/06/27 14:28:46 - mmengine - INFO - Epoch(train) [174][780/3757] lr: 3.727e-05 eta: 1:51:51 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 13.5685 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.0189 loss: 1.0189 2022/06/27 14:28:51 - mmengine - INFO - Epoch(train) [174][800/3757] lr: 3.727e-05 eta: 1:51:46 time: 0.257 data_time: 0.014 memory: 5036 grad_norm: 12.2917 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5214 loss: 1.5214 2022/06/27 14:28:56 - mmengine - INFO - Epoch(train) [174][820/3757] lr: 3.727e-05 eta: 1:51:41 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 11.8655 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.2816 loss: 1.2816 2022/06/27 14:29:02 - mmengine - INFO - Epoch(train) [174][840/3757] lr: 3.727e-05 eta: 1:51:36 time: 0.257 data_time: 0.011 memory: 5036 grad_norm: 12.9348 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.3557 loss: 1.3557 2022/06/27 14:29:07 - mmengine - INFO - Epoch(train) [174][860/3757] lr: 3.727e-05 eta: 1:51:30 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 10.9824 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.2546 loss: 1.2546 2022/06/27 14:29:12 - mmengine - INFO - Epoch(train) [174][880/3757] lr: 3.727e-05 eta: 1:51:25 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 14.1165 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5528 loss: 1.5528 2022/06/27 14:29:18 - mmengine - INFO - Epoch(train) [174][900/3757] lr: 3.727e-05 eta: 1:51:20 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 12.6858 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2853 loss: 1.2853 2022/06/27 14:29:23 - mmengine - INFO - Epoch(train) [174][920/3757] lr: 3.727e-05 eta: 1:51:15 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 11.8317 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5725 loss: 1.5725 2022/06/27 14:29:29 - mmengine - INFO - Epoch(train) [174][940/3757] lr: 3.727e-05 eta: 1:51:09 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 12.0543 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7795 loss: 1.7795 2022/06/27 14:29:34 - mmengine - INFO - Epoch(train) [174][960/3757] lr: 3.727e-05 eta: 1:51:04 time: 0.264 data_time: 0.011 memory: 5036 grad_norm: 12.3894 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.5513 loss: 1.5513 2022/06/27 14:29:39 - mmengine - INFO - Epoch(train) [174][980/3757] lr: 3.727e-05 eta: 1:50:59 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 9.7138 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6296 loss: 1.6296 2022/06/27 14:29:45 - mmengine - INFO - Epoch(train) [174][1000/3757] lr: 3.727e-05 eta: 1:50:54 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 13.8900 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.6474 loss: 1.6474 2022/06/27 14:29:50 - mmengine - INFO - Epoch(train) [174][1020/3757] lr: 3.727e-05 eta: 1:50:48 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 14.1896 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.8571 loss: 1.8571 2022/06/27 14:29:55 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 14:29:55 - mmengine - INFO - Epoch(train) [174][1040/3757] lr: 3.727e-05 eta: 1:50:43 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 13.4716 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7055 loss: 1.7055 2022/06/27 14:30:00 - mmengine - INFO - Epoch(train) [174][1060/3757] lr: 3.727e-05 eta: 1:50:38 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 13.5039 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.8080 loss: 1.8080 2022/06/27 14:30:06 - mmengine - INFO - Epoch(train) [174][1080/3757] lr: 3.727e-05 eta: 1:50:33 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 13.4335 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.3408 loss: 1.3408 2022/06/27 14:30:11 - mmengine - INFO - Epoch(train) [174][1100/3757] lr: 3.727e-05 eta: 1:50:27 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 15.6027 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.5228 loss: 1.5228 2022/06/27 14:30:16 - mmengine - INFO - Epoch(train) [174][1120/3757] lr: 3.727e-05 eta: 1:50:22 time: 0.256 data_time: 0.010 memory: 5036 grad_norm: 12.6621 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6825 loss: 1.6825 2022/06/27 14:30:22 - mmengine - INFO - Epoch(train) [174][1140/3757] lr: 3.727e-05 eta: 1:50:17 time: 0.271 data_time: 0.006 memory: 5036 grad_norm: 13.9626 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.7030 loss: 1.7030 2022/06/27 14:30:27 - mmengine - INFO - Epoch(train) [174][1160/3757] lr: 3.727e-05 eta: 1:50:12 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 9.8827 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7174 loss: 1.7174 2022/06/27 14:30:32 - mmengine - INFO - Epoch(train) [174][1180/3757] lr: 3.727e-05 eta: 1:50:06 time: 0.261 data_time: 0.009 memory: 5036 grad_norm: 13.0020 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3780 loss: 1.3780 2022/06/27 14:30:37 - mmengine - INFO - Epoch(train) [174][1200/3757] lr: 3.727e-05 eta: 1:50:01 time: 0.270 data_time: 0.003 memory: 5036 grad_norm: 14.4733 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.1644 loss: 1.1644 2022/06/27 14:30:43 - mmengine - INFO - Epoch(train) [174][1220/3757] lr: 3.727e-05 eta: 1:49:56 time: 0.267 data_time: 0.007 memory: 5036 grad_norm: 10.1003 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.3606 loss: 1.3606 2022/06/27 14:30:48 - mmengine - INFO - Epoch(train) [174][1240/3757] lr: 3.727e-05 eta: 1:49:50 time: 0.263 data_time: 0.008 memory: 5036 grad_norm: 11.4006 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3026 loss: 1.3026 2022/06/27 14:30:53 - mmengine - INFO - Epoch(train) [174][1260/3757] lr: 3.727e-05 eta: 1:49:45 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 13.0374 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.7706 loss: 1.7706 2022/06/27 14:30:59 - mmengine - INFO - Epoch(train) [174][1280/3757] lr: 3.727e-05 eta: 1:49:40 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 13.4071 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.3960 loss: 1.3960 2022/06/27 14:31:04 - mmengine - INFO - Epoch(train) [174][1300/3757] lr: 3.727e-05 eta: 1:49:35 time: 0.477 data_time: 0.007 memory: 5036 grad_norm: 11.6702 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.5583 loss: 1.5583 2022/06/27 14:31:09 - mmengine - INFO - Epoch(train) [174][1320/3757] lr: 3.727e-05 eta: 1:49:29 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 13.9695 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.3996 loss: 1.3996 2022/06/27 14:31:15 - mmengine - INFO - Epoch(train) [174][1340/3757] lr: 3.727e-05 eta: 1:49:24 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 11.9825 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.1874 loss: 1.1874 2022/06/27 14:31:20 - mmengine - INFO - Epoch(train) [174][1360/3757] lr: 3.727e-05 eta: 1:49:19 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 16.4023 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.6417 loss: 1.6417 2022/06/27 14:31:26 - mmengine - INFO - Epoch(train) [174][1380/3757] lr: 3.727e-05 eta: 1:49:14 time: 0.261 data_time: 0.004 memory: 5036 grad_norm: 12.4187 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4504 loss: 1.4504 2022/06/27 14:31:31 - mmengine - INFO - Epoch(train) [174][1400/3757] lr: 3.727e-05 eta: 1:49:08 time: 0.251 data_time: 0.005 memory: 5036 grad_norm: 13.7147 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7491 loss: 1.7491 2022/06/27 14:31:36 - mmengine - INFO - Epoch(train) [174][1420/3757] lr: 3.727e-05 eta: 1:49:03 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 13.3611 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.7791 loss: 1.7791 2022/06/27 14:31:42 - mmengine - INFO - Epoch(train) [174][1440/3757] lr: 3.727e-05 eta: 1:48:58 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 14.1848 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3977 loss: 1.3977 2022/06/27 14:31:47 - mmengine - INFO - Epoch(train) [174][1460/3757] lr: 3.727e-05 eta: 1:48:53 time: 0.266 data_time: 0.009 memory: 5036 grad_norm: 14.5686 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.3255 loss: 1.3255 2022/06/27 14:31:52 - mmengine - INFO - Epoch(train) [174][1480/3757] lr: 3.727e-05 eta: 1:48:47 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 10.7031 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.5250 loss: 1.5250 2022/06/27 14:31:58 - mmengine - INFO - Epoch(train) [174][1500/3757] lr: 3.727e-05 eta: 1:48:42 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 12.8927 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 1.2634 loss: 1.2634 2022/06/27 14:32:03 - mmengine - INFO - Epoch(train) [174][1520/3757] lr: 3.727e-05 eta: 1:48:37 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 12.4447 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4597 loss: 1.4597 2022/06/27 14:32:08 - mmengine - INFO - Epoch(train) [174][1540/3757] lr: 3.727e-05 eta: 1:48:32 time: 0.260 data_time: 0.012 memory: 5036 grad_norm: 11.0040 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.2630 loss: 2.2630 2022/06/27 14:32:14 - mmengine - INFO - Epoch(train) [174][1560/3757] lr: 3.727e-05 eta: 1:48:26 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 14.4682 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5324 loss: 1.5324 2022/06/27 14:32:19 - mmengine - INFO - Epoch(train) [174][1580/3757] lr: 3.727e-05 eta: 1:48:21 time: 0.263 data_time: 0.011 memory: 5036 grad_norm: 11.8333 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6211 loss: 1.6211 2022/06/27 14:32:25 - mmengine - INFO - Epoch(train) [174][1600/3757] lr: 3.727e-05 eta: 1:48:16 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 11.5252 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7976 loss: 1.7976 2022/06/27 14:32:30 - mmengine - INFO - Epoch(train) [174][1620/3757] lr: 3.727e-05 eta: 1:48:11 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 12.4432 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.1842 loss: 1.1842 2022/06/27 14:32:35 - mmengine - INFO - Epoch(train) [174][1640/3757] lr: 3.727e-05 eta: 1:48:05 time: 0.264 data_time: 0.007 memory: 5036 grad_norm: 14.2144 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 1.8707 loss: 1.8707 2022/06/27 14:32:41 - mmengine - INFO - Epoch(train) [174][1660/3757] lr: 3.727e-05 eta: 1:48:00 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 13.0624 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.9195 loss: 1.9195 2022/06/27 14:32:46 - mmengine - INFO - Epoch(train) [174][1680/3757] lr: 3.727e-05 eta: 1:47:55 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 11.2791 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.3825 loss: 1.3825 2022/06/27 14:32:51 - mmengine - INFO - Epoch(train) [174][1700/3757] lr: 3.727e-05 eta: 1:47:50 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 13.3118 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.6824 loss: 1.6824 2022/06/27 14:32:57 - mmengine - INFO - Epoch(train) [174][1720/3757] lr: 3.727e-05 eta: 1:47:44 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 12.0285 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4240 loss: 1.4240 2022/06/27 14:33:02 - mmengine - INFO - Epoch(train) [174][1740/3757] lr: 3.727e-05 eta: 1:47:39 time: 0.263 data_time: 0.007 memory: 5036 grad_norm: 14.7952 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.4908 loss: 1.4908 2022/06/27 14:33:08 - mmengine - INFO - Epoch(train) [174][1760/3757] lr: 3.727e-05 eta: 1:47:34 time: 0.260 data_time: 0.009 memory: 5036 grad_norm: 9.8212 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.3725 loss: 1.3725 2022/06/27 14:33:13 - mmengine - INFO - Epoch(train) [174][1780/3757] lr: 3.727e-05 eta: 1:47:29 time: 0.259 data_time: 0.010 memory: 5036 grad_norm: 12.5999 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.2840 loss: 1.2840 2022/06/27 14:33:18 - mmengine - INFO - Epoch(train) [174][1800/3757] lr: 3.727e-05 eta: 1:47:23 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 11.5327 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.2616 loss: 1.2616 2022/06/27 14:33:24 - mmengine - INFO - Epoch(train) [174][1820/3757] lr: 3.727e-05 eta: 1:47:18 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 10.1386 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.9651 loss: 1.9651 2022/06/27 14:33:29 - mmengine - INFO - Epoch(train) [174][1840/3757] lr: 3.727e-05 eta: 1:47:13 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 13.7850 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6018 loss: 1.6018 2022/06/27 14:33:34 - mmengine - INFO - Epoch(train) [174][1860/3757] lr: 3.727e-05 eta: 1:47:07 time: 0.328 data_time: 0.009 memory: 5036 grad_norm: 13.3458 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6826 loss: 1.6826 2022/06/27 14:33:40 - mmengine - INFO - Epoch(train) [174][1880/3757] lr: 3.727e-05 eta: 1:47:02 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 11.7902 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.4352 loss: 1.4352 2022/06/27 14:33:45 - mmengine - INFO - Epoch(train) [174][1900/3757] lr: 3.727e-05 eta: 1:46:57 time: 0.263 data_time: 0.007 memory: 5036 grad_norm: 11.1633 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6713 loss: 1.6713 2022/06/27 14:33:50 - mmengine - INFO - Epoch(train) [174][1920/3757] lr: 3.727e-05 eta: 1:46:52 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 13.5724 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5911 loss: 1.5911 2022/06/27 14:33:55 - mmengine - INFO - Epoch(train) [174][1940/3757] lr: 3.727e-05 eta: 1:46:46 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 15.4338 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.1994 loss: 1.1994 2022/06/27 14:34:01 - mmengine - INFO - Epoch(train) [174][1960/3757] lr: 3.727e-05 eta: 1:46:41 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 12.9177 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8027 loss: 1.8027 2022/06/27 14:34:06 - mmengine - INFO - Epoch(train) [174][1980/3757] lr: 3.727e-05 eta: 1:46:36 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 9.6436 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3581 loss: 1.3581 2022/06/27 14:34:11 - mmengine - INFO - Epoch(train) [174][2000/3757] lr: 3.727e-05 eta: 1:46:31 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 10.5956 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4053 loss: 1.4053 2022/06/27 14:34:17 - mmengine - INFO - Epoch(train) [174][2020/3757] lr: 3.727e-05 eta: 1:46:25 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 11.7668 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.1648 loss: 1.1648 2022/06/27 14:34:22 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 14:34:22 - mmengine - INFO - Epoch(train) [174][2040/3757] lr: 3.727e-05 eta: 1:46:20 time: 0.263 data_time: 0.004 memory: 5036 grad_norm: 10.9475 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.5700 loss: 1.5700 2022/06/27 14:34:27 - mmengine - INFO - Epoch(train) [174][2060/3757] lr: 3.727e-05 eta: 1:46:15 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 10.6415 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7807 loss: 1.7807 2022/06/27 14:34:32 - mmengine - INFO - Epoch(train) [174][2080/3757] lr: 3.727e-05 eta: 1:46:10 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 11.3624 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4163 loss: 1.4163 2022/06/27 14:34:38 - mmengine - INFO - Epoch(train) [174][2100/3757] lr: 3.727e-05 eta: 1:46:04 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 10.5588 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4949 loss: 1.4949 2022/06/27 14:34:43 - mmengine - INFO - Epoch(train) [174][2120/3757] lr: 3.727e-05 eta: 1:45:59 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 13.5048 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.4486 loss: 1.4486 2022/06/27 14:34:48 - mmengine - INFO - Epoch(train) [174][2140/3757] lr: 3.727e-05 eta: 1:45:54 time: 0.265 data_time: 0.006 memory: 5036 grad_norm: 14.5067 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4732 loss: 1.4732 2022/06/27 14:34:53 - mmengine - INFO - Epoch(train) [174][2160/3757] lr: 3.727e-05 eta: 1:45:49 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 12.3500 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.7274 loss: 1.7274 2022/06/27 14:34:59 - mmengine - INFO - Epoch(train) [174][2180/3757] lr: 3.727e-05 eta: 1:45:43 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 11.1587 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7341 loss: 1.7341 2022/06/27 14:35:04 - mmengine - INFO - Epoch(train) [174][2200/3757] lr: 3.727e-05 eta: 1:45:38 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 12.5746 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4296 loss: 1.4296 2022/06/27 14:35:10 - mmengine - INFO - Epoch(train) [174][2220/3757] lr: 3.727e-05 eta: 1:45:33 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 12.8816 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 2.0024 loss: 2.0024 2022/06/27 14:35:15 - mmengine - INFO - Epoch(train) [174][2240/3757] lr: 3.727e-05 eta: 1:45:28 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 12.5955 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2866 loss: 1.2866 2022/06/27 14:35:20 - mmengine - INFO - Epoch(train) [174][2260/3757] lr: 3.727e-05 eta: 1:45:22 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 14.7431 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.4458 loss: 1.4458 2022/06/27 14:35:25 - mmengine - INFO - Epoch(train) [174][2280/3757] lr: 3.727e-05 eta: 1:45:17 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 11.9108 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3959 loss: 1.3959 2022/06/27 14:35:31 - mmengine - INFO - Epoch(train) [174][2300/3757] lr: 3.727e-05 eta: 1:45:12 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 13.9025 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3781 loss: 1.3781 2022/06/27 14:35:36 - mmengine - INFO - Epoch(train) [174][2320/3757] lr: 3.727e-05 eta: 1:45:06 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 11.7653 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3738 loss: 1.3738 2022/06/27 14:35:41 - mmengine - INFO - Epoch(train) [174][2340/3757] lr: 3.727e-05 eta: 1:45:01 time: 0.266 data_time: 0.003 memory: 5036 grad_norm: 12.8159 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3853 loss: 1.3853 2022/06/27 14:35:47 - mmengine - INFO - Epoch(train) [174][2360/3757] lr: 3.727e-05 eta: 1:44:56 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 13.7544 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7785 loss: 1.7785 2022/06/27 14:35:52 - mmengine - INFO - Epoch(train) [174][2380/3757] lr: 3.727e-05 eta: 1:44:51 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 11.6449 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.2421 loss: 1.2421 2022/06/27 14:35:57 - mmengine - INFO - Epoch(train) [174][2400/3757] lr: 3.727e-05 eta: 1:44:45 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 11.8751 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5909 loss: 1.5909 2022/06/27 14:36:03 - mmengine - INFO - Epoch(train) [174][2420/3757] lr: 3.727e-05 eta: 1:44:40 time: 0.255 data_time: 0.008 memory: 5036 grad_norm: 14.3437 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.0626 loss: 1.0626 2022/06/27 14:36:08 - mmengine - INFO - Epoch(train) [174][2440/3757] lr: 3.727e-05 eta: 1:44:35 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 12.2461 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.2461 loss: 1.2461 2022/06/27 14:36:13 - mmengine - INFO - Epoch(train) [174][2460/3757] lr: 3.727e-05 eta: 1:44:30 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 11.9137 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.8712 loss: 1.8712 2022/06/27 14:36:19 - mmengine - INFO - Epoch(train) [174][2480/3757] lr: 3.727e-05 eta: 1:44:24 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 13.4475 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4710 loss: 1.4710 2022/06/27 14:36:24 - mmengine - INFO - Epoch(train) [174][2500/3757] lr: 3.727e-05 eta: 1:44:19 time: 0.262 data_time: 0.012 memory: 5036 grad_norm: 12.7182 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9166 loss: 1.9166 2022/06/27 14:36:29 - mmengine - INFO - Epoch(train) [174][2520/3757] lr: 3.727e-05 eta: 1:44:14 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 14.2976 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.0406 loss: 1.0406 2022/06/27 14:36:35 - mmengine - INFO - Epoch(train) [174][2540/3757] lr: 3.727e-05 eta: 1:44:09 time: 0.273 data_time: 0.024 memory: 5036 grad_norm: 11.9920 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6134 loss: 1.6134 2022/06/27 14:36:40 - mmengine - INFO - Epoch(train) [174][2560/3757] lr: 3.727e-05 eta: 1:44:03 time: 0.261 data_time: 0.012 memory: 5036 grad_norm: 9.7477 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5566 loss: 1.5566 2022/06/27 14:36:46 - mmengine - INFO - Epoch(train) [174][2580/3757] lr: 3.727e-05 eta: 1:43:58 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 12.3637 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3430 loss: 1.3430 2022/06/27 14:36:51 - mmengine - INFO - Epoch(train) [174][2600/3757] lr: 3.727e-05 eta: 1:43:53 time: 0.260 data_time: 0.010 memory: 5036 grad_norm: 14.6233 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8661 loss: 1.8661 2022/06/27 14:36:56 - mmengine - INFO - Epoch(train) [174][2620/3757] lr: 3.727e-05 eta: 1:43:48 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 10.7060 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.5749 loss: 1.5749 2022/06/27 14:37:01 - mmengine - INFO - Epoch(train) [174][2640/3757] lr: 3.727e-05 eta: 1:43:42 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 14.7058 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5679 loss: 1.5679 2022/06/27 14:37:07 - mmengine - INFO - Epoch(train) [174][2660/3757] lr: 3.727e-05 eta: 1:43:37 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 10.7928 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.7638 loss: 1.7638 2022/06/27 14:37:12 - mmengine - INFO - Epoch(train) [174][2680/3757] lr: 3.727e-05 eta: 1:43:32 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 11.3905 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7668 loss: 1.7668 2022/06/27 14:37:17 - mmengine - INFO - Epoch(train) [174][2700/3757] lr: 3.727e-05 eta: 1:43:27 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 12.2224 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.4829 loss: 1.4829 2022/06/27 14:37:22 - mmengine - INFO - Epoch(train) [174][2720/3757] lr: 3.727e-05 eta: 1:43:21 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 11.6712 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.6562 loss: 1.6562 2022/06/27 14:37:28 - mmengine - INFO - Epoch(train) [174][2740/3757] lr: 3.727e-05 eta: 1:43:16 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 10.8675 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.0820 loss: 1.0820 2022/06/27 14:37:33 - mmengine - INFO - Epoch(train) [174][2760/3757] lr: 3.727e-05 eta: 1:43:11 time: 0.255 data_time: 0.004 memory: 5036 grad_norm: 11.8112 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.2762 loss: 1.2762 2022/06/27 14:37:39 - mmengine - INFO - Epoch(train) [174][2780/3757] lr: 3.727e-05 eta: 1:43:06 time: 0.256 data_time: 0.008 memory: 5036 grad_norm: 15.1580 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.1255 loss: 2.1255 2022/06/27 14:37:44 - mmengine - INFO - Epoch(train) [174][2800/3757] lr: 3.727e-05 eta: 1:43:00 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 12.4650 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.1219 loss: 1.1219 2022/06/27 14:37:49 - mmengine - INFO - Epoch(train) [174][2820/3757] lr: 3.727e-05 eta: 1:42:55 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 11.5398 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.2860 loss: 1.2860 2022/06/27 14:37:54 - mmengine - INFO - Epoch(train) [174][2840/3757] lr: 3.727e-05 eta: 1:42:50 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 11.6799 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.6599 loss: 1.6599 2022/06/27 14:38:00 - mmengine - INFO - Epoch(train) [174][2860/3757] lr: 3.727e-05 eta: 1:42:44 time: 0.257 data_time: 0.010 memory: 5036 grad_norm: 13.1576 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.5111 loss: 1.5111 2022/06/27 14:38:05 - mmengine - INFO - Epoch(train) [174][2880/3757] lr: 3.727e-05 eta: 1:42:39 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 12.2019 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3366 loss: 1.3366 2022/06/27 14:38:10 - mmengine - INFO - Epoch(train) [174][2900/3757] lr: 3.727e-05 eta: 1:42:34 time: 0.261 data_time: 0.009 memory: 5036 grad_norm: 12.2713 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1551 loss: 1.1551 2022/06/27 14:38:16 - mmengine - INFO - Epoch(train) [174][2920/3757] lr: 3.727e-05 eta: 1:42:29 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 11.8445 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6060 loss: 1.6060 2022/06/27 14:38:21 - mmengine - INFO - Epoch(train) [174][2940/3757] lr: 3.727e-05 eta: 1:42:23 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 12.8939 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3827 loss: 1.3827 2022/06/27 14:38:26 - mmengine - INFO - Epoch(train) [174][2960/3757] lr: 3.727e-05 eta: 1:42:18 time: 0.257 data_time: 0.013 memory: 5036 grad_norm: 14.6111 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4923 loss: 1.4923 2022/06/27 14:38:31 - mmengine - INFO - Epoch(train) [174][2980/3757] lr: 3.727e-05 eta: 1:42:13 time: 0.270 data_time: 0.007 memory: 5036 grad_norm: 13.1942 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.4219 loss: 1.4219 2022/06/27 14:38:37 - mmengine - INFO - Epoch(train) [174][3000/3757] lr: 3.727e-05 eta: 1:42:08 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 14.2338 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5763 loss: 1.5763 2022/06/27 14:38:42 - mmengine - INFO - Epoch(train) [174][3020/3757] lr: 3.727e-05 eta: 1:42:02 time: 0.253 data_time: 0.010 memory: 5036 grad_norm: 13.0113 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6152 loss: 1.6152 2022/06/27 14:38:47 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 14:38:47 - mmengine - INFO - Epoch(train) [174][3040/3757] lr: 3.727e-05 eta: 1:41:57 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 13.8341 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3386 loss: 1.3386 2022/06/27 14:38:52 - mmengine - INFO - Epoch(train) [174][3060/3757] lr: 3.727e-05 eta: 1:41:52 time: 0.259 data_time: 0.010 memory: 5036 grad_norm: 14.9608 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7782 loss: 1.7782 2022/06/27 14:38:58 - mmengine - INFO - Epoch(train) [174][3080/3757] lr: 3.727e-05 eta: 1:41:47 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 13.5277 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.1572 loss: 1.1572 2022/06/27 14:39:03 - mmengine - INFO - Epoch(train) [174][3100/3757] lr: 3.727e-05 eta: 1:41:41 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 16.0773 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5996 loss: 1.5996 2022/06/27 14:39:08 - mmengine - INFO - Epoch(train) [174][3120/3757] lr: 3.727e-05 eta: 1:41:36 time: 0.265 data_time: 0.004 memory: 5036 grad_norm: 11.3210 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3577 loss: 1.3577 2022/06/27 14:39:14 - mmengine - INFO - Epoch(train) [174][3140/3757] lr: 3.727e-05 eta: 1:41:31 time: 0.266 data_time: 0.007 memory: 5036 grad_norm: 12.1698 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3303 loss: 1.3303 2022/06/27 14:39:19 - mmengine - INFO - Epoch(train) [174][3160/3757] lr: 3.727e-05 eta: 1:41:26 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 11.4547 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5434 loss: 1.5434 2022/06/27 14:39:24 - mmengine - INFO - Epoch(train) [174][3180/3757] lr: 3.727e-05 eta: 1:41:20 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 12.3639 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3184 loss: 1.3184 2022/06/27 14:39:30 - mmengine - INFO - Epoch(train) [174][3200/3757] lr: 3.727e-05 eta: 1:41:15 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 11.1764 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5681 loss: 1.5681 2022/06/27 14:39:35 - mmengine - INFO - Epoch(train) [174][3220/3757] lr: 3.727e-05 eta: 1:41:10 time: 0.264 data_time: 0.007 memory: 5036 grad_norm: 11.7948 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1825 loss: 1.1825 2022/06/27 14:39:40 - mmengine - INFO - Epoch(train) [174][3240/3757] lr: 3.727e-05 eta: 1:41:05 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 9.0447 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6762 loss: 1.6762 2022/06/27 14:39:46 - mmengine - INFO - Epoch(train) [174][3260/3757] lr: 3.727e-05 eta: 1:40:59 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 12.3044 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4568 loss: 1.4568 2022/06/27 14:39:51 - mmengine - INFO - Epoch(train) [174][3280/3757] lr: 3.727e-05 eta: 1:40:54 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 15.4299 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.7653 loss: 1.7653 2022/06/27 14:39:56 - mmengine - INFO - Epoch(train) [174][3300/3757] lr: 3.727e-05 eta: 1:40:49 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 13.4919 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.2293 loss: 1.2293 2022/06/27 14:40:01 - mmengine - INFO - Epoch(train) [174][3320/3757] lr: 3.727e-05 eta: 1:40:43 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 12.5743 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.1792 loss: 1.1792 2022/06/27 14:40:07 - mmengine - INFO - Epoch(train) [174][3340/3757] lr: 3.727e-05 eta: 1:40:38 time: 0.252 data_time: 0.005 memory: 5036 grad_norm: 11.9064 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7415 loss: 1.7415 2022/06/27 14:40:12 - mmengine - INFO - Epoch(train) [174][3360/3757] lr: 3.727e-05 eta: 1:40:33 time: 0.270 data_time: 0.007 memory: 5036 grad_norm: 13.7041 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3609 loss: 1.3609 2022/06/27 14:40:18 - mmengine - INFO - Epoch(train) [174][3380/3757] lr: 3.727e-05 eta: 1:40:28 time: 0.259 data_time: 0.010 memory: 5036 grad_norm: 14.3049 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.8127 loss: 1.8127 2022/06/27 14:40:23 - mmengine - INFO - Epoch(train) [174][3400/3757] lr: 3.727e-05 eta: 1:40:22 time: 0.266 data_time: 0.007 memory: 5036 grad_norm: 12.2469 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.4562 loss: 1.4562 2022/06/27 14:40:28 - mmengine - INFO - Epoch(train) [174][3420/3757] lr: 3.727e-05 eta: 1:40:17 time: 0.268 data_time: 0.007 memory: 5036 grad_norm: 13.9763 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5080 loss: 1.5080 2022/06/27 14:40:33 - mmengine - INFO - Epoch(train) [174][3440/3757] lr: 3.727e-05 eta: 1:40:12 time: 0.259 data_time: 0.010 memory: 5036 grad_norm: 12.2540 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5397 loss: 1.5397 2022/06/27 14:40:39 - mmengine - INFO - Epoch(train) [174][3460/3757] lr: 3.727e-05 eta: 1:40:07 time: 0.266 data_time: 0.003 memory: 5036 grad_norm: 11.5671 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4971 loss: 1.4971 2022/06/27 14:40:44 - mmengine - INFO - Epoch(train) [174][3480/3757] lr: 3.727e-05 eta: 1:40:01 time: 0.250 data_time: 0.004 memory: 5036 grad_norm: 12.9324 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5270 loss: 1.5270 2022/06/27 14:40:50 - mmengine - INFO - Epoch(train) [174][3500/3757] lr: 3.727e-05 eta: 1:39:56 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 12.9594 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6572 loss: 1.6572 2022/06/27 14:40:55 - mmengine - INFO - Epoch(train) [174][3520/3757] lr: 3.727e-05 eta: 1:39:51 time: 0.266 data_time: 0.004 memory: 5036 grad_norm: 13.0695 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.4956 loss: 1.4956 2022/06/27 14:41:00 - mmengine - INFO - Epoch(train) [174][3540/3757] lr: 3.727e-05 eta: 1:39:46 time: 0.271 data_time: 0.007 memory: 5036 grad_norm: 10.4602 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.0653 loss: 1.0653 2022/06/27 14:41:06 - mmengine - INFO - Epoch(train) [174][3560/3757] lr: 3.727e-05 eta: 1:39:40 time: 0.263 data_time: 0.007 memory: 5036 grad_norm: 11.3540 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.5724 loss: 1.5724 2022/06/27 14:41:11 - mmengine - INFO - Epoch(train) [174][3580/3757] lr: 3.727e-05 eta: 1:39:35 time: 0.261 data_time: 0.010 memory: 5036 grad_norm: 13.8794 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5785 loss: 1.5785 2022/06/27 14:41:16 - mmengine - INFO - Epoch(train) [174][3600/3757] lr: 3.727e-05 eta: 1:39:30 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 10.6168 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5333 loss: 1.5333 2022/06/27 14:41:22 - mmengine - INFO - Epoch(train) [174][3620/3757] lr: 3.727e-05 eta: 1:39:25 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 14.8682 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.6677 loss: 1.6677 2022/06/27 14:41:27 - mmengine - INFO - Epoch(train) [174][3640/3757] lr: 3.727e-05 eta: 1:39:19 time: 0.267 data_time: 0.006 memory: 5036 grad_norm: 10.9975 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6418 loss: 1.6418 2022/06/27 14:41:32 - mmengine - INFO - Epoch(train) [174][3660/3757] lr: 3.727e-05 eta: 1:39:14 time: 0.269 data_time: 0.006 memory: 5036 grad_norm: 10.4251 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.5670 loss: 1.5670 2022/06/27 14:41:38 - mmengine - INFO - Epoch(train) [174][3680/3757] lr: 3.727e-05 eta: 1:39:09 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 11.2812 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7955 loss: 1.7955 2022/06/27 14:41:43 - mmengine - INFO - Epoch(train) [174][3700/3757] lr: 3.727e-05 eta: 1:39:04 time: 0.264 data_time: 0.007 memory: 5036 grad_norm: 16.1191 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5858 loss: 1.5858 2022/06/27 14:41:48 - mmengine - INFO - Epoch(train) [174][3720/3757] lr: 3.727e-05 eta: 1:38:58 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 15.7597 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.4244 loss: 1.4244 2022/06/27 14:41:53 - mmengine - INFO - Epoch(train) [174][3740/3757] lr: 3.727e-05 eta: 1:38:53 time: 0.242 data_time: 0.006 memory: 5036 grad_norm: 13.0852 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.2964 loss: 1.2964 2022/06/27 14:41:58 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 14:41:58 - mmengine - INFO - Saving checkpoint at 174 epochs 2022/06/27 14:42:11 - mmengine - INFO - Epoch(val) [174][20/310] eta: 0:01:41 time: 0.221 data_time: 0.120 memory: 5036 2022/06/27 14:42:15 - mmengine - INFO - Epoch(val) [174][40/310] eta: 0:01:33 time: 0.103 data_time: 0.002 memory: 1723 2022/06/27 14:42:20 - mmengine - INFO - Epoch(val) [174][60/310] eta: 0:00:26 time: 0.103 data_time: 0.001 memory: 1723 2022/06/27 14:42:24 - mmengine - INFO - Epoch(val) [174][80/310] eta: 0:00:24 time: 0.103 data_time: 0.001 memory: 1723 2022/06/27 14:42:32 - mmengine - INFO - Epoch(val) [174][100/310] eta: 0:01:19 time: 0.112 data_time: 0.002 memory: 1723 2022/06/27 14:42:38 - mmengine - INFO - Epoch(val) [174][120/310] eta: 0:01:42 time: 2.332 data_time: 2.214 memory: 1723 2022/06/27 14:42:43 - mmengine - INFO - Epoch(val) [174][140/310] eta: 0:01:01 time: 0.103 data_time: 0.002 memory: 1723 2022/06/27 14:42:48 - mmengine - INFO - Epoch(val) [174][160/310] eta: 0:00:52 time: 0.108 data_time: 0.001 memory: 1723 2022/06/27 14:42:52 - mmengine - INFO - Epoch(val) [174][180/310] eta: 0:00:13 time: 0.111 data_time: 0.010 memory: 1723 2022/06/27 14:42:59 - mmengine - INFO - Epoch(val) [174][200/310] eta: 0:00:37 time: 2.458 data_time: 2.333 memory: 1723 2022/06/27 14:43:04 - mmengine - INFO - Epoch(val) [174][220/310] eta: 0:00:30 time: 0.103 data_time: 0.002 memory: 1723 2022/06/27 14:43:08 - mmengine - INFO - Epoch(val) [174][240/310] eta: 0:00:20 time: 0.103 data_time: 0.002 memory: 1723 2022/06/27 14:43:15 - mmengine - INFO - Epoch(val) [174][260/310] eta: 0:00:16 time: 0.103 data_time: 0.001 memory: 1723 2022/06/27 14:43:20 - mmengine - INFO - Epoch(val) [174][280/310] eta: 0:00:03 time: 0.116 data_time: 0.002 memory: 1723 2022/06/27 14:43:22 - mmengine - INFO - Epoch(val) [174][300/310] eta: 0:00:01 time: 0.097 data_time: 0.001 memory: 1723 2022/06/27 14:43:24 - mmengine - INFO - Epoch(val) [174][310/310] acc/top1: 0.6121 acc/top5: 0.8299 acc/mean1: 0.6120 2022/06/27 14:43:35 - mmengine - INFO - Epoch(train) [175][20/3757] lr: 2.739e-05 eta: 1:38:43 time: 0.251 data_time: 0.004 memory: 5036 grad_norm: 13.6394 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2024 loss: 1.2024 2022/06/27 14:43:40 - mmengine - INFO - Epoch(train) [175][40/3757] lr: 2.739e-05 eta: 1:38:38 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 13.6735 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 2.0455 loss: 2.0455 2022/06/27 14:43:46 - mmengine - INFO - Epoch(train) [175][60/3757] lr: 2.739e-05 eta: 1:38:33 time: 0.445 data_time: 0.004 memory: 5036 grad_norm: 12.5531 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5345 loss: 1.5345 2022/06/27 14:43:51 - mmengine - INFO - Epoch(train) [175][80/3757] lr: 2.739e-05 eta: 1:38:28 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 12.6116 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9250 loss: 1.9250 2022/06/27 14:43:56 - mmengine - INFO - Epoch(train) [175][100/3757] lr: 2.739e-05 eta: 1:38:22 time: 0.259 data_time: 0.004 memory: 5036 grad_norm: 10.8834 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5156 loss: 1.5156 2022/06/27 14:44:02 - mmengine - INFO - Epoch(train) [175][120/3757] lr: 2.739e-05 eta: 1:38:17 time: 0.254 data_time: 0.004 memory: 5036 grad_norm: 13.6828 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.3622 loss: 1.3622 2022/06/27 14:44:07 - mmengine - INFO - Epoch(train) [175][140/3757] lr: 2.739e-05 eta: 1:38:12 time: 0.253 data_time: 0.004 memory: 5036 grad_norm: 13.9714 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3289 loss: 1.3289 2022/06/27 14:44:12 - mmengine - INFO - Epoch(train) [175][160/3757] lr: 2.739e-05 eta: 1:38:07 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 12.8979 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.2574 loss: 1.2574 2022/06/27 14:44:18 - mmengine - INFO - Epoch(train) [175][180/3757] lr: 2.739e-05 eta: 1:38:01 time: 0.264 data_time: 0.004 memory: 5036 grad_norm: 12.8565 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5777 loss: 1.5777 2022/06/27 14:44:23 - mmengine - INFO - Epoch(train) [175][200/3757] lr: 2.739e-05 eta: 1:37:56 time: 0.264 data_time: 0.004 memory: 5036 grad_norm: 14.8977 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6926 loss: 1.6926 2022/06/27 14:44:28 - mmengine - INFO - Epoch(train) [175][220/3757] lr: 2.739e-05 eta: 1:37:51 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 13.4926 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7751 loss: 1.7751 2022/06/27 14:44:34 - mmengine - INFO - Epoch(train) [175][240/3757] lr: 2.739e-05 eta: 1:37:46 time: 0.265 data_time: 0.007 memory: 5036 grad_norm: 13.8037 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5970 loss: 1.5970 2022/06/27 14:44:39 - mmengine - INFO - Epoch(train) [175][260/3757] lr: 2.739e-05 eta: 1:37:40 time: 0.267 data_time: 0.007 memory: 5036 grad_norm: 12.5841 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.1644 loss: 2.1644 2022/06/27 14:44:45 - mmengine - INFO - Epoch(train) [175][280/3757] lr: 2.739e-05 eta: 1:37:35 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 13.4934 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4352 loss: 1.4352 2022/06/27 14:44:45 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 14:44:50 - mmengine - INFO - Epoch(train) [175][300/3757] lr: 2.739e-05 eta: 1:37:30 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 10.1581 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.6575 loss: 1.6575 2022/06/27 14:44:55 - mmengine - INFO - Epoch(train) [175][320/3757] lr: 2.739e-05 eta: 1:37:25 time: 0.354 data_time: 0.007 memory: 5036 grad_norm: 15.3299 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.3428 loss: 1.3428 2022/06/27 14:45:01 - mmengine - INFO - Epoch(train) [175][340/3757] lr: 2.739e-05 eta: 1:37:19 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 12.1548 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5761 loss: 1.5761 2022/06/27 14:45:06 - mmengine - INFO - Epoch(train) [175][360/3757] lr: 2.739e-05 eta: 1:37:14 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 14.5927 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4336 loss: 1.4336 2022/06/27 14:45:11 - mmengine - INFO - Epoch(train) [175][380/3757] lr: 2.739e-05 eta: 1:37:09 time: 0.254 data_time: 0.004 memory: 5036 grad_norm: 11.2168 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.7349 loss: 1.7349 2022/06/27 14:45:17 - mmengine - INFO - Epoch(train) [175][400/3757] lr: 2.739e-05 eta: 1:37:04 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 12.2621 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2877 loss: 1.2877 2022/06/27 14:45:22 - mmengine - INFO - Epoch(train) [175][420/3757] lr: 2.739e-05 eta: 1:36:58 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 12.1208 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4040 loss: 1.4040 2022/06/27 14:45:27 - mmengine - INFO - Epoch(train) [175][440/3757] lr: 2.739e-05 eta: 1:36:53 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 12.4379 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5852 loss: 1.5852 2022/06/27 14:45:32 - mmengine - INFO - Epoch(train) [175][460/3757] lr: 2.739e-05 eta: 1:36:48 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 9.8391 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4392 loss: 1.4392 2022/06/27 14:45:38 - mmengine - INFO - Epoch(train) [175][480/3757] lr: 2.739e-05 eta: 1:36:42 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 12.6709 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7173 loss: 1.7173 2022/06/27 14:45:43 - mmengine - INFO - Epoch(train) [175][500/3757] lr: 2.739e-05 eta: 1:36:37 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 11.8731 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3031 loss: 1.3031 2022/06/27 14:45:48 - mmengine - INFO - Epoch(train) [175][520/3757] lr: 2.739e-05 eta: 1:36:32 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 12.3751 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4676 loss: 1.4676 2022/06/27 14:45:53 - mmengine - INFO - Epoch(train) [175][540/3757] lr: 2.739e-05 eta: 1:36:27 time: 0.260 data_time: 0.010 memory: 5036 grad_norm: 13.2811 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.9623 loss: 1.9623 2022/06/27 14:45:59 - mmengine - INFO - Epoch(train) [175][560/3757] lr: 2.739e-05 eta: 1:36:21 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 10.8532 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.2777 loss: 1.2777 2022/06/27 14:46:04 - mmengine - INFO - Epoch(train) [175][580/3757] lr: 2.739e-05 eta: 1:36:16 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 13.7368 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.2603 loss: 1.2603 2022/06/27 14:46:09 - mmengine - INFO - Epoch(train) [175][600/3757] lr: 2.739e-05 eta: 1:36:11 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 10.8698 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.8371 loss: 1.8371 2022/06/27 14:46:15 - mmengine - INFO - Epoch(train) [175][620/3757] lr: 2.739e-05 eta: 1:36:06 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 12.1544 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5300 loss: 1.5300 2022/06/27 14:46:20 - mmengine - INFO - Epoch(train) [175][640/3757] lr: 2.739e-05 eta: 1:36:00 time: 0.266 data_time: 0.006 memory: 5036 grad_norm: 14.0268 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.4326 loss: 1.4326 2022/06/27 14:46:25 - mmengine - INFO - Epoch(train) [175][660/3757] lr: 2.739e-05 eta: 1:35:55 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 13.0275 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6933 loss: 1.6933 2022/06/27 14:46:31 - mmengine - INFO - Epoch(train) [175][680/3757] lr: 2.739e-05 eta: 1:35:50 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 11.9305 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.1956 loss: 1.1956 2022/06/27 14:46:36 - mmengine - INFO - Epoch(train) [175][700/3757] lr: 2.739e-05 eta: 1:35:45 time: 0.257 data_time: 0.010 memory: 5036 grad_norm: 13.1452 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5093 loss: 1.5093 2022/06/27 14:46:42 - mmengine - INFO - Epoch(train) [175][720/3757] lr: 2.739e-05 eta: 1:35:39 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 13.4835 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4105 loss: 1.4105 2022/06/27 14:46:47 - mmengine - INFO - Epoch(train) [175][740/3757] lr: 2.739e-05 eta: 1:35:34 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 13.0076 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.2742 loss: 1.2742 2022/06/27 14:46:52 - mmengine - INFO - Epoch(train) [175][760/3757] lr: 2.739e-05 eta: 1:35:29 time: 0.266 data_time: 0.007 memory: 5036 grad_norm: 10.3129 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4290 loss: 1.4290 2022/06/27 14:46:58 - mmengine - INFO - Epoch(train) [175][780/3757] lr: 2.739e-05 eta: 1:35:24 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 12.9325 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5945 loss: 1.5945 2022/06/27 14:47:03 - mmengine - INFO - Epoch(train) [175][800/3757] lr: 2.739e-05 eta: 1:35:18 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 11.8117 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8392 loss: 1.8392 2022/06/27 14:47:08 - mmengine - INFO - Epoch(train) [175][820/3757] lr: 2.739e-05 eta: 1:35:13 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 12.0997 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5119 loss: 1.5119 2022/06/27 14:47:13 - mmengine - INFO - Epoch(train) [175][840/3757] lr: 2.739e-05 eta: 1:35:08 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 13.3274 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.3051 loss: 1.3051 2022/06/27 14:47:19 - mmengine - INFO - Epoch(train) [175][860/3757] lr: 2.739e-05 eta: 1:35:03 time: 0.258 data_time: 0.004 memory: 5036 grad_norm: 11.8973 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4484 loss: 1.4484 2022/06/27 14:47:24 - mmengine - INFO - Epoch(train) [175][880/3757] lr: 2.739e-05 eta: 1:34:57 time: 0.266 data_time: 0.006 memory: 5036 grad_norm: 11.8433 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6736 loss: 1.6736 2022/06/27 14:47:29 - mmengine - INFO - Epoch(train) [175][900/3757] lr: 2.739e-05 eta: 1:34:52 time: 0.260 data_time: 0.011 memory: 5036 grad_norm: 11.9423 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.7779 loss: 1.7779 2022/06/27 14:47:34 - mmengine - INFO - Epoch(train) [175][920/3757] lr: 2.739e-05 eta: 1:34:47 time: 0.259 data_time: 0.004 memory: 5036 grad_norm: 12.2489 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.8235 loss: 1.8235 2022/06/27 14:47:40 - mmengine - INFO - Epoch(train) [175][940/3757] lr: 2.739e-05 eta: 1:34:42 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 17.5445 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.6884 loss: 1.6884 2022/06/27 14:47:45 - mmengine - INFO - Epoch(train) [175][960/3757] lr: 2.739e-05 eta: 1:34:36 time: 0.266 data_time: 0.010 memory: 5036 grad_norm: 12.2471 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6281 loss: 1.6281 2022/06/27 14:47:51 - mmengine - INFO - Epoch(train) [175][980/3757] lr: 2.739e-05 eta: 1:34:31 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 15.6967 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5981 loss: 1.5981 2022/06/27 14:47:56 - mmengine - INFO - Epoch(train) [175][1000/3757] lr: 2.739e-05 eta: 1:34:26 time: 0.349 data_time: 0.025 memory: 5036 grad_norm: 12.8025 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3398 loss: 1.3398 2022/06/27 14:48:02 - mmengine - INFO - Epoch(train) [175][1020/3757] lr: 2.739e-05 eta: 1:34:20 time: 0.267 data_time: 0.009 memory: 5036 grad_norm: 12.3908 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5638 loss: 1.5638 2022/06/27 14:48:07 - mmengine - INFO - Epoch(train) [175][1040/3757] lr: 2.739e-05 eta: 1:34:15 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 11.4294 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3923 loss: 1.3923 2022/06/27 14:48:12 - mmengine - INFO - Epoch(train) [175][1060/3757] lr: 2.739e-05 eta: 1:34:10 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 11.9046 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.2910 loss: 1.2910 2022/06/27 14:48:17 - mmengine - INFO - Epoch(train) [175][1080/3757] lr: 2.739e-05 eta: 1:34:05 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 10.0635 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5294 loss: 1.5294 2022/06/27 14:48:23 - mmengine - INFO - Epoch(train) [175][1100/3757] lr: 2.739e-05 eta: 1:33:59 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 16.4447 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.6978 loss: 1.6978 2022/06/27 14:48:28 - mmengine - INFO - Epoch(train) [175][1120/3757] lr: 2.739e-05 eta: 1:33:54 time: 0.259 data_time: 0.008 memory: 5036 grad_norm: 11.3282 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5570 loss: 1.5570 2022/06/27 14:48:33 - mmengine - INFO - Epoch(train) [175][1140/3757] lr: 2.739e-05 eta: 1:33:49 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 12.4063 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3065 loss: 1.3065 2022/06/27 14:48:39 - mmengine - INFO - Epoch(train) [175][1160/3757] lr: 2.739e-05 eta: 1:33:44 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 12.7324 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2408 loss: 1.2408 2022/06/27 14:48:44 - mmengine - INFO - Epoch(train) [175][1180/3757] lr: 2.739e-05 eta: 1:33:38 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 11.2106 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.6352 loss: 1.6352 2022/06/27 14:48:50 - mmengine - INFO - Epoch(train) [175][1200/3757] lr: 2.739e-05 eta: 1:33:33 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 11.9536 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.4905 loss: 1.4905 2022/06/27 14:48:55 - mmengine - INFO - Epoch(train) [175][1220/3757] lr: 2.739e-05 eta: 1:33:28 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 12.9991 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.1750 loss: 1.1750 2022/06/27 14:49:00 - mmengine - INFO - Epoch(train) [175][1240/3757] lr: 2.739e-05 eta: 1:33:23 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 12.3480 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2700 loss: 1.2700 2022/06/27 14:49:06 - mmengine - INFO - Epoch(train) [175][1260/3757] lr: 2.739e-05 eta: 1:33:17 time: 0.607 data_time: 0.006 memory: 5036 grad_norm: 13.9434 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.4333 loss: 1.4333 2022/06/27 14:49:11 - mmengine - INFO - Epoch(train) [175][1280/3757] lr: 2.739e-05 eta: 1:33:12 time: 0.255 data_time: 0.010 memory: 5036 grad_norm: 15.6533 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3990 loss: 1.3990 2022/06/27 14:49:12 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 14:49:17 - mmengine - INFO - Epoch(train) [175][1300/3757] lr: 2.739e-05 eta: 1:33:07 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 12.8434 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.6413 loss: 1.6413 2022/06/27 14:49:22 - mmengine - INFO - Epoch(train) [175][1320/3757] lr: 2.739e-05 eta: 1:33:02 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 13.0527 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4977 loss: 1.4977 2022/06/27 14:49:27 - mmengine - INFO - Epoch(train) [175][1340/3757] lr: 2.739e-05 eta: 1:32:56 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 11.6627 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8121 loss: 1.8121 2022/06/27 14:49:32 - mmengine - INFO - Epoch(train) [175][1360/3757] lr: 2.739e-05 eta: 1:32:51 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 13.6561 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5734 loss: 1.5734 2022/06/27 14:49:38 - mmengine - INFO - Epoch(train) [175][1380/3757] lr: 2.739e-05 eta: 1:32:46 time: 0.264 data_time: 0.007 memory: 5036 grad_norm: 14.0766 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6249 loss: 1.6249 2022/06/27 14:49:43 - mmengine - INFO - Epoch(train) [175][1400/3757] lr: 2.739e-05 eta: 1:32:41 time: 0.260 data_time: 0.010 memory: 5036 grad_norm: 13.2802 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2778 loss: 1.2778 2022/06/27 14:49:49 - mmengine - INFO - Epoch(train) [175][1420/3757] lr: 2.739e-05 eta: 1:32:35 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 12.9851 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.2807 loss: 1.2807 2022/06/27 14:49:54 - mmengine - INFO - Epoch(train) [175][1440/3757] lr: 2.739e-05 eta: 1:32:30 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 11.3119 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.5486 loss: 1.5486 2022/06/27 14:49:59 - mmengine - INFO - Epoch(train) [175][1460/3757] lr: 2.739e-05 eta: 1:32:25 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 12.1150 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4695 loss: 1.4695 2022/06/27 14:50:05 - mmengine - INFO - Epoch(train) [175][1480/3757] lr: 2.739e-05 eta: 1:32:20 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 13.3559 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4778 loss: 1.4778 2022/06/27 14:50:10 - mmengine - INFO - Epoch(train) [175][1500/3757] lr: 2.739e-05 eta: 1:32:14 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 11.6284 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.6257 loss: 1.6257 2022/06/27 14:50:15 - mmengine - INFO - Epoch(train) [175][1520/3757] lr: 2.739e-05 eta: 1:32:09 time: 0.265 data_time: 0.009 memory: 5036 grad_norm: 13.3558 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3140 loss: 1.3140 2022/06/27 14:50:20 - mmengine - INFO - Epoch(train) [175][1540/3757] lr: 2.739e-05 eta: 1:32:04 time: 0.254 data_time: 0.004 memory: 5036 grad_norm: 13.7062 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.4044 loss: 1.4044 2022/06/27 14:50:26 - mmengine - INFO - Epoch(train) [175][1560/3757] lr: 2.739e-05 eta: 1:31:58 time: 0.329 data_time: 0.007 memory: 5036 grad_norm: 10.3615 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.9246 loss: 0.9246 2022/06/27 14:50:31 - mmengine - INFO - Epoch(train) [175][1580/3757] lr: 2.739e-05 eta: 1:31:53 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 14.1785 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3912 loss: 1.3912 2022/06/27 14:50:37 - mmengine - INFO - Epoch(train) [175][1600/3757] lr: 2.739e-05 eta: 1:31:48 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 15.4048 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.7076 loss: 1.7076 2022/06/27 14:50:42 - mmengine - INFO - Epoch(train) [175][1620/3757] lr: 2.739e-05 eta: 1:31:43 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 15.7385 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.6356 loss: 1.6356 2022/06/27 14:50:47 - mmengine - INFO - Epoch(train) [175][1640/3757] lr: 2.739e-05 eta: 1:31:37 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 14.3281 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7233 loss: 1.7233 2022/06/27 14:50:53 - mmengine - INFO - Epoch(train) [175][1660/3757] lr: 2.739e-05 eta: 1:31:32 time: 0.268 data_time: 0.007 memory: 5036 grad_norm: 13.7940 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7301 loss: 1.7301 2022/06/27 14:50:58 - mmengine - INFO - Epoch(train) [175][1680/3757] lr: 2.739e-05 eta: 1:31:27 time: 0.271 data_time: 0.007 memory: 5036 grad_norm: 15.3525 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 1.5434 loss: 1.5434 2022/06/27 14:51:03 - mmengine - INFO - Epoch(train) [175][1700/3757] lr: 2.739e-05 eta: 1:31:22 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 12.6943 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.6819 loss: 1.6819 2022/06/27 14:51:08 - mmengine - INFO - Epoch(train) [175][1720/3757] lr: 2.739e-05 eta: 1:31:16 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 9.9716 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.6050 loss: 1.6050 2022/06/27 14:51:14 - mmengine - INFO - Epoch(train) [175][1740/3757] lr: 2.739e-05 eta: 1:31:11 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 13.1639 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.2596 loss: 1.2596 2022/06/27 14:51:19 - mmengine - INFO - Epoch(train) [175][1760/3757] lr: 2.739e-05 eta: 1:31:06 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 13.6712 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2688 loss: 1.2688 2022/06/27 14:51:24 - mmengine - INFO - Epoch(train) [175][1780/3757] lr: 2.739e-05 eta: 1:31:01 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 11.3087 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2157 loss: 1.2157 2022/06/27 14:51:30 - mmengine - INFO - Epoch(train) [175][1800/3757] lr: 2.739e-05 eta: 1:30:55 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 11.7019 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.0501 loss: 1.0501 2022/06/27 14:51:35 - mmengine - INFO - Epoch(train) [175][1820/3757] lr: 2.739e-05 eta: 1:30:50 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 13.1530 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.4453 loss: 1.4453 2022/06/27 14:51:40 - mmengine - INFO - Epoch(train) [175][1840/3757] lr: 2.739e-05 eta: 1:30:45 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 12.9146 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2614 loss: 1.2614 2022/06/27 14:51:45 - mmengine - INFO - Epoch(train) [175][1860/3757] lr: 2.739e-05 eta: 1:30:40 time: 0.252 data_time: 0.010 memory: 5036 grad_norm: 15.0116 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.1498 loss: 1.1498 2022/06/27 14:51:51 - mmengine - INFO - Epoch(train) [175][1880/3757] lr: 2.739e-05 eta: 1:30:34 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 10.1237 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.4104 loss: 1.4104 2022/06/27 14:51:57 - mmengine - INFO - Epoch(train) [175][1900/3757] lr: 2.739e-05 eta: 1:30:29 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 15.0275 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4344 loss: 1.4344 2022/06/27 14:52:02 - mmengine - INFO - Epoch(train) [175][1920/3757] lr: 2.739e-05 eta: 1:30:24 time: 0.262 data_time: 0.009 memory: 5036 grad_norm: 10.6583 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5436 loss: 1.5436 2022/06/27 14:52:07 - mmengine - INFO - Epoch(train) [175][1940/3757] lr: 2.739e-05 eta: 1:30:19 time: 0.262 data_time: 0.011 memory: 5036 grad_norm: 13.8922 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5160 loss: 1.5160 2022/06/27 14:52:12 - mmengine - INFO - Epoch(train) [175][1960/3757] lr: 2.739e-05 eta: 1:30:13 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 14.2249 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4321 loss: 1.4321 2022/06/27 14:52:18 - mmengine - INFO - Epoch(train) [175][1980/3757] lr: 2.739e-05 eta: 1:30:08 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 11.1030 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6968 loss: 1.6968 2022/06/27 14:52:23 - mmengine - INFO - Epoch(train) [175][2000/3757] lr: 2.739e-05 eta: 1:30:03 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 13.5093 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4996 loss: 1.4996 2022/06/27 14:52:28 - mmengine - INFO - Epoch(train) [175][2020/3757] lr: 2.739e-05 eta: 1:29:58 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 11.9769 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.4587 loss: 1.4587 2022/06/27 14:52:33 - mmengine - INFO - Epoch(train) [175][2040/3757] lr: 2.739e-05 eta: 1:29:52 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 13.9948 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 1.3961 loss: 1.3961 2022/06/27 14:52:39 - mmengine - INFO - Epoch(train) [175][2060/3757] lr: 2.739e-05 eta: 1:29:47 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 12.7975 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.3940 loss: 1.3940 2022/06/27 14:52:44 - mmengine - INFO - Epoch(train) [175][2080/3757] lr: 2.739e-05 eta: 1:29:42 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 13.0968 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4690 loss: 1.4690 2022/06/27 14:52:49 - mmengine - INFO - Epoch(train) [175][2100/3757] lr: 2.739e-05 eta: 1:29:36 time: 0.265 data_time: 0.007 memory: 5036 grad_norm: 14.4225 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4958 loss: 1.4958 2022/06/27 14:52:55 - mmengine - INFO - Epoch(train) [175][2120/3757] lr: 2.739e-05 eta: 1:29:31 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 13.9737 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.5715 loss: 1.5715 2022/06/27 14:53:00 - mmengine - INFO - Epoch(train) [175][2140/3757] lr: 2.739e-05 eta: 1:29:26 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 12.5351 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.2603 loss: 1.2603 2022/06/27 14:53:05 - mmengine - INFO - Epoch(train) [175][2160/3757] lr: 2.739e-05 eta: 1:29:21 time: 0.261 data_time: 0.009 memory: 5036 grad_norm: 12.6054 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3848 loss: 1.3848 2022/06/27 14:53:10 - mmengine - INFO - Epoch(train) [175][2180/3757] lr: 2.739e-05 eta: 1:29:15 time: 0.255 data_time: 0.011 memory: 5036 grad_norm: 12.2210 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4283 loss: 1.4283 2022/06/27 14:53:16 - mmengine - INFO - Epoch(train) [175][2200/3757] lr: 2.739e-05 eta: 1:29:10 time: 0.266 data_time: 0.007 memory: 5036 grad_norm: 13.9758 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.7133 loss: 1.7133 2022/06/27 14:53:21 - mmengine - INFO - Epoch(train) [175][2220/3757] lr: 2.739e-05 eta: 1:29:05 time: 0.261 data_time: 0.004 memory: 5036 grad_norm: 13.7334 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6399 loss: 1.6399 2022/06/27 14:53:27 - mmengine - INFO - Epoch(train) [175][2240/3757] lr: 2.739e-05 eta: 1:29:00 time: 0.300 data_time: 0.007 memory: 5036 grad_norm: 12.9135 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3314 loss: 1.3314 2022/06/27 14:53:32 - mmengine - INFO - Epoch(train) [175][2260/3757] lr: 2.739e-05 eta: 1:28:54 time: 0.262 data_time: 0.004 memory: 5036 grad_norm: 12.2379 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4848 loss: 1.4848 2022/06/27 14:53:37 - mmengine - INFO - Epoch(train) [175][2280/3757] lr: 2.739e-05 eta: 1:28:49 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 11.8393 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7496 loss: 1.7496 2022/06/27 14:53:38 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 14:53:42 - mmengine - INFO - Epoch(train) [175][2300/3757] lr: 2.739e-05 eta: 1:28:44 time: 0.269 data_time: 0.006 memory: 5036 grad_norm: 14.4413 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5429 loss: 1.5429 2022/06/27 14:53:48 - mmengine - INFO - Epoch(train) [175][2320/3757] lr: 2.739e-05 eta: 1:28:39 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 12.6984 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.9410 loss: 1.9410 2022/06/27 14:53:53 - mmengine - INFO - Epoch(train) [175][2340/3757] lr: 2.739e-05 eta: 1:28:33 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 11.0593 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.6283 loss: 1.6283 2022/06/27 14:53:59 - mmengine - INFO - Epoch(train) [175][2360/3757] lr: 2.739e-05 eta: 1:28:28 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 12.8317 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.9615 loss: 0.9615 2022/06/27 14:54:04 - mmengine - INFO - Epoch(train) [175][2380/3757] lr: 2.739e-05 eta: 1:28:23 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 13.2974 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.0244 loss: 1.0244 2022/06/27 14:54:09 - mmengine - INFO - Epoch(train) [175][2400/3757] lr: 2.739e-05 eta: 1:28:18 time: 0.263 data_time: 0.007 memory: 5036 grad_norm: 12.6108 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.3662 loss: 1.3662 2022/06/27 14:54:14 - mmengine - INFO - Epoch(train) [175][2420/3757] lr: 2.739e-05 eta: 1:28:12 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 12.8357 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5432 loss: 1.5432 2022/06/27 14:54:20 - mmengine - INFO - Epoch(train) [175][2440/3757] lr: 2.739e-05 eta: 1:28:07 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 10.8540 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3381 loss: 1.3381 2022/06/27 14:54:25 - mmengine - INFO - Epoch(train) [175][2460/3757] lr: 2.739e-05 eta: 1:28:02 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 11.4068 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.3890 loss: 1.3890 2022/06/27 14:54:30 - mmengine - INFO - Epoch(train) [175][2480/3757] lr: 2.739e-05 eta: 1:27:57 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 11.5122 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7000 loss: 1.7000 2022/06/27 14:54:36 - mmengine - INFO - Epoch(train) [175][2500/3757] lr: 2.739e-05 eta: 1:27:51 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 13.1743 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6041 loss: 1.6041 2022/06/27 14:54:41 - mmengine - INFO - Epoch(train) [175][2520/3757] lr: 2.739e-05 eta: 1:27:46 time: 0.268 data_time: 0.006 memory: 5036 grad_norm: 12.2159 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5845 loss: 1.5845 2022/06/27 14:54:47 - mmengine - INFO - Epoch(train) [175][2540/3757] lr: 2.739e-05 eta: 1:27:41 time: 0.441 data_time: 0.019 memory: 5036 grad_norm: 11.9998 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6844 loss: 1.6844 2022/06/27 14:54:52 - mmengine - INFO - Epoch(train) [175][2560/3757] lr: 2.739e-05 eta: 1:27:36 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 12.6274 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4113 loss: 1.4113 2022/06/27 14:54:57 - mmengine - INFO - Epoch(train) [175][2580/3757] lr: 2.739e-05 eta: 1:27:30 time: 0.264 data_time: 0.009 memory: 5036 grad_norm: 12.8315 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5170 loss: 1.5170 2022/06/27 14:55:02 - mmengine - INFO - Epoch(train) [175][2600/3757] lr: 2.739e-05 eta: 1:27:25 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 9.8665 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6217 loss: 1.6217 2022/06/27 14:55:08 - mmengine - INFO - Epoch(train) [175][2620/3757] lr: 2.739e-05 eta: 1:27:20 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 12.8608 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.5979 loss: 1.5979 2022/06/27 14:55:13 - mmengine - INFO - Epoch(train) [175][2640/3757] lr: 2.739e-05 eta: 1:27:14 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 13.3012 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.6299 loss: 1.6299 2022/06/27 14:55:19 - mmengine - INFO - Epoch(train) [175][2660/3757] lr: 2.739e-05 eta: 1:27:09 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 12.0053 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.0514 loss: 1.0514 2022/06/27 14:55:24 - mmengine - INFO - Epoch(train) [175][2680/3757] lr: 2.739e-05 eta: 1:27:04 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 11.9658 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6548 loss: 1.6548 2022/06/27 14:55:30 - mmengine - INFO - Epoch(train) [175][2700/3757] lr: 2.739e-05 eta: 1:26:59 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 12.7087 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.6505 loss: 1.6505 2022/06/27 14:55:35 - mmengine - INFO - Epoch(train) [175][2720/3757] lr: 2.739e-05 eta: 1:26:53 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 14.4625 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.3138 loss: 1.3138 2022/06/27 14:55:40 - mmengine - INFO - Epoch(train) [175][2740/3757] lr: 2.739e-05 eta: 1:26:48 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 12.9546 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.4050 loss: 1.4050 2022/06/27 14:55:45 - mmengine - INFO - Epoch(train) [175][2760/3757] lr: 2.739e-05 eta: 1:26:43 time: 0.262 data_time: 0.010 memory: 5036 grad_norm: 12.8631 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4108 loss: 1.4108 2022/06/27 14:55:51 - mmengine - INFO - Epoch(train) [175][2780/3757] lr: 2.739e-05 eta: 1:26:38 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 11.5543 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3091 loss: 1.3091 2022/06/27 14:55:56 - mmengine - INFO - Epoch(train) [175][2800/3757] lr: 2.739e-05 eta: 1:26:32 time: 0.263 data_time: 0.007 memory: 5036 grad_norm: 12.8182 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.0761 loss: 1.0761 2022/06/27 14:56:01 - mmengine - INFO - Epoch(train) [175][2820/3757] lr: 2.739e-05 eta: 1:26:27 time: 0.255 data_time: 0.010 memory: 5036 grad_norm: 11.1741 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.5316 loss: 1.5316 2022/06/27 14:56:06 - mmengine - INFO - Epoch(train) [175][2840/3757] lr: 2.739e-05 eta: 1:26:22 time: 0.280 data_time: 0.007 memory: 5036 grad_norm: 11.8018 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.3922 loss: 1.3922 2022/06/27 14:56:12 - mmengine - INFO - Epoch(train) [175][2860/3757] lr: 2.739e-05 eta: 1:26:17 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 10.7344 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3413 loss: 1.3413 2022/06/27 14:56:17 - mmengine - INFO - Epoch(train) [175][2880/3757] lr: 2.739e-05 eta: 1:26:11 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 12.1471 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3749 loss: 1.3749 2022/06/27 14:56:22 - mmengine - INFO - Epoch(train) [175][2900/3757] lr: 2.739e-05 eta: 1:26:06 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 12.8014 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7511 loss: 1.7511 2022/06/27 14:56:28 - mmengine - INFO - Epoch(train) [175][2920/3757] lr: 2.739e-05 eta: 1:26:01 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 9.7668 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4831 loss: 1.4831 2022/06/27 14:56:33 - mmengine - INFO - Epoch(train) [175][2940/3757] lr: 2.739e-05 eta: 1:25:56 time: 0.256 data_time: 0.004 memory: 5036 grad_norm: 12.1934 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4877 loss: 1.4877 2022/06/27 14:56:38 - mmengine - INFO - Epoch(train) [175][2960/3757] lr: 2.739e-05 eta: 1:25:50 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 12.1814 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2020 loss: 1.2020 2022/06/27 14:56:44 - mmengine - INFO - Epoch(train) [175][2980/3757] lr: 2.739e-05 eta: 1:25:45 time: 0.268 data_time: 0.008 memory: 5036 grad_norm: 13.7204 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.2362 loss: 1.2362 2022/06/27 14:56:49 - mmengine - INFO - Epoch(train) [175][3000/3757] lr: 2.739e-05 eta: 1:25:40 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 12.6697 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.2972 loss: 1.2972 2022/06/27 14:56:54 - mmengine - INFO - Epoch(train) [175][3020/3757] lr: 2.739e-05 eta: 1:25:35 time: 0.269 data_time: 0.006 memory: 5036 grad_norm: 10.6179 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.0872 loss: 1.0872 2022/06/27 14:56:59 - mmengine - INFO - Epoch(train) [175][3040/3757] lr: 2.739e-05 eta: 1:25:29 time: 0.256 data_time: 0.010 memory: 5036 grad_norm: 13.5638 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.2412 loss: 1.2412 2022/06/27 14:57:05 - mmengine - INFO - Epoch(train) [175][3060/3757] lr: 2.739e-05 eta: 1:25:24 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 15.0916 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8786 loss: 1.8786 2022/06/27 14:57:10 - mmengine - INFO - Epoch(train) [175][3080/3757] lr: 2.739e-05 eta: 1:25:19 time: 0.260 data_time: 0.014 memory: 5036 grad_norm: 12.9963 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4234 loss: 1.4234 2022/06/27 14:57:15 - mmengine - INFO - Epoch(train) [175][3100/3757] lr: 2.739e-05 eta: 1:25:13 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 12.0387 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.8415 loss: 1.8415 2022/06/27 14:57:21 - mmengine - INFO - Epoch(train) [175][3120/3757] lr: 2.739e-05 eta: 1:25:08 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 11.8331 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2499 loss: 1.2499 2022/06/27 14:57:26 - mmengine - INFO - Epoch(train) [175][3140/3757] lr: 2.739e-05 eta: 1:25:03 time: 0.263 data_time: 0.007 memory: 5036 grad_norm: 12.7793 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7858 loss: 1.7858 2022/06/27 14:57:31 - mmengine - INFO - Epoch(train) [175][3160/3757] lr: 2.739e-05 eta: 1:24:58 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 12.1022 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.7484 loss: 1.7484 2022/06/27 14:57:36 - mmengine - INFO - Epoch(train) [175][3180/3757] lr: 2.739e-05 eta: 1:24:52 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 10.9375 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4325 loss: 1.4325 2022/06/27 14:57:42 - mmengine - INFO - Epoch(train) [175][3200/3757] lr: 2.739e-05 eta: 1:24:47 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 14.1537 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.3483 loss: 1.3483 2022/06/27 14:57:47 - mmengine - INFO - Epoch(train) [175][3220/3757] lr: 2.739e-05 eta: 1:24:42 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 12.5940 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.2305 loss: 1.2305 2022/06/27 14:57:52 - mmengine - INFO - Epoch(train) [175][3240/3757] lr: 2.739e-05 eta: 1:24:37 time: 0.259 data_time: 0.008 memory: 5036 grad_norm: 12.9286 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6788 loss: 1.6788 2022/06/27 14:57:57 - mmengine - INFO - Epoch(train) [175][3260/3757] lr: 2.739e-05 eta: 1:24:31 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 12.2185 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.0405 loss: 1.0405 2022/06/27 14:58:03 - mmengine - INFO - Epoch(train) [175][3280/3757] lr: 2.739e-05 eta: 1:24:26 time: 0.257 data_time: 0.008 memory: 5036 grad_norm: 10.7000 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.5053 loss: 1.5053 2022/06/27 14:58:03 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 14:58:08 - mmengine - INFO - Epoch(train) [175][3300/3757] lr: 2.739e-05 eta: 1:24:21 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 13.8836 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.7215 loss: 1.7215 2022/06/27 14:58:14 - mmengine - INFO - Epoch(train) [175][3320/3757] lr: 2.739e-05 eta: 1:24:16 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 12.2087 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2317 loss: 1.2317 2022/06/27 14:58:19 - mmengine - INFO - Epoch(train) [175][3340/3757] lr: 2.739e-05 eta: 1:24:10 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 13.7053 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.6265 loss: 1.6265 2022/06/27 14:58:24 - mmengine - INFO - Epoch(train) [175][3360/3757] lr: 2.739e-05 eta: 1:24:05 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 10.2782 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.6303 loss: 1.6303 2022/06/27 14:58:30 - mmengine - INFO - Epoch(train) [175][3380/3757] lr: 2.739e-05 eta: 1:24:00 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 11.6733 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9883 loss: 1.9883 2022/06/27 14:58:35 - mmengine - INFO - Epoch(train) [175][3400/3757] lr: 2.739e-05 eta: 1:23:55 time: 0.260 data_time: 0.008 memory: 5036 grad_norm: 12.0307 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4596 loss: 1.4596 2022/06/27 14:58:40 - mmengine - INFO - Epoch(train) [175][3420/3757] lr: 2.739e-05 eta: 1:23:49 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 10.3922 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2867 loss: 1.2867 2022/06/27 14:58:45 - mmengine - INFO - Epoch(train) [175][3440/3757] lr: 2.739e-05 eta: 1:23:44 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 12.8719 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6356 loss: 1.6356 2022/06/27 14:58:51 - mmengine - INFO - Epoch(train) [175][3460/3757] lr: 2.739e-05 eta: 1:23:39 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 13.1722 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3846 loss: 1.3846 2022/06/27 14:58:56 - mmengine - INFO - Epoch(train) [175][3480/3757] lr: 2.739e-05 eta: 1:23:34 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 13.5677 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.7497 loss: 1.7497 2022/06/27 14:59:01 - mmengine - INFO - Epoch(train) [175][3500/3757] lr: 2.739e-05 eta: 1:23:28 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 12.7621 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.8135 loss: 1.8135 2022/06/27 14:59:06 - mmengine - INFO - Epoch(train) [175][3520/3757] lr: 2.739e-05 eta: 1:23:23 time: 0.261 data_time: 0.009 memory: 5036 grad_norm: 13.2807 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6820 loss: 1.6820 2022/06/27 14:59:12 - mmengine - INFO - Epoch(train) [175][3540/3757] lr: 2.739e-05 eta: 1:23:18 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 9.7052 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.2394 loss: 1.2394 2022/06/27 14:59:17 - mmengine - INFO - Epoch(train) [175][3560/3757] lr: 2.739e-05 eta: 1:23:12 time: 0.271 data_time: 0.021 memory: 5036 grad_norm: 13.9408 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6325 loss: 1.6325 2022/06/27 14:59:22 - mmengine - INFO - Epoch(train) [175][3580/3757] lr: 2.739e-05 eta: 1:23:07 time: 0.263 data_time: 0.010 memory: 5036 grad_norm: 13.4818 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8413 loss: 1.8413 2022/06/27 14:59:28 - mmengine - INFO - Epoch(train) [175][3600/3757] lr: 2.739e-05 eta: 1:23:02 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 12.5321 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4022 loss: 1.4022 2022/06/27 14:59:33 - mmengine - INFO - Epoch(train) [175][3620/3757] lr: 2.739e-05 eta: 1:22:57 time: 0.256 data_time: 0.010 memory: 5036 grad_norm: 15.9716 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8743 loss: 1.8743 2022/06/27 14:59:38 - mmengine - INFO - Epoch(train) [175][3640/3757] lr: 2.739e-05 eta: 1:22:51 time: 0.262 data_time: 0.011 memory: 5036 grad_norm: 12.4718 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5318 loss: 1.5318 2022/06/27 14:59:43 - mmengine - INFO - Epoch(train) [175][3660/3757] lr: 2.739e-05 eta: 1:22:46 time: 0.261 data_time: 0.010 memory: 5036 grad_norm: 12.5115 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.8929 loss: 1.8929 2022/06/27 14:59:49 - mmengine - INFO - Epoch(train) [175][3680/3757] lr: 2.739e-05 eta: 1:22:41 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 12.9081 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1064 loss: 1.1064 2022/06/27 14:59:54 - mmengine - INFO - Epoch(train) [175][3700/3757] lr: 2.739e-05 eta: 1:22:36 time: 0.255 data_time: 0.010 memory: 5036 grad_norm: 14.2779 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4010 loss: 1.4010 2022/06/27 14:59:59 - mmengine - INFO - Epoch(train) [175][3720/3757] lr: 2.739e-05 eta: 1:22:30 time: 0.264 data_time: 0.007 memory: 5036 grad_norm: 13.7293 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 0.9831 loss: 0.9831 2022/06/27 15:00:04 - mmengine - INFO - Epoch(train) [175][3740/3757] lr: 2.739e-05 eta: 1:22:25 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 12.4454 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5151 loss: 1.5151 2022/06/27 15:00:09 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 15:00:09 - mmengine - INFO - Saving checkpoint at 175 epochs 2022/06/27 15:00:22 - mmengine - INFO - Epoch(val) [175][20/310] eta: 0:01:42 time: 0.107 data_time: 0.005 memory: 5036 2022/06/27 15:00:27 - mmengine - INFO - Epoch(val) [175][40/310] eta: 0:01:44 time: 0.104 data_time: 0.002 memory: 1723 2022/06/27 15:00:32 - mmengine - INFO - Epoch(val) [175][60/310] eta: 0:00:26 time: 0.104 data_time: 0.002 memory: 1723 2022/06/27 15:00:36 - mmengine - INFO - Epoch(val) [175][80/310] eta: 0:00:24 time: 0.106 data_time: 0.005 memory: 1723 2022/06/27 15:00:44 - mmengine - INFO - Epoch(val) [175][100/310] eta: 0:01:15 time: 0.103 data_time: 0.002 memory: 1723 2022/06/27 15:00:48 - mmengine - INFO - Epoch(val) [175][120/310] eta: 0:01:06 time: 0.104 data_time: 0.002 memory: 1723 2022/06/27 15:00:53 - mmengine - INFO - Epoch(val) [175][140/310] eta: 0:00:18 time: 0.108 data_time: 0.002 memory: 1723 2022/06/27 15:00:57 - mmengine - INFO - Epoch(val) [175][160/310] eta: 0:00:16 time: 0.109 data_time: 0.001 memory: 1723 2022/06/27 15:01:05 - mmengine - INFO - Epoch(val) [175][180/310] eta: 0:00:47 time: 0.103 data_time: 0.001 memory: 1723 2022/06/27 15:01:09 - mmengine - INFO - Epoch(val) [175][200/310] eta: 0:00:38 time: 0.103 data_time: 0.001 memory: 1723 2022/06/27 15:01:14 - mmengine - INFO - Epoch(val) [175][220/310] eta: 0:00:09 time: 0.104 data_time: 0.002 memory: 1723 2022/06/27 15:01:19 - mmengine - INFO - Epoch(val) [175][240/310] eta: 0:00:07 time: 0.111 data_time: 0.002 memory: 1723 2022/06/27 15:01:26 - mmengine - INFO - Epoch(val) [175][260/310] eta: 0:00:17 time: 0.112 data_time: 0.004 memory: 1723 2022/06/27 15:01:29 - mmengine - INFO - Epoch(val) [175][280/310] eta: 0:00:07 time: 0.122 data_time: 0.002 memory: 1723 2022/06/27 15:01:31 - mmengine - INFO - Epoch(val) [175][300/310] eta: 0:00:01 time: 0.102 data_time: 0.001 memory: 1723 2022/06/27 15:01:33 - mmengine - INFO - Epoch(val) [175][310/310] acc/top1: 0.6125 acc/top5: 0.8300 acc/mean1: 0.6125 2022/06/27 15:01:44 - mmengine - INFO - Epoch(train) [176][20/3757] lr: 1.903e-05 eta: 1:22:15 time: 0.293 data_time: 0.003 memory: 5036 grad_norm: 13.9563 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6235 loss: 1.6235 2022/06/27 15:01:49 - mmengine - INFO - Epoch(train) [176][40/3757] lr: 1.903e-05 eta: 1:22:10 time: 0.261 data_time: 0.004 memory: 5036 grad_norm: 14.1691 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.4818 loss: 1.4818 2022/06/27 15:01:55 - mmengine - INFO - Epoch(train) [176][60/3757] lr: 1.903e-05 eta: 1:22:05 time: 0.254 data_time: 0.004 memory: 5036 grad_norm: 13.8563 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3438 loss: 1.3438 2022/06/27 15:02:00 - mmengine - INFO - Epoch(train) [176][80/3757] lr: 1.903e-05 eta: 1:22:00 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 15.4651 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2763 loss: 1.2763 2022/06/27 15:02:05 - mmengine - INFO - Epoch(train) [176][100/3757] lr: 1.903e-05 eta: 1:21:54 time: 0.278 data_time: 0.004 memory: 5036 grad_norm: 15.4270 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.6326 loss: 1.6326 2022/06/27 15:02:11 - mmengine - INFO - Epoch(train) [176][120/3757] lr: 1.903e-05 eta: 1:21:49 time: 0.256 data_time: 0.004 memory: 5036 grad_norm: 11.8022 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.4012 loss: 1.4012 2022/06/27 15:02:16 - mmengine - INFO - Epoch(train) [176][140/3757] lr: 1.903e-05 eta: 1:21:44 time: 0.256 data_time: 0.005 memory: 5036 grad_norm: 12.9940 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4843 loss: 1.4843 2022/06/27 15:02:21 - mmengine - INFO - Epoch(train) [176][160/3757] lr: 1.903e-05 eta: 1:21:39 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 14.6467 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.3586 loss: 1.3586 2022/06/27 15:02:27 - mmengine - INFO - Epoch(train) [176][180/3757] lr: 1.903e-05 eta: 1:21:33 time: 0.284 data_time: 0.004 memory: 5036 grad_norm: 13.9092 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.6931 loss: 1.6931 2022/06/27 15:02:32 - mmengine - INFO - Epoch(train) [176][200/3757] lr: 1.903e-05 eta: 1:21:28 time: 0.260 data_time: 0.004 memory: 5036 grad_norm: 11.5200 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4454 loss: 1.4454 2022/06/27 15:02:37 - mmengine - INFO - Epoch(train) [176][220/3757] lr: 1.903e-05 eta: 1:21:23 time: 0.285 data_time: 0.004 memory: 5036 grad_norm: 13.4276 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.5287 loss: 1.5287 2022/06/27 15:02:43 - mmengine - INFO - Epoch(train) [176][240/3757] lr: 1.903e-05 eta: 1:21:18 time: 0.256 data_time: 0.004 memory: 5036 grad_norm: 10.0687 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3578 loss: 1.3578 2022/06/27 15:02:48 - mmengine - INFO - Epoch(train) [176][260/3757] lr: 1.903e-05 eta: 1:21:12 time: 0.274 data_time: 0.004 memory: 5036 grad_norm: 14.0666 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.8117 loss: 1.8117 2022/06/27 15:02:54 - mmengine - INFO - Epoch(train) [176][280/3757] lr: 1.903e-05 eta: 1:21:07 time: 0.275 data_time: 0.004 memory: 5036 grad_norm: 13.5522 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.6689 loss: 1.6689 2022/06/27 15:03:00 - mmengine - INFO - Epoch(train) [176][300/3757] lr: 1.903e-05 eta: 1:21:02 time: 0.263 data_time: 0.012 memory: 5036 grad_norm: 13.5541 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6136 loss: 1.6136 2022/06/27 15:03:05 - mmengine - INFO - Epoch(train) [176][320/3757] lr: 1.903e-05 eta: 1:20:57 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 12.9398 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.4779 loss: 1.4779 2022/06/27 15:03:10 - mmengine - INFO - Epoch(train) [176][340/3757] lr: 1.903e-05 eta: 1:20:51 time: 0.263 data_time: 0.007 memory: 5036 grad_norm: 12.6609 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4691 loss: 1.4691 2022/06/27 15:03:15 - mmengine - INFO - Epoch(train) [176][360/3757] lr: 1.903e-05 eta: 1:20:46 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 12.2821 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.0948 loss: 1.0948 2022/06/27 15:03:21 - mmengine - INFO - Epoch(train) [176][380/3757] lr: 1.903e-05 eta: 1:20:41 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 11.9720 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0682 loss: 2.0682 2022/06/27 15:03:26 - mmengine - INFO - Epoch(train) [176][400/3757] lr: 1.903e-05 eta: 1:20:36 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 11.7479 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.3556 loss: 1.3556 2022/06/27 15:03:32 - mmengine - INFO - Epoch(train) [176][420/3757] lr: 1.903e-05 eta: 1:20:30 time: 0.263 data_time: 0.007 memory: 5036 grad_norm: 12.7045 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1329 loss: 1.1329 2022/06/27 15:03:37 - mmengine - INFO - Epoch(train) [176][440/3757] lr: 1.903e-05 eta: 1:20:25 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 13.1958 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4785 loss: 1.4785 2022/06/27 15:03:42 - mmengine - INFO - Epoch(train) [176][460/3757] lr: 1.903e-05 eta: 1:20:20 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 12.5870 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7289 loss: 1.7289 2022/06/27 15:03:48 - mmengine - INFO - Epoch(train) [176][480/3757] lr: 1.903e-05 eta: 1:20:15 time: 0.383 data_time: 0.021 memory: 5036 grad_norm: 13.8846 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4224 loss: 1.4224 2022/06/27 15:03:53 - mmengine - INFO - Epoch(train) [176][500/3757] lr: 1.903e-05 eta: 1:20:09 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 13.6591 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.5039 loss: 1.5039 2022/06/27 15:03:59 - mmengine - INFO - Epoch(train) [176][520/3757] lr: 1.903e-05 eta: 1:20:04 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 13.9620 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.4278 loss: 1.4278 2022/06/27 15:04:00 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 15:04:04 - mmengine - INFO - Epoch(train) [176][540/3757] lr: 1.903e-05 eta: 1:19:59 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 11.8294 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.1029 loss: 1.1029 2022/06/27 15:04:09 - mmengine - INFO - Epoch(train) [176][560/3757] lr: 1.903e-05 eta: 1:19:54 time: 0.269 data_time: 0.004 memory: 5036 grad_norm: 12.9673 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4940 loss: 1.4940 2022/06/27 15:04:14 - mmengine - INFO - Epoch(train) [176][580/3757] lr: 1.903e-05 eta: 1:19:48 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 13.3417 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.2888 loss: 1.2888 2022/06/27 15:04:20 - mmengine - INFO - Epoch(train) [176][600/3757] lr: 1.903e-05 eta: 1:19:43 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 12.2089 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7781 loss: 1.7781 2022/06/27 15:04:25 - mmengine - INFO - Epoch(train) [176][620/3757] lr: 1.903e-05 eta: 1:19:38 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 16.5088 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6365 loss: 1.6365 2022/06/27 15:04:30 - mmengine - INFO - Epoch(train) [176][640/3757] lr: 1.903e-05 eta: 1:19:32 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 14.1655 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3653 loss: 1.3653 2022/06/27 15:04:36 - mmengine - INFO - Epoch(train) [176][660/3757] lr: 1.903e-05 eta: 1:19:27 time: 0.269 data_time: 0.003 memory: 5036 grad_norm: 11.8490 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.1125 loss: 1.1125 2022/06/27 15:04:41 - mmengine - INFO - Epoch(train) [176][680/3757] lr: 1.903e-05 eta: 1:19:22 time: 0.260 data_time: 0.010 memory: 5036 grad_norm: 16.0841 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4950 loss: 1.4950 2022/06/27 15:04:46 - mmengine - INFO - Epoch(train) [176][700/3757] lr: 1.903e-05 eta: 1:19:17 time: 0.257 data_time: 0.004 memory: 5036 grad_norm: 13.6281 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.4788 loss: 1.4788 2022/06/27 15:04:52 - mmengine - INFO - Epoch(train) [176][720/3757] lr: 1.903e-05 eta: 1:19:11 time: 0.280 data_time: 0.007 memory: 5036 grad_norm: 11.1469 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0323 loss: 2.0323 2022/06/27 15:04:57 - mmengine - INFO - Epoch(train) [176][740/3757] lr: 1.903e-05 eta: 1:19:06 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 11.4807 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1565 loss: 1.1565 2022/06/27 15:05:02 - mmengine - INFO - Epoch(train) [176][760/3757] lr: 1.903e-05 eta: 1:19:01 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 14.3126 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.2264 loss: 1.2264 2022/06/27 15:05:08 - mmengine - INFO - Epoch(train) [176][780/3757] lr: 1.903e-05 eta: 1:18:56 time: 0.276 data_time: 0.025 memory: 5036 grad_norm: 13.2480 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.3560 loss: 1.3560 2022/06/27 15:05:13 - mmengine - INFO - Epoch(train) [176][800/3757] lr: 1.903e-05 eta: 1:18:50 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 12.2559 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4524 loss: 1.4524 2022/06/27 15:05:18 - mmengine - INFO - Epoch(train) [176][820/3757] lr: 1.903e-05 eta: 1:18:45 time: 0.258 data_time: 0.014 memory: 5036 grad_norm: 12.7544 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.3001 loss: 1.3001 2022/06/27 15:05:23 - mmengine - INFO - Epoch(train) [176][840/3757] lr: 1.903e-05 eta: 1:18:40 time: 0.266 data_time: 0.010 memory: 5036 grad_norm: 13.9513 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.0538 loss: 1.0538 2022/06/27 15:05:29 - mmengine - INFO - Epoch(train) [176][860/3757] lr: 1.903e-05 eta: 1:18:35 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 12.0523 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.6384 loss: 1.6384 2022/06/27 15:05:34 - mmengine - INFO - Epoch(train) [176][880/3757] lr: 1.903e-05 eta: 1:18:29 time: 0.273 data_time: 0.010 memory: 5036 grad_norm: 12.4925 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6249 loss: 1.6249 2022/06/27 15:05:39 - mmengine - INFO - Epoch(train) [176][900/3757] lr: 1.903e-05 eta: 1:18:24 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 13.9064 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5766 loss: 1.5766 2022/06/27 15:05:44 - mmengine - INFO - Epoch(train) [176][920/3757] lr: 1.903e-05 eta: 1:18:19 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 12.0176 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5510 loss: 1.5510 2022/06/27 15:05:50 - mmengine - INFO - Epoch(train) [176][940/3757] lr: 1.903e-05 eta: 1:18:14 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 14.7486 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.5944 loss: 1.5944 2022/06/27 15:05:55 - mmengine - INFO - Epoch(train) [176][960/3757] lr: 1.903e-05 eta: 1:18:08 time: 0.257 data_time: 0.004 memory: 5036 grad_norm: 16.4852 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.5975 loss: 1.5975 2022/06/27 15:06:01 - mmengine - INFO - Epoch(train) [176][980/3757] lr: 1.903e-05 eta: 1:18:03 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 12.5059 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.2913 loss: 1.2913 2022/06/27 15:06:06 - mmengine - INFO - Epoch(train) [176][1000/3757] lr: 1.903e-05 eta: 1:17:58 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 12.0033 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.5953 loss: 1.5953 2022/06/27 15:06:12 - mmengine - INFO - Epoch(train) [176][1020/3757] lr: 1.903e-05 eta: 1:17:53 time: 0.257 data_time: 0.010 memory: 5036 grad_norm: 14.3820 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5360 loss: 1.5360 2022/06/27 15:06:17 - mmengine - INFO - Epoch(train) [176][1040/3757] lr: 1.903e-05 eta: 1:17:47 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 12.1655 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.3700 loss: 1.3700 2022/06/27 15:06:22 - mmengine - INFO - Epoch(train) [176][1060/3757] lr: 1.903e-05 eta: 1:17:42 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 11.7981 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5341 loss: 1.5341 2022/06/27 15:06:27 - mmengine - INFO - Epoch(train) [176][1080/3757] lr: 1.903e-05 eta: 1:17:37 time: 0.432 data_time: 0.007 memory: 5036 grad_norm: 12.6248 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5256 loss: 1.5256 2022/06/27 15:06:33 - mmengine - INFO - Epoch(train) [176][1100/3757] lr: 1.903e-05 eta: 1:17:31 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 11.7575 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.2321 loss: 1.2321 2022/06/27 15:06:38 - mmengine - INFO - Epoch(train) [176][1120/3757] lr: 1.903e-05 eta: 1:17:26 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 14.5303 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.3659 loss: 1.3659 2022/06/27 15:06:43 - mmengine - INFO - Epoch(train) [176][1140/3757] lr: 1.903e-05 eta: 1:17:21 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 10.7046 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3294 loss: 1.3294 2022/06/27 15:06:49 - mmengine - INFO - Epoch(train) [176][1160/3757] lr: 1.903e-05 eta: 1:17:16 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 12.5784 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.1878 loss: 1.1878 2022/06/27 15:06:55 - mmengine - INFO - Epoch(train) [176][1180/3757] lr: 1.903e-05 eta: 1:17:10 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 12.8525 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.7135 loss: 1.7135 2022/06/27 15:07:00 - mmengine - INFO - Epoch(train) [176][1200/3757] lr: 1.903e-05 eta: 1:17:05 time: 0.264 data_time: 0.006 memory: 5036 grad_norm: 13.3990 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3750 loss: 1.3750 2022/06/27 15:07:05 - mmengine - INFO - Epoch(train) [176][1220/3757] lr: 1.903e-05 eta: 1:17:00 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 12.3824 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.1658 loss: 1.1658 2022/06/27 15:07:10 - mmengine - INFO - Epoch(train) [176][1240/3757] lr: 1.903e-05 eta: 1:16:55 time: 0.256 data_time: 0.011 memory: 5036 grad_norm: 11.2050 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.4295 loss: 1.4295 2022/06/27 15:07:16 - mmengine - INFO - Epoch(train) [176][1260/3757] lr: 1.903e-05 eta: 1:16:49 time: 0.257 data_time: 0.010 memory: 5036 grad_norm: 13.3058 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3865 loss: 1.3865 2022/06/27 15:07:21 - mmengine - INFO - Epoch(train) [176][1280/3757] lr: 1.903e-05 eta: 1:16:44 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 13.2067 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7875 loss: 1.7875 2022/06/27 15:07:26 - mmengine - INFO - Epoch(train) [176][1300/3757] lr: 1.903e-05 eta: 1:16:39 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 10.8772 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3411 loss: 1.3411 2022/06/27 15:07:32 - mmengine - INFO - Epoch(train) [176][1320/3757] lr: 1.903e-05 eta: 1:16:34 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 14.6675 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7068 loss: 1.7068 2022/06/27 15:07:37 - mmengine - INFO - Epoch(train) [176][1340/3757] lr: 1.903e-05 eta: 1:16:28 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 14.5422 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7083 loss: 1.7083 2022/06/27 15:07:42 - mmengine - INFO - Epoch(train) [176][1360/3757] lr: 1.903e-05 eta: 1:16:23 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 11.5167 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5054 loss: 1.5054 2022/06/27 15:07:48 - mmengine - INFO - Epoch(train) [176][1380/3757] lr: 1.903e-05 eta: 1:16:18 time: 0.475 data_time: 0.030 memory: 5036 grad_norm: 11.1777 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.7851 loss: 1.7851 2022/06/27 15:07:53 - mmengine - INFO - Epoch(train) [176][1400/3757] lr: 1.903e-05 eta: 1:16:13 time: 0.262 data_time: 0.009 memory: 5036 grad_norm: 10.2132 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8638 loss: 1.8638 2022/06/27 15:07:58 - mmengine - INFO - Epoch(train) [176][1420/3757] lr: 1.903e-05 eta: 1:16:07 time: 0.266 data_time: 0.007 memory: 5036 grad_norm: 12.8955 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8650 loss: 1.8650 2022/06/27 15:08:04 - mmengine - INFO - Epoch(train) [176][1440/3757] lr: 1.903e-05 eta: 1:16:02 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 12.9058 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.5072 loss: 1.5072 2022/06/27 15:08:09 - mmengine - INFO - Epoch(train) [176][1460/3757] lr: 1.903e-05 eta: 1:15:57 time: 0.258 data_time: 0.010 memory: 5036 grad_norm: 11.7101 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6272 loss: 1.6272 2022/06/27 15:08:14 - mmengine - INFO - Epoch(train) [176][1480/3757] lr: 1.903e-05 eta: 1:15:52 time: 0.267 data_time: 0.007 memory: 5036 grad_norm: 12.1898 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4599 loss: 1.4599 2022/06/27 15:08:20 - mmengine - INFO - Epoch(train) [176][1500/3757] lr: 1.903e-05 eta: 1:15:46 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 14.5831 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4696 loss: 1.4696 2022/06/27 15:08:25 - mmengine - INFO - Epoch(train) [176][1520/3757] lr: 1.903e-05 eta: 1:15:41 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 13.0944 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.1344 loss: 1.1344 2022/06/27 15:08:26 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 15:08:30 - mmengine - INFO - Epoch(train) [176][1540/3757] lr: 1.903e-05 eta: 1:15:36 time: 0.267 data_time: 0.007 memory: 5036 grad_norm: 10.4789 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6058 loss: 1.6058 2022/06/27 15:08:36 - mmengine - INFO - Epoch(train) [176][1560/3757] lr: 1.903e-05 eta: 1:15:31 time: 0.289 data_time: 0.004 memory: 5036 grad_norm: 10.5441 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6507 loss: 1.6507 2022/06/27 15:08:41 - mmengine - INFO - Epoch(train) [176][1580/3757] lr: 1.903e-05 eta: 1:15:25 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 11.8279 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3951 loss: 1.3951 2022/06/27 15:08:46 - mmengine - INFO - Epoch(train) [176][1600/3757] lr: 1.903e-05 eta: 1:15:20 time: 0.268 data_time: 0.007 memory: 5036 grad_norm: 13.6261 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.7915 loss: 1.7915 2022/06/27 15:08:52 - mmengine - INFO - Epoch(train) [176][1620/3757] lr: 1.903e-05 eta: 1:15:15 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 10.0651 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2735 loss: 1.2735 2022/06/27 15:08:57 - mmengine - INFO - Epoch(train) [176][1640/3757] lr: 1.903e-05 eta: 1:15:09 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 12.9083 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3662 loss: 1.3662 2022/06/27 15:09:02 - mmengine - INFO - Epoch(train) [176][1660/3757] lr: 1.903e-05 eta: 1:15:04 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 11.8697 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6466 loss: 1.6466 2022/06/27 15:09:08 - mmengine - INFO - Epoch(train) [176][1680/3757] lr: 1.903e-05 eta: 1:14:59 time: 0.410 data_time: 0.024 memory: 5036 grad_norm: 11.8545 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.5847 loss: 1.5847 2022/06/27 15:09:13 - mmengine - INFO - Epoch(train) [176][1700/3757] lr: 1.903e-05 eta: 1:14:54 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 14.1109 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7219 loss: 1.7219 2022/06/27 15:09:18 - mmengine - INFO - Epoch(train) [176][1720/3757] lr: 1.903e-05 eta: 1:14:48 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 12.3770 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.6625 loss: 1.6625 2022/06/27 15:09:24 - mmengine - INFO - Epoch(train) [176][1740/3757] lr: 1.903e-05 eta: 1:14:43 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 9.9424 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4381 loss: 1.4381 2022/06/27 15:09:29 - mmengine - INFO - Epoch(train) [176][1760/3757] lr: 1.903e-05 eta: 1:14:38 time: 0.256 data_time: 0.004 memory: 5036 grad_norm: 11.8926 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4809 loss: 1.4809 2022/06/27 15:09:34 - mmengine - INFO - Epoch(train) [176][1780/3757] lr: 1.903e-05 eta: 1:14:33 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 12.8790 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3040 loss: 1.3040 2022/06/27 15:09:40 - mmengine - INFO - Epoch(train) [176][1800/3757] lr: 1.903e-05 eta: 1:14:27 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 12.9362 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4470 loss: 1.4470 2022/06/27 15:09:45 - mmengine - INFO - Epoch(train) [176][1820/3757] lr: 1.903e-05 eta: 1:14:22 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 12.3213 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.2617 loss: 1.2617 2022/06/27 15:09:50 - mmengine - INFO - Epoch(train) [176][1840/3757] lr: 1.903e-05 eta: 1:14:17 time: 0.265 data_time: 0.007 memory: 5036 grad_norm: 12.9067 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.0954 loss: 1.0954 2022/06/27 15:09:56 - mmengine - INFO - Epoch(train) [176][1860/3757] lr: 1.903e-05 eta: 1:14:12 time: 0.255 data_time: 0.004 memory: 5036 grad_norm: 11.2728 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.4817 loss: 1.4817 2022/06/27 15:10:01 - mmengine - INFO - Epoch(train) [176][1880/3757] lr: 1.903e-05 eta: 1:14:06 time: 0.267 data_time: 0.007 memory: 5036 grad_norm: 11.6160 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.4314 loss: 1.4314 2022/06/27 15:10:06 - mmengine - INFO - Epoch(train) [176][1900/3757] lr: 1.903e-05 eta: 1:14:01 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 11.2576 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.2909 loss: 1.2909 2022/06/27 15:10:11 - mmengine - INFO - Epoch(train) [176][1920/3757] lr: 1.903e-05 eta: 1:13:56 time: 0.261 data_time: 0.010 memory: 5036 grad_norm: 12.3336 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4325 loss: 1.4325 2022/06/27 15:10:17 - mmengine - INFO - Epoch(train) [176][1940/3757] lr: 1.903e-05 eta: 1:13:51 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 13.7282 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.5642 loss: 1.5642 2022/06/27 15:10:22 - mmengine - INFO - Epoch(train) [176][1960/3757] lr: 1.903e-05 eta: 1:13:45 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 14.8385 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.2213 loss: 1.2213 2022/06/27 15:10:27 - mmengine - INFO - Epoch(train) [176][1980/3757] lr: 1.903e-05 eta: 1:13:40 time: 0.258 data_time: 0.010 memory: 5036 grad_norm: 15.7157 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4776 loss: 1.4776 2022/06/27 15:10:32 - mmengine - INFO - Epoch(train) [176][2000/3757] lr: 1.903e-05 eta: 1:13:35 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 13.6629 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.2567 loss: 1.2567 2022/06/27 15:10:38 - mmengine - INFO - Epoch(train) [176][2020/3757] lr: 1.903e-05 eta: 1:13:30 time: 0.272 data_time: 0.007 memory: 5036 grad_norm: 12.1056 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.5550 loss: 1.5550 2022/06/27 15:10:43 - mmengine - INFO - Epoch(train) [176][2040/3757] lr: 1.903e-05 eta: 1:13:24 time: 0.263 data_time: 0.007 memory: 5036 grad_norm: 13.2741 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.5885 loss: 1.5885 2022/06/27 15:10:48 - mmengine - INFO - Epoch(train) [176][2060/3757] lr: 1.903e-05 eta: 1:13:19 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 12.6260 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.5237 loss: 1.5237 2022/06/27 15:10:54 - mmengine - INFO - Epoch(train) [176][2080/3757] lr: 1.903e-05 eta: 1:13:14 time: 0.260 data_time: 0.010 memory: 5036 grad_norm: 13.4912 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.6600 loss: 1.6600 2022/06/27 15:10:59 - mmengine - INFO - Epoch(train) [176][2100/3757] lr: 1.903e-05 eta: 1:13:08 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 11.4709 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6255 loss: 1.6255 2022/06/27 15:11:04 - mmengine - INFO - Epoch(train) [176][2120/3757] lr: 1.903e-05 eta: 1:13:03 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 13.6923 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.5779 loss: 1.5779 2022/06/27 15:11:10 - mmengine - INFO - Epoch(train) [176][2140/3757] lr: 1.903e-05 eta: 1:12:58 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 14.9038 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.3054 loss: 1.3054 2022/06/27 15:11:15 - mmengine - INFO - Epoch(train) [176][2160/3757] lr: 1.903e-05 eta: 1:12:53 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 14.0006 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.1325 loss: 1.1325 2022/06/27 15:11:20 - mmengine - INFO - Epoch(train) [176][2180/3757] lr: 1.903e-05 eta: 1:12:47 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 14.2976 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6568 loss: 1.6568 2022/06/27 15:11:25 - mmengine - INFO - Epoch(train) [176][2200/3757] lr: 1.903e-05 eta: 1:12:42 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 12.1009 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4939 loss: 1.4939 2022/06/27 15:11:31 - mmengine - INFO - Epoch(train) [176][2220/3757] lr: 1.903e-05 eta: 1:12:37 time: 0.263 data_time: 0.007 memory: 5036 grad_norm: 12.3622 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6225 loss: 1.6225 2022/06/27 15:11:36 - mmengine - INFO - Epoch(train) [176][2240/3757] lr: 1.903e-05 eta: 1:12:32 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 10.3738 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4197 loss: 1.4197 2022/06/27 15:11:41 - mmengine - INFO - Epoch(train) [176][2260/3757] lr: 1.903e-05 eta: 1:12:26 time: 0.255 data_time: 0.004 memory: 5036 grad_norm: 10.8190 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.2086 loss: 1.2086 2022/06/27 15:11:47 - mmengine - INFO - Epoch(train) [176][2280/3757] lr: 1.903e-05 eta: 1:12:21 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 12.2297 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.3781 loss: 1.3781 2022/06/27 15:11:52 - mmengine - INFO - Epoch(train) [176][2300/3757] lr: 1.903e-05 eta: 1:12:16 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 12.4197 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.5234 loss: 1.5234 2022/06/27 15:11:57 - mmengine - INFO - Epoch(train) [176][2320/3757] lr: 1.903e-05 eta: 1:12:11 time: 0.263 data_time: 0.009 memory: 5036 grad_norm: 10.3950 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.7813 loss: 1.7813 2022/06/27 15:12:03 - mmengine - INFO - Epoch(train) [176][2340/3757] lr: 1.903e-05 eta: 1:12:05 time: 0.252 data_time: 0.009 memory: 5036 grad_norm: 14.0721 top1_acc: 0.2500 top5_acc: 1.0000 loss_cls: 1.6128 loss: 1.6128 2022/06/27 15:12:08 - mmengine - INFO - Epoch(train) [176][2360/3757] lr: 1.903e-05 eta: 1:12:00 time: 0.374 data_time: 0.003 memory: 5036 grad_norm: 11.3175 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3659 loss: 1.3659 2022/06/27 15:12:13 - mmengine - INFO - Epoch(train) [176][2380/3757] lr: 1.903e-05 eta: 1:11:55 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 13.1255 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6579 loss: 1.6579 2022/06/27 15:12:19 - mmengine - INFO - Epoch(train) [176][2400/3757] lr: 1.903e-05 eta: 1:11:50 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 12.2530 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7399 loss: 1.7399 2022/06/27 15:12:24 - mmengine - INFO - Epoch(train) [176][2420/3757] lr: 1.903e-05 eta: 1:11:44 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 11.5457 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.8916 loss: 1.8916 2022/06/27 15:12:30 - mmengine - INFO - Epoch(train) [176][2440/3757] lr: 1.903e-05 eta: 1:11:39 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 12.1483 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8723 loss: 1.8723 2022/06/27 15:12:35 - mmengine - INFO - Epoch(train) [176][2460/3757] lr: 1.903e-05 eta: 1:11:34 time: 0.261 data_time: 0.004 memory: 5036 grad_norm: 10.7076 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.2657 loss: 1.2657 2022/06/27 15:12:40 - mmengine - INFO - Epoch(train) [176][2480/3757] lr: 1.903e-05 eta: 1:11:29 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 13.0172 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3835 loss: 1.3835 2022/06/27 15:12:45 - mmengine - INFO - Epoch(train) [176][2500/3757] lr: 1.903e-05 eta: 1:11:23 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 12.4800 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.6605 loss: 1.6605 2022/06/27 15:12:51 - mmengine - INFO - Epoch(train) [176][2520/3757] lr: 1.903e-05 eta: 1:11:18 time: 0.257 data_time: 0.005 memory: 5036 grad_norm: 13.2089 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5453 loss: 1.5453 2022/06/27 15:12:52 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 15:12:56 - mmengine - INFO - Epoch(train) [176][2540/3757] lr: 1.903e-05 eta: 1:11:13 time: 0.256 data_time: 0.004 memory: 5036 grad_norm: 12.0184 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.1766 loss: 2.1766 2022/06/27 15:13:01 - mmengine - INFO - Epoch(train) [176][2560/3757] lr: 1.903e-05 eta: 1:11:07 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 11.6353 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 1.6496 loss: 1.6496 2022/06/27 15:13:06 - mmengine - INFO - Epoch(train) [176][2580/3757] lr: 1.903e-05 eta: 1:11:02 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 12.6103 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7343 loss: 1.7343 2022/06/27 15:13:12 - mmengine - INFO - Epoch(train) [176][2600/3757] lr: 1.903e-05 eta: 1:10:57 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 12.9339 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4577 loss: 1.4577 2022/06/27 15:13:17 - mmengine - INFO - Epoch(train) [176][2620/3757] lr: 1.903e-05 eta: 1:10:52 time: 0.259 data_time: 0.009 memory: 5036 grad_norm: 11.8983 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.2987 loss: 1.2987 2022/06/27 15:13:22 - mmengine - INFO - Epoch(train) [176][2640/3757] lr: 1.903e-05 eta: 1:10:46 time: 0.256 data_time: 0.013 memory: 5036 grad_norm: 13.3238 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.6104 loss: 1.6104 2022/06/27 15:13:28 - mmengine - INFO - Epoch(train) [176][2660/3757] lr: 1.903e-05 eta: 1:10:41 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 13.7653 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.7212 loss: 1.7212 2022/06/27 15:13:33 - mmengine - INFO - Epoch(train) [176][2680/3757] lr: 1.903e-05 eta: 1:10:36 time: 0.275 data_time: 0.004 memory: 5036 grad_norm: 11.9173 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.5837 loss: 1.5837 2022/06/27 15:13:39 - mmengine - INFO - Epoch(train) [176][2700/3757] lr: 1.903e-05 eta: 1:10:31 time: 0.260 data_time: 0.010 memory: 5036 grad_norm: 11.4330 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8276 loss: 1.8276 2022/06/27 15:13:44 - mmengine - INFO - Epoch(train) [176][2720/3757] lr: 1.903e-05 eta: 1:10:25 time: 0.258 data_time: 0.011 memory: 5036 grad_norm: 10.4824 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5585 loss: 1.5585 2022/06/27 15:13:49 - mmengine - INFO - Epoch(train) [176][2740/3757] lr: 1.903e-05 eta: 1:10:20 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 12.2878 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.5386 loss: 1.5386 2022/06/27 15:13:55 - mmengine - INFO - Epoch(train) [176][2760/3757] lr: 1.903e-05 eta: 1:10:15 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 14.0440 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3780 loss: 1.3780 2022/06/27 15:14:00 - mmengine - INFO - Epoch(train) [176][2780/3757] lr: 1.903e-05 eta: 1:10:10 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 12.0848 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6144 loss: 1.6144 2022/06/27 15:14:05 - mmengine - INFO - Epoch(train) [176][2800/3757] lr: 1.903e-05 eta: 1:10:04 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 10.1358 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.6784 loss: 1.6784 2022/06/27 15:14:11 - mmengine - INFO - Epoch(train) [176][2820/3757] lr: 1.903e-05 eta: 1:09:59 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 13.1914 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.2990 loss: 1.2990 2022/06/27 15:14:16 - mmengine - INFO - Epoch(train) [176][2840/3757] lr: 1.903e-05 eta: 1:09:54 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 14.2860 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1833 loss: 1.1833 2022/06/27 15:14:21 - mmengine - INFO - Epoch(train) [176][2860/3757] lr: 1.903e-05 eta: 1:09:49 time: 0.265 data_time: 0.014 memory: 5036 grad_norm: 12.1638 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.7908 loss: 1.7908 2022/06/27 15:14:26 - mmengine - INFO - Epoch(train) [176][2880/3757] lr: 1.903e-05 eta: 1:09:43 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 11.6930 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3399 loss: 1.3399 2022/06/27 15:14:32 - mmengine - INFO - Epoch(train) [176][2900/3757] lr: 1.903e-05 eta: 1:09:38 time: 0.256 data_time: 0.010 memory: 5036 grad_norm: 11.4742 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.2768 loss: 1.2768 2022/06/27 15:14:37 - mmengine - INFO - Epoch(train) [176][2920/3757] lr: 1.903e-05 eta: 1:09:33 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 11.5410 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3379 loss: 1.3379 2022/06/27 15:14:42 - mmengine - INFO - Epoch(train) [176][2940/3757] lr: 1.903e-05 eta: 1:09:28 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 15.4197 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5994 loss: 1.5994 2022/06/27 15:14:48 - mmengine - INFO - Epoch(train) [176][2960/3757] lr: 1.903e-05 eta: 1:09:22 time: 0.254 data_time: 0.008 memory: 5036 grad_norm: 12.5314 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8384 loss: 1.8384 2022/06/27 15:14:53 - mmengine - INFO - Epoch(train) [176][2980/3757] lr: 1.903e-05 eta: 1:09:17 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 14.1020 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.1900 loss: 1.1900 2022/06/27 15:14:58 - mmengine - INFO - Epoch(train) [176][3000/3757] lr: 1.903e-05 eta: 1:09:12 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 11.6490 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8355 loss: 1.8355 2022/06/27 15:15:03 - mmengine - INFO - Epoch(train) [176][3020/3757] lr: 1.903e-05 eta: 1:09:06 time: 0.260 data_time: 0.010 memory: 5036 grad_norm: 14.6806 top1_acc: 0.3750 top5_acc: 1.0000 loss_cls: 1.3387 loss: 1.3387 2022/06/27 15:15:09 - mmengine - INFO - Epoch(train) [176][3040/3757] lr: 1.903e-05 eta: 1:09:01 time: 0.268 data_time: 0.007 memory: 5036 grad_norm: 11.7685 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6800 loss: 1.6800 2022/06/27 15:15:14 - mmengine - INFO - Epoch(train) [176][3060/3757] lr: 1.903e-05 eta: 1:08:56 time: 0.265 data_time: 0.010 memory: 5036 grad_norm: 9.4639 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.3708 loss: 1.3708 2022/06/27 15:15:19 - mmengine - INFO - Epoch(train) [176][3080/3757] lr: 1.903e-05 eta: 1:08:51 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 13.3993 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.4019 loss: 1.4019 2022/06/27 15:15:25 - mmengine - INFO - Epoch(train) [176][3100/3757] lr: 1.903e-05 eta: 1:08:45 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 15.0423 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.9077 loss: 1.9077 2022/06/27 15:15:30 - mmengine - INFO - Epoch(train) [176][3120/3757] lr: 1.903e-05 eta: 1:08:40 time: 0.258 data_time: 0.011 memory: 5036 grad_norm: 11.8181 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 2.0431 loss: 2.0431 2022/06/27 15:15:35 - mmengine - INFO - Epoch(train) [176][3140/3757] lr: 1.903e-05 eta: 1:08:35 time: 0.259 data_time: 0.009 memory: 5036 grad_norm: 14.2451 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.8117 loss: 1.8117 2022/06/27 15:15:41 - mmengine - INFO - Epoch(train) [176][3160/3757] lr: 1.903e-05 eta: 1:08:30 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 10.1316 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4626 loss: 1.4626 2022/06/27 15:15:46 - mmengine - INFO - Epoch(train) [176][3180/3757] lr: 1.903e-05 eta: 1:08:24 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 11.1068 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.2484 loss: 1.2484 2022/06/27 15:15:51 - mmengine - INFO - Epoch(train) [176][3200/3757] lr: 1.903e-05 eta: 1:08:19 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 12.0544 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6412 loss: 1.6412 2022/06/27 15:15:57 - mmengine - INFO - Epoch(train) [176][3220/3757] lr: 1.903e-05 eta: 1:08:14 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 12.1635 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7483 loss: 1.7483 2022/06/27 15:16:02 - mmengine - INFO - Epoch(train) [176][3240/3757] lr: 1.903e-05 eta: 1:08:09 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 13.4613 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.2315 loss: 1.2315 2022/06/27 15:16:07 - mmengine - INFO - Epoch(train) [176][3260/3757] lr: 1.903e-05 eta: 1:08:03 time: 0.259 data_time: 0.010 memory: 5036 grad_norm: 12.7267 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6550 loss: 1.6550 2022/06/27 15:16:13 - mmengine - INFO - Epoch(train) [176][3280/3757] lr: 1.903e-05 eta: 1:07:58 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 10.1705 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3399 loss: 1.3399 2022/06/27 15:16:18 - mmengine - INFO - Epoch(train) [176][3300/3757] lr: 1.903e-05 eta: 1:07:53 time: 0.264 data_time: 0.009 memory: 5036 grad_norm: 13.5476 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.3737 loss: 1.3737 2022/06/27 15:16:23 - mmengine - INFO - Epoch(train) [176][3320/3757] lr: 1.903e-05 eta: 1:07:48 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 15.8798 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.5401 loss: 1.5401 2022/06/27 15:16:28 - mmengine - INFO - Epoch(train) [176][3340/3757] lr: 1.903e-05 eta: 1:07:42 time: 0.290 data_time: 0.009 memory: 5036 grad_norm: 15.7950 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4418 loss: 1.4418 2022/06/27 15:16:34 - mmengine - INFO - Epoch(train) [176][3360/3757] lr: 1.903e-05 eta: 1:07:37 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 13.2938 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.3473 loss: 1.3473 2022/06/27 15:16:39 - mmengine - INFO - Epoch(train) [176][3380/3757] lr: 1.903e-05 eta: 1:07:32 time: 0.268 data_time: 0.006 memory: 5036 grad_norm: 11.6169 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.5181 loss: 1.5181 2022/06/27 15:16:44 - mmengine - INFO - Epoch(train) [176][3400/3757] lr: 1.903e-05 eta: 1:07:27 time: 0.269 data_time: 0.010 memory: 5036 grad_norm: 13.9488 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.5793 loss: 1.5793 2022/06/27 15:16:49 - mmengine - INFO - Epoch(train) [176][3420/3757] lr: 1.903e-05 eta: 1:07:21 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 15.1528 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6904 loss: 1.6904 2022/06/27 15:16:55 - mmengine - INFO - Epoch(train) [176][3440/3757] lr: 1.903e-05 eta: 1:07:16 time: 0.280 data_time: 0.009 memory: 5036 grad_norm: 12.9666 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.7084 loss: 1.7084 2022/06/27 15:17:00 - mmengine - INFO - Epoch(train) [176][3460/3757] lr: 1.903e-05 eta: 1:07:11 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 13.7033 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5183 loss: 1.5183 2022/06/27 15:17:05 - mmengine - INFO - Epoch(train) [176][3480/3757] lr: 1.903e-05 eta: 1:07:05 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 11.6760 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7240 loss: 1.7240 2022/06/27 15:17:11 - mmengine - INFO - Epoch(train) [176][3500/3757] lr: 1.903e-05 eta: 1:07:00 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 14.1764 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6040 loss: 1.6040 2022/06/27 15:17:16 - mmengine - INFO - Epoch(train) [176][3520/3757] lr: 1.903e-05 eta: 1:06:55 time: 0.262 data_time: 0.009 memory: 5036 grad_norm: 13.7419 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.6414 loss: 1.6414 2022/06/27 15:17:18 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 15:17:22 - mmengine - INFO - Epoch(train) [176][3540/3757] lr: 1.903e-05 eta: 1:06:50 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 15.0836 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.3634 loss: 1.3634 2022/06/27 15:17:27 - mmengine - INFO - Epoch(train) [176][3560/3757] lr: 1.903e-05 eta: 1:06:44 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 14.9082 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7541 loss: 1.7541 2022/06/27 15:17:33 - mmengine - INFO - Epoch(train) [176][3580/3757] lr: 1.903e-05 eta: 1:06:39 time: 0.263 data_time: 0.007 memory: 5036 grad_norm: 11.5492 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1598 loss: 1.1598 2022/06/27 15:17:38 - mmengine - INFO - Epoch(train) [176][3600/3757] lr: 1.903e-05 eta: 1:06:34 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 13.2231 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.5015 loss: 1.5015 2022/06/27 15:17:43 - mmengine - INFO - Epoch(train) [176][3620/3757] lr: 1.903e-05 eta: 1:06:29 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 15.6416 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3803 loss: 1.3803 2022/06/27 15:17:48 - mmengine - INFO - Epoch(train) [176][3640/3757] lr: 1.903e-05 eta: 1:06:23 time: 0.337 data_time: 0.007 memory: 5036 grad_norm: 10.8494 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6568 loss: 1.6568 2022/06/27 15:17:54 - mmengine - INFO - Epoch(train) [176][3660/3757] lr: 1.903e-05 eta: 1:06:18 time: 0.270 data_time: 0.004 memory: 5036 grad_norm: 10.8457 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3878 loss: 1.3878 2022/06/27 15:17:59 - mmengine - INFO - Epoch(train) [176][3680/3757] lr: 1.903e-05 eta: 1:06:13 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 10.6056 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5073 loss: 1.5073 2022/06/27 15:18:05 - mmengine - INFO - Epoch(train) [176][3700/3757] lr: 1.903e-05 eta: 1:06:08 time: 0.262 data_time: 0.009 memory: 5036 grad_norm: 13.0698 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4227 loss: 1.4227 2022/06/27 15:18:10 - mmengine - INFO - Epoch(train) [176][3720/3757] lr: 1.903e-05 eta: 1:06:02 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 14.0930 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.2435 loss: 1.2435 2022/06/27 15:18:15 - mmengine - INFO - Epoch(train) [176][3740/3757] lr: 1.903e-05 eta: 1:05:57 time: 0.244 data_time: 0.006 memory: 5036 grad_norm: 12.8970 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3123 loss: 1.3123 2022/06/27 15:18:19 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 15:18:19 - mmengine - INFO - Saving checkpoint at 176 epochs 2022/06/27 15:18:32 - mmengine - INFO - Epoch(val) [176][20/310] eta: 0:01:45 time: 0.110 data_time: 0.008 memory: 5036 2022/06/27 15:18:37 - mmengine - INFO - Epoch(val) [176][40/310] eta: 0:01:39 time: 0.118 data_time: 0.008 memory: 1723 2022/06/27 15:18:41 - mmengine - INFO - Epoch(val) [176][60/310] eta: 0:00:26 time: 0.109 data_time: 0.002 memory: 1723 2022/06/27 15:18:46 - mmengine - INFO - Epoch(val) [176][80/310] eta: 0:00:24 time: 0.108 data_time: 0.001 memory: 1723 2022/06/27 15:18:53 - mmengine - INFO - Epoch(val) [176][100/310] eta: 0:01:13 time: 0.109 data_time: 0.002 memory: 1723 2022/06/27 15:18:58 - mmengine - INFO - Epoch(val) [176][120/310] eta: 0:01:11 time: 0.266 data_time: 0.160 memory: 1723 2022/06/27 15:19:03 - mmengine - INFO - Epoch(val) [176][140/310] eta: 0:00:25 time: 0.103 data_time: 0.001 memory: 1723 2022/06/27 15:19:07 - mmengine - INFO - Epoch(val) [176][160/310] eta: 0:00:15 time: 0.103 data_time: 0.001 memory: 1723 2022/06/27 15:19:14 - mmengine - INFO - Epoch(val) [176][180/310] eta: 0:00:41 time: 0.313 data_time: 0.206 memory: 1723 2022/06/27 15:19:18 - mmengine - INFO - Epoch(val) [176][200/310] eta: 0:00:40 time: 0.117 data_time: 0.008 memory: 1723 2022/06/27 15:19:23 - mmengine - INFO - Epoch(val) [176][220/310] eta: 0:00:10 time: 0.103 data_time: 0.001 memory: 1723 2022/06/27 15:19:28 - mmengine - INFO - Epoch(val) [176][240/310] eta: 0:00:07 time: 0.109 data_time: 0.002 memory: 1723 2022/06/27 15:19:35 - mmengine - INFO - Epoch(val) [176][260/310] eta: 0:00:17 time: 0.164 data_time: 0.062 memory: 1723 2022/06/27 15:19:39 - mmengine - INFO - Epoch(val) [176][280/310] eta: 0:00:09 time: 0.117 data_time: 0.003 memory: 1723 2022/06/27 15:19:41 - mmengine - INFO - Epoch(val) [176][300/310] eta: 0:00:01 time: 0.097 data_time: 0.001 memory: 1723 2022/06/27 15:19:43 - mmengine - INFO - Epoch(val) [176][310/310] acc/top1: 0.6134 acc/top5: 0.8290 acc/mean1: 0.6133 2022/06/27 15:19:54 - mmengine - INFO - Epoch(train) [177][20/3757] lr: 1.218e-05 eta: 1:05:47 time: 0.253 data_time: 0.004 memory: 5036 grad_norm: 13.6619 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8031 loss: 1.8031 2022/06/27 15:19:59 - mmengine - INFO - Epoch(train) [177][40/3757] lr: 1.218e-05 eta: 1:05:42 time: 0.271 data_time: 0.019 memory: 5036 grad_norm: 14.4268 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.3087 loss: 1.3087 2022/06/27 15:20:04 - mmengine - INFO - Epoch(train) [177][60/3757] lr: 1.218e-05 eta: 1:05:37 time: 0.262 data_time: 0.004 memory: 5036 grad_norm: 12.3141 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4166 loss: 1.4166 2022/06/27 15:20:10 - mmengine - INFO - Epoch(train) [177][80/3757] lr: 1.218e-05 eta: 1:05:32 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 11.5629 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3756 loss: 1.3756 2022/06/27 15:20:15 - mmengine - INFO - Epoch(train) [177][100/3757] lr: 1.218e-05 eta: 1:05:26 time: 0.255 data_time: 0.004 memory: 5036 grad_norm: 11.3828 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5904 loss: 1.5904 2022/06/27 15:20:21 - mmengine - INFO - Epoch(train) [177][120/3757] lr: 1.218e-05 eta: 1:05:21 time: 0.265 data_time: 0.004 memory: 5036 grad_norm: 10.7775 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.3611 loss: 1.3611 2022/06/27 15:20:26 - mmengine - INFO - Epoch(train) [177][140/3757] lr: 1.218e-05 eta: 1:05:16 time: 0.253 data_time: 0.004 memory: 5036 grad_norm: 12.0651 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3629 loss: 1.3629 2022/06/27 15:20:32 - mmengine - INFO - Epoch(train) [177][160/3757] lr: 1.218e-05 eta: 1:05:11 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 11.3787 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5100 loss: 1.5100 2022/06/27 15:20:37 - mmengine - INFO - Epoch(train) [177][180/3757] lr: 1.218e-05 eta: 1:05:05 time: 0.260 data_time: 0.015 memory: 5036 grad_norm: 14.1162 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.2449 loss: 1.2449 2022/06/27 15:20:42 - mmengine - INFO - Epoch(train) [177][200/3757] lr: 1.218e-05 eta: 1:05:00 time: 0.253 data_time: 0.004 memory: 5036 grad_norm: 14.8232 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.6394 loss: 1.6394 2022/06/27 15:20:48 - mmengine - INFO - Epoch(train) [177][220/3757] lr: 1.218e-05 eta: 1:04:55 time: 0.258 data_time: 0.004 memory: 5036 grad_norm: 14.7380 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.2170 loss: 1.2170 2022/06/27 15:20:53 - mmengine - INFO - Epoch(train) [177][240/3757] lr: 1.218e-05 eta: 1:04:50 time: 0.260 data_time: 0.010 memory: 5036 grad_norm: 12.2748 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6008 loss: 1.6008 2022/06/27 15:20:59 - mmengine - INFO - Epoch(train) [177][260/3757] lr: 1.218e-05 eta: 1:04:44 time: 0.272 data_time: 0.004 memory: 5036 grad_norm: 13.8402 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1832 loss: 1.1832 2022/06/27 15:21:04 - mmengine - INFO - Epoch(train) [177][280/3757] lr: 1.218e-05 eta: 1:04:39 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 12.3030 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.5431 loss: 1.5431 2022/06/27 15:21:09 - mmengine - INFO - Epoch(train) [177][300/3757] lr: 1.218e-05 eta: 1:04:34 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 13.3922 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4940 loss: 1.4940 2022/06/27 15:21:14 - mmengine - INFO - Epoch(train) [177][320/3757] lr: 1.218e-05 eta: 1:04:29 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 16.1916 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5342 loss: 1.5342 2022/06/27 15:21:20 - mmengine - INFO - Epoch(train) [177][340/3757] lr: 1.218e-05 eta: 1:04:23 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 15.0856 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.4324 loss: 1.4324 2022/06/27 15:21:25 - mmengine - INFO - Epoch(train) [177][360/3757] lr: 1.218e-05 eta: 1:04:18 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 12.4919 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.6428 loss: 1.6428 2022/06/27 15:21:31 - mmengine - INFO - Epoch(train) [177][380/3757] lr: 1.218e-05 eta: 1:04:13 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 11.3035 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.3612 loss: 1.3612 2022/06/27 15:21:36 - mmengine - INFO - Epoch(train) [177][400/3757] lr: 1.218e-05 eta: 1:04:08 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 12.2456 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4243 loss: 1.4243 2022/06/27 15:21:42 - mmengine - INFO - Epoch(train) [177][420/3757] lr: 1.218e-05 eta: 1:04:02 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 11.8363 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.6156 loss: 1.6156 2022/06/27 15:21:47 - mmengine - INFO - Epoch(train) [177][440/3757] lr: 1.218e-05 eta: 1:03:57 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 16.2235 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.7125 loss: 1.7125 2022/06/27 15:21:52 - mmengine - INFO - Epoch(train) [177][460/3757] lr: 1.218e-05 eta: 1:03:52 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 13.7220 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 2.0234 loss: 2.0234 2022/06/27 15:21:57 - mmengine - INFO - Epoch(train) [177][480/3757] lr: 1.218e-05 eta: 1:03:46 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 11.3297 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 2.0078 loss: 2.0078 2022/06/27 15:22:03 - mmengine - INFO - Epoch(train) [177][500/3757] lr: 1.218e-05 eta: 1:03:41 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 14.7578 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5940 loss: 1.5940 2022/06/27 15:22:08 - mmengine - INFO - Epoch(train) [177][520/3757] lr: 1.218e-05 eta: 1:03:36 time: 0.260 data_time: 0.009 memory: 5036 grad_norm: 11.4831 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5564 loss: 1.5564 2022/06/27 15:22:13 - mmengine - INFO - Epoch(train) [177][540/3757] lr: 1.218e-05 eta: 1:03:31 time: 0.260 data_time: 0.011 memory: 5036 grad_norm: 12.4977 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4686 loss: 1.4686 2022/06/27 15:22:19 - mmengine - INFO - Epoch(train) [177][560/3757] lr: 1.218e-05 eta: 1:03:25 time: 0.270 data_time: 0.003 memory: 5036 grad_norm: 11.3230 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.5139 loss: 1.5139 2022/06/27 15:22:24 - mmengine - INFO - Epoch(train) [177][580/3757] lr: 1.218e-05 eta: 1:03:20 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 11.6433 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4581 loss: 1.4581 2022/06/27 15:22:29 - mmengine - INFO - Epoch(train) [177][600/3757] lr: 1.218e-05 eta: 1:03:15 time: 0.263 data_time: 0.003 memory: 5036 grad_norm: 14.3234 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4469 loss: 1.4469 2022/06/27 15:22:35 - mmengine - INFO - Epoch(train) [177][620/3757] lr: 1.218e-05 eta: 1:03:10 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 13.9650 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6565 loss: 1.6565 2022/06/27 15:22:40 - mmengine - INFO - Epoch(train) [177][640/3757] lr: 1.218e-05 eta: 1:03:04 time: 0.264 data_time: 0.014 memory: 5036 grad_norm: 11.9391 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3400 loss: 1.3400 2022/06/27 15:22:45 - mmengine - INFO - Epoch(train) [177][660/3757] lr: 1.218e-05 eta: 1:02:59 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 14.5028 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6034 loss: 1.6034 2022/06/27 15:22:50 - mmengine - INFO - Epoch(train) [177][680/3757] lr: 1.218e-05 eta: 1:02:54 time: 0.258 data_time: 0.010 memory: 5036 grad_norm: 12.7902 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6884 loss: 1.6884 2022/06/27 15:22:56 - mmengine - INFO - Epoch(train) [177][700/3757] lr: 1.218e-05 eta: 1:02:49 time: 0.268 data_time: 0.010 memory: 5036 grad_norm: 13.0275 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1881 loss: 1.1881 2022/06/27 15:23:01 - mmengine - INFO - Epoch(train) [177][720/3757] lr: 1.218e-05 eta: 1:02:43 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 14.1389 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.6271 loss: 1.6271 2022/06/27 15:23:06 - mmengine - INFO - Epoch(train) [177][740/3757] lr: 1.218e-05 eta: 1:02:38 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 12.2971 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6401 loss: 1.6401 2022/06/27 15:23:12 - mmengine - INFO - Epoch(train) [177][760/3757] lr: 1.218e-05 eta: 1:02:33 time: 0.263 data_time: 0.007 memory: 5036 grad_norm: 14.0037 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8897 loss: 1.8897 2022/06/27 15:23:14 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 15:23:17 - mmengine - INFO - Epoch(train) [177][780/3757] lr: 1.218e-05 eta: 1:02:28 time: 0.266 data_time: 0.007 memory: 5036 grad_norm: 12.2219 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6464 loss: 1.6464 2022/06/27 15:23:22 - mmengine - INFO - Epoch(train) [177][800/3757] lr: 1.218e-05 eta: 1:02:22 time: 0.255 data_time: 0.008 memory: 5036 grad_norm: 10.8619 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1397 loss: 1.1397 2022/06/27 15:23:28 - mmengine - INFO - Epoch(train) [177][820/3757] lr: 1.218e-05 eta: 1:02:17 time: 0.264 data_time: 0.006 memory: 5036 grad_norm: 12.9869 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6693 loss: 1.6693 2022/06/27 15:23:33 - mmengine - INFO - Epoch(train) [177][840/3757] lr: 1.218e-05 eta: 1:02:12 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 13.8588 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.4122 loss: 1.4122 2022/06/27 15:23:38 - mmengine - INFO - Epoch(train) [177][860/3757] lr: 1.218e-05 eta: 1:02:07 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 13.7069 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.0713 loss: 1.0713 2022/06/27 15:23:44 - mmengine - INFO - Epoch(train) [177][880/3757] lr: 1.218e-05 eta: 1:02:01 time: 0.257 data_time: 0.008 memory: 5036 grad_norm: 12.3521 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.9845 loss: 0.9845 2022/06/27 15:23:49 - mmengine - INFO - Epoch(train) [177][900/3757] lr: 1.218e-05 eta: 1:01:56 time: 0.347 data_time: 0.007 memory: 5036 grad_norm: 12.6284 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8125 loss: 1.8125 2022/06/27 15:23:54 - mmengine - INFO - Epoch(train) [177][920/3757] lr: 1.218e-05 eta: 1:01:51 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 16.4781 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.6655 loss: 1.6655 2022/06/27 15:24:00 - mmengine - INFO - Epoch(train) [177][940/3757] lr: 1.218e-05 eta: 1:01:45 time: 0.256 data_time: 0.004 memory: 5036 grad_norm: 12.9992 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5479 loss: 1.5479 2022/06/27 15:24:05 - mmengine - INFO - Epoch(train) [177][960/3757] lr: 1.218e-05 eta: 1:01:40 time: 0.259 data_time: 0.009 memory: 5036 grad_norm: 13.1259 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.5947 loss: 1.5947 2022/06/27 15:24:11 - mmengine - INFO - Epoch(train) [177][980/3757] lr: 1.218e-05 eta: 1:01:35 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 11.0629 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.6044 loss: 1.6044 2022/06/27 15:24:16 - mmengine - INFO - Epoch(train) [177][1000/3757] lr: 1.218e-05 eta: 1:01:30 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 12.4576 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.3997 loss: 1.3997 2022/06/27 15:24:21 - mmengine - INFO - Epoch(train) [177][1020/3757] lr: 1.218e-05 eta: 1:01:24 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 15.2725 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0539 loss: 2.0539 2022/06/27 15:24:26 - mmengine - INFO - Epoch(train) [177][1040/3757] lr: 1.218e-05 eta: 1:01:19 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 11.9531 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4665 loss: 1.4665 2022/06/27 15:24:32 - mmengine - INFO - Epoch(train) [177][1060/3757] lr: 1.218e-05 eta: 1:01:14 time: 0.263 data_time: 0.011 memory: 5036 grad_norm: 12.7810 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4260 loss: 1.4260 2022/06/27 15:24:37 - mmengine - INFO - Epoch(train) [177][1080/3757] lr: 1.218e-05 eta: 1:01:09 time: 0.270 data_time: 0.006 memory: 5036 grad_norm: 10.2248 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.6127 loss: 1.6127 2022/06/27 15:24:42 - mmengine - INFO - Epoch(train) [177][1100/3757] lr: 1.218e-05 eta: 1:01:03 time: 0.259 data_time: 0.009 memory: 5036 grad_norm: 13.0178 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.9944 loss: 1.9944 2022/06/27 15:24:48 - mmengine - INFO - Epoch(train) [177][1120/3757] lr: 1.218e-05 eta: 1:00:58 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 12.7830 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.4128 loss: 1.4128 2022/06/27 15:24:53 - mmengine - INFO - Epoch(train) [177][1140/3757] lr: 1.218e-05 eta: 1:00:53 time: 0.268 data_time: 0.008 memory: 5036 grad_norm: 15.6385 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.1635 loss: 1.1635 2022/06/27 15:24:58 - mmengine - INFO - Epoch(train) [177][1160/3757] lr: 1.218e-05 eta: 1:00:48 time: 0.265 data_time: 0.004 memory: 5036 grad_norm: 11.4315 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2067 loss: 1.2067 2022/06/27 15:25:04 - mmengine - INFO - Epoch(train) [177][1180/3757] lr: 1.218e-05 eta: 1:00:42 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 14.3134 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 1.3029 loss: 1.3029 2022/06/27 15:25:09 - mmengine - INFO - Epoch(train) [177][1200/3757] lr: 1.218e-05 eta: 1:00:37 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 14.2997 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.4722 loss: 1.4722 2022/06/27 15:25:14 - mmengine - INFO - Epoch(train) [177][1220/3757] lr: 1.218e-05 eta: 1:00:32 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 12.4033 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5199 loss: 1.5199 2022/06/27 15:25:20 - mmengine - INFO - Epoch(train) [177][1240/3757] lr: 1.218e-05 eta: 1:00:27 time: 0.262 data_time: 0.012 memory: 5036 grad_norm: 13.3343 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.7247 loss: 1.7247 2022/06/27 15:25:25 - mmengine - INFO - Epoch(train) [177][1260/3757] lr: 1.218e-05 eta: 1:00:21 time: 0.256 data_time: 0.010 memory: 5036 grad_norm: 13.3983 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6689 loss: 1.6689 2022/06/27 15:25:31 - mmengine - INFO - Epoch(train) [177][1280/3757] lr: 1.218e-05 eta: 1:00:16 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 11.1192 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.6631 loss: 1.6631 2022/06/27 15:25:36 - mmengine - INFO - Epoch(train) [177][1300/3757] lr: 1.218e-05 eta: 1:00:11 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 14.3101 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.8287 loss: 1.8287 2022/06/27 15:25:42 - mmengine - INFO - Epoch(train) [177][1320/3757] lr: 1.218e-05 eta: 1:00:06 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 11.4824 top1_acc: 0.2500 top5_acc: 0.8750 loss_cls: 1.6084 loss: 1.6084 2022/06/27 15:25:47 - mmengine - INFO - Epoch(train) [177][1340/3757] lr: 1.218e-05 eta: 1:00:00 time: 0.252 data_time: 0.004 memory: 5036 grad_norm: 15.9211 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.3849 loss: 1.3849 2022/06/27 15:25:52 - mmengine - INFO - Epoch(train) [177][1360/3757] lr: 1.218e-05 eta: 0:59:55 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 12.0661 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4700 loss: 1.4700 2022/06/27 15:25:57 - mmengine - INFO - Epoch(train) [177][1380/3757] lr: 1.218e-05 eta: 0:59:50 time: 0.263 data_time: 0.009 memory: 5036 grad_norm: 14.4486 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.2062 loss: 1.2062 2022/06/27 15:26:03 - mmengine - INFO - Epoch(train) [177][1400/3757] lr: 1.218e-05 eta: 0:59:45 time: 0.251 data_time: 0.007 memory: 5036 grad_norm: 11.9480 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2624 loss: 1.2624 2022/06/27 15:26:08 - mmengine - INFO - Epoch(train) [177][1420/3757] lr: 1.218e-05 eta: 0:59:39 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 11.4413 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 2.1041 loss: 2.1041 2022/06/27 15:26:13 - mmengine - INFO - Epoch(train) [177][1440/3757] lr: 1.218e-05 eta: 0:59:34 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 9.8435 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.5001 loss: 1.5001 2022/06/27 15:26:18 - mmengine - INFO - Epoch(train) [177][1460/3757] lr: 1.218e-05 eta: 0:59:29 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 12.6594 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6751 loss: 1.6751 2022/06/27 15:26:24 - mmengine - INFO - Epoch(train) [177][1480/3757] lr: 1.218e-05 eta: 0:59:23 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 11.1363 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.5784 loss: 1.5784 2022/06/27 15:26:29 - mmengine - INFO - Epoch(train) [177][1500/3757] lr: 1.218e-05 eta: 0:59:18 time: 0.260 data_time: 0.004 memory: 5036 grad_norm: 12.7478 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5257 loss: 1.5257 2022/06/27 15:26:34 - mmengine - INFO - Epoch(train) [177][1520/3757] lr: 1.218e-05 eta: 0:59:13 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 12.6750 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4970 loss: 1.4970 2022/06/27 15:26:40 - mmengine - INFO - Epoch(train) [177][1540/3757] lr: 1.218e-05 eta: 0:59:08 time: 0.273 data_time: 0.025 memory: 5036 grad_norm: 11.8177 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4742 loss: 1.4742 2022/06/27 15:26:45 - mmengine - INFO - Epoch(train) [177][1560/3757] lr: 1.218e-05 eta: 0:59:02 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 11.4122 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 2.0311 loss: 2.0311 2022/06/27 15:26:50 - mmengine - INFO - Epoch(train) [177][1580/3757] lr: 1.218e-05 eta: 0:58:57 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 13.1082 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4668 loss: 1.4668 2022/06/27 15:26:56 - mmengine - INFO - Epoch(train) [177][1600/3757] lr: 1.218e-05 eta: 0:58:52 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 13.0716 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.9928 loss: 1.9928 2022/06/27 15:27:01 - mmengine - INFO - Epoch(train) [177][1620/3757] lr: 1.218e-05 eta: 0:58:47 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 13.7169 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.7207 loss: 1.7207 2022/06/27 15:27:06 - mmengine - INFO - Epoch(train) [177][1640/3757] lr: 1.218e-05 eta: 0:58:41 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 12.5567 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.2914 loss: 1.2914 2022/06/27 15:27:11 - mmengine - INFO - Epoch(train) [177][1660/3757] lr: 1.218e-05 eta: 0:58:36 time: 0.253 data_time: 0.004 memory: 5036 grad_norm: 14.4830 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.2446 loss: 1.2446 2022/06/27 15:27:17 - mmengine - INFO - Epoch(train) [177][1680/3757] lr: 1.218e-05 eta: 0:58:31 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 13.2313 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.4446 loss: 1.4446 2022/06/27 15:27:22 - mmengine - INFO - Epoch(train) [177][1700/3757] lr: 1.218e-05 eta: 0:58:26 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 14.5637 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7339 loss: 1.7339 2022/06/27 15:27:27 - mmengine - INFO - Epoch(train) [177][1720/3757] lr: 1.218e-05 eta: 0:58:20 time: 0.267 data_time: 0.004 memory: 5036 grad_norm: 12.9960 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7272 loss: 1.7272 2022/06/27 15:27:33 - mmengine - INFO - Epoch(train) [177][1740/3757] lr: 1.218e-05 eta: 0:58:15 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 11.0307 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.7067 loss: 1.7067 2022/06/27 15:27:38 - mmengine - INFO - Epoch(train) [177][1760/3757] lr: 1.218e-05 eta: 0:58:10 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 10.7952 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.4021 loss: 1.4021 2022/06/27 15:27:40 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 15:27:43 - mmengine - INFO - Epoch(train) [177][1780/3757] lr: 1.218e-05 eta: 0:58:05 time: 0.260 data_time: 0.010 memory: 5036 grad_norm: 12.6121 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9189 loss: 1.9189 2022/06/27 15:27:48 - mmengine - INFO - Epoch(train) [177][1800/3757] lr: 1.218e-05 eta: 0:57:59 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 12.8107 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4098 loss: 1.4098 2022/06/27 15:27:54 - mmengine - INFO - Epoch(train) [177][1820/3757] lr: 1.218e-05 eta: 0:57:54 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 13.4722 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4306 loss: 1.4306 2022/06/27 15:27:59 - mmengine - INFO - Epoch(train) [177][1840/3757] lr: 1.218e-05 eta: 0:57:49 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 12.0882 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.3704 loss: 1.3704 2022/06/27 15:28:05 - mmengine - INFO - Epoch(train) [177][1860/3757] lr: 1.218e-05 eta: 0:57:44 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 11.8213 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.1645 loss: 1.1645 2022/06/27 15:28:10 - mmengine - INFO - Epoch(train) [177][1880/3757] lr: 1.218e-05 eta: 0:57:38 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 10.8979 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4744 loss: 1.4744 2022/06/27 15:28:15 - mmengine - INFO - Epoch(train) [177][1900/3757] lr: 1.218e-05 eta: 0:57:33 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 15.3584 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.5196 loss: 1.5196 2022/06/27 15:28:21 - mmengine - INFO - Epoch(train) [177][1920/3757] lr: 1.218e-05 eta: 0:57:28 time: 0.267 data_time: 0.007 memory: 5036 grad_norm: 13.7875 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.7175 loss: 1.7175 2022/06/27 15:28:26 - mmengine - INFO - Epoch(train) [177][1940/3757] lr: 1.218e-05 eta: 0:57:22 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 12.8845 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4299 loss: 1.4299 2022/06/27 15:28:31 - mmengine - INFO - Epoch(train) [177][1960/3757] lr: 1.218e-05 eta: 0:57:17 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 13.3600 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.7849 loss: 1.7849 2022/06/27 15:28:36 - mmengine - INFO - Epoch(train) [177][1980/3757] lr: 1.218e-05 eta: 0:57:12 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 13.6816 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4416 loss: 1.4416 2022/06/27 15:28:42 - mmengine - INFO - Epoch(train) [177][2000/3757] lr: 1.218e-05 eta: 0:57:07 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 12.1290 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.5206 loss: 1.5206 2022/06/27 15:28:47 - mmengine - INFO - Epoch(train) [177][2020/3757] lr: 1.218e-05 eta: 0:57:01 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 11.2538 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.1383 loss: 1.1383 2022/06/27 15:28:52 - mmengine - INFO - Epoch(train) [177][2040/3757] lr: 1.218e-05 eta: 0:56:56 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 12.1075 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8060 loss: 1.8060 2022/06/27 15:28:57 - mmengine - INFO - Epoch(train) [177][2060/3757] lr: 1.218e-05 eta: 0:56:51 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 11.8869 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3555 loss: 1.3555 2022/06/27 15:29:03 - mmengine - INFO - Epoch(train) [177][2080/3757] lr: 1.218e-05 eta: 0:56:46 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 15.4815 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4544 loss: 1.4544 2022/06/27 15:29:08 - mmengine - INFO - Epoch(train) [177][2100/3757] lr: 1.218e-05 eta: 0:56:40 time: 0.269 data_time: 0.007 memory: 5036 grad_norm: 12.4420 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.2948 loss: 1.2948 2022/06/27 15:29:13 - mmengine - INFO - Epoch(train) [177][2120/3757] lr: 1.218e-05 eta: 0:56:35 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 12.3492 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.2338 loss: 1.2338 2022/06/27 15:29:18 - mmengine - INFO - Epoch(train) [177][2140/3757] lr: 1.218e-05 eta: 0:56:30 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 14.2045 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3691 loss: 1.3691 2022/06/27 15:29:24 - mmengine - INFO - Epoch(train) [177][2160/3757] lr: 1.218e-05 eta: 0:56:25 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 12.0773 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3683 loss: 1.3683 2022/06/27 15:29:29 - mmengine - INFO - Epoch(train) [177][2180/3757] lr: 1.218e-05 eta: 0:56:19 time: 0.259 data_time: 0.008 memory: 5036 grad_norm: 11.8465 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.1474 loss: 1.1474 2022/06/27 15:29:34 - mmengine - INFO - Epoch(train) [177][2200/3757] lr: 1.218e-05 eta: 0:56:14 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 11.8631 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.4202 loss: 1.4202 2022/06/27 15:29:40 - mmengine - INFO - Epoch(train) [177][2220/3757] lr: 1.218e-05 eta: 0:56:09 time: 0.358 data_time: 0.003 memory: 5036 grad_norm: 14.3826 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6475 loss: 1.6475 2022/06/27 15:29:45 - mmengine - INFO - Epoch(train) [177][2240/3757] lr: 1.218e-05 eta: 0:56:04 time: 0.266 data_time: 0.007 memory: 5036 grad_norm: 12.1908 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4877 loss: 1.4877 2022/06/27 15:29:50 - mmengine - INFO - Epoch(train) [177][2260/3757] lr: 1.218e-05 eta: 0:55:58 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 12.0050 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3024 loss: 1.3024 2022/06/27 15:29:55 - mmengine - INFO - Epoch(train) [177][2280/3757] lr: 1.218e-05 eta: 0:55:53 time: 0.264 data_time: 0.007 memory: 5036 grad_norm: 11.5099 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8016 loss: 1.8016 2022/06/27 15:30:01 - mmengine - INFO - Epoch(train) [177][2300/3757] lr: 1.218e-05 eta: 0:55:48 time: 0.260 data_time: 0.009 memory: 5036 grad_norm: 12.5490 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6393 loss: 1.6393 2022/06/27 15:30:06 - mmengine - INFO - Epoch(train) [177][2320/3757] lr: 1.218e-05 eta: 0:55:42 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 12.0404 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3628 loss: 1.3628 2022/06/27 15:30:11 - mmengine - INFO - Epoch(train) [177][2340/3757] lr: 1.218e-05 eta: 0:55:37 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 13.0583 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5916 loss: 1.5916 2022/06/27 15:30:17 - mmengine - INFO - Epoch(train) [177][2360/3757] lr: 1.218e-05 eta: 0:55:32 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 12.1281 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5804 loss: 1.5804 2022/06/27 15:30:22 - mmengine - INFO - Epoch(train) [177][2380/3757] lr: 1.218e-05 eta: 0:55:27 time: 0.251 data_time: 0.003 memory: 5036 grad_norm: 10.6045 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.7124 loss: 1.7124 2022/06/27 15:30:27 - mmengine - INFO - Epoch(train) [177][2400/3757] lr: 1.218e-05 eta: 0:55:21 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 13.9121 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8032 loss: 1.8032 2022/06/27 15:30:32 - mmengine - INFO - Epoch(train) [177][2420/3757] lr: 1.218e-05 eta: 0:55:16 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 14.0199 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4402 loss: 1.4402 2022/06/27 15:30:38 - mmengine - INFO - Epoch(train) [177][2440/3757] lr: 1.218e-05 eta: 0:55:11 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 15.7660 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.4501 loss: 1.4501 2022/06/27 15:30:43 - mmengine - INFO - Epoch(train) [177][2460/3757] lr: 1.218e-05 eta: 0:55:06 time: 0.263 data_time: 0.008 memory: 5036 grad_norm: 13.0391 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2850 loss: 1.2850 2022/06/27 15:30:48 - mmengine - INFO - Epoch(train) [177][2480/3757] lr: 1.218e-05 eta: 0:55:00 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 12.7847 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.5232 loss: 1.5232 2022/06/27 15:30:54 - mmengine - INFO - Epoch(train) [177][2500/3757] lr: 1.218e-05 eta: 0:54:55 time: 0.254 data_time: 0.004 memory: 5036 grad_norm: 13.5089 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.9105 loss: 1.9105 2022/06/27 15:30:59 - mmengine - INFO - Epoch(train) [177][2520/3757] lr: 1.218e-05 eta: 0:54:50 time: 0.254 data_time: 0.010 memory: 5036 grad_norm: 11.8625 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.2217 loss: 1.2217 2022/06/27 15:31:04 - mmengine - INFO - Epoch(train) [177][2540/3757] lr: 1.218e-05 eta: 0:54:45 time: 0.267 data_time: 0.007 memory: 5036 grad_norm: 11.8342 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3966 loss: 1.3966 2022/06/27 15:31:09 - mmengine - INFO - Epoch(train) [177][2560/3757] lr: 1.218e-05 eta: 0:54:39 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 13.1290 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6640 loss: 1.6640 2022/06/27 15:31:15 - mmengine - INFO - Epoch(train) [177][2580/3757] lr: 1.218e-05 eta: 0:54:34 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 15.5750 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.8297 loss: 1.8297 2022/06/27 15:31:20 - mmengine - INFO - Epoch(train) [177][2600/3757] lr: 1.218e-05 eta: 0:54:29 time: 0.267 data_time: 0.003 memory: 5036 grad_norm: 10.4454 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4540 loss: 1.4540 2022/06/27 15:31:25 - mmengine - INFO - Epoch(train) [177][2620/3757] lr: 1.218e-05 eta: 0:54:24 time: 0.262 data_time: 0.011 memory: 5036 grad_norm: 13.0467 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 2.1836 loss: 2.1836 2022/06/27 15:31:31 - mmengine - INFO - Epoch(train) [177][2640/3757] lr: 1.218e-05 eta: 0:54:18 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 16.4926 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.7822 loss: 1.7822 2022/06/27 15:31:36 - mmengine - INFO - Epoch(train) [177][2660/3757] lr: 1.218e-05 eta: 0:54:13 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 13.7641 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8442 loss: 1.8442 2022/06/27 15:31:41 - mmengine - INFO - Epoch(train) [177][2680/3757] lr: 1.218e-05 eta: 0:54:08 time: 0.261 data_time: 0.010 memory: 5036 grad_norm: 14.7930 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4429 loss: 1.4429 2022/06/27 15:31:46 - mmengine - INFO - Epoch(train) [177][2700/3757] lr: 1.218e-05 eta: 0:54:03 time: 0.261 data_time: 0.008 memory: 5036 grad_norm: 11.3694 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6542 loss: 1.6542 2022/06/27 15:31:52 - mmengine - INFO - Epoch(train) [177][2720/3757] lr: 1.218e-05 eta: 0:53:57 time: 0.269 data_time: 0.007 memory: 5036 grad_norm: 11.8695 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3220 loss: 1.3220 2022/06/27 15:31:57 - mmengine - INFO - Epoch(train) [177][2740/3757] lr: 1.218e-05 eta: 0:53:52 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 10.4222 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5408 loss: 1.5408 2022/06/27 15:32:02 - mmengine - INFO - Epoch(train) [177][2760/3757] lr: 1.218e-05 eta: 0:53:47 time: 0.277 data_time: 0.007 memory: 5036 grad_norm: 12.2346 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7212 loss: 1.7212 2022/06/27 15:32:05 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 15:32:08 - mmengine - INFO - Epoch(train) [177][2780/3757] lr: 1.218e-05 eta: 0:53:41 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 13.3840 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.8335 loss: 1.8335 2022/06/27 15:32:13 - mmengine - INFO - Epoch(train) [177][2800/3757] lr: 1.218e-05 eta: 0:53:36 time: 0.269 data_time: 0.004 memory: 5036 grad_norm: 13.9464 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8340 loss: 1.8340 2022/06/27 15:32:18 - mmengine - INFO - Epoch(train) [177][2820/3757] lr: 1.218e-05 eta: 0:53:31 time: 0.264 data_time: 0.006 memory: 5036 grad_norm: 13.1600 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.7703 loss: 1.7703 2022/06/27 15:32:24 - mmengine - INFO - Epoch(train) [177][2840/3757] lr: 1.218e-05 eta: 0:53:26 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 12.5429 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4852 loss: 1.4852 2022/06/27 15:32:29 - mmengine - INFO - Epoch(train) [177][2860/3757] lr: 1.218e-05 eta: 0:53:20 time: 0.261 data_time: 0.009 memory: 5036 grad_norm: 13.6028 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3832 loss: 1.3832 2022/06/27 15:32:34 - mmengine - INFO - Epoch(train) [177][2880/3757] lr: 1.218e-05 eta: 0:53:15 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 13.0767 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3730 loss: 1.3730 2022/06/27 15:32:39 - mmengine - INFO - Epoch(train) [177][2900/3757] lr: 1.218e-05 eta: 0:53:10 time: 0.267 data_time: 0.004 memory: 5036 grad_norm: 11.0321 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5561 loss: 1.5561 2022/06/27 15:32:45 - mmengine - INFO - Epoch(train) [177][2920/3757] lr: 1.218e-05 eta: 0:53:05 time: 0.260 data_time: 0.010 memory: 5036 grad_norm: 10.5160 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.4096 loss: 1.4096 2022/06/27 15:32:50 - mmengine - INFO - Epoch(train) [177][2940/3757] lr: 1.218e-05 eta: 0:52:59 time: 0.292 data_time: 0.003 memory: 5036 grad_norm: 14.4812 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4501 loss: 1.4501 2022/06/27 15:32:55 - mmengine - INFO - Epoch(train) [177][2960/3757] lr: 1.218e-05 eta: 0:52:54 time: 0.269 data_time: 0.004 memory: 5036 grad_norm: 11.8806 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.2628 loss: 1.2628 2022/06/27 15:33:01 - mmengine - INFO - Epoch(train) [177][2980/3757] lr: 1.218e-05 eta: 0:52:49 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 10.9908 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.4986 loss: 1.4986 2022/06/27 15:33:06 - mmengine - INFO - Epoch(train) [177][3000/3757] lr: 1.218e-05 eta: 0:52:44 time: 0.274 data_time: 0.006 memory: 5036 grad_norm: 14.0535 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4148 loss: 1.4148 2022/06/27 15:33:12 - mmengine - INFO - Epoch(train) [177][3020/3757] lr: 1.218e-05 eta: 0:52:38 time: 0.258 data_time: 0.008 memory: 5036 grad_norm: 14.9931 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3736 loss: 1.3736 2022/06/27 15:33:17 - mmengine - INFO - Epoch(train) [177][3040/3757] lr: 1.218e-05 eta: 0:52:33 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 13.1154 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5214 loss: 1.5214 2022/06/27 15:33:22 - mmengine - INFO - Epoch(train) [177][3060/3757] lr: 1.218e-05 eta: 0:52:28 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 12.9562 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6502 loss: 1.6502 2022/06/27 15:33:27 - mmengine - INFO - Epoch(train) [177][3080/3757] lr: 1.218e-05 eta: 0:52:23 time: 0.259 data_time: 0.009 memory: 5036 grad_norm: 12.9173 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.7674 loss: 1.7674 2022/06/27 15:33:33 - mmengine - INFO - Epoch(train) [177][3100/3757] lr: 1.218e-05 eta: 0:52:17 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 14.3301 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.6386 loss: 1.6386 2022/06/27 15:33:38 - mmengine - INFO - Epoch(train) [177][3120/3757] lr: 1.218e-05 eta: 0:52:12 time: 0.253 data_time: 0.004 memory: 5036 grad_norm: 13.1663 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.6778 loss: 1.6778 2022/06/27 15:33:44 - mmengine - INFO - Epoch(train) [177][3140/3757] lr: 1.218e-05 eta: 0:52:07 time: 0.265 data_time: 0.013 memory: 5036 grad_norm: 10.6026 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.1223 loss: 1.1223 2022/06/27 15:33:49 - mmengine - INFO - Epoch(train) [177][3160/3757] lr: 1.218e-05 eta: 0:52:02 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 11.7439 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4887 loss: 1.4887 2022/06/27 15:33:54 - mmengine - INFO - Epoch(train) [177][3180/3757] lr: 1.218e-05 eta: 0:51:56 time: 0.264 data_time: 0.007 memory: 5036 grad_norm: 14.6044 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.1969 loss: 1.1969 2022/06/27 15:34:00 - mmengine - INFO - Epoch(train) [177][3200/3757] lr: 1.218e-05 eta: 0:51:51 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 11.9042 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.3157 loss: 1.3157 2022/06/27 15:34:05 - mmengine - INFO - Epoch(train) [177][3220/3757] lr: 1.218e-05 eta: 0:51:46 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 13.4152 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7823 loss: 1.7823 2022/06/27 15:34:10 - mmengine - INFO - Epoch(train) [177][3240/3757] lr: 1.218e-05 eta: 0:51:40 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 12.1323 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3864 loss: 1.3864 2022/06/27 15:34:16 - mmengine - INFO - Epoch(train) [177][3260/3757] lr: 1.218e-05 eta: 0:51:35 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 11.0017 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1859 loss: 1.1859 2022/06/27 15:34:21 - mmengine - INFO - Epoch(train) [177][3280/3757] lr: 1.218e-05 eta: 0:51:30 time: 0.258 data_time: 0.013 memory: 5036 grad_norm: 13.6742 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4252 loss: 1.4252 2022/06/27 15:34:26 - mmengine - INFO - Epoch(train) [177][3300/3757] lr: 1.218e-05 eta: 0:51:25 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 14.5080 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.7402 loss: 1.7402 2022/06/27 15:34:32 - mmengine - INFO - Epoch(train) [177][3320/3757] lr: 1.218e-05 eta: 0:51:19 time: 0.258 data_time: 0.008 memory: 5036 grad_norm: 16.1053 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3880 loss: 1.3880 2022/06/27 15:34:37 - mmengine - INFO - Epoch(train) [177][3340/3757] lr: 1.218e-05 eta: 0:51:14 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 11.5635 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.6686 loss: 1.6686 2022/06/27 15:34:42 - mmengine - INFO - Epoch(train) [177][3360/3757] lr: 1.218e-05 eta: 0:51:09 time: 0.260 data_time: 0.010 memory: 5036 grad_norm: 14.2469 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4549 loss: 1.4549 2022/06/27 15:34:47 - mmengine - INFO - Epoch(train) [177][3380/3757] lr: 1.218e-05 eta: 0:51:04 time: 0.254 data_time: 0.011 memory: 5036 grad_norm: 14.3187 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2946 loss: 1.2946 2022/06/27 15:34:53 - mmengine - INFO - Epoch(train) [177][3400/3757] lr: 1.218e-05 eta: 0:50:58 time: 0.264 data_time: 0.007 memory: 5036 grad_norm: 12.8597 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7700 loss: 1.7700 2022/06/27 15:34:58 - mmengine - INFO - Epoch(train) [177][3420/3757] lr: 1.218e-05 eta: 0:50:53 time: 0.262 data_time: 0.012 memory: 5036 grad_norm: 11.8637 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1996 loss: 1.1996 2022/06/27 15:35:04 - mmengine - INFO - Epoch(train) [177][3440/3757] lr: 1.218e-05 eta: 0:50:48 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 11.7428 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5885 loss: 1.5885 2022/06/27 15:35:09 - mmengine - INFO - Epoch(train) [177][3460/3757] lr: 1.218e-05 eta: 0:50:43 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 15.3815 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3944 loss: 1.3944 2022/06/27 15:35:14 - mmengine - INFO - Epoch(train) [177][3480/3757] lr: 1.218e-05 eta: 0:50:37 time: 0.261 data_time: 0.010 memory: 5036 grad_norm: 12.7920 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.9865 loss: 1.9865 2022/06/27 15:35:20 - mmengine - INFO - Epoch(train) [177][3500/3757] lr: 1.218e-05 eta: 0:50:32 time: 0.257 data_time: 0.008 memory: 5036 grad_norm: 13.2033 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.9202 loss: 1.9202 2022/06/27 15:35:25 - mmengine - INFO - Epoch(train) [177][3520/3757] lr: 1.218e-05 eta: 0:50:27 time: 0.275 data_time: 0.007 memory: 5036 grad_norm: 12.5449 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.5806 loss: 1.5806 2022/06/27 15:35:31 - mmengine - INFO - Epoch(train) [177][3540/3757] lr: 1.218e-05 eta: 0:50:22 time: 0.656 data_time: 0.010 memory: 5036 grad_norm: 12.7036 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.1937 loss: 1.1937 2022/06/27 15:35:36 - mmengine - INFO - Epoch(train) [177][3560/3757] lr: 1.218e-05 eta: 0:50:16 time: 0.264 data_time: 0.003 memory: 5036 grad_norm: 13.0192 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3748 loss: 1.3748 2022/06/27 15:35:42 - mmengine - INFO - Epoch(train) [177][3580/3757] lr: 1.218e-05 eta: 0:50:11 time: 0.259 data_time: 0.004 memory: 5036 grad_norm: 14.1956 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7664 loss: 1.7664 2022/06/27 15:35:47 - mmengine - INFO - Epoch(train) [177][3600/3757] lr: 1.218e-05 eta: 0:50:06 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 11.6662 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3394 loss: 1.3394 2022/06/27 15:35:52 - mmengine - INFO - Epoch(train) [177][3620/3757] lr: 1.218e-05 eta: 0:50:01 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 12.1004 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.1983 loss: 1.1983 2022/06/27 15:35:57 - mmengine - INFO - Epoch(train) [177][3640/3757] lr: 1.218e-05 eta: 0:49:55 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 9.4896 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3044 loss: 1.3044 2022/06/27 15:36:03 - mmengine - INFO - Epoch(train) [177][3660/3757] lr: 1.218e-05 eta: 0:49:50 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 12.8040 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.4650 loss: 1.4650 2022/06/27 15:36:08 - mmengine - INFO - Epoch(train) [177][3680/3757] lr: 1.218e-05 eta: 0:49:45 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 13.4534 top1_acc: 0.3750 top5_acc: 0.3750 loss_cls: 1.7500 loss: 1.7500 2022/06/27 15:36:14 - mmengine - INFO - Epoch(train) [177][3700/3757] lr: 1.218e-05 eta: 0:49:40 time: 0.257 data_time: 0.014 memory: 5036 grad_norm: 13.3298 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5963 loss: 1.5963 2022/06/27 15:36:19 - mmengine - INFO - Epoch(train) [177][3720/3757] lr: 1.218e-05 eta: 0:49:34 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 16.3798 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9599 loss: 1.9599 2022/06/27 15:36:24 - mmengine - INFO - Epoch(train) [177][3740/3757] lr: 1.218e-05 eta: 0:49:29 time: 0.244 data_time: 0.009 memory: 5036 grad_norm: 11.2730 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 0.9878 loss: 0.9878 2022/06/27 15:36:28 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 15:36:28 - mmengine - INFO - Saving checkpoint at 177 epochs 2022/06/27 15:36:41 - mmengine - INFO - Epoch(val) [177][20/310] eta: 0:01:45 time: 0.100 data_time: 0.001 memory: 5036 2022/06/27 15:36:46 - mmengine - INFO - Epoch(val) [177][40/310] eta: 0:01:32 time: 0.110 data_time: 0.007 memory: 1723 2022/06/27 15:36:50 - mmengine - INFO - Epoch(val) [177][60/310] eta: 0:00:26 time: 0.103 data_time: 0.001 memory: 1723 2022/06/27 15:36:55 - mmengine - INFO - Epoch(val) [177][80/310] eta: 0:00:28 time: 0.097 data_time: 0.001 memory: 1723 2022/06/27 15:37:02 - mmengine - INFO - Epoch(val) [177][100/310] eta: 0:01:14 time: 0.108 data_time: 0.001 memory: 1723 2022/06/27 15:37:07 - mmengine - INFO - Epoch(val) [177][120/310] eta: 0:01:13 time: 0.109 data_time: 0.006 memory: 1723 2022/06/27 15:37:12 - mmengine - INFO - Epoch(val) [177][140/310] eta: 0:00:42 time: 0.108 data_time: 0.001 memory: 1723 2022/06/27 15:37:17 - mmengine - INFO - Epoch(val) [177][160/310] eta: 0:00:15 time: 0.109 data_time: 0.002 memory: 1723 2022/06/27 15:37:24 - mmengine - INFO - Epoch(val) [177][180/310] eta: 0:00:44 time: 0.115 data_time: 0.001 memory: 1723 2022/06/27 15:37:29 - mmengine - INFO - Epoch(val) [177][200/310] eta: 0:00:41 time: 0.110 data_time: 0.002 memory: 1723 2022/06/27 15:37:33 - mmengine - INFO - Epoch(val) [177][220/310] eta: 0:00:28 time: 0.103 data_time: 0.001 memory: 1723 2022/06/27 15:37:40 - mmengine - INFO - Epoch(val) [177][240/310] eta: 0:00:07 time: 0.103 data_time: 0.001 memory: 1723 2022/06/27 15:37:47 - mmengine - INFO - Epoch(val) [177][260/310] eta: 0:00:18 time: 0.120 data_time: 0.002 memory: 1723 2022/06/27 15:37:50 - mmengine - INFO - Epoch(val) [177][280/310] eta: 0:00:05 time: 0.108 data_time: 0.001 memory: 1723 2022/06/27 15:37:52 - mmengine - INFO - Epoch(val) [177][300/310] eta: 0:00:01 time: 0.097 data_time: 0.001 memory: 1723 2022/06/27 15:37:54 - mmengine - INFO - Epoch(val) [177][310/310] acc/top1: 0.6141 acc/top5: 0.8303 acc/mean1: 0.6140 2022/06/27 15:38:01 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 15:38:04 - mmengine - INFO - Epoch(train) [178][20/3757] lr: 6.852e-06 eta: 0:49:19 time: 0.254 data_time: 0.004 memory: 5036 grad_norm: 13.8272 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.6047 loss: 1.6047 2022/06/27 15:38:09 - mmengine - INFO - Epoch(train) [178][40/3757] lr: 6.852e-06 eta: 0:49:14 time: 0.260 data_time: 0.004 memory: 5036 grad_norm: 16.0825 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6763 loss: 1.6763 2022/06/27 15:38:15 - mmengine - INFO - Epoch(train) [178][60/3757] lr: 6.852e-06 eta: 0:49:09 time: 0.250 data_time: 0.004 memory: 5036 grad_norm: 14.4721 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.6869 loss: 1.6869 2022/06/27 15:38:20 - mmengine - INFO - Epoch(train) [178][80/3757] lr: 6.852e-06 eta: 0:49:04 time: 0.270 data_time: 0.003 memory: 5036 grad_norm: 12.7850 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5955 loss: 1.5955 2022/06/27 15:38:25 - mmengine - INFO - Epoch(train) [178][100/3757] lr: 6.852e-06 eta: 0:48:58 time: 0.283 data_time: 0.003 memory: 5036 grad_norm: 12.5771 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.7060 loss: 1.7060 2022/06/27 15:38:31 - mmengine - INFO - Epoch(train) [178][120/3757] lr: 6.852e-06 eta: 0:48:53 time: 0.267 data_time: 0.004 memory: 5036 grad_norm: 12.9093 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.5357 loss: 1.5357 2022/06/27 15:38:36 - mmengine - INFO - Epoch(train) [178][140/3757] lr: 6.852e-06 eta: 0:48:48 time: 0.261 data_time: 0.004 memory: 5036 grad_norm: 13.2212 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.4440 loss: 1.4440 2022/06/27 15:38:41 - mmengine - INFO - Epoch(train) [178][160/3757] lr: 6.852e-06 eta: 0:48:42 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 9.8343 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.1349 loss: 1.1349 2022/06/27 15:38:47 - mmengine - INFO - Epoch(train) [178][180/3757] lr: 6.852e-06 eta: 0:48:37 time: 0.269 data_time: 0.004 memory: 5036 grad_norm: 13.3726 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5529 loss: 1.5529 2022/06/27 15:38:52 - mmengine - INFO - Epoch(train) [178][200/3757] lr: 6.852e-06 eta: 0:48:32 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 11.8485 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8032 loss: 1.8032 2022/06/27 15:38:57 - mmengine - INFO - Epoch(train) [178][220/3757] lr: 6.852e-06 eta: 0:48:27 time: 0.256 data_time: 0.004 memory: 5036 grad_norm: 10.5906 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.2351 loss: 1.2351 2022/06/27 15:39:03 - mmengine - INFO - Epoch(train) [178][240/3757] lr: 6.852e-06 eta: 0:48:21 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 13.9565 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.7004 loss: 1.7004 2022/06/27 15:39:08 - mmengine - INFO - Epoch(train) [178][260/3757] lr: 6.852e-06 eta: 0:48:16 time: 0.272 data_time: 0.004 memory: 5036 grad_norm: 14.0722 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.4435 loss: 1.4435 2022/06/27 15:39:14 - mmengine - INFO - Epoch(train) [178][280/3757] lr: 6.852e-06 eta: 0:48:11 time: 0.254 data_time: 0.004 memory: 5036 grad_norm: 12.2351 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5199 loss: 1.5199 2022/06/27 15:39:19 - mmengine - INFO - Epoch(train) [178][300/3757] lr: 6.852e-06 eta: 0:48:06 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 13.9229 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.3814 loss: 1.3814 2022/06/27 15:39:24 - mmengine - INFO - Epoch(train) [178][320/3757] lr: 6.852e-06 eta: 0:48:00 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 14.8030 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5415 loss: 1.5415 2022/06/27 15:39:30 - mmengine - INFO - Epoch(train) [178][340/3757] lr: 6.852e-06 eta: 0:47:55 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 14.1180 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.7105 loss: 1.7105 2022/06/27 15:39:35 - mmengine - INFO - Epoch(train) [178][360/3757] lr: 6.852e-06 eta: 0:47:50 time: 0.259 data_time: 0.009 memory: 5036 grad_norm: 11.6428 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.5806 loss: 1.5806 2022/06/27 15:39:40 - mmengine - INFO - Epoch(train) [178][380/3757] lr: 6.852e-06 eta: 0:47:45 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 12.0141 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.5229 loss: 1.5229 2022/06/27 15:39:46 - mmengine - INFO - Epoch(train) [178][400/3757] lr: 6.852e-06 eta: 0:47:39 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 11.5664 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.2255 loss: 1.2255 2022/06/27 15:39:51 - mmengine - INFO - Epoch(train) [178][420/3757] lr: 6.852e-06 eta: 0:47:34 time: 0.267 data_time: 0.007 memory: 5036 grad_norm: 11.2147 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6800 loss: 1.6800 2022/06/27 15:39:56 - mmengine - INFO - Epoch(train) [178][440/3757] lr: 6.852e-06 eta: 0:47:29 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 13.4947 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6548 loss: 1.6548 2022/06/27 15:40:02 - mmengine - INFO - Epoch(train) [178][460/3757] lr: 6.852e-06 eta: 0:47:24 time: 0.260 data_time: 0.003 memory: 5036 grad_norm: 11.7107 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.9693 loss: 1.9693 2022/06/27 15:40:07 - mmengine - INFO - Epoch(train) [178][480/3757] lr: 6.852e-06 eta: 0:47:18 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 13.6017 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.7264 loss: 1.7264 2022/06/27 15:40:12 - mmengine - INFO - Epoch(train) [178][500/3757] lr: 6.852e-06 eta: 0:47:13 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 11.8024 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5817 loss: 1.5817 2022/06/27 15:40:18 - mmengine - INFO - Epoch(train) [178][520/3757] lr: 6.852e-06 eta: 0:47:08 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 11.6265 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7651 loss: 1.7651 2022/06/27 15:40:23 - mmengine - INFO - Epoch(train) [178][540/3757] lr: 6.852e-06 eta: 0:47:03 time: 0.265 data_time: 0.007 memory: 5036 grad_norm: 14.0867 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3556 loss: 1.3556 2022/06/27 15:40:28 - mmengine - INFO - Epoch(train) [178][560/3757] lr: 6.852e-06 eta: 0:46:57 time: 0.264 data_time: 0.009 memory: 5036 grad_norm: 14.2437 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.4630 loss: 1.4630 2022/06/27 15:40:34 - mmengine - INFO - Epoch(train) [178][580/3757] lr: 6.852e-06 eta: 0:46:52 time: 0.255 data_time: 0.004 memory: 5036 grad_norm: 15.8805 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.6229 loss: 1.6229 2022/06/27 15:40:39 - mmengine - INFO - Epoch(train) [178][600/3757] lr: 6.852e-06 eta: 0:46:47 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 12.6427 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.0953 loss: 1.0953 2022/06/27 15:40:44 - mmengine - INFO - Epoch(train) [178][620/3757] lr: 6.852e-06 eta: 0:46:41 time: 0.260 data_time: 0.010 memory: 5036 grad_norm: 14.6049 top1_acc: 0.1250 top5_acc: 0.6250 loss_cls: 1.4372 loss: 1.4372 2022/06/27 15:40:50 - mmengine - INFO - Epoch(train) [178][640/3757] lr: 6.852e-06 eta: 0:46:36 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 12.3286 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.2458 loss: 1.2458 2022/06/27 15:40:55 - mmengine - INFO - Epoch(train) [178][660/3757] lr: 6.852e-06 eta: 0:46:31 time: 0.268 data_time: 0.004 memory: 5036 grad_norm: 13.4274 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5216 loss: 1.5216 2022/06/27 15:41:00 - mmengine - INFO - Epoch(train) [178][680/3757] lr: 6.852e-06 eta: 0:46:26 time: 0.260 data_time: 0.004 memory: 5036 grad_norm: 13.6842 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.5219 loss: 1.5219 2022/06/27 15:41:05 - mmengine - INFO - Epoch(train) [178][700/3757] lr: 6.852e-06 eta: 0:46:20 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 10.6144 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5444 loss: 1.5444 2022/06/27 15:41:11 - mmengine - INFO - Epoch(train) [178][720/3757] lr: 6.852e-06 eta: 0:46:15 time: 0.257 data_time: 0.010 memory: 5036 grad_norm: 11.6914 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7215 loss: 1.7215 2022/06/27 15:41:16 - mmengine - INFO - Epoch(train) [178][740/3757] lr: 6.852e-06 eta: 0:46:10 time: 0.262 data_time: 0.009 memory: 5036 grad_norm: 11.7957 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8323 loss: 1.8323 2022/06/27 15:41:21 - mmengine - INFO - Epoch(train) [178][760/3757] lr: 6.852e-06 eta: 0:46:05 time: 0.271 data_time: 0.006 memory: 5036 grad_norm: 11.1090 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4788 loss: 1.4788 2022/06/27 15:41:27 - mmengine - INFO - Epoch(train) [178][780/3757] lr: 6.852e-06 eta: 0:45:59 time: 0.262 data_time: 0.004 memory: 5036 grad_norm: 11.2928 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.1565 loss: 1.1565 2022/06/27 15:41:32 - mmengine - INFO - Epoch(train) [178][800/3757] lr: 6.852e-06 eta: 0:45:54 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 13.2594 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4612 loss: 1.4612 2022/06/27 15:41:37 - mmengine - INFO - Epoch(train) [178][820/3757] lr: 6.852e-06 eta: 0:45:49 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 14.0104 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5517 loss: 1.5517 2022/06/27 15:41:43 - mmengine - INFO - Epoch(train) [178][840/3757] lr: 6.852e-06 eta: 0:45:44 time: 0.270 data_time: 0.007 memory: 5036 grad_norm: 12.7869 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4418 loss: 1.4418 2022/06/27 15:41:48 - mmengine - INFO - Epoch(train) [178][860/3757] lr: 6.852e-06 eta: 0:45:38 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 12.5552 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.5100 loss: 1.5100 2022/06/27 15:41:53 - mmengine - INFO - Epoch(train) [178][880/3757] lr: 6.852e-06 eta: 0:45:33 time: 0.268 data_time: 0.007 memory: 5036 grad_norm: 11.5590 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.6075 loss: 1.6075 2022/06/27 15:41:59 - mmengine - INFO - Epoch(train) [178][900/3757] lr: 6.852e-06 eta: 0:45:28 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 10.4051 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.2873 loss: 1.2873 2022/06/27 15:42:04 - mmengine - INFO - Epoch(train) [178][920/3757] lr: 6.852e-06 eta: 0:45:23 time: 0.274 data_time: 0.007 memory: 5036 grad_norm: 9.8207 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.5059 loss: 1.5059 2022/06/27 15:42:09 - mmengine - INFO - Epoch(train) [178][940/3757] lr: 6.852e-06 eta: 0:45:17 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 13.3715 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4137 loss: 1.4137 2022/06/27 15:42:14 - mmengine - INFO - Epoch(train) [178][960/3757] lr: 6.852e-06 eta: 0:45:12 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 12.0822 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3207 loss: 1.3207 2022/06/27 15:42:20 - mmengine - INFO - Epoch(train) [178][980/3757] lr: 6.852e-06 eta: 0:45:07 time: 0.257 data_time: 0.012 memory: 5036 grad_norm: 17.1279 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.4092 loss: 1.4092 2022/06/27 15:42:25 - mmengine - INFO - Epoch(train) [178][1000/3757] lr: 6.852e-06 eta: 0:45:02 time: 0.261 data_time: 0.010 memory: 5036 grad_norm: 12.4859 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4233 loss: 1.4233 2022/06/27 15:42:28 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 15:42:30 - mmengine - INFO - Epoch(train) [178][1020/3757] lr: 6.852e-06 eta: 0:44:56 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 12.0783 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.3514 loss: 1.3514 2022/06/27 15:42:36 - mmengine - INFO - Epoch(train) [178][1040/3757] lr: 6.852e-06 eta: 0:44:51 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 11.8548 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.1625 loss: 1.1625 2022/06/27 15:42:41 - mmengine - INFO - Epoch(train) [178][1060/3757] lr: 6.852e-06 eta: 0:44:46 time: 0.291 data_time: 0.006 memory: 5036 grad_norm: 13.9453 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.5760 loss: 1.5760 2022/06/27 15:42:46 - mmengine - INFO - Epoch(train) [178][1080/3757] lr: 6.852e-06 eta: 0:44:40 time: 0.259 data_time: 0.008 memory: 5036 grad_norm: 12.5349 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.5468 loss: 1.5468 2022/06/27 15:42:51 - mmengine - INFO - Epoch(train) [178][1100/3757] lr: 6.852e-06 eta: 0:44:35 time: 0.263 data_time: 0.009 memory: 5036 grad_norm: 14.0243 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2007 loss: 1.2007 2022/06/27 15:42:57 - mmengine - INFO - Epoch(train) [178][1120/3757] lr: 6.852e-06 eta: 0:44:30 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 11.1221 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7816 loss: 1.7816 2022/06/27 15:43:02 - mmengine - INFO - Epoch(train) [178][1140/3757] lr: 6.852e-06 eta: 0:44:25 time: 0.270 data_time: 0.008 memory: 5036 grad_norm: 13.0560 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.4512 loss: 1.4512 2022/06/27 15:43:08 - mmengine - INFO - Epoch(train) [178][1160/3757] lr: 6.852e-06 eta: 0:44:19 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 11.1451 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3938 loss: 1.3938 2022/06/27 15:43:13 - mmengine - INFO - Epoch(train) [178][1180/3757] lr: 6.852e-06 eta: 0:44:14 time: 0.269 data_time: 0.007 memory: 5036 grad_norm: 11.1032 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.1823 loss: 1.1823 2022/06/27 15:43:18 - mmengine - INFO - Epoch(train) [178][1200/3757] lr: 6.852e-06 eta: 0:44:09 time: 0.268 data_time: 0.007 memory: 5036 grad_norm: 12.0749 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7798 loss: 1.7798 2022/06/27 15:43:24 - mmengine - INFO - Epoch(train) [178][1220/3757] lr: 6.852e-06 eta: 0:44:04 time: 0.266 data_time: 0.007 memory: 5036 grad_norm: 12.5787 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0558 loss: 2.0558 2022/06/27 15:43:29 - mmengine - INFO - Epoch(train) [178][1240/3757] lr: 6.852e-06 eta: 0:43:58 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 13.1036 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.7927 loss: 1.7927 2022/06/27 15:43:34 - mmengine - INFO - Epoch(train) [178][1260/3757] lr: 6.852e-06 eta: 0:43:53 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 12.2466 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.1517 loss: 1.1517 2022/06/27 15:43:39 - mmengine - INFO - Epoch(train) [178][1280/3757] lr: 6.852e-06 eta: 0:43:48 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 11.4372 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.9107 loss: 0.9107 2022/06/27 15:43:45 - mmengine - INFO - Epoch(train) [178][1300/3757] lr: 6.852e-06 eta: 0:43:43 time: 0.262 data_time: 0.012 memory: 5036 grad_norm: 12.4701 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.2902 loss: 1.2902 2022/06/27 15:43:50 - mmengine - INFO - Epoch(train) [178][1320/3757] lr: 6.852e-06 eta: 0:43:37 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 12.1885 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.9588 loss: 1.9588 2022/06/27 15:43:55 - mmengine - INFO - Epoch(train) [178][1340/3757] lr: 6.852e-06 eta: 0:43:32 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 12.1905 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7566 loss: 1.7566 2022/06/27 15:44:00 - mmengine - INFO - Epoch(train) [178][1360/3757] lr: 6.852e-06 eta: 0:43:27 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 10.6401 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6470 loss: 1.6470 2022/06/27 15:44:06 - mmengine - INFO - Epoch(train) [178][1380/3757] lr: 6.852e-06 eta: 0:43:22 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 12.4934 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4271 loss: 1.4271 2022/06/27 15:44:12 - mmengine - INFO - Epoch(train) [178][1400/3757] lr: 6.852e-06 eta: 0:43:16 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 13.9342 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.4004 loss: 1.4004 2022/06/27 15:44:17 - mmengine - INFO - Epoch(train) [178][1420/3757] lr: 6.852e-06 eta: 0:43:11 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 11.0198 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4620 loss: 1.4620 2022/06/27 15:44:23 - mmengine - INFO - Epoch(train) [178][1440/3757] lr: 6.852e-06 eta: 0:43:06 time: 0.262 data_time: 0.012 memory: 5036 grad_norm: 13.7974 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6475 loss: 1.6475 2022/06/27 15:44:28 - mmengine - INFO - Epoch(train) [178][1460/3757] lr: 6.852e-06 eta: 0:43:01 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 12.7194 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.6263 loss: 1.6263 2022/06/27 15:44:33 - mmengine - INFO - Epoch(train) [178][1480/3757] lr: 6.852e-06 eta: 0:42:55 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 12.7683 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7234 loss: 1.7234 2022/06/27 15:44:38 - mmengine - INFO - Epoch(train) [178][1500/3757] lr: 6.852e-06 eta: 0:42:50 time: 0.265 data_time: 0.007 memory: 5036 grad_norm: 13.8576 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.4442 loss: 1.4442 2022/06/27 15:44:44 - mmengine - INFO - Epoch(train) [178][1520/3757] lr: 6.852e-06 eta: 0:42:45 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 12.7820 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5779 loss: 1.5779 2022/06/27 15:44:49 - mmengine - INFO - Epoch(train) [178][1540/3757] lr: 6.852e-06 eta: 0:42:39 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 14.5646 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.4600 loss: 1.4600 2022/06/27 15:44:54 - mmengine - INFO - Epoch(train) [178][1560/3757] lr: 6.852e-06 eta: 0:42:34 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 12.4816 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6192 loss: 1.6192 2022/06/27 15:45:00 - mmengine - INFO - Epoch(train) [178][1580/3757] lr: 6.852e-06 eta: 0:42:29 time: 0.258 data_time: 0.008 memory: 5036 grad_norm: 11.5112 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4801 loss: 1.4801 2022/06/27 15:45:06 - mmengine - INFO - Epoch(train) [178][1600/3757] lr: 6.852e-06 eta: 0:42:24 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 16.8341 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5925 loss: 1.5925 2022/06/27 15:45:11 - mmengine - INFO - Epoch(train) [178][1620/3757] lr: 6.852e-06 eta: 0:42:18 time: 0.267 data_time: 0.015 memory: 5036 grad_norm: 12.4814 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8189 loss: 1.8189 2022/06/27 15:45:16 - mmengine - INFO - Epoch(train) [178][1640/3757] lr: 6.852e-06 eta: 0:42:13 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 12.4407 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5722 loss: 1.5722 2022/06/27 15:45:21 - mmengine - INFO - Epoch(train) [178][1660/3757] lr: 6.852e-06 eta: 0:42:08 time: 0.293 data_time: 0.003 memory: 5036 grad_norm: 15.2776 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2566 loss: 1.2566 2022/06/27 15:45:27 - mmengine - INFO - Epoch(train) [178][1680/3757] lr: 6.852e-06 eta: 0:42:03 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 14.8402 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3359 loss: 1.3359 2022/06/27 15:45:32 - mmengine - INFO - Epoch(train) [178][1700/3757] lr: 6.852e-06 eta: 0:41:57 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 11.5205 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.2903 loss: 1.2903 2022/06/27 15:45:37 - mmengine - INFO - Epoch(train) [178][1720/3757] lr: 6.852e-06 eta: 0:41:52 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 13.1765 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.3373 loss: 1.3373 2022/06/27 15:45:43 - mmengine - INFO - Epoch(train) [178][1740/3757] lr: 6.852e-06 eta: 0:41:47 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 10.2918 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3104 loss: 1.3104 2022/06/27 15:45:48 - mmengine - INFO - Epoch(train) [178][1760/3757] lr: 6.852e-06 eta: 0:41:42 time: 0.272 data_time: 0.007 memory: 5036 grad_norm: 11.8124 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.6582 loss: 1.6582 2022/06/27 15:45:53 - mmengine - INFO - Epoch(train) [178][1780/3757] lr: 6.852e-06 eta: 0:41:36 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 12.1413 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8919 loss: 1.8919 2022/06/27 15:45:58 - mmengine - INFO - Epoch(train) [178][1800/3757] lr: 6.852e-06 eta: 0:41:31 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 12.8294 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4378 loss: 1.4378 2022/06/27 15:46:04 - mmengine - INFO - Epoch(train) [178][1820/3757] lr: 6.852e-06 eta: 0:41:26 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 11.5117 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3221 loss: 1.3221 2022/06/27 15:46:09 - mmengine - INFO - Epoch(train) [178][1840/3757] lr: 6.852e-06 eta: 0:41:21 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 13.0166 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.1558 loss: 1.1558 2022/06/27 15:46:15 - mmengine - INFO - Epoch(train) [178][1860/3757] lr: 6.852e-06 eta: 0:41:15 time: 0.264 data_time: 0.007 memory: 5036 grad_norm: 12.4165 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.1708 loss: 1.1708 2022/06/27 15:46:20 - mmengine - INFO - Epoch(train) [178][1880/3757] lr: 6.852e-06 eta: 0:41:10 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 13.9920 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6632 loss: 1.6632 2022/06/27 15:46:25 - mmengine - INFO - Epoch(train) [178][1900/3757] lr: 6.852e-06 eta: 0:41:05 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 13.3842 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8396 loss: 1.8396 2022/06/27 15:46:31 - mmengine - INFO - Epoch(train) [178][1920/3757] lr: 6.852e-06 eta: 0:41:00 time: 0.259 data_time: 0.010 memory: 5036 grad_norm: 13.6004 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.3321 loss: 1.3321 2022/06/27 15:46:36 - mmengine - INFO - Epoch(train) [178][1940/3757] lr: 6.852e-06 eta: 0:40:54 time: 0.270 data_time: 0.007 memory: 5036 grad_norm: 12.5928 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.6848 loss: 1.6848 2022/06/27 15:46:41 - mmengine - INFO - Epoch(train) [178][1960/3757] lr: 6.852e-06 eta: 0:40:49 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 13.6150 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.2933 loss: 1.2933 2022/06/27 15:46:47 - mmengine - INFO - Epoch(train) [178][1980/3757] lr: 6.852e-06 eta: 0:40:44 time: 0.259 data_time: 0.009 memory: 5036 grad_norm: 14.1155 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7076 loss: 1.7076 2022/06/27 15:46:52 - mmengine - INFO - Epoch(train) [178][2000/3757] lr: 6.852e-06 eta: 0:40:38 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 13.0297 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4841 loss: 1.4841 2022/06/27 15:46:55 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 15:46:57 - mmengine - INFO - Epoch(train) [178][2020/3757] lr: 6.852e-06 eta: 0:40:33 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 16.0184 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.3927 loss: 1.3927 2022/06/27 15:47:02 - mmengine - INFO - Epoch(train) [178][2040/3757] lr: 6.852e-06 eta: 0:40:28 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 11.4398 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.2607 loss: 1.2607 2022/06/27 15:47:08 - mmengine - INFO - Epoch(train) [178][2060/3757] lr: 6.852e-06 eta: 0:40:23 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 12.4726 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7180 loss: 1.7180 2022/06/27 15:47:13 - mmengine - INFO - Epoch(train) [178][2080/3757] lr: 6.852e-06 eta: 0:40:17 time: 0.266 data_time: 0.007 memory: 5036 grad_norm: 11.8853 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5282 loss: 1.5282 2022/06/27 15:47:18 - mmengine - INFO - Epoch(train) [178][2100/3757] lr: 6.852e-06 eta: 0:40:12 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 13.9160 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6497 loss: 1.6497 2022/06/27 15:47:24 - mmengine - INFO - Epoch(train) [178][2120/3757] lr: 6.852e-06 eta: 0:40:07 time: 0.275 data_time: 0.004 memory: 5036 grad_norm: 14.1518 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.1638 loss: 1.1638 2022/06/27 15:47:29 - mmengine - INFO - Epoch(train) [178][2140/3757] lr: 6.852e-06 eta: 0:40:02 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 13.7792 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4288 loss: 1.4288 2022/06/27 15:47:34 - mmengine - INFO - Epoch(train) [178][2160/3757] lr: 6.852e-06 eta: 0:39:56 time: 0.262 data_time: 0.009 memory: 5036 grad_norm: 13.8841 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.5183 loss: 1.5183 2022/06/27 15:47:39 - mmengine - INFO - Epoch(train) [178][2180/3757] lr: 6.852e-06 eta: 0:39:51 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 14.1120 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4437 loss: 1.4437 2022/06/27 15:47:45 - mmengine - INFO - Epoch(train) [178][2200/3757] lr: 6.852e-06 eta: 0:39:46 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 9.0185 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.1530 loss: 1.1530 2022/06/27 15:47:51 - mmengine - INFO - Epoch(train) [178][2220/3757] lr: 6.852e-06 eta: 0:39:41 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 12.0366 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4559 loss: 1.4559 2022/06/27 15:47:56 - mmengine - INFO - Epoch(train) [178][2240/3757] lr: 6.852e-06 eta: 0:39:35 time: 0.269 data_time: 0.007 memory: 5036 grad_norm: 15.7218 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.4179 loss: 1.4179 2022/06/27 15:48:01 - mmengine - INFO - Epoch(train) [178][2260/3757] lr: 6.852e-06 eta: 0:39:30 time: 0.344 data_time: 0.003 memory: 5036 grad_norm: 12.8146 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5317 loss: 1.5317 2022/06/27 15:48:07 - mmengine - INFO - Epoch(train) [178][2280/3757] lr: 6.852e-06 eta: 0:39:25 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 13.9045 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3990 loss: 1.3990 2022/06/27 15:48:12 - mmengine - INFO - Epoch(train) [178][2300/3757] lr: 6.852e-06 eta: 0:39:20 time: 0.265 data_time: 0.007 memory: 5036 grad_norm: 15.7627 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.9945 loss: 1.9945 2022/06/27 15:48:18 - mmengine - INFO - Epoch(train) [178][2320/3757] lr: 6.852e-06 eta: 0:39:14 time: 0.254 data_time: 0.003 memory: 5036 grad_norm: 11.4101 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4651 loss: 1.4651 2022/06/27 15:48:24 - mmengine - INFO - Epoch(train) [178][2340/3757] lr: 6.852e-06 eta: 0:39:09 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 13.6651 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4566 loss: 1.4566 2022/06/27 15:48:29 - mmengine - INFO - Epoch(train) [178][2360/3757] lr: 6.852e-06 eta: 0:39:04 time: 0.270 data_time: 0.007 memory: 5036 grad_norm: 11.1210 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2864 loss: 1.2864 2022/06/27 15:48:34 - mmengine - INFO - Epoch(train) [178][2380/3757] lr: 6.852e-06 eta: 0:38:59 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 11.8659 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.8246 loss: 1.8246 2022/06/27 15:48:39 - mmengine - INFO - Epoch(train) [178][2400/3757] lr: 6.852e-06 eta: 0:38:53 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 10.3046 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.4791 loss: 1.4791 2022/06/27 15:48:45 - mmengine - INFO - Epoch(train) [178][2420/3757] lr: 6.852e-06 eta: 0:38:48 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 12.1711 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.2684 loss: 1.2684 2022/06/27 15:48:50 - mmengine - INFO - Epoch(train) [178][2440/3757] lr: 6.852e-06 eta: 0:38:43 time: 0.263 data_time: 0.007 memory: 5036 grad_norm: 14.0297 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.4779 loss: 1.4779 2022/06/27 15:48:56 - mmengine - INFO - Epoch(train) [178][2460/3757] lr: 6.852e-06 eta: 0:38:37 time: 0.258 data_time: 0.004 memory: 5036 grad_norm: 15.0921 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4933 loss: 1.4933 2022/06/27 15:49:01 - mmengine - INFO - Epoch(train) [178][2480/3757] lr: 6.852e-06 eta: 0:38:32 time: 0.261 data_time: 0.009 memory: 5036 grad_norm: 11.0034 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.5459 loss: 1.5459 2022/06/27 15:49:06 - mmengine - INFO - Epoch(train) [178][2500/3757] lr: 6.852e-06 eta: 0:38:27 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 12.6786 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6421 loss: 1.6421 2022/06/27 15:49:12 - mmengine - INFO - Epoch(train) [178][2520/3757] lr: 6.852e-06 eta: 0:38:22 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 13.9749 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.5473 loss: 1.5473 2022/06/27 15:49:17 - mmengine - INFO - Epoch(train) [178][2540/3757] lr: 6.852e-06 eta: 0:38:16 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 13.5499 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.2922 loss: 1.2922 2022/06/27 15:49:22 - mmengine - INFO - Epoch(train) [178][2560/3757] lr: 6.852e-06 eta: 0:38:11 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 14.4989 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6305 loss: 1.6305 2022/06/27 15:49:27 - mmengine - INFO - Epoch(train) [178][2580/3757] lr: 6.852e-06 eta: 0:38:06 time: 0.266 data_time: 0.004 memory: 5036 grad_norm: 14.0880 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.9119 loss: 1.9119 2022/06/27 15:49:33 - mmengine - INFO - Epoch(train) [178][2600/3757] lr: 6.852e-06 eta: 0:38:01 time: 0.259 data_time: 0.004 memory: 5036 grad_norm: 10.0109 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7422 loss: 1.7422 2022/06/27 15:49:38 - mmengine - INFO - Epoch(train) [178][2620/3757] lr: 6.852e-06 eta: 0:37:55 time: 0.258 data_time: 0.010 memory: 5036 grad_norm: 13.1046 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7520 loss: 1.7520 2022/06/27 15:49:44 - mmengine - INFO - Epoch(train) [178][2640/3757] lr: 6.852e-06 eta: 0:37:50 time: 0.262 data_time: 0.011 memory: 5036 grad_norm: 13.2801 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.8606 loss: 1.8606 2022/06/27 15:49:49 - mmengine - INFO - Epoch(train) [178][2660/3757] lr: 6.852e-06 eta: 0:37:45 time: 0.252 data_time: 0.005 memory: 5036 grad_norm: 13.4702 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.1742 loss: 1.1742 2022/06/27 15:49:54 - mmengine - INFO - Epoch(train) [178][2680/3757] lr: 6.852e-06 eta: 0:37:40 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 10.6833 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 0.9704 loss: 0.9704 2022/06/27 15:50:00 - mmengine - INFO - Epoch(train) [178][2700/3757] lr: 6.852e-06 eta: 0:37:34 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 12.6538 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.5626 loss: 1.5626 2022/06/27 15:50:06 - mmengine - INFO - Epoch(train) [178][2720/3757] lr: 6.852e-06 eta: 0:37:29 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 11.7791 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3448 loss: 1.3448 2022/06/27 15:50:11 - mmengine - INFO - Epoch(train) [178][2740/3757] lr: 6.852e-06 eta: 0:37:24 time: 0.264 data_time: 0.009 memory: 5036 grad_norm: 13.3446 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.6047 loss: 1.6047 2022/06/27 15:50:16 - mmengine - INFO - Epoch(train) [178][2760/3757] lr: 6.852e-06 eta: 0:37:19 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 13.1865 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5367 loss: 1.5367 2022/06/27 15:50:22 - mmengine - INFO - Epoch(train) [178][2780/3757] lr: 6.852e-06 eta: 0:37:13 time: 0.328 data_time: 0.007 memory: 5036 grad_norm: 13.7663 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7294 loss: 1.7294 2022/06/27 15:50:27 - mmengine - INFO - Epoch(train) [178][2800/3757] lr: 6.852e-06 eta: 0:37:08 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 12.3404 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8572 loss: 1.8572 2022/06/27 15:50:32 - mmengine - INFO - Epoch(train) [178][2820/3757] lr: 6.852e-06 eta: 0:37:03 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 15.7110 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.7984 loss: 1.7984 2022/06/27 15:50:38 - mmengine - INFO - Epoch(train) [178][2840/3757] lr: 6.852e-06 eta: 0:36:58 time: 0.262 data_time: 0.006 memory: 5036 grad_norm: 10.7768 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6725 loss: 1.6725 2022/06/27 15:50:43 - mmengine - INFO - Epoch(train) [178][2860/3757] lr: 6.852e-06 eta: 0:36:52 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 10.3011 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.6935 loss: 1.6935 2022/06/27 15:50:49 - mmengine - INFO - Epoch(train) [178][2880/3757] lr: 6.852e-06 eta: 0:36:47 time: 0.263 data_time: 0.007 memory: 5036 grad_norm: 11.1513 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.4026 loss: 1.4026 2022/06/27 15:50:54 - mmengine - INFO - Epoch(train) [178][2900/3757] lr: 6.852e-06 eta: 0:36:42 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 13.7482 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.5849 loss: 1.5849 2022/06/27 15:50:59 - mmengine - INFO - Epoch(train) [178][2920/3757] lr: 6.852e-06 eta: 0:36:36 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 11.8701 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5318 loss: 1.5318 2022/06/27 15:51:05 - mmengine - INFO - Epoch(train) [178][2940/3757] lr: 6.852e-06 eta: 0:36:31 time: 0.259 data_time: 0.008 memory: 5036 grad_norm: 13.6185 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 2.0007 loss: 2.0007 2022/06/27 15:51:10 - mmengine - INFO - Epoch(train) [178][2960/3757] lr: 6.852e-06 eta: 0:36:26 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 13.2232 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.6128 loss: 1.6128 2022/06/27 15:51:15 - mmengine - INFO - Epoch(train) [178][2980/3757] lr: 6.852e-06 eta: 0:36:21 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 15.0593 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.9007 loss: 1.9007 2022/06/27 15:51:20 - mmengine - INFO - Epoch(train) [178][3000/3757] lr: 6.852e-06 eta: 0:36:15 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 12.1770 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5869 loss: 1.5869 2022/06/27 15:51:24 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 15:51:26 - mmengine - INFO - Epoch(train) [178][3020/3757] lr: 6.852e-06 eta: 0:36:10 time: 0.261 data_time: 0.011 memory: 5036 grad_norm: 13.2882 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4681 loss: 1.4681 2022/06/27 15:51:31 - mmengine - INFO - Epoch(train) [178][3040/3757] lr: 6.852e-06 eta: 0:36:05 time: 0.275 data_time: 0.007 memory: 5036 grad_norm: 12.2457 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3606 loss: 1.3606 2022/06/27 15:51:36 - mmengine - INFO - Epoch(train) [178][3060/3757] lr: 6.852e-06 eta: 0:36:00 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 11.1653 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.3721 loss: 1.3721 2022/06/27 15:51:42 - mmengine - INFO - Epoch(train) [178][3080/3757] lr: 6.852e-06 eta: 0:35:54 time: 0.747 data_time: 0.007 memory: 5036 grad_norm: 12.2739 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4596 loss: 1.4596 2022/06/27 15:51:47 - mmengine - INFO - Epoch(train) [178][3100/3757] lr: 6.852e-06 eta: 0:35:49 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 11.5879 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0781 loss: 2.0781 2022/06/27 15:51:53 - mmengine - INFO - Epoch(train) [178][3120/3757] lr: 6.852e-06 eta: 0:35:44 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 13.7474 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7626 loss: 1.7626 2022/06/27 15:51:58 - mmengine - INFO - Epoch(train) [178][3140/3757] lr: 6.852e-06 eta: 0:35:39 time: 0.261 data_time: 0.010 memory: 5036 grad_norm: 14.9008 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.5646 loss: 1.5646 2022/06/27 15:52:04 - mmengine - INFO - Epoch(train) [178][3160/3757] lr: 6.852e-06 eta: 0:35:33 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 12.5717 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.4439 loss: 1.4439 2022/06/27 15:52:09 - mmengine - INFO - Epoch(train) [178][3180/3757] lr: 6.852e-06 eta: 0:35:28 time: 0.260 data_time: 0.009 memory: 5036 grad_norm: 14.4340 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6382 loss: 1.6382 2022/06/27 15:52:15 - mmengine - INFO - Epoch(train) [178][3200/3757] lr: 6.852e-06 eta: 0:35:23 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 13.8940 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.5612 loss: 1.5612 2022/06/27 15:52:20 - mmengine - INFO - Epoch(train) [178][3220/3757] lr: 6.852e-06 eta: 0:35:18 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 9.9993 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.9521 loss: 1.9521 2022/06/27 15:52:25 - mmengine - INFO - Epoch(train) [178][3240/3757] lr: 6.852e-06 eta: 0:35:12 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 13.7224 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5863 loss: 1.5863 2022/06/27 15:52:31 - mmengine - INFO - Epoch(train) [178][3260/3757] lr: 6.852e-06 eta: 0:35:07 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 14.3542 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.5227 loss: 1.5227 2022/06/27 15:52:36 - mmengine - INFO - Epoch(train) [178][3280/3757] lr: 6.852e-06 eta: 0:35:02 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 12.6355 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.6736 loss: 1.6736 2022/06/27 15:52:41 - mmengine - INFO - Epoch(train) [178][3300/3757] lr: 6.852e-06 eta: 0:34:57 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 13.1803 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5029 loss: 1.5029 2022/06/27 15:52:47 - mmengine - INFO - Epoch(train) [178][3320/3757] lr: 6.852e-06 eta: 0:34:51 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 12.8055 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7725 loss: 1.7725 2022/06/27 15:52:52 - mmengine - INFO - Epoch(train) [178][3340/3757] lr: 6.852e-06 eta: 0:34:46 time: 0.266 data_time: 0.013 memory: 5036 grad_norm: 14.2327 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.1802 loss: 1.1802 2022/06/27 15:52:57 - mmengine - INFO - Epoch(train) [178][3360/3757] lr: 6.852e-06 eta: 0:34:41 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 13.6226 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6387 loss: 1.6387 2022/06/27 15:53:03 - mmengine - INFO - Epoch(train) [178][3380/3757] lr: 6.852e-06 eta: 0:34:35 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 12.9704 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3400 loss: 1.3400 2022/06/27 15:53:08 - mmengine - INFO - Epoch(train) [178][3400/3757] lr: 6.852e-06 eta: 0:34:30 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 12.8576 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3896 loss: 1.3896 2022/06/27 15:53:13 - mmengine - INFO - Epoch(train) [178][3420/3757] lr: 6.852e-06 eta: 0:34:25 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 13.1686 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3114 loss: 1.3114 2022/06/27 15:53:19 - mmengine - INFO - Epoch(train) [178][3440/3757] lr: 6.852e-06 eta: 0:34:20 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 10.9639 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3889 loss: 1.3889 2022/06/27 15:53:24 - mmengine - INFO - Epoch(train) [178][3460/3757] lr: 6.852e-06 eta: 0:34:14 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 14.0603 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.7917 loss: 1.7917 2022/06/27 15:53:29 - mmengine - INFO - Epoch(train) [178][3480/3757] lr: 6.852e-06 eta: 0:34:09 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 13.9085 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6734 loss: 1.6734 2022/06/27 15:53:35 - mmengine - INFO - Epoch(train) [178][3500/3757] lr: 6.852e-06 eta: 0:34:04 time: 0.260 data_time: 0.004 memory: 5036 grad_norm: 10.3487 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7454 loss: 1.7454 2022/06/27 15:53:40 - mmengine - INFO - Epoch(train) [178][3520/3757] lr: 6.852e-06 eta: 0:33:59 time: 0.265 data_time: 0.007 memory: 5036 grad_norm: 14.6645 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6256 loss: 1.6256 2022/06/27 15:53:46 - mmengine - INFO - Epoch(train) [178][3540/3757] lr: 6.852e-06 eta: 0:33:53 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 11.8550 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6527 loss: 1.6527 2022/06/27 15:53:51 - mmengine - INFO - Epoch(train) [178][3560/3757] lr: 6.852e-06 eta: 0:33:48 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 14.8754 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5290 loss: 1.5290 2022/06/27 15:53:56 - mmengine - INFO - Epoch(train) [178][3580/3757] lr: 6.852e-06 eta: 0:33:43 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 13.2750 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.8352 loss: 1.8352 2022/06/27 15:54:02 - mmengine - INFO - Epoch(train) [178][3600/3757] lr: 6.852e-06 eta: 0:33:38 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 16.6818 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.6267 loss: 1.6267 2022/06/27 15:54:07 - mmengine - INFO - Epoch(train) [178][3620/3757] lr: 6.852e-06 eta: 0:33:32 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 12.6523 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5600 loss: 1.5600 2022/06/27 15:54:12 - mmengine - INFO - Epoch(train) [178][3640/3757] lr: 6.852e-06 eta: 0:33:27 time: 0.260 data_time: 0.010 memory: 5036 grad_norm: 14.0888 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 1.8356 loss: 1.8356 2022/06/27 15:54:18 - mmengine - INFO - Epoch(train) [178][3660/3757] lr: 6.852e-06 eta: 0:33:22 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 11.5904 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.5567 loss: 1.5567 2022/06/27 15:54:24 - mmengine - INFO - Epoch(train) [178][3680/3757] lr: 6.852e-06 eta: 0:33:17 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 11.9623 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3159 loss: 1.3159 2022/06/27 15:54:29 - mmengine - INFO - Epoch(train) [178][3700/3757] lr: 6.852e-06 eta: 0:33:11 time: 0.277 data_time: 0.007 memory: 5036 grad_norm: 13.1938 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4397 loss: 1.4397 2022/06/27 15:54:34 - mmengine - INFO - Epoch(train) [178][3720/3757] lr: 6.852e-06 eta: 0:33:06 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 12.7425 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.5747 loss: 1.5747 2022/06/27 15:54:39 - mmengine - INFO - Epoch(train) [178][3740/3757] lr: 6.852e-06 eta: 0:33:01 time: 0.244 data_time: 0.003 memory: 5036 grad_norm: 13.8354 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.4877 loss: 1.4877 2022/06/27 15:54:44 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 15:54:44 - mmengine - INFO - Saving checkpoint at 178 epochs 2022/06/27 15:54:57 - mmengine - INFO - Epoch(val) [178][20/310] eta: 0:01:46 time: 0.109 data_time: 0.001 memory: 5036 2022/06/27 15:55:01 - mmengine - INFO - Epoch(val) [178][40/310] eta: 0:01:21 time: 0.101 data_time: 0.005 memory: 1723 2022/06/27 15:55:06 - mmengine - INFO - Epoch(val) [178][60/310] eta: 0:00:26 time: 0.104 data_time: 0.002 memory: 1723 2022/06/27 15:55:11 - mmengine - INFO - Epoch(val) [178][80/310] eta: 0:00:29 time: 0.106 data_time: 0.002 memory: 1723 2022/06/27 15:55:18 - mmengine - INFO - Epoch(val) [178][100/310] eta: 0:01:03 time: 0.107 data_time: 0.002 memory: 1723 2022/06/27 15:55:23 - mmengine - INFO - Epoch(val) [178][120/310] eta: 0:01:10 time: 1.349 data_time: 1.246 memory: 1723 2022/06/27 15:55:28 - mmengine - INFO - Epoch(val) [178][140/310] eta: 0:00:34 time: 0.108 data_time: 0.001 memory: 1723 2022/06/27 15:55:36 - mmengine - INFO - Epoch(val) [178][160/310] eta: 0:00:15 time: 0.108 data_time: 0.001 memory: 1723 2022/06/27 15:55:42 - mmengine - INFO - Epoch(val) [178][180/310] eta: 0:00:44 time: 0.109 data_time: 0.002 memory: 1723 2022/06/27 15:55:47 - mmengine - INFO - Epoch(val) [178][200/310] eta: 0:00:39 time: 0.103 data_time: 0.001 memory: 1723 2022/06/27 15:55:52 - mmengine - INFO - Epoch(val) [178][220/310] eta: 0:00:33 time: 0.134 data_time: 0.015 memory: 1723 2022/06/27 15:55:57 - mmengine - INFO - Epoch(val) [178][240/310] eta: 0:00:07 time: 0.108 data_time: 0.001 memory: 1723 2022/06/27 15:56:04 - mmengine - INFO - Epoch(val) [178][260/310] eta: 0:00:18 time: 0.120 data_time: 0.002 memory: 1723 2022/06/27 15:56:07 - mmengine - INFO - Epoch(val) [178][280/310] eta: 0:00:05 time: 0.109 data_time: 0.001 memory: 1723 2022/06/27 15:56:09 - mmengine - INFO - Epoch(val) [178][300/310] eta: 0:00:01 time: 0.102 data_time: 0.001 memory: 1723 2022/06/27 15:56:11 - mmengine - INFO - Epoch(val) [178][310/310] acc/top1: 0.6147 acc/top5: 0.8289 acc/mean1: 0.6146 2022/06/27 15:56:21 - mmengine - INFO - Epoch(train) [179][20/3757] lr: 3.046e-06 eta: 0:32:51 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 10.2861 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7280 loss: 1.7280 2022/06/27 15:56:27 - mmengine - INFO - Epoch(train) [179][40/3757] lr: 3.046e-06 eta: 0:32:46 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 12.6535 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.4123 loss: 1.4123 2022/06/27 15:56:33 - mmengine - INFO - Epoch(train) [179][60/3757] lr: 3.046e-06 eta: 0:32:41 time: 0.774 data_time: 0.005 memory: 5036 grad_norm: 12.9161 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.5203 loss: 1.5203 2022/06/27 15:56:38 - mmengine - INFO - Epoch(train) [179][80/3757] lr: 3.046e-06 eta: 0:32:35 time: 0.255 data_time: 0.005 memory: 5036 grad_norm: 10.6131 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.1594 loss: 1.1594 2022/06/27 15:56:44 - mmengine - INFO - Epoch(train) [179][100/3757] lr: 3.046e-06 eta: 0:32:30 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 11.4851 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.8189 loss: 1.8189 2022/06/27 15:56:49 - mmengine - INFO - Epoch(train) [179][120/3757] lr: 3.046e-06 eta: 0:32:25 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 13.9127 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3544 loss: 1.3544 2022/06/27 15:56:54 - mmengine - INFO - Epoch(train) [179][140/3757] lr: 3.046e-06 eta: 0:32:20 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 10.7745 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.1653 loss: 1.1653 2022/06/27 15:57:00 - mmengine - INFO - Epoch(train) [179][160/3757] lr: 3.046e-06 eta: 0:32:14 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 12.6670 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3103 loss: 1.3103 2022/06/27 15:57:05 - mmengine - INFO - Epoch(train) [179][180/3757] lr: 3.046e-06 eta: 0:32:09 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 12.5112 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.7234 loss: 1.7234 2022/06/27 15:57:10 - mmengine - INFO - Epoch(train) [179][200/3757] lr: 3.046e-06 eta: 0:32:04 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 13.7739 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.8064 loss: 1.8064 2022/06/27 15:57:16 - mmengine - INFO - Epoch(train) [179][220/3757] lr: 3.046e-06 eta: 0:31:58 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 13.5285 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7476 loss: 1.7476 2022/06/27 15:57:21 - mmengine - INFO - Epoch(train) [179][240/3757] lr: 3.046e-06 eta: 0:31:53 time: 0.250 data_time: 0.006 memory: 5036 grad_norm: 15.2436 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.4735 loss: 1.4735 2022/06/27 15:57:25 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 15:57:26 - mmengine - INFO - Epoch(train) [179][260/3757] lr: 3.046e-06 eta: 0:31:48 time: 0.257 data_time: 0.015 memory: 5036 grad_norm: 11.0184 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.2501 loss: 1.2501 2022/06/27 15:57:32 - mmengine - INFO - Epoch(train) [179][280/3757] lr: 3.046e-06 eta: 0:31:43 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 13.2995 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.5274 loss: 1.5274 2022/06/27 15:57:37 - mmengine - INFO - Epoch(train) [179][300/3757] lr: 3.046e-06 eta: 0:31:37 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 9.8794 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3501 loss: 1.3501 2022/06/27 15:57:42 - mmengine - INFO - Epoch(train) [179][320/3757] lr: 3.046e-06 eta: 0:31:32 time: 0.265 data_time: 0.007 memory: 5036 grad_norm: 13.5076 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.2707 loss: 1.2707 2022/06/27 15:57:48 - mmengine - INFO - Epoch(train) [179][340/3757] lr: 3.046e-06 eta: 0:31:27 time: 0.260 data_time: 0.009 memory: 5036 grad_norm: 11.7121 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.4163 loss: 1.4163 2022/06/27 15:57:53 - mmengine - INFO - Epoch(train) [179][360/3757] lr: 3.046e-06 eta: 0:31:22 time: 0.258 data_time: 0.009 memory: 5036 grad_norm: 13.1319 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.5278 loss: 1.5278 2022/06/27 15:57:58 - mmengine - INFO - Epoch(train) [179][380/3757] lr: 3.046e-06 eta: 0:31:16 time: 0.279 data_time: 0.009 memory: 5036 grad_norm: 12.5346 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.6098 loss: 1.6098 2022/06/27 15:58:04 - mmengine - INFO - Epoch(train) [179][400/3757] lr: 3.046e-06 eta: 0:31:11 time: 0.265 data_time: 0.007 memory: 5036 grad_norm: 9.7249 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6582 loss: 1.6582 2022/06/27 15:58:09 - mmengine - INFO - Epoch(train) [179][420/3757] lr: 3.046e-06 eta: 0:31:06 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 14.3938 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6555 loss: 1.6555 2022/06/27 15:58:14 - mmengine - INFO - Epoch(train) [179][440/3757] lr: 3.046e-06 eta: 0:31:01 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 12.6945 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8290 loss: 1.8290 2022/06/27 15:58:19 - mmengine - INFO - Epoch(train) [179][460/3757] lr: 3.046e-06 eta: 0:30:55 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 12.4310 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.2538 loss: 1.2538 2022/06/27 15:58:25 - mmengine - INFO - Epoch(train) [179][480/3757] lr: 3.046e-06 eta: 0:30:50 time: 0.264 data_time: 0.006 memory: 5036 grad_norm: 12.8550 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.0382 loss: 1.0382 2022/06/27 15:58:30 - mmengine - INFO - Epoch(train) [179][500/3757] lr: 3.046e-06 eta: 0:30:45 time: 0.275 data_time: 0.007 memory: 5036 grad_norm: 12.7143 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7022 loss: 1.7022 2022/06/27 15:58:35 - mmengine - INFO - Epoch(train) [179][520/3757] lr: 3.046e-06 eta: 0:30:40 time: 0.259 data_time: 0.005 memory: 5036 grad_norm: 11.3217 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.7582 loss: 1.7582 2022/06/27 15:58:41 - mmengine - INFO - Epoch(train) [179][540/3757] lr: 3.046e-06 eta: 0:30:34 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 13.2089 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.2245 loss: 1.2245 2022/06/27 15:58:46 - mmengine - INFO - Epoch(train) [179][560/3757] lr: 3.046e-06 eta: 0:30:29 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 12.9420 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5940 loss: 1.5940 2022/06/27 15:58:51 - mmengine - INFO - Epoch(train) [179][580/3757] lr: 3.046e-06 eta: 0:30:24 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 15.1674 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.5027 loss: 1.5027 2022/06/27 15:58:57 - mmengine - INFO - Epoch(train) [179][600/3757] lr: 3.046e-06 eta: 0:30:19 time: 0.269 data_time: 0.006 memory: 5036 grad_norm: 12.9887 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.1970 loss: 1.1970 2022/06/27 15:59:02 - mmengine - INFO - Epoch(train) [179][620/3757] lr: 3.046e-06 eta: 0:30:13 time: 0.253 data_time: 0.009 memory: 5036 grad_norm: 11.4675 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5319 loss: 1.5319 2022/06/27 15:59:08 - mmengine - INFO - Epoch(train) [179][640/3757] lr: 3.046e-06 eta: 0:30:08 time: 0.261 data_time: 0.009 memory: 5036 grad_norm: 13.7549 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7596 loss: 1.7596 2022/06/27 15:59:13 - mmengine - INFO - Epoch(train) [179][660/3757] lr: 3.046e-06 eta: 0:30:03 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 12.5156 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6973 loss: 1.6973 2022/06/27 15:59:18 - mmengine - INFO - Epoch(train) [179][680/3757] lr: 3.046e-06 eta: 0:29:57 time: 0.261 data_time: 0.016 memory: 5036 grad_norm: 13.9140 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7113 loss: 1.7113 2022/06/27 15:59:24 - mmengine - INFO - Epoch(train) [179][700/3757] lr: 3.046e-06 eta: 0:29:52 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 14.4526 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.3816 loss: 1.3816 2022/06/27 15:59:29 - mmengine - INFO - Epoch(train) [179][720/3757] lr: 3.046e-06 eta: 0:29:47 time: 0.258 data_time: 0.004 memory: 5036 grad_norm: 12.6727 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.5479 loss: 1.5479 2022/06/27 15:59:34 - mmengine - INFO - Epoch(train) [179][740/3757] lr: 3.046e-06 eta: 0:29:42 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 13.9351 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 1.6659 loss: 1.6659 2022/06/27 15:59:40 - mmengine - INFO - Epoch(train) [179][760/3757] lr: 3.046e-06 eta: 0:29:36 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 11.6378 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3971 loss: 1.3971 2022/06/27 15:59:45 - mmengine - INFO - Epoch(train) [179][780/3757] lr: 3.046e-06 eta: 0:29:31 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 13.2675 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.8723 loss: 1.8723 2022/06/27 15:59:50 - mmengine - INFO - Epoch(train) [179][800/3757] lr: 3.046e-06 eta: 0:29:26 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 13.1629 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.8434 loss: 1.8434 2022/06/27 15:59:55 - mmengine - INFO - Epoch(train) [179][820/3757] lr: 3.046e-06 eta: 0:29:21 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 12.8788 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5127 loss: 1.5127 2022/06/27 16:00:01 - mmengine - INFO - Epoch(train) [179][840/3757] lr: 3.046e-06 eta: 0:29:15 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 13.0212 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.6244 loss: 1.6244 2022/06/27 16:00:06 - mmengine - INFO - Epoch(train) [179][860/3757] lr: 3.046e-06 eta: 0:29:10 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 14.7949 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.2659 loss: 1.2659 2022/06/27 16:00:12 - mmengine - INFO - Epoch(train) [179][880/3757] lr: 3.046e-06 eta: 0:29:05 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 13.8309 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 1.3752 loss: 1.3752 2022/06/27 16:00:17 - mmengine - INFO - Epoch(train) [179][900/3757] lr: 3.046e-06 eta: 0:29:00 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 15.2376 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.5743 loss: 1.5743 2022/06/27 16:00:22 - mmengine - INFO - Epoch(train) [179][920/3757] lr: 3.046e-06 eta: 0:28:54 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 14.3564 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3543 loss: 1.3543 2022/06/27 16:00:28 - mmengine - INFO - Epoch(train) [179][940/3757] lr: 3.046e-06 eta: 0:28:49 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 11.3445 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.9477 loss: 1.9477 2022/06/27 16:00:33 - mmengine - INFO - Epoch(train) [179][960/3757] lr: 3.046e-06 eta: 0:28:44 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 11.2908 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4222 loss: 1.4222 2022/06/27 16:00:38 - mmengine - INFO - Epoch(train) [179][980/3757] lr: 3.046e-06 eta: 0:28:39 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 13.9384 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.4422 loss: 1.4422 2022/06/27 16:00:43 - mmengine - INFO - Epoch(train) [179][1000/3757] lr: 3.046e-06 eta: 0:28:33 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 9.5887 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3224 loss: 1.3224 2022/06/27 16:00:49 - mmengine - INFO - Epoch(train) [179][1020/3757] lr: 3.046e-06 eta: 0:28:28 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 11.7269 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3915 loss: 1.3915 2022/06/27 16:00:54 - mmengine - INFO - Epoch(train) [179][1040/3757] lr: 3.046e-06 eta: 0:28:23 time: 0.252 data_time: 0.008 memory: 5036 grad_norm: 11.1337 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5483 loss: 1.5483 2022/06/27 16:00:59 - mmengine - INFO - Epoch(train) [179][1060/3757] lr: 3.046e-06 eta: 0:28:18 time: 0.268 data_time: 0.003 memory: 5036 grad_norm: 12.2304 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7347 loss: 1.7347 2022/06/27 16:01:05 - mmengine - INFO - Epoch(train) [179][1080/3757] lr: 3.046e-06 eta: 0:28:12 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 13.5803 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3825 loss: 1.3825 2022/06/27 16:01:10 - mmengine - INFO - Epoch(train) [179][1100/3757] lr: 3.046e-06 eta: 0:28:07 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 14.5390 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2121 loss: 1.2121 2022/06/27 16:01:15 - mmengine - INFO - Epoch(train) [179][1120/3757] lr: 3.046e-06 eta: 0:28:02 time: 0.254 data_time: 0.008 memory: 5036 grad_norm: 11.0542 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8476 loss: 1.8476 2022/06/27 16:01:20 - mmengine - INFO - Epoch(train) [179][1140/3757] lr: 3.046e-06 eta: 0:27:56 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 14.5888 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.0776 loss: 1.0776 2022/06/27 16:01:26 - mmengine - INFO - Epoch(train) [179][1160/3757] lr: 3.046e-06 eta: 0:27:51 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 10.8516 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5881 loss: 1.5881 2022/06/27 16:01:32 - mmengine - INFO - Epoch(train) [179][1180/3757] lr: 3.046e-06 eta: 0:27:46 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 10.7694 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5325 loss: 1.5325 2022/06/27 16:01:37 - mmengine - INFO - Epoch(train) [179][1200/3757] lr: 3.046e-06 eta: 0:27:41 time: 0.269 data_time: 0.007 memory: 5036 grad_norm: 12.9726 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.6651 loss: 1.6651 2022/06/27 16:01:42 - mmengine - INFO - Epoch(train) [179][1220/3757] lr: 3.046e-06 eta: 0:27:35 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 12.4162 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.1573 loss: 1.1573 2022/06/27 16:01:47 - mmengine - INFO - Epoch(train) [179][1240/3757] lr: 3.046e-06 eta: 0:27:30 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 15.6931 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4789 loss: 1.4789 2022/06/27 16:01:51 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 16:01:53 - mmengine - INFO - Epoch(train) [179][1260/3757] lr: 3.046e-06 eta: 0:27:25 time: 0.348 data_time: 0.007 memory: 5036 grad_norm: 14.1249 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.5537 loss: 1.5537 2022/06/27 16:01:58 - mmengine - INFO - Epoch(train) [179][1280/3757] lr: 3.046e-06 eta: 0:27:20 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 12.7162 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4969 loss: 1.4969 2022/06/27 16:02:04 - mmengine - INFO - Epoch(train) [179][1300/3757] lr: 3.046e-06 eta: 0:27:14 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 11.8230 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5574 loss: 1.5574 2022/06/27 16:02:09 - mmengine - INFO - Epoch(train) [179][1320/3757] lr: 3.046e-06 eta: 0:27:09 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 13.2922 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4430 loss: 1.4430 2022/06/27 16:02:14 - mmengine - INFO - Epoch(train) [179][1340/3757] lr: 3.046e-06 eta: 0:27:04 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 12.9000 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.7273 loss: 1.7273 2022/06/27 16:02:20 - mmengine - INFO - Epoch(train) [179][1360/3757] lr: 3.046e-06 eta: 0:26:59 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 12.7337 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7199 loss: 1.7199 2022/06/27 16:02:26 - mmengine - INFO - Epoch(train) [179][1380/3757] lr: 3.046e-06 eta: 0:26:53 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 13.2900 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.3201 loss: 1.3201 2022/06/27 16:02:31 - mmengine - INFO - Epoch(train) [179][1400/3757] lr: 3.046e-06 eta: 0:26:48 time: 0.257 data_time: 0.010 memory: 5036 grad_norm: 11.5103 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.6059 loss: 1.6059 2022/06/27 16:02:36 - mmengine - INFO - Epoch(train) [179][1420/3757] lr: 3.046e-06 eta: 0:26:43 time: 0.274 data_time: 0.007 memory: 5036 grad_norm: 11.8669 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.3924 loss: 1.3924 2022/06/27 16:02:41 - mmengine - INFO - Epoch(train) [179][1440/3757] lr: 3.046e-06 eta: 0:26:38 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 14.1411 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.8705 loss: 1.8705 2022/06/27 16:02:47 - mmengine - INFO - Epoch(train) [179][1460/3757] lr: 3.046e-06 eta: 0:26:32 time: 0.272 data_time: 0.007 memory: 5036 grad_norm: 10.8460 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4718 loss: 1.4718 2022/06/27 16:02:52 - mmengine - INFO - Epoch(train) [179][1480/3757] lr: 3.046e-06 eta: 0:26:27 time: 0.260 data_time: 0.005 memory: 5036 grad_norm: 16.2247 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.8364 loss: 1.8364 2022/06/27 16:02:58 - mmengine - INFO - Epoch(train) [179][1500/3757] lr: 3.046e-06 eta: 0:26:22 time: 0.257 data_time: 0.010 memory: 5036 grad_norm: 14.1780 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3947 loss: 1.3947 2022/06/27 16:03:03 - mmengine - INFO - Epoch(train) [179][1520/3757] lr: 3.046e-06 eta: 0:26:17 time: 0.964 data_time: 0.007 memory: 5036 grad_norm: 13.3331 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.4894 loss: 1.4894 2022/06/27 16:03:09 - mmengine - INFO - Epoch(train) [179][1540/3757] lr: 3.046e-06 eta: 0:26:11 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 14.2923 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 2.0106 loss: 2.0106 2022/06/27 16:03:14 - mmengine - INFO - Epoch(train) [179][1560/3757] lr: 3.046e-06 eta: 0:26:06 time: 0.273 data_time: 0.004 memory: 5036 grad_norm: 12.1215 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.5176 loss: 1.5176 2022/06/27 16:03:19 - mmengine - INFO - Epoch(train) [179][1580/3757] lr: 3.046e-06 eta: 0:26:01 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 10.7151 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3606 loss: 1.3606 2022/06/27 16:03:25 - mmengine - INFO - Epoch(train) [179][1600/3757] lr: 3.046e-06 eta: 0:25:55 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 11.2730 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.4753 loss: 1.4753 2022/06/27 16:03:30 - mmengine - INFO - Epoch(train) [179][1620/3757] lr: 3.046e-06 eta: 0:25:50 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 12.9785 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.6371 loss: 1.6371 2022/06/27 16:03:35 - mmengine - INFO - Epoch(train) [179][1640/3757] lr: 3.046e-06 eta: 0:25:45 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 13.0910 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.4973 loss: 1.4973 2022/06/27 16:03:41 - mmengine - INFO - Epoch(train) [179][1660/3757] lr: 3.046e-06 eta: 0:25:40 time: 0.266 data_time: 0.007 memory: 5036 grad_norm: 12.8814 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.2917 loss: 1.2917 2022/06/27 16:03:46 - mmengine - INFO - Epoch(train) [179][1680/3757] lr: 3.046e-06 eta: 0:25:34 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 11.9772 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.6032 loss: 1.6032 2022/06/27 16:03:51 - mmengine - INFO - Epoch(train) [179][1700/3757] lr: 3.046e-06 eta: 0:25:29 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 13.1369 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.2356 loss: 1.2356 2022/06/27 16:03:57 - mmengine - INFO - Epoch(train) [179][1720/3757] lr: 3.046e-06 eta: 0:25:24 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 12.8955 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.4073 loss: 1.4073 2022/06/27 16:04:02 - mmengine - INFO - Epoch(train) [179][1740/3757] lr: 3.046e-06 eta: 0:25:19 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 10.5154 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.1593 loss: 1.1593 2022/06/27 16:04:07 - mmengine - INFO - Epoch(train) [179][1760/3757] lr: 3.046e-06 eta: 0:25:13 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 12.6920 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.5482 loss: 1.5482 2022/06/27 16:04:12 - mmengine - INFO - Epoch(train) [179][1780/3757] lr: 3.046e-06 eta: 0:25:08 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 12.4787 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.8153 loss: 1.8153 2022/06/27 16:04:19 - mmengine - INFO - Epoch(train) [179][1800/3757] lr: 3.046e-06 eta: 0:25:03 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 12.0248 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.6064 loss: 1.6064 2022/06/27 16:04:24 - mmengine - INFO - Epoch(train) [179][1820/3757] lr: 3.046e-06 eta: 0:24:58 time: 0.265 data_time: 0.007 memory: 5036 grad_norm: 13.6519 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.4011 loss: 1.4011 2022/06/27 16:04:29 - mmengine - INFO - Epoch(train) [179][1840/3757] lr: 3.046e-06 eta: 0:24:52 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 10.5836 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.6493 loss: 1.6493 2022/06/27 16:04:34 - mmengine - INFO - Epoch(train) [179][1860/3757] lr: 3.046e-06 eta: 0:24:47 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 13.1697 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.5621 loss: 1.5621 2022/06/27 16:04:40 - mmengine - INFO - Epoch(train) [179][1880/3757] lr: 3.046e-06 eta: 0:24:42 time: 0.264 data_time: 0.007 memory: 5036 grad_norm: 14.1473 top1_acc: 0.2500 top5_acc: 0.3750 loss_cls: 2.0308 loss: 2.0308 2022/06/27 16:04:45 - mmengine - INFO - Epoch(train) [179][1900/3757] lr: 3.046e-06 eta: 0:24:37 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 12.7527 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3394 loss: 1.3394 2022/06/27 16:04:50 - mmengine - INFO - Epoch(train) [179][1920/3757] lr: 3.046e-06 eta: 0:24:31 time: 0.259 data_time: 0.004 memory: 5036 grad_norm: 13.1836 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3882 loss: 1.3882 2022/06/27 16:04:56 - mmengine - INFO - Epoch(train) [179][1940/3757] lr: 3.046e-06 eta: 0:24:26 time: 0.254 data_time: 0.008 memory: 5036 grad_norm: 10.8023 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2440 loss: 1.2440 2022/06/27 16:05:01 - mmengine - INFO - Epoch(train) [179][1960/3757] lr: 3.046e-06 eta: 0:24:21 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 13.1226 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3948 loss: 1.3948 2022/06/27 16:05:06 - mmengine - INFO - Epoch(train) [179][1980/3757] lr: 3.046e-06 eta: 0:24:15 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 10.3764 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3410 loss: 1.3410 2022/06/27 16:05:11 - mmengine - INFO - Epoch(train) [179][2000/3757] lr: 3.046e-06 eta: 0:24:10 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 12.0557 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.6386 loss: 1.6386 2022/06/27 16:05:17 - mmengine - INFO - Epoch(train) [179][2020/3757] lr: 3.046e-06 eta: 0:24:05 time: 0.265 data_time: 0.009 memory: 5036 grad_norm: 14.6644 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.7757 loss: 1.7757 2022/06/27 16:05:23 - mmengine - INFO - Epoch(train) [179][2040/3757] lr: 3.046e-06 eta: 0:24:00 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 11.9130 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3715 loss: 1.3715 2022/06/27 16:05:28 - mmengine - INFO - Epoch(train) [179][2060/3757] lr: 3.046e-06 eta: 0:23:54 time: 0.266 data_time: 0.004 memory: 5036 grad_norm: 16.4152 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6940 loss: 1.6940 2022/06/27 16:05:34 - mmengine - INFO - Epoch(train) [179][2080/3757] lr: 3.046e-06 eta: 0:23:49 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 12.1912 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5224 loss: 1.5224 2022/06/27 16:05:39 - mmengine - INFO - Epoch(train) [179][2100/3757] lr: 3.046e-06 eta: 0:23:44 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 11.7665 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8425 loss: 1.8425 2022/06/27 16:05:45 - mmengine - INFO - Epoch(train) [179][2120/3757] lr: 3.046e-06 eta: 0:23:39 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 11.8504 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2571 loss: 1.2571 2022/06/27 16:05:50 - mmengine - INFO - Epoch(train) [179][2140/3757] lr: 3.046e-06 eta: 0:23:33 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 14.4240 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.2017 loss: 1.2017 2022/06/27 16:05:55 - mmengine - INFO - Epoch(train) [179][2160/3757] lr: 3.046e-06 eta: 0:23:28 time: 0.259 data_time: 0.009 memory: 5036 grad_norm: 12.6947 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.4350 loss: 1.4350 2022/06/27 16:06:01 - mmengine - INFO - Epoch(train) [179][2180/3757] lr: 3.046e-06 eta: 0:23:23 time: 0.254 data_time: 0.004 memory: 5036 grad_norm: 15.1492 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.8343 loss: 1.8343 2022/06/27 16:06:06 - mmengine - INFO - Epoch(train) [179][2200/3757] lr: 3.046e-06 eta: 0:23:18 time: 0.265 data_time: 0.007 memory: 5036 grad_norm: 11.9995 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5253 loss: 1.5253 2022/06/27 16:06:11 - mmengine - INFO - Epoch(train) [179][2220/3757] lr: 3.046e-06 eta: 0:23:12 time: 0.251 data_time: 0.006 memory: 5036 grad_norm: 10.1189 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5426 loss: 1.5426 2022/06/27 16:06:17 - mmengine - INFO - Epoch(train) [179][2240/3757] lr: 3.046e-06 eta: 0:23:07 time: 0.254 data_time: 0.009 memory: 5036 grad_norm: 14.0418 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5646 loss: 1.5646 2022/06/27 16:06:21 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 16:06:22 - mmengine - INFO - Epoch(train) [179][2260/3757] lr: 3.046e-06 eta: 0:23:02 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 13.3371 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3062 loss: 1.3062 2022/06/27 16:06:28 - mmengine - INFO - Epoch(train) [179][2280/3757] lr: 3.046e-06 eta: 0:22:57 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 10.2321 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.1349 loss: 1.1349 2022/06/27 16:06:33 - mmengine - INFO - Epoch(train) [179][2300/3757] lr: 3.046e-06 eta: 0:22:51 time: 0.271 data_time: 0.007 memory: 5036 grad_norm: 13.3297 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3010 loss: 1.3010 2022/06/27 16:06:38 - mmengine - INFO - Epoch(train) [179][2320/3757] lr: 3.046e-06 eta: 0:22:46 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 12.5986 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.6986 loss: 1.6986 2022/06/27 16:06:43 - mmengine - INFO - Epoch(train) [179][2340/3757] lr: 3.046e-06 eta: 0:22:41 time: 0.278 data_time: 0.026 memory: 5036 grad_norm: 11.7477 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.2332 loss: 1.2332 2022/06/27 16:06:49 - mmengine - INFO - Epoch(train) [179][2360/3757] lr: 3.046e-06 eta: 0:22:36 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 13.1756 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3954 loss: 1.3954 2022/06/27 16:06:55 - mmengine - INFO - Epoch(train) [179][2380/3757] lr: 3.046e-06 eta: 0:22:30 time: 0.260 data_time: 0.005 memory: 5036 grad_norm: 13.6964 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4898 loss: 1.4898 2022/06/27 16:07:00 - mmengine - INFO - Epoch(train) [179][2400/3757] lr: 3.046e-06 eta: 0:22:25 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 12.1836 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5304 loss: 1.5304 2022/06/27 16:07:05 - mmengine - INFO - Epoch(train) [179][2420/3757] lr: 3.046e-06 eta: 0:22:20 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 13.5737 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.6258 loss: 1.6258 2022/06/27 16:07:10 - mmengine - INFO - Epoch(train) [179][2440/3757] lr: 3.046e-06 eta: 0:22:14 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 15.0737 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.6818 loss: 1.6818 2022/06/27 16:07:16 - mmengine - INFO - Epoch(train) [179][2460/3757] lr: 3.046e-06 eta: 0:22:09 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 12.3689 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7657 loss: 1.7657 2022/06/27 16:07:21 - mmengine - INFO - Epoch(train) [179][2480/3757] lr: 3.046e-06 eta: 0:22:04 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 10.1190 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4561 loss: 1.4561 2022/06/27 16:07:27 - mmengine - INFO - Epoch(train) [179][2500/3757] lr: 3.046e-06 eta: 0:21:59 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 14.3592 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.5870 loss: 1.5870 2022/06/27 16:07:32 - mmengine - INFO - Epoch(train) [179][2520/3757] lr: 3.046e-06 eta: 0:21:53 time: 0.258 data_time: 0.008 memory: 5036 grad_norm: 15.0515 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.5520 loss: 1.5520 2022/06/27 16:07:38 - mmengine - INFO - Epoch(train) [179][2540/3757] lr: 3.046e-06 eta: 0:21:48 time: 0.261 data_time: 0.003 memory: 5036 grad_norm: 12.4367 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.6330 loss: 1.6330 2022/06/27 16:07:43 - mmengine - INFO - Epoch(train) [179][2560/3757] lr: 3.046e-06 eta: 0:21:43 time: 0.267 data_time: 0.007 memory: 5036 grad_norm: 13.3741 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3797 loss: 1.3797 2022/06/27 16:07:48 - mmengine - INFO - Epoch(train) [179][2580/3757] lr: 3.046e-06 eta: 0:21:38 time: 0.259 data_time: 0.010 memory: 5036 grad_norm: 12.8048 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.5639 loss: 1.5639 2022/06/27 16:07:55 - mmengine - INFO - Epoch(train) [179][2600/3757] lr: 3.046e-06 eta: 0:21:32 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 13.5408 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.4799 loss: 1.4799 2022/06/27 16:08:00 - mmengine - INFO - Epoch(train) [179][2620/3757] lr: 3.046e-06 eta: 0:21:27 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 13.0337 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.5145 loss: 1.5145 2022/06/27 16:08:05 - mmengine - INFO - Epoch(train) [179][2640/3757] lr: 3.046e-06 eta: 0:21:22 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 12.9615 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.0481 loss: 1.0481 2022/06/27 16:08:10 - mmengine - INFO - Epoch(train) [179][2660/3757] lr: 3.046e-06 eta: 0:21:17 time: 0.263 data_time: 0.007 memory: 5036 grad_norm: 12.5259 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5887 loss: 1.5887 2022/06/27 16:08:16 - mmengine - INFO - Epoch(train) [179][2680/3757] lr: 3.046e-06 eta: 0:21:11 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 12.8836 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.5225 loss: 1.5225 2022/06/27 16:08:21 - mmengine - INFO - Epoch(train) [179][2700/3757] lr: 3.046e-06 eta: 0:21:06 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 12.2162 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4506 loss: 1.4506 2022/06/27 16:08:26 - mmengine - INFO - Epoch(train) [179][2720/3757] lr: 3.046e-06 eta: 0:21:01 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 13.0070 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6048 loss: 1.6048 2022/06/27 16:08:31 - mmengine - INFO - Epoch(train) [179][2740/3757] lr: 3.046e-06 eta: 0:20:56 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 9.5871 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5403 loss: 1.5403 2022/06/27 16:08:37 - mmengine - INFO - Epoch(train) [179][2760/3757] lr: 3.046e-06 eta: 0:20:50 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 12.3637 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4073 loss: 1.4073 2022/06/27 16:08:42 - mmengine - INFO - Epoch(train) [179][2780/3757] lr: 3.046e-06 eta: 0:20:45 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 10.9011 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3180 loss: 1.3180 2022/06/27 16:08:48 - mmengine - INFO - Epoch(train) [179][2800/3757] lr: 3.046e-06 eta: 0:20:40 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 15.4418 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.3928 loss: 1.3928 2022/06/27 16:08:53 - mmengine - INFO - Epoch(train) [179][2820/3757] lr: 3.046e-06 eta: 0:20:35 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 13.3977 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.2763 loss: 1.2763 2022/06/27 16:08:58 - mmengine - INFO - Epoch(train) [179][2840/3757] lr: 3.046e-06 eta: 0:20:29 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 12.2328 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.2413 loss: 1.2413 2022/06/27 16:09:04 - mmengine - INFO - Epoch(train) [179][2860/3757] lr: 3.046e-06 eta: 0:20:24 time: 0.277 data_time: 0.004 memory: 5036 grad_norm: 13.7450 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.4875 loss: 1.4875 2022/06/27 16:09:09 - mmengine - INFO - Epoch(train) [179][2880/3757] lr: 3.046e-06 eta: 0:20:19 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 12.0477 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.2893 loss: 1.2893 2022/06/27 16:09:14 - mmengine - INFO - Epoch(train) [179][2900/3757] lr: 3.046e-06 eta: 0:20:13 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 14.2664 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.5296 loss: 1.5296 2022/06/27 16:09:19 - mmengine - INFO - Epoch(train) [179][2920/3757] lr: 3.046e-06 eta: 0:20:08 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 11.1971 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8458 loss: 1.8458 2022/06/27 16:09:25 - mmengine - INFO - Epoch(train) [179][2940/3757] lr: 3.046e-06 eta: 0:20:03 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 10.2561 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4632 loss: 1.4632 2022/06/27 16:09:30 - mmengine - INFO - Epoch(train) [179][2960/3757] lr: 3.046e-06 eta: 0:19:58 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 12.5965 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.3413 loss: 1.3413 2022/06/27 16:09:35 - mmengine - INFO - Epoch(train) [179][2980/3757] lr: 3.046e-06 eta: 0:19:52 time: 0.265 data_time: 0.007 memory: 5036 grad_norm: 10.1156 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.7258 loss: 1.7258 2022/06/27 16:09:41 - mmengine - INFO - Epoch(train) [179][3000/3757] lr: 3.046e-06 eta: 0:19:47 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 13.7403 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3134 loss: 1.3134 2022/06/27 16:09:46 - mmengine - INFO - Epoch(train) [179][3020/3757] lr: 3.046e-06 eta: 0:19:42 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 12.5465 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3671 loss: 1.3671 2022/06/27 16:09:51 - mmengine - INFO - Epoch(train) [179][3040/3757] lr: 3.046e-06 eta: 0:19:37 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 11.8434 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.6507 loss: 1.6507 2022/06/27 16:09:57 - mmengine - INFO - Epoch(train) [179][3060/3757] lr: 3.046e-06 eta: 0:19:31 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 13.5030 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6289 loss: 1.6289 2022/06/27 16:10:02 - mmengine - INFO - Epoch(train) [179][3080/3757] lr: 3.046e-06 eta: 0:19:26 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 10.9380 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.2821 loss: 1.2821 2022/06/27 16:10:07 - mmengine - INFO - Epoch(train) [179][3100/3757] lr: 3.046e-06 eta: 0:19:21 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 13.8919 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6974 loss: 1.6974 2022/06/27 16:10:13 - mmengine - INFO - Epoch(train) [179][3120/3757] lr: 3.046e-06 eta: 0:19:16 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 10.9204 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.6155 loss: 1.6155 2022/06/27 16:10:18 - mmengine - INFO - Epoch(train) [179][3140/3757] lr: 3.046e-06 eta: 0:19:10 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 11.9190 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.2419 loss: 1.2419 2022/06/27 16:10:23 - mmengine - INFO - Epoch(train) [179][3160/3757] lr: 3.046e-06 eta: 0:19:05 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 10.8307 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7269 loss: 1.7269 2022/06/27 16:10:29 - mmengine - INFO - Epoch(train) [179][3180/3757] lr: 3.046e-06 eta: 0:19:00 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 11.2679 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8411 loss: 1.8411 2022/06/27 16:10:34 - mmengine - INFO - Epoch(train) [179][3200/3757] lr: 3.046e-06 eta: 0:18:55 time: 0.295 data_time: 0.045 memory: 5036 grad_norm: 11.9889 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.1442 loss: 1.1442 2022/06/27 16:10:39 - mmengine - INFO - Epoch(train) [179][3220/3757] lr: 3.046e-06 eta: 0:18:49 time: 0.257 data_time: 0.008 memory: 5036 grad_norm: 15.7991 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.3456 loss: 1.3456 2022/06/27 16:10:45 - mmengine - INFO - Epoch(train) [179][3240/3757] lr: 3.046e-06 eta: 0:18:44 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 11.8018 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.4925 loss: 1.4925 2022/06/27 16:10:48 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 16:10:50 - mmengine - INFO - Epoch(train) [179][3260/3757] lr: 3.046e-06 eta: 0:18:39 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 13.6448 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.8308 loss: 1.8308 2022/06/27 16:10:55 - mmengine - INFO - Epoch(train) [179][3280/3757] lr: 3.046e-06 eta: 0:18:33 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 14.6642 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4367 loss: 1.4367 2022/06/27 16:11:00 - mmengine - INFO - Epoch(train) [179][3300/3757] lr: 3.046e-06 eta: 0:18:28 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 12.1853 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.4204 loss: 1.4204 2022/06/27 16:11:06 - mmengine - INFO - Epoch(train) [179][3320/3757] lr: 3.046e-06 eta: 0:18:23 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 14.8085 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.5139 loss: 1.5139 2022/06/27 16:11:11 - mmengine - INFO - Epoch(train) [179][3340/3757] lr: 3.046e-06 eta: 0:18:18 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 11.7907 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4486 loss: 1.4486 2022/06/27 16:11:17 - mmengine - INFO - Epoch(train) [179][3360/3757] lr: 3.046e-06 eta: 0:18:12 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 12.6689 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7061 loss: 1.7061 2022/06/27 16:11:22 - mmengine - INFO - Epoch(train) [179][3380/3757] lr: 3.046e-06 eta: 0:18:07 time: 0.256 data_time: 0.010 memory: 5036 grad_norm: 12.5969 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.0431 loss: 1.0431 2022/06/27 16:11:27 - mmengine - INFO - Epoch(train) [179][3400/3757] lr: 3.046e-06 eta: 0:18:02 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 11.4244 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.6067 loss: 1.6067 2022/06/27 16:11:33 - mmengine - INFO - Epoch(train) [179][3420/3757] lr: 3.046e-06 eta: 0:17:57 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 13.8804 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.6581 loss: 1.6581 2022/06/27 16:11:38 - mmengine - INFO - Epoch(train) [179][3440/3757] lr: 3.046e-06 eta: 0:17:51 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 12.9794 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7848 loss: 1.7848 2022/06/27 16:11:43 - mmengine - INFO - Epoch(train) [179][3460/3757] lr: 3.046e-06 eta: 0:17:46 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 14.9911 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4881 loss: 1.4881 2022/06/27 16:11:49 - mmengine - INFO - Epoch(train) [179][3480/3757] lr: 3.046e-06 eta: 0:17:41 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 11.6123 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3107 loss: 1.3107 2022/06/27 16:11:54 - mmengine - INFO - Epoch(train) [179][3500/3757] lr: 3.046e-06 eta: 0:17:36 time: 0.258 data_time: 0.010 memory: 5036 grad_norm: 12.8467 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4246 loss: 1.4246 2022/06/27 16:12:00 - mmengine - INFO - Epoch(train) [179][3520/3757] lr: 3.046e-06 eta: 0:17:30 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 10.8722 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.2491 loss: 1.2491 2022/06/27 16:12:05 - mmengine - INFO - Epoch(train) [179][3540/3757] lr: 3.046e-06 eta: 0:17:25 time: 0.265 data_time: 0.007 memory: 5036 grad_norm: 14.3132 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.6022 loss: 1.6022 2022/06/27 16:12:10 - mmengine - INFO - Epoch(train) [179][3560/3757] lr: 3.046e-06 eta: 0:17:20 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 11.9318 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3872 loss: 1.3872 2022/06/27 16:12:16 - mmengine - INFO - Epoch(train) [179][3580/3757] lr: 3.046e-06 eta: 0:17:15 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 12.4858 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.6581 loss: 1.6581 2022/06/27 16:12:21 - mmengine - INFO - Epoch(train) [179][3600/3757] lr: 3.046e-06 eta: 0:17:09 time: 0.253 data_time: 0.003 memory: 5036 grad_norm: 10.6133 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.5399 loss: 1.5399 2022/06/27 16:12:26 - mmengine - INFO - Epoch(train) [179][3620/3757] lr: 3.046e-06 eta: 0:17:04 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 13.7647 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.8069 loss: 1.8069 2022/06/27 16:12:31 - mmengine - INFO - Epoch(train) [179][3640/3757] lr: 3.046e-06 eta: 0:16:59 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 15.4762 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6693 loss: 1.6693 2022/06/27 16:12:37 - mmengine - INFO - Epoch(train) [179][3660/3757] lr: 3.046e-06 eta: 0:16:54 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 13.4551 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4787 loss: 1.4787 2022/06/27 16:12:42 - mmengine - INFO - Epoch(train) [179][3680/3757] lr: 3.046e-06 eta: 0:16:48 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 10.8518 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.5380 loss: 1.5380 2022/06/27 16:12:47 - mmengine - INFO - Epoch(train) [179][3700/3757] lr: 3.046e-06 eta: 0:16:43 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 11.7971 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.6239 loss: 1.6239 2022/06/27 16:12:52 - mmengine - INFO - Epoch(train) [179][3720/3757] lr: 3.046e-06 eta: 0:16:38 time: 0.267 data_time: 0.003 memory: 5036 grad_norm: 13.9290 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.5608 loss: 1.5608 2022/06/27 16:12:58 - mmengine - INFO - Epoch(train) [179][3740/3757] lr: 3.046e-06 eta: 0:16:32 time: 0.244 data_time: 0.007 memory: 5036 grad_norm: 12.6074 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.7799 loss: 1.7799 2022/06/27 16:13:02 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 16:13:02 - mmengine - INFO - Saving checkpoint at 179 epochs 2022/06/27 16:13:15 - mmengine - INFO - Epoch(val) [179][20/310] eta: 0:01:47 time: 0.112 data_time: 0.010 memory: 5036 2022/06/27 16:13:19 - mmengine - INFO - Epoch(val) [179][40/310] eta: 0:01:35 time: 0.106 data_time: 0.004 memory: 1723 2022/06/27 16:13:24 - mmengine - INFO - Epoch(val) [179][60/310] eta: 0:00:37 time: 0.103 data_time: 0.002 memory: 1723 2022/06/27 16:13:28 - mmengine - INFO - Epoch(val) [179][80/310] eta: 0:00:24 time: 0.108 data_time: 0.001 memory: 1723 2022/06/27 16:13:36 - mmengine - INFO - Epoch(val) [179][100/310] eta: 0:01:17 time: 0.317 data_time: 0.215 memory: 1723 2022/06/27 16:13:41 - mmengine - INFO - Epoch(val) [179][120/310] eta: 0:01:10 time: 0.601 data_time: 0.499 memory: 1723 2022/06/27 16:13:45 - mmengine - INFO - Epoch(val) [179][140/310] eta: 0:00:28 time: 0.109 data_time: 0.002 memory: 1723 2022/06/27 16:13:50 - mmengine - INFO - Epoch(val) [179][160/310] eta: 0:00:22 time: 0.102 data_time: 0.001 memory: 1723 2022/06/27 16:13:57 - mmengine - INFO - Epoch(val) [179][180/310] eta: 0:00:44 time: 0.386 data_time: 0.277 memory: 1723 2022/06/27 16:14:03 - mmengine - INFO - Epoch(val) [179][200/310] eta: 0:00:41 time: 0.103 data_time: 0.002 memory: 1723 2022/06/27 16:14:07 - mmengine - INFO - Epoch(val) [179][220/310] eta: 0:00:18 time: 0.103 data_time: 0.002 memory: 1723 2022/06/27 16:14:11 - mmengine - INFO - Epoch(val) [179][240/310] eta: 0:00:07 time: 0.103 data_time: 0.002 memory: 1723 2022/06/27 16:14:19 - mmengine - INFO - Epoch(val) [179][260/310] eta: 0:00:20 time: 0.104 data_time: 0.001 memory: 1723 2022/06/27 16:14:23 - mmengine - INFO - Epoch(val) [179][280/310] eta: 0:00:09 time: 0.121 data_time: 0.002 memory: 1723 2022/06/27 16:14:25 - mmengine - INFO - Epoch(val) [179][300/310] eta: 0:00:01 time: 0.102 data_time: 0.001 memory: 1723 2022/06/27 16:14:28 - mmengine - INFO - Epoch(val) [179][310/310] acc/top1: 0.6134 acc/top5: 0.8278 acc/mean1: 0.6133 2022/06/27 16:14:38 - mmengine - INFO - Epoch(train) [180][20/3757] lr: 7.615e-07 eta: 0:16:23 time: 0.253 data_time: 0.004 memory: 5036 grad_norm: 12.2437 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4631 loss: 1.4631 2022/06/27 16:14:44 - mmengine - INFO - Epoch(train) [180][40/3757] lr: 7.615e-07 eta: 0:16:17 time: 0.255 data_time: 0.005 memory: 5036 grad_norm: 11.7906 top1_acc: 0.2500 top5_acc: 0.6250 loss_cls: 1.3428 loss: 1.3428 2022/06/27 16:14:49 - mmengine - INFO - Epoch(train) [180][60/3757] lr: 7.615e-07 eta: 0:16:12 time: 0.271 data_time: 0.025 memory: 5036 grad_norm: 9.4174 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.5011 loss: 1.5011 2022/06/27 16:14:55 - mmengine - INFO - Epoch(train) [180][80/3757] lr: 7.615e-07 eta: 0:16:07 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 13.9512 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8929 loss: 1.8929 2022/06/27 16:15:00 - mmengine - INFO - Epoch(train) [180][100/3757] lr: 7.615e-07 eta: 0:16:02 time: 0.255 data_time: 0.004 memory: 5036 grad_norm: 10.6182 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5498 loss: 1.5498 2022/06/27 16:15:06 - mmengine - INFO - Epoch(train) [180][120/3757] lr: 7.615e-07 eta: 0:15:56 time: 0.255 data_time: 0.004 memory: 5036 grad_norm: 11.8703 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3261 loss: 1.3261 2022/06/27 16:15:11 - mmengine - INFO - Epoch(train) [180][140/3757] lr: 7.615e-07 eta: 0:15:51 time: 0.254 data_time: 0.004 memory: 5036 grad_norm: 14.3004 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5105 loss: 1.5105 2022/06/27 16:15:16 - mmengine - INFO - Epoch(train) [180][160/3757] lr: 7.615e-07 eta: 0:15:46 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 11.9041 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7488 loss: 1.7488 2022/06/27 16:15:22 - mmengine - INFO - Epoch(train) [180][180/3757] lr: 7.615e-07 eta: 0:15:41 time: 0.253 data_time: 0.004 memory: 5036 grad_norm: 12.7950 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4240 loss: 1.4240 2022/06/27 16:15:28 - mmengine - INFO - Epoch(train) [180][200/3757] lr: 7.615e-07 eta: 0:15:35 time: 0.254 data_time: 0.004 memory: 5036 grad_norm: 11.7322 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6165 loss: 1.6165 2022/06/27 16:15:33 - mmengine - INFO - Epoch(train) [180][220/3757] lr: 7.615e-07 eta: 0:15:30 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 13.7458 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7513 loss: 1.7513 2022/06/27 16:15:38 - mmengine - INFO - Epoch(train) [180][240/3757] lr: 7.615e-07 eta: 0:15:25 time: 0.263 data_time: 0.007 memory: 5036 grad_norm: 26.7385 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.0240 loss: 1.0240 2022/06/27 16:15:44 - mmengine - INFO - Epoch(train) [180][260/3757] lr: 7.615e-07 eta: 0:15:20 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 12.6556 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.4886 loss: 1.4886 2022/06/27 16:15:49 - mmengine - INFO - Epoch(train) [180][280/3757] lr: 7.615e-07 eta: 0:15:14 time: 0.265 data_time: 0.008 memory: 5036 grad_norm: 11.5239 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.5493 loss: 1.5493 2022/06/27 16:15:54 - mmengine - INFO - Epoch(train) [180][300/3757] lr: 7.615e-07 eta: 0:15:09 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 14.8015 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6564 loss: 1.6564 2022/06/27 16:16:00 - mmengine - INFO - Epoch(train) [180][320/3757] lr: 7.615e-07 eta: 0:15:04 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 15.0236 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3657 loss: 1.3657 2022/06/27 16:16:06 - mmengine - INFO - Epoch(train) [180][340/3757] lr: 7.615e-07 eta: 0:14:59 time: 0.260 data_time: 0.010 memory: 5036 grad_norm: 13.0461 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.5928 loss: 1.5928 2022/06/27 16:16:11 - mmengine - INFO - Epoch(train) [180][360/3757] lr: 7.615e-07 eta: 0:14:53 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 12.0112 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3380 loss: 1.3380 2022/06/27 16:16:16 - mmengine - INFO - Epoch(train) [180][380/3757] lr: 7.615e-07 eta: 0:14:48 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 11.8156 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.4250 loss: 1.4250 2022/06/27 16:16:22 - mmengine - INFO - Epoch(train) [180][400/3757] lr: 7.615e-07 eta: 0:14:43 time: 0.253 data_time: 0.006 memory: 5036 grad_norm: 12.3462 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.1637 loss: 1.1637 2022/06/27 16:16:27 - mmengine - INFO - Epoch(train) [180][420/3757] lr: 7.615e-07 eta: 0:14:38 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 10.1996 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4186 loss: 1.4186 2022/06/27 16:16:33 - mmengine - INFO - Epoch(train) [180][440/3757] lr: 7.615e-07 eta: 0:14:32 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 12.7905 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.2914 loss: 1.2914 2022/06/27 16:16:38 - mmengine - INFO - Epoch(train) [180][460/3757] lr: 7.615e-07 eta: 0:14:27 time: 0.267 data_time: 0.004 memory: 5036 grad_norm: 12.8515 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4674 loss: 1.4674 2022/06/27 16:16:43 - mmengine - INFO - Epoch(train) [180][480/3757] lr: 7.615e-07 eta: 0:14:22 time: 0.266 data_time: 0.009 memory: 5036 grad_norm: 10.5416 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4183 loss: 1.4183 2022/06/27 16:16:48 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 16:16:48 - mmengine - INFO - Epoch(train) [180][500/3757] lr: 7.615e-07 eta: 0:14:16 time: 0.257 data_time: 0.006 memory: 5036 grad_norm: 15.1427 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3969 loss: 1.3969 2022/06/27 16:16:54 - mmengine - INFO - Epoch(train) [180][520/3757] lr: 7.615e-07 eta: 0:14:11 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 13.6810 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.0451 loss: 1.0451 2022/06/27 16:16:59 - mmengine - INFO - Epoch(train) [180][540/3757] lr: 7.615e-07 eta: 0:14:06 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 12.3137 top1_acc: 0.1250 top5_acc: 0.5000 loss_cls: 1.8871 loss: 1.8871 2022/06/27 16:17:05 - mmengine - INFO - Epoch(train) [180][560/3757] lr: 7.615e-07 eta: 0:14:01 time: 0.555 data_time: 0.010 memory: 5036 grad_norm: 14.7838 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.9932 loss: 1.9932 2022/06/27 16:17:10 - mmengine - INFO - Epoch(train) [180][580/3757] lr: 7.615e-07 eta: 0:13:55 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 9.0729 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.3785 loss: 1.3785 2022/06/27 16:17:16 - mmengine - INFO - Epoch(train) [180][600/3757] lr: 7.615e-07 eta: 0:13:50 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 10.8928 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.8278 loss: 1.8278 2022/06/27 16:17:21 - mmengine - INFO - Epoch(train) [180][620/3757] lr: 7.615e-07 eta: 0:13:45 time: 0.264 data_time: 0.007 memory: 5036 grad_norm: 13.3259 top1_acc: 0.1250 top5_acc: 0.2500 loss_cls: 2.0360 loss: 2.0360 2022/06/27 16:17:26 - mmengine - INFO - Epoch(train) [180][640/3757] lr: 7.615e-07 eta: 0:13:40 time: 0.259 data_time: 0.013 memory: 5036 grad_norm: 13.6915 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.5928 loss: 1.5928 2022/06/27 16:17:31 - mmengine - INFO - Epoch(train) [180][660/3757] lr: 7.615e-07 eta: 0:13:34 time: 0.280 data_time: 0.003 memory: 5036 grad_norm: 12.0221 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8668 loss: 1.8668 2022/06/27 16:17:37 - mmengine - INFO - Epoch(train) [180][680/3757] lr: 7.615e-07 eta: 0:13:29 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 11.9827 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.3789 loss: 1.3789 2022/06/27 16:17:42 - mmengine - INFO - Epoch(train) [180][700/3757] lr: 7.615e-07 eta: 0:13:24 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 11.7939 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.5882 loss: 1.5882 2022/06/27 16:17:47 - mmengine - INFO - Epoch(train) [180][720/3757] lr: 7.615e-07 eta: 0:13:19 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 10.4729 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3999 loss: 1.3999 2022/06/27 16:17:53 - mmengine - INFO - Epoch(train) [180][740/3757] lr: 7.615e-07 eta: 0:13:13 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 12.5990 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6461 loss: 1.6461 2022/06/27 16:17:58 - mmengine - INFO - Epoch(train) [180][760/3757] lr: 7.615e-07 eta: 0:13:08 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 12.6522 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.0446 loss: 2.0446 2022/06/27 16:18:03 - mmengine - INFO - Epoch(train) [180][780/3757] lr: 7.615e-07 eta: 0:13:03 time: 0.255 data_time: 0.009 memory: 5036 grad_norm: 11.8717 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.4867 loss: 1.4867 2022/06/27 16:18:08 - mmengine - INFO - Epoch(train) [180][800/3757] lr: 7.615e-07 eta: 0:12:58 time: 0.259 data_time: 0.008 memory: 5036 grad_norm: 12.4699 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.8470 loss: 1.8470 2022/06/27 16:18:14 - mmengine - INFO - Epoch(train) [180][820/3757] lr: 7.615e-07 eta: 0:12:52 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 12.1610 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5006 loss: 1.5006 2022/06/27 16:18:19 - mmengine - INFO - Epoch(train) [180][840/3757] lr: 7.615e-07 eta: 0:12:47 time: 0.256 data_time: 0.008 memory: 5036 grad_norm: 11.1644 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.3817 loss: 1.3817 2022/06/27 16:18:24 - mmengine - INFO - Epoch(train) [180][860/3757] lr: 7.615e-07 eta: 0:12:42 time: 0.288 data_time: 0.030 memory: 5036 grad_norm: 11.7688 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5422 loss: 1.5422 2022/06/27 16:18:30 - mmengine - INFO - Epoch(train) [180][880/3757] lr: 7.615e-07 eta: 0:12:36 time: 0.270 data_time: 0.015 memory: 5036 grad_norm: 10.6101 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3279 loss: 1.3279 2022/06/27 16:18:35 - mmengine - INFO - Epoch(train) [180][900/3757] lr: 7.615e-07 eta: 0:12:31 time: 0.261 data_time: 0.009 memory: 5036 grad_norm: 12.0206 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.4016 loss: 1.4016 2022/06/27 16:18:40 - mmengine - INFO - Epoch(train) [180][920/3757] lr: 7.615e-07 eta: 0:12:26 time: 0.262 data_time: 0.013 memory: 5036 grad_norm: 10.6509 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4071 loss: 1.4071 2022/06/27 16:18:46 - mmengine - INFO - Epoch(train) [180][940/3757] lr: 7.615e-07 eta: 0:12:21 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 11.6566 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5081 loss: 1.5081 2022/06/27 16:18:51 - mmengine - INFO - Epoch(train) [180][960/3757] lr: 7.615e-07 eta: 0:12:15 time: 0.264 data_time: 0.007 memory: 5036 grad_norm: 13.9811 top1_acc: 0.2500 top5_acc: 0.7500 loss_cls: 1.5870 loss: 1.5870 2022/06/27 16:18:56 - mmengine - INFO - Epoch(train) [180][980/3757] lr: 7.615e-07 eta: 0:12:10 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 11.3990 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.7457 loss: 1.7457 2022/06/27 16:19:02 - mmengine - INFO - Epoch(train) [180][1000/3757] lr: 7.615e-07 eta: 0:12:05 time: 0.266 data_time: 0.009 memory: 5036 grad_norm: 12.3769 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.7543 loss: 1.7543 2022/06/27 16:19:07 - mmengine - INFO - Epoch(train) [180][1020/3757] lr: 7.615e-07 eta: 0:12:00 time: 0.257 data_time: 0.009 memory: 5036 grad_norm: 10.2913 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.9782 loss: 0.9782 2022/06/27 16:19:12 - mmengine - INFO - Epoch(train) [180][1040/3757] lr: 7.615e-07 eta: 0:11:54 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 12.0634 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.0444 loss: 1.0444 2022/06/27 16:19:18 - mmengine - INFO - Epoch(train) [180][1060/3757] lr: 7.615e-07 eta: 0:11:49 time: 0.263 data_time: 0.008 memory: 5036 grad_norm: 13.7710 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6203 loss: 1.6203 2022/06/27 16:19:23 - mmengine - INFO - Epoch(train) [180][1080/3757] lr: 7.615e-07 eta: 0:11:44 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 11.8995 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3169 loss: 1.3169 2022/06/27 16:19:28 - mmengine - INFO - Epoch(train) [180][1100/3757] lr: 7.615e-07 eta: 0:11:39 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 10.3146 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.2837 loss: 1.2837 2022/06/27 16:19:33 - mmengine - INFO - Epoch(train) [180][1120/3757] lr: 7.615e-07 eta: 0:11:33 time: 0.268 data_time: 0.006 memory: 5036 grad_norm: 15.1297 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.6597 loss: 1.6597 2022/06/27 16:19:39 - mmengine - INFO - Epoch(train) [180][1140/3757] lr: 7.615e-07 eta: 0:11:28 time: 0.261 data_time: 0.010 memory: 5036 grad_norm: 14.3839 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.1984 loss: 1.1984 2022/06/27 16:19:44 - mmengine - INFO - Epoch(train) [180][1160/3757] lr: 7.615e-07 eta: 0:11:23 time: 0.253 data_time: 0.004 memory: 5036 grad_norm: 11.6001 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.3568 loss: 1.3568 2022/06/27 16:19:50 - mmengine - INFO - Epoch(train) [180][1180/3757] lr: 7.615e-07 eta: 0:11:18 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 12.6023 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 2.1479 loss: 2.1479 2022/06/27 16:19:55 - mmengine - INFO - Epoch(train) [180][1200/3757] lr: 7.615e-07 eta: 0:11:12 time: 0.252 data_time: 0.006 memory: 5036 grad_norm: 11.8594 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.1194 loss: 1.1194 2022/06/27 16:20:00 - mmengine - INFO - Epoch(train) [180][1220/3757] lr: 7.615e-07 eta: 0:11:07 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 16.1848 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5001 loss: 1.5001 2022/06/27 16:20:06 - mmengine - INFO - Epoch(train) [180][1240/3757] lr: 7.615e-07 eta: 0:11:02 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 12.3426 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.7048 loss: 1.7048 2022/06/27 16:20:11 - mmengine - INFO - Epoch(train) [180][1260/3757] lr: 7.615e-07 eta: 0:10:57 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 14.9223 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3103 loss: 1.3103 2022/06/27 16:20:16 - mmengine - INFO - Epoch(train) [180][1280/3757] lr: 7.615e-07 eta: 0:10:51 time: 0.258 data_time: 0.010 memory: 5036 grad_norm: 12.9589 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7705 loss: 1.7705 2022/06/27 16:20:22 - mmengine - INFO - Epoch(train) [180][1300/3757] lr: 7.615e-07 eta: 0:10:46 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 13.2581 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.2855 loss: 1.2855 2022/06/27 16:20:27 - mmengine - INFO - Epoch(train) [180][1320/3757] lr: 7.615e-07 eta: 0:10:41 time: 0.254 data_time: 0.008 memory: 5036 grad_norm: 10.3480 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.3622 loss: 1.3622 2022/06/27 16:20:32 - mmengine - INFO - Epoch(train) [180][1340/3757] lr: 7.615e-07 eta: 0:10:35 time: 0.258 data_time: 0.003 memory: 5036 grad_norm: 14.2206 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3955 loss: 1.3955 2022/06/27 16:20:38 - mmengine - INFO - Epoch(train) [180][1360/3757] lr: 7.615e-07 eta: 0:10:30 time: 0.257 data_time: 0.008 memory: 5036 grad_norm: 10.9588 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3127 loss: 1.3127 2022/06/27 16:20:43 - mmengine - INFO - Epoch(train) [180][1380/3757] lr: 7.615e-07 eta: 0:10:25 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 14.2495 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.5173 loss: 1.5173 2022/06/27 16:20:48 - mmengine - INFO - Epoch(train) [180][1400/3757] lr: 7.615e-07 eta: 0:10:20 time: 0.260 data_time: 0.010 memory: 5036 grad_norm: 13.0443 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3792 loss: 1.3792 2022/06/27 16:20:54 - mmengine - INFO - Epoch(train) [180][1420/3757] lr: 7.615e-07 eta: 0:10:14 time: 0.261 data_time: 0.011 memory: 5036 grad_norm: 11.7788 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.0785 loss: 1.0785 2022/06/27 16:20:59 - mmengine - INFO - Epoch(train) [180][1440/3757] lr: 7.615e-07 eta: 0:10:09 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 11.4845 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6361 loss: 1.6361 2022/06/27 16:21:04 - mmengine - INFO - Epoch(train) [180][1460/3757] lr: 7.615e-07 eta: 0:10:04 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 12.6485 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3302 loss: 1.3302 2022/06/27 16:21:10 - mmengine - INFO - Epoch(train) [180][1480/3757] lr: 7.615e-07 eta: 0:09:59 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 13.6198 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7719 loss: 1.7719 2022/06/27 16:21:14 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 16:21:15 - mmengine - INFO - Epoch(train) [180][1500/3757] lr: 7.615e-07 eta: 0:09:53 time: 0.261 data_time: 0.004 memory: 5036 grad_norm: 10.9061 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6470 loss: 1.6470 2022/06/27 16:21:20 - mmengine - INFO - Epoch(train) [180][1520/3757] lr: 7.615e-07 eta: 0:09:48 time: 0.269 data_time: 0.007 memory: 5036 grad_norm: 11.1354 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.1706 loss: 1.1706 2022/06/27 16:21:26 - mmengine - INFO - Epoch(train) [180][1540/3757] lr: 7.615e-07 eta: 0:09:43 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 11.6502 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6135 loss: 1.6135 2022/06/27 16:21:31 - mmengine - INFO - Epoch(train) [180][1560/3757] lr: 7.615e-07 eta: 0:09:38 time: 0.264 data_time: 0.007 memory: 5036 grad_norm: 14.1367 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4680 loss: 1.4680 2022/06/27 16:21:36 - mmengine - INFO - Epoch(train) [180][1580/3757] lr: 7.615e-07 eta: 0:09:32 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 12.5459 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.5129 loss: 1.5129 2022/06/27 16:21:42 - mmengine - INFO - Epoch(train) [180][1600/3757] lr: 7.615e-07 eta: 0:09:27 time: 0.259 data_time: 0.003 memory: 5036 grad_norm: 11.7703 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.2924 loss: 1.2924 2022/06/27 16:21:47 - mmengine - INFO - Epoch(train) [180][1620/3757] lr: 7.615e-07 eta: 0:09:22 time: 0.256 data_time: 0.009 memory: 5036 grad_norm: 10.7907 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.7407 loss: 1.7407 2022/06/27 16:21:53 - mmengine - INFO - Epoch(train) [180][1640/3757] lr: 7.615e-07 eta: 0:09:17 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 13.0464 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7932 loss: 1.7932 2022/06/27 16:21:58 - mmengine - INFO - Epoch(train) [180][1660/3757] lr: 7.615e-07 eta: 0:09:11 time: 0.259 data_time: 0.012 memory: 5036 grad_norm: 11.7418 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4061 loss: 1.4061 2022/06/27 16:22:03 - mmengine - INFO - Epoch(train) [180][1680/3757] lr: 7.615e-07 eta: 0:09:06 time: 0.254 data_time: 0.004 memory: 5036 grad_norm: 12.6663 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2983 loss: 1.2983 2022/06/27 16:22:09 - mmengine - INFO - Epoch(train) [180][1700/3757] lr: 7.615e-07 eta: 0:09:01 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 12.7951 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.2960 loss: 1.2960 2022/06/27 16:22:14 - mmengine - INFO - Epoch(train) [180][1720/3757] lr: 7.615e-07 eta: 0:08:55 time: 0.262 data_time: 0.003 memory: 5036 grad_norm: 11.5908 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3669 loss: 1.3669 2022/06/27 16:22:19 - mmengine - INFO - Epoch(train) [180][1740/3757] lr: 7.615e-07 eta: 0:08:50 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 13.4015 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.3485 loss: 1.3485 2022/06/27 16:22:24 - mmengine - INFO - Epoch(train) [180][1760/3757] lr: 7.615e-07 eta: 0:08:45 time: 0.252 data_time: 0.003 memory: 5036 grad_norm: 13.1951 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.1973 loss: 1.1973 2022/06/27 16:22:30 - mmengine - INFO - Epoch(train) [180][1780/3757] lr: 7.615e-07 eta: 0:08:40 time: 0.254 data_time: 0.006 memory: 5036 grad_norm: 12.4461 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5808 loss: 1.5808 2022/06/27 16:22:35 - mmengine - INFO - Epoch(train) [180][1800/3757] lr: 7.615e-07 eta: 0:08:34 time: 0.269 data_time: 0.007 memory: 5036 grad_norm: 11.9840 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4129 loss: 1.4129 2022/06/27 16:22:41 - mmengine - INFO - Epoch(train) [180][1820/3757] lr: 7.615e-07 eta: 0:08:29 time: 0.263 data_time: 0.010 memory: 5036 grad_norm: 14.1303 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.3731 loss: 1.3731 2022/06/27 16:22:46 - mmengine - INFO - Epoch(train) [180][1840/3757] lr: 7.615e-07 eta: 0:08:24 time: 0.262 data_time: 0.004 memory: 5036 grad_norm: 18.8084 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.6801 loss: 1.6801 2022/06/27 16:22:51 - mmengine - INFO - Epoch(train) [180][1860/3757] lr: 7.615e-07 eta: 0:08:19 time: 0.265 data_time: 0.007 memory: 5036 grad_norm: 11.1779 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.4355 loss: 1.4355 2022/06/27 16:22:57 - mmengine - INFO - Epoch(train) [180][1880/3757] lr: 7.615e-07 eta: 0:08:13 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 12.4474 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5290 loss: 1.5290 2022/06/27 16:23:02 - mmengine - INFO - Epoch(train) [180][1900/3757] lr: 7.615e-07 eta: 0:08:08 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 16.7978 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 2.0219 loss: 2.0219 2022/06/27 16:23:07 - mmengine - INFO - Epoch(train) [180][1920/3757] lr: 7.615e-07 eta: 0:08:03 time: 0.256 data_time: 0.011 memory: 5036 grad_norm: 11.3442 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.6816 loss: 1.6816 2022/06/27 16:23:12 - mmengine - INFO - Epoch(train) [180][1940/3757] lr: 7.615e-07 eta: 0:07:58 time: 0.265 data_time: 0.008 memory: 5036 grad_norm: 12.4753 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6135 loss: 1.6135 2022/06/27 16:23:18 - mmengine - INFO - Epoch(train) [180][1960/3757] lr: 7.615e-07 eta: 0:07:52 time: 0.268 data_time: 0.006 memory: 5036 grad_norm: 12.7364 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3948 loss: 1.3948 2022/06/27 16:23:23 - mmengine - INFO - Epoch(train) [180][1980/3757] lr: 7.615e-07 eta: 0:07:47 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 13.0264 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5112 loss: 1.5112 2022/06/27 16:23:29 - mmengine - INFO - Epoch(train) [180][2000/3757] lr: 7.615e-07 eta: 0:07:42 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 10.9550 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.4537 loss: 1.4537 2022/06/27 16:23:34 - mmengine - INFO - Epoch(train) [180][2020/3757] lr: 7.615e-07 eta: 0:07:37 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 11.3056 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.8159 loss: 1.8159 2022/06/27 16:23:40 - mmengine - INFO - Epoch(train) [180][2040/3757] lr: 7.615e-07 eta: 0:07:31 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 15.9298 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4473 loss: 1.4473 2022/06/27 16:23:45 - mmengine - INFO - Epoch(train) [180][2060/3757] lr: 7.615e-07 eta: 0:07:26 time: 0.903 data_time: 0.009 memory: 5036 grad_norm: 14.7460 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.3667 loss: 1.3667 2022/06/27 16:23:51 - mmengine - INFO - Epoch(train) [180][2080/3757] lr: 7.615e-07 eta: 0:07:21 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 15.0211 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.3785 loss: 1.3785 2022/06/27 16:23:56 - mmengine - INFO - Epoch(train) [180][2100/3757] lr: 7.615e-07 eta: 0:07:15 time: 0.269 data_time: 0.006 memory: 5036 grad_norm: 13.2464 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.5925 loss: 1.5925 2022/06/27 16:24:01 - mmengine - INFO - Epoch(train) [180][2120/3757] lr: 7.615e-07 eta: 0:07:10 time: 0.258 data_time: 0.006 memory: 5036 grad_norm: 12.4048 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4181 loss: 1.4181 2022/06/27 16:24:07 - mmengine - INFO - Epoch(train) [180][2140/3757] lr: 7.615e-07 eta: 0:07:05 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 10.9509 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.5355 loss: 1.5355 2022/06/27 16:24:12 - mmengine - INFO - Epoch(train) [180][2160/3757] lr: 7.615e-07 eta: 0:07:00 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 12.6684 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.6194 loss: 1.6194 2022/06/27 16:24:17 - mmengine - INFO - Epoch(train) [180][2180/3757] lr: 7.615e-07 eta: 0:06:54 time: 0.265 data_time: 0.009 memory: 5036 grad_norm: 11.0351 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.4134 loss: 1.4134 2022/06/27 16:24:23 - mmengine - INFO - Epoch(train) [180][2200/3757] lr: 7.615e-07 eta: 0:06:49 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 13.8710 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.4684 loss: 1.4684 2022/06/27 16:24:28 - mmengine - INFO - Epoch(train) [180][2220/3757] lr: 7.615e-07 eta: 0:06:44 time: 0.256 data_time: 0.004 memory: 5036 grad_norm: 10.8467 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.6048 loss: 1.6048 2022/06/27 16:24:33 - mmengine - INFO - Epoch(train) [180][2240/3757] lr: 7.615e-07 eta: 0:06:39 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 14.3956 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.5794 loss: 1.5794 2022/06/27 16:24:39 - mmengine - INFO - Epoch(train) [180][2260/3757] lr: 7.615e-07 eta: 0:06:33 time: 0.251 data_time: 0.005 memory: 5036 grad_norm: 12.2157 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.3113 loss: 1.3113 2022/06/27 16:24:44 - mmengine - INFO - Epoch(train) [180][2280/3757] lr: 7.615e-07 eta: 0:06:28 time: 0.276 data_time: 0.007 memory: 5036 grad_norm: 12.7049 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.2173 loss: 1.2173 2022/06/27 16:24:50 - mmengine - INFO - Epoch(train) [180][2300/3757] lr: 7.615e-07 eta: 0:06:23 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 13.7820 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.5216 loss: 1.5216 2022/06/27 16:24:55 - mmengine - INFO - Epoch(train) [180][2320/3757] lr: 7.615e-07 eta: 0:06:18 time: 0.438 data_time: 0.187 memory: 5036 grad_norm: 11.9231 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.6526 loss: 1.6526 2022/06/27 16:25:00 - mmengine - INFO - Epoch(train) [180][2340/3757] lr: 7.615e-07 eta: 0:06:12 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 11.2400 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.2274 loss: 1.2274 2022/06/27 16:25:06 - mmengine - INFO - Epoch(train) [180][2360/3757] lr: 7.615e-07 eta: 0:06:07 time: 0.259 data_time: 0.008 memory: 5036 grad_norm: 13.6223 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.1941 loss: 1.1941 2022/06/27 16:25:11 - mmengine - INFO - Epoch(train) [180][2380/3757] lr: 7.615e-07 eta: 0:06:02 time: 0.248 data_time: 0.009 memory: 5036 grad_norm: 11.9711 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.8591 loss: 1.8591 2022/06/27 16:25:17 - mmengine - INFO - Epoch(train) [180][2400/3757] lr: 7.615e-07 eta: 0:05:57 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 10.8750 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.6995 loss: 1.6995 2022/06/27 16:25:22 - mmengine - INFO - Epoch(train) [180][2420/3757] lr: 7.615e-07 eta: 0:05:51 time: 0.261 data_time: 0.010 memory: 5036 grad_norm: 13.2096 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.3785 loss: 1.3785 2022/06/27 16:25:27 - mmengine - INFO - Epoch(train) [180][2440/3757] lr: 7.615e-07 eta: 0:05:46 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 13.5175 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.2820 loss: 1.2820 2022/06/27 16:25:32 - mmengine - INFO - Epoch(train) [180][2460/3757] lr: 7.615e-07 eta: 0:05:41 time: 0.265 data_time: 0.003 memory: 5036 grad_norm: 10.2387 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3704 loss: 1.3704 2022/06/27 16:25:38 - mmengine - INFO - Epoch(train) [180][2480/3757] lr: 7.615e-07 eta: 0:05:36 time: 0.263 data_time: 0.007 memory: 5036 grad_norm: 15.7170 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.9465 loss: 1.9465 2022/06/27 16:25:42 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 16:25:43 - mmengine - INFO - Epoch(train) [180][2500/3757] lr: 7.615e-07 eta: 0:05:30 time: 0.271 data_time: 0.007 memory: 5036 grad_norm: 9.8590 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5899 loss: 1.5899 2022/06/27 16:25:48 - mmengine - INFO - Epoch(train) [180][2520/3757] lr: 7.615e-07 eta: 0:05:25 time: 0.257 data_time: 0.010 memory: 5036 grad_norm: 12.5117 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7578 loss: 1.7578 2022/06/27 16:25:53 - mmengine - INFO - Epoch(train) [180][2540/3757] lr: 7.615e-07 eta: 0:05:20 time: 0.259 data_time: 0.008 memory: 5036 grad_norm: 13.5121 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5767 loss: 1.5767 2022/06/27 16:25:59 - mmengine - INFO - Epoch(train) [180][2560/3757] lr: 7.615e-07 eta: 0:05:14 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 12.3257 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.4597 loss: 1.4597 2022/06/27 16:26:04 - mmengine - INFO - Epoch(train) [180][2580/3757] lr: 7.615e-07 eta: 0:05:09 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 9.9525 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.2544 loss: 1.2544 2022/06/27 16:26:10 - mmengine - INFO - Epoch(train) [180][2600/3757] lr: 7.615e-07 eta: 0:05:04 time: 0.255 data_time: 0.007 memory: 5036 grad_norm: 11.2267 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.1697 loss: 1.1697 2022/06/27 16:26:15 - mmengine - INFO - Epoch(train) [180][2620/3757] lr: 7.615e-07 eta: 0:04:59 time: 0.447 data_time: 0.187 memory: 5036 grad_norm: 12.3281 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3855 loss: 1.3855 2022/06/27 16:26:21 - mmengine - INFO - Epoch(train) [180][2640/3757] lr: 7.615e-07 eta: 0:04:53 time: 0.259 data_time: 0.009 memory: 5036 grad_norm: 13.4474 top1_acc: 0.3750 top5_acc: 0.8750 loss_cls: 1.5464 loss: 1.5464 2022/06/27 16:26:26 - mmengine - INFO - Epoch(train) [180][2660/3757] lr: 7.615e-07 eta: 0:04:48 time: 0.260 data_time: 0.010 memory: 5036 grad_norm: 13.1870 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.2439 loss: 1.2439 2022/06/27 16:26:32 - mmengine - INFO - Epoch(train) [180][2680/3757] lr: 7.615e-07 eta: 0:04:43 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 11.9666 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.7860 loss: 1.7860 2022/06/27 16:26:37 - mmengine - INFO - Epoch(train) [180][2700/3757] lr: 7.615e-07 eta: 0:04:38 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 16.5908 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.6828 loss: 1.6828 2022/06/27 16:26:42 - mmengine - INFO - Epoch(train) [180][2720/3757] lr: 7.615e-07 eta: 0:04:32 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 11.8838 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7361 loss: 1.7361 2022/06/27 16:26:48 - mmengine - INFO - Epoch(train) [180][2740/3757] lr: 7.615e-07 eta: 0:04:27 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 11.0253 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.3971 loss: 1.3971 2022/06/27 16:26:54 - mmengine - INFO - Epoch(train) [180][2760/3757] lr: 7.615e-07 eta: 0:04:22 time: 0.255 data_time: 0.006 memory: 5036 grad_norm: 11.8829 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.7251 loss: 1.7251 2022/06/27 16:26:59 - mmengine - INFO - Epoch(train) [180][2780/3757] lr: 7.615e-07 eta: 0:04:17 time: 0.255 data_time: 0.010 memory: 5036 grad_norm: 11.2886 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.5309 loss: 1.5309 2022/06/27 16:27:04 - mmengine - INFO - Epoch(train) [180][2800/3757] lr: 7.615e-07 eta: 0:04:11 time: 0.263 data_time: 0.007 memory: 5036 grad_norm: 14.5611 top1_acc: 0.5000 top5_acc: 0.5000 loss_cls: 1.9917 loss: 1.9917 2022/06/27 16:27:10 - mmengine - INFO - Epoch(train) [180][2820/3757] lr: 7.615e-07 eta: 0:04:06 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 12.4840 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5017 loss: 1.5017 2022/06/27 16:27:15 - mmengine - INFO - Epoch(train) [180][2840/3757] lr: 7.615e-07 eta: 0:04:01 time: 0.250 data_time: 0.007 memory: 5036 grad_norm: 13.9915 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5551 loss: 1.5551 2022/06/27 16:27:20 - mmengine - INFO - Epoch(train) [180][2860/3757] lr: 7.615e-07 eta: 0:03:56 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 13.1907 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.3614 loss: 1.3614 2022/06/27 16:27:25 - mmengine - INFO - Epoch(train) [180][2880/3757] lr: 7.615e-07 eta: 0:03:50 time: 0.277 data_time: 0.021 memory: 5036 grad_norm: 13.0632 top1_acc: 0.5000 top5_acc: 0.8750 loss_cls: 1.7853 loss: 1.7853 2022/06/27 16:27:31 - mmengine - INFO - Epoch(train) [180][2900/3757] lr: 7.615e-07 eta: 0:03:45 time: 0.259 data_time: 0.010 memory: 5036 grad_norm: 12.8884 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.4633 loss: 1.4633 2022/06/27 16:27:36 - mmengine - INFO - Epoch(train) [180][2920/3757] lr: 7.615e-07 eta: 0:03:40 time: 0.254 data_time: 0.007 memory: 5036 grad_norm: 13.5910 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.5139 loss: 1.5139 2022/06/27 16:27:41 - mmengine - INFO - Epoch(train) [180][2940/3757] lr: 7.615e-07 eta: 0:03:34 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 12.3750 top1_acc: 0.6250 top5_acc: 1.0000 loss_cls: 1.2210 loss: 1.2210 2022/06/27 16:27:47 - mmengine - INFO - Epoch(train) [180][2960/3757] lr: 7.615e-07 eta: 0:03:29 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 13.5975 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5321 loss: 1.5321 2022/06/27 16:27:52 - mmengine - INFO - Epoch(train) [180][2980/3757] lr: 7.615e-07 eta: 0:03:24 time: 0.263 data_time: 0.006 memory: 5036 grad_norm: 13.4865 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 1.8409 loss: 1.8409 2022/06/27 16:27:58 - mmengine - INFO - Epoch(train) [180][3000/3757] lr: 7.615e-07 eta: 0:03:19 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 13.3556 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.7626 loss: 1.7626 2022/06/27 16:28:03 - mmengine - INFO - Epoch(train) [180][3020/3757] lr: 7.615e-07 eta: 0:03:13 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 12.3197 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.5854 loss: 1.5854 2022/06/27 16:28:09 - mmengine - INFO - Epoch(train) [180][3040/3757] lr: 7.615e-07 eta: 0:03:08 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 11.6059 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.5448 loss: 1.5448 2022/06/27 16:28:14 - mmengine - INFO - Epoch(train) [180][3060/3757] lr: 7.615e-07 eta: 0:03:03 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 11.1756 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.3063 loss: 1.3063 2022/06/27 16:28:19 - mmengine - INFO - Epoch(train) [180][3080/3757] lr: 7.615e-07 eta: 0:02:58 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 12.9349 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.2013 loss: 1.2013 2022/06/27 16:28:25 - mmengine - INFO - Epoch(train) [180][3100/3757] lr: 7.615e-07 eta: 0:02:52 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 10.8862 top1_acc: 0.2500 top5_acc: 0.5000 loss_cls: 1.6184 loss: 1.6184 2022/06/27 16:28:30 - mmengine - INFO - Epoch(train) [180][3120/3757] lr: 7.615e-07 eta: 0:02:47 time: 0.262 data_time: 0.011 memory: 5036 grad_norm: 12.1319 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3701 loss: 1.3701 2022/06/27 16:28:35 - mmengine - INFO - Epoch(train) [180][3140/3757] lr: 7.615e-07 eta: 0:02:42 time: 0.272 data_time: 0.008 memory: 5036 grad_norm: 15.0322 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.7417 loss: 1.7417 2022/06/27 16:28:41 - mmengine - INFO - Epoch(train) [180][3160/3757] lr: 7.615e-07 eta: 0:02:37 time: 0.254 data_time: 0.010 memory: 5036 grad_norm: 13.9347 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 1.3305 loss: 1.3305 2022/06/27 16:28:46 - mmengine - INFO - Epoch(train) [180][3180/3757] lr: 7.615e-07 eta: 0:02:31 time: 0.261 data_time: 0.007 memory: 5036 grad_norm: 11.6341 top1_acc: 0.6250 top5_acc: 0.6250 loss_cls: 1.5256 loss: 1.5256 2022/06/27 16:28:52 - mmengine - INFO - Epoch(train) [180][3200/3757] lr: 7.615e-07 eta: 0:02:26 time: 0.262 data_time: 0.007 memory: 5036 grad_norm: 12.6558 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5319 loss: 1.5319 2022/06/27 16:28:57 - mmengine - INFO - Epoch(train) [180][3220/3757] lr: 7.615e-07 eta: 0:02:21 time: 0.260 data_time: 0.006 memory: 5036 grad_norm: 13.5582 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3250 loss: 1.3250 2022/06/27 16:29:02 - mmengine - INFO - Epoch(train) [180][3240/3757] lr: 7.615e-07 eta: 0:02:16 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 12.3109 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.3380 loss: 1.3380 2022/06/27 16:29:08 - mmengine - INFO - Epoch(train) [180][3260/3757] lr: 7.615e-07 eta: 0:02:10 time: 0.257 data_time: 0.003 memory: 5036 grad_norm: 14.0906 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.5075 loss: 1.5075 2022/06/27 16:29:13 - mmengine - INFO - Epoch(train) [180][3280/3757] lr: 7.615e-07 eta: 0:02:05 time: 0.260 data_time: 0.007 memory: 5036 grad_norm: 15.7303 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.3092 loss: 1.3092 2022/06/27 16:29:19 - mmengine - INFO - Epoch(train) [180][3300/3757] lr: 7.615e-07 eta: 0:02:00 time: 0.256 data_time: 0.008 memory: 5036 grad_norm: 11.6780 top1_acc: 0.3750 top5_acc: 0.5000 loss_cls: 2.0692 loss: 2.0692 2022/06/27 16:29:24 - mmengine - INFO - Epoch(train) [180][3320/3757] lr: 7.615e-07 eta: 0:01:54 time: 0.259 data_time: 0.006 memory: 5036 grad_norm: 12.2203 top1_acc: 0.5000 top5_acc: 0.7500 loss_cls: 2.2537 loss: 2.2537 2022/06/27 16:29:30 - mmengine - INFO - Epoch(train) [180][3340/3757] lr: 7.615e-07 eta: 0:01:49 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 14.6495 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3963 loss: 1.3963 2022/06/27 16:29:35 - mmengine - INFO - Epoch(train) [180][3360/3757] lr: 7.615e-07 eta: 0:01:44 time: 0.261 data_time: 0.006 memory: 5036 grad_norm: 13.1698 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.5957 loss: 1.5957 2022/06/27 16:29:40 - mmengine - INFO - Epoch(train) [180][3380/3757] lr: 7.615e-07 eta: 0:01:39 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 13.4487 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.4627 loss: 1.4627 2022/06/27 16:29:46 - mmengine - INFO - Epoch(train) [180][3400/3757] lr: 7.615e-07 eta: 0:01:33 time: 0.386 data_time: 0.034 memory: 5036 grad_norm: 10.4256 top1_acc: 0.3750 top5_acc: 0.7500 loss_cls: 1.2135 loss: 1.2135 2022/06/27 16:29:51 - mmengine - INFO - Epoch(train) [180][3420/3757] lr: 7.615e-07 eta: 0:01:28 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 14.1111 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 0.9101 loss: 0.9101 2022/06/27 16:29:57 - mmengine - INFO - Epoch(train) [180][3440/3757] lr: 7.615e-07 eta: 0:01:23 time: 0.265 data_time: 0.008 memory: 5036 grad_norm: 11.2042 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 1.0354 loss: 1.0354 2022/06/27 16:30:02 - mmengine - INFO - Epoch(train) [180][3460/3757] lr: 7.615e-07 eta: 0:01:18 time: 0.252 data_time: 0.007 memory: 5036 grad_norm: 11.5066 top1_acc: 0.6250 top5_acc: 0.7500 loss_cls: 1.8306 loss: 1.8306 2022/06/27 16:30:08 - mmengine - INFO - Epoch(train) [180][3480/3757] lr: 7.615e-07 eta: 0:01:12 time: 0.259 data_time: 0.007 memory: 5036 grad_norm: 11.9872 top1_acc: 0.8750 top5_acc: 1.0000 loss_cls: 1.5286 loss: 1.5286 2022/06/27 16:30:12 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 16:30:13 - mmengine - INFO - Epoch(train) [180][3500/3757] lr: 7.615e-07 eta: 0:01:07 time: 0.264 data_time: 0.010 memory: 5036 grad_norm: 13.0872 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4411 loss: 1.4411 2022/06/27 16:30:18 - mmengine - INFO - Epoch(train) [180][3520/3757] lr: 7.615e-07 eta: 0:01:02 time: 0.257 data_time: 0.007 memory: 5036 grad_norm: 10.7053 top1_acc: 0.3750 top5_acc: 0.6250 loss_cls: 1.4595 loss: 1.4595 2022/06/27 16:30:24 - mmengine - INFO - Epoch(train) [180][3540/3757] lr: 7.615e-07 eta: 0:00:57 time: 0.256 data_time: 0.003 memory: 5036 grad_norm: 11.8491 top1_acc: 0.5000 top5_acc: 0.6250 loss_cls: 2.2079 loss: 2.2079 2022/06/27 16:30:30 - mmengine - INFO - Epoch(train) [180][3560/3757] lr: 7.615e-07 eta: 0:00:51 time: 0.253 data_time: 0.007 memory: 5036 grad_norm: 11.5957 top1_acc: 0.8750 top5_acc: 0.8750 loss_cls: 1.6684 loss: 1.6684 2022/06/27 16:30:35 - mmengine - INFO - Epoch(train) [180][3580/3757] lr: 7.615e-07 eta: 0:00:46 time: 0.256 data_time: 0.006 memory: 5036 grad_norm: 10.5429 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.6507 loss: 1.6507 2022/06/27 16:30:40 - mmengine - INFO - Epoch(train) [180][3600/3757] lr: 7.615e-07 eta: 0:00:41 time: 0.255 data_time: 0.003 memory: 5036 grad_norm: 14.6020 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3114 loss: 1.3114 2022/06/27 16:30:47 - mmengine - INFO - Epoch(train) [180][3620/3757] lr: 7.615e-07 eta: 0:00:36 time: 1.002 data_time: 0.036 memory: 5036 grad_norm: 10.5572 top1_acc: 0.6250 top5_acc: 0.8750 loss_cls: 1.2959 loss: 1.2959 2022/06/27 16:30:52 - mmengine - INFO - Epoch(train) [180][3640/3757] lr: 7.615e-07 eta: 0:00:30 time: 0.256 data_time: 0.007 memory: 5036 grad_norm: 11.5801 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.2126 loss: 1.2126 2022/06/27 16:30:57 - mmengine - INFO - Epoch(train) [180][3660/3757] lr: 7.615e-07 eta: 0:00:25 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 14.4757 top1_acc: 0.7500 top5_acc: 0.7500 loss_cls: 1.3149 loss: 1.3149 2022/06/27 16:31:02 - mmengine - INFO - Epoch(train) [180][3680/3757] lr: 7.615e-07 eta: 0:00:20 time: 0.254 data_time: 0.010 memory: 5036 grad_norm: 11.7234 top1_acc: 0.7500 top5_acc: 1.0000 loss_cls: 1.2529 loss: 1.2529 2022/06/27 16:31:08 - mmengine - INFO - Epoch(train) [180][3700/3757] lr: 7.615e-07 eta: 0:00:14 time: 0.258 data_time: 0.007 memory: 5036 grad_norm: 15.8221 top1_acc: 0.7500 top5_acc: 0.8750 loss_cls: 1.4531 loss: 1.4531 2022/06/27 16:31:13 - mmengine - INFO - Epoch(train) [180][3720/3757] lr: 7.615e-07 eta: 0:00:09 time: 0.260 data_time: 0.009 memory: 5036 grad_norm: 13.1061 top1_acc: 0.5000 top5_acc: 1.0000 loss_cls: 1.1220 loss: 1.1220 2022/06/27 16:31:18 - mmengine - INFO - Epoch(train) [180][3740/3757] lr: 7.615e-07 eta: 0:00:04 time: 0.245 data_time: 0.008 memory: 5036 grad_norm: 11.6624 top1_acc: 1.0000 top5_acc: 1.0000 loss_cls: 1.1889 loss: 1.1889 2022/06/27 16:31:22 - mmengine - INFO - Exp name: r2plus1d_r34_8x8x1_180e_kinetics400_rgb_20220625_103729 2022/06/27 16:31:22 - mmengine - INFO - Saving checkpoint at 180 epochs 2022/06/27 16:31:35 - mmengine - INFO - Epoch(val) [180][20/310] eta: 0:01:43 time: 0.231 data_time: 0.125 memory: 5036 2022/06/27 16:31:40 - mmengine - INFO - Epoch(val) [180][40/310] eta: 0:01:36 time: 0.106 data_time: 0.004 memory: 1723 2022/06/27 16:31:44 - mmengine - INFO - Epoch(val) [180][60/310] eta: 0:00:28 time: 0.102 data_time: 0.002 memory: 1723 2022/06/27 16:31:49 - mmengine - INFO - Epoch(val) [180][80/310] eta: 0:00:24 time: 0.103 data_time: 0.001 memory: 1723 2022/06/27 16:31:56 - mmengine - INFO - Epoch(val) [180][100/310] eta: 0:01:09 time: 0.114 data_time: 0.011 memory: 1723 2022/06/27 16:32:01 - mmengine - INFO - Epoch(val) [180][120/310] eta: 0:01:08 time: 0.344 data_time: 0.243 memory: 1723 2022/06/27 16:32:06 - mmengine - INFO - Epoch(val) [180][140/310] eta: 0:00:27 time: 0.103 data_time: 0.002 memory: 1723 2022/06/27 16:32:10 - mmengine - INFO - Epoch(val) [180][160/310] eta: 0:00:17 time: 0.108 data_time: 0.001 memory: 1723 2022/06/27 16:32:18 - mmengine - INFO - Epoch(val) [180][180/310] eta: 0:00:46 time: 0.252 data_time: 0.150 memory: 1723 2022/06/27 16:32:22 - mmengine - INFO - Epoch(val) [180][200/310] eta: 0:00:41 time: 0.103 data_time: 0.001 memory: 1723 2022/06/27 16:32:27 - mmengine - INFO - Epoch(val) [180][220/310] eta: 0:00:09 time: 0.103 data_time: 0.002 memory: 1723 2022/06/27 16:32:32 - mmengine - INFO - Epoch(val) [180][240/310] eta: 0:00:07 time: 0.107 data_time: 0.005 memory: 1723 2022/06/27 16:32:39 - mmengine - INFO - Epoch(val) [180][260/310] eta: 0:00:17 time: 0.111 data_time: 0.004 memory: 1723 2022/06/27 16:32:43 - mmengine - INFO - Epoch(val) [180][280/310] eta: 0:00:09 time: 0.116 data_time: 0.002 memory: 1723 2022/06/27 16:32:45 - mmengine - INFO - Epoch(val) [180][300/310] eta: 0:00:01 time: 0.102 data_time: 0.001 memory: 1723 2022/06/27 16:32:47 - mmengine - INFO - Epoch(val) [180][310/310] acc/top1: 0.6143 acc/top5: 0.8294 acc/mean1: 0.6142